From 67eb9139e8b73af66735db73572bb38abe139a94 Mon Sep 17 00:00:00 2001 From: Andrew Delman Date: Thu, 15 Dec 2022 14:30:56 -0800 Subject: [PATCH 1/9] minor edits to downloading ECCO datasets tutorial --- .gitignore | 1 + ...ownloading_ECCO_Datasets_from_PODAAC.ipynb | 4 +- .../__pycache__/ecco_download.cpython-37.pyc | Bin 0 -> 6694 bytes Intro_to_PO_Tutorials/ecco_download.py | 220 ++++++++++++++++++ 4 files changed, 223 insertions(+), 2 deletions(-) create mode 100644 Intro_to_PO_Tutorials/__pycache__/ecco_download.cpython-37.pyc create mode 100644 Intro_to_PO_Tutorials/ecco_download.py diff --git a/.gitignore b/.gitignore index 18df1a4..87de9f5 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,4 @@ _templates *.ipynb_checkpoints* /Tutorials_as_Jupyter_Notebooks/.ipynb_checkpoints/* .README.md.swp +/ECCO-ACCESS/Downloading_ECCO_Datasets_from_PODAAC/~/ diff --git a/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb b/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb index 6aecfd3..91f1445 100644 --- a/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb +++ b/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb @@ -5,9 +5,9 @@ "id": "d8999184", "metadata": {}, "source": [ - "# Tutorial Python 3 Notebook for Downloading ECCO Datasets from PO.DAAC\n", + "# Downloading ECCO Datasets from PO.DAAC\n", "\n", - "**Note: This notebook is modified from the tutorial on the [ECCO-GROUP Github](https://github.com/ECCO-GROUP/ECCO-ACCESS/blob/master/PODAAC/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb) by Jack McNelis and Ian Fenty, Version 1.1 dated 2021-06-25.**\n", + "**Note: This notebook was modified by Andrew Delman (updated 2022-12-15) from the tutorial on the [ECCO-GROUP Github](https://github.com/ECCO-GROUP/ECCO-ACCESS/blob/master/PODAAC/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb) by Jack McNelis and Ian Fenty, Version 1.1 dated 2021-06-25.**\n", "\n", "This notebook provides instructions for downloading a set of granules (files) for an ECCO \"Dataset\" hosted by PO.DAAC. The focus is on downloading datasets in the lat-lon-cap 90 (llc90) native grid of the ECCO v4 simulations, since the tutorials mostly use output on the native grid. If you're new to this grid geometry, don't worry! The ecco_v4_py package discussed in the previous tutorial will help you load the ECCO output, make computations, and plot the results while hardly needing to interact with the model grid.\n", "\n", diff --git a/Intro_to_PO_Tutorials/__pycache__/ecco_download.cpython-37.pyc b/Intro_to_PO_Tutorials/__pycache__/ecco_download.cpython-37.pyc new file mode 100644 index 0000000000000000000000000000000000000000..9e62086ddf8db0fe2abf77d681c3e58f55365d17 GIT binary patch literal 6694 zcmcgw*>f95dY>ByLGYAB9hOJ(5y2M0jidEJOU}w7xt7bKxFQ|xB6cCe=>ak198k|d zB2j}>YRL+KR4Lx7`uMv0 zJAYq)IyqUC@NE3#A8r3FN%{}^7(FT~Kfy05qhLBynRX=CBqnW26=VISfz~yfN_sBh zN2F*{^zRBL$V~C1!K8T0gR*!lgBkHwyM}mcgE_oaPxp<1BGVkr%lWxMPSkZT?-vG= zs2g6Sp5$-n2i{&5QP;H|x(1N}@jD&H3{K%|ACN_~!?C z|H7as+DqPozc82=^-1rde`zo+ONq*qJ%#_L*x%)D0q-*AU+H2_Qe;zya(5!hB@=A= zf`qynZdpEtg*?y_w!@Lt$6gYe$m!{6)d+6%R(_42(!uh^Rb?d$9f%+lHIp3>8M6TQjaRBx^~-^j5y*;_}2Zu#sf z5;c)7OWmntYS(0MPa5`Shv<7P5DrZK}7FG|O6oJifdgLzgROeE!GE}2U7Lsga@ zOTjbYZ!NK|8_FBB7J?UdpS~hi_Fz~_a2(eimk|r zBeTIn-`sduUAcSrUe&xGo0wxUs}(ye>x-L?`FXo_5Ifuq!r0jk!@bC~xnt3g?E~|3 z%ic2|*z1l*Qv+t+w*qs`3E~6uMl+6E(el#LjvF`I+f_UCmuUILpFVo{2)EbfQQZMfOa z?gorI&&(Ca^RcDzW*plN7oXl*#F?65uo$=Fkh_*w#gQ0J%R)P4;kL~iHg>V?m@WfzvP}x^kC+rW7Pp&KlyQ^h zR0AursypG+rL5=A8?D_t#E6?_5GQ8(Z?4(rxBZW$ODI0PMNS7V`D3jdUni+K1WB4UEeXe z73?@>9MTy_>gKSUrnBGTP82~V!&S1Kn%94UXYs*<#g&!or^~Dc>~s+aM;LPP|8R-X z=IT5Q<2rNsve~lY=4hps#UUUQ?cj0959mmvDVg;&T+hi=LF_xIKMVODv}4%}+Ws~S z1$!Pg(d2dnp$Fh-V7GZjdt{BL=LS=3r_P~%nV~M5Zo}N-ZHE}>Mnc$PT~kOAJU$%@ z){?Nf)AB6aVIR}fHOq^B&s>->$!IiO?BOM1q_kd<)7h;i8Nx;wdaL`6O~!%N+>R5s ztSCaYa1S29bw0PKJ--=qsNwyGs2d;%uYj7i0d`VLbO3|)QPTq_=5|F(^V{${0gNRz z+=$MT>TU#9r`m4l1~fN*!e~a0J5Sn9MC6LlAe;|u&MfRK@$%`8JQf$F@LTZFA3->HK&K!`~d<(LbR$xYSqsGLxUn$A~j0 z@>gnC?kZgsaRHt-mSd%%>=pSJS&WDgsfEYZ7(91hVcMarNSL8!KDw_R>xds(q8%Fy z^boVu6HS)To=db7xvTf3L#b=vJD(W%&Y@OF^dxtpbn~bell%!Hf&e@^$x9<9cHZCc z95B{w@$f19i@7>-BIXz24(T40g}e@w!i1)omTki%tDWMPU@D1Y+3XZIAYiC1TQ(~b zwX)TQN5B-@f(k_G%o^5N597749k5l-L!K744q8rD)mu=57_tmn?Kpk?v#qU-5w!<9 z{4w1Biqo*#Ui`?hJU=a2jMYh>Xt{KrhJR{Bu6-A4eg;u{4o~N(HPf{X9@2KPWNEwY zdaNF{95|=6>;`Z{o;Uoi6!>{aEX|Xq2pyB_X@0y+4pG3`!8DDIR#SH^903d)k~T7; z6`kuK!sn?#D3v%tNIs3?U!+&|QZw|OC5wrelBwS)fMnW8k!2%`EL+3KvN#%kKZto) zk3%SHebgB(Q9P=T%)Z(>NG~BWw_EjbAgFsJ!#eHyHntHhppX&;NKBaow3vI~$lj`p$4P7$e`Yb;h8v_{yF=G?I=sJo-Iu;|0%Slp2fe)~G=y|n53%svKZpRsuCtOY(7UZv@;)2xI z=f6_O!V-l^dj+l~N+SP*@l@wj)65= zpZpBp5rDsBNS)h%lrhjqI(~J`tW!dCkai1Enfw)88XO_N3A*1|J1v60LoyF(Z91L= z@pNwd(A6u7Ae`o!@WO~GHf^6C;uZ-*cqZajU)qH*`f>usC&+A`tHiZL*_9iF1l9G< zdn0IJ`}})+-w;^YJ&hj;dP<_YGBchl zf~xVI8996#b~u?2!)FvR=&4v&@MZn-qH$ zitOJ66qk2Zmb)ae{GJj$g%)YMh~U43E^JD%jy$|@sC;v~tH%aoiQGUEghziaGY zM@ybfu+noGnc-|Vm*n_w6CKezN3Qb8Z=ofi@-yj?^mAmDY%;5{NoY>F^KSql=8Y)k zl?+}}@Y^)0QRE2Eny%dx5S_w(1_4JQL*O^$d*&$z&r%YeKLfbXp3wY3q=W#>8%Xv% zY-qHS={$7;0+*C4h>Zwn8ku4Z@4$pJhC&{UchoT-3aOp}(=2o%pldPlnt9`uTvto;+WHG@`+;quX zRODLGZnlFx5r5VzMNV;)U!vjz6txM!h`1fq?GP^a4w2Fb4e*a?1bMz%30|M0U(inV zXB^+KEHVPVO2rzDnm|%ShC;kaWuD57+FTq0qKJj-2;$pFq@z?9y8+agpsABol&GLv zE&dS|6zDjGvvhKFU_sSIQ)Hr$beNn{R;OWfno@%C6~%iN2B^tprSt9|Ho|XF{eDyX zSFF<4k0k(BwJ!n8!p(m3_gyWP`%r&4QMlf|My7}oMsT9VxUxB_J6F1X)$yLjh^Je^rFe5~&dpzsdy`frY^clqb2bX4=fc4yvtx-%YRMlFX1 zc64+tMU^~!G1B2w!+l7cs=n1qRp?@>Mr}XUEsm61XkM!0ZYE$DuQD%6OJjk+0}5>d zn4lcHE~w?5VKPREkqD>hl}xk7^T_F+s#r1WrOA~XCs)b|4e>`PQYC0{z%z+&Q87iu zslr_zQzSJeqZs9_-of8uXhc|8lJjawy`fGkCE(91a_6J}g}Qy4<`w}6;ScKJUYbMn zgZW0C%cDD{(RR)_kyr9fOe&18T55Sk=+$J5$1gnaYDYY-&p|Bu5YI$zV33F5~ax%wSVRLjBRm%lUCUPDkaN{XUu@Dhfm!DAE= rrpoeyn)wXg#fr#NgtbAx#dqe2gf}{MN%`Bj*F}o*3GMX1XruoFH*Rd` literal 0 HcmV?d00001 diff --git a/Intro_to_PO_Tutorials/ecco_download.py b/Intro_to_PO_Tutorials/ecco_download.py new file mode 100644 index 0000000..6420723 --- /dev/null +++ b/Intro_to_PO_Tutorials/ecco_download.py @@ -0,0 +1,220 @@ +def ecco_podaac_download(ShortName,StartDate,EndDate,download_root_dir=None,n_workers=6,force_redownload=False): + """ + This routine downloads ECCO datasets from PO.DAAC. It is adapted from the Jupyter notebooks created by Jack McNelis and Ian Fenty (https://github.com/ECCO-GROUP/ECCO-ACCESS/blob/master/PODAAC/Downloading_ECCO_datasets_from_PODAAC/README.md) and modified by Andrew Delman (https://ecco-v4-python-tutorial.readthedocs.io). + + Parameters + ---------- + ShortName: the ShortName of the dataset (can be identified from https://search.earthdata.nasa.gov/search?fpj=ECCO, selecting the "i" information button and the ShortName will appear in a gray box in the upper-left corner) + + StartDate: the start of the time range to be downloaded, expressed in the format "YYYY-MM-DD" + + EndDate: the end of the time range to be downloaded, expressed in the format "YYYY-MM-DD" + + download_root_dir: path of the parent directory to download ECCO files + + n_workers: number of workers to use in concurrent downloads + + force_redownload: if True, existing files will be redownloaded and replaced; if False, existing files will not be replaced + """ + + + ## Initalize Python libraries + import numpy as np + import pandas as pd + import requests + import shutil + import time as time + + # for concurrent simulatenous downloads + from concurrent.futures import ThreadPoolExecutor + from getpass import getpass + from http.cookiejar import CookieJar + from io import StringIO + from itertools import repeat + from pathlib import Path + from platform import system + from netrc import netrc + from os.path import basename, isfile, isdir, join + # progress bar + from tqdm import tqdm + # library to download files + from urllib import request + + # if no download directory specified, set directory under user's home directory + if download_root_dir==None: + import sys + from os.path import expanduser + user_home_dir = expanduser('~') + download_root_dir = Path(user_home_dir + '/Downloads/ECCO_V4r4_PODAAC') + else: + download_root_dir = Path(download_root_dir) + + # Predict the path of the netrc file depending on os/platform type. + _netrc = join(expanduser('~'), "_netrc" if system()=="Windows" else ".netrc") + + ## Define Helper Subroutines + + ### Helper subroutine to log into NASA EarthData + + # not pretty but it works + def setup_earthdata_login_auth(url: str='urs.earthdata.nasa.gov'): + # look for the netrc file and use the login/password + try: + username, _, password = netrc(file=_netrc).authenticators(url) + + # if the file is not found, prompt the user for the login/password + except (FileNotFoundError, TypeError): + print('Please provide Earthdata Login credentials for access.') + username, password = input('Username: '), getpass('Password: ') + + manager = request.HTTPPasswordMgrWithDefaultRealm() + manager.add_password(None, url, username, password) + auth = request.HTTPBasicAuthHandler(manager) + jar = CookieJar() + processor = request.HTTPCookieProcessor(jar) + opener = request.build_opener(auth, processor) + request.install_opener(opener) + + ### Helper subroutines to make the API calls to search CMR and parse response + def set_params(params: dict): + params.update({'scroll': "true", 'page_size': 2000}) + return {par: val for par, val in params.items() if val is not None} + + def get_results(params: dict, headers: dict=None): + response = requests.get(url="https://cmr.earthdata.nasa.gov/search/granules.csv", + params=set_params(params), + headers=headers) + return response, response.headers + + + def get_granules(params: dict): + response, headers = get_results(params=params) + scroll = headers['CMR-Scroll-Id'] + hits = int(headers['CMR-Hits']) + if hits==0: + raise Exception("No granules matched your input parameters.") + df = pd.read_csv(StringIO(response.text)) + while hits > df.index.size: + response, _ = get_results(params=params, headers={'CMR-Scroll-Id': scroll}) + data = pd.read_csv(StringIO(response.text)) + df = pd.concat([df, data]) + return df + + ### Helper subroutine to gracefully download single files and avoids re-downloading if file already exists. + # To force redownload of the file, pass **True** to the boolean argument *force* (default **False**)\n, + def download_file(url: str, output_dir: str, force: bool=False): + """url (str): the HTTPS url from which the file will download + output_dir (str): the local path into which the file will download + force (bool): download even if the file exists locally already + """ + if not isdir(output_dir): + raise Exception(f"Output directory doesnt exist! ({output_dir})") + + target_file = join(output_dir, basename(url)) + + # if the file has already been downloaded, skip + if isfile(target_file) and force is False: + print(f'\n{basename(url)} already exists, and force=False, not re-downloading') + return 0 + + with requests.get(url) as r: + if not r.status_code // 100 == 2: + raise Exception(r.text) + return 0 + else: + with open(target_file, 'wb') as f: + total_size_in_bytes= int(r.headers.get('content-length', 0)) + for chunk in r.iter_content(chunk_size=1024): + if chunk: + f.write(chunk) + + return total_size_in_bytes + + ### Helper subroutine to download all urls in the list `dls` + def download_files_concurrently(dls, download_dir, force=False): + start_time = time.time() + + # use 3 threads for concurrent downloads + with ThreadPoolExecutor(max_workers=max_workers) as executor: + + # tqdm makes a cool progress bar + results = list(tqdm(executor.map(download_file, dls, repeat(download_dir), repeat(force)), total=len(dls))) + + # add up the total downloaded file sizes + total_download_size_in_bytes = np.sum(np.array(results)) + # calculate total time spent in the download + total_time = time.time() - start_time + + print('\n=====================================') + print(f'total downloaded: {np.round(total_download_size_in_bytes/1e6,2)} Mb') + print(f'avg download speed: {np.round(total_download_size_in_bytes/1e6/total_time,2)} Mb/s') + + # define root directory for downloaded NetCDF files + download_root_dir = Path(user_home_dir + '/Downloads/ECCO_V4r4_PODAAC') + + # define the directory where the downloaded files will be saved + download_dir = download_root_dir / ShortName + + # create the download directory + download_dir.mkdir(exist_ok = True, parents=True) + + print(f'created download directory {download_dir}') + + ## Log into Earthdata using your username and password + + # actually log in with this command: + setup_earthdata_login_auth() + + # Query the NASA Common Metadata Repository to find the URL of every granule associated with the desired ECCO Dataset and date range of interest. + + # create a Python dictionary with our search criteria: `ShortName` and `temporal` + input_search_params = {'ShortName': ShortName, + 'temporal': ",".join([StartDate, EndDate])} + + print(input_search_params) + + ### Query CMR for the desired ECCO Dataset + + # grans means 'granules', PO.DAAC's term for individual files in a dataset + grans = get_granules(input_search_params) + + # grans.info() + + num_grans = len( grans['Granule UR'] ) + print (f'\nTotal number of matching granules: {num_grans}') + + + ## Download the granules + + # convert the rows of the 'Online Access URLS' column to a Python list + dls = grans['Online Access URLs'].tolist() + + try: + # Attempt concurrent downloads, but if error arises switch to sequential downloads + ### Method 1: Concurrent downloads + + # Define the maximum number of concurrent downloads (benefits typically taper off above 5-6) + max_workers = 6 + + # Force redownload (or not) depending on value of force_redownload + download_files_concurrently(dls, download_dir, force_redownload) + + except: + ### Method 2: Sequential Downloads + + # Download each URL sequentially in a for loop. + total_download_size_in_bytes = 0 + start_time = time.time() + + # loop through all urls in dls + for u in dls: + u_name = u.split('/')[-1] + print(f'downloading {u_name}') + total_download_size_in_bytes += download_file(url=u, output_dir=download_dir, force=force_redownload) + + # calculate total time spent in the download + total_time = time.time() - start_time + + print('\n=====================================') + print(f'total downloaded: {np.round(total_download_size_in_bytes/1e6,2)} Mb') + print(f'avg download speed: {np.round(total_download_size_in_bytes/1e6/total_time,2)} Mb/s') From 50123a76d6372c1058cb4f030b9ef29451be4be5 Mon Sep 17 00:00:00 2001 From: Andrew Delman Date: Thu, 15 Dec 2022 15:12:39 -0800 Subject: [PATCH 2/9] preparing ECCO download tutorials for posting --- ...Downloading_ECCO_Datasets_from_PODAAC.ipynb | 4 ++-- ...k_Downloading_ECCO_Datasets_from_PODAAC.pdf | Bin 254646 -> 0 bytes ...PS_Downloading_ECCO_Datasets_from_PODAAC.md | 4 ++-- ...S_Downloading_ECCO_Datasets_from_PODAAC.pdf | Bin 741557 -> 0 bytes ...ding_ECCO_Datasets_from_PODAAC_Python.ipynb | 1 + ...wnloading_ECCO_Datasets_from_PODAAC_wget.md | 1 + doc/index.rst | 2 ++ 7 files changed, 8 insertions(+), 4 deletions(-) delete mode 100644 ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.pdf delete mode 100644 ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_wget_Command_Line_HTTPS_Downloading_ECCO_Datasets_from_PODAAC.pdf create mode 120000 doc/Downloading_ECCO_Datasets_from_PODAAC_Python.ipynb create mode 120000 doc/Downloading_ECCO_Datasets_from_PODAAC_wget.md diff --git a/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb b/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb index 91f1445..dfb47b1 100644 --- a/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb +++ b/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb @@ -5,11 +5,11 @@ "id": "d8999184", "metadata": {}, "source": [ - "# Downloading ECCO Datasets from PO.DAAC\n", + "# Using Python to Download ECCO Datasets\n", "\n", "**Note: This notebook was modified by Andrew Delman (updated 2022-12-15) from the tutorial on the [ECCO-GROUP Github](https://github.com/ECCO-GROUP/ECCO-ACCESS/blob/master/PODAAC/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb) by Jack McNelis and Ian Fenty, Version 1.1 dated 2021-06-25.**\n", "\n", - "This notebook provides instructions for downloading a set of granules (files) for an ECCO \"Dataset\" hosted by PO.DAAC. The focus is on downloading datasets in the lat-lon-cap 90 (llc90) native grid of the ECCO v4 simulations, since the tutorials mostly use output on the native grid. If you're new to this grid geometry, don't worry! The ecco_v4_py package discussed in the previous tutorial will help you load the ECCO output, make computations, and plot the results while hardly needing to interact with the model grid.\n", + "This Jupyter notebook provides instructions and Python code for downloading a set of granules (files) for an ECCO \"Dataset\" hosted by PO.DAAC. The focus is on downloading datasets in the lat-lon-cap 90 (llc90) native grid of the ECCO v4 simulations, since the tutorials mostly use output on the native grid. If you're new to this grid geometry, don't worry! The ecco_v4_py package discussed in the previous tutorial will help you load the ECCO output, make computations, and plot the results while hardly needing to interact with the model grid.\n", "\n", "The example ECCO Dataset used in this tutorial is \"ECCO Sea Surface Height - Daily Mean llc90 Grid (Version 4 Release 4)\" which provides daily mean sea surface height on the native llc90 grid ([10.5067/ECL5D-SSH44](https://doi.org/10.5067/ECL5D-SSH44)). \n", "\n", diff --git a/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.pdf b/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.pdf deleted file mode 100644 index 8daef6789c0a6da98f95b9c6891225c06ee79816..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 254646 zcma&MQo+Jy7JPbqTLTLyZf-hJb1Nrf2RczJeJ5jKV?$dbV>&5g8&fAUd`2c# 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z@Q-?bqJ5vFhWQ_`8vlrP|L-UbZ1%GMhSHF`4xkP&G-&X9Fz6&ar%(hq0{s6`g#QtW zfELNoC;}Xd4Pco7jFgSQ=-XJ0{x_z8)xNQkJGQ{+_gGp13kv*Jh!&_66r7#ji#0waM} zlK*W3eiuOk7x9!04DeT{Y$77?Q}qxK5ftiFdq4~kw8DR?J)q{_HuzsLKu{2HrB3-m z(MiBg+mHZiamoe<-he)BLy7#=9?-qNY$zDOubuJ*kP3j_`!j|J6yU)AumM>rK>!c- zhYbWmp%>miYykgFb34IzSpgHMeOZA0fZJ6-Se972FW$kTHTu%UUr)4sq9rUIC=!~H!wSUiXFbIWaZvM21Ku*tR1Q=r0>Ux}2ID2nYyvdJZ8VU=egm&p*Zi0Yd;T@ste(2LBZU1^sJmfG2Rb z|Ksc7W(K^g?*=3)1^z8#d&d&JmI$9 Date: Thu, 15 Dec 2022 15:39:07 -0800 Subject: [PATCH 3/9] changed version number in conf.py --- doc/conf.py | 4 ++-- doc/index.rst | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index cb3e5d8..a868cbb 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -91,9 +91,9 @@ # built documents. # # The short X.Y version. -version = u'4.3-20191128' +version = u'4.4-20221215' # The full version, including alpha/beta/rc tags. -release = u'4.3-20191128' +release = u'4.4-20221215' # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. diff --git a/doc/index.rst b/doc/index.rst index a692082..13403ed 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -30,7 +30,7 @@ The `ecco_v4_py`_ package used in this tutorial was inspired by the `xmitgcm`_ p Installing_Python_and_Python_Packages Downloading_the_ECCO_v4_state_estimate Downloading_ECCO_Datasets_from_PODAAC_Python.ipynb - Downloading_ECCO_Datasets_from_PODAAC_wget + Downloading_ECCO_Datasets_from_PODAAC_wget.md Tutorial_Introduction .. toctree:: From 0282f6a2d63579f3a1f7e3fbc767e6d5999b385f Mon Sep 17 00:00:00 2001 From: Andrew Delman Date: Tue, 20 Dec 2022 18:46:06 -0800 Subject: [PATCH 4/9] New geostrophic balance tutorial --- ...ownloading_ECCO_Datasets_from_PODAAC.ipynb | 2 +- .../Geostrophic_balance.ipynb | 6647 +++++++++++++++++ Intro_to_PO_Tutorials/ecco_download.py | 221 +- Intro_to_PO_Tutorials/geos_vel.py | 78 + Intro_to_PO_Tutorials/llc_13tile_fc.txt | 1 + doc/Geostrophic_balance.ipynb | 1 + doc/index.rst | 6 + 7 files changed, 6735 insertions(+), 221 deletions(-) create mode 100644 Intro_to_PO_Tutorials/Geostrophic_balance.ipynb mode change 100644 => 120000 Intro_to_PO_Tutorials/ecco_download.py create mode 100644 Intro_to_PO_Tutorials/geos_vel.py create mode 100644 Intro_to_PO_Tutorials/llc_13tile_fc.txt create mode 120000 doc/Geostrophic_balance.ipynb diff --git a/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb b/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb index dfb47b1..9d70afd 100644 --- a/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb +++ b/ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/Tutorial_Python3_Jupyter_Notebook_Downloading_ECCO_Datasets_from_PODAAC.ipynb @@ -925,7 +925,7 @@ "\n", "[**ecco_download** module](../../ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/ecco_download.py)\n", "\n", - "You can save this file either in the same directory where you store the tutorial notebooks, or a different directory that you then add to your path using sys.path.append. The syntax for using this module will be discussed in the next tutorial (Geostrophic Balance)." + "You can save this file either in the same directory where you store the tutorial notebooks, or a different directory that you then add to your path using sys.path.append. You can see the syntax of how the module is used in upcoming tutorials." ] } ], diff --git a/Intro_to_PO_Tutorials/Geostrophic_balance.ipynb b/Intro_to_PO_Tutorials/Geostrophic_balance.ipynb new file mode 100644 index 0000000..4d105dc --- /dev/null +++ b/Intro_to_PO_Tutorials/Geostrophic_balance.ipynb @@ -0,0 +1,6647 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Intro to PO with ECCO. Part 1: Geostrophy\n", + "\n", + "## Objectives\n", + "\n", + "To use ECCO state estimate output to illustrate the concept of geostrophic balance; where it does and doesn't explain oceanic flows well.\n", + "\n", + "By the end of the tutorial, you will be able to:\n", + "- Download ECCO fields and query their attributes using ```xarray```\n", + "- Plot ECCO fields on a single tile\n", + "- Carry out spatial differencing and interpolation on the ECCO native model grid\n", + "- Compare the two sides of the geostrophic balance equations\n", + "- Compute geostrophic velocities\n", + "- Apply masks in 2-D spatial plots\n", + "- Use the ```ecco_v4_py``` package to plot global maps of ECCO fields\n", + "- Use two statistical measures (normalized difference and normalized RMS difference) to assess geostrophic balance\n", + "\n", + "\n", + "## Introduction\n", + "\n", + "The tutorials in this series use output from the ECCO version 4 release 4 (v4r4) state estimate to illustrate foundational concepts in the physics of the ocean (physical oceanography or PO for short). These tutorials are written as Jupyter notebooks; this format allows the concepts, code, and results of running the code to be viewed together in one document. \n", + "While these notebooks can be read online, it is strongly recommended to download them, and the ECCO output needed to run them, in order to allow users to interact with the data themselves. You can even tinker with the notebooks yourself to look at different regions or perform different calculations, that's part of the fun!\n", + "\n", + "We'll start by visualizing one of the most basic concepts in fluid dynamics on a rotating reference frame: geostrophic balance.\n", + "\n", + "## Conservation of momentum\n", + "\n", + "Geostrophic balance originates from the conservation of momentum, as expressed by the momentum equation:\n", + "\n", + "$$\n", + "\\frac{D\\bf{u}}{Dt} = -\\frac{1}{\\rho}{\\nabla}p + {\\nu}{\\nabla^2}\\bf{u} + \\bf{F_b}\n", + "$$\n", + "\n", + "following roughly the notation used in Kundu and Cohen (2008) and Vallis (2006). This equation is a simplification of the Navier-Stokes equation for an incompressible fluid. The material derivative $D/Dt \\equiv \\partial{}/\\partial{t} + {\\bf{u}}\\cdot\\nabla$ is the derivative in time *following a fluid parcel*. The symbol $\\nu \\equiv \\mu/\\rho$ indicates the kinematic viscosity, and $F_b$ represents body forces (real or apparent) exerted on the fluid.\n", + "\n", + "The equation above applies to any incompressible fluid, even the water in a fish tank or swimming pool. However, the body forces $\\bf{F_b}$ are dependent upon the environment of the fluid and the scales being considered. In a physical oceanography context, three forces that are typically very important are (a) gravity, (b) the Coriolis force from rotation of the earth, and (c) friction from surface winds or topography. So the equation above can be rewritten as\n", + "\n", + "$$\n", + "\\frac{\\partial{\\bf{u}}}{\\partial{t}} + {\\bf{u}}\\cdot\\nabla{\\bf{u}} = -\\frac{1}{\\rho}{\\nabla}p + {\\nu}{\\nabla^2}{\\bf{u}} + g\\bf{\\hat{k}} - 2{\\bf{\\Omega}}\\times{\\bf{u}} + \\bf{F_f}\n", + "$$\n", + "\n", + "Of those last three terms: \n", + "1. Gravity $g\\bf{\\hat{k}}$ effectively only applies to vertical momentum, and can be neglected in the horizontal momentum equations\n", + "1. The Coriolis force can be approximated by its vertical component, $2{\\Omega}\\sin\\theta(v{\\bf{\\hat{i}}} - u{\\bf{\\hat{j}}})$ where $\\Omega$ is the rotation rate of Earth in radians and $\\theta$ is latitude\n", + "1. Friction $\\bf{F_f}$ from wind and topography is negligible in the ocean interior.\n", + "\n", + "To simplify, $f$ is defined as $f \\equiv 2{\\Omega}\\sin\\theta$. So using subscript notation for derivatives ($u_t$ is the derivative of $u$ with respect to $t$) the two horizontal components of momentum conservation are:\n", + "\n", + "$$\n", + "u_t + {\\bf{u}}\\cdot\\nabla{u} = -\\frac{1}{\\rho}{p_x} + {\\nu}{\\nabla^2}u + fv\n", + "$$\n", + "\n", + "$$\n", + "v_t + {\\bf{u}}\\cdot\\nabla{v} = -\\frac{1}{\\rho}{p_y} + {\\nu}{\\nabla^2}v - fu\n", + "$$\n", + "\n", + "## Geostrophic balance\n", + "\n", + "The two horizontal momentum equations still have a number of terms, but in the global oceans most of the flow is explained by a balance between just two terms. In steady state (or for very slowly-varying ocean features) the time derivatives $u_t$, $v_t$ are negligible, and at the large scales of major ocean currents viscosity is relatively small as well (inviscid approximation). This leaves three terms. The 2nd term on the left-hand side is usually negligible at large scales as well (we'll return to this later), so large-scale ocean flows generally follow **geostrophic balance**:\n", + "\n", + "$$\n", + "fv = \\frac{1}{\\rho}{p_x}\n", + "$$\n", + "$$\n", + "fu = -\\frac{1}{\\rho}{p_y}\n", + "$$\n", + "\n", + "If you've looked at weather maps that show the clockwise or counter-clockwise flow of winds around areas of high or low pressure, you've encountered geostrophic balance in the atmosphere. But what does it look like in the ocean? You're about to see it in action...using output from the ECCO state estimate.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Download the ECCO output\n", + "\n", + "If you haven't been through the Using Python to Download ECCO Datasets tutorial yet, I recommend going through it before proceeding further with this tutorial. If you've done that tutorial, you can save the [ecco_download.py](./ecco_download.py) file on your local machine and use it to get the output we need to assess geostrophic balance.\n", + "\n", + "What fields will we need? Look at the geostrophic balance equations. On the left-hand side, the Coriolis parameter $f$ is a function of latitude which we can compute, so we only need to download horizontal velocities $u$ and $v$. On the right-hand side we need density $\\rho$ and pressure $p$, as well as the grid parameters that allow us to compute spatial derivatives.\n", + "\n", + "Here are the lists of variables contained in ECCOv4r4 datasets on PO.DAAC:\n", + "\n", + "[ECCO v4r4 llc90 Grid Dataset Variables - Monthly Means](../../varlist/v4r4_nctiles_monthly_varlist.txt)\n", + "\n", + "[ECCO v4r4 llc90 Grid Dataset Variables - Daily Means](../../varlist/v4r4_nctiles_daily_varlist.txt)\n", + "\n", + "[ECCO v4r4 llc90 Grid Dataset Variables - Snapshots](../../varlist/v4r4_nctiles_snapshots_varlist.txt)\n", + "\n", + "Let's have a look at the monthly means variable list. A text search for \"velocity\" shows us that **UVEL** and **VVEL** are the horizontal velocity variables we need. Importantly, we need to know the ShortName of the datasets containing these variables, which is **ECCO_L4_OCEAN_VEL_LLC0090GRID_MONTHLY_V4R4**.\n", + "\n", + "Searching for \"density\" and we get **RHOAnoma** (in-situ seawater density anomaly), and \"pressure\" gives us **PHIHYD** and **PHIHYDcR** (ocean hydrostatic pressure anomaly)--in this analysis we specifically need to use **PHIHYDcR**, the pressure anomaly at constant depth. These fields are all found in datasets with ShortName **ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_MONTHLY_V4R4**.\n", + "\n", + "Now that the datasets we need have been identified, let's download them for the month of January 2000.\n", + "\n", + "\n", + "> Tip: do you find yourself having to say \"PO.DAAC\", and wondering if you have to spell out all of those letters? Please don't...spare yourself! It's pronounced Poh-dack, and rhymes with \"low stack\", as in the amount of homework you can only hope for as a 1st year PO grad student. :-o" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on function ecco_podaac_download in module ecco_download:\n", + "\n", + "ecco_podaac_download(ShortName, StartDate, EndDate, download_root_dir=None, n_workers=6, force_redownload=False)\n", + " This routine downloads ECCO datasets from PO.DAAC. It is adapted from the Jupyter notebooks created by Jack McNelis and Ian Fenty (https://github.com/ECCO-GROUP/ECCO-ACCESS/blob/master/PODAAC/Downloading_ECCO_datasets_from_PODAAC/README.md) and modified by Andrew Delman (https://ecco-v4-python-tutorial.readthedocs.io).\n", + " \n", + " Parameters\n", + " ----------\n", + " ShortName: the ShortName of the dataset (can be identified from https://search.earthdata.nasa.gov/search?fpj=ECCO, selecting the \"i\" information button and the ShortName will appear in a gray box in the upper-left corner)\n", + " \n", + " StartDate: the start of the time range to be downloaded, expressed in the format \"YYYY-MM-DD\"\n", + " \n", + " EndDate: the end of the time range to be downloaded, expressed in the format \"YYYY-MM-DD\"\n", + " \n", + " download_root_dir: path of the parent directory to download ECCO files\n", + " \n", + " n_workers: number of workers to use in concurrent downloads\n", + " \n", + " force_redownload: if True, existing files will be redownloaded and replaced; if False, existing files will not be replaced\n", + "\n" + ] + } + ], + "source": [ + "# # only need this if ecco_download.py is in a different directory than the tutorial notebook\n", + "# import sys\n", + "# sys.path.append('/home/user/some_other_directory')\n", + "\n", + "# load module into workspace\n", + "from ecco_download import ecco_podaac_download\n", + "# query to see the syntax needed for the download function, using help(), or put ? after the function name\n", + "help(ecco_podaac_download)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "created download directory /home/adelman/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_OCEAN_VEL_LLC0090GRID_MONTHLY_V4R4\n", + "{'ShortName': 'ECCO_L4_OCEAN_VEL_LLC0090GRID_MONTHLY_V4R4', 'temporal': '2000-01-02,2000-01-31'}\n", + "\n", + "Total number of matching granules: 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:06<00:00, 6.25s/it]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=====================================\n", + "total downloaded: 30.6 Mb\n", + "avg download speed: 4.89 Mb/s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# download file (granule) containing Jan 2000 velocities,\n", + "# to default path ~/Downloads/ECCO_V4r4_PODAAC/\n", + "vel_monthly_shortname = \"ECCO_L4_OCEAN_VEL_LLC0090GRID_MONTHLY_V4R4\"\n", + "ecco_podaac_download(ShortName=vel_monthly_shortname,\\\n", + " StartDate=\"2000-01-02\",EndDate=\"2000-01-31\",download_root_dir=None,\\\n", + " n_workers=6,force_redownload=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "created download directory /home/adelman/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_MONTHLY_V4R4\n", + "{'ShortName': 'ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_MONTHLY_V4R4', 'temporal': '2000-01-02,2000-01-31'}\n", + "\n", + "Total number of matching granules: 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:06<00:00, 6.30s/it]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=====================================\n", + "total downloaded: 30.98 Mb\n", + "avg download speed: 4.91 Mb/s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# download file (granule) containing Jan 2000 density/pressure anomalies,\n", + "# to default path ~/Downloads/ECCO_V4r4_PODAAC/\n", + "denspress_monthly_shortname = \"ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_MONTHLY_V4R4\"\n", + "ecco_podaac_download(ShortName=denspress_monthly_shortname,\\\n", + " StartDate=\"2000-01-02\",EndDate=\"2000-01-31\",download_root_dir=None,\\\n", + " n_workers=6,force_redownload=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Notice that the StartDate for each of the downloads was set to the 2nd of the month (2000-01-02) not the 1st. If it is set to the 1st, then the file for Dec 1999 will also be downloaded (which ends on 2000-01-01).\n", + "\n", + "Once you have downloaded the monthly files for velocities and density/pressure, let's also download daily files for each (2000-01-01). Consulting the \"Daily Means\" list of variables, the ShortNames of the datasets needed are very similar; MONTHLY is just replaced with DAILY." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "created download directory /home/adelman/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_OCEAN_VEL_LLC0090GRID_DAILY_V4R4\n", + "{'ShortName': 'ECCO_L4_OCEAN_VEL_LLC0090GRID_DAILY_V4R4', 'temporal': '2000-01-01,2000-01-01'}\n", + "\n", + "Total number of matching granules: 2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2/2 [00:08<00:00, 4.34s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=====================================\n", + "total downloaded: 61.36 Mb\n", + "avg download speed: 7.06 Mb/s\n", + "created download directory /home/adelman/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_DAILY_V4R4\n", + "{'ShortName': 'ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_DAILY_V4R4', 'temporal': '2000-01-01,2000-01-01'}\n", + "\n", + "Total number of matching granules: 2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 2/2 [00:09<00:00, 4.52s/it]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=====================================\n", + "total downloaded: 62.39 Mb\n", + "avg download speed: 6.89 Mb/s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# download file (granule) containing 01 Jan 2000 velocities,\n", + "# to default path ~/Downloads/ECCO_V4r4_PODAAC/\n", + "vel_daily_shortname = \"ECCO_L4_OCEAN_VEL_LLC0090GRID_DAILY_V4R4\"\n", + "ecco_podaac_download(ShortName=vel_daily_shortname,\\\n", + " StartDate=\"2000-01-01\",EndDate=\"2000-01-01\",download_root_dir=None,\\\n", + " n_workers=6,force_redownload=False)\n", + "# download file (granule) containing 01 Jan 2000 density/pressure anomalies,\n", + "# to default path ~/Downloads/ECCO_V4r4_PODAAC/\n", + "dens_press_daily_shortname = \"ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_DAILY_V4R4\"\n", + "ecco_podaac_download(ShortName=dens_press_daily_shortname,\\\n", + " StartDate=\"2000-01-01\",EndDate=\"2000-01-01\",download_root_dir=None,\\\n", + " n_workers=6,force_redownload=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Last but not least, we will need certain parameters from the model grid in order to compute gradients (derivatives with respect to $x$ and $y$). These can be downloaded from [here](https://archive.podaac.earthdata.nasa.gov/podaac-ops-cumulus-protected/ECCO_L4_GEOMETRY_LLC0090GRID_V4R4/GRID_GEOMETRY_ECCO_V4r4_native_llc0090.nc) directly to your computer or by entering the following in a terminal window\n", + "\n", + "*wget --user={username} --password={password} https://archive.podaac.earthdata.nasa.gov/podaac-ops-cumulus-protected/ECCO_L4_GEOMETRY_LLC0090GRID_V4R4/GRID_GEOMETRY_ECCO_V4r4_native_llc0090.nc*\n", + "\n", + "In either case you will need your NASA EarthData login information. Once the file is downloaded, move it to a directory under your ```download_root_dir```. You can enter the commands below into a terminal window to move the file to our default ```download_root_dir```:\n", + "\n", + "*mkdir ~/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_GEOMETRY_LLC0090GRID_V4R4/*\n", + "\n", + "*mv GRID_GEOMETRY_ECCO_V4r4_native_llc0090.nc ~/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_GEOMETRY_LLC0090GRID_V4R4/*" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now check the directory where the ECCO output was downloaded to, this will be under ~/Downloads/ECCO_V4r4_PODAAC/ unless you changed the path under the ```download_root_dir``` option. There should be (at least) 5 subfolders corresponding to 2 datasets each of monthly and daily means, as well as a folder for the grid parameters. The monthly mean folders contain 1 file each for Jan 2000, the daily mean folders contain 2 files each (1999-12-31 and 2000-01-01)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting density and pressure anomalies on a single \"tile\"\n", + "\n", + "Now let's load one of our datasets and create a couple plots. First we'll load some Python packages that will help us read and plot the data, then we'll load the monthly density/stratification/pressure dataset into our workspace." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "number of files to load: 1\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import xarray as xr\n", + "import xmitgcm\n", + "import xgcm\n", + "import glob\n", + "from os.path import expanduser,join\n", + "user_home_dir = expanduser('~')\n", + "sys.path.append(user_home_dir + '/ECCOv4-py')\n", + "import ecco_v4_py as ecco\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# locate files to load\n", + "download_root_dir = join(user_home_dir,'Downloads/ECCO_V4r4_PODAAC')\n", + "download_dir = join(download_root_dir,denspress_monthly_shortname)\n", + "curr_denspress_files = list(glob.glob(download_dir + '/*nc'))\n", + "\n", + "print(f'number of files to load: {len(curr_denspress_files)}')\n", + "\n", + "# load file into workspace\n", + "# (in this case only 1 file, but this function can load multiple netCDF files with compatible dimensions)\n", + "ds_denspress_mo = xr.open_mfdataset(curr_denspress_files, parallel=True, data_vars='minimal',\\\n", + " coords='minimal', compat='override')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have just loaded the contents of the netCDF file into the workspace using the package ```xarray```. We can look at a summary of the contents of this xarray DataSet:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset>\n",
    +       "Dimensions:    (i: 90, i_g: 90, j: 90, j_g: 90, k: 50, k_u: 50, k_l: 50, k_p1: 51, tile: 13, time: 1, nv: 2, nb: 4)\n",
    +       "Coordinates: (12/22)\n",
    +       "  * i          (i) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * i_g        (i_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * j          (j) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * j_g        (j_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * k          (k) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n",
    +       "  * k_u        (k_u) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n",
    +       "    ...         ...\n",
    +       "    Zu         (k_u) float32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
    +       "    Zl         (k_l) float32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
    +       "    time_bnds  (time, nv) datetime64[ns] dask.array<chunksize=(1, 2), meta=np.ndarray>\n",
    +       "    XC_bnds    (tile, j, i, nb) float32 dask.array<chunksize=(13, 90, 90, 4), meta=np.ndarray>\n",
    +       "    YC_bnds    (tile, j, i, nb) float32 dask.array<chunksize=(13, 90, 90, 4), meta=np.ndarray>\n",
    +       "    Z_bnds     (k, nv) float32 dask.array<chunksize=(50, 2), meta=np.ndarray>\n",
    +       "Dimensions without coordinates: nv, nb\n",
    +       "Data variables:\n",
    +       "    RHOAnoma   (time, k, tile, j, i) float32 dask.array<chunksize=(1, 50, 13, 90, 90), meta=np.ndarray>\n",
    +       "    DRHODR     (time, k_l, tile, j, i) float32 dask.array<chunksize=(1, 50, 13, 90, 90), meta=np.ndarray>\n",
    +       "    PHIHYD     (time, k, tile, j, i) float32 dask.array<chunksize=(1, 50, 13, 90, 90), meta=np.ndarray>\n",
    +       "    PHIHYDcR   (time, k, tile, j, i) float32 dask.array<chunksize=(1, 50, 13, 90, 90), meta=np.ndarray>\n",
    +       "Attributes: (12/62)\n",
    +       "    acknowledgement:                 This research was carried out by the Jet...\n",
    +       "    author:                          Ian Fenty and Ou Wang\n",
    +       "    cdm_data_type:                   Grid\n",
    +       "    comment:                         Fields provided on the curvilinear lat-l...\n",
    +       "    Conventions:                     CF-1.8, ACDD-1.3\n",
    +       "    coordinates_comment:             Note: the global 'coordinates' attribute...\n",
    +       "    ...                              ...\n",
    +       "    time_coverage_duration:          P1M\n",
    +       "    time_coverage_end:               2000-02-01T00:00:00\n",
    +       "    time_coverage_resolution:        P1M\n",
    +       "    time_coverage_start:             2000-01-01T00:00:00\n",
    +       "    title:                           ECCO Ocean Density, Stratification, and ...\n",
    +       "    uuid:                            166a1992-4182-11eb-82f9-0cc47a3f43f9
    " + ], + "text/plain": [ + "\n", + "Dimensions: (i: 90, i_g: 90, j: 90, j_g: 90, k: 50, k_u: 50, k_l: 50, k_p1: 51, tile: 13, time: 1, nv: 2, nb: 4)\n", + "Coordinates: (12/22)\n", + " * i (i) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * i_g (i_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * j (j) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * j_g (j_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * k (k) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n", + " * k_u (k_u) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n", + " ... ...\n", + " Zu (k_u) float32 dask.array\n", + " Zl (k_l) float32 dask.array\n", + " time_bnds (time, nv) datetime64[ns] dask.array\n", + " XC_bnds (tile, j, i, nb) float32 dask.array\n", + " YC_bnds (tile, j, i, nb) float32 dask.array\n", + " Z_bnds (k, nv) float32 dask.array\n", + "Dimensions without coordinates: nv, nb\n", + "Data variables:\n", + " RHOAnoma (time, k, tile, j, i) float32 dask.array\n", + " DRHODR (time, k_l, tile, j, i) float32 dask.array\n", + " PHIHYD (time, k, tile, j, i) float32 dask.array\n", + " PHIHYDcR (time, k, tile, j, i) float32 dask.array\n", + "Attributes: (12/62)\n", + " acknowledgement: This research was carried out by the Jet...\n", + " author: Ian Fenty and Ou Wang\n", + " cdm_data_type: Grid\n", + " comment: Fields provided on the curvilinear lat-l...\n", + " Conventions: CF-1.8, ACDD-1.3\n", + " coordinates_comment: Note: the global 'coordinates' attribute...\n", + " ... ...\n", + " time_coverage_duration: P1M\n", + " time_coverage_end: 2000-02-01T00:00:00\n", + " time_coverage_resolution: P1M\n", + " time_coverage_start: 2000-01-01T00:00:00\n", + " title: ECCO Ocean Density, Stratification, and ...\n", + " uuid: 166a1992-4182-11eb-82f9-0cc47a3f43f9" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_denspress_mo" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the summary above, the **boldface** coordinates are also dimensions, used to index and locate the other variables in the dataset. For the remaining variables, the 2nd column indicates the dimensions of each gridded variable. For example, most of the \"data variables\" are indexed on coordinates (time, k, tile, j, i). The global grid of ECCO is made up of 13 \"tiles\" with 90x90 horizontal grid cells each (see [this tutorial](../doc/fields.rst) for more information on the ECCO grid). Time has length 1 (Jan 2000), k (depth) has length 50, tile has length 13, and j and i each have lengths 90.\n", + "\n", + "Now let's plot density anomaly at the surface on a single tile. Python indexing (unlike Matlab or some other programming languages) starts at zero, so the surface index is ```k=0```, and we will plot ```tile=1``` (the 2nd of 13 tiles)." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "densanom = ds_denspress_mo.RHOAnoma\n", + "densanom_surf = densanom.isel(k=0)\n", + "\n", + "plt.rcParams[\"font.size\"] = 16 # set default font size for plots in this tutorial\n", + "densanom_surf_plot = (densanom_surf.isel(tile=1)).plot(cmap='seismic')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So that's one quick and easy way to get a look at a map of ECCO fields (at least on a single tile). The ```xarray``` package is very convenient to use with netCDF files as it retains data and coordinate labels/attributes even as you plot and manipulate the data.\n", + "\n", + "But wait a moment...why are all of the density values negative?? The variable that we just plotted is the \"in-situ seawater density anomaly\". But anomaly relative to what? Let's consult the attributes for this variable, contained in the variable's DataArray.\n", + "> Tip: When a variable is subsetted from an xarray DataSet, an xarray DataArrray object is created. An xarray DataArray contains only one data variable, but retains coordinates and attributes from the parent Dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.DataArray 'RHOAnoma' (time: 1, k: 50, tile: 13, j: 90, i: 90)>\n",
    +       "dask.array<open_dataset-20bdd5859f2dbbbf92c9767196f1916aRHOAnoma, shape=(1, 50, 13, 90, 90), dtype=float32, chunksize=(1, 50, 13, 90, 90), chunktype=numpy.ndarray>\n",
    +       "Coordinates:\n",
    +       "  * i        (i) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * j        (j) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * k        (k) int32 0 1 2 3 4 5 6 7 8 9 10 ... 40 41 42 43 44 45 46 47 48 49\n",
    +       "  * tile     (tile) int32 0 1 2 3 4 5 6 7 8 9 10 11 12\n",
    +       "  * time     (time) datetime64[ns] 2000-01-16T12:00:00\n",
    +       "    XC       (tile, j, i) float32 dask.array<chunksize=(13, 90, 90), meta=np.ndarray>\n",
    +       "    YC       (tile, j, i) float32 dask.array<chunksize=(13, 90, 90), meta=np.ndarray>\n",
    +       "    Z        (k) float32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
    +       "Attributes:\n",
    +       "    long_name:              In-situ seawater density anomaly\n",
    +       "    units:                  kg m-3\n",
    +       "    coverage_content_type:  modelResult\n",
    +       "    valid_min:              -18.81316375732422\n",
    +       "    valid_max:              25.540061950683594\n",
    +       "    comment:                In-situ seawater density anomaly relative to the ...
    " + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates:\n", + " * i (i) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n", + " * j (j) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n", + " * k (k) int32 0 1 2 3 4 5 6 7 8 9 10 ... 40 41 42 43 44 45 46 47 48 49\n", + " * tile (tile) int32 0 1 2 3 4 5 6 7 8 9 10 11 12\n", + " * time (time) datetime64[ns] 2000-01-16T12:00:00\n", + " XC (tile, j, i) float32 dask.array\n", + " YC (tile, j, i) float32 dask.array\n", + " Z (k) float32 dask.array\n", + "Attributes:\n", + " long_name: In-situ seawater density anomaly\n", + " units: kg m-3\n", + " coverage_content_type: modelResult\n", + " valid_min: -18.81316375732422\n", + " valid_max: 25.540061950683594\n", + " comment: In-situ seawater density anomaly relative to the ..." + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "densanom" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note the attribute \"comment\" at the bottom. The density anomaly is relative to a constant value, 1029 kg m-3. So if we need the actual density value, we add 1029 to the density anomaly." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rhoConst = 1029.\n", + "dens = rhoConst + densanom\n", + "dens_surf = dens.isel(k=0)\n", + "dens_surf_plot = (dens_surf.isel(tile=1)).plot(cmap='RdYlBu_r')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The map looks the same, but the colorbar labels are now actual density values. However the colorbar label, which previously was assigned automatically by xarray's plot function, got confused since we created a new data array (density) from the old array (density anomaly). We can update variable name and attributes in the **dens** DataArray accordingly." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dens.name = 'RHO'\n", + "dens.attrs.update({'long_name': 'In-situ seawater density', 'units': 'kg m-3'})\n", + "\n", + "# re-plot surface density\n", + "dens_surf = dens.isel(k=0)\n", + "dens_surf_plot = (dens_surf.isel(tile=1)).plot(cmap='RdYlBu_r')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's plot pressure anomaly, and for a different depth level, ```k=20``` (the 21st depth level counting from the surface)." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/adelman/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:7: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " import sys\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Pressure anomaly at 351 meters depth')" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pressanom = ds_denspress_mo.PHIHYDcR\n", + "k_plot = 20\n", + "pressanom_plot = (pressanom.isel(tile=1,k=k_plot)).plot(cmap='RdYlBu_r')\n", + "# change plot title to show depth of plotted level\n", + "depth_plot_level = -pressanom.Z[k_plot].values # sign change, as the Z variable has negative values for depths below the surface\n", + "curr_axes = pressanom_plot.axes\n", + "curr_axes.set_title('Pressure anomaly at ' + str(np.int(np.round(depth_plot_level))) + ' meters depth')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see, the units are different from standard pressure units (which would be N m-2 or kg m-1 s-2). Consult the attributes for this variable:" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    <xarray.DataArray 'PHIHYDcR' (time: 1, k: 50, tile: 13, j: 90, i: 90)>\n",
    +       "dask.array<open_dataset-20bdd5859f2dbbbf92c9767196f1916aPHIHYDcR, shape=(1, 50, 13, 90, 90), dtype=float32, chunksize=(1, 50, 13, 90, 90), chunktype=numpy.ndarray>\n",
    +       "Coordinates:\n",
    +       "  * i        (i) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * j        (j) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * k        (k) int32 0 1 2 3 4 5 6 7 8 9 10 ... 40 41 42 43 44 45 46 47 48 49\n",
    +       "  * tile     (tile) int32 0 1 2 3 4 5 6 7 8 9 10 11 12\n",
    +       "  * time     (time) datetime64[ns] 2000-01-16T12:00:00\n",
    +       "    XC       (tile, j, i) float32 dask.array<chunksize=(13, 90, 90), meta=np.ndarray>\n",
    +       "    YC       (tile, j, i) float32 dask.array<chunksize=(13, 90, 90), meta=np.ndarray>\n",
    +       "    Z        (k) float32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
    +       "Attributes:\n",
    +       "    long_name:              Ocean hydrostatic pressure anomaly at constant de...\n",
    +       "    units:                  m2 s-2\n",
    +       "    coverage_content_type:  modelResult\n",
    +       "    comment:                PHIHYD = p(k) / rhoConst - g z(k,t), where p = hy...\n",
    +       "    valid_min:              78.17041778564453\n",
    +       "    valid_max:              783.6217041015625
    " + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates:\n", + " * i (i) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n", + " * j (j) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n", + " * k (k) int32 0 1 2 3 4 5 6 7 8 9 10 ... 40 41 42 43 44 45 46 47 48 49\n", + " * tile (tile) int32 0 1 2 3 4 5 6 7 8 9 10 11 12\n", + " * time (time) datetime64[ns] 2000-01-16T12:00:00\n", + " XC (tile, j, i) float32 dask.array\n", + " YC (tile, j, i) float32 dask.array\n", + " Z (k) float32 dask.array\n", + "Attributes:\n", + " long_name: Ocean hydrostatic pressure anomaly at constant de...\n", + " units: m2 s-2\n", + " coverage_content_type: modelResult\n", + " comment: PHIHYD = p(k) / rhoConst - g z(k,t), where p = hy...\n", + " valid_min: 78.17041778564453\n", + " valid_max: 783.6217041015625" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pressanom" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That's a long comment! But what we need to know is that **PHIHYDcR** is related to the actual in-situ ocean pressure $p$ by\n", + "\n", + "$$\n", + "{\\rm{PHIHYDcR}} = \\frac{p}{\\rm{rhoConst}} - gz\n", + "$$\n", + "\n", + "where $z$ is a depth coordinate, and rhoConst and $g$ are constants. Therefore, the $gz$ term does not impact the computation of ***horizontal*** gradients of pressure, which is what we need for geostrophic balance. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Mapping geostrophic balance\n", + "\n", + "Now that we are aware of the corrections needed to get actual in-situ density and pressure (gradients) from ECCO, we are ready to assess geostrophic balance. Let's consider the ```k=20``` depth level again. The right-hand side of the geostrophic balance equations are $(1/\\rho){p_x}$ and $-(1/\\rho){p_y}$, and $p_x$ and $p_y$ can be computed as\n", + "\n", + "$$\n", + "p_x = ({\\rm{rhoConst}})\\frac{\\partial}{\\partial{x}}{\\rm{PHIHYDcR}}\n", + "$$\n", + "$$\n", + "p_y = ({\\rm{rhoConst}})\\frac{\\partial}{\\partial{y}}{\\rm{PHIHYDcR}}\n", + "$$\n", + "\n", + "with ${\\rm rhoConst} = 1029 \\, {\\rm kg \\, m}^{-3}$.\n", + "\n", + "Now we load the grid parameters to help us compute derivatives:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    <xarray.Dataset>\n",
    +       "Dimensions:  (i: 90, i_g: 90, j: 90, j_g: 90, k: 50, k_u: 50, k_l: 50, k_p1: 51, tile: 13, nb: 4, nv: 2)\n",
    +       "Coordinates: (12/20)\n",
    +       "  * i        (i) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n",
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    +       "    ...       ...\n",
    +       "    Zp1      (k_p1) float32 0.0 -10.0 -20.0 ... -5.244e+03 -5.678e+03 -6.134e+03\n",
    +       "    Zu       (k_u) float32 -10.0 -20.0 -30.0 ... -5.678e+03 -6.134e+03\n",
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    +       "    XC_bnds  (tile, j, i, nb) float32 ...\n",
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    +       "    Z_bnds   (k, nv) float32 0.0 -10.0 -10.0 ... -5.678e+03 -6.134e+03\n",
    +       "Dimensions without coordinates: nb, nv\n",
    +       "Data variables: (12/21)\n",
    +       "    CS       (tile, j, i) float32 ...\n",
    +       "    SN       (tile, j, i) float32 ...\n",
    +       "    rA       (tile, j, i) float32 ...\n",
    +       "    dxG      (tile, j_g, i) float32 ...\n",
    +       "    dyG      (tile, j, i_g) float32 ...\n",
    +       "    Depth    (tile, j, i) float32 ...\n",
    +       "    ...       ...\n",
    +       "    hFacC    (k, tile, j, i) float32 ...\n",
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    +       "    maskC    (k, tile, j, i) bool ...\n",
    +       "    maskW    (k, tile, j, i_g) bool ...\n",
    +       "    maskS    (k, tile, j_g, i) bool ...\n",
    +       "Attributes: (12/58)\n",
    +       "    acknowledgement:                 This research was carried out by the Jet...\n",
    +       "    author:                          Ian Fenty and Ou Wang\n",
    +       "    cdm_data_type:                   Grid\n",
    +       "    comment:                         Fields provided on the curvilinear lat-l...\n",
    +       "    Conventions:                     CF-1.8, ACDD-1.3\n",
    +       "    coordinates_comment:             Note: the global 'coordinates' attribute...\n",
    +       "    ...                              ...\n",
    +       "    references:                      ECCO Consortium, Fukumori, I., Wang, O.,...\n",
    +       "    source:                          The ECCO V4r4 state estimate was produce...\n",
    +       "    standard_name_vocabulary:        NetCDF Climate and Forecast (CF) Metadat...\n",
    +       "    summary:                         This dataset provides geometric paramete...\n",
    +       "    title:                           ECCO Geometry Parameters for the Lat-Lon...\n",
    +       "    uuid:                            87ff7d24-86e5-11eb-9c5f-f8f21e2ee3e0
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    <xarray.DataArray 'dp_dx' (time: 1, k: 50, tile: 13, j: 90, i: 90)>\n",
    +       "dask.array<mul, shape=(1, 50, 13, 90, 90), dtype=float32, chunksize=(1, 50, 1, 90, 88), chunktype=numpy.ndarray>\n",
    +       "Coordinates:\n",
    +       "  * time     (time) datetime64[ns] 2000-01-16T12:00:00\n",
    +       "  * k        (k) int32 0 1 2 3 4 5 6 7 8 9 10 ... 40 41 42 43 44 45 46 47 48 49\n",
    +       "  * tile     (tile) int32 0 1 2 3 4 5 6 7 8 9 10 11 12\n",
    +       "  * j        (j) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n",
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    " + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2000-01-16T12:00:00\n", + " * k (k) int32 0 1 2 3 4 5 6 7 8 9 10 ... 40 41 42 43 44 45 46 47 48 49\n", + " * tile (tile) int32 0 1 2 3 4 5 6 7 8 9 10 11 12\n", + " * j (j) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89\n", + " * i (i) int32 0 1 2 3 4 5 6 7 8 9 10 ... 80 81 82 83 84 85 86 87 88 89" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# specify connections between tiles/faces of the grid\n", + "face_connections = {'tile':\n", + " {0: {'X': ((12, 'Y', False), (3, 'X', False)),\n", + " 'Y': (None, (1, 'Y', False))},\n", + " 1: {'X': ((11, 'Y', False), (4, 'X', False)),\n", + " 'Y': ((0, 'Y', False), (2, 'Y', False))},\n", + " 2: {'X': ((10, 'Y', False), (5, 'X', False)),\n", + " 'Y': ((1, 'Y', False), (6, 'X', False))},\n", + " 3: {'X': ((0, 'X', False), (9, 'Y', False)),\n", + " 'Y': (None, (4, 'Y', False))},\n", + " 4: {'X': ((1, 'X', False), (8, 'Y', False)),\n", + " 'Y': ((3, 'Y', False), (5, 'Y', False))},\n", + " 5: {'X': ((2, 'X', False), (7, 'Y', False)),\n", + " 'Y': ((4, 'Y', False), (6, 'Y', False))},\n", + " 6: {'X': ((2, 'Y', False), (7, 'X', False)),\n", + " 'Y': ((5, 'Y', False), (10, 'X', False))},\n", + " 7: {'X': ((6, 'X', False), (8, 'X', False)),\n", + " 'Y': ((5, 'X', False), (10, 'Y', False))},\n", + " 8: {'X': ((7, 'X', False), (9, 'X', False)),\n", + " 'Y': ((4, 'X', False), (11, 'Y', False))},\n", + " 9: {'X': ((8, 'X', False), None),\n", + " 'Y': ((3, 'X', False), (12, 'Y', False))},\n", + " 10: {'X': ((6, 'Y', False), (11, 'X', False)),\n", + " 'Y': ((7, 'Y', False), (2, 'X', False))},\n", + " 11: {'X': ((10, 'X', False), (12, 'X', False)),\n", + " 'Y': ((8, 'Y', False), (1, 'X', False))},\n", + " 12: {'X': ((11, 'X', False), None),\n", + " 'Y': ((9, 'Y', False), (0, 'X', False))}}} \n", + "\n", + "# create xgcm Grid object\n", + "grid = xgcm.Grid(ds_grid,periodic=False,face_connections=face_connections)\n", + "\n", + "# compute derivatives of pressure in x and y\n", + "d_press_dx = (grid.diff(rhoConst*pressanom,axis=\"X\",boundary='extend'))/ds_grid.dxC\n", + "d_press_dy = (grid.diff(rhoConst*pressanom,axis=\"Y\",boundary='extend'))/ds_grid.dyC\n", + "\n", + "# interpolate (vector) gradient values to center of grid cells\n", + "press_grads_interp = grid.interp_2d_vector({'X':d_press_dx,'Y':d_press_dy},boundary='extend')\n", + "dp_dx = press_grads_interp['X']\n", + "dp_dy = press_grads_interp['Y']\n", + "dp_dx.name = 'dp_dx'\n", + "dp_dy.name = 'dp_dy'\n", + "\n", + "dp_dx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Notice that the DataArray **dp_dx** has (j,i) horizontal coordinates, indicating that it is centered in the grid cells (after the interpolation operation). You can check that the same is true of **dp_dy**.\n", + "\n", + "Now we use density to compute the right-hand side of the geostrophic balance equations." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# compute right-hand side of geostrophic balance equations\n", + "geos_bal_RHS_1 = dp_dx/dens\n", + "geos_bal_RHS_2 = -dp_dy/dens\n", + "\n", + "# plot RHS of 1st geostrophic balance equation\n", + "curr_plot = (geos_bal_RHS_1.isel(tile=1,k=20)).plot()\n", + "plt.title('(1/rho)p_x')\n", + "# adjust colormap limits (multiply by 0.3)\n", + "curr_clim = np.asarray(curr_plot.get_clim())\n", + "curr_plot.set_clim(0.3*curr_clim)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To compare with the left-hand side we need to retrieve the velocity fields, center them in the grid cells, and compute $f$. With the tools we've covered so far, this is fairly straightforward." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "number of files to load: 1\n" + ] + }, + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset>\n",
    +       "Dimensions:    (i: 90, i_g: 90, j: 90, j_g: 90, k: 50, k_u: 50, k_l: 50, k_p1: 51, tile: 13, time: 1, nv: 2, nb: 4)\n",
    +       "Coordinates: (12/22)\n",
    +       "  * i          (i) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * i_g        (i_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * j          (j) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * j_g        (j_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n",
    +       "  * k          (k) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n",
    +       "  * k_u        (k_u) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n",
    +       "    ...         ...\n",
    +       "    Zu         (k_u) float32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
    +       "    Zl         (k_l) float32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
    +       "    time_bnds  (time, nv) datetime64[ns] dask.array<chunksize=(1, 2), meta=np.ndarray>\n",
    +       "    XC_bnds    (tile, j, i, nb) float32 dask.array<chunksize=(13, 90, 90, 4), meta=np.ndarray>\n",
    +       "    YC_bnds    (tile, j, i, nb) float32 dask.array<chunksize=(13, 90, 90, 4), meta=np.ndarray>\n",
    +       "    Z_bnds     (k, nv) float32 dask.array<chunksize=(50, 2), meta=np.ndarray>\n",
    +       "Dimensions without coordinates: nv, nb\n",
    +       "Data variables:\n",
    +       "    UVEL       (time, k, tile, j, i_g) float32 dask.array<chunksize=(1, 50, 13, 90, 90), meta=np.ndarray>\n",
    +       "    VVEL       (time, k, tile, j_g, i) float32 dask.array<chunksize=(1, 50, 13, 90, 90), meta=np.ndarray>\n",
    +       "    WVEL       (time, k_l, tile, j, i) float32 dask.array<chunksize=(1, 50, 13, 90, 90), meta=np.ndarray>\n",
    +       "Attributes: (12/62)\n",
    +       "    acknowledgement:                 This research was carried out by the Jet...\n",
    +       "    author:                          Ian Fenty and Ou Wang\n",
    +       "    cdm_data_type:                   Grid\n",
    +       "    comment:                         Fields provided on the curvilinear lat-l...\n",
    +       "    Conventions:                     CF-1.8, ACDD-1.3\n",
    +       "    coordinates_comment:             Note: the global 'coordinates' attribute...\n",
    +       "    ...                              ...\n",
    +       "    time_coverage_duration:          P1M\n",
    +       "    time_coverage_end:               2000-02-01T00:00:00\n",
    +       "    time_coverage_resolution:        P1M\n",
    +       "    time_coverage_start:             2000-01-01T00:00:00\n",
    +       "    title:                           ECCO Ocean Velocity - Monthly Mean llc90...\n",
    +       "    uuid:                            32bd652c-4182-11eb-bd5c-0cc47a3f82e7
    " + ], + "text/plain": [ + "\n", + "Dimensions: (i: 90, i_g: 90, j: 90, j_g: 90, k: 50, k_u: 50, k_l: 50, k_p1: 51, tile: 13, time: 1, nv: 2, nb: 4)\n", + "Coordinates: (12/22)\n", + " * i (i) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * i_g (i_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * j (j) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * j_g (j_g) int32 0 1 2 3 4 5 6 7 8 9 ... 80 81 82 83 84 85 86 87 88 89\n", + " * k (k) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n", + " * k_u (k_u) int32 0 1 2 3 4 5 6 7 8 9 ... 40 41 42 43 44 45 46 47 48 49\n", + " ... ...\n", + " Zu (k_u) float32 dask.array\n", + " Zl (k_l) float32 dask.array\n", + " time_bnds (time, nv) datetime64[ns] dask.array\n", + " XC_bnds (tile, j, i, nb) float32 dask.array\n", + " YC_bnds (tile, j, i, nb) float32 dask.array\n", + " Z_bnds (k, nv) float32 dask.array\n", + "Dimensions without coordinates: nv, nb\n", + "Data variables:\n", + " UVEL (time, k, tile, j, i_g) float32 dask.array\n", + " VVEL (time, k, tile, j_g, i) float32 dask.array\n", + " WVEL (time, k_l, tile, j, i) float32 dask.array\n", + "Attributes: (12/62)\n", + " acknowledgement: This research was carried out by the Jet...\n", + " author: Ian Fenty and Ou Wang\n", + " cdm_data_type: Grid\n", + " comment: Fields provided on the curvilinear lat-l...\n", + " Conventions: CF-1.8, ACDD-1.3\n", + " coordinates_comment: Note: the global 'coordinates' attribute...\n", + " ... ...\n", + " time_coverage_duration: P1M\n", + " time_coverage_end: 2000-02-01T00:00:00\n", + " time_coverage_resolution: P1M\n", + " time_coverage_start: 2000-01-01T00:00:00\n", + " title: ECCO Ocean Velocity - Monthly Mean llc90...\n", + " uuid: 32bd652c-4182-11eb-bd5c-0cc47a3f82e7" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# locate files to load\n", + "download_root_dir = join(user_home_dir,'Downloads/ECCO_V4r4_PODAAC')\n", + "download_dir = join(download_root_dir,vel_monthly_shortname)\n", + "curr_vel_files = list(glob.glob(download_dir + '/*nc'))\n", + "\n", + "print(f'number of files to load: {len(curr_vel_files)}')\n", + "\n", + "# load file into workspace\n", + "# (in this case only 1 file, but this function can load multiple netCDF files with compatible dimensions)\n", + "ds_vel_mo = xr.open_mfdataset(curr_vel_files, parallel=True, data_vars='minimal',\\\n", + " coords='minimal', compat='override')\n", + "\n", + "# check the variables and their associated units\n", + "ds_vel_mo" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Maps with a land mask\n", + "\n", + "The maps below also include a land mask, using a function that we define in the code to plot a mask. As you write more code in Python, you will likely find yourself relying more and more on functions, rather than scripts or code blocks that run linearly top to bottom." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\"\n", + "Note: the model velocities UVEL/u and VVEL/v are defined on the model grid axes.\n", + "On some tiles (like tile=1 which we plot below) \n", + "u and v will be essentially the eastward and northward velocity respectively.\n", + "But on other tiles the model axes are very different from geographic axes.\n", + "What matters for now is that these two components are always locally perpendicular.\n", + "\"\"\"\n", + "# interpolate velocities to center of grid cells\n", + "vel_interp = grid.interp_2d_vector({'X':ds_vel_mo.UVEL,'Y':ds_vel_mo.VVEL},boundary='extend')\n", + "u = vel_interp['X']\n", + "v = vel_interp['Y']\n", + "\n", + "# compute f from latitude of grid cell centers\n", + "lat = ds_grid.YC\n", + "Omega = (2*np.pi)/86164\n", + "lat_rad = (np.pi/180)*lat # convert latitude from degrees to radians\n", + "f = 2*Omega*np.sin(lat_rad)\n", + "\n", + "# compute left-hand side of geostrophic balance equations\n", + "geos_bal_LHS_1 = f*v\n", + "geos_bal_LHS_2 = f*u\n", + "\n", + "\n", + "# load land mask (a boolean array) from grid parameters\n", + "# Note: maskC has True (1) over water and False (0) over land\n", + "# we want the reverse for a land_mask, so ~ switches the boolean values\n", + "land_mask = ~ds_grid.maskC\n", + "\n", + "# Introduce function to plot mask\n", + "from matplotlib.colors import ListedColormap\n", + "def plot_mask(*args,ax,color_rgb):\n", + " \"Plot mask, given (optional) X and Y, 2-D mask, axes ax, and color_rgb, a 3-element NumPy array\" \n", + " if len(args) == 1:\n", + " mask = args[0]\n", + " else:\n", + " X = args[0]\n", + " Y = args[1]\n", + " mask = args[2]\n", + " # mask_array = np.zeros(mask.shape + (4,)) # last dimension of length 4 is RGBA (red-green-blue-alpha)\n", + " # mask_array[:,:,0:3] = color_rgb\n", + " # set alpha values to 1 where mask is plotted, 0 otherwise\n", + " if str(type(mask))[0:5] == 'xarray':\n", + " mask = mask.values\n", + " colormap = ListedColormap(np.concatenate((np.tile(color_rgb,(2,1)),np.array([[0],[1]])),axis=-1))\n", + " # plot land mask\n", + " if len(args) == 1:\n", + " ax.pcolormesh(mask,cmap=colormap,vmin=0.,vmax=1.,zorder=50)\n", + " else:\n", + " ax.pcolormesh(X,Y,mask,cmap=colormap,vmin=0.,vmax=1.,zorder=50)\n", + " if np.diff(ax.get_ylim()) < 0:\n", + " ax.set_ylim(ax.get_ylim()[::-1]) # set direction of y-axis so that values increase upward\n", + "\n", + "# Introduce function to scale colormap\n", + "def cmap_zerocent_scale(plot,scale_factor):\n", + " \"\"\"\n", + " Center colormap at zero and scale relative to existing |maximum| value, \n", + " given plot object and scale_factor, a number of type float.\n", + " Returns new colormap limits as new_clim.\n", + " \"\"\"\n", + " curr_clim = plot.get_clim()\n", + " new_clim = (scale_factor*np.max(np.abs(curr_clim)))*np.array([-1,1])\n", + " plot.set_clim(new_clim)\n", + " return new_clim\n", + "\n", + "\n", + "# plot LHS and RHS of equations for tile = 1, k = 20 in a figure with 2x2 subplots\n", + "# arrays need to have singleton (time) dimension removed with .squeeze() before plotting\n", + "tile_plot = 1\n", + "k_plot = 20\n", + "fig,axs = plt.subplots(2,2,figsize=(11,8))\n", + "curr_land_mask = land_mask.isel(tile=tile_plot,k=k_plot).squeeze()\n", + "\n", + "curr_ax = axs[0,0]\n", + "curr_plot = curr_ax.pcolormesh((geos_bal_LHS_1.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,)) # plots land mask in black\n", + "plot_clim = cmap_zerocent_scale(curr_plot,0.3) # centers colormap at zero and scales\n", + "curr_ax.set_title('fv')\n", + "fig.colorbar(curr_plot,ax=curr_ax)\n", + "curr_ax = axs[0,1]\n", + "curr_plot = curr_ax.pcolormesh((geos_bal_RHS_1.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "curr_plot.set_clim(plot_clim) # set RHS colormap limits to same values as LHS\n", + "curr_ax.set_title('(1/rho)p_x')\n", + "fig.colorbar(curr_plot,ax=curr_ax)\n", + "\n", + "curr_ax = axs[1,0]\n", + "curr_plot = curr_ax.pcolormesh((geos_bal_LHS_2.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "plot_clim = cmap_zerocent_scale(curr_plot,0.3)\n", + "curr_ax.set_title('fu')\n", + "fig.colorbar(curr_plot,ax=curr_ax)\n", + "curr_ax = axs[1,1]\n", + "curr_plot = curr_ax.pcolormesh((geos_bal_RHS_2.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "curr_plot.set_clim(plot_clim) # set RHS colormap limits to same values as LHS\n", + "curr_ax.set_title('-(1/rho)p_y')\n", + "fig.colorbar(curr_plot,ax=curr_ax)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see, the left and right plots in each row are nearly identical!\n", + "\n", + "We can also plot the equation divided by $f$ so each side is in units of velocity. Actual velocities $v$, $u$ are on the left, and *geostrophic* velocities $v_g$, $u_g$ are on the right--the velocities that are \"explained\" by geostrophic balance.\n", + "\n", + "$$\n", + "v_g = \\frac{1}{f{\\rho}}p_x\n", + "$$\n", + "$$\n", + "u_g = -\\frac{1}{f{\\rho}}p_y\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/adelman/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " from ipykernel import kernelapp as app\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# compute geostrophic velocities\n", + "v_g = geos_bal_RHS_1/f\n", + "u_g = geos_bal_RHS_2/f\n", + "\n", + "\n", + "# plot LHS and RHS of equations for tile = 1, k = 20 in a figure with 2x2 subplots\n", + "# arrays need to have singleton (time) dimension removed with .squeeze() before plotting\n", + "tile_plot = 1\n", + "k_plot = 20\n", + "fig,axs = plt.subplots(2,2,figsize=(11,8))\n", + "curr_land_mask = land_mask.isel(tile=tile_plot,k=k_plot).squeeze()\n", + "\n", + "# identify depth level for plot titles\n", + "depth_plot_level = -ds_grid.Z[k_plot].values\n", + "depth_str = str(np.int(np.round(depth_plot_level))) # convert depth level (rounded to nearest meter) to a string for plot titles\n", + "\n", + "curr_ax = axs[0,0]\n", + "curr_plot = curr_ax.pcolormesh((v.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "plot_clim = cmap_zerocent_scale(curr_plot,0.3)\n", + "curr_ax.set_title('v, ' + depth_str + ' m depth')\n", + "cbar = fig.colorbar(curr_plot,ax=axs[0,0])\n", + "cbar.set_label('Velocity [m s-1]')\n", + "curr_ax = axs[0,1]\n", + "curr_plot = curr_ax.pcolormesh((v_g.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "curr_plot.set_clim(plot_clim)\n", + "curr_ax.set_title('v_g, ' + depth_str + ' m depth')\n", + "cbar = fig.colorbar(curr_plot,ax=axs[0,1])\n", + "cbar.set_label('Velocity [m s-1]')\n", + "\n", + "curr_ax = axs[1,0]\n", + "curr_plot = curr_ax.pcolormesh((u.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "plot_clim = cmap_zerocent_scale(curr_plot,0.3)\n", + "curr_ax.set_title('u, ' + depth_str + ' m depth')\n", + "cbar = fig.colorbar(curr_plot,ax=axs[1,0])\n", + "cbar.set_label('Velocity [m s-1]')\n", + "curr_ax = axs[1,1]\n", + "curr_plot = axs[1,1].pcolormesh((u_g.isel(tile=tile_plot,k=k_plot)).squeeze(),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "curr_plot.set_clim(plot_clim)\n", + "curr_ax.set_title('u_g, ' + depth_str + ' m depth')\n", + "cbar = fig.colorbar(curr_plot,ax=axs[1,1])\n", + "cbar.set_label('Velocity [m s-1]')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also visualize (actual) velocities as vectors relative to pressure anomaly contours. This looks much like maps of the atmospheric circulation that you might see in a weather report." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Pressure anomaly (shading) and velocity (arrows), 351 m depth')" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(figsize=(10,8))\n", + "curr_plot = (pressanom.isel(tile=tile_plot,k=k_plot)).plot(cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=ax,color_rgb=np.zeros(3,))\n", + "# adjust colormap limits to increase contrast over majority of tile \n", + "# (since distribution of pressure values is skewed)\n", + "curr_clim = np.asarray(curr_plot.get_clim())\n", + "curr_clim[0] = np.sum(np.array([0.7,0.3])*curr_clim) # adjusts lower colormap limit higher\n", + "curr_plot.set_clim(curr_clim)\n", + "# plot velocity vectors using quiver\n", + "u_plot = (u.isel(tile=tile_plot,k=k_plot)).squeeze()\n", + "v_plot = (v.isel(tile=tile_plot,k=k_plot)).squeeze()\n", + "arrow_spacing = 3 # plot arrows spaced out (otherwise there is an arrow for every grid point)\n", + "ind_arrow_plot = np.r_[1:u_plot.shape[-1]:arrow_spacing]\n", + "curr_velplot = ax.quiver(ind_arrow_plot,ind_arrow_plot,u_plot[ind_arrow_plot,ind_arrow_plot],\\\n", + " v_plot[ind_arrow_plot,ind_arrow_plot],scale=1.5)\n", + "ax.set_title('Pressure anomaly (shading) and velocity (arrows), ' + depth_str + ' m depth')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Another way we can assess how well geostrophic balance accounts for ocean velocity is to plot the normalized difference between actual and geostrophic velocities. We could do this for $v$ and $u$ components separately, but to get the most information in one plot, we can also do this with the magnitude of difference between the velocity vectors.\n", + "\n", + "$$\n", + "\\vert{\\Delta{\\bf u}}\\vert_{\\rm norm} = \\frac{\\vert{{\\bf u} - {\\bf u_g}}\\vert}{\\vert{\\bf u}\\vert}\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, '|Delta u|_norm, actual vs. geostrophic velocity')" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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rX/+Cl5dXiccNHToUAJCTk1Nl9/S5+eab0bBhQ2RkZGD79u3FsoMHDzrOrX766adx3XXXifOR3j9WcSnfQ66urrj33nsBAN988w1ycnJKPGbPnj2Ijo4GADzwwAPFMvt1Eo0aNYK7u3uFrltpFi1a5Fj+m2++CRcXlxKPGTp0KK699lpxHh999BGysrJQv3598f0LFL43ASA6Ohp79+51TC/6fnzhhRcQHBxcom39+vUd7RMTE7Fq1SpHlp+f7/j/5s2bi8uvKO3bt8djjz1mmp08eRIrVqwAAIwcORLdu3cv8RgvLy+8++67AAqv9friiy/EZQ0ZMgTh4eElptetWxczZswAAKSkpGDZsmXiPF599VU0adKkxPTAwED0798fQMljamk+/PBD5ObmOq518PHxER9b3mPDzTffjAYNGgAAvvzyS9PH2Kf7+fnhtttuK5a98847MAwDV155JcaPH2/a3s3NDVOnTgVQeC1YSkpKmdYtPz/fcT3dwIEDceedd5Z4TK1atTBnzhzH8543b16x/FJuu7IaNWoUgMLPzlOnTpXIN27c6Lj2bOTIkZdkHaj6YyelDIy/Lwq+8EIz+xeVjh07om7dusjIyDD9KygoQEhICABg165dl2w9z58/j/fffx833XQTmjZt6rhY2/63ZMkSAIVfHKurHj16wN/f3zSrX78+GjZsCKCw0EFRmzdvBlD4wXP77beL8y/aobC3uZDNZsPNN99cpvW96aabxKx169YAAA8PD/HLvf0xQOEXr0vl2LFjePnll9GzZ0/Ur18fbm5uxfYt+4fUhftW0dLdVrvzspmqfA/ZOx4pKSmmRTrsX0R9fHwwaNCgYlmnTp0AFH55f/XVV5GWllbh6yfZtm0bAKBVq1a4+uqrxcdp7yv7sfS6665DXl6eeCytX7++48tn0WNp0ffi3XffLS5n8ODBjk5c0Tb+/v5o0aIFAGDSpEklOtsV7ZZbbhGzbdu2oaCgAID+XLp3746WLVsCkI9FAEy/BNvdfPPNqF27NoDC+4Jpj5O0b98eQMljamnsx4awsDCEhoaWq21p3NzcHD/gLF68GLm5ucXy/Px8LF68GEDhNvbw8CiW2/fHG2+8EefOnRP3R/tzNwyjWOEPzb59+5CamupYtqRZs2aOe7Zd+Ppeym1XVsOGDYOnpydyc3NNO4ILFy4EUFispF+/fpW9elRNsJNSBvYP/Hr16hWbbv+i8ssvv6Bu3brqn/0AZvaLQ0WIjY1Fhw4dMG7cOKxbtw6JiYnIzs5Wn0911LRpUzW3fyCfP3++2PQjR44AKPzS7+npKbYPCgpCnTp1AECsUNSgQQP1l62yrq995KRhw4Zwc3NTHwMAmZmZZVpmeX333Xdo3749pk2bhu3bt+PMmTOOX84vdOG+9eeffwIo7GjZO+pWVdXvoS5duji+cFz4y3hBQUGxL1UXjqoNGzbMUT3ntddeQ6NGjdC3b1+8+OKL+P7775GVlVXh62tnfx+U9vpquf1YunTp0lKPpfZqRUWPpfb3r72ykcTDwwNt2rQptt52b775Jmw2G2JiYtCzZ0+0aNECw4YNwwcffIDY2Fj1uZWXto725wIAV155pTofe65VS7N/kTbj6uqKtm3bljoP7TglHVNLYz822DvYFc3e6T99+jS+//77Ytm6descI+cPPvhgsSwjI8NRMXH27Nnqvti4cWNHu7J+tlfE63upt11Z+Pv746677gKAEje8Tk9Px9KlSwH8r0oYkTPYSSlFbm4uDh8+DKDkgdqZLyqX4stCfn4+7rzzThw+fBh16tTBxIkTsWnTJhw9ehRnzpzB2bNncfbsWcfpJNIXzOqgrEPb9tExu7NnzwIAvL29S21rf4y9zYXsH9plYXZqjDOPAUo+p4oQHx+PoUOHIiMjA0FBQXj33Xexa9cuJCYmIi0tzbFv2U+RuXDfSk9PB1C4zaz8QWWV95D9i9Xq1auLnT6yYcMGxxenC0/1Agp/OY6MjMRLL72EgIAA5OTkYPPmzZgxYwZuueUWNG7cGC+//LLpaWQXKyMjAwAcnXeJ9t662GNped6/devWLdbGbsiQIdiwYQNuuOEG1KpVCwkJCVi0aBHGjh2LK664Ar179y73KU0S7RhRdL1Kez7ScymqtHmUdjwDynZcLe/xx35ssD+HitatWze0a9cOQMlOv/2X/1atWjlGK+yc/QGirJ/tFfH6XuptV1b2U7727dtXbGTzq6++QmZmJmrVqnVZjKCTdbGTUopdu3Y5fk3t2bNnscx+gLn99tsdd3At7a/ovR0qyqZNmxznqn/77beYNm0a+vbti8DAQPj7+8Pb2xve3t4XdY+Hsn7BvFw7QPaDvf0Ll8b+mKr+gKgMCxcuRFZWFnx8fLBjxw7885//RJcuXRAQEAAfHx/HvmX/0LyQfUQpIyPjkt4M9WL3z8p4D5XF/fffj1q1aiEnJwfffPONY7r9S1bLli3Rt29f07Z169bF66+/juPHj2Pfvn2YO3cu7rvvPvj6+iI9PR3Tpk3DPffcU+HrbD8OlrZttPeWfR5PPvlkmY+lRe8pUlHv3+uvvx7r16/H6dOnsWbNGkyaNAldunQBUHjvpT59+jh136vyKLpepT2fshyLyvq6VPbxzH5s0DpHF8veoV+1apWj85GRkYHly5cDKByBvPDYUbTj8Pbbb5d5fyzrl/GKeH0rY9uVRXh4uGMkzn56F/C/kZX+/fs7TqMkcgY7KaWYP3++4/8HDBhQLLNfD6BdQF0Z7BdM+/v7Y+DAgeLj9u3b5/Qyip4CpZ1W9Ndffzm9jKpkvwHjn3/+qf4iFh8f7/jQt7epzuz7Vr9+/Yqd2lDU0aNHxU6K/dSa7OzsUm+kdzHs+6e2b+bm5oqnZFTGe6gsAgMDHdcf2Tsm58+fd1zUbPal6kI2mw0dOnTA6NGjsWjRIvz111+44447ABSeulfRBRbs74PSrtPRcvuxtKzn9UvrkJWVpd7ALzs723Hqlvb+9fPzw80334ypU6di165d2LBhAzw9PZGTk+O4+P5SKbpev//+u/pYe8daey7aDTDz8/PLtD0uBfux4VIW/LC/X7KyshzXky1dutRxaprZqKSvr6+jcIqz+6OmIl7fyth2ZWW/KP6rr75CVlYWDhw44OjI84J5uljspCi2bt2Kzz//HADQoUOHEhcP2jstR48exfr16yt8+UWvQyhafeZC9pEe7TFbt251nLbmjPr16zsuONW+bF547u/lok+fPgAKv8jaK+uY+frrr0u0qc7Ksm9plYXslX8A4LPPPiv38u2nmWjLB+CoPKTtmxs2bBBPd6qM91BZ2c+R37p1K+Li4rBs2TLHL6pmX6pKU6dOHbz44ouOf1f0Xeftp8vExcU5vlSZ0e5Mbj+Wbtu2zamiBEXfi99++634uOXLlzv2gfK8f/v16+e4+PfC7VfW43RZ9ezZ03GKp/Zcdu7c6bi+QXsuWtWutWvXOr6w9+7d25nVdZq9Ul5UVFSF75N2RUce7ccp+3979OjhGAW4kH1//O6770pU9bxYHTp0cFQM1V7fv/76C1u3bgVQ8vW9lNuurMdcu4ceegiurq5ITU3FsmXLHCMq9evXV4tlEJUFOymC77//HoMGDUJeXh7c3Nzw3nvvlfgFc9iwYY5flx955BHHOeOS+Ph48UJcM/Xq1XMsU5u3/SLM9PR0bNy4sUSenp6Oxx9/vMzLNePq6uo47eHzzz93VJ8p6scff1QPulYWERHheC1feukl03KScXFxjpKdXbp0wTXXXFOp61gV7PvW1q1bcfr06RJ5dHS0Y5uYadu2LW699VYAhadOaBWEzE7FsldyKu291aNHDwDAb7/9ZvrrZ0ZGBiZMmCC2r4z3UFndddddjmsWvvzyS8f582FhYY5z7C9U2hd7+4W2AEzLa1+M+++/3/HF5tlnnzX9crNkyRJHFTAzY8eOhaenJ/Lz8/HAAw+II3N2F3ZGO3fu7Hg/zpgxw/Qi8NOnTzs6a02aNEFERIQjS05ONt2/7fLz8x3zvHD72fdRoPT9tCwaNmzoqN42f/5804qQWVlZeOKJJwAUjiJqndclS5bgp59+KjE9IyPDUVLd39/fMdpWWR577DG4u7vDMAyMGDFCPfXpYk4jtm+bzZs3Y/v27fjxxx+LTTfzzDPPACh83z/00EOlfm6Xp2Pt4uKCESNGACj8nmH2o1hBQQHGjRvneN6jR48ull/KbVfWY65d48aNHe+luXPnOo5X999/f4mqaUTldgnvwVLpynMzx6J3cE9LSzMSEhKMn3/+2ZgzZ47jzsP4+yZ5n332mbjM77//3nGX44YNGxozZsww9u7da5w5c8Y4ceKE8euvvxrz5s0zIiIiDBcXlxI33dJu5mgY/7t5W/fu3Y3ff//dyMrKMnJzc43c3FyjoKDAMAzDSE1NNXx9fQ0ARuPGjY3PPvvMOHLkiJGYmGgsWbLEaN++vVGrVi2jXbt2BgDjuuuuc2bzGgsWLHBslzvuuMP49ddfjZSUFCMmJsaYOnWq4eXlVepdpS/1zRwv5mZ+ixcvdqxbSEiIsXTpUiMpKcn466+/jE8//bTMd5yXXsuiUIYbZpV1ftq8it7UzZkbGBZt36VLF2PdunXGiRMnjLi4OGP27NmGv7+/ERAQYNSrV09cRnx8vCP39PQ0nn/+eWP37t3G6dOnjaSkJGPTpk3GCy+8YHTr1q1E24iICAMovON1VFSUcf78+RL7v2EYxpkzZxw3vwwMDDSWLl1qnDp1yjh+/LixZMkS48orrzTq16/vuBnjhetZEe+hi7mZ44XsNy0MDAx0HF/ee+898fHXXXedceWVVxpTp041IiMjjb/++ss4c+aMceDAAWP27NmO59a0aVMjMzOzWNuiNyF19qaxRe84P2DAAGPz5s3G6dOnjdjYWGPq1KlluuP8vHnzHHlQUJAxZ84c48CBA0ZKSoqRlJRk/Pzzz8Z7771nhIeHG97e3iXaF73jfLNmzYxPP/3U+Ouvv4wTJ04YS5cuVe84v3HjRsPLy8u49957jf/85z/GgQMHjNOnTxvHjh0zNmzYYNxyyy2Otu+++26xtidOnHAsd/To0caxY8eMnJwcx35aVFne94ZR/I7zfn5+xrvvvmvEx8cbp06dMn744QfHjRyB0u84HxQUZNStW9d46623HPP4/vvvjc6dOzseU9od5zXacaq0ebz33nuO/IorrjA++eQT4/Dhw0ZKSorx559/Gl9//bUxZMgQY+rUqeo6aNLS0gwvLy/HtrB/rpvdsLeol156ybFuHTp0MD755BPj0KFDRkpKinH8+HFjy5YtxsyZM42uXbsaV155ZYn2Zb3jvKenp/Haa68Zf/zxh5GcnGxs3ry5THecd3bblfaalPWYW9Tq1asd87T/7d27V92+dPk4fPiwMWjQIMPb29vw8/Mzhg0bVuK77KVSYzspZfnr3bu3sWfPnlKXu2rVKseXMO3PxcXFOHPmTLG2pX0R1da56BeKr776yvFBeeFfrVq1jHfffdexfZztpBQUFDgOYGZ/ffv2NVatWnXZdlIMwzDefvttcTsCMLy8vIylS5eatq2OnRTDMIzHH39c3B7+/v7G5s2bS92ue/fudXxBkP7MnueGDRscd36+8O/C56u9B/z8/IyffvpJXc+LfQ9VZCfl+++/L7Z8Nzc39UPBvv9rf/Xr1ze2bdtWom1FdFJyc3ONu+66S1x2x44djWXLljn+nZCQYDqfBQsWOL5Qan/16tUzbf/NN9847oAuHYPnzJlTol3R94n2N2zYMCMvL69Ee/t+YfZXVFne93abNm0y/P391fUxu8v7hc/nxx9/NAIDA8V5PPvss6bzqIxOimEYxptvvmm4urqqz9PZY5fdP/7xj2LzGzx4cKltCgoKjGnTpqmfB/a/zp07l2hf2mdSdHS00aJFC3W+DzzwgJGTkyOuozPbrrTXpDzHXLv8/HyjefPmjsd17dpVXGe6vJw9e9YICgoyunTpYqxcudL45ptvjODgYKNbt25Gfn7+JV8+T/cC4O7ujgYNGqBt27YYPHgwpk2bht9//x2bN29Gx44dS21/6623Ii4uDrNmzcL111+Phg0bwtXVFbVr10br1q1xxx134JNPPsGJEyfEGw1KHnroISxZsgQ33HAD6tevL5ajHTp0KDZt2oSIiAj4+/vD3d0dzZs3xz333IOffvoJ//znP8u1XDM2mw1Lly7F22+/jWuuuQa1a9dG3bp10aVLF7zzzjv48ccfSy1DanVPPfUUfvvtN4wePRqtW7eGl5cX6tSpg9DQUDz99NP4448/Kv20iIuRkJDg+P8Lq9OV1fvvv49PP/0UPXr0QJ06deDl5YU2bdrgn//8J3799dcynct+9dVX48CBA3j33Xdx/fXXo0GDBnBzc0NAQAC6du2KF154wfSahX79+mH9+vWIiIhAQECAWgrV/h647bbbHNdQBQUFYcyYMdizZ0+p1yBUxnuorG688UYEBAQ4/j1w4MBipxVd6LPPPsO8efMwdOhQXHXVVWjQoAFcXFzg5+eH7t27Y8qUKTh48KB61/eL4erqiiVLluCzzz5Dr169ULduXdSpUwdXXXUVpk6diu3btxc7dkn3EXr44Ydx+PBhTJ48Gddee63jmFenTh20a9cO9913H77++uti95oo6u6778bBgwfx1FNPoX379sX210ceeQT79u3D2LFjS7Tr2bMn1q9fjxdffBF9+vRBUFAQvLy84OHhgaCgIPzjH//A2rVr8cUXX5geg+fNm4d//etf6Nq1K+rWrVsh5bb79u2LP/74A5MmTUKnTp3g4+MDDw8PtGzZEsOGDcOOHTvKdBF/q1atsHv3bjz77LNo27YtPD094e/vjwEDBmD16tX497//fdHrejGeeeYZHDhwAE888QRCQ0Ph7e0NLy8vBAcH46abbsJHH3100e+9C0/tKsu1XTabDRMnTkRsbCzGjx+Pzp07w8/PDy4uLvDx8UGHDh0wcuRIrFy5Uj2VUXLllVdi//79+Ne//oUePXrAz88Pbm5uaNq0Ke666y6sXbsWn3/+uXiPLODSbLvyHHPtatWq5TiFDSh8H1P18PHHHyMxMRErV65EREQE7r77bixevBg///yzep1hhXGmZ5OYmGg89dRTRps2bQwPDw+jfv36xk033WSsXbtWbbdt2zZj0KBBRoMGDQxPT0+jffv2xmuvvVbi9ANnlTaSQlXvUo2kkLkHHnjAAGDceOONVb0qVMO99dZbBgDDx8dHPG2EKkbRkRQeZ6kyTJ8+3QAKzzZISUmp6tWhChIeHm4MHDiwxPQrrrjCGDFixCVffrlHUvbt24dOnTph9uzZSEhIQIcOHeDv748ffvgBAwcOFC+iXbRoEfr06YMVK1bAw8MD7du3x6FDh/DKK6+gb9++5b5bLRGVbv369ahVqxZmzpxZ1atCNZz9V7fOnTtb+saeRFR+9nvA3XXXXY7qZXRpHD58GPPmzcPo0aPRsWNHuLq6wmazYdq0aWVqv2bNGvTv3x/16tVDnTp10LlzZ7z33numBZH279+PK6+8ssT0K6+88pJV5SuqXJ2UvLw8DBkyBCdOnEB4eDgSEhKwa9cuxMbGYsOGDahbty5eeumlEpVE4uPjMXLkSOTn52PmzJlISEjA7t27ERsbi3bt2iEqKkqtvENE5bdv3z4kJibi/vvvR6dOnap6dagay83NVW8s95///AebNm0CAPzjH/+orNUiokqwevVqR4WzMWPGVPHaVH/vvPMOHnnkEcyfPx+//fZbuUqfz5gxA7feeis2bNgAf39/tGnTBnv37sUTTzyBO+64o0RHJSUlxbTTWa9evQovz22mXJ2U1atX448//oCHhwc+/fRTNGzY0JH169cPEydOhGEYmDJlSrF2s2bNQnZ2NgYMGIDx48c7fkVr2bKlo6b23LlzceLEiYt9PnSZyszMREZGRrn/jEt4F/PL3VVXXQXDMBz3+iG6VNLS0hAcHIyXXnoJW7duxcmTJ3H69Gn8/PPPePLJJx33fmnbti2GDx9exWtLRBcrPz8f2dnZ2LZtG8aNGweg8Nou+32T6NJp0KABIiIi8Nprr+H777/HXXfdVaZ227dvx0svvYRatWrhP//5D/7880/s3bsXu3fvRuPGjbFixQq89dZbJdqZjXxX1nev0q+IKsJ+Y6GwsDC0bNmyRH7XXXfhhRdeQGRkJE6ePIlGjRrBMAzHzaTM7j7as2dPhISEICYmBt999x0eeeQRZ54HXeZuvvlmxy+t5XH48OEaced3IqtLTk7G9OnTxYu5W7Roge+++w5eXl6VvGZEVNFat25drICFh4cH3nvvvSpco5pj0qRJxf69ePHiMrWbNm0aDMPA6NGjce+99zqmd+zYEW+99Rbuv/9+zJgxA08++aSjYIO/v7/pfeNSUlJQr169i3gWZVOukRT7ijZr1sw0t08vKChAVFQUgMK7sScmJgKA2MO2T9+5c2d5VoeIiCzAz88Pn3/+Oe6//36Ehoaifv36cHV1Rf369dG7d2/MnDkTv//+O9q3b1/Vq0pEFcjPzw/9+vVDZGQkOnfuXNWrQ4L09HSsX78egPmAwd133w0fHx+cPn262A2N7VXoLrR///5KOZ6XayTF19cXAPDXX3+Z5kWnHzx4ELfeeitiY2MBFPaymzZtatrOfrdn+2Op5omMjKzqVSAiJ7m6uuKBBx4oU2lXuvTCw8N5KixdUvHx8VW9ClQOv/76K3JycuDp6WnamXRzc0NYWBg2bNiAnTt3YsCAAQCAiIgITJw4EUlJSY6y+L/88gsOHjxYphLoF6tcnZSwsDAAwK5du5CQkIDAwMBi+dKlSx3/bx91sf/Xz89PrOhiv3eI2ZBSUdnZ2cjOznb8u6CgAGfOnEH9+vVhs9nw7rvv4t133wVQ2Gsk66lXrx7S0tIc/+brREREVL0ZhoGzZ8+iadOmqFXLerfoy8rKQk5OTpUs2zCMEt+PPTw84OHhUWHLsA8CtGjRQrz3TXBwMDZs2FBswGD06NF47733MGjQILz66qvIysrC888/j27duuH222+vsPWTlKuTcvvtt6Np06Y4fvw47rvvPnzzzTdo0qQJgMKL6l9//XXHYzMzMwEUvvBA4Q0TJfYXwt5GMn369BIX5RMRERGR9SUkJKB58+ZVvRrFZGVloaGXFzKqaPne3t7IyCi+9FdffRWTJ0+usGXYBwG0G4qbDRjUrVsXP/74I5588kn84x//gKurKyIiIvD2229XSmezXJ0UT09PfP3117jllluwZcsWtGjRAu3atUNKSgqOHz+OFi1aoFOnTvjpp5/g7e3taANA7aHaR0dKu6DyxRdfxDPPPOP4d1paGlq0aIGETZvg8/fyivq4SxdxXo+GhsoLevxxORN6jut2mN9BGQB++02e3enTcnbunHNZXp6caTeEb9xYzlq0MJ9+xRVyG+HsPgDA32cOltvx43I2d66cvev6jByaVLOw83V2RYmIiGqYomdKFJWeno7AwEDUrVu3kteodDk5OcgA8DSAihu7KJtsAG9nZCAhIQE+Pv/7HlmRoyjAxQ0YtGrVCitWrKjQ9SmrcnVSAKB3797YvXs3pk+fjnXr1uGPP/5Aw4YNMWbMGLz22mu44447AMBx7pq9Z5aammo6pAWUrYcHyMNfPt7epp0Urcvj4+Iih1pnyce8M1K7ttxJ+bufZkrbD3Nz5UwbldTuk6bsn+q6SJtE6/RoxyJhM5ZKOztMe24+rlro5MoQERGRg08pn6dWvpGrBwDl69ol5ePjU+q2uxgVOWBQmcrdSQGANm3aYMGCBSWm5+XlYe/evQCALn+PYrRt2xZA4ZM/fvy4aWWwuLi4Yo8lIiIiIqostVDOkrcVtMzKUJZrv8s6YFCZKnT7/PDDD8jIyEDTpk0d1QNatGjhGFWx32flQvbp3bt3r8jVISIiIiKq0eyDAEePHkWecE2AFQcMKqyTkpOTg1deeQUA8Nhjj8Hl79OpbDab4xQws9GXbdu2ISYmBm5ubhg0aFBFrQ4RERERUZnUqqK/ynDNNdfAzc0NWVlZ2L17d4k8NzfXcX9DKw0YlHv7rFmzpsRNFxMSEjB48GDs3r0boaGhGD9+fLF8/PjxcHd3x7p16zBr1ixH/fYjR47g4YcfBgCMGjXKMeJCREREREQXz8fHB/379wdgPmCwZMkSpKeno379+ggPD6/ktZOV+5qUdevW4Z133oG/vz+CgoKQlZWFmJgYGIaB0NBQrFu3rsTF7a1atcK8efMwYsQITJgwAe+88w4aNWqE6Oho5ObmokuXLpg1a5bzz2LAAMCkFNo47cZio0aJUUHvvmK2dq359Pnz5UUtW6ZcAY8sMfH3l68879BBnmOnTs5l2jzbtDGfXs9VuZI9KUnO4pVif0qlgXpBcunCyZPli84envSBmC1Uqns5c0M0K18YSEREdDHUz0WpzGYpt5iwgup8TQoATJw4EWvXrsX8+fMRHh6Oe++9FwCwd+9eR+XcCRMmqBXAKlu5t8/gwYNxzz33wNfXFwcOHMDx48cRFhaGN998E7t37za9MB4AHnzwQWzevBkRERHIzMzE/v37ERwcjMmTJ2PLli2oo5WJIiIiIiKq4bZu3YoGDRo4/hYvXgyg8F6CRacnJCQUa9erVy9MnToVBQUFuO+++9C6dWt07NgRnTt3xokTJ3Drrbfi2WefrYqnJCr3SEp4eLjTQ0E9e/bEypUrnWpLRERERFST5ebm4rTJTfbOnz+P8+fPO/6dn59f4jETJ05Ex44d8fbbb+OXX35BUlISrrrqKowYMQLjxo1zXE9uFU6VICYiIiIiqi4ul9O9wsPDnToV3S4iIgIRERFOt69Mlf16EBERERERqTiSQkREREQ12uUyklKTcPsQEREREZGlVIuRlEf6x8HdvWT52TFj5DZaud28VDnz9i7//NavdxOzs2e3illKSqiYubo2EjPtdjNBQXLWXK7ui3reOebBsWS5UbKSCXc8BSBvZEAtT5yhVDweOFDOHlz1jJh9/sgj5oFUZpGIiKimmjPHfLrJRdz0P2FhYXBxccHYsWMxduzYql4dy6gWnRQiIiIiImdV5eleUVFR8PGR7/VWU/F0LyIiIiIishSOpBARERFRjcYL562H24eIiIiIiCyFnRQiIiIiIrIUnu5FRERERDUaT/eynmrRSYmMBGqZvNJffLFNaVVHTNzcOpZ7HXJzU5VULpsbFhYuZr17y3Ps1EnOtDLDWtaggZwhNdV8epJS91crQRwRIUY/75Lftq7R8iyPHZOztWvl7IsvEuUMD5lO//0peX6GYcihwmazOdWOiIioImmfYweUz6r2d99tHuTmAvv3X+xqUQ1TLTopRERERETOsqHyRzb406SOI01ERERERGQpHEkhIiIiohrNhsof2eBIio4jKUREREREZCnspBARERERkaXwdC8iIiIiqtFc/v6r7GWSrFp0UkJDAVeTZ+Lp2VNs4+0tzy8kRM6kEr7e3n5iG0+5AjECAuRMKwnsJy9OzbTn7Z56Ug7nzzednD7uJbGJr+9mMbv7bnkQb/BgeTW0baJVQ46MlDPgUTHx8lphOv2FF+S5rfj3H2L27torxIyliyuHs9tZwu1PRDVJ+5dfFrMJWa+ZTs/OTgfge4nWiKqratFJISIiIiJyFm/maD3cPkREREREVSQsLAyhoaF4//33q3pVLIUjKUREREREVSQqKgo+Pj5VvRqWw04KEREREdVoPN3Lerh9iIiIiIjIUqrFSEpWlnl1r4wMuY1WCUqTl1f+Ntp6aFl8vJwlJh5QlpguJh9/3F1Zl0ZitifGvIrXscHyWlx7bR9lWXK7HTvkzOx1tlu8WM4SEweJWViYeQUvAOjf33y6VpXtpyS5gleHDnI7/PijnPXrpzS0Bq1qVmVXwNLWZbqyLjkVvCxW/iKi6sY29Ukxkwp/XQ6HQo6kWA+3DxERERERWUq1GEkhIiIiInIWR1Ksh9uHiIiIiIgshZ0UIiIiIiKyFJ7uRUREREQ1Gk/3sh5uHyIiIiIispRqMZJy7hzg4lJy+qlTuUqrfXKy77SSnROS9cqyjorJiBFy+dttT30jz/Kpp+Rs1Cg5699QjH7LCJbbCbKy5CwmRs60EsTaPLVs2jQ569BB3s67dpV/eVop6j175ExrtyNLLjP80vInxEwrgVuZbLYPxKzS1/Hqq8XIT2l2ssJXhIjImtTjci35N+yXXy4QsyFDzKdnZAAzZ5Z1zaoGR1Ksh9uHiIiIiIgshZ0UIiIiIiKylGpxuhcRERERkbNsf/9V9jJJxpEUIiIiIiKyFI6kEBEREVGNVguASQ2mS75MknH7EBERERGRpVSLkZS0NKlaXrLSKl3JjiiZj+nUG2+cI7ZYN2O3mCV0kc9I/O4TeS1ur1tXDrX6vklJYtQ8RC5B3KCB+XRXJ/cgrV2bNnI299/y6/ZfX18x65Qtl1rUShBLAgLkzM9PzrTnrbw06Lf+XTH7ceFCuWF4uJwdOiRnPXqYTj6aar7/A4Dx50Ax01bx4YA1cjhjhpwp9ZzP7ZNLjGuFts8L072VNmjaVIwuRellm41nMRNR2UnHoRPKsaRxWpqYTVYOiLVSz5hOT0/XvnNZQ1WWIA4LC4OLiwvGjh2LsWPHVvJaWFe16KQQEREREV2OoqKi4OMj/whYU/F0LyIiIiIishSOpBARERFRjcY7zlsPtw8REREREVkKR1KIiIiIqEbjSIr1cPsQEREREZGlVIuRlIwMqQSxXCmhVatwMevaVc769zef/kj/OLENQszLuQKAUpkVjZQs4exZMQtcvFhuqJRtrTdEzsLD+5pOj4mRF7Vli5wNGyZnb+RNkMOh0WJ01xG5dPQ2pcywVjI4KMh8eqdOcpvaqcflMDVVWZj8dnwwQqgBDQCrlLfxnj1y5ukpZ8KL10Krk6xkDyv7HWKUktkhIXKm7GDary/a+0oqT5yltIlKTBSzJKXEp1bHJeycXLrY2bLGLF1MREU1DguTw/XrxahWtPw5jPh48+k5OWVbKaIiqkUnhYiIiIjIWTzdy3q4fYiIiIiIyFI4kkJERERENRpHUqyH24eIiIiIiCyFIylEREREVKNxJMV6nN4+J0+exHPPPYcrr7wStWvXhqenJ1q3bo1HHnkEhw4dEttt374dt99+Oxo2bAgvLy+EhoZi6tSpyMrS6ucQEREREVFNYTOcqGd58OBB9O3bFydPnoSbmxuCg4Ph5uaGQ4cOISsrC7Vr18aaNWtw3XXXFWu3aNEiDB8+HPn5+WjWrBkaNWqE6Oho5ObmIiwsDJGRkahdu3aZ1yM9PR2+vr4YPjwN7u4lC3oqFfTw1FNyppWX7SFUE3b/Uikm/MILYrTx1CkxOyrPUS1f2lDJGitZgJLVrVvXPHjuObHNT+GviJlWWVarVpuhVKvVqvtqmjeXs6ZZQmnpyEi5kVaeMTlZzrQnrpUL1p64awUPlmrL0l4c7bk5+4IfOyZGpzMzxUx7X8UL008qbTRa0U3tPdxByVYp2avK4ZwliImqL+2r3Anhvd940yZ5hpMmyZlW2n7gQNPJ6bm58F2+HGlpafDx0Y5+lc/+XXIxgLJ/A60Y5wEMBSy5XazAqZGUsWPH4uTJk+jVqxfi4uIQExODffv24dixYxg0aBDOnz+PESNGFHvTxMfHY+TIkcjPz8fMmTORkJCA3bt3IzY2Fu3atUNUVBQmTFDuj0FEREREdAnYquiPZOXupJw/fx4bN24EAHz44YdoXuRn6Pr16+PTTz+FzWbD4cOHEVPkTn+zZs1CdnY2BgwYgPHjxzt+1WvZsiUWLiwchZg7dy5OnDhxUU+IiIiIiIgub+XupOTk5KCgoAAAEBxc8v7M/v7+qFevHgAg7+/TOAzDwLJlywAAI0eOLNGmZ8+eCAkJQW5uLr777rvyrhIRERERkdNcquiPZOXupPj5+SEwMBAAsG3bthL5wYMHcfr0afj5+aFt27YAgKNHjyIxMREA0KtXL9P52qfv3LmzvKtERERERETViFPXpEybNg0A8PDDD+O///0vTp8+jbS0NPzwww8YPHgwbDYbZs6cCc+/L/aNjY0FAHh4eKBp06am87SPytgfS0RERERENZNTpX8efPBBeHt7Y+rUqRgyZEix7Oqrr8aaNWswsEiFh5SUFACFozBShRl/f/9ijzWTnZ2N7Oxsx7/T09OdWX0iIiIiIgcbKv++JbxwXudUJ8UwDMTFxeH06dNwcXFBq1at4O7ujkOHDiE6Ohpz585Ft27dHNem2O+B4u7uLs7Tw8MDAJCplA6dPn06pkyZUmL6u9d8Ah8vrxLTbfP6ifMaOLCNmDVoIEZwTxWKkXp7y40u6MgVdf2WLXI7pcSqWlo2KEjOeveWs6FDxegPv26m07/9Vp4dlKem3EoHfn5ypj1trZ1W8rhR0m9yuHy5+fS1a+U2Sgni3LNnxaxAnqPTd111cbbsrLChjdxcsYm2/hrtQ0EpTozzSpaqZNpPG1KmFI5W11GjlSf+Q8lYZpioZtLKDH+mvPeHh4WZB4sXi21Ob94sZvX/PpXflPRhW+QHZiopLCwMLi4uGDt2LMaOHVvVq2MZTn33GTNmDObOnYuePXvip59+QtDfX4pPnjyJkSNHYtmyZfjzzz+xe/duuLi4OE77ysmRP5btIyReJp0NuxdffBHPPPOM49/p6emO62OIiIiIiJxRlXecj4qK4n1STJT79di7dy/mzZsHNzc3LF682NFBAYBGjRph0aJFaNCgAX777Td88803AP53Kldqaqr4S4D9NC/7Y814eHjAx8en2B8REREREVUv5e6kbN26FYZh4IorrjAdxfDx8UG3boWnBu3atQsAHFW+srOzcfz4cdP5xsXFFXssEREREVFlqFVFfyQr9/Y5q5xTb2cfLbFfi9KiRQsEBAQAKOzkmLFP7969e3lXiYiIiIiIqpFyd1LsIx1//PEHEhISSuTp6emIiooCAFxxxRUACi/mvOOOOwAACxYsKNFm27ZtiImJgZubGwYNGlTeVSIiIiIiomqk3J2UAQMGoEGDBsjNzcXQoUMRHx/vyE6ePIn7778fycnJ8PT0LFaeePz48XB3d8e6deswa9Ysx2jLkSNH8PDDDwMARo0a5RhxISIiIiKqDDzdy3pshlbTTvD999/jzjvvRFZWFlxcXBAcHAw3NzccOnQIOTk5cHV1xfz58zF8+PBi7T7//HOMGDECBQUFaNasGRo1aoTo6Gjk5uaiS5cu2LRpE+rUqVPm9UhPT4evry/SAPiYld9LSpIbayWDNX+fwlaCUnZWXQ9pfqVlWr1draPXoYMY/XasnphJlZKTldqs2ibWMq3M8N+F4kxplZd7dlAKz86fX+4s7cABsYnyaiNDyZwtQezmZKbNUzpwOntA1dppRXO1g5NWgviMkimFvRHvxLIuBT8le5IliIlqJPXr2n33idG7Pf5jOv3WJ+XjRQtlPdz+PjPGVESE6eT0zEz4jhuHtLQ0yxU9sn+XXAmg7N9AK8Y5ALcBltwuVuDUd46bb74Ze/fuxSOPPIJWrVrh6NGjOHToEJo0aYIHHngAO3fuLNFBAQpvArl582ZEREQgMzMT+/fvR3BwMCZPnowtW7aUq4NCRERERFQROJJiPc7eIw5XXHEFPv7443K369mzJ1auXOnsYomIiIiIqJpjJ46IiIiIiCzF6ZEUIiIiIqLqoCrvOE/muH2IiIiIiMhSqsVIyk8A6phUvejcuLHYxveBB+QZjhsnZ1IJKa3allbKSqm2dTLVXcycrYCVoZSXysuTM6lgmFZITCtOptHaOVvdC5GRcvbtt2J0SqjidVBZVKKSOVvdS94T9EzZXHBRMg9huvarhjPVwgDnq3vlKJlSdA5Hlayyq3hJUqt6BYioSmgVvJYp1fvuaNJEzK78yrydUvMSbg0bymGDBnImfZHQvmBYhA3659GlWibJOJJCRERERESWUi1GUoiIiIiInOUC/QyDS7VMknEkhYiIiIiILIWdFCIiIiIishSe7kVERERENRpLEFsPtw8REREREVlKtRhJ2QrzUquHlDaeX3whZg/Ex8sNJ082n66VGVZq6ha4ygVkx4yRZ9mpk5xp7Rp5y0VWG4Voy6ttOj1ZqfWamupcptGet/vaFXI4f74Ynd6+Xcx2C9P3y0tSyzpeLqQDg1bu2NkSxNqFg1qmVbiuDq8BEVFRd/j7i9mURK34vbmBWqjdr2DLlvJn+fllWaUqZUPl/3LPEsQ6jqQQEREREZGlsJNCRERERESWUi1O9yIiIiIichYvnLcebh8iIiIioioSFhaG0NBQvP/++1W9KpbCkRQiIiIiqtGqciQlKioKPj4+lbx06+NIChERERERWUq1Hkk57mS7KZs3i9mEG24wne51443yDPPyxKhWUJCYffvtQjFbvlxeXKPF78qhVjpQKZVcSyix3EhZ/0YNGsjLclV2PWfKGwJIUEowRstzxM9KVlNJe6y8JxMRUVkYhiFmU2yVV5R2rZIdz8wUsz8OHBAz6VuEVjKeSFKtOylERERERKXhhfPWw+1DRERERESWwpEUIiIiIqrROJJiPdw+RERERERkKRxJISIiIqIazfb3X2Uvk2QcSSEiIiIiIkvhSEo5LRem3xsSIjfq3VvO1q8Xo1rPPSNmd4aHy/Ns00bOnC0L3Lx5+Zfl6Slnu3Y5lyUliVGO3EqlrCXLJhIRUbUU6mQ7fi5SZWEnhYiIiIhqNJe//yp7mSTj6V5ERERERGQpHEkhIiIiohqNJYith9uHiIiIiIgshZ0UIiIiIiKyFJ7uRUREREQ1Gk/3sp5q0UkJBVDbZHr0JViWtxQoJYg/z7pHzDqNk7OgIHk9YmLkbMsWOVMqHmPtWjkzjA1CEik3wh1icvfd/cRszBg56zd7tpi1Vp5Aa2Wj3KxslNOxsabTD4ktgKNKlqxk55UsT8m0g5z2BndTMi9hurj/w/w9WJZ2PkqmFMxWM2177VYy6ZihvTb1lCxIyTor2TYlI6LqK1jJ4pRMO8Y+JEyv//LLciPl8zQgKkrMfhSmV4svm1TpuN8QERERUY1mQ+WPbPCO8zqONBERERERkaVwJIWIiIiIajRek2I93D5ERERERGQp7KQQEREREZGl8HQvIiIiIqrReLqX9VSLTsrtCQnw8SlZyPS4r6/Y5owyP22j5EjBnDlimzbzHxezPXuUhSlclZXUsmPH5MwwlBrE+KDUdSqpkZgsWdJLzPLy5OK4hwbKBV/Dw+8TsysiIsQMu3aJUf3IyHJNB4DuSrnjU4YhZuliAmQqWb6SaVyUrI4wXStzqWVedevKYYcOcta7t5wNHixnzZuL0fUzZohZzw8/NJ2eIS8J9QMD5XDyZDH6IOthMXtcPmTAZmM9GCKrM5Rj/SblPezp5PLkmxkA9cePN51+/oXXxDa1lWNosFKCWPr0KxBbEMmqRSeFiIiIiMhZHEmxHm4fIiIiIiKyFHZSiIiIiIjIUni6FxERERHVaDZU/h3geYWhjiMpRERERERkKdVjJCUvr/DvAv8cMUJs8tknn4hZvLIoaYMlHjggtunZ/KiYxcS0ELMMpaSQn5+cBQTIWVCQnO3bJ1fjksmVuICDSibVjwKWLQsRs6QkuUqUVimta9eS1d/sOnToJ2bdJgnVpfr3lxemVAtrqKxkw5gYeZ7x8XKWmipGRm6umNnclNdO2sG0nUupBoM2beSsUyc5U7bzT/HyeydGKVT3yOzZYuYhPG+P6Gh5htq+4CnX6nk8+hkxm2J7W8y0qkGs/EVkfddde62Y/d/27WIWrswz8Jpr5PChh0wnr1WOk3cOHChmjb28xOx8pnktyix5UZbhAr3q5aVaJgCEhYXBxcUFY8eOxdixYyt5LayrenRSiIiIiIguQ1FRUaa30qjp2EkhIiIiohqNJYith9uHiIiIiIgshZ0UIiIiIiKyFJ7uRUREREQ1Gk/3sp5yb5/4+HjYbLYy/W3atKlE++3bt+P2229Hw4YN4eXlhdDQUEydOhVZWZdD7QciIiIiIrrUyj2S4unpiV69eol5YmIi4uLi4OnpiU4XlBZdtGgRhg8fjvz8fDRr1gyBgYGIjo7GK6+8gpUrVyIyMhK1a9cu95PAwoWmpT5fClgoNnnjaT8x2/S2XP5TKiacLrYAmvz732KW1+FdMTt2TJ6nsyWIO3SQs1WrOouZYUjZbnmGWK1kh5QsXEy2bw9VsiZiFhgol4Lt2lVekw4d3E2nd+rUV2zTY6icNY34Q17Yli1yppXAVXYUm1bH2lV5+3t7m0/Xdi4t00oQKzvlSU+5zLD2/tCcyTB/TQGgnrQzaNtx+XI5OyTv57kJCWLWdpFcZpiIrEErB35KKQfecMECMQtSShC3VUr/YuhQOROOzXcGnBGbFPjJx95akyaJ2eCJE02nZwCYIbayBo6kWE+5OykBAQHYonyZGjZsGOLi4jBo0CD4+vo6psfHx2PkyJHIz8/HzJkz8dxzz8Fms+HIkSO46aabEBUVhQkTJmDOnDnOPRMiIiIiIqoWKrQTl5GRgeV//6r4wAMPFMtmzZqF7OxsDBgwAOPHj3fcdKxly5ZYuLBwxGPu3Lk4ceJERa4SERERERFdZiq0k7J06VKcO3cODRs2xMAidys1DAPLli0DAIwcObJEu549eyIkJAS5ubn47rvvKnKViIiIiIhUNvzvlK/K+pNPCiSggjspX375JQBg6NChcC1yvvvRo0eRmJgIAOL1LPbpO3furMhVIiIiIiKiy0yFlSBOTEzEhg0bAJQ81Ss2NhYA4OHhgaZNm5q2Dw4OLvZYIiIiIqLKwAvnrafCOimLFi1CQUEB2rVrh7CwsGJZSkoKAMDPz89xLcqF/P39iz3WTHZ2NrKzsx3/Tk/XamoREREREdHlqMI6KfZTvS4cRQHguAeKu7tc+tPDwwMAkJmZKT5m+vTpmDJlSsng3DkgL6/E5MmT5fXdHf2WmF33wgtiNq9xY9PpSoFSYP16McoLkZvFxMhZ795yFhSkrYwsOVnO5s0bLyRfKXNcoWQHy7BGZnKVTH4CCQkNlKyRmK1fX8d0ulbKWXtt+ve/QszCh8mZe7RS6lkpc6u+qCbvGQeTkt4AnK99reyUOQFKmWGl8rK0ioC+mlrlZbGhtjClFvJppcxwvLIaXvcrZyrfx/LERFbX8P335VCpYqoUaweU7yb7IyaIWWjWcfNA+bBKOXxYzOqbfQ/7W8d//ct0enpWFvDqq2I7K+BIivVUyPbZt28f9u7dC5vNhmHDhpXIPf/+gM/JyRHnYR8h8VLqgL/44otIS0tz/CUoXwCIiIiIiOjyVCEjKV988QUAoG/fvmjZsmWJ3H4qV2pqKgzDMD3ly36al/2xZjw8PBwjLkREREREVD1d9EhKQUEBvvqq8JQfs1O9AKBt27YACkdLjh83H3aMi4sr9lgiIiIiospQ2eWHq+L0ssvNRW+fjRs34tixY/D09MSQIUNMH9OiRQsE/H2++tatW00fY5/evXv3i10lIiIiIiK6jF10J8V+qtegQYPg6+tr+hibzYY77rgDALBgwYIS+bZt2xATEwM3NzcMGjToYleJiIiIiKjMOJJiPRe1fTIzM7F06VIA8qleduPHj4e7uzvWrVuHWbNmwTAKK9QcOXIEDz/8MABg1KhRjhEXIiIiIiKqmWyGvbfghK+++gr33XcfGjZsiOPHjxe7y7yZzz//HCNGjEBBQQGaNWuGRo0aITo6Grm5uejSpQs2bdqEOnXMS76aSU9Ph6+vL9IefRQ+ZuWNlTqxSxs8ImZaP6ln1o+m07+64QaxzVB5dti3V97848bJ7daulbPae7bJofLkjroGl3t52nosXy5nhrFBDvGXkjVTMvl6JptNLnMbopSBbiPUg2zeXG7TQK52DG9v59ppJY+19feBci+hDLVwtjntPa7U/T2fJ5cfT0qSZ6ll2upr21nbXvVS48yDHTvkRqtWiVH2V3KJbqW6Mv5QsnuVQ7Z0Hyoiqnja16cVSgX+QcN85LBTJzE6s/wnMatf/wMxW7DgcdPpQ5UvJ7XXK0/go4/kTDjApmdnw/eDD5CWlgYfH+X5VwH7d8kkAJW9ZukAAgBLbhcruKiRFPupXkOHDi21gwIADz74IDZv3oyIiAhkZmZi//79CA4OxuTJk7Fly5ZydVCIiIiIiCoCT/eynosqQbxmzZpyt+nZsydWrlx5MYslIiIiIqJqrMLuOE9EREREdDniHeeth9uHiIiIiIgshSMpRERERFSjcSTFerh9iIiIiIjIUqrHSMrMmYBZ6bY77xSbrA+QSxB/EPCamK3p+orpdK1kaLySXZ1sXtIYALZs6SfPU5lp6Pr1cpiaKkYtlPLEjwg1dx95QajRCyBncTcxW75cLtn85ZdihC1b5Ewr4atUdVSzoCDz6VqZak9POdPK5iYny5lWAVfLPD3lkoZ+fnImbUuttK/2vDVZWc6105anFRvUtrNrgHkZbp8hSs1pZQfykHYgAFdPny5mBfLSMEUpM6yVRGV5YqLyU+/SEBoqRst77BezQXl58jyVevPabQkCA83LDAPyZ6q2GsnJ8o21X+qkfOgcO2Y+PSdHbkMkqB6dFCIiIiIiJ/F0L+vh9iEiIiIiIkvhSAoRERER1Wg2VP5psTbtdELiSAoREREREVkLOylERERERGQpPN2LiIiIiGo2V1egsqsgGoZeZq2GqxadFF9fX9PpWunAD5T55dpeFbNbxpvXkL1emd9aJWul1Ns1DLkU4ZVXnpTbvazs8Frt4kOH5EyqnSuVGwTgFhsrZtfKS8JNSub7zjtidnLoE2IWEyPPUysnLGU+3kqRWO2Ao9TGPZMqD2xGR8uz3LXLuUwrhyw97zZyxWl1O/r5yZmzpYs12nNTqnCL+0lqqrvY5tAhuQypt98bYjZh71AxCxs8WMw6HD4sZixPTFSJJk8Wo5B4uVluZqaYuQnl/gEgyE+ep1K5GHPmmE9XPr4xdapcG/6l/Glyw0mTzKdnZ8ttiATVopNCREREROQ0jqRYDq9JISIiIiIiS+FIChERERHVbFU1kgIgLCwMLi4uGDt2LMaOHVu562Bh7KQQEREREVWRqKgo+Pj4VPVqWA5P9yIiIiIiIkvhSAoRERER1WxVeLoXmavWnRRny2pqpTrxhnlJUa8//xSb/Na6tZjdsXy5siZpYvLii/+Vmz3XQs4WL5YzrRZsgwblbmNTyu0GatUssuTSh0hKEqNG0+QSxI0+/VTM8s+eFTOXBx4wD0JCxDZqvV1vbzGqp5Se7Nupk7K4es4sDsnJcia9dNouorzcavESrVywtis4O0+t7Ka0e2lttDLPCQkfi9nzz8v1nI18uRy4u4uLmL161VXyyhBRxVIOiNJHJgAcV2bZUjnoDRsmt9OO59LXDO0Yes018nPr1kNu9/Oqp8yDs2eBt96SGxKZqNadFCIiIiKiUrm4ALUq+SqIAuWea8RrUoiIiIiIyFrYSSEiIiIiIkvh6V5EREREVLO5uvJ0L4vhSAoREREREVkKR1LKSyiHYWstb8rJyuwSU1KUdI6YvPHcGTHrN1iu9vTj+lFilpMn91nj482naxVFtApLWlURLXMNkDPvIXLmOexdeZ5OVKXSqmaF+im1W+bPlzNpI5eywAbNu4lZUJA8S6WYmLpNJFrlr5gYOdMK3GnVvbTlaZk2TynT9kmtik9y8qNipm1jtXrOX3+J2aZmzcQsUql2KFU0dLZCItHlRK3o2bmznI0ZI0YjH10rZq8p6/LyqlViFhoeLjdUKkA+9ZT8nUCiFalcKz81PD65ken0nBzloGwVHEmxHI6kEBERERGRpbCTQkRERERElsLTvYiIiIioZuPpXpbDkRQiIiIiIrIUjqQQERERUc3m4lL4V5ny8yt3eZcZjqQQEREREZGlcCSlvITapuPHt5DbzJKjo8qiRoxoIofLF4rRoUMPi9kbM+R+qVZy8NAh8+la1VxnyxNrJWKdpZWQ1ZYnrWdKylllaQlK1kXJ5FKX7RfL+0KHDvIctaxrVzmTShdrJY3dj8WJWd9DkWL2SPy/xWzDgQNi9ufHctnQRx+V2wHtxOTaa83fHz2UksBaOWptG2vvt5AQObvnqaZi9qHcDPWVjKgm00ptq+WJ35VL2wNtxOQlpdXhX38Vs3M33CBmHZTncN8o4dYDWknjiE5iNGpUqJhJ5YnPnwcWLJAXZwmurpU/ksIy7yqOpBARERERkaWwk0JERERERJbC072IiIiIqGbj6V6Ww5EUIiIiIiKyFI6kEBEREVHNxpEUy+FIChERERERWYrNUOvrWVt6ejp8fX0rdZnS5rLZ7hLbTMZSMVMqm+L3N+WX5pk9D4rZ3N6fi9mjjxaI2TXXyH3W6Gjz6bm5J8U2wDklc/YGRto8tXWJVTKhvjIAQCr921Zpk6NkG5QsUck0/xQTL68bxWzgQHmOUuncgAC5jVZSVyvTq7XTltdCK+DtKg8S9xwil/AdOtR8eu/e8qKcKd0NAMeOyZlWuljblq1bDxKzyVgpZq+KxzX+ykc1m/oV6ccfxajekH5iFhkpz1Ir8+6zZY0cPvWUGH0Xa/75t0eeGwYrWcdrr5XDyZNNJ6efOwffO+9EWloafHx8lLlXPvt3ybSrr4ZPJY+kpOfnw/e33yy5XayAp3sRERERUc3G070sh6d7ERERERGRpXAkhYiIiIhqNhcX9VRhqnwcSSEiIiIiIkthl5GIiIiIajZXV46kWAxHUoiIiIiIyFLYZTShlhysV8908urVZ8QmUbfK1Ru0gnNt2ijh7Egx6jBGaYdMMUlKqiNmcqlhrXxvipJ5KplSY1XlpmTaltbWU3p+m0tfnUrznphkZm4Vs2XLOimZVHpZKx2t1NTFDiVLVrIuShbqVGacUEpVS2U8G0TIbZSawMFKLeEVWXIp5NRUeXFXd5DLiO/du0JuF/mumE0RKsxox0KWJ6aabpunXGY4JeUvMevYUZvrY0o2R0wWLPhDzB4eet50+u3Tpoltzk2fLmZTtm8Xs5E33WQ6/azYgkjGTgoRERER1Ww83ctyeLoXERERERFZCruMRERERFSzcSTFcjiSQkRERERElsJOChERERERWcpFdVLy8/Mxb948XHfddWjQoAE8PT3RsmVLDB48GN99951pm+3bt+P2229Hw4YN4eXlhdDQUEydOhVZWVkXsypERERERM6x33G+Mv9cXKr6WVuazVDr7cpSUlJwyy23YMeOHbDZbLjiiivg7e2N48ePIzExEXfddRe+/fbbYm0WLVqE4cOHIz8/H82aNUOjRo0QHR2N3NxchIWFITIyErVr1y7zOqSnp8PX19eZ1Vepm+S8eSk/JMtlVKe0bClmTyjr4b9hg5idu+EGMTvxp7z+8+fLy9P6iatWmU+PjVXKuarlic8pmVYuWC6TrGfagUAuywykCtOPKG1ilUwuH6uXUJbL1QLNlKyxkmlloCXpSnZUybRtou1D2muqrf9uJWugZG+YTj1yxE9s0WLaI/LspDcOAHz5pRg9/q1c2vSD2TnyPJXj0H3PyfvQ41+ZlxPuzRLEVMNp3wfelat6IzJSzvLy5CwjQ878/OQsJkbODgkfxbm58ufwpk3ysbdvJ+VzQDjmpZ8/D9/Ro5GWlgYfH+0zvvLZv0um9e8PHzftc/gSLDs3F77r11tyu1iBUyMpBQUFGDRoEHbs2IE777wTR48eRUxMDHbt2oXjx48jISEBTzxR/Ot3fHw8Ro4cifz8fMycORMJCQnYvXs3YmNj0a5dO0RFRWHChAkV8qSIiIiIiMqsskdReKF+qZzqpMydOxdbtmzB9ddfjyVLlqB58+bF8ubNm6Nv377Fps2aNQvZ2dkYMGAAxo8f7/gVrmXLlli4cKFjvidOnHBmlYiIiIiIqJpwqpPyzjvvAACmTp2KWrVKn4VhGFi2bBkAYOTIkSXynj17IiQkBLm5ueK1LERERERElwRHUiyn3J2U2NhYxMTEoF69eujZsye+++47DBs2DDfccAOGDh2K+fPnIzs7u1ibo0ePIjExEQDQq1cv0/nap+/cubO8q0RERERERNVIubtwv/zyCwAgJCQEDzzwABYtWlQs//rrr/Hmm29i7dq1aPn3BeOxsYUXzXp4eKBpU/OLN4ODg4s9loiIiIiIaqZyj6TYR0SioqKwaNEijBo1CvHx8cjKysL69esRHByMmJgY3HXXXSgoKKxklJKSAgDw8/MTK8L4+/sXe6yZ7OxspKenF/sjIiIiIrooPN3Lcsq9dc6dKyxZl5ubiz59+mDevHmO7IYbbsDSpUtxzTXX4JdffsHq1atx2223Oe6B4u7uLs7Xw8MDAJCZKZeDnT59OqZMmVLeVTallhm+5RYxWvfUGtPpA2aPEdvUV9bD/4EH5HDPHjGqc8cdYhac8ZuYvREizxNJSWL01vweptPTO/U1nQ4Aq1Y1ErMtW+TVkMolAmqFVfW97mwmlYpMTe0utjl2TJ7f2bNa6WWt062VLlZK0qqZti7ShtbKBScqmXYfJK3MsLZN4pTMfH8tNFxM+vTxM53+0Ufy3AYOmytmfcfIpZAPdOkiZh98/bWY5eAeMXOPjhaz+fPlEsS1O/1LzIhqMq3UtvY94oUX5HlOnixnQUFyFhAgZ97eciZ9jg0bJh97r7tOvgXCzp3yLRCC+t9nOv3s2XQAo8V2RGbKPZLi6fm/exM8+eSTJfKOHTvi+uuvBwCsXbu2WJucHPkLk/06Fi8vL/ExL774ItLS0hx/CQkJ5V19IiIiIqLiOJJiOeXupNhPywIKr0sx0759ewCF90Yp2iY1NVX85cF+mlfR+V/Iw8MDPj4+xf6IiIiIiKh6KXcnpV27do7/t5+idSH79Pz8fABA27ZtARSOlhw/fty0TVxcXLHHEhERERFRzVTuTso111zjOH3L3rG4kH16s2bNAAAtWrRAwN8nU27dutW0jX169+7yuf5ERERERBXOxaXyT/VycanqZ21p5e6k1KlTB7f8fWH5Z599ViJPSkrCDz/8AADo168fgMILz+74+0LvBQsWlGizbds2xMTEwM3NDYMGDSrvKhERERERUTViM9QyV+b27t2LLl26wDAMLFy4EMOHF1bLSU1NxdChQ/HDDz8gODgYBw4ccFT0Onz4MEJCQpCTk4OZM2fiueeeg81mw5EjR3DTTTfh4MGDeOyxx/DBBx+UeT3S09Ph6+sr5tpTO3NGnm+WUojoqafMp09ZIlcAaSHPDjs3yOuoVfLw85OzVavkTLiMCADQoYOc1YOwwZRqQmqWmipnbdrIWQ+5atMZb3lLaxXDlKJm4mpqq69VIHNmWaXNMyZGzhITlZniiJIdlpamtNGqe8kFMfTqXkqpNHV5Gq3e3jBherDSpqWY3Hab/DvQikk/i9l2ZUR5+5vyMeMZT+X4qbx3fkztbDr979+ZTGlVj4hqAu07hs0m/+BqvBkuz/SZZ+RM+X60u8fjYtZ5hlAR8Jtv5GVpOpsfLwCIX5LSMzPhO2YM0tLSLHc9sf27ZNr998NHqUJ7SZadkwPfRYssuV2soNwjKUBhBa85c+bAMAw89NBDaNmyJcLCwtCsWTP88MMPaNCgAf773/8WKzncqlUrzJs3D7Vq1cKECRMQGBiIzp07o23btjh48CC6dOmCWbNmVdgTIyIiIiKiy5NTnRQAGDNmDDZt2oTbbrsN58+fx2+//YZGjRph7Nix2LNnDzp16lSizYMPPojNmzcjIiICmZmZ2L9/P4KDgzF58mRs2bIFdepov6gSEREREV0CLEFsORe1dfr06YM+ffqUq03Pnj2xcuXKi1ksERERERFVY06PpBARERER0cUJCwtDaGgo3n///apeFUvhOBMRERER1WxVcfpVQQEAICoqihfOm+BIChERERERWUq1GEkRS7cJN5sEgC9XySVFtdK/f9/HsgSlsi9sq1eL2Q03jBOzVq3miNnhw0qdZLysZAeVTKlBjF7C9L5iiz595CwiQl7SkK5yFrxnhZjVe6iTmHXLy5NnOmmSnA0caD5dqeV8PFkuYXhMqairZVoJ5aAgOYuP9xOzpCQ5i4npaDrdMLSyv6eVLF/JhDcVAKBAyU4ombLBkKNkUqlk+RcuNzf5t56MDHlJ38R3E7N7rr1WzK79Uin/qb2x4uPFaHlk+UsQE5Hs44/lzyo8IkdaaW+t5LGhlQQX2jlbRly9c8W775pP1+7tYBVVOJJC5jiSQkRERERElsJOChERERERWUq1ON2LiIiIiMhpLi6Vf7pXvnYqNHEkhYiIiIiILIUjKURERERUs1XFhfMcSVFxJIWIiIiIiCyleoykbNgA1KlTYvKPrgPEJt7e8uzmz5ezdW0eNw+Uu4T2nXGLPENsEZPDh+USxHr51UZKFqZkLkom1cd9XWyxeXOCkp0Vs+efV1ZD1VvJ3OTo+YfEaFMP823Zt7dcPrapUu64qVLuuFPEnWK2Rd5NxLLYANCggZylpspZ8+bm0w8daiK2SUqSs8xMufykl5f8BLRy4N7e7cXM0zNczLQfyvz8zKdL2wMA2rSRM6VSNZKS5AxdlTrcixfLmXZgU0qAvhs/SEiUMqpEJHr0Ufkz7hHXJWLmVHlfAF1uvLFM63XJSQfL8+crdz2cwZEUy+FIChERERERWQo7KUREREREZCnV43QvIiIiIiJn8XQvy+FIChERERERWQpHUoiIiIioZquKmzkqhXaIIylERERERGQx1WIk5ZOjN8DLy6fE9N5KRVqttOnQocrClpvPNK7HfWKTzWOl8p4AMETJ5BKrQFMlqy8mNptc7rUyf0DQlqX9sJCbW6DMVTu3Uy6/CmSKyXXXHRaSb8U2deu2ELOuSlVp70/lTCszPEeZZ6NOyn4ye7YYnQy/x3S6Vp5bq4y7b1+6mGVmnhOzpCR5X9bew87uy8nJ5W+jHWd69JCzQ4eUmWYEyZlSShgREXK2dq2crTAvNWyz2eQ2RKRQPo+ULxkHlfdcux9+kOf5xBNiVKnvY6kMOo8l5IRq0UkhIiIiInJaVVw4X9nLu8zwdC8iIiIiIrIUduGIiIiIqGbjSIrlcCSFiIiIiIgshV04IiIiIqrZOJJiORxJISIiIiIiS6kWXbgRabPhk21So9VTLu9bEBQsZloZ0tpDzOf56TS5DaCVIG6nZEIpPwBAhpLJJXUNw0XMcnPlDHATpnspbeS6ubm57mJms2l9Z63MsFzKFjihZFKZYQDYV+42Z8/KJYg3bgxVllVHyc6KyZIl2jbZKCYj1sr73sI2u02nXzmxi9hmV7YhZuPGNRIzraxxZqZcp/fwYW1/lZen77PHhOnjxBZPPWVevhcAGs1+Sc6aN5dXQ6mvnHlW3hcSPeX9K3iV/BzwzDNyRkRO+EWOvvxTjNoZ8nFUY5ly4Z06mU9XjltEkmrRSSEiIiIichpP97Icnu5FRERERESWwi4cEREREdVsLi6VP7Lhop22TBxJISIiIiIiS2EnhYiIiIiILIWnexERERFRzcYL5y2nemydp54CfHxKTN62TW4y4yk585Qr52LoUPPSudHRchugjZJp5WOlcqgAkKJkWilerV2OkknlkLWyuVLZYgAoEBPD0NYjS8nSlCxVybRtku7EemjloaX5Ado2AWKcbCf75BMtayUk08U27TvJ89v/0U9itnZtXzFLSHhdninkdsBAMWnYUN5nPT2l8tFymeH+/eW1SLhJ3l5awdDmW7eK2UmlnbYuvxyWy1H7K/MkqskMrSTwW2/J7f4cLLcLvkGMLFNK2Ek5fubl33NqKV+siATVo5NCREREROQsjqRYDq9JISIiIiIiS2EnhYiIiIiILIXjTERERERUs/F0L8vhSAoREREREVkKu3BEREREVLPxjvOWU607KQEBcrZy5SClZXcx8faeaDr90CFtTQ4rmVYuONbJedKl10TJpDK2ANBUybTSy1pZ46NK5ixp/5L3uwMHpoqZ7bp/itnTT8trERAg10meP19ul6Fsrk6d5MzPz3x6crLcZsYMOXupfXsxO3zggJity+gpZtoe9M/DcvlSf6WU6uVe9pToYmhlhmfOlNs9/7z8BdN4JljMqvP7LS+vfNOJNNW6k0JEREREVCpek2I5vCaFiIiIiIgshZ0UIiIiIiKyFI4zEREREVHNxtO9LIcjKUREREREZCnVuguXlaWlzyhZrphIVX5iYrRlLdNCuiwlKlmKksn7ll7d61JU8NLcIEwPF1u4uXUUsw4d5CXt2CFn27drb2L5feXmdq+YaT9ceXubTz92TG4zceIcMXvp3k5i5qlU9xoQIr/eJ+RVQbqSEdV0UhWvBx+U2+zapc1xgxy9lV/u9QAu/8pftQ/9Zjo9Tyu5aBUcSbEcjqQQEREREZGlsJNCRERERESWwnEmIiIiIqrZeLqX5XAkhYiIiIiILIVdOCIiIiKq2VxcKn9kw8Wlcpd3mXFqJOWhhx6CzWZT/7KE0lrbt2/H7bffjoYNG8LLywuhoaGYOnWq+HgiIiIiIqpZLqrL2LZtWzRq1Mg0q1WrZP9n0aJFGD58OPLz89GsWTMEBgYiOjoar7zyClauXInIyEjUrl37YlapmOhoOatbN1zMzp4tELPmzc2n5+Vpa9JdybRetFL31Olio+5OzpOdyOLclKyJkrVUsjpKJux4APTyxPuVTCOV1pRLbubmthKzX3+9T8zat5ffHy+/7Clm3t5ymeGkJDFSS5NLP6IFBMht2rcfJ4fN5demiZu8D01pKe8nrwYGitkNCQnyPJXSplJJ1Mu9HCrVPFp53549zacPHCjPT7rtAAAcOPComA2KvFXMVmh3QLAIbTsuXCi3e7i5cPA9d+4i16gS8JoUy7morfPSSy/hoYceKtNj4+PjMXLkSOTn52PmzJl47rnnYLPZcOTIEdx0002IiorChAkTMGeOfM8BIiIiIiKq/irtwvlZs2YhOzsbAwYMwPjx4x2/0LVs2RIL/+6Wz507FydOaLcqIyIiIiKi6q5SOimGYWDZssK7Q48cObJE3rNnT4SEhCA3NxffffddZawSEREREVEh++lelf1HoovqpHz77bcYPHgw+vXrh6FDh+K9995DWlpaiccdPXoUiYmJAIBevXqZzss+fefOnRezSkREREREdJm7qC7c6tWri/3766+/xquvvor//Oc/GFjkSrTY2FgAgIeHB5o2bWo6r+Dg4GKPJSIiIiKqFLxw3nKcGklp3bo13njjDezduxfp6ek4e/Ys1q1bh+7duyMlJQWDBw/Grl27HI9PSUkBAPj5+YnVYvz9/Ys91kx2djbS09OL/RERERERUfXiVBfu5ZdfLjHtxhtvxHXXXYc+ffrg559/xvPPP48NGwrLldrvgeLuLpe/9fDwAABkZmaKj5k+fTqmTJlSMrj+etMb4hwb+rM4L61kcPv2ct8tJMR8eps28vxiY8fIIbSyfFoRgZNKdkTJDisZO31ll6tk2jbWSkDLJXwBLyULV7JhSqaVPM4XpmtlsaOU7HUxOXBAbjV16nAxCwy8S8yGDJHn2amTnEmlhv385DaecpVkoM0LcibVMwfw6pdfyu0mTxaj3i/Iy+u9fr08T6LLiFYeF7/9JkbDhl1tOt2ZYwIAJCfLZYa17wSXu6FDlXD2LvPpvBceOaFCL5x3d3fH1KlTAQCRkZGOURHPvz/Fc3JyxLbZ2dkAAC8v+cvYiy++iLS0NMdfgnJPACIiIiKiMrHfcb4y/3jHeVWFV/e69tprAQAFBQWIi4sD8L9TuVJTU8VfQOwdGvtjzXh4eMDHx6fYHxERERERVS8VfsWOW5G7KOf9fU5V27ZtARSOlhw/fhzNmjUr0c7eobE/loiIiIioUvDCecup8JGU33//3fH/zf8+57pFixYI+PvEzq1bt5q2s0/v3r17Ra8SERERERFdRiq8k/Lmm28CAEJCQhwjJjabDXfccQcAYMGCBSXabNu2DTExMXBzc8OgQYMqepWIiIiIiGS8maPllLuT8n//93948cUXcfhw8QpGaWlpeOKJJ/DVV18BAF555ZVi+fjx4+Hu7o5169Zh1qxZjmtTjhw5gocffhgAMGrUKMeICxERERER1Uw2Q63lV9Ly5csdoyLNmjVD06ZNkZubi/379yMnJwc2mw2vvPIKJpuUyfz8888xYsQIFBQUoFmzZmjUqBGio6ORm5uLLl26YNOmTahTRyuLWlx6ejp8fX2RtmQJfGrXLpE/svwWse28edqIzVdismCB+fqNHFmgzO8nJUt0Mkt2st1pJaOSyr4//o/W99euudJq2e5XslR1baovNyV7SkwCA/uI2TChYnPv3vKSGjSQs6QkOdPmWW/9N3Ko1TzWFqhkKzq9YjpdG9iW7nlFdKlpX1smTJDbffSR+fT0VcpndIcOYvTN+npids+XyptnxQoxqsz3lfr1r29fMVrxnLy9Bu15zXR6elYWfKdPR1pamuWKHjm+S27dCh9v78pddkYGfHv1suR2sYJyjzN16dIFEydOxPbt23Ho0CFER0fDMAw0a9YMffr0weOPPy5eV/Lggw+iTZs2mD59OrZt24b9+/cjODgY9957L55//nlHqWIiIiIiokrDC+ctp9xbJzAwENOmTXN6gT179sTKlSudbk9ERERERNUbu3BEREREVLNxJMVyKry6FxERERER0cVgJ4WIiIiIiCyF40xEREREVLO5uFT+6VcuLpW7vMtM9eiktGgBmJSNi46Wm1x7rVwCULtVS1aWlOyRG+EtJaOSGimZUu9VLeGr0coMuwvT85U2OUrmr2SNlayXk/PUnpu2nlKp6jilzUEl09qdVTJNrpLNEpOEhIViNn26VHbzDrFNnz5+YtajhxjBT26GvlrDQ4fEaEXAI2I2yE8uazzITyopKpchJbKiNm3kLD3+jHkQFCE3+vRTMXJ1vVNuZ5Eyw846v1YuMxwkH4KA5Obm0zMzL26FqEaqHp0UIiIiIiJn8cJ5y+E1KUREREREZCnswhERERFRzcaRFMvhSAoREREREVkKOylERERERGQpHGciIiIiopqNp3tZTrXYOnuyQuDt6lNi+qhRcpvFi+VMKw26apWU7JAboa6SOVt+9XJXX8m0MsNNlKzkPvA/WsngiqbVPdfKJGsDm1q54BQnM7GeNgCpXKRW7lgrVxumZPuVbJuSOUsqrwwAy4TpUWKLzZvl0pqbN8sloI8dmyNmbf7dQsyaNpdft0HHfhQz5CmH+9RUOSO6jBw7poTDhplO3ndW/hy+ylM+ZkeulRd1p1Kd+HIwcKCcrV+vNFyfaj5dvn8DkahadFKIiIiIiJzGmzlaDq9JISIiIiKii3bs2DH885//RPfu3eHp6XlRNy9lJ4WIiIiIiC7aoUOHsGTJEjRq1Ajdu3e/qHnxdC8iIiIiqtl44XyF6Nu3L5KSkgAAM2bMwE8//eT0vDiSQkREREREF61WrYrrWlSLLtwffwC1a5ecrlXp+r//+0TMAgNHiFlCQqSQrJMXhh5K5q5k+5RMq1CkaaRkWuUmqcJJrpProdEqWR1xcp7pSqZV/pK2SXOljVaBTNvGWnUyrSqYtv7Ovj7nhOknlTZaWZ04JbsU+5BGrpwF3CxMlyuXtWolV+8LCJCXFBMjZ/Pny1lExBVi1rl3kNzwoYfkrH9/OSO6jGiVO8fHfm86XfsU1n7pbq58DMycKWeGYYjZxZy/X5FCQuTM/cuFcigd2HK0z3WLuExGUg4fPoz169fj559/xs8//4zff/8d+fn5mDp1KiZNmlRq+zVr1uCtt97C7t27kZ2djXbt2mHEiBEYO3ZshXYwKkK16KQQEREREVV377zzDt555x2n2s6YMQMvvvgiACA4OBje3t7Yu3cvnnjiCaxfvx7Lli2zVEeFnRQiIiIiqtkuk5GUBg0aICIiAt26dUNYWBjmz5+P//73v6W22759O1566SXUqlULX375Je69914AwN69e3HTTTdhxYoVeOutt/Dcc8852pw9exZ//fVXqfNu0qQJfH19y/1cSsNOChERERHRZeDCU7oWa+c4FjFt2jQYhoHRo0c7OigA0LFjR7z11lu4//77MWPGDDz55JNwc3MDAKxevbrYYyWffPIJHtJOKXaSdcZ0iIiIiIioQqWnp2P9+vUAgJEjR5bI7777bvj4+OD06dPYuHGjY/rQoUNhGEapf5eigwKwk0JERERENZ39dK/K/qsEv/76K3JycuDp6YnOnTuXyN3c3BAWFgYA2LlzZ6WsU1nwdC8iIiIioiqSnl68AqmHhwc8PDwqbP6xsbEAgBYtWsBV6BgFBwdjw4YNjsdejG+//RYAEB0dXezfoaGhCA0NLfN8qkUnJTsbMCtG8Pc2ESwTk4QEbQO+VdbVKuKQkmmlbFOcWFZptBKyWonABsJ0rXijW+mrYypTybRtkuVkppFKPWuvqVbmWSsX7FX66phKU7KzTs6zOjuqZB+Xczpw+HCYkpX8xep/5LLGvXvLZY3z8uQ5zpwtvx+f/eorMXPp0MF0+v798rIuhzKqdPnS9i+88YYYxcbKnzvnhelB2ookJ4vRhNSXxOzw9OnyPCcoz+0SELelsh2//FJ+bnM7ZMgLS001n55b2aXmy68AtVBQyScY2ZcXGBhYbPqrr76KyZMnV9hyUlIKvzv5+8u3QbBn9sdejLvvvtv03+V9XtWik0JEREREdDlKSEiAj8//7pVWkaMoAJCVVfhDrbu7/EOWfZmZmdoPxWWj/shQDuykEBERERFVER8fn2KdlIrm6Vl4Q+gc5aaa2dnZAAAvL2fP6qh47KQQERERUY2Wl6efTnupllkZynIqV1lOCatsrO5FRERERFRNtW3bFgBw9OhR5Ak9o7i4uGKPtQKOpBARERFRjVadR1KuueYauLm5ISsrC7t370a3bt2K5bm5uYiKigIAdO/evXJWqgw4kkJEREREVE35+Pigf//+AIAFCxaUyJcsWYL09HTUr18f4eHhlbx2smoxkhIVBZgVLFi27Bsn5/j6Ra1PSVrZX60kbUEFr0dpUp3MqDjt9SZrk0qCDxNbuLn1FLM2beQlHTggl+R8773PxczP70Ex69pVXp4rPhMzY/ZzptNDs5TS3a+9JmdEf3O6ys95qWAw8FuEXB4XE58Uo8Y33mgeKG+cnCH3iZl7h9/ErNVHH4nZpaBt59q1zad/9JG8HdUbiDdXbp0QEGA+Xblg2yqq80gKAEycOBFr167F/PnzER4ejnvvvRcAsHfvXjzzzDMAgAkTJqgVwCobR1KIiIiIiC4DW7duRYMGDRx/ixcvBgBMnz692PSEhIRi7Xr16oWpU6eioKAA9913H1q3bo2OHTuic+fOOHHiBG699VY8++yzVfGURNViJIWIiIiIqLrLzc3F6dMlbzR9/vx5nC8yApmfX/JMnYkTJ6Jjx454++238csvvyApKQlXXXUVRowYgXHjxsHFxeWSrnt5sZNCRERERDXa5XK6V3h4+EXdLDEiIgIRERFOt69MPN2LiIiIiIgshSMpRERERFSj5edX/kiKyRlZVARHUoiIiIiIyFKqxUjKZ5+dBWAzSToqrXyUbKuS7Remy+VEdSUvfvofTyVTSoNSJWilZEp5RqQo2Tkl0/ZXfyVroGT1nViedlFdppKlKlmiksUo2VElc5Z0zGgptvDzk+emZffe6yZmnp5ymeEtW+R5envL2S+/yPNM6TLcdLq/tjCii/Xjj2LU7YV+YjZ0qDbTCXK0tonp5BWr5N9rhyjvqdxcodwugHvvPSNm//n5ZzFz+lqD48fFKDPTvFTy/PkDxTZJScqyBisbpUcP8+nnzwMff6zMtGYLCwuDi4sLxo4di7Fjx1b16lhGteikEBERERE5qyovnI+KioKPj/ZjZM3E072IiIiIiMhSOJJCRERERDXa5VKCuCbhSAoREREREVkKOylERERERGQpPN2LiIiIiGo0nu5lPTbD6Xp3VS89PR2+vr4IDk6Di0vJqghaCb2zZ08qc9bKAktlVrWSwFqJ1V+ULFXJ5HKDQIGSWYU2iOeuZJdD6WU/JUutpHWw81MyuayuXLpYK4ut3ZVKK718WMm096lV3KBkYUomlOoEcPPN8vujd295jl27ytmA/spxYdo008nzXn1VbDK6lVKGOy5OjGw2s3LxVF1pXzHS0+V2H30kZ5GRchYSImdZwseH9l3BUznkNVAqvEvLAoDoaOfaaaWXtXVZu9Z8urYdT506IGbGXuWWCx06mE5OT0+Hr78/0tLSLFfFyv5dcs+eNNStW7nrdvZsOjp18rXkdrECjqQQERERUY3GO85bD69JISIiIiIiS+FIChERERHVaLwmxXo4kkJERERERJbCTgoREREREVlKhXRSJk2aBJvNBpvNhmlClRgA2L59O26//XY0bNgQXl5eCA0NxdSpU5GllbMgIiIiIrqE7Kd7VfYfyS76mpQDBw5g1qxZpT5u0aJFGD58OPLz89GsWTMEBgYiOjoar7zyClauXInIyEjUrl3bqXWIi0sCcM4kUeobwkXJ/JSshRPz0zphTZTskJJpYpXsiJJpZSak+oZK3UP4K1kdJdNor+kJJdPKSmvlcZ3pQGsllP2ULNWJZZVGm+elWJ5E+z1EK7toXs6yUFMlc1Mybd8zO44AwDGljbbfzVAy2fffDxOztWvvETOt/Kqfn/waDBnyiul074/NpwNA/qNyKWHtaEhk5+0tZ2PGyFlEhJx9+qmczZ9vPr1NG7lNQICcaV8wteemvU81q1bJWadOchYTYz791KmXxTY33zxVzHKU9Z/0gvn07GyeuEPld1F7jWEYePTRR+Hm5oZ+/fqJj4uPj8fIkSORn5+PmTNnIiEhAbt370ZsbCzatWuHqKgoTJgw4WJWhYiIiIjIKRxJsZ6L6qQsWLAAmzdvxiuvvILAwEDxcbNmzUJ2djYGDBiA8ePHO27m1bJlSyxcuBAAMHfuXJw4of0iSURERERUvYSFhSE0NBTvv/9+Va+KpTjdSTl16hSef/55hIaG4umnnxYfZxgGli1bBgAYOXJkibxnz54ICQlBbm4uvvvuO2dXh4iIiIjoshMVFYX9+/dj7NixVb0qluJ0J+Xpp5/GmTNn8MEHH8DNTT7/++jRo0hMTAQA9OrVy/Qx9uk7d+50dnWIiIiIiJzC072sx6lOyoYNG7Bo0SIMGzYM1113nfrY2NjCi7g9PDzQtKn5ha7BwcHFHktERERERDVXuat7ZWVlYcyYMfD19cW///3vUh+fklJYOcnPz89xLcqF/P39iz1Wkp2djezsbMe/09O1Sk9ERERERKXLz6/8kY18ragqlb+TMm3aNBw6dAhz5sxB48aNS328/R4o7u5yWVYPDw8AQGZmpjqv6dOnY8qUKSbJk9BLjpqpq2Tmp6UV6itMbym2cHPzE7Pc3FBlWa2UTCv9K5VRBZwv0yt1CHOUNhqtSKn2rtXKx3o62U7bdxKdWJa8L+glp7V11Moaa9tL2xe0Tr70XtReN62UsPbctONIIyXT3gPaayqXxvbyMm+XmZmrzE+jbf84JTspJoaxXMwOHDiuzFP+EWjPnomm0/385LkNO2eImXPF5OlyZRjyvoA33hCjOd4vidkTqa+JWWjz5mK2fPnDYpabW2A6/cCBg2KbAwe0zzitRL2zx+VflGybmBw7tkLMOgiV3MeNk8sM9+8vr8WOHXL20Ufm07VdhEhSrtO97PdE6dy5Mx577LEytfH0LPwyl5Mjv9HtoyNeXl7qvF588UWkpaU5/hISEsq45kRERERE5nhNivWUayTl8ccfR15eHj788EPUqlW2/o39VK7U1FQYhmF6ypf9NC/7YyUeHh6OURciIiIiIqqeytVJ+fXXX2Gz2TBo0KASWVpaGgDgX//6F+bMmYPAwEBERUWhbdu2AApHS44fP45mzZqVaBsXV3jag/2xRERERERUc5X7mpT8/Hz1posZGRnIyMhwnObVokULBAQEICkpCVu3bsU999xTos3WrVsBAN27dy/v6hARERERXZSqOP2Kp3vpynVNiv2ULbO/4cOHAwCmTp0KwzAQHx8PALDZbLjjjjsAFN6h/kLbtm1DTEwM3NzcTEdoiIiIiIioZin3SIozxo8fjwULFmDdunWYNWsWnnvuOdhsNhw5cgQPP1xYiWPUqFEICAhwav79+38NN7eSlYWSkuQ2x47J2alTR5WljROmy1Uy8vI6KvPTKvzI1ZLat5erRPlpJXkgZ6mpcqvkZPPpp05pVY+0ktJapqwIhBUBoFda8VUyrWKVVEFKq+7lbJUr7ZosrZ1WRUbbJtp66pX2yk+uVgXsVTK5ig8glKwBoFX+8veXK4ZJVXDy8uRqYZ7KrpCV5Sdmx451lhsqtPfp2bNSNToAWCsmmZnmx7wGDVqIberUkY+ThiG3o8uTVsHrm2/kdh0GyxW84ucrC1z+qZyNGSNGsbGzxOz668ebTt+4UbtHm7aSGq2S4xAle0pM7r33BTEbPFieY6dO5tNdlW+Ae/bI2Zw5cnb2bLSQZMiNLIIjKdbj9B3ny6NVq1aYN28eatWqhQkTJiAwMBCdO3dG27ZtcfDgQXTp0gWzZskHFiIiIiIiqjkqpZMCAA8++CA2b96MiIgIZGZmYv/+/QgODsbkyZOxZcsW1Kmj/VJMREREREQ1RYWd7vXpp5/i008/VR/Ts2dPrFy5sqIWSURERER00XjHeeuptJEUIiIiIiKisqiUC+eJiIiIiKyKF85bD0dSiIiIiIjIUqrFSErr1oC7e8np33//sdhmypRHxUwru/nttytMpwcFiU1Un3yiFQyQy/R6e8uttErOWq9dK6UqVTUOCJBLs6amyqVek5PlLDNTK5ubrmTnnMy0eUqleLX5aeV2TyuZsyenaqWEvZxsJ20TrQT0ESXbqWQarXx3JyWLEpOUFLmscWpqfdPp+/bJ5Xbr1pWPF82VCspZym6uHU/atJEzrezpsWMjlMx8ekiIvKSEBPNtBQCYO1eMtFK2NptNniddcvprs01pKR8Pw8JuFLNvv1Vm+WmqnA0cKGfPLxYj+f3YTlmRUUrWS0zat5ffH+Hh8hylMuiA/n7UPvf/vm1dCfOV6spLlmiv9wwlk45BOUoba6jKkZSwsDC4uLhg7NixGDt2bOWuhIVVi04KEREREdHlKCoqCj4+2g+HNRNP9yIiIiIiIkvhSAoRERER1Wi8cN56OJJCRERERESWwpEUIiIiIqrROJJiPRxJISIiIiIiS6kWIykzx5+CT92S9TybN5fLDGslALt1kkvlzZljUusYwHPPyfPTbNkilz6MjV2utAxzanlameHUVDmTSh5rpVJdlb1LK7+amiqvZFKSlsnzPHVKK2uslc5NFaZrpYTNy1RXDa3EtbYPSfvlVUqbvkr2DyXboWQuYtKwoVzi89SpcDGbMkXehwYPNp8+aZJcZjgyUoxw4IC2nzwmJqdOfShmWmlTreSxVr5Uen9rZU1ff13et66e84iY/TZG/m2M5Ykrh7idz58X2zzwQE8x++IL+ZiXkSGvR4uPXpLDHj3E6OHZV4vZzTfLmfz5p5WNV+r0QqjdDeDAgYfFrEcP+RikfUZLpcIBvZzzhx9GC8l7ciO19LK2TaRj9lkAnyrtiEqqFp0UIiIiIiJn5edX/ulX+c7eHq2G4OleRERERERkKRxJISIiIqIajRfOWw9HUoiIiIiIyFI4kkJERERENRpHUqyHIylERERERGQp1WMkZeJEwL1kaeAJ48bJbbR6fb1ni9HaQ+bliVvgqDy/+HgxumVYpNxOq0X4XIEY/bxL7nsmJ8uz1Er4RgsVDLXNmJAwSMz69JFLVg4dKs/Tz0/OtFKX0dHytoyMlMtAS9srKam72MYwlDqw+FrJtDIfXZRMKzO8X8milEwqCzxebNGkiVymVyv57e3dRsy0krpa+Wvt9Z4zR24nlSDu3Vtuo1RKxaFDcrngTz5RVkTZFw4ckMqJAgcOnFDm2VbJmphO9fZ2E1tI2woAhg2Ts6ND5WOXvAdRZbDVSRCzu++Wj5PXXCMf63d3eFBe4A6lpu6MGWIUrXy0z54tZ/Ln1Tm5kWqtkoWKyY4d4WKmfcbFxMjZ998nKuvymjBdvt2CXpbZS8mkz6OzShsic9Wjk0JERERE5CSe7mU9PN2LiIiIiIgshSMpRERERFSj8WaO1sORFCIiIiIishR2UoiIiIiIyFJ4uhcRERER1Wi8cN56bIZhGFW9Es5KT0+Hr68v1qxJQ506PiVyqWwuAEyaJGdaWV2pTO+QIXIb9/g/5PDQITnTtJHLtqJBAznz9pYzV6XPKr2TlDbns+SBOq3csbZJtNdU80zyS2L2eOobYiZtSq069DGlqqbWrkMH57JuneQykgWuJUtz261VqmfeeqtULlJ542CAknVWMs1UMWnf/gMx69RJnqNW1njgQPPpN9wwWWzTsKGcnTqllTaVy3iOHi2/d7SSx9oHnlIJHVu2mE/fvHmw2Ob115eLmVay+aOP5Ow/38r7K3Lk/dxms8ntaij1o/3MGdPJtvrCjgCgVSu5zHDckAlidmLWLDFr/NlnYmYbLi/PWLRGzLQ3yNz1wabTH330L3l+kMuIt22rHNAVsbGHlfR1JdPKAmvH347CdG39s5RMW//jyvymIC0tDT4+Jb+vVSX7d8nXX0+Dp2flrltWVjomTvTFFVdcARcXF4wdOxZjx46t1HWwMo6kEBEREVGNVpUjKVFRUZbrvFkBr0khIiIiIiJL4UgKEREREdVovCbFejiSQkRERERElsJOChERERERWQpP9yIiIiKiGo2ne1lPtShBDGwAUMfkEXLpQPPHF3JzayJmubmbhUQue3j99W5ippUuDg+XM61acJZSOVB7Q2iZtDytpK6WOUtbR+15Z2TImTPlkAMC5DbJyXL27LORcoi3lEx27bUrxEwrV/v221qJyXtMp7ZtKy9LKt8L6CWUtW3p7GuqvQZ79sjZ/Pnm0+vUkcuhvv66vE2WL5eXpVUK//77A3II+cm1atVHzEaNKv+6LF4st9m4US5D+vXXrcRMe20eD/lRDvv1E6PqXILY2Y/on3+WM+m49tRTcptTp3aL2WR0EbNX77hDzPZPWypmWqnwr33l13v0bbeJ2dE55u/Vli3l5wbsV7K+SuavZBr5+wJwUMlcxMRmMz8Ah4TIc9M+a2Njtc8OaVueAzDA0iWIX3yxakoQT5/ua8ntYgUcSSEiIiKiGi0/v/JHNvLzK3d5lxtek0JERERERJbCTgoREREREVkKT/ciIiIiohotLw9wkS/tuWTLJBlHUoiIiIiIyFKqyUjKcgAeJtO1ShhyKaLc3IfF7JprzKvnHDsmL2njxlQle05uiNFi0r59dzHTqqJolZS8vZVVcaKNn5+caZW/tHleimpi2i8Z0rqkpsptOnWSs6+/Dhez1FQ50yoixcfLmVYB6/rr5Q22ZYt5FRxt/9HeA1qm7Sfa+muVvzQxMXJW2zXHdLqR/a3cKP4PMTp27Aox0yrrJCe3F7OoqHvF7PDhWWI2ceIbYnbjjebVf7TqcBs3yi/Ap5/K7SIi5Cx4lFzBa/JkuZ1WAasyK39dimKZjz8uZ7Nny9natXImVY7U3osng8bIoff1cjZjhhgNVapb/jZjjZiNbiVXj9PK97UIqW06PQGZYpsEeUlQ3sLwf+wxOXzoITE606abmH37bUcxe/RR+f1oGObVCePj5cqEWuXR/v3lz46YmJ6m0/Py0rFZKo5qERxJsR6OpBARERERkaVUk5EUIiIiIiLncCTFejiSQkRERERElsJOChERERERWQpP9yIiIiKiGo13nLcejqQQEREREZGl2IxLUTOxkqSnp8PX1xeF5YTdytnaT8nGiomXl3npX61Up5ZpJR+1EqtaCdwdO+Rs+/ZEOYQyU/wkTF+ttPFzclmPKlmokrUUk8BAuT+ulWyWyhpv3Jgrtrn7bnlf1F43pXIm2rSRswYN5MzZUs9SyWNXZexV218PHXKunVZ6WVsXLUtJOS1mL79c33T6pEny/NxDgsUs8/BhMfNq0kSe6bhxYrQ05CUxu+uuVHme2KBk5qVNW7WSd7wO5lWLAQArV84Xs1atRomZtr8eOPCgmP33v5+L2Z13yvN0pjyx9pHZt6/c7qeP9otZQYh8XNNKCWvHDK1cuFT+essWuc2E5v+Rw4FySf+X/l1PzKZPlz8/PvvsVjHTnpv2mdqtk3mJcaxfLzdavlyMjHnzxGypPEdEK9kjStbkXrn8OIYNE6Pz4beYTtdKWE+c+IGyJnId8fHjW5hOz85Ox7vv+iItLQ0+Pj7KvCuf/bvkyJFpcHev3HXLyUnHggXW3C5WwJEUIiIiIiKyFHZSiIiIiIjIUnjhPBERERHVaHl5QK1K/ume90nRcSSFiIiIiKiKhIWFITQ0FO+//35Vr4qlcCSFiIiIiGq0qhxJiYqK4oXzJpx6OZYvX45HH30UXbp0QZMmTeDu7g4/Pz/07NkT77zzDnJyhAoaALZv347bb78dDRs2hJeXF0JDQzF16lRkaSV+iIiIiIioxnCqBHHv3r2xdetWeHh4oGnTpqhfvz4SExPx119/AQC6dOmC9evXw++CWoCLFi3C8OHDkZ+fj2bNmqFRo0aIjo5Gbm4uwsLCEBkZidq1a5d5Pf5Xgng0AHeTR8hlYvWSxUpNWlxvOtXf37w0MQD07i3PTcvCw+VMLKUI6PVetRMglbqOR7MamU7ftUueXUyMnGmlM7VqkCkp/yeH+F7JlG2CMCWbKEyfrbQZICY2m1y31TAilXnKpWwBuSxlWJhc01UrISuV8NVKKCclyZlW2tQwDsohzilZOzHx968jZlrJ6f79zadrpXGnT5f3rTfflEv4PrO4m5htiYoSs97+/vLKKOVS+06S6+NKZctzc0fIy8LtSiaXpAVSxOTee+WyzNqxslMnOeu54y05fOYZOZPMnStG72bJBWQHD5Znqb0/IiPl7NNP5WzVKjkb0PWM6fS4VLlcsFYOXDtmT5yolb7Wfpy8Wcm0Y8ZCJ9tJZonJ00/LxyCtbHm9L98VM+PJJ8VMeUlxXsmaCdPlov1AYMOGcqh9ORHuuZCelQXfiRMtWWrX/l3y/vurpgTxokUsQSxxaiRl1KhR2LhxI86ePYu4uDhERUXh2LFj2L59O5o3b45ffvkFEycW/3IXHx+PkSNHIj8/HzNnzkRCQgJ2796N2NhYtGvXDlFRUZgwYUKFPCkiIiIiorLKy6uaP5I51Ul56KGHEB4eDje34qMRPXr0wFtvFf5qtfyCX/RmzZqF7OxsDBgwAOPHj3fcRKtly5ZYuLDwl4+5c+fixIkTzqwSERERERFVExV+iVDI37eyPX/+f4OPhmFg2bJlAICRI0eWaNOzZ0+EhIQgNzcX3333XUWvEhERERGRKD+/8kdR8vOr+llbW4V3UrZv3w4A6Ny5s2Pa0aNHkZiYCADo1auXaTv79J07d1b0KhERERER0WWkQkoQ5+fnIzExEStWrMALL7yAOnXqYPr06Y48NjYWABwX2psJDg4u9lgiIiIiosqQlwf8fSVCpS6TZBc1kjJ79mzYbDa4uroiMDAQY8eOxQ033IAdO3agW7f/Va5JSSms5uLn5+e4FuVC/n9XrLE/1kx2djbS09OL/RERERERUfXiVAliuyVLluCdd95Bbm4ujhw5ghMnTsDX1xdjx47Fa6+9BhcXFwDAF198gQcffBCBgYE4evSo6bwWLlyIkSNHonXr1jgklNCdPHkypkyZYpIMhF5SuDLIpTMB81PcCg0Sk7vv9hOzYcPkOUplVAGgdrL59gegdukLgoJNp2sliLWSldptcbRfFuLj5UxbF72s8V45hPnzBuKUNtr8blUypc4ttDKeXkoml8jUSm23bVv+3y9iY6OV9CUlq69kWnlo7UeKtmLi73+XmA0daj7970vtTGnlb7Vyx9p+rpWPffbZL8XMuPFzp1YmbpJ52daICHl2WolxvZy29J4CtH3httucKysdreyW0nPQKqx+9JGcjRolZ9rrvXLlCjFzc5M/I3KyCuSZrl0rRie73mI6/dtv5dlJZaoB4IsvlPXAA0p2n5IppbbV0uTOnOSvlPRHqpJlKpm2/vKPscBwMVm9Wv6MuMVvmzxLYafN/+ILsYl2ND+pZNI3oQwA1wKWLLVrL0E8eHAa3Nwqd91yc9OxfDlLEEsuaiTl7rvvxpYtW7Bz504kJSVhx44dCAoKwhtvvIFx48Y5Huf5900GtJs8ZmdnAwC8vOQvXC+++CLS0tIcfwkJCRez+kRERERELEFsQRV64Xz37t2xZs0aeHh4YO7cuThy5AiA/53KlZqaCmngxn6al79yozIPDw/4+PgU+yMiIiIiouqlwqt7NW3aFJ06dUJBQQH27i087aVt28JTL7Kzs3H8+HHTdnFxccUeS0RERERUGTiSYj0V3kkBgLy/t7r9vy1atEBAQAAAYOvWraZt7NO7d+9+KVaJiIiIiIguExXeSYmPj3eMoHTs2BEAYLPZcMcddwAAFixYUKLNtm3bEBMTAzc3NwwaJF8kSERERERE1V+5Oym//PILXn31VcfpWUWtXbsWN998M/Ly8nDLLbegdevWjmz8+PFwd3fHunXrMGvWLMe1KUeOHMHDDz8MABg1apRjxIWIiIiIqDLwdC/rKXcJ4sjISFx//fUAgICAADRv3hw5OTk4evQoUlNTAQBhYWFYs2YNGjRoUKzt559/jhEjRqCgoADNmjVDo0aNEB0djdzcXHTp0gWbNm1CnTpymckL2cvGWaMEsbOU2pkIVbIbxaRuXbnsrFZKtUMHOWvTRlkVgVBJGoBeFvTv3ciUq3L7UU+lgq+2vNxcrdiiVOa2o9jCzU3eh4cMkZfk5ydny5fLWWLiB3KIxkoml3u96qpw0+mzZ8tz69FDzmpnnZFD5YU7mlxbzLSy0osXy9n//d9BORQKb2pli194QZ6btk2CguRM25eTkuSsY8dcMTM2bJYbTppkPl2pqVvw0MNiNm2avKhPP5Wzw4fl9ddKTjdpIu/L2jHvgo8oB6V6r7rfaeXftS8j57fslkOt9m/v3mJ01O9qMftSqGKtvW/27Tsth5inZEppXAxQMu03VK38uJZJz0ErQax9J9FuPaDsDGo7rby9XH5cL2H/T9Opd98tf1fQjmud836WQ6F+enp2NnxnzrRkqV37d8n+/aumBPH69SxBLCn3SErHjh3xzjvvYNCgQahTpw5iYmIQExMDLy8v3Hzzzfjkk0+wbdu2Eh0UAHjwwQexefNmREREIDMzE/v370dwcDAmT56MLVu2lKuDQkRERERUEfLzK38UJd+Z2/rUIMrv0ub8/f3xxBNP4IknnnBqgT179sTKlSudaktERERERNVfuTspRERERETVSVVcH8JrUnSXpAQxERERERGRs9hJISIiIiIiS+HpXkRERERUo/F0L+spdwliKym9BHFdpbWvkjVSspPC9AyljVYG9piSnVMyjVYlTZunVsa5kzBdK6GsPbcoJdPIJROBzkrmpWT7lOwO06lubnK95tzco2I2enQLMdPK1WollLWyoYmJWrndAjFZtKi96fT7uv4hz665vC/8Z7lcSlg7SB9TdiGtxHXXrnKmlbHessV8+hdfKOV7xWMCoO2TgYGtxCw8XJ6jVlI3K0vOtP1kxgzz6XdGKgVStJ1SqbV9csjjYjZunDzLJUuUusBKOW29lPtq06n+/veILXbtkucWHCS/p/Dtt3Km1H8/2UBe/8hIeZZa2fKvvpJ2FG0br1My7VhfU8nHeuAqJdM+j+TPFv09oJWPlmifp9rnvrT+2QA+tmSpXft3yWuvTYOra+WuW15eOrZvZwliCUdSiIiIiKhG40iK9fCaFCIiIiIishR2UoiIiIiIyFJ4uhcRERER1WhVcfd33nFex5EUIiIiIiKylGoyktIMgLvJdK3KlZZp1b38hekpShutuoxW5WOpkilVZJyuCparZFI1LmerdGm0KmNy1R2grZJ5KtlCMalb92XT6VoVIldXuapLTIzczs9PzrSqTZMny1lkpFwN7auvRolZUtJ80+npAVeIbSIGyuuxefNyMRs9erCYaQWktm8fJGY7dqwQs6FD5Xk+95z59M9nXyk3OuQhZ96ZYpSuFMiZNk3OJk58Rg7xsJiMHi1XkIqPN5/ebce7YpukJHkt4sfIWaOMdDF77jm5uo2np7yDffHFx/IChQpeAHDNNZNNp69fL8+tXoZcYSkuXn7vR3vKx65DSlGtPXvkbK3S7tSpnXIoHvMSlTbVgVQBq5fSRq7Cp38OO+uwk+207zTSz/WpSpvdSuaiZNL6a98vrCEvD6jserf2kZSwsDC4uLhg7NixGDt2bOWuhIVVk04KEREREdHlJyoqiiWITbCTQkREREQ1WlWOpJA5XpNCRERERESWwk4KERERERFZCk/3IiIiIqIajad7WQ9HUoiIiIiIyFKqyUhKJsxL7MnlP+WSfADQQMmkUrZa+T+t/K1U0hgA+ivZL0p2Wsms4gYla6JkqWISFuYnZiEh8hy/+OIdMeva1Xz6QKXcrtQGAGovlssdv3nXSDmTZwmvF18Us0d6y3Vu/xOgVBLJeM18evxgsUnXrleL2ebNcmnW5GR5NRpob0XIJXUzMuRWu3bJmbe3sKSn6oltamlPQKrtC8BHqeE78zn5ufXv/5aYDRsmr8q8eY+L2TXXfGA6XSvXHB4uZzt2yNmqVfJ+N336IbkhtNLLGrlUtbR/zTevwA0ASE6W9+VDyupr++SxY3J24IBSfxwblOw/SnZWySqaVPYXANoomfbZqFVBalnu5dls8mdOQIA8N600vJZpMjN7KqlW8lgr3S/dlkArOa19R9JuuSCVGM8GoNTMtgCOpFgPR1KIiIiIiMhS2EkhIiIiIiJLqSanexEREREROSc/v/JP9yrQzuAjjqQQEREREZG1cCSFiIiIiGq0vDygViX/dM+RFB1HUoiIiIiIyFKqyUjKAzAvAazVAMxRMq2ccK4wPVZpI5X/AwAXJdNq02klGLV5nlSyilZXyeSyoNdf30rMUlPlOY4bJ2dtlEqXAQHy8tavl9rI89NKjdYOChKzwXIzzFayMdOni5l/YKDcsINc5lbamD9nyWWGly+XZyeXpdTLr2qrCHQRE6W6r1hmGJBL52r7Vu/et4iZtp/k5clZsrDfAXrJ5sGD5Wz5cvMywwDw66//FaZ/Js9QKQl8443hYjZkiDzH1avlN6qn5wox095zWiaVidXauDr5qalUo0ZsrPZZtVXJPnZuZZyivRmvUjK1jriTtM/oRkpm/uY3DLlsf2Ki9jmsvW5yCeUmTeTPxpAQ+blpJdn1cu3mt0HIyJDLQ6vHJ+UYFBXVQ0jSAbwnN7QAjqRYD0dSiIiIiIjIUthJISIiIiIiS6kmp3sRERERETmHp3tZD0dSiIiIiIjIUjiSQkREREQ1Wn5+5Y9sVPbNIy83HEkhIiIiIiJLqSYjKY1hXu5WLnsKpCiZVnIwU5h+VGmTqGRa3cD9Sqatv1z6sHKdVTK5BLSfn9zq0CE500omNm8uZ1qZ21mzNptOT07uI7ZRy6EG9ROz1q+/LmYDJ04Us3h5caidkCBmHlp93D17TCd3GxoiNlm+PFiZXbiYOVvuNSPjLjFbsiRVzOLj/cRs+3Zpn31abPPhh/eKGRCqZHIt5Fat5BKlWqlRqaQuAHiaVyEFAPj7m2/LrCx5G2dmyj85/t//ycfD//u//8gromyTsDC5DnR4uDxHZ7aXVmJVeGsAADZv1o5565RMKzPcRMnkMtCActCDVHJXW8coJYtWMmdpJezl45D+vKWSuxuUNoeVTHOrmCQm9lUy5Y2q7AuBgXI76TNVK/+uvW+047LNZr4ehqHd9oHIXDXppBAREREROScvD7DZKneZPN1Lx9O9iIiIiIjIUjiSQkREREQ1GkdSrIcjKUREREREZCkcSSEiIiKiGo0jKdbDkRQiIiIiIrKUajKS8hIAtwqcXx0laylM18oFa7TyklrpYo22/o2U7KSSSeUgtTsfaaWcU8VEK0mbkPB/YrZ27Y1i1rWrsiqqWaZTIyPlEsRBQfLcli+Xs5CQl8Rscr6c1dqzW56pVisyRC7j+dMOd9Pp386WZ6c9t4SEA3KolgoPUzJt/3pQTLZv/0RpJ5XJHKa0Uer+YrKSye/vw4enKplW1ljblnFKJpWXjVTaaM+7hZJdr2TysSsq6mMlW63MszLJZWeB+8TkttvkUs/9+8tz7NRJzrRS7snJbUynx8R0F9ts2SLPb9UqOTt7doUcYr6SaeWctXLIWiYdt6XPdQBoq2TaZ632PtW+L3ymZOFikpBws5JJpZdHiW1SUsw/+wpptznYJ0w/p7QhMldNOilERERERM7h6V7Ww9O9iIiIiIjIUjiSQkREREQ1XAEMQzuF/dIsk2QcSSEiIiIiIkthJ4WIiIiIiCyFp3sRERERUQ2XD71q5KVaJkmqSSelDwBPk+mZSpvDSqaVDmwgTHe2BLGzZYY1WlljLdPKKTYXprsobVKUTC4ZnZenNFPWPylJbpWaKmdalV7gDdOpWjlOrYTyrl1ytmTJIDGbOvUGuaFSRrJJE/k1TU6W55ibK5V6XqasxzElc1ZHJdPKE2sWKlknYbpUwhPQy3FqxxLtva+VA9c+1KKVTCqvDABewvQBShuzY25p8wP0571OybQy888o2VXyHN3MX9fm0uEOQECAnGnlx9uYV/0tNdPm6ex6Xt3B/Dz43r3lkyuUiuVoIH0sAli1Sj6uHT7cQ24I8zLoAFC3rp+YaeXmpUzb/tpz8/aWM+1zYNUqudTzqlVyOWqN9hwk27fPEbM+feQy4ps3H1Xm+o0wXTv+EJmrJp0UIiIiIiJncSTFanhNChERERERWQo7KURERERUw+VX0R8QFhaG0NBQvP/++5f+aV5GeLoXEREREVEViYqKgo+PT1WvhuWUeyTFMAxs2bIF48ePR48ePeDn5wd3d3c0bdoUd911FzZu3Ki23759O26//XY0bNgQXl5eCA0NxdSpU5GVleX0kyAiIiIiouqj3J2UH3/8EX369MG///1vREVFoXHjxujQoQPOnj2LpUuXol+/fnj55ZdN2y5atAh9+vTBihUr4OHhgfbt2+PQoUN45ZVX0LdvX5w/f/6inxARERERUfkUVNEfSWyGYRjlabB+/Xo89thjeOaZZzB06FD4+xeW38zJycHkyZMxffp0AMDKlSsRERHhaBcfH4+QkBBkZ2dj5syZeO6552Cz2XDkyBHcdNNNOHjwIMaOHYs5c+SSeBdKT0+Hr68v/vWvNHh6lhwm00qsxsfLmTOlbKOVyp+ZmYfkUC1d/K2SCSsCAKirZI2V7IiS3S5M10oaayWgu4jJjTc2E7PISHmO/fvL2bhxcqYN4s2YYT5dK/2plQzV9sk9e+Rs3z5tpFErp52uZNrr/aWSSbQS1uecmB8A+DnZLtXJdhKt3LH2vCOdXJ5cVlovefyVkmklQIcL07Uy4muVTCtPHKxk2jFjs5Jp/JRMOmho9VwbKZm2L2hlmbXyynKZ91at5O380EPyHMPDzaf37SHvIwWucklg7TPzmJOVybVjbFM/5QfNQ8rnbUxM+dtoT06rX9+pk5wNHixGfyTJp/xo5fm17eXjKbyu2hch5bldMVB+D8fGbhCScwBuR1pamuVOa7J/lywso1/Z65YOoLklt4sVlHskpVu3bjhw4AAee+wxRwcFANzd3fHGG2/g5ptvBgDMmzevWLtZs2YhOzsbAwYMwPjx42Gz2QAALVu2xMKFhfctmDt3Lk6cOOH0kyEiIiIiKr+qu3CezJW7k+Lj4wNXpYd94403AgD++OMPxzTDMLBsWeFN4EaOHFmiTc+ePRESEoLc3Fx899135V0lIiIiIiKqRiq8BLH9Angvr/8NbR89ehSJiYV3Ge7Vq5dpO/v0nTt3VvQqERERERHRZaRCSxAbhoElS5YAKN4ZiY2NBQB4eHigadOmpm2Dg4OLPZaIiIiIqHIUoPJPv+KF85oK7aTMmzcPv/76K9zd3fHUU085pqekFF586efn57gW5UL261vsjzWTnZ2N7Oxsx7/T07WLgomIiIiI6HJUYZ2U3bt348knnwQATJs2Da1bt3Zk9lPA3N3l6iAeHh4AgMxMubrL9OnTMWXKlBLTx9yXDrOiCDkmFb/stGIeWsELqVKJNr/oaLlSTEyMnB0+PECeKbSKYUoJKRx1cp77hOktlDZaxRqZVEENAHJz5XDHDj8xK1JorgRvbzlr0MB8up+8KDXTisH06CFnAQFyFZ+kpPZiplUuS0rqLmZnz94sJFqFqB1KtlvJtP1E2ydPKllF06qTOVu5TCO93wDgTiXTjhkLlUyqINVJaaNVJtymZNprqlULdFaqkmkVFP+/vTuPj6q89wf+GSAbJBAgQNgChMQgoqwRS0BZFSGXpaAFFwQF6latraC0WLwGBcFauPbqrdGL/gq4gCKlAioYWvaCrJHFBBIJJUGWJBBIwiR5fn/gzCXM+X5DxiRMznzer9e8lOc7z5kzz5xzJmeeM5/xfRkZ4WLtww//n1iT3sdycuT36LFj5fVoVU/eF1t1UpLetAOUFgu2LVOuSQleWk1709fekLSDvSZYHpMbtHhILd7rkJJCtnOndbv2vJcuFUtXfOXY06V+ls3nzp1Do2ZKP59wPb7Izi/Oa6rkOykZGRlITExEUVER7rvvPjz77LPl6sE/7pCXLsl/4LhmSK78LsvVZsyYgfz8fPctKyurCtaeiIiIiIh8yU+eScnJycGQIUOQnZ2N4cOH47333vO4pMt1KVdeXh6MMZaXfLku87oy1vhqQUFB7hkXIiIiIiKyp580k3L27FkMGTIER44cwR133IFly5YhIMDz0o3Y2FgAl2dLTpw4Ybmso0ePlrsvEREREVHN4O+k+BqvT1IKCgowbNgwpKamIj4+HqtWrRIv1YqKikJkZCQAYPPmzZb3cbX37i1fJ09ERERERPbn1UlKcXExRo4cie3bt+Omm27C2rVrERYWJt7f4XBg9OjRAIB3333Xo75lyxYcOnQIAQEBGDFihDerRERERETkpbLrdCNJpU9SSktLMW7cOHz99dfo2LEjvvrqKzRp0qTCftOmTUNgYCC+/PJLzJ8/H8YYAMD333+Phx9+GAAwefJk94wLERERERH5p0p/cf7jjz/GZ599BgCoU6cO7rnnHsv7tWzZ0v3DjgDQoUMHJCcnY9KkSZg+fToWLlyI5s2bIzU1FU6nEz179sT8+fO9exbffWeZIxvYpo3YJTLS+kclAT2VT4oaXrtW7rN//3m5qMYFa9GmWhRsC6UmjwnQQKlJP7LpVPpo11rKz/vQodZKPzn2VPuNnT17hos17bx4wwbr9sLCPLHPkCHhYk1LrCwo8K6mxRpLEcqAnv5ZUGA9M2qMtk1qEcQ3KzU5hlvfvmoygliL29Vmf/srNS2KV96WtfFyOOQ4amOsL7XV1iUkpI/Yo7DwIWV58vEV0H7fSvvcTI6n12OGa4MOSk2OBQYOi5XTyluLlO77i1/I+9uUKXJU+LhxzcWalppbUiL/TEBEhLzMmP49xFqTvspxQYogTk2V+2g1LZ5YO8Bqf2RoB3Tlbxr07y/XpDeegQPFLtJv2lXE9QG0B+UnKHwHI4h9TaVPUq78McW0tDTxF+LbtWvn0TZhwgTExMRgzpw52LJlCw4cOIDo6GiMHz8ezz33nDuqmIiIiIiI/FelT1ImTpyIiRMnev2Affr0wapVq7zuT0RERERE9lZlvzhPRERERFQ78XIvX1MlvzhPRERERERUVTiTQkRERER+jjMpvoYzKURERERE5FNsMZPy6bFeqF/fM8owb4/cZ49S27RJru3fL8UKavGeSj6xGO0LeP8jP1rM8G1KTTtnlaMiZXJkpRavfP68FjsrR9kGBMg/KKolN3brJtc+/NC6fd26cLHPG2/skheIF5Xan5VaU6UmCwiQY6Wdzmylp/Xr7XDIyzNmr7K834qVxo3DxVpurrbMHUotXqlpUbadhHZt++8qVtq2laNlpRhYADBGfm433yzvV+3by8tctepXchFPWraGhk4Qe0REtBRrWVlDlcf6Xqlp22RdpVbbaRHd2vOWI4i12HI5nvh9sU9yshwJvG2bHMOtbee5uevlovq848RKWJi8XXbrZv0c+va9XezTa7C8FjFKerpWq190Vi5qmc1KpvzRTPn9O7XAOmqYP51Nvs4WJylERERERN4rQ81ffsVfnNfwci8iIiIiIvIpnEkhIiIiIj9Xhpqf2eBMioYzKURERERE5FM4k0JEREREfo4RxL6GMylERERERORTbDGTMmnSfADBFpVopZcWb6jFvUr9MpQ+Yt4jqud6RCXzEcuVmhwvK0cGH/Nyedr5sRYRK0fBOp1yznBRkRxL2UlKnQVwQ5uLlu0jeuWJff7rtS5i7etNfxNrY8fK65Gb+7JcRKpYcTp7KP0uiZWWLX9v2R5stZv9KEPZBbSYYS0eOjd3nVyEFnPbTanJ22WzZtZxwlqca5GUSg5gqLKKeXlybdkyOYY7PFzup23L27ZFibVTp6R2+fgUEqLtwz8oNS1mWDuOnlFqNSlcqYUoNS2SvZ1Sk/dTQH5Nte1S3vbkiFttv0mVD0EwRnwwaBHKgBY/nitWzp+Xn/jGjZVr/2nClVqCUpN/JqBfPzkG+vnn5SWOqLfasv2IY7jYxxgjL1DzyivW7doGSSSwxUkKEREREZH3eLmXr+HlXkRERERE5FM4k0JEREREfo4zKb6GMylERERERORTeJJCREREREQ+hZd7EREREZGf4+VevsYmJyk7YR3vuN3L5cUptXChPU/pI8cl+hYpZlhzoMrXQo8a1WKN5cjKOXPknNu///1NsTZzZn3L9l69rNsBILJELKFvX7m2aZNcW77cOhIYAF58Ue5nzEKx5nBME2tSHPKePfJjaRHE7dvLNS1SV49mTVRqclQ1sE2snDolRXxq26QcWR4Z6V309bJlcgy3luSpxTlrNSmCWNu/Cwu1qPC5Sk2OV64dvP2jwtt4Yi2COFCsGCNvKAUFUpZ4jPJYcvxtaKjcq6QkXKwVFiq56xip1LTx0n5eQHrtvN0mlWxydZnaviP/vbBx41ql1llZpvSmJEe8m4vW8fsAgA0bxNJ9qb+zbHc6zwFIkpdJZMEmJylERERERN4yqJ7frqvoMUnC76QQEREREZFP4UwKEREREfk5fifF13AmhYiIiIiIfApPUoiIiIiIyKfwci8iIiIi8nO83MvX2OQkpTcAq0jF/UofLR7w8E9bHfqJpHhMAIhWaglKTY6y3b9fjur8xS+k2mKxz5AhT4q1yZPFkhrTO2qUd7V33nlarGnRv9K6HDok9wGGV3p5AFCiRDZrsa1hYVFi7fx5bf+WI6e9I8eonj49QaxpkcABAYPEWj3lqB0RIdd0Uoyy9gaqRZZrMe4/KDUtrl17TbXo3HSl5o3zXtZOKjUt4lobZ22Zcr/Tp6VjrBbxLu+L2j6sba96VLgcJRwQIEcQa3HIwcLT1tZR6lORAiWdOC9PrhUWatu5vD+GhMgr2qaN9bGyVy/5kV5ZINfCw4eJNSlKv6ymQ7PIFmxykkJERERE5C3OpPgafieFiIiIiIh8Ck9SiIiIiIjIp/ByLyIiIiLyc7zcy9dwJoWIiIiIiHyKTWZSRgIIs2gfrfTREjROK7XjlWyvqHZMqdUGcsoKEKjUtPPjc0pNS/+R054AOUrpZz+TU1F69bKupafLCV5r1vxNrG3YMEKszZwpljB0qFzr0kWu9e8v14rkUDMxJUpPj7pTrGgJOTk52jLlfUdLJysokLdLYx5QHk9KpdI+7ZK383QlWEpLIYqM9K6flrKUmirXLh9DrbRU+mjJTHLimffHXm3f16KDLim1mjz+auv4vVLT1l9LE5PHy+mUdkgtSUxWWKhEWanvA9prKqd7OZ1yCllurrxdSglY2vFJO05q/bR9UVum/hrI20JhodwvLa2xUJHfh7V0Mi2ZUHrPuXQJ+OgjuZ9vKIO+n1bXY5KEMylERERERORTbDKTQkRERETkLX4nxddwJoWIiIiIiHwKT1KIiIiIiK6T+Ph4dO7cGf/93/99vVfFp/ByLyIiIiLyc2Wo+cuvLn9xfseOHWjYUAsj8U+cSSEiIiIiIp9ik5mUKFjFYYaFyTGkWjxgYaEW6xgrtGuxuVpNi9w842U/LdZR+5RAiwb1hrdRwlosqBbnrC1TtnXrALEWEWF9Hh8TIy9v9Gg5ZnjTJrnfhg1yTYuk1eIsH31Urr32mlyTojW12F+NFsV7WtuUkS1WtH1YG6/Tp+8Va1K0phaTrB0v9uyR+2VmyrWsrDyxFhoaLtYOHZKX6XTukoteRS9r0bha7KxW06JslexllRS/CvhOBLy8netRzxrtWBkitB9V+mhRqdrrJkcJ6+uoRfFqYyLHZhcWWu/ghYXaNqLtA3IUsv68ted20st+2utjvZ5paU3FHmlpWt68nEEcEGD9nmmMsjifwS/O+xrOpBARERERkU/hSQoREREREfkUm1zuRURERETkLf7ivK/hTAoREREREfkUzqQQERERkZ/jF+d9DWdSiIiIiIjIp9hkJiUHVtF8JSVRYo9QJc2ysFA7d5MiB7VIRC2eUch6rZAW79vCy2Vq8ZNS3KgWiahFKHtLu35zr5e1w2Jl1apfWLbHxsrRjdq2pUXj1lP2Ri0CV4oLrkhqqlyT1lOLOwYWi5UdOx5Q+jXXFirKzpa3hdhYeR/WxkuqFRZq2933YuXUKXk/PXVK+wQtQ6ykp08Qa8uXK4vEi0rtdaF9u9JHOwbJ+4d+zJOft87bmF5pXdQNvRpoOdxy3Ktuh1KTxmub0kc5YNQaUjyxdgzS3ju0flqssRbfre0D2n6lxSFL61L1EcpO8ZcMipXl+QrOpPgazqQQEREREZFP4UkKERERERH5FJtc7kVERERE5C1e7uVrOJNCREREREQ+hTMpREREROTnylDzMxv8MUdNpWdSMjIykJycjClTpqBr166oV68eHA4HZs+eXWHfrVu3YuTIkWjWrBlCQkLQuXNnJCUloUiPDCIiIiIiIj9S6ZmUhQsXYuHChZV+oCVLluChhx5CaWkpWrdujbZt2yI1NRV/+MMfsGrVKmzYsAH169ev9HIvexZAgEdrYeGrYo/CQjmeGDig1KTYTS32V4vpPanUtAhfOfYUCFdq0UotRamJuYI2sFap/WDZmpbWX+kTotTkqNScnBvFWqdO8hK1SF0tDvn48crXtJhk4DdK7ZhS8zaqeoVYSUvro/TLU2pSNOgapc8WpabxPGb9n25ipaRE7pWWJsdpA8+LlZYtYyzbs7M/UJanRdx2Vmr9lJp27NW083KZvnJc0/YBLco2XKltVGr9hfYBSh/tw8Q7lZoU+wvocdRarLRcCwiQY3UjIqzbtc9Jc3O17VzbfpKVWjelpr23a9uJFmt8s9CuRV97e1yT+Mq+RrVJpWdSIiIikJiYiJdeeglr1qzBmDFjKuyTmZmJRx55BKWlpZg3bx6ysrKwa9cupKWlIS4uDjt27MD06dO9egJERERERD9N2XW6kaTSMykzZ84s9+8PP/ywwj7z589HcXEx7rzzTkybNs3d3q5dO/zv//4vEhIS8Pbbb+OFF15Aixbe/hAhERERERHZQbWnexljsGLF5csyHnnkEY96nz590KlTJzidTqxcubK6V4eIiIiI6Cql1+lGkmo/STl27Biys7MBAAkJCZb3cbVv3769uleHiIiIiIh8XLVHEKelpQEAgoKC0KpVK8v7REdHl7svEREREVHN4Y85+ppqP0nJzc0FAISHh8PhcFjep3HjxuXuKykuLkZxcbH73+fOSUlbRERERERUW1X7SYrrN1ACAwPF+wQFBQEACgsL1WXNmTMH//mf/1mJR9fifeOUmpa2IMUva1GKWoSkdhatxWp6O+t0q1LTnoMUHzhI6aNFGlvPql2mbQfextV6S4p11OI4tRjYz8XKqVO/FGvp6cPFWkGB/GgZGXLs46hRcgTuxInW7e3by4/Vpo0c/Tlrlra/LVVqHZTa+17WtEhUKTo3Xulzm1LbrNS0y1vl2FNjtDhnLU57rFjp29e6fdkyLVZai2bV9lNt/LW49myllq7UajvtuGx9CfVl8rEGsM40v/HGMLFHUdEQsaYdFyIjldVQaPHpbdrItRjrNG0A8npqMe7Hj8v7vtZv8WI5Bn3bNrlfWtrjclHd57S/JaRBSVX6aMcnLT7910L7BejHJyJP1f6dlOAf9+JLl+QMb9fsSEiI9vsSwIwZM5Cfn+++ZWVlVd2KEhEREZGf4hfnfU21z6S4LuXKy8uDMcbyki/XZV6u+0qCgoLcsy5ERERERGRP1T6TEhsbC+DybMmJEycs73P06NFy9yUiIiIiqjmcSfE11X6SEhUVhcgfL0rdvNn6+mxXe+/evat7dYiIiIiIyMdV+0mKw+HA6NGjAQDvvvuuR33Lli04dOgQAgICMGLEiOpeHSIiIiIi8nHVfpICANOmTUNgYCC+/PJLzJ8/H8YYAMD333+Phx9+GAAwefJk94wLEREREVHNKbtON5JU+ovzmzdvxsiRI93/Lvgx/3TOnDlYsGCBu3337t1o27YtAKBDhw5ITk7GpEmTMH36dCxcuBDNmzdHamoqnE4nevbsifnz5/+EpxEJwCriWI5gDAnpL9b69pUvOysp+Ztl++nTYhfs3/+DXMSXSk2ObdbPL7XowKZK7S6l9oXQrkXEHldq1t9PukyOzfWeHK0JNFJqUpiDkoGJrkqtm1KTszO1OM7wcLn24INyVKT2mUCdQwcs22NipIhePVYT0H7TaL1Sk+M4Y2PlaNBu3eQlahGlOTnW7evWyX2ysj6Ri+q+qM0c3ylWWraMEmvZ2fcqy8yTK3mtLdsdDjlW2hgtllmLINaOQaOV2gqlpoWuaMdK6RiVp/Spado161q0t7yh33yz9fHwNiVNu6RErtVT/pKIiPCun3bM0yKPO1mnKwMAbuki/EG4Z4/Yp0fmJnmBf/6zWLpTW5HvrP+OAIBjx+RjdmqqHGu8Vkn33bDBun3/fi3Wu7lSS1Rq0kbE37Wjyqv0SYrT6cSZM55vQBcvXsTFixfd/y4tLX9gnTBhAmJiYjBnzhxs2bIFBw4cQHR0NMaPH4/nnnvOHVVMRERERFSzylDzX2TnTIqm0icp/fv3d1+uVVl9+vTBqlWrvOpLRERERET+oUa+k0JERERERHStqv3HHImIiIiIfNv1+N0S/k6KhjMpRERERETkUziTQkRERER+jjMpvsYmJymJAKyiMuXEsMJCORa4Xj05ek+KU9RiYPPy5OVlZSXIHdXIPi0eUIs91ZbZUqmdF9p3KH2+V2pFSq06tFVqWpywFAcpH1jCwrRxlGtarKYWm6tFfGqOKwnRS/dYRw2PGiX3GTtWru3cGS7WVqx4XqwFBMgRq4MHy4+nRalqQYKHDlm3a1GpwPtKbbhYCQiYLNa011vbTtq0kbevHTvkDUV63sZslB9MjU/XIoGVDUWNJ75bqWm0ZUrHqBCljxbbqo2Jt+oqNe1YI7/e0vacmSkvLT1drmVkyAlFsbHeXbCh7XNafLq279x2m/W6REb2EPsMe7SLWLvw9NNircF334k1h8Mh1rRgoqjEW8Ra/237xNrOndbtf/6z/LyXLUsSa4CcDx0SYv2eaUwAimr6bZ9qPZucpBAREREReYszKb6G30khIiIiIiKfwpMUIiIiIiLyKbzci4iIiIj8HC/38jWcSSEiIiIiIp9ii5mU/PwhaNiwYaX6OBzrxdrYsYPE2oIF1u379z+uPFpXpaZEkaCVUtPSc6REKgDYrNRuVmqS/UpNiV9SPz2QXxvvCfFFAPTxktJzNog9zp/XXlM53mS/MpSRkXJCkZZ0I6W6AEBOjlyTEsO0xJ0bcv4p1j79UI7b+nKDnOClpQ1p66Il/ITKwTTi89bG6q23hspFhdN5QawdPCin8B08qCVPaUlQ34iVrCzrNDd9eXuVmkY7Vmu1S0pNeVHVBKwMob2/2MPhkPdFY7T1P6nUtMQw7XmfUWpOsbJ7t1RRIv/wF6Um90tLU7p56eBBuZaS0l+sJSdLyXIvKY/2Z7Fi8vPF2g9ygKia4JWvJH8pi0TszN+ItdsnWycJpg+V9ntg2TJ52woJkfepwsJjQkVKCPUlZT/eavoxScKZFCIiIiIi8ik8SSEiIiIiIp9ii8u9iIiIiIi8V4aa/yI7L/fScCaFiIiIiIh8CmdSiIiIiMjPMYLY13AmhYiIiIiIfIotZlIaNWpU6T5aBKBTiQB8+PBhy/bHF7wp9lm3Tl6P06flWm6uFtmnReq2UGrblVo7pXan0J6r9Gmu1Hp42e8DpabRrvvUolSlqOcNSh8tclqOndUiPr/6So6KBH4pVkJCOoi1wsLPxdqsWdav98SJclxzVEGBWMPatWLpTi1DObGNXNP6lZTINUVZvUDLdu2ppabK8eN5eXI/bfWPH28g1g4e3CJ3VCODX1dq8UK7HB0N9FFq2jp6+8mh9Wtzmbyd68fDLMvWxo3lmOEuXeSlbdx4r/JYG5Waduz9Xqlp0cVCnjYA4ITQrr0/aK/3aKWmRSjLUdvAUaWmRS9rYylte+OVPvJ73O2JchSvtp3Mni3XmqxcKdYa9e0r1hxNw8XamZnWn0crh2UAO8RK+/bykzt48G9CpVB7MB/BmRRfw5kUIiIiIiLyKTxJISIiIiIin2KLy72IiIiIiLzHX5z3NZxJISIiIiIin8KZFCIiIiLyc/zivK/hTAoREREREfkUv51JcSgxw1o88e9+Z93+4ovyY735/DGx9nV6lFh78cUwsbZxoxZlK8eX6pxKTYrVTVf6bFNqUqQxANyt1NYoNS3OUrvuM0apSRG4g5Q+IUpNixLW4l61GE8p8hEoLBwr1uLjh8trIqyKFpkdJXUCgHrKoUapnS2qL9b2bNAWKcfVatGgoaHW7Z06yX0WLNDWo/KPVVG/vDw5CjYzU+63YYO8nfzpT1KkqxYDqx2D5FhsfR/Qlil/4uhwyLHfEUoS76lTsZbtMcohQXvd4uODxdqOHdpxWTt2KTHc6rHmpFKTooa9jRnW4o61WGytpq2/Nl5SbDzgcFhHVYeGyhHW7dvLj6RtC1oK+vLlcu2BB0aItfrHvxNrn3zSRKzl5Fi3a8e1KVMmiTUtkv3gQSmm3rtYePJvfnuSQkRERER0GS/38jW83IuIiIiIiHwKZ1KIiIiIyM9xJsXXcCaFiIiIiIh8CmdSiIiIiMjPlaHmZzb4Y44azqQQEREREZFPscVMSn5+Pho2bFipPloEsUaKL127Vu4zoa8cvde/v9xv48bPlTX5i1LrodQ0J7xYpharKccTBwSEizUtFnH//jzl8bT4zC1KLVep7Vdqkh1e9AGA5kpNjtUEHlZqY8RKerocSStF4L7xRpHyWClK7X2x0qyZvB7atrBxoxzV6XDIy5w5U15msJAgu26d3CcxUa5p8aXh4XJNi8DVIpRv6SJ/Kte3r/yZVP/+TS3bU1Ot2wFgw4Z4sZaXJ5YqiC/VPlWUP+HUxqRI2WRPnbJ+DtprI20jANBGSQvesUM7zmif3np7PD+u1KQnoexwauyv9lj/Vmr9lJo2Jtr7vRyHLB1PtOOMVtPirTXaPqD9LdGp0w1i7bPP5H7dulm3z50r99GOXdr+TVSVbHGSQkRERETkvTLU/OVXvNxLw8u9iIiIiIjIp3AmhYiIiIj8HCOIfQ1nUoiIiIiIyKfwJIWIiIiIiHwKL/ciIiIiIj/Hy718jS1OUjIygLAwz/boHDl21hgjL/Cpp8RS+ND/smzv1Ute3NGCaLEWve5LsRYQMFysOZ1a9qG8TOCXSk3O1mzZsqtQkdqBvLx7xZoW21oiJzZj//7echE3KzUtgviMFzVtEvKoUvuXUstTahotjlqu5eYeFGslJTdatk+aJG8j3brJccfh4XItNFQsiVHIAJCYKMcMaxGf2jIzM63bU1I2iH1StORlNTr6gFLrLFY6dJD3udtuk7dL7XlLr4EWt3v6tFzToni11yYzU17/khK5pi0zIyNPLgrx4+npHcQeWjy0Hkn7vVJrp9RilZryIqjx8FJ8tLa8S14+1nKlph1HE5RaS7HSoYO80UrR0nv2yI+0YsVeZT1eUGqaO8XKkCFPirW+feUl/vWvF8Raaqr16+N0yslSo0bJr81xJXH6gw+kSPxzAJ6ROxJZsMVJChERERGR9ziT4mv4nRQiIiIiIvIpnEkhIiIiIj/HmRRfw5kUIiIiIiLyKTxJISIiIiIin8LLvYiIiIjIz5Wh5i+/khPWyCYnKWfOAMXFnu3bMvuIfe7LXCrWphZZxwwDwNtDhQ0qL0/s8+yLTcTa/xsn5+06nVo07kdKLV2s3HyzHJm4f78ctTh4sHW7FjWqDIkaO7tpk1zTY4a1/M+xSi1KqcVZtjoccgSmNiZaLTJSrmlRsJrPPpNrhYVyHPWOHdbRxXl58vPWYmC12FbteWuRrt5GF2tjKfUbP76/2EeLzNbWIydHjhLWxlKrpabKtf37tePJAsvW8eOTxB7ac9O2cy26WON0nhdrGRlKJiqeq/RjZWT8RqwFB/cXa9p2DtRVanLHG2+UL3g4eLChskwt8liKq9WihLUXTjtAyXG7QKBS08Zrl1jJyFij1Kwf7+675ffF5cvl/bRH5P+INaTL78PqztP+hFj6+lArsXb33fJrJ+1zLVvK29ahQ2JJjWyWtzt5/yWS2OIkhYiIiIjIe2Wo+ZkNzqRo+J0UIiIiIiL6yZYvX47Ro0cjKioK9evXx0033YQ//vGPcDqdlV4WZ1KIiIiIiOgne+2119C2bVvMnTsXLVu2xJYtWzBz5kzs27cP77//fqWWxZMUIiIiIvJzpaj5C4zs9zspq1atQrNmzdz/HjBgAIwxeOGFFzBv3jy0aNHimpd1XS73Wr16NQYPHowmTZqgQYMG6NGjB9544w2UlfHaPCIiIiKi2ujKExSXnj17AgBOnJCDIazU+EzK3LlzMWPGDABAdHQ0QkNDsXfvXjz11FNYt24dVqxYgTp1KnfutGmTdWKPljCDcePEUuhOudt36dbrdoOSQnRcC57p1UssHT7cVKwVFLyuLFSmpT0BcopJZmblH2vtWrl26pR2Qqoll32g1JortVylNkiphVi2GiNfW5mVpb1ulU9gqYiWcqXtA2lpn4i1xo0DLNu1xDbt9dYSqYwpkouqBWIlLOx5sTZWCXqTkr+0MJ7wcO9qXbrINS3xTHtNtW0hL0/eLv/nf6xTvPr2lZenba/a+mtpaIWF2nFBTm0CVig1ZaAh7cdyetTx4/3Fmjb+3iYTamN58KD2KayW7mWdWghoaWHaa6Nda66lJzYWK2Fhcr/Bg+Va//5yqqf0duvtPnUpVE7bQoRc095Pd26Qa9oxVlumtM9pxzUt3SsrS94/5PdaKVHOl9SOmZSMjAysW7cO//rXv/Cvf/0L3377LUpLS5GUlISZM2dW2H/16tV4/fXXsWvXLhQXFyMuLg6TJk3CE088Uem/v6/Vxo0bERgYiI4dO1aqX42+Glu3bsXvfvc71KlTB0uXLsWRI0ewd+9e7Nq1Cy1atMDf/vY3vP66d398ExERERHZ2cKFCzF16lS888472LdvH0pLr/1EZ+7cuRg+fDjWr1+Pxo0bIyYmxj1RMHr06Gq5oungwYPudW7YUPsgxFONnqTMnj0bxhhMnjwZ48ePd7d37drVfXIyd+5crxIAiIiIiIi8U3qdbpUTERGBxMREvPTSS1izZg3GjBlzTf28mSg4f/48Dh06VOEtPz/f8jHPnDmD0aNHo2PHjpg7d26ln2uNXe517tw5rFu3DgDwyCOPeNTvuecePPbYYzhz5gxSUlJw553aD0AREREREfmXqy/p+vDDD6+pn2uiYMqUKZYTBffffz/mzp2Lp59+GgEBly/5/vzzz8vdV7Jo0SJMnDixXFtBQQGGDRuGoqIifP3112jQQPuxWGs1NpOye/duXLp0CcHBwejRo4dHPSAgAPHx8QCA7du319RqERERERHZ1rVMFDRs2NA9UeAybtw4GGMqvF19glJcXIzRo0fj6NGj+OKLL9CqlfL9LUWNnaSkpaUBAKKiolBP+LZWdHR0ufsSEREREVW/sut0q341OVFQWlqK8ePHY9u2bVi9ejXi4qSgjorV2OVeubmXEx8aN5bTPFw1132vVlxcjOLiYve/XdfAFRWds7z/xYvy+pw7J28YxcXyuZuUUnQu0HodAKCkRB7mc+fPK48lRA0p61GRK4bPg/bdKykd5NIluY/+/SutqLxwaoqMsjJqv0KlJiWSyK8bYJ2MBQDGyINcie++XXM/fZnymBhj/Ry019QY72qAt+lecj9j5P1R22alYBOtj1bT9jctWadQ2SQvKCE5Dodc046H0tcAtfXQUrqKlJdUG6/qOS4oL4LYz7ttS3u99XQj+XhSUiIfT/RlagMtPT/tWKi9NsqGpxwPgUCxoo2z9rVVbduT9h3lbVg95nn7HWPt/VvbT7V9x5v3AW399fcO7Q8QaZu8/MSM/mZwnSkHtWp+zHPnym/vQUFBCAoKqrJHudaJgvXr1//kiYInnngCK1asQFJSEkpLS7Ft2zZ3rWPHjpYRxSJTQ1566SUDwPTr10+8zwsvvGAAmEGDBlnWZ82aZQDwxhtvvPHGG2+88VbLbkeOHKmuPzO9VlhYaCIjI6/bmISGhnq0zZo165rX/6GHHjIATFJSknifefPmGQCmd+/e4n2mT59uAJjExMTKDJ+Hdu3aic910aJFlVpWjc2kBP/4AwSXlI8CXLMkISHWv00xY8YM/OY3v3H/Oy8vD+3atcOxY8fQqFGjKlzb2uvcuXNo27YtsrKyKh31ZlccE08cE08ck/I4Hp44Jp44Jp44Jp7y8/MRFRWFJk2aXO9V8RAcHIyMjAz179PqZIyB46pp8KqcRQGAoh+nGAMD5dlL12MWalPo1yDTmx/WE9TYSUpFl3JdWZMuCZOmvxo1asQDwVUaNmzIMbkKx8QTx8QTx6Q8jocnjoknjoknjomn6vqxwJ8qODjY/WG6HVXFRMH1UGNbS2xsLADg2LFjKBEuZj569Gi5+xIRERERkfeqYqLgeqixk5Tu3bsjICAARUVF2LVrl0fd6XRix44dAIDevXvX1GoREREREdlWbZ0oqLGTlIYNG2Lw4MEAgHfffdejvmzZMpw7dw5NmzZF//79r2mZQUFBmDVrVpVfu1ebcUw8cUw8cUw8cUzK43h44ph44ph44ph44phcX7V1osBhTM3lwW3evBn9+vWDw+HA4sWL3b9iuXfvXtx11104efIkXn31VUyfPr2mVomIiIiIqFaaOHEi3n//fSQlJXn8Gv2Vhg0bhjVr1mDq1Kn4y1/+Uq62dOlS3H///WjatClOnDihfsG+JtXoN5gSEhKQlJSEsrIy3HfffejYsSO6du2KHj164OTJkxg+fDh++9vf1uQqERERERHZ2u9//3s4HA688847+OCDD9zte/fudSfnTp8+3WdOUIAanklx+fvf/44//elP+Oabb+B0OhEbG4tJkybhySefRN26dWt6dYiIiIiIfN7mzZsxcuRI978LCgpQXFyM+vXrl0vm2r17N9q2bVuu78svv+yebYmOjkZoaChSU1NRVlaG4cOHY+XKlT71d/h1OUkhIiIiIqLK2bBhAwYMGFDh/TIyMtC+fXuP9to0UcCTFCIiIiIi8im++as6FVi9ejUGDx6MJk2aoEGDBujRowfeeOMNlJWVXe9VqxYZGRlITk7GlClT0LVrV9SrVw8OhwOzZ8+usO/WrVsxcuRINGvWDCEhIejcuTOSkpLcvz5aGxljsGnTJkybNg233XYbwsPDERgYiFatWmHMmDFISUlR+9txTADgs88+wy9/+Uv07NkTLVu2RGBgIMLDw9GnTx8sXLhQ/REnu47J1WbOnAmHw1Hh/mPn8Zg4caJ7DKSb9DztPC4AUFpaiuTkZNxxxx2IiIhAcHAw2rVrh1GjRmHlypWWfew4JpmZmRVuI67bP/7xD4/+dhwTAPjhhx/w7LPP4qabbkL9+vURHByMjh07YurUqUhPTxf72XU8ACAnJwfPPPMMYmNjERwcjIiICAwdOhRffPGF2s/OY0JVyNQyc+bMMQAMABMdHW1uueUWU6dOHQPAjBgxwpSWll7vVaxyTz/9tPs5X3lLSkpS+y1evNjUrVvXADCtW7c23bt3NwEBAQaAiY+PNxcuXKihZ1C11q1b5x6DOnXqmBtuuMF0797dhIaGuttnzpxp2deuY2KMMQkJCQaACQoKMh06dDC9evUyrVu3do9Jz549TW5urkc/O4/JlQ4cOGACAwMr3H/sPh4PPfSQAWBiY2NNQkKC5a24uNijn93H5ezZs+a2224zAIzD4TBxcXGmZ8+epmXLlgaAGTNmjEcfu45Jdna2uG0kJCSY6OhoA8AEBwebvLy8cn3tOiaHDh0yzZs3NwBMQECAiYuLM126dDHBwcEGgKlfv77ZsGGDRz+7jocxxuzbt8+0aNHC/b7Ts2dPExMT4z7Gzpkzx7KfnceEqlatOknZsmWLcTgcpk6dOmbp0qXu9j179rh3lPnz51/HNaweSUlJJjEx0bz00ktmzZo1ZsyYMRWepGRkZJigoCADwMybN8+UlZUZY4zJzMw0cXFxBoB54oknauopVKmvvvrKxMTEmDfffNOcPXvW3V5cXGxmzJjhPkCuWrWqXD87j4kxxixatMikpKSYS5culWvfunWradOmjQFgHn/88XI1u4+JS1lZmenXr59p0KCBGThwoLj/+MN4uE5SFi1adM197D4upaWlpm/fvgaA+fnPf26ysrLK1bOyssw//vGPcm12HxPN/fffbwCYe++9t1y7ncdk0KBBBoBJSEgot32cPn3ajBgxwgAwHTp0cD9nY+w9Hk6n09xwww0GgOnfv7/54Ycf3LX169ebsLAw43A4uN/QT1KrTlKGDRtmAJipU6d61JYsWWIAmKZNm3r8kWY3rj8ytJOUxx9/3AAwd955p0dt8+bN7k+DcnJyqnNVq0V+fr5xOp1i/e6773bPrF3JzmNSkY8//tgAMK1atSrX7i9jkpycbACYV199Vd1//GE8vDlJsfu4vPXWWwaAGTBgwDXPxtt9TCTnz583DRo0sPwgyK5jcuHCBfcVG/v27fOonz171jgcDgPAHDhwwN1u1/EwxpjPPvvMPYOSmZnpUZ87d64BYAYOHFiu3c5jQlWv1nwn5dy5c1i3bh0A4JFHHvGo33PPPWjYsCHOnDlT4XcS7M4YgxUrVgCwHqs+ffqgU6dOcDqd4nXWvqxhw4aoV6+eWB8yZAgA4LvvvnO32X1MKtKpUycAwMWLF91t/jImp06dwnPPPYfOnTvjmWeeEe/nL+NRWf4wLgsXLgQAJCUloU6dit8W/WFMJJ9++ikuXLiAZs2aYejQoe52O4/JpUuX3N95jY6O9qg3btwYTZo0AQCUlJQAsPd4AJdjcAEgPj4e7dq186iPGTMGwOUkqh9++AGA/ceEql6tOUnZvXs3Ll26hODgYPTo0cOjHhAQgPj4eADA9u3ba3r1fMqxY8eQnZ0N4PIPaFpxtdtxrFxfvLsyL9zfx2Tr1q0AUG7f8ZcxeeaZZ3D27Fm8+eabCAgIEO/nL+Phsnz5cowaNQoDBw7EuHHj8MYbbyA/P9/jfnYfl7S0NBw6dAhNmjRBnz59sHLlSjzwwAMYNGgQxo0bh3feeQfFxcXl+th9TDSLFy8GAIwbN67ch0V2HpPw8HD3701s2bLFo3748GGcOXMG4eHhiI2NBWDv8QCA3NxcAEDr1q0t6672srIy7NixA4D9x4SqXq05SUlLSwMAREVFiZ+iuz7hcN3XX7mef1BQEFq1amV5H7uOlTEGy5YtA1D+IOiPY1JaWorjx4/jzTffxLPPPosGDRpgzpw57ro/jMn69euxZMkSPPDAA7jjjjvU+/rDeFzp888/x8qVK5GSkoKPPvoITz31FDp06IC1a9eWu5/dx+Wbb74BcHm28cEHH8SoUaOwZMkSfP311/joo48wZcoUdOvWDd9//727j93HRJKdnY3169cDAB588MFyNbuPiSsN8OGHH8Ynn3yCM2fOID8/H1988QVGjRoFh8OBefPmITg4GID9x6NRo0YAgH//+9+W9SvbDx8+DMD+Y0JVr9acpLjO2hs3bizex1Vz3ddfuZ5/eHg4HA6H5X3sOlbJycnYvXs3AgMD8etf/9rd7k9jsmDBAjgcDtSrVw9t27bFE088gUGDBmHbtm249dZb3fez+5gUFRXh0UcfRaNGjfDaa69VeH+7j4dLx44d8corr2Dv3r04d+4czp8/jy+//BK9e/dGbm4uRo0ahZ07d7rvb/dxcX2yu2PHDixZsgSTJ09GZmYmioqKsG7dOkRHR+PQoUMYM2aM+5Ifu4+JZMmSJSgrK0NcXJz7ygUXu4/JhAkT8MknnyAiIgJjx45FREQEwsPDMXToUAQGBmL16tWYMmWK+/52Hw/X679z505kZWV51D/99FP3/7uen93HhKperTlJcV3CExgYKN4nKCgIAFBYWFgj6+Sr/HWsdu3ahaeffhrA5U+9Onbs6K7505i0bt0aCQkJuPXWW9GiRQsAQEpKCj744AOUlpa672f3MZk9ezbS09Px8ssvu8dBY/fxcHnhhRcwY8YM3HLLLQgLC0NoaCiGDBmCf/7zn7j11ltRXFyM5557zn1/u4/LhQsXAABOpxP9+vVDcnIy2rVrh6CgIAwaNAiffvopHA4HvvnmG3z++ecA7D8mEtelXlfPogD2HxNjDI4ePYozZ86gbt26iImJQefOnREYGIjU1FS8/fbbOHv2rPv+dh+PkSNHolWrVigqKsJ9993nPtkHLs/Svvzyy+5/u56f3ceEql6tOUlxTaFqP0jnum74yu8i+CN/HKuMjAwkJia6D5jPPvtsubo/jck999yDTZs2Yfv27cjJycG2bdvQvn17vPLKK3jyySfd97PzmBw8eBDz589Hjx498Nhjj11THzuPx7UIDAxEUlISgMtfdnV9kmn3cXE9PwDuDzmu1LVrVwwYMAAA3JfC2X1MrOzfvx979+6Fw+HAAw884FG3+5g8+uijmDZtGtq2bYv09HSkpaXh22+/RVZWFoYNG4YVK1ZgwIAB7g+C7D4ewcHB+OijjxAWFoZNmzYhKioKXbp0QevWrZGYmIjw8HDcfvvtAIDQ0FB3H8C+Y0JVr9acpFzLFOC1XBLmD1zPPy8vD8YYy/vYaaxycnIwZMgQZGdnY/jw4Xjvvfc8ppL9bUyu1Lt3b6xevRpBQUF4++233dfW23lMHn/8cZSUlOCtt966prQmwN7jca1+9rOfAbj8ZdejR48CsP+4XLnOrhS8q914440ALv8S+5V97DomVv76178CAG6//XbLNCc7j8nevXuRnJyMgIAAfPjhh2jfvr271rx5cyxZsgQRERHYt28fPv74YwD2Hg+Xvn37YteuXXj44YcRGRnpTtR89NFHsXPnTvcJW2RkJAD/GBOqWrXmJOXKxAxXxN/VXG+qrvv6K9fzLy4uxokTJyzvY5exOnv2LIYMGYIjR47gjjvuwLJlyywTnPxpTKy0atUK3bp1Q1lZGfbu3QvA3mOye/duOBwOjBgxApGRkeVuH330EQDg1VdfRWRkpPvaajuPx7W6ct9xHWftPi5xcXHu/3ddanI1V7vrjy67j8nVysrK8MEHHwCwvtQLsPeYbN68GcYY3HDDDe6Urys1bNjQ/X0/1/e57DweV4qJicG7776LrKwsXLp0Cf/+97/x1ltvoXHjxu73mp49ewLwnzGhqlNrTlK6d++OgIAAFBUVYdeuXR51p9Ppjrnr3bt3Ta+eT4mKinJ/cuHKMr+aq702j1VBQQGGDRuG1NRUxMfHY9WqVeIUsb+Micb1R6frv3Yfk9LSUpw8edLj5rouuqCgACdPnsSpU6cA2H88rsW3337r/v82bdoAsP+4dO/e3X0ZiusPpKu52l2xqnYfk6ulpKTg+PHjCA4OxtixYy3vY+cxOX/+fIX3cc0MuI4vdh6Pa/HFF1+goKAArVq1ckff+/uYkBdq8pcjfyrXL4lX9IvzxcXF12Htas61/OL8Y489dk2/6pqdnV2dq1ptioqKzMCBAw0Ac9NNN5kzZ85U2MfuY6LJyMgw9erVMwBMenq6u90fx0Tbf/xxPK40fvx4A8B06tSpXLvdx+XnP/+5AWDuu+8+j1p2drYJCQkxAMzixYvd7XYfkyu59pl7771XvZ9dx+STTz5xr/uxY8c86vn5+SYiIsIAMAsWLHC323U8KlJcXGx69OhheZz11zEh79Sqk5RNmzYZh8Nh6tSpY5YuXepu37Nnj2nRooUBYF599dXruIY141pOUo4ePWoCAwMNADNv3jxTVlZmjDEmMzPTxMXFGQDmscceq6lVrlIlJSVm1KhRBoDp2LGjOXHixDX1s/OY7Ny50/zhD38wR44c8aitWbPGdOrUyQAww4YNK1ez85hItP3H7uPx5Zdfmueff94cPXq0XHteXp751a9+ZQAYAOWOr8bYf1z27Nlj6tata+rUqWPee+89d3tubq656667DAATHR1d7gMwu4+Jy8WLF01YWJgBYFatWqXe165jcv78efdJSJ8+fUxGRoa7dvLkSZOYmGgAmODgYHP8+HF3za7j4fL555+bbdu2lWs7duyY+wPlzp07m6KionJ1u48JVa1adZJijDGzZ892v5FGR0ebW265xdSpU8cAMMOHDzclJSXXexWr3KZNm0zTpk3dt6CgIAPA1K9fv1z71Z/wvP/+++6xad26tenevbsJCAgwAEzPnj1NQUHBdXpGP83SpUvd20BsbKxJSEiwvI0dO9ajr13HJCUlxT0mkZGRplevXuaWW24x4eHh7vb4+Hhz6tQpj752HRNJRSf5dh6PFStWuLeH1q1bm/j4eNOtWzf3Hw0Oh8PMmjXLsq+dx8UYY9566y3jcDgMABMVFWV69epl6tevbwCYiIgIs3v3bo8+dh8TY/7veNusWTPjdDorvL9dx2T16tUmODjYADB169Y1sbGxpnPnzu59p169euVOcF3sOh7GGPP0008bAKZx48ame/fu5sYbb3TvQ507dy53wnYlO48JVa1ad5JijDGrVq0yAwcONI0aNTL169c3Xbt2NQsWLLDlCYox5f8A1W5XfrrjsnnzZpOYmGiaNGligoKCTFxcnHnxxRdNYWFhzT+RKrJo0aJrGo927dpZ9rfjmJw9e9YsXLjQjBgxwnTs2NGEhoaawMBA07JlS3P33XebRYsWqX9g2HFMJNcyE2nX8Th27Jj5/e9/bwYOHGiioqJMSEiICQ4ONh06dDATJkzw+FT0anYdF5d//vOf5j/+4z9MRESECQwMNO3btzdPPPGE+MeWMfYfE9en4r/61a+uuY9dx+Tw4cNm6tSpJiYmxgQFBZnAwEDTrl078+CDD5pvvvlG7GfX8UhJSTH33nuvad++vQkODjaNGjUyt956q/njH//oMYNyNbuOCVUthzFCDhwREREREdF1UGvSvYiIiIiIyD/wJIWIiIiIiHwKT1KIiIiIiMin8CSFiIiIiIh8Ck9SiIiIiIjIp/AkhYiIiIiIfApPUoiIiIiIyKfwJIWIiIiIiHwKT1KIiIiIiMin8CSFiIiIiIh8Ck9SiIiIiIjIp/AkhYiIiIiIfApPUoiIiIiIyKfwJIWIiIiIiHzK/wfRlLJm9o9AYQAAAABJRU5ErkJggg==", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# difference between actual and geostrophic velocity vectors (in complex plane)\n", + "\n", + "u_diff = u - u_g\n", + "v_diff = v - v_g\n", + "vel_diff_complex = u_diff + (1j*v_diff) # in Python, imaginary number i is indicated by 1j\n", + "vel_complex = u + (1j*v)\n", + "\n", + "# normalize magnitude of difference vector by magnitude of actual velocity\n", + "vel_diff_abs = np.abs(vel_diff_complex)\n", + "vel_abs = np.abs(vel_complex)\n", + "vel_diff_norm = vel_diff_abs/vel_abs\n", + "\n", + "# plot normalized difference without and with mask\n", + "fig,ax = plt.subplots(figsize=(10,8))\n", + "array_plot = (vel_diff_norm.isel(tile=tile_plot,k=k_plot)).squeeze()\n", + "# let's use a logarithmic color scale for this plot!\n", + "import matplotlib.colors as colors\n", + "# set axis limits to 0.01 and 1 (values outside this range will be saturated)\n", + "curr_plot = ax.pcolormesh(array_plot,norm=colors.LogNorm(vmin=0.01,vmax=1),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=ax,color_rgb=np.zeros(3,))\n", + "fig.colorbar(curr_plot,ax=ax)\n", + "ax.set_title('|Delta u|_norm, actual vs. geostrophic velocity')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What the above map shows is areas where geostrophic velocity is very close to actual velocity (blue), and areas where the difference between the two is substantial (red). Note that where the actual velocity magnitude is very small, the map may show red even though the velocity difference isn't large. To avoid this, we can remap with the small-velocity points masked out." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# small velocity mask\n", + "mask_threshold = 0.005 # mask out velocities <0.5 cm s-1\n", + "# Note: the .values attribute contains the content of the data variable as a NumPy array.\n", + "# This allows additional operations not permitted in xarray,\n", + "# such as boolean indexing used here to mask with NaNs.\n", + "mask_smallvel = (vel_abs.isel(tile=tile_plot,k=k_plot).squeeze() < mask_threshold)\n", + "\n", + "# plot normalized difference without and with mask\n", + "fig,axs = plt.subplots(1,2,figsize=(15,6))\n", + "curr_ax = axs[0]\n", + "curr_ax.tick_params(labelsize=14)\n", + "array_plot = (vel_diff_norm.isel(tile=tile_plot,k=k_plot)).squeeze()\n", + "curr_plot = curr_ax.pcolormesh(array_plot,norm=colors.LogNorm(vmin=0.01,vmax=1),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "curr_ax.set_title('|Delta u|_norm, actual vs. geostrophic velocity',fontsize=14)\n", + "fig.colorbar(curr_plot,ax=curr_ax)\n", + "curr_ax = axs[1]\n", + "curr_ax.tick_params(labelsize=14)\n", + "array_plot = (vel_diff_norm.isel(tile=tile_plot,k=k_plot)).squeeze()\n", + "curr_plot = curr_ax.pcolormesh(array_plot,norm=colors.LogNorm(vmin=0.01,vmax=1),cmap='seismic')\n", + "plot_mask(curr_land_mask,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "# plot small velocity mask in gray color\n", + "plot_mask(mask_smallvel,ax=curr_ax,color_rgb=np.array([0.5,0.5,0.5]))\n", + "curr_ax.set_title('|Delta u|_norm, actual vs. geostrophic velocity, with mask',fontsize=14)\n", + "fig.colorbar(curr_plot,ax=curr_ax)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Global maps of normalized difference\n", + "\n", + "Having mastered mapping on a single tile of the model grid, we can now plot maps that show the model's entire horizontal global domain. We'll use functions that are part of the ```ecco_v4_py``` package to do this in two ways here: (1) plotting 13 tiles side-by-side, and (2) plotting the model fields regridded to a global lat-lon projection.\n", + "\n", + "First the 13 tiles map. The Plotting Tiles tutorial shows a number of configurations that tiles can be plotted; here we use the **latlon** layout with the Arctic tile adjacent to tile=10." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0.98, '|Delta u|_norm, actual vs. geostrophic velocity')" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# k index (depth level) to plot\n", + "k_plot = 20\n", + "\n", + "# 13 tiles map\n", + "curr_obj = ecco.plot_tiles(vel_diff_norm.isel(k=k_plot).squeeze(),\\\n", + " cmap='seismic',show_colorbar=False,fig_size=10,\\\n", + " layout='latlon',rotate_to_latlon=True,\\\n", + " show_tile_labels=False,\\\n", + " Arctic_cap_tile_location=10)\n", + "curr_fig = curr_obj[0]\n", + "# loop through tiles to adjust color scaling and add mask\n", + "tile_order = np.array([-1,-1,-1,6, \\\n", + " 2,5,7,10, \\\n", + " 1,4,8,11, \\\n", + " 0,3,9,12])\n", + "for idx,curr_ax in enumerate(curr_fig.get_axes()):\n", + " # set color scaling to lognormal range we used previously\n", + " if len(curr_ax.get_images()) > 0:\n", + " (curr_ax.get_images()[0]).norm = colors.LogNorm(vmin=0.01,vmax=1)\n", + " # plot land mask\n", + " array_plot = land_mask.isel(tile=tile_order[idx],k=k_plot).squeeze()\n", + " if tile_order[idx] == 6:\n", + " array_plot = np.rot90(array_plot,2)\n", + " elif tile_order[idx] > 6:\n", + " array_plot = np.rot90(array_plot)\n", + " plot_mask(array_plot,ax=curr_ax,color_rgb=np.zeros(3,))\n", + "# add colorbar\n", + "cbar_ax = curr_fig.add_axes([0.95,0.2,0.025,0.6])\n", + "cbar = curr_fig.colorbar(plt.cm.ScalarMappable(\\\n", + " norm=colors.LogNorm(vmin=0.01,vmax=1),\\\n", + " cmap='seismic'),cax=cbar_ax)\n", + "# add title\n", + "curr_fig.suptitle('|Delta u|_norm, actual vs. geostrophic velocity')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And on a global map projection (here the Robinson projection is used):" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, '|Delta u|_norm, actual vs. geostrophic velocity')" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# k index (depth level) to plot\n", + "k_plot = 20\n", + "\n", + "# global map projection\n", + "import cartopy.crs as ccrs\n", + "# Here we'll use the cartopy land feature built into the\n", + "# plot_proj_to_latlon_grid function, instead of our land mask.\n", + "# Query help(ecco.plot_proj_to_latlon_grid) for a full list of input arguments.\n", + "curr_obj = ecco.plot_proj_to_latlon_grid(ds_grid.XC,ds_grid.YC,\\\n", + " vel_diff_norm.isel(k=k_plot).squeeze(),\\\n", + " cmap='seismic',show_colorbar=False,\\\n", + " show_land=True,projection_type='robin',\\\n", + " user_lon_0=200,plot_type='pcolormesh')\n", + "curr_fig = curr_obj[0]\n", + "curr_ax = curr_obj[1]\n", + "curr_fig.set_figwidth(15)\n", + "curr_fig.set_figheight(10)\n", + "import matplotlib as mpl\n", + "# set color scaling to lognormal range\n", + "for handle in curr_ax.get_children():\n", + " if isinstance(handle,mpl.collections.QuadMesh):\n", + " handle.norm = colors.LogNorm(vmin=0.01,vmax=1)\n", + "# add colorbar with correct scaling\n", + "cbar_ax = curr_fig.add_axes([0.95,0.2,0.025,0.6])\n", + "cbar = curr_fig.colorbar(plt.cm.ScalarMappable(\\\n", + " norm=colors.LogNorm(vmin=0.01,vmax=1),\\\n", + " cmap='seismic'),cax=cbar_ax)\n", + "# add title\n", + "curr_ax.set_title('|Delta u|_norm, actual vs. geostrophic velocity')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Latitude and depth dependence\n", + "\n", + "We can also plot $\\vert{{\\Delta}{\\bf u}}\\vert_{\\rm norm}$ along a transect to consider its variation with depth. Let's plot an example along ```i=40``` on ```tile=1``` (which follows the line of longitude ${\\rm 2.5}^{\\circ}{\\rm E}$):" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tile_plot = 1\n", + "i_plot = 40\n", + "\n", + "# compute land and small velocity masks\n", + "curr_land_mask = land_mask.isel(tile=tile_plot,i=i_plot).squeeze()\n", + "mask_threshold = 0.005 # set mask threshold to 0.5 cm s-1\n", + "mask_smallvel = (vel_abs.isel(tile=tile_plot,i=i_plot).squeeze() < mask_threshold)\n", + "\n", + "\n", + "# plot normalized difference without and with mask\n", + "# here we'll plot top 25 and bottom 25 depth levels separately to accommodate different scales\n", + "fig,axs = plt.subplots(2,2,figsize=(15,10))\n", + "curr_ax = axs[0,0]\n", + "curr_ax.tick_params(labelsize=14)\n", + "lat_plot = (ds_grid.YG.isel(tile=tile_plot,i_g=i_plot)).squeeze() # use \"left\" coordinates for pcolormesh plots\n", + "depth_plot = -ds_grid.Zl[0:25].squeeze() # top 25 depth levels\n", + "array_plot = (vel_diff_norm.isel(tile=tile_plot,i=i_plot)).squeeze()\n", + "curr_plot = curr_ax.pcolormesh(lat_plot,depth_plot,array_plot[0:25,:],norm=colors.LogNorm(vmin=0.01,vmax=1),cmap='seismic')\n", + "plot_mask(lat_plot,depth_plot,curr_land_mask[0:25,:],ax=curr_ax,color_rgb=np.zeros(3,))\n", + "curr_ax.set_ylim(curr_ax.get_ylim()[::-1])\n", + "curr_ax.set_ylabel('Depth [m]')\n", + "curr_ax.set_title('|Delta u|_norm, actual vs. geostrophic velocity',fontsize=14)\n", + "fig.colorbar(curr_plot,ax=curr_ax)\n", + "curr_ax = axs[0,1]\n", + "curr_ax.tick_params(labelsize=14)\n", + "array_plot = (vel_diff_norm.isel(tile=tile_plot,i=i_plot)).squeeze()\n", + "curr_plot = curr_ax.pcolormesh(lat_plot,depth_plot,array_plot[0:25,:],norm=colors.LogNorm(vmin=0.01,vmax=1),cmap='seismic')\n", + "plot_mask(lat_plot,depth_plot,curr_land_mask[0:25,:],ax=curr_ax,color_rgb=np.zeros(3,))\n", + "plot_mask(lat_plot,depth_plot,mask_smallvel[0:25,:],ax=curr_ax,color_rgb=np.array([0.5,0.5,0.5]))\n", + "curr_ax.set_ylim(curr_ax.get_ylim()[::-1])\n", + "curr_ax.set_ylabel('Depth [m]')\n", + "curr_ax.set_title('|Delta u|_norm, actual vs. geostrophic velocity, with mask',fontsize=14)\n", + "fig.colorbar(curr_plot,ax=curr_ax)\n", + "\n", + "curr_ax = axs[1,0]\n", + "curr_ax.tick_params(labelsize=14)\n", + "lat_plot = (ds_grid.YG.isel(tile=tile_plot,i_g=i_plot)).squeeze() # use \"left\" coordinates for pcolormesh plots\n", + "depth_plot = -ds_grid.Zl[25:].squeeze() # bottom 25 depth levels\n", + "array_plot = (vel_diff_norm.isel(tile=tile_plot,i=i_plot)).squeeze()\n", + "curr_plot = curr_ax.pcolormesh(lat_plot,depth_plot,array_plot[25:,:],norm=colors.LogNorm(vmin=0.01,vmax=1),cmap='seismic')\n", + "plot_mask(lat_plot,depth_plot,curr_land_mask[25:,:],ax=curr_ax,color_rgb=np.zeros(3,))\n", + "curr_ax.set_ylim(curr_ax.get_ylim()[::-1])\n", + "curr_ax.set_ylabel('Depth [m]')\n", + "curr_ax.set_xlabel('Latitude')\n", + "fig.colorbar(curr_plot,ax=curr_ax)\n", + "curr_ax = axs[1,1]\n", + "curr_ax.tick_params(labelsize=14)\n", + "array_plot = (vel_diff_norm.isel(tile=tile_plot,i=i_plot)).squeeze()\n", + "curr_plot = curr_ax.pcolormesh(lat_plot,depth_plot,array_plot[25:,:],norm=colors.LogNorm(vmin=0.01,vmax=1),cmap='seismic')\n", + "plot_mask(lat_plot,depth_plot,curr_land_mask[25:,:],ax=curr_ax,color_rgb=np.zeros(3,))\n", + "plot_mask(lat_plot,depth_plot,mask_smallvel[25:,:],ax=curr_ax,color_rgb=np.array([0.5,0.5,0.5]))\n", + "curr_ax.set_ylim(curr_ax.get_ylim()[::-1])\n", + "curr_ax.set_ylabel('Depth [m]')\n", + "curr_ax.set_xlabel('Latitude')\n", + "fig.colorbar(curr_plot,ax=curr_ax)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Can you see some patterns in the above plots? Most depths 100-2000 meters have a lot of blue, meaning geostrophic velocities are very good approximations of the actual velocities. But (1) close to the ocean surface, (2) close to the ocean bottom, and (3) near the equator there is a lot more red. So in those areas, some of the other terms in the momentum equations that we earlier considered to be negligible, may not actually be negligible. We'll explore some of these other balances in upcoming tutorials.\n", + "\n", + "We can assess geostrophic balance in a more comprehensive way by looking at the normalized RMS (root-mean-square) difference between actual and geostrophic velocity. The RMS difference is computed as\n", + "\n", + "$$\n", + "{\\bf u}_{\\rm norm}^{\\rm rms} = \\sqrt{\\frac{\\sum\\vert{\\bf u} - {\\bf u_g}\\vert^2}{\\sum\\vert{\\bf u}\\vert^2}}\n", + "$$\n", + "\n", + "The following code computes the normalized RMS difference (weighted by the area of each grid cell) as a function of latitude and depth, for the global oceans." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "# bins of latitude\n", + "lat_bin_spacing = 2\n", + "lat_bin_bounds = np.c_[-90:90:lat_bin_spacing] + np.array([[0,lat_bin_spacing]])\n", + "lat_bin_centers = np.mean(lat_bin_bounds,axis=-1)\n", + "\n", + "# bins of depth\n", + "depth_bin_bounds = -ds_grid.Z_bnds.values\n", + "\n", + "vel_diff_abs = np.abs(vel_diff_complex)\n", + "vel_abs = np.abs(vel_complex)\n", + "\n", + "# function to loop through and compute normalized RMS difference in bins\n", + "def RMS_diff_norm(diff_abs,norm_abs,bin_field,bin_bounds,weighting):\n", + " \"\"\"\n", + " Compute normalized RMS difference in bins, given:\n", + " - diff_abs: absolute value (magnitude) of vector difference, e.g. u - u_g\n", + " - norm_abs: absolute value (magnitude) of normalization vectors, e.g. u\n", + " - bin_field: values of parameter to use in binning\n", + " - bin_bounds: bound values of bins to use, as numpy array of size (N,2)\n", + " - weighting: weighting of individual grid cells\n", + " \"\"\"\n", + " RMS_diff_norm = np.empty((bin_bounds.shape[0]))\n", + " RMS_diff_norm.fill(np.nan)\n", + " bin_field_broadcast_flat = (np.ones(diff_abs.shape)*bin_field).flatten()\n", + " weighting_flat = weighting.flatten()\n", + " diff_abs_flat = diff_abs.flatten()\n", + " norm_abs_flat = norm_abs.flatten()\n", + " bin_idx_sorted = np.argsort(bin_field_broadcast_flat) # flatten and sort bin field values\n", + " sort_idx = (bin_field_broadcast_flat[bin_idx_sorted] >= bin_bounds[0,0]).nonzero()[0][0]\n", + " curr_idx = bin_idx_sorted[sort_idx]\n", + " curr_bin_val = bin_field_broadcast_flat[curr_idx]\n", + " curr_bin_num = ((bin_bounds[:,0] <= curr_bin_val) & (bin_bounds[:,1] > curr_bin_val)).nonzero()[0][0]\n", + " diff_abssq_sum = 0.\n", + " norm_abssq_sum = 0.\n", + " while curr_bin_val < bin_bounds[-1,1]:\n", + " if ~np.isnan(diff_abs_flat[curr_idx]):\n", + " diff_abssq_sum += weighting_flat[curr_idx]*(diff_abs_flat[curr_idx]**2)\n", + " norm_abssq_sum += weighting_flat[curr_idx]*(norm_abs_flat[curr_idx]**2)\n", + " sort_idx += 1\n", + " if sort_idx >= len(bin_idx_sorted):\n", + " if norm_abssq_sum > 0:\n", + " RMS_diff_norm[curr_bin_num] = (diff_abssq_sum/norm_abssq_sum)**(1/2)\n", + " break\n", + " curr_idx = bin_idx_sorted[sort_idx]\n", + " curr_bin_val = bin_field_broadcast_flat[curr_idx]\n", + " if curr_bin_val >= bin_bounds[curr_bin_num,1]:\n", + " if norm_abssq_sum > 0:\n", + " RMS_diff_norm[curr_bin_num] = (diff_abssq_sum/norm_abssq_sum)**(1/2)\n", + " curr_bin_num = ((bin_bounds[:,0] <= curr_bin_val) & (bin_bounds[:,1] > curr_bin_val)).nonzero()[0][0]\n", + " diff_abssq_sum = 0.\n", + " norm_abssq_sum = 0.\n", + " return RMS_diff_norm\n", + "\n", + "# compute norm RMS diff, weighting by horizontal area of grid cells\n", + "RMS_diff_norm_lat = RMS_diff_norm(vel_diff_abs.values,vel_abs.values,\\\n", + " ds_grid.YC.values,lat_bin_bounds,\\\n", + " ((ds_grid.maskC)*(ds_grid.rA)).values)\n", + "RMS_diff_norm_depth = RMS_diff_norm(vel_diff_abs.values,vel_abs.values,\\\n", + " np.expand_dims(-ds_grid.Z.values,axis=(-3,-2,-1)),\\\n", + " depth_bin_bounds,((ds_grid.maskC)*(ds_grid.rA)).values)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Norm RMS diff variation with depth')" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot normalized RMS difference\n", + "fig,axs = plt.subplots(1,2,figsize=(15,8))\n", + "curr_ax = axs[0] \n", + "curr_ax.plot(lat_bin_centers,RMS_diff_norm_lat)\n", + "curr_ax.set_ylim(0,1)\n", + "curr_ax.set_xlabel('Latitude')\n", + "curr_ax.set_ylabel('Norm RMS diff')\n", + "curr_ax.set_title('Norm RMS diff variation with latitude')\n", + "curr_ax = axs[1]\n", + "curr_ax.plot(RMS_diff_norm_depth,-ds_grid.Z)\n", + "# Note: in older versions of Matplotlib\n", + "# may need to use linthreshy instead of linthresh\n", + "curr_ax.set_yscale('symlog',linthresh=100)\n", + "curr_ax.set_ylim(curr_ax.get_ylim()[::-1])\n", + "curr_ax.set_yticks([0,50,100,500,1000,5000])\n", + "curr_ax.set_yticklabels(['0','50','100','500','1000','5000'])\n", + "curr_ax.set_xlim(0,1)\n", + "curr_ax.set_xlabel('Norm RMS diff')\n", + "curr_ax.set_ylabel('Depth [m]')\n", + "curr_ax.set_title('Norm RMS diff variation with depth')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As with the normalized difference values at individual grid cells, the normalized RMS differences show the loss of geostrophic balance at the equator, near the ocean surface, and at the deepest depths of the ocean." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercises\n", + "\n", + "Having made it to the end of the tutorial, you're now ready to try tweaking some of the code above to explore the ECCO data on your own. Here are a couple of suggested exercises, or you can develop your own ideas!\n", + "\n", + "1. All of the mapping we just did was with monthly data for January 2000, but we also downloaded daily files for 1999-12-31 and 2000-01-01. Repeat the calculations and plots that we did, but this time with the daily files for one of those dates. How does geostrophic balance on daily timescales compare with monthly timescales? Why might they be different?\n", + "\n", + "1. You probably noticed that geostrophic balance does not seem to be as good of an approximation for the flow in the Arctic as in other ocean basins. Focus on the monthly data in the Arctic tile (```tile=6```). Where is geostrophic balance the least effective, after masking out the smallest velocities? You'll probably need to change a few parameters to get informative plots in this region of lower velocities. Pick a grid cell (i,j) where there are high normalized differences (preferably one where the ocean is >500 m deep), and make a plot comparing the depth profiles of geostrophic and actual u and v. For extra credit, also plot the depth profile of the *angle* of difference between the geostrophic and actual velocity vectors.\n", + "\n", + "> Tip: make a copy of this notebook before you edit it, so that you can try your own innovations while being able to easily return to the original notebook for comparison." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## For future use\n", + "\n", + "### face_connections dictionary\n", + "\n", + "In addition to concepts and skills, this tutorial introduced two specific code items that will be useful to us in future tutorials, so it would be a good idea to save them for future use. The first is a Python dictionary that specifies the connections between tiles (faces) of the ECCO llc native grid. The code below saves the dictionary into a text file in the current working directory for future use." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "face_connections = {'tile':\n", + " {0: {'X': ((12, 'Y', False), (3, 'X', False)),\n", + " 'Y': (None, (1, 'Y', False))},\n", + " 1: {'X': ((11, 'Y', False), (4, 'X', False)),\n", + " 'Y': ((0, 'Y', False), (2, 'Y', False))},\n", + " 2: {'X': ((10, 'Y', False), (5, 'X', False)),\n", + " 'Y': ((1, 'Y', False), (6, 'X', False))},\n", + " 3: {'X': ((0, 'X', False), (9, 'Y', False)),\n", + " 'Y': (None, (4, 'Y', False))},\n", + " 4: {'X': ((1, 'X', False), (8, 'Y', False)),\n", + " 'Y': ((3, 'Y', False), (5, 'Y', False))},\n", + " 5: {'X': ((2, 'X', False), (7, 'Y', False)),\n", + " 'Y': ((4, 'Y', False), (6, 'Y', False))},\n", + " 6: {'X': ((2, 'Y', False), (7, 'X', False)),\n", + " 'Y': ((5, 'Y', False), (10, 'X', False))},\n", + " 7: {'X': ((6, 'X', False), (8, 'X', False)),\n", + " 'Y': ((5, 'X', False), (10, 'Y', False))},\n", + " 8: {'X': ((7, 'X', False), (9, 'X', False)),\n", + " 'Y': ((4, 'X', False), (11, 'Y', False))},\n", + " 9: {'X': ((8, 'X', False), None),\n", + " 'Y': ((3, 'X', False), (12, 'Y', False))},\n", + " 10: {'X': ((6, 'Y', False), (11, 'X', False)),\n", + " 'Y': ((7, 'Y', False), (2, 'X', False))},\n", + " 11: {'X': ((10, 'X', False), (12, 'X', False)),\n", + " 'Y': ((8, 'Y', False), (1, 'X', False))},\n", + " 12: {'X': ((11, 'X', False), None),\n", + " 'Y': ((9, 'Y', False), (0, 'X', False))}}}\n", + "\n", + "# save face_connections dictionary for future use\n", + "fc_filename = 'llc_13tile_fc.txt'\n", + "with open(fc_filename,'w') as data:\n", + " data.write(str(face_connections))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Geostrophic velocities module\n", + "\n", + "It will also be helpful in future tutorials to compute geostrophic velocities quickly, as we explore some of the features of the ocean that are *not* accounted for by geostrophic balance. The module linked below includes a function to compute geostrophic velocities quickly, given the file containing density and pressure anomalies. \n", + "\n", + "[**geos_vel** module](./geos_vel.py)\n", + "\n", + "I recommend saving it to the same directory where your tutorials are located." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## References\n", + "\n", + "Kundu, P.K. and Cohen, I.M. (2008). ***Fluid Mechanics*** (4th ed.). Elsevier.\n", + "\n", + "Vallis, G.K. (2006). ***Atmospheric and Oceanic Fluid Dynamics***. Cambridge University Press." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.7.6 ('base': conda)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "24c2e7920c8757b7915d7648c7b3230374590156bcd88f340ef2edc7f72d2caa" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Intro_to_PO_Tutorials/ecco_download.py b/Intro_to_PO_Tutorials/ecco_download.py deleted file mode 100644 index 6420723..0000000 --- a/Intro_to_PO_Tutorials/ecco_download.py +++ /dev/null @@ -1,220 +0,0 @@ -def ecco_podaac_download(ShortName,StartDate,EndDate,download_root_dir=None,n_workers=6,force_redownload=False): - """ - This routine downloads ECCO datasets from PO.DAAC. It is adapted from the Jupyter notebooks created by Jack McNelis and Ian Fenty (https://github.com/ECCO-GROUP/ECCO-ACCESS/blob/master/PODAAC/Downloading_ECCO_datasets_from_PODAAC/README.md) and modified by Andrew Delman (https://ecco-v4-python-tutorial.readthedocs.io). - - Parameters - ---------- - ShortName: the ShortName of the dataset (can be identified from https://search.earthdata.nasa.gov/search?fpj=ECCO, selecting the "i" information button and the ShortName will appear in a gray box in the upper-left corner) - - StartDate: the start of the time range to be downloaded, expressed in the format "YYYY-MM-DD" - - EndDate: the end of the time range to be downloaded, expressed in the format "YYYY-MM-DD" - - download_root_dir: path of the parent directory to download ECCO files - - n_workers: number of workers to use in concurrent downloads - - force_redownload: if True, existing files will be redownloaded and replaced; if False, existing files will not be replaced - """ - - - ## Initalize Python libraries - import numpy as np - import pandas as pd - import requests - import shutil - import time as time - - # for concurrent simulatenous downloads - from concurrent.futures import ThreadPoolExecutor - from getpass import getpass - from http.cookiejar import CookieJar - from io import StringIO - from itertools import repeat - from pathlib import Path - from platform import system - from netrc import netrc - from os.path import basename, isfile, isdir, join - # progress bar - from tqdm import tqdm - # library to download files - from urllib import request - - # if no download directory specified, set directory under user's home directory - if download_root_dir==None: - import sys - from os.path import expanduser - user_home_dir = expanduser('~') - download_root_dir = Path(user_home_dir + '/Downloads/ECCO_V4r4_PODAAC') - else: - download_root_dir = Path(download_root_dir) - - # Predict the path of the netrc file depending on os/platform type. - _netrc = join(expanduser('~'), "_netrc" if system()=="Windows" else ".netrc") - - ## Define Helper Subroutines - - ### Helper subroutine to log into NASA EarthData - - # not pretty but it works - def setup_earthdata_login_auth(url: str='urs.earthdata.nasa.gov'): - # look for the netrc file and use the login/password - try: - username, _, password = netrc(file=_netrc).authenticators(url) - - # if the file is not found, prompt the user for the login/password - except (FileNotFoundError, TypeError): - print('Please provide Earthdata Login credentials for access.') - username, password = input('Username: '), getpass('Password: ') - - manager = request.HTTPPasswordMgrWithDefaultRealm() - manager.add_password(None, url, username, password) - auth = request.HTTPBasicAuthHandler(manager) - jar = CookieJar() - processor = request.HTTPCookieProcessor(jar) - opener = request.build_opener(auth, processor) - request.install_opener(opener) - - ### Helper subroutines to make the API calls to search CMR and parse response - def set_params(params: dict): - params.update({'scroll': "true", 'page_size': 2000}) - return {par: val for par, val in params.items() if val is not None} - - def get_results(params: dict, headers: dict=None): - response = requests.get(url="https://cmr.earthdata.nasa.gov/search/granules.csv", - params=set_params(params), - headers=headers) - return response, response.headers - - - def get_granules(params: dict): - response, headers = get_results(params=params) - scroll = headers['CMR-Scroll-Id'] - hits = int(headers['CMR-Hits']) - if hits==0: - raise Exception("No granules matched your input parameters.") - df = pd.read_csv(StringIO(response.text)) - while hits > df.index.size: - response, _ = get_results(params=params, headers={'CMR-Scroll-Id': scroll}) - data = pd.read_csv(StringIO(response.text)) - df = pd.concat([df, data]) - return df - - ### Helper subroutine to gracefully download single files and avoids re-downloading if file already exists. - # To force redownload of the file, pass **True** to the boolean argument *force* (default **False**)\n, - def download_file(url: str, output_dir: str, force: bool=False): - """url (str): the HTTPS url from which the file will download - output_dir (str): the local path into which the file will download - force (bool): download even if the file exists locally already - """ - if not isdir(output_dir): - raise Exception(f"Output directory doesnt exist! ({output_dir})") - - target_file = join(output_dir, basename(url)) - - # if the file has already been downloaded, skip - if isfile(target_file) and force is False: - print(f'\n{basename(url)} already exists, and force=False, not re-downloading') - return 0 - - with requests.get(url) as r: - if not r.status_code // 100 == 2: - raise Exception(r.text) - return 0 - else: - with open(target_file, 'wb') as f: - total_size_in_bytes= int(r.headers.get('content-length', 0)) - for chunk in r.iter_content(chunk_size=1024): - if chunk: - f.write(chunk) - - return total_size_in_bytes - - ### Helper subroutine to download all urls in the list `dls` - def download_files_concurrently(dls, download_dir, force=False): - start_time = time.time() - - # use 3 threads for concurrent downloads - with ThreadPoolExecutor(max_workers=max_workers) as executor: - - # tqdm makes a cool progress bar - results = list(tqdm(executor.map(download_file, dls, repeat(download_dir), repeat(force)), total=len(dls))) - - # add up the total downloaded file sizes - total_download_size_in_bytes = np.sum(np.array(results)) - # calculate total time spent in the download - total_time = time.time() - start_time - - print('\n=====================================') - print(f'total downloaded: {np.round(total_download_size_in_bytes/1e6,2)} Mb') - print(f'avg download speed: {np.round(total_download_size_in_bytes/1e6/total_time,2)} Mb/s') - - # define root directory for downloaded NetCDF files - download_root_dir = Path(user_home_dir + '/Downloads/ECCO_V4r4_PODAAC') - - # define the directory where the downloaded files will be saved - download_dir = download_root_dir / ShortName - - # create the download directory - download_dir.mkdir(exist_ok = True, parents=True) - - print(f'created download directory {download_dir}') - - ## Log into Earthdata using your username and password - - # actually log in with this command: - setup_earthdata_login_auth() - - # Query the NASA Common Metadata Repository to find the URL of every granule associated with the desired ECCO Dataset and date range of interest. - - # create a Python dictionary with our search criteria: `ShortName` and `temporal` - input_search_params = {'ShortName': ShortName, - 'temporal': ",".join([StartDate, EndDate])} - - print(input_search_params) - - ### Query CMR for the desired ECCO Dataset - - # grans means 'granules', PO.DAAC's term for individual files in a dataset - grans = get_granules(input_search_params) - - # grans.info() - - num_grans = len( grans['Granule UR'] ) - print (f'\nTotal number of matching granules: {num_grans}') - - - ## Download the granules - - # convert the rows of the 'Online Access URLS' column to a Python list - dls = grans['Online Access URLs'].tolist() - - try: - # Attempt concurrent downloads, but if error arises switch to sequential downloads - ### Method 1: Concurrent downloads - - # Define the maximum number of concurrent downloads (benefits typically taper off above 5-6) - max_workers = 6 - - # Force redownload (or not) depending on value of force_redownload - download_files_concurrently(dls, download_dir, force_redownload) - - except: - ### Method 2: Sequential Downloads - - # Download each URL sequentially in a for loop. - total_download_size_in_bytes = 0 - start_time = time.time() - - # loop through all urls in dls - for u in dls: - u_name = u.split('/')[-1] - print(f'downloading {u_name}') - total_download_size_in_bytes += download_file(url=u, output_dir=download_dir, force=force_redownload) - - # calculate total time spent in the download - total_time = time.time() - start_time - - print('\n=====================================') - print(f'total downloaded: {np.round(total_download_size_in_bytes/1e6,2)} Mb') - print(f'avg download speed: {np.round(total_download_size_in_bytes/1e6/total_time,2)} Mb/s') diff --git a/Intro_to_PO_Tutorials/ecco_download.py b/Intro_to_PO_Tutorials/ecco_download.py new file mode 120000 index 0000000..e883d74 --- /dev/null +++ b/Intro_to_PO_Tutorials/ecco_download.py @@ -0,0 +1 @@ +../ECCO-ACCESS/Downloading_ECCO_datasets_from_PODAAC/ecco_download.py \ No newline at end of file diff --git a/Intro_to_PO_Tutorials/geos_vel.py b/Intro_to_PO_Tutorials/geos_vel.py new file mode 100644 index 0000000..ff0526d --- /dev/null +++ b/Intro_to_PO_Tutorials/geos_vel.py @@ -0,0 +1,78 @@ +def geos_vel_compute(dens_press_filename,grid_filename="~/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_GEOMETRY_LLC0090GRID_V4R4/GRID_GEOMETRY_ECCO_V4r4_native_llc0090.nc",fc_filename="llc_13tile_fc.txt"): + """ + This routine computes geostrophic velocities from an input netCDF file containing ECCO v4r4 density and pressure anomalies on the native llc90 grid. + + Parameters + ---------- + dens_press_filename: the name (including path if not in current directory) of the netCDF file containing the density and pressure anomalies + + grid_filename: the name (including path if not in current directory) of the netCDF file containing the latitudes ('YC') and grid parameters ('dxC','dyC') needed to compute horizontal derivatives + + fc_filename: text file containing a Python dictionary specifying the tile/face connections in the ECCO llc90 grid + """ + + import numpy as np + import xarray as xr + import json + import xgcm + + # load file into workspace + ds_denspress = xr.open_dataset(dens_press_filename, data_vars='minimal',\ + coords='minimal', compat='override') + + densanom = ds_denspress.RHOAnoma + + rhoConst = 1029. + dens = rhoConst + densanom + + pressanom = ds_denspress.PHIHYDcR + + + # load grid parameters file + ds_grid = xr.open_dataset(grid_filename) + + + # load face_connections dictionary + + # read in as string + with open(fc_filename) as fc: + data = fc.read() + # convert string to dictionary + face_connections = json.loads(data) + + + # create xgcm Grid object + grid = xgcm.Grid(ds_grid,periodic=False,face_connections=face_connections) + + # compute derivatives of pressure in x and y + d_press_dx = (grid.diff(rhoConst*pressanom,axis="X",boundary='extend'))/ds_grid.dxC + d_press_dy = (grid.diff(rhoConst*pressanom,axis="Y",boundary='extend'))/ds_grid.dyC + + # interpolate (vector) gradient values to center of grid cells + press_grads_interp = grid.interp_2d_vector({'X':d_press_dx,'Y':d_press_dy},boundary='extend') + dp_dx = press_grads_interp['X'] + dp_dy = press_grads_interp['Y'] + + # compute f from latitude of grid cell centers + lat = ds_grid.YC + Omega = (2*np.pi)/86164 + lat_rad = (np.pi/180)*lat # convert latitude from degrees to radians + f = 2*Omega*np.sin(lat_rad) + + # compute geostrophic velocities + v_g = dp_dx/(f*dens) + u_g = -dp_dy/(f*dens) + + # assign attributes to DataArrays (names) and units + u_g.name = 'u_g' + u_g.attrs.update({'long_name': 'Geostrophic velocity in model-x direction',\ + 'units': 'm s-1'}) + v_g.name = 'v_g' + v_g.attrs.update({'long_name': 'Geostrophic velocity in model-y direction',\ + 'units': 'm s-1'}) + + # create xarray Dataset containing geostrophic velocities + ds_geos_vel = u_g.to_dataset(name='u_g',promote_attrs=True) + ds_geos_vel['v_g'] = v_g + + return ds_geos_vel diff --git a/Intro_to_PO_Tutorials/llc_13tile_fc.txt b/Intro_to_PO_Tutorials/llc_13tile_fc.txt new file mode 100644 index 0000000..fd9cd32 --- /dev/null +++ b/Intro_to_PO_Tutorials/llc_13tile_fc.txt @@ -0,0 +1 @@ +{'tile': {0: {'X': ((12, 'Y', False), (3, 'X', False)), 'Y': (None, (1, 'Y', False))}, 1: {'X': ((11, 'Y', False), (4, 'X', False)), 'Y': ((0, 'Y', False), (2, 'Y', False))}, 2: {'X': ((10, 'Y', False), (5, 'X', False)), 'Y': ((1, 'Y', False), (6, 'X', False))}, 3: {'X': ((0, 'X', False), (9, 'Y', False)), 'Y': (None, (4, 'Y', False))}, 4: {'X': ((1, 'X', False), (8, 'Y', False)), 'Y': ((3, 'Y', False), (5, 'Y', False))}, 5: {'X': ((2, 'X', False), (7, 'Y', False)), 'Y': ((4, 'Y', False), (6, 'Y', False))}, 6: {'X': ((2, 'Y', False), (7, 'X', False)), 'Y': ((5, 'Y', False), (10, 'X', False))}, 7: {'X': ((6, 'X', False), (8, 'X', False)), 'Y': ((5, 'X', False), (10, 'Y', False))}, 8: {'X': ((7, 'X', False), (9, 'X', False)), 'Y': ((4, 'X', False), (11, 'Y', False))}, 9: {'X': ((8, 'X', False), None), 'Y': ((3, 'X', False), (12, 'Y', False))}, 10: {'X': ((6, 'Y', False), (11, 'X', False)), 'Y': ((7, 'Y', False), (2, 'X', False))}, 11: {'X': ((10, 'X', False), (12, 'X', False)), 'Y': ((8, 'Y', False), (1, 'X', False))}, 12: {'X': ((11, 'X', False), None), 'Y': ((9, 'Y', False), (0, 'X', False))}}} \ No newline at end of file diff --git a/doc/Geostrophic_balance.ipynb b/doc/Geostrophic_balance.ipynb new file mode 120000 index 0000000..c2e91f2 --- /dev/null +++ b/doc/Geostrophic_balance.ipynb @@ -0,0 +1 @@ +../Intro_to_PO_Tutorials/Geostrophic_balance.ipynb \ No newline at end of file diff --git a/doc/index.rst b/doc/index.rst index 13403ed..7949fc0 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -70,6 +70,12 @@ The `ecco_v4_py`_ package used in this tutorial was inspired by the `xmitgcm`_ p ECCO_v4_Example_calculations_with_scalar_quantities.ipynb +.. toctree:: + :maxdepth: 2 + :caption: Intro to PO Tutorials + + Geostrophic_balance.ipynb + .. toctree:: :maxdepth: 2 :caption: More Advanced Calculations From 3aa002aedf82c65193d75b6e9003e7bbd18e55a3 Mon Sep 17 00:00:00 2001 From: Andrew Delman Date: Tue, 20 Dec 2022 19:31:43 -0800 Subject: [PATCH 5/9] a few fixes to the new tutorial --- .../Geostrophic_balance.ipynb | 225 +++++++++--------- 1 file changed, 113 insertions(+), 112 deletions(-) diff --git a/Intro_to_PO_Tutorials/Geostrophic_balance.ipynb b/Intro_to_PO_Tutorials/Geostrophic_balance.ipynb index 4d105dc..236e5ee 100644 --- a/Intro_to_PO_Tutorials/Geostrophic_balance.ipynb +++ b/Intro_to_PO_Tutorials/Geostrophic_balance.ipynb @@ -4,21 +4,22 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Intro to PO with ECCO. Part 1: Geostrophy\n", + "# Part 1: Geostrophic balance\n", + "Andrew Delman, updated 2022-12-20.\n", "\n", "## Objectives\n", "\n", "To use ECCO state estimate output to illustrate the concept of geostrophic balance; where it does and doesn't explain oceanic flows well.\n", "\n", "By the end of the tutorial, you will be able to:\n", - "- Download ECCO fields and query their attributes using ```xarray```\n", - "- Plot ECCO fields on a single tile\n", - "- Carry out spatial differencing and interpolation on the ECCO native model grid\n", - "- Compare the two sides of the geostrophic balance equations\n", - "- Compute geostrophic velocities\n", - "- Apply masks in 2-D spatial plots\n", - "- Use the ```ecco_v4_py``` package to plot global maps of ECCO fields\n", - "- Use two statistical measures (normalized difference and normalized RMS difference) to assess geostrophic balance\n", + "* Download ECCO fields and query their attributes using ```xarray```\n", + "* Plot ECCO fields on a single tile\n", + "* Carry out spatial differencing and interpolation on the ECCO native model grid\n", + "* Compare the two sides of the geostrophic balance equations\n", + "* Compute geostrophic velocities\n", + "* Apply masks in 2-D spatial plots\n", + "* Use the ```ecco_v4_py``` package to plot global maps of ECCO fields\n", + "* Use two statistical measures (normalized difference and normalized RMS difference) to assess geostrophic balance\n", "\n", "\n", "## Introduction\n", @@ -162,7 +163,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1/1 [00:06<00:00, 6.25s/it]" + "100%|██████████| 1/1 [00:06<00:00, 6.22s/it]" ] }, { @@ -172,7 +173,7 @@ "\n", "=====================================\n", "total downloaded: 30.6 Mb\n", - "avg download speed: 4.89 Mb/s\n" + "avg download speed: 4.91 Mb/s\n" ] }, { @@ -211,7 +212,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1/1 [00:06<00:00, 6.30s/it]" + "100%|██████████| 1/1 [00:06<00:00, 6.38s/it]" ] }, { @@ -221,7 +222,7 @@ "\n", "=====================================\n", "total downloaded: 30.98 Mb\n", - "avg download speed: 4.91 Mb/s\n" + "avg download speed: 4.85 Mb/s\n" ] }, { @@ -269,7 +270,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 2/2 [00:08<00:00, 4.34s/it]\n" + "100%|██████████| 2/2 [00:08<00:00, 4.36s/it]\n" ] }, { @@ -279,7 +280,7 @@ "\n", "=====================================\n", "total downloaded: 61.36 Mb\n", - "avg download speed: 7.06 Mb/s\n", + "avg download speed: 7.03 Mb/s\n", "created download directory /home/adelman/Downloads/ECCO_V4r4_PODAAC/ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_DAILY_V4R4\n", "{'ShortName': 'ECCO_L4_DENS_STRAT_PRESS_LLC0090GRID_DAILY_V4R4', 'temporal': '2000-01-01,2000-01-01'}\n", "\n", @@ -290,7 +291,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 2/2 [00:09<00:00, 4.52s/it]" + "100%|██████████| 2/2 [00:08<00:00, 4.36s/it]" ] }, { @@ -300,7 +301,7 @@ "\n", "=====================================\n", "total downloaded: 62.39 Mb\n", - "avg download speed: 6.89 Mb/s\n" + "avg download speed: 7.14 Mb/s\n" ] }, { @@ -796,35 +797,35 @@ " time_coverage_resolution: P1M\n", " time_coverage_start: 2000-01-01T00:00:00\n", " title: ECCO Ocean Density, Stratification, and ...\n", - " uuid: 166a1992-4182-11eb-82f9-0cc47a3f43f9

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