-
Notifications
You must be signed in to change notification settings - Fork 11
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Adding ASCAT SM reader and matlab util for clim_stats (#656)
- Loading branch information
Showing
21 changed files
with
2,096 additions
and
549 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,8 @@ | ||
| !/* | ||
| /NCEP_sp | ||
| /NCEP_w3 | ||
| /NCEP_bufr | ||
| /NCEP_bacio | ||
| /NCEP_sfcio | ||
| /NCEP_sigio | ||
| /CMakeLists.txt |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
115 changes: 115 additions & 0 deletions
115
...ns/LDAS_App/util/inputs/obs_scaling_params/Run_get_model_and_obs_clim_stats_latlon_grid.m
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,115 @@ | ||
| clear | ||
|
|
||
| % ------------------------------------------------------------------- | ||
| % Begin user-defined inputs | ||
| % ------------------------------------------------------------------- | ||
|
|
||
| % addpath('../../shared/matlab/'); | ||
| addpath('/discover/nobackup/amfox/current_GEOSldas/GEOSldas/src/Applications/LDAS_App/util/shared/matlab') | ||
|
|
||
| % Define the Open Loop experiment path, run name, domain, and output prefix | ||
|
|
||
| exp_path = '/discover/nobackup/amfox/Experiments/OLv7_M36_ascat'; | ||
| exp_run = {'OLv7_M36_ascat'}; | ||
| domain = 'SMAP_EASEv2_M36_GLOBAL'; | ||
| prefix_out = 'M36_zscore_stats_'; | ||
|
|
||
| % Define the Open Loop experiment start and end dates | ||
|
|
||
| start_month = 4; | ||
| start_year = 2015; | ||
| end_month = 3; | ||
| end_year = 2021; | ||
|
|
||
| % Define the species names | ||
|
|
||
| species_names = {'ASCAT_META_SM','ASCAT_METB_SM','ASCAT_METC_SM'}; | ||
|
|
||
| % Define whether to combine species | ||
|
|
||
| combine_species_stats = 1; % 1 to combine all species into single set of statistics | ||
|
|
||
| % Define the grid resolution (degrees) | ||
|
|
||
| grid_resolution = 0.25; | ||
|
|
||
| % Define moving window size over which statistics are calculated, | ||
| % and minimum number of data points required to calculate statistics | ||
|
|
||
| w_days = 75; | ||
| Ndata_min = 5; | ||
|
|
||
| % Define the assimilation time step and initial time | ||
|
|
||
| dt_assim = 3*60*60; | ||
| t0_assim = 0; | ||
|
|
||
| % Define print intervals | ||
|
|
||
| print_each_DOY = 1; | ||
| print_each_pentad = 0; | ||
| print_all_pentads = 1; | ||
|
|
||
| % Define output directory (takes form "domain"/stats/"out_dir") | ||
| out_dir = 'z_score_clim_quarter_degree'; | ||
|
|
||
| % Define the months to run over, 1:12, plus a number of months required to complete the window | ||
| run_months = [1:12 1:ceil(w_days/30)]; | ||
|
|
||
| % ------------------------------------------------------------------- | ||
| % End user-defined inputs | ||
| % ------------------------------------------------------------------- | ||
|
|
||
| % Calculate the earliest and latest years for each month in the experiment | ||
| earliest_year = zeros(length(run_months),1); | ||
| latest_year = zeros(length(run_months),1); | ||
|
|
||
| cnt = 0; | ||
| for month = run_months | ||
| % Initialize the earliest and latest year variables | ||
| cnt = cnt + 1; | ||
|
|
||
| % Check if the current year/month combination is earlier than the earliest | ||
| if datenum(start_year, month, 1) < datenum(start_year, start_month, 1) | ||
| earliest_year(cnt) = start_year+1; | ||
| else | ||
| earliest_year(cnt) = start_year; | ||
| end | ||
|
|
||
| % Check if the current year/month combination is later than the latest | ||
| if datenum(end_year, month, 1) > datenum(end_year, end_month,1) | ||
| latest_year(cnt) = end_year-1; | ||
| else | ||
| latest_year(cnt) = end_year; | ||
| end | ||
| end | ||
|
|
||
| % assume "ldas_obsparam" file is available at 0z on first day of start_month/start_year | ||
|
|
||
| YYYY = num2str( start_year, '%4.4d' ); | ||
| MM = num2str( start_month, '%2.2d' ); | ||
|
|
||
| obs_param_fname = [exp_path, '/', exp_run{1}, '/output/', domain, '/rc_out/Y', YYYY, ... | ||
| '/M', MM, '/',exp_run{1}, '.ldas_obsparam.', YYYY, MM, '01_0000z.txt']; | ||
|
|
||
| [N_obs_param, obs_param ] = read_obsparam(obs_param_fname); | ||
|
|
||
| species =[]; | ||
|
|
||
| for i = 1:length(species_names) | ||
| add_species = obs_param(strcmp(species_names(i),{obs_param.descr})).species; | ||
| species = union(species,add_species); | ||
| end | ||
|
|
||
| if combine_species_stats | ||
| disp('Calculating stats by combining multiple species'); | ||
| end | ||
|
|
||
| % Calculate the climatology statistics | ||
|
|
||
| get_model_and_obs_clim_stats_latlon_grid( species_names, run_months, exp_path, exp_run{1}, domain, earliest_year, ... | ||
| latest_year, dt_assim, t0_assim, species, combine_species_stats, ... | ||
| grid_resolution, w_days, Ndata_min, prefix_out, print_each_DOY, ... | ||
| print_each_pentad, print_all_pentads, out_dir ); | ||
|
|
||
| % ================= EOF ========================================================================= |
Oops, something went wrong.