diff --git a/.gitignore b/.gitignore
index b761573b..56252782 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,7 @@
#################
## Eclipse
+.idea
*.pydevproject
.project
.metadata
diff --git a/README.txt b/README.txt
index 0d5ccf07..87c2d769 100644
--- a/README.txt
+++ b/README.txt
@@ -8,15 +8,17 @@ For the latest release and detailed documentation please refer to the website: h
Building on Linux
-----------------
Both make and Cmake options are available to accommodate different preferences and system demands
-Using make
-cd src
-make
+Using make:
+> cd TauDEM
+> mkdir bin
+> cd src
+> make
The executables are written to bin directory
-Using Cmake
-cd src && mkdir build && cd build
-cmake ..
-make && make install
+Using Cmake:
+> cd src && mkdir build && cd build
+> cmake ..
+> make && make install
The executables are written to /usr/local/taudem directory. This can be changed at the second last line (following DESTINATION) if desired.
Dependencies
@@ -28,6 +30,7 @@ On Linux dependencies can be tricky. I've added the following scripts to help,
GDAL: GDAL.sh installs from GDAL source. You could also try
apt-get install gdal-bin libgdal-dev
apt-get install gdal-bin=2.1.3+dfsg-1~xenial2
+apt-get install libmpich-dev (on Bionic 18.04 LTS)
C++: The script GCC.sh contains some commands I've used to get the required compiler.
diff --git a/bin/aread8 b/bin/aread8
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diff --git a/bin/areadinf b/bin/areadinf
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diff --git a/bin/catchhydrogeo b/bin/catchhydrogeo
new file mode 100755
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diff --git a/bin/catchoutlets b/bin/catchoutlets
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diff --git a/bin/connectdown b/bin/connectdown
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diff --git a/bin/d8flowdir b/bin/d8flowdir
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diff --git a/bin/d8flowpathextremeup b/bin/d8flowpathextremeup
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diff --git a/bin/d8hdisttostrm b/bin/d8hdisttostrm
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diff --git a/bin/d8vdisttostrm b/bin/d8vdisttostrm
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diff --git a/bin/dinfavalanche b/bin/dinfavalanche
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diff --git a/bin/dinfconclimaccum b/bin/dinfconclimaccum
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diff --git a/bin/dinfdecayaccum b/bin/dinfdecayaccum
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diff --git a/bin/dinfdistdown b/bin/dinfdistdown
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diff --git a/bin/dinfdistup b/bin/dinfdistup
new file mode 100755
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diff --git a/bin/dinfflowdir b/bin/dinfflowdir
new file mode 100755
index 00000000..4b98261c
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diff --git a/bin/dinfrevaccum b/bin/dinfrevaccum
new file mode 100755
index 00000000..17d73c69
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diff --git a/bin/dinftranslimaccum b/bin/dinftranslimaccum
new file mode 100755
index 00000000..bdf016ca
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diff --git a/bin/dinfupdependence b/bin/dinfupdependence
new file mode 100755
index 00000000..91ab4011
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diff --git a/bin/dropanalysis b/bin/dropanalysis
new file mode 100755
index 00000000..942bf384
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diff --git a/bin/editraster b/bin/editraster
new file mode 100755
index 00000000..bb1b6a4b
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diff --git a/bin/flowdircond b/bin/flowdircond
new file mode 100755
index 00000000..516b2b9a
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diff --git a/bin/gagewatershed b/bin/gagewatershed
new file mode 100755
index 00000000..9c9d8a71
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diff --git a/bin/gridnet b/bin/gridnet
new file mode 100755
index 00000000..28a9d447
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diff --git a/bin/inunmap b/bin/inunmap
new file mode 100755
index 00000000..ee85f941
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diff --git a/bin/lengtharea b/bin/lengtharea
new file mode 100755
index 00000000..2f0e739b
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diff --git a/bin/moveoutletstostrm b/bin/moveoutletstostrm
new file mode 100755
index 00000000..75fc0ee0
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diff --git a/bin/peukerdouglas b/bin/peukerdouglas
new file mode 100755
index 00000000..c7b22f43
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diff --git a/bin/pitremove b/bin/pitremove
new file mode 100755
index 00000000..0d232d0a
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diff --git a/bin/retlimflow b/bin/retlimflow
new file mode 100755
index 00000000..339b6751
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diff --git a/bin/setregion b/bin/setregion
new file mode 100755
index 00000000..990e2ce5
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diff --git a/bin/sinmapsi b/bin/sinmapsi
new file mode 100755
index 00000000..5b967125
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diff --git a/bin/slopearea b/bin/slopearea
new file mode 100755
index 00000000..360227d0
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diff --git a/bin/slopearearatio b/bin/slopearearatio
new file mode 100755
index 00000000..7117125e
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diff --git a/bin/slopeavedown b/bin/slopeavedown
new file mode 100755
index 00000000..51a5af27
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diff --git a/bin/streamnet b/bin/streamnet
new file mode 100755
index 00000000..b9ee8da9
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diff --git a/bin/threshold b/bin/threshold
new file mode 100755
index 00000000..653a2d3c
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diff --git a/bin/twi b/bin/twi
new file mode 100755
index 00000000..4f98eda7
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diff --git a/doc/TauDEM53CommandLineGuide.pdf b/doc/TauDEM53CommandLineGuide.pdf
new file mode 100644
index 00000000..b1f36c26
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diff --git a/examples/Logan/LoganOutlet.dbf b/examples/Logan/LoganOutlet.dbf
new file mode 100644
index 00000000..2104aaf6
Binary files /dev/null and b/examples/Logan/LoganOutlet.dbf differ
diff --git a/examples/Logan/LoganOutlet.geojson b/examples/Logan/LoganOutlet.geojson
new file mode 100644
index 00000000..14fa34b4
--- /dev/null
+++ b/examples/Logan/LoganOutlet.geojson
@@ -0,0 +1,8 @@
+{
+"type": "FeatureCollection",
+"name": "LoganOutlet",
+"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:EPSG::26912" } },
+"features": [
+{ "type": "Feature", "properties": { "Id": 0 }, "geometry": { "type": "Point", "coordinates": [ 434791.762310470396187, 4621609.43730350676924 ] } }
+]
+}
diff --git a/examples/Logan/LoganOutlet.sbn b/examples/Logan/LoganOutlet.sbn
new file mode 100644
index 00000000..66f90c62
Binary files /dev/null and b/examples/Logan/LoganOutlet.sbn differ
diff --git a/examples/Logan/LoganOutlet.sbx b/examples/Logan/LoganOutlet.sbx
new file mode 100644
index 00000000..d36ed09b
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diff --git a/examples/Logan/LoganOutlet.shp b/examples/Logan/LoganOutlet.shp
new file mode 100644
index 00000000..b58fc457
Binary files /dev/null and b/examples/Logan/LoganOutlet.shp differ
diff --git a/examples/Logan/LoganOutlet.shp.xml b/examples/Logan/LoganOutlet.shp.xml
new file mode 100644
index 00000000..e02342d7
--- /dev/null
+++ b/examples/Logan/LoganOutlet.shp.xml
@@ -0,0 +1,3 @@
+
+
+2010032714054800TRUE{1C82CCC0-BD2C-4762-A648-F554FBF332A1}\\MOUSE\C$\Scratch\LoganStart\OutletCopywithlongnameerrreadarahjnaknelkfile://\\MOUSE\C$\Scratch\LoganStart\OutletCopywithlongnameerrreadarahjnaknelkLocal Area NetworkDataset copied.C:\Scratch\Logan\Outlet2010032713312800Dataset copied.C:\Scratch\Logan\OutletCopywithlongnameerrreadarahjnaknelk2010032714054800
diff --git a/examples/Logan/LoganOutlet.shx b/examples/Logan/LoganOutlet.shx
new file mode 100644
index 00000000..a219a432
Binary files /dev/null and b/examples/Logan/LoganOutlet.shx differ
diff --git a/examples/Logan/LoganOutlet.wgs.geojson b/examples/Logan/LoganOutlet.wgs.geojson
new file mode 100644
index 00000000..09174bb0
--- /dev/null
+++ b/examples/Logan/LoganOutlet.wgs.geojson
@@ -0,0 +1,8 @@
+{
+"type": "FeatureCollection",
+"name": "LoganOutlet",
+"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
+"features": [
+{ "type": "Feature", "properties": { "Id": 0 }, "geometry": { "type": "Point", "coordinates": [ -111.784228758779406, 41.743629188805421 ] } }
+]
+}
diff --git a/examples/Logan/TauDEMRScript.r b/examples/Logan/TauDEMRScript.r
new file mode 100644
index 00000000..830923f2
--- /dev/null
+++ b/examples/Logan/TauDEMRScript.r
@@ -0,0 +1,172 @@
+# R script to run TauDEM
+
+# Packages used
+# install rgdal
+# install raster
+# install shapefiles
+install.packages("rgdal")
+install.packages("raster")
+install.packages("shapefiles")
+
+# This also assumes that MPICH2 is properly installed on your machine and that TauDEM command line executables exist
+# MPICH2. Obtain from http://www.mcs.anl.gov/research/projects/mpich2/
+# Install following instructions at http://hydrology.usu.edu/taudem/taudem5.0/downloads.html.
+# It is important that you install this from THE ADMINISTRATOR ACCOUNT.
+
+# TauDEM command line executables.
+# If on a PC download from http://hydrology.usu.edu/taudem/taudem5.0/downloads.html
+# The install package will install to c:\program files\taudem or c:\program files (x86)\taudem set a
+# system path. If you want to do this manually you can download the command line executables and place where you wish.
+# If on a different system, download the source code and compile for your system.
+
+library(raster)
+library(shapefiles)
+
+# Set working directory to your location
+setwd("C:/Users/dtarb/Scratch/Logan")
+
+z=raster("logan.tif")
+plot(z)
+
+# Pitremove
+system("mpiexec -n 8 pitremove -z logan.tif -fel loganfel.tif")
+fel=raster("loganfel.tif")
+plot(fel)
+
+
+# D8 flow directions
+system("mpiexec -n 8 D8Flowdir -p loganp.tif -sd8 logansd8.tif -fel loganfel.tif",show.output.on.console=F,invisible=F)
+p=raster("loganp.tif")
+plot(p)
+sd8=raster("logansd8.tif")
+plot(sd8)
+
+# Contributing area
+system("mpiexec -n 8 AreaD8 -p loganp.tif -ad8 loganad8.tif")
+ad8=raster("loganad8.tif")
+plot(log(ad8))
+zoom(log(ad8))
+
+
+# Grid Network
+system("mpiexec -n 8 Gridnet -p loganp.tif -gord logangord.tif -plen loganplen.tif -tlen logantlen.tif")
+gord=raster("logangord.tif")
+plot(gord)
+zoom(gord)
+
+# DInf flow directions
+system("mpiexec -n 8 DinfFlowdir -ang loganang.tif -slp loganslp.tif -fel loganfel.tif",show.output.on.console=F,invisible=F)
+ang=raster("loganang.tif")
+plot(ang)
+slp=raster("loganslp.tif")
+plot(slp)
+
+
+# Dinf contributing area
+system("mpiexec -n 8 AreaDinf -ang loganang.tif -sca logansca.tif")
+sca=raster("logansca.tif")
+plot(log(sca))
+zoom(log(sca))
+
+# Threshold
+system("mpiexec -n 8 Threshold -ssa loganad8.tif -src logansrc.tif -thresh 100")
+src=raster("logansrc.tif")
+plot(src)
+zoom(src)
+
+# a quick R function to write a shapefile
+makeshape.r=function(sname="shape",n=1)
+{
+xy=locator(n=n)
+points(xy)
+
+#Point
+dd <- data.frame(Id=1:n,X=xy$x,Y=xy$y)
+ddTable <- data.frame(Id=c(1),Name=paste("Outlet",1:n,sep=""))
+ddShapefile <- convert.to.shapefile(dd, ddTable, "Id", 1)
+write.shapefile(ddShapefile, sname, arcgis=T)
+}
+
+makeshape.r("ApproxOutlets")
+
+# Move Outlets
+system("mpiexec -n 8 moveoutletstostreams -p loganp.tif -src logansrc.tif -o approxoutlets.shp -om Outlet.shp")
+outpt=read.shp("outlet.shp")
+approxpt=read.shp("ApproxOutlets.shp")
+
+plot(src)
+points(outpt$shp[2],outpt$shp[3],pch=19,col=2)
+points(approxpt$shp[2],approxpt$shp[3],pch=19,col=4)
+
+zoom(src)
+
+
+# Contributing area upstream of outlet
+system("mpiexec -n 8 Aread8 -p loganp.tif -o Outlet.shp -ad8 loganssa.tif")
+ssa=raster("loganssa.tif")
+plot(ssa)
+
+
+# Threshold
+system("mpiexec -n 8 threshold -ssa loganssa.tif -src logansrc1.tif -thresh 2000")
+src1=raster("logansrc1.tif")
+plot(src1)
+zoom(src1)
+
+# Stream Reach and Watershed
+system("mpiexec -n 8 Streamnet -fel loganfel.tif -p loganp.tif -ad8 loganad8.tif -src logansrc1.tif -o outlet.shp -ord loganord.tif -tree logantree.txt -coord logancoord.txt -net logannet.shp -w loganw.tif")
+plot(raster("loganord.tif"))
+zoom(raster("loganord.tif"))
+plot(raster("loganw.tif"))
+
+# Plot streams using stream order as width
+snet=read.shapefile("logannet")
+ns=length(snet$shp$shp)
+for(i in 1:ns)
+{
+ lines(snet$shp$shp[[i]]$points,lwd=snet$dbf$dbf$Order[i])
+}
+
+# Peuker Douglas stream definition
+system("mpiexec -n 8 PeukerDouglas -fel loganfel.tif -ss loganss.tif")
+ss=raster("loganss.tif")
+plot(ss)
+zoom(ss)
+
+# Accumulating candidate stream source cells
+system("mpiexec -n 8 Aread8 -p loganp.tif -o outlet.shp -ad8 loganssa.tif -wg loganss.tif")
+ssa=raster("loganssa.tif")
+plot(ssa)
+
+# Drop Analysis
+system("mpiexec -n 8 Dropanalysis -p loganp.tif -fel loganfel.tif -ad8 loganad8.tif -ssa loganssa.tif -drp logandrp.txt -o outlet.shp -par 5 500 10 0")
+
+# Deduce that the optimal threshold is 300
+# Stream raster by threshold
+system("mpiexec -n 8 Threshold -ssa loganssa.tif -src logansrc2.tif -thresh 300")
+plot(raster("logansrc2.tif"))
+
+# Stream network
+system("mpiexec -n 8 Streamnet -fel loganfel.tif -p loganp.tif -ad8 loganad8.tif -src logansrc2.tif -ord loganord2.tif -tree logantree2.dat -coord logancoord2.dat -net logannet2.shp -w loganw2.tif -o Outlet.shp",show.output.on.console=F,invisible=F)
+
+plot(raster("loganw2.tif"))
+snet=read.shapefile("logannet2")
+ns=length(snet$shp$shp)
+for(i in 1:ns)
+{
+ lines(snet$shp$shp[[i]]$points,lwd=snet$dbf$dbf$Order[i])
+}
+
+# Wetness Index
+system("mpiexec -n 8 SlopeAreaRatio -slp loganslp.tif -sca logansca.tif -sar logansar.tif", show.output.on.console=F, invisible=F)
+sar=raster("logansar.tif")
+wi=sar
+wi[,]=-log(sar[,])
+plot(wi)
+
+# Distance Down
+system("mpiexec -n 8 DinfDistDown -ang loganang.tif -fel loganfel.tif -src logansrc2.tif -m ave v -dd logandd.tif",show.output.on.console=F,invisible=F)
+plot(raster("logandd.tif"))
+
+
+
diff --git a/examples/Logan/logan.aux b/examples/Logan/logan.aux
new file mode 100644
index 00000000..d8fe07e3
Binary files /dev/null and b/examples/Logan/logan.aux differ
diff --git a/examples/Logan/logan.tif b/examples/Logan/logan.tif
new file mode 100644
index 00000000..906eeea5
Binary files /dev/null and b/examples/Logan/logan.tif differ
diff --git a/examples/Logan/logan.tif.xml b/examples/Logan/logan.tif.xml
new file mode 100644
index 00000000..84da1c25
--- /dev/null
+++ b/examples/Logan/logan.tif.xml
@@ -0,0 +1,3 @@
+
+
+{04677E34-8EE2-4BAD-A9B6-854030986096}2010052306561500TRUECalculateStatistics C:\Scratch\Logan\logan.tif 1 1 # C:\Scratch\Logan\logan.tif
diff --git a/examples/Logan/taudem_py_script.py b/examples/Logan/taudem_py_script.py
new file mode 100644
index 00000000..02af4dbe
--- /dev/null
+++ b/examples/Logan/taudem_py_script.py
@@ -0,0 +1,930 @@
+# Python script to run TauDEM
+
+import os
+import sys
+import shutil
+import subprocess
+import inspect
+import json
+
+from os.path import join as _join
+from os.path import split as _split
+from os.path import exists as _exists
+import math
+
+from collections import Counter
+# from pprint import pprint
+
+from osgeo import gdal, ogr, osr
+import utm
+
+import numpy as np
+from scipy.ndimage import label
+
+# import cv2
+
+from wepppy.all_your_base import (
+ read_tif,
+ write_arc,
+ utm_srid,
+ isfloat,
+ GeoTransformer,
+ wgs84_proj4,
+ IS_WINDOWS,
+ NCPU
+)
+
+
+def get_utm_zone(srs):
+ """
+ extracts the utm_zone from an osr.SpatialReference object (srs)
+
+ returns the utm_zone as an int, returns None if utm_zone not found
+ """
+
+ if not isinstance(srs, osr.SpatialReference):
+ raise TypeError('srs is not a osr.SpatialReference instance')
+
+ if srs.IsProjected() != 1:
+ return None
+
+ projcs = srs.GetAttrValue('projcs')
+ assert 'UTM' in projcs
+
+ datum = None
+ if 'NAD83' in projcs:
+ datum = 'NAD83'
+ elif 'WGS84' in projcs:
+ datum = 'WGS84'
+ elif 'NAD27' in projcs:
+ datum = 'NAD27'
+
+ # should be something like NAD83 / UTM zone 11N...
+
+ if '/' in projcs:
+ utm_token = projcs.split('/')[1]
+ else:
+ utm_token = projcs
+ if 'UTM' not in utm_token:
+ return None
+
+ # noinspection PyBroadException
+ try:
+ utm_zone = int(''.join([k for k in utm_token if k in '0123456789']))
+ except Exception:
+ return None
+
+ if utm_zone < 0 or utm_zone > 60:
+ return None
+
+ hemisphere = projcs[-1]
+ return datum, utm_zone, hemisphere
+
+
+# This also assumes that MPICH2 is properly installed on your machine and that TauDEM command line executables exist
+# MPICH2. Obtain from http://www.mcs.anl.gov/research/projects/mpich2/
+# Install following instructions at http://hydrology.usu.edu/taudem/taudem5.0/downloads.html.
+# It is important that you install this from THE ADMINISTRATOR ACCOUNT.
+
+# TauDEM command line executables.
+
+_thisdir = os.path.dirname(__file__)
+_taudem_bin = _join(_thisdir, '../../bin')
+
+assert _exists(_join(_taudem_bin, 'pitremove')), 'Cannot find pitremove'
+assert _exists(_join(_taudem_bin, 'd8flowdir')), 'Cannot find d8flowdir'
+assert _exists(_join(_taudem_bin, 'aread8')), 'Cannot find aread8'
+assert _exists(_join(_taudem_bin, 'threshold')), 'Cannot find threshold'
+assert _exists(_join(_taudem_bin, 'moveoutletstostrm')), 'Cannot find moveoutletstostrm'
+assert _exists(_join(_taudem_bin, 'peukerdouglas')), 'Cannot find peukerdouglas'
+assert _exists(_join(_taudem_bin, 'dropanalysis')), 'Cannot find dropanalysis'
+assert _exists(_join(_taudem_bin, 'streamnet')), 'Cannot find streamnet'
+assert _exists(_join(_taudem_bin, 'dropanalysis')), 'Cannot find dropanalysis'
+
+_TIMEOUT = 60
+
+_USE_MPI = True
+
+
+_outlet_template_geojson = """{{
+"type": "FeatureCollection",
+"name": "Outlet",
+"crs": {{ "type": "name", "properties": {{ "name": "urn:ogc:def:crs:EPSG::{epsg}" }} }},
+"features": [
+{{ "type": "Feature", "properties": {{ "Id": 0 }},
+ "geometry": {{ "type": "Point", "coordinates": [ {easting}, {northing} ] }} }}
+]
+}}"""
+
+
+class TauDEMRunner:
+ """
+ Object oriented abstraction for running TauDEM
+
+ For more infomation on taudem see the manual available here:
+ https://hydrology.usu.edu/taudem/taudem5/documentation.html
+ """
+ def __init__(self, wd, dem, vector_ext='geojson'):
+ """
+ provide a path to a directory to store the taudem files a
+ path to a dem
+ """
+
+ # verify the dem exists
+ if not _exists(wd):
+ raise Exception('working directory "%s" does not exist' % wd)
+
+ self.wd = wd
+
+ # verify the dem exists
+ if not _exists(dem):
+ raise Exception('file "%s" does not exist' % dem)
+
+ self._dem_ext = _split(dem)[-1].split('.')[-1]
+ shutil.copyfile(dem, self._z)
+
+ self._vector_ext = vector_ext
+
+ self.user_outlet = None
+ self.outlet = None
+ self._scratch = {}
+ self._parse_dem()
+
+ def _parse_dem(self):
+ """
+ reads metadata from the dem to get the projection, transform, bounds, resolution, and size
+ """
+ dem = self._z
+
+ # open the dataset
+ ds = gdal.Open(dem)
+
+ # read and verify the num_cols and num_rows
+ num_cols = ds.RasterXSize
+ num_rows = ds.RasterYSize
+
+ if num_cols <= 0 or num_rows <= 0:
+ raise Exception('input is empty')
+
+ # read and verify the _transform
+ _transform = ds.GetGeoTransform()
+
+ if abs(_transform[1]) != abs(_transform[5]):
+ raise Exception('input cells are not square')
+
+ cellsize = abs(_transform[1])
+ ul_x = int(round(_transform[0]))
+ ul_y = int(round(_transform[3]))
+
+ lr_x = ul_x + cellsize * num_cols
+ lr_y = ul_y - cellsize * num_rows
+
+ ll_x = int(ul_x)
+ ll_y = int(lr_y)
+
+ # read the projection and verify dataset is in utm
+ srs = osr.SpatialReference()
+ srs.ImportFromWkt(ds.GetProjectionRef())
+
+ datum, utm_zone, hemisphere = get_utm_zone(srs)
+ if utm_zone is None:
+ raise Exception('input is not in utm')
+
+ # get band
+ band = ds.GetRasterBand(1)
+
+ # get band dtype
+ dtype = gdal.GetDataTypeName(band.DataType)
+
+ if 'float' not in dtype.lower():
+ raise Exception('dem dtype does not contain float data')
+
+ # extract min and max elevation
+ stats = band.GetStatistics(True, True)
+ minimum_elevation = stats[0]
+ maximum_elevation = stats[1]
+
+ # store the relevant variables to the class
+ self.transform = _transform
+ self.num_cols = num_cols
+ self.num_rows = num_rows
+ self.cellsize = cellsize
+ self.ul_x = ul_x
+ self.ul_y = ul_y
+ self.lr_x = lr_x
+ self.lr_y = lr_y
+ self.ll_x = ll_x
+ self.ll_y = ll_y
+ self.datum = datum
+ self.hemisphere = hemisphere
+ self.epsg = utm_srid(utm_zone, datum, hemisphere)
+ self.utm_zone = utm_zone
+ self.srs_proj4 = srs.ExportToProj4()
+ srs.MorphToESRI()
+ self.srs_wkt = srs.ExportToWkt()
+ self.minimum_elevation = minimum_elevation
+ self.maximum_elevation = maximum_elevation
+
+
+ del ds
+
+ def data_fetcher(self, band, dtype=None):
+ if dtype is None:
+ dtype = np.int16
+
+ if band not in self._scratch:
+ _band = getattr(self, '_' + band)
+ self._scratch[band], _, _ = read_tif(_band, dtype=dtype)
+
+ return self._scratch[band]
+
+ def get_elevation(self, easting, northing):
+ z_data = self.data_fetcher('z', dtype=np.float64)
+ x, y = self.utm_to_px(easting, northing)
+
+ return z_data[x, y]
+
+ def utm_to_px(self, easting, northing):
+ """
+ return the utm coords from pixel coords
+ """
+
+ # unpack variables for instance
+ cellsize, num_cols, num_rows = self.cellsize, self.num_cols, self.num_rows
+ ul_x, ul_y, lr_x, lr_y = self.ul_x, self.ul_y, self.lr_x, self.lr_y
+
+ x = int(round((easting - ul_x) / cellsize))
+ y = int(round((northing - ul_y) / -cellsize))
+
+ assert x >= 0 and x < num_rows, x
+ assert y >= 0 and x < num_cols, y
+
+ return x, y
+
+ def longlat_to_pixel(self, long, lat):
+ """
+ return the x,y pixel coords of long, lat
+ """
+
+ # unpack variables for instance
+ cellsize, num_cols, num_rows = self.cellsize, self.num_cols, self.num_rows
+ ul_x, ul_y, lr_x, lr_y = self.ul_x, self.ul_y, self.lr_x, self.lr_y
+
+ # find easting and northing
+ x, y, _, _ = utm.from_latlon(lat, long, self.utm_zone)
+
+ # assert this makes sense with the stored extent
+ assert round(x) >= round(ul_x), (x, ul_x)
+ assert round(x) <= round(lr_x), (x, lr_x)
+ assert round(y) >= round(lr_y), (y, lr_y)
+ assert round(y) <= round(y), (y, ul_y)
+
+ # determine pixel coords
+ _x = int(round((x - ul_x) / cellsize))
+ _y = int(round((ul_y - y) / cellsize))
+
+ # sanity check on the coords
+ assert 0 <= _x < num_cols, str(x)
+ assert 0 <= _y < num_rows, str(y)
+
+ return _x, _y
+
+ def pixel_to_utm(self, x, y):
+ """
+ return the utm coords from pixel coords
+ """
+
+ # unpack variables for instance
+ cellsize, num_cols, num_rows = self.cellsize, self.num_cols, self.num_rows
+ ul_x, ul_y, lr_x, lr_y = self.ul_x, self.ul_y, self.lr_x, self.lr_y
+
+ assert 0 <= x < num_cols
+ assert 0 <= y < num_rows
+
+ easting = ul_x + cellsize * x
+ northing = ul_y - cellsize * y
+
+ return easting, northing
+
+ def longlat_to_utm(self, long, lat):
+ """
+ return the utm coords from longlat coords
+ """
+ wgs2proj_transformer = GeoTransformer(src_proj4=wgs84_proj4, dst_proj4=self.srs_proj4)
+ return wgs2proj_transformer.transform(long, lat)
+
+ def pixel_to_longlat(self, x, y):
+ """
+ return the long/lat (WGS84) coords from pixel coords
+ """
+ easting, northing = self.pixel_to_utm(x, y)
+ proj2wgs_transformer = GeoTransformer(src_proj4=self.srs_proj4, dst_proj4=wgs84_proj4)
+ return proj2wgs_transformer.transform(easting, northing)
+
+ # dem
+ @property
+ def _z(self):
+ return _join(self.wd, 'dem.%s' % self._dem_ext)
+
+ @property
+ def _z_args(self):
+ return ['-z', self._z]
+
+ # fel
+ @property
+ def _fel(self):
+ return _join(self.wd, 'fel.tif')
+
+ @property
+ def _fel_args(self):
+ return ['-fel', self._fel]
+
+ # point
+ @property
+ def _p(self):
+ return _join(self.wd, 'point.tif')
+
+ @property
+ def _p_args(self):
+ return ['-p', self._p]
+
+ # slope d8
+ @property
+ def _sd8(self):
+ return _join(self.wd, 'slope_d8.tif')
+
+ @property
+ def _sd8_args(self):
+ return ['-sd8', self._sd8]
+
+ # area d8
+ @property
+ def _ad8(self):
+ return _join(self.wd, 'area_d8.tif')
+
+ @property
+ def _ad8_args(self):
+ return ['-ad8', self._ad8]
+
+ # stream raster
+ @property
+ def _src(self):
+ return _join(self.wd, 'src.tif')
+
+ @property
+ def _src_args(self):
+ return ['-src', self._src]
+
+ # pk stream reaster
+ @property
+ def _pksrc(self):
+ return _join(self.wd, 'pksrc.tif')
+
+ @property
+ def _pksrc_args(self):
+ return ['-src', self._pksrc]
+
+ # net
+ @property
+ def _net(self):
+ return _join(self.wd, 'net.%s' % self._vector_ext)
+
+ @property
+ def _net_args(self):
+ return ['-net', self._net]
+
+ # user outlet
+ @property
+ def _uo(self):
+ return _join(self.wd, 'user_outlet.%s' % self._vector_ext)
+
+ @property
+ def _uo_args(self):
+ return ['-o', self._uo]
+
+ # outlet
+ @property
+ def _o(self):
+ return _join(self.wd, 'outlet.%s' % self._vector_ext)
+
+ @property
+ def _o_args(self):
+ return ['-o', self._o]
+
+ # stream source
+ @property
+ def _ss(self):
+ return _join(self.wd, 'ss.tif')
+
+ @property
+ def _ss_args(self):
+ return ['-ss', self._ss]
+
+ # ssa
+ @property
+ def _ssa(self):
+ return _join(self.wd, 'ssa.tif')
+
+ @property
+ def _ssa_args(self):
+ return ['-ssa', self._ssa]
+
+ # drop
+ @property
+ def _drp(self):
+ return _join(self.wd, 'drp.txt')
+
+ @property
+ def _drp_args(self):
+ return ['-drp', self._drp]
+
+ # tree
+ @property
+ def _tree(self):
+ return _join(self.wd, 'tree.tsv')
+
+ @property
+ def _tree_args(self):
+ return ['-tree', self._tree]
+
+ # coord
+ @property
+ def _coord(self):
+ return _join(self.wd, 'coord.tsv')
+
+ @property
+ def _coord_args(self):
+ return ['-coord', self._coord]
+
+ # order
+ @property
+ def _ord(self):
+ return _join(self.wd, 'order.tif')
+
+ @property
+ def _ord_args(self):
+ return ['-ord', self._ord]
+
+ # watershed
+ @property
+ def _w(self):
+ return _join(self.wd, 'watershed.tif')
+
+ @property
+ def _w_args(self):
+ return ['-w', self._w]
+
+ # gord
+ @property
+ def _gord(self):
+ return _join(self.wd, 'gord.tif')
+
+ @property
+ def _gord_args(self):
+ return ['-gord', self._gord]
+
+ # plen
+ @property
+ def _plen(self):
+ return _join(self.wd, 'plen.tif')
+
+ @property
+ def _plen_args(self):
+ return ['-plen', self._plen]
+
+ # tlen
+ @property
+ def _tlen(self):
+ return _join(self.wd, 'tlen.tif')
+
+ @property
+ def _tlen_args(self):
+ return ['-tlen', self._tlen]
+
+ # subwta
+ @property
+ def _subwta(self):
+ return _join(self.wd, 'subwta.tif')
+
+ # subprocess methods
+
+ @property
+ def _mpi_args(self):
+ global _USE_MPI
+
+ if _USE_MPI:
+ return ['mpiexec', '-n', NCPU]
+ else:
+ return []
+
+ def _sys_call(self, cmd, verbose=True, intent_in=None, intent_out=None):
+ # verify inputs exist
+ if intent_in is not None:
+ for product in intent_in:
+ assert _exists(product)
+
+ # delete outputs if they exist
+ if intent_out is not None:
+ for product in intent_out:
+ if _exists(product):
+ os.remove(product)
+
+ cmd = [str(v) for v in cmd]
+ caller = inspect.stack()[1].function
+ log = _join(self.wd, caller + '.log')
+ _log = open(log, 'w')
+
+ if verbose:
+ print(caller, cmd)
+
+ p = subprocess.Popen(cmd, stdin=subprocess.PIPE, stdout=_log, stderr=_log)
+ p.wait()
+ _log.close()
+
+ if intent_out is None:
+ return
+
+ for product in intent_out:
+ if not _exists(product):
+ raise Exception('{} Failed: {} does not exist. See {}'.format(caller, product, log))
+
+ os.remove(log)
+
+ @property
+ def __pitremove(self):
+ return self._mpi_args + [_join(_taudem_bin, 'pitremove')]
+
+ @property
+ def __d8flowdir(self):
+ return self._mpi_args + [_join(_taudem_bin, 'd8flowdir')]
+
+ @property
+ def __aread8(self):
+ return self._mpi_args + [_join(_taudem_bin, 'aread8')]
+
+ @property
+ def __gridnet(self):
+ return self._mpi_args + [_join(_taudem_bin, 'gridnet')]
+
+ @property
+ def __threshold(self):
+ return self._mpi_args + [_join(_taudem_bin, 'threshold')]
+
+ @property
+ def __moveoutletstostrm(self):
+ return self._mpi_args + [_join(_taudem_bin, 'moveoutletstostrm')]
+
+ @property
+ def __peukerdouglas(self):
+ return self._mpi_args + [_join(_taudem_bin, 'peukerdouglas')]
+
+ @property
+ def __dropanalysis(self):
+ return self._mpi_args + [_join(_taudem_bin, 'dropanalysis')]
+
+ @property
+ def __streamnet(self):
+ return self._mpi_args + [_join(_taudem_bin, 'streamnet')]
+
+ @property
+ def __gagewatershed(self):
+ return self._mpi_args + [_join(_taudem_bin, 'gagewatershed')]
+
+ # TauDEM wrapper methods
+
+ def run_pitremove(self):
+ """
+ This function takes as input an elevation data grid and outputs a hydrologically correct elevation grid file
+ with pits filled, using the flooding algorithm.
+
+ in: dem
+ out: fel
+ """
+ self._sys_call(self.__pitremove + self._z_args + self._fel_args,
+ intent_in=(self._z,),
+ intent_out=(self._fel,))
+
+ def run_d8flowdir(self):
+ """
+ This function takes as input the hydrologically correct elevation grid and outputs D8 flow direction and slope
+ for each grid cell. In flat areas flow directions are assigned away from higher ground and towards lower ground
+ using the method of Garbrecht and Martz (Garbrecht and Martz, 1997).
+
+ in: fel
+ out: point, slope_d8
+ """
+ self._sys_call(self.__d8flowdir + self._fel_args + self._p_args + self._sd8_args,
+ intent_in=(self._fel,),
+ intent_out=(self._sd8, self._p))
+
+ def run_aread8(self, no_edge_contamination_checking=False):
+ """
+ This function takes as input a D8 flow directions file and outputs the contributing area. The result is the
+ number of grid cells draining through each grid cell. The optional command line argument for the outlet
+ shapefile results in only the area contributing to outlet points in the shapefile being calculated. The optional
+ weight grid input results in the output being the accumulation (sum) of the weights from upstream grid cells
+ draining through each grid cell. By default the program checks for edge contamination. The edge contamination
+ checking may be overridden with the optional command line.
+
+ in: point
+ out: area_d8
+ """
+ self._sys_call(self.__aread8 + self._p_args + self._ad8_args + ([], ['-nc'])[no_edge_contamination_checking],
+ intent_in=(self._p,),
+ intent_out=(self._ad8,))
+
+ def run_gridnet(self):
+ """
+ in: p
+ out: gord, plen, tlen
+ """
+ self._sys_call(self.__gridnet + self._p_args + self._gord_args + self._plen_args + self._tlen_args,
+ intent_in=(self._p,),
+ intent_out=(self._gord, self._plen, self._tlen))
+
+ def _run_threshold(self, ssa, src, threshold=1000):
+ """
+ This function operates on any grid and outputs an indicator (1,0) grid of grid cells that have values >= the
+ input threshold. The standard use is to threshold an accumulated source area grid to determine a stream raster.
+ There is an option to include a mask input to replicate the functionality for using the sca file as an edge
+ contamination mask. The threshold logic should be src = ((ssa >= thresh) & (mask >=0)) ? 1:0
+
+ in: ssa
+ out: src
+ """
+ self._sys_call(self.__threshold + ['-ssa', ssa, '-src', src, '-thresh', threshold],
+ intent_in=(ssa,),
+ intent_out=(src,))
+
+ def run_src_threshold(self, threshold=1000):
+ self._run_threshold(ssa=self._ad8, src=self._src, threshold=threshold)
+
+ def _make_outlet(self, long=None, lat=None, dst=None, easting=None, northing=None):
+ assert dst is not None
+
+ if long is not None and lat is not None:
+ easting, northing = self.longlat_to_utm(long=long, lat=lat)
+
+ assert isfloat(easting), easting
+ assert isfloat(northing), northing
+
+ with open(dst, 'w') as fp:
+ fp.write(_outlet_template_geojson.format(epsg=self.epsg, easting=easting, northing=northing))
+
+ assert _exists(dst), dst
+ return dst
+
+ def run_moveoutletstostrm(self, long, lat):
+ """
+ This function finds the closest channel location to the requested location
+
+ :param long: requested longitude
+ :param lat: requested latitude
+ """
+ self.user_outlet = long, lat
+ self._make_outlet(long=long, lat=lat, dst=self._uo)
+ self._sys_call(self.__moveoutletstostrm + self._p_args + self._src_args + ['-o', self._uo] + ['-om', self._o],
+ intent_in=(self._p, self._src, self._uo),
+ intent_out=(self._o,))
+
+ with open(self._o) as fp:
+ js = json.load(fp)
+
+ o_e, o_n = js['features'][0]['geometry']['coordinates']
+ proj2wgs_transformer = GeoTransformer(src_proj4=self.srs_proj4, dst_proj4=wgs84_proj4)
+ self.outlet = proj2wgs_transformer.transform(x=o_e, y=o_n)
+
+ def run_peukerdouglas(self, center_weight=0.4, side_weight=0.1, diagonal_weight=0.05):
+ """
+ This function operates on an elevation grid and outputs an indicator (1,0) grid of upward curved grid cells
+ according to the Peuker and Douglas algorithm. This is to be based on code in tardemlib.cpp/source.
+
+ in: fel
+ out: ss
+ """
+ self._sys_call(self.__peukerdouglas + self._fel_args + self._ss_args +
+ ['-par', center_weight, side_weight, diagonal_weight],
+ intent_in=(self._fel,),
+ intent_out=(self._ss,))
+
+ @property
+ def drop_analysis_threshold(self):
+ """
+ Reads the drop table and extracts the optimal value
+
+ :return: optimimum threshold value from drop table
+ """
+ with open(self._drp) as fp:
+ lines = fp.readlines()
+
+ last = lines[-1]
+
+ assert 'Optimum Threshold Value:' in last, '\n'.join(lines)
+ return float(last.replace('Optimum Threshold Value:', '').strip())
+
+ def run_peukerdouglas_stream_delineation(self, threshmin=5, threshmax=500, nthresh=10, steptype=0, threshold=None):
+ """
+
+ :param threshmin:
+ :param threshmax:
+ :param nthresh:
+ :param steptype:
+ :param threshold:
+
+ in: p, o, ss
+ out:
+ """
+ self._sys_call(self.__aread8 + self._p_args + self._o_args + ['-ad8', self._ssa] + ['-wg', self._ss],
+ intent_in=(self._p, self._o, self._ss),
+ intent_out=(self._ssa,))
+
+ self._sys_call(self.__dropanalysis + self._p_args + self._fel_args +
+ self._ad8_args + self._ssa_args + self._drp_args +
+ self._o_args + ['-par', threshmin, threshmax, nthresh, steptype],
+ intent_in=(self._p, self._fel, self._ad8, self._o, self._ssa),
+ intent_out=(self._drp,))
+
+ if threshold is None:
+ threshold = self.drop_analysis_threshold
+
+ self._run_threshold(self._ssa, self._pksrc, threshold=threshold)
+
+ def run_streamnet(self, single_watershed=False):
+ """
+ in: fel, p, ad8, pksrc, o
+ out: w, ord, tree, net, coors
+ """
+ self._sys_call(self.__streamnet + self._fel_args + self._p_args + self._ad8_args +
+ self._pksrc_args + self._o_args + self._ord_args + self._tree_args + self._net_args +
+ self._coord_args + self._w_args + ([], ['-sw'])[single_watershed],
+ intent_in=(self._fel, self._p, self._ad8, self._pksrc, self._o),
+ intent_out=(self._w, self._ord, self._tree, self._net, self._coord))
+
+ def _run_gagewatershed(self, **kwargs):
+ """
+ in: p
+ out: gw
+ """
+ long = kwargs.get('long', None)
+ lat = kwargs.get('lat', None)
+ easting = kwargs.get('easting', None)
+ northing = kwargs.get('northing', None)
+ dst = kwargs.get('dst', None)
+
+ point = self._make_outlet(long=long, lat=lat, easting=easting, northing=northing, dst=dst[:-4] + '.geojson')
+ self._sys_call(self.__gagewatershed + self._p_args + ['-o', point] + ['-gw', dst],
+ intent_in=(point, self._p),
+ intent_out=(dst,))
+
+ def _create_prj(self, fname):
+ """
+ Create a PRJ for a topaz resource based on dem's projection
+ """
+ fname = fname.replace('.arc', '.prj')
+
+ if _exists(fname):
+ os.remove(fname)
+
+ fid = open(fname, 'w')
+ fid.write(self.srs_wkt)
+ fid.close()
+
+ return True
+
+ def run_subcatchment_delineation(self):
+ """
+ in: pksrc, net,
+ out: subwta
+ :return:
+ """
+
+ w_data = self.data_fetcher('w', dtype=np.int32)
+ src_data = self.data_fetcher('pksrc', dtype=np.int32)
+
+ subwta = np.zeros(w_data.shape, dtype=np.uint16)
+
+ with open(self._net) as fp:
+ js = json.load(fp)
+
+ for _pass in range(2):
+ for feature in js['features']:
+ catchment_id = feature['properties']['WSNO']
+ coords = feature['geometry']['coordinates']
+ uslinkn01 = feature['properties']['USLINKNO1']
+ uslinkn02 = feature['properties']['USLINKNO2']
+ end_node = uslinkn01 == -1 and uslinkn02 == -1
+
+ if end_node:
+ if _pass == 1:
+ continue # this has already been processed
+
+ else:
+ if _pass == 0:
+ continue # don't process non end nodes on the first pass
+
+ first = coords[0]
+ last = coords[-1]
+
+ z_first = self.get_elevation(easting=first[0], northing=first[1])
+ z_last = self.get_elevation(easting=last[0], northing=last[1])
+
+ if z_first > z_last:
+ top = first
+ else:
+ top = last
+
+ # need a mask for the side subcatchments
+ catchment_data = np.zeros(w_data.shape, dtype=np.int32)
+ catchment_data[np.where(w_data == catchment_id)] = 1
+
+ if end_node:
+ gw = _join(self.wd, 'wsno_%05i.tif' % catchment_id)
+ self._run_gagewatershed(easting=top[0], northing=top[1], dst=gw)
+
+ gw_data, _, _ = read_tif(gw, dtype=np.int16) # gage watershed cells are 0 in the drainage area
+ gw_data += 1
+ gw_data = np.clip(gw_data, 0, 1)
+
+ # don't allow gw to extend beyond catchment
+ gw_data *= catchment_data
+
+ # identify top subcatchment cells
+ gw_indx = np.where(gw_data == 1)
+
+ # copy the top subcatchment to the subwta raster
+ subwta[gw_indx] = int(str(catchment_id) + '1')
+
+ os.remove(gw)
+ os.remove(gw[:-4] + '.geojson')
+
+ # remove end subcatchments from the catchment mask
+ catchment_data[np.where(subwta != 0)] = 0
+
+ # remove channels from catchment mask
+ catchment_data -= src_data
+ catchment_data = np.clip(catchment_data, a_min=0, a_max=1)
+ indx, indy = np.where(catchment_data == 1)
+
+ # the whole catchment drains through the top of the channel
+ if len(indx) == 0:
+ continue
+
+ # we are going to crop the catchment for scipy.ndimage.label. It is really slow otherwise
+ # to do this we identify the bounds and then add a pad
+ pad = 1
+ x0, xend = np.min(indx), np.max(indx)
+ if x0 >= pad:
+ x0 -= pad
+ if xend < self.num_cols - pad:
+ xend += pad
+
+ y0, yend = np.min(indy), np.max(indy)
+
+ if y0 >= pad:
+ y0 -= pad
+ if yend < self.num_rows - pad:
+ yend += pad
+
+ # crop to just the side channel catchments
+ _catchment_data = catchment_data[x0:xend, y0:yend]
+
+ # use scipy.ndimage.label to identify side subcatchments
+ subcatchment_data, n_labels = label(_catchment_data)
+
+ # isolated pixels in the channel can get misidentified as subcatchments
+ # this gets rid of those
+ subcatchment_data -= src_data[x0:xend, y0:yend]
+
+ for i in range(n_labels):
+ indxx, indyy = np.where(subcatchment_data == i + 1)
+
+ if len(indxx) < 5:
+ continue
+
+ subwta[x0:xend, y0:yend][indxx, indyy] = int(str(catchment_id) + str(i+2))
+
+ driver = gdal.GetDriverByName('GTiff')
+ dst_ds = driver.Create(self._subwta, xsize=subwta.shape[0], ysize=subwta.shape[1],
+ bands=1, eType=gdal.GDT_UInt16, options=['COMPRESS=LZW', 'PREDICTOR=2'])
+ dst_ds.SetGeoTransform(self.transform)
+ dst_ds.SetProjection(self.srs_wkt)
+ band = dst_ds.GetRasterBand(1)
+ band.WriteArray(subwta.T)
+ band.SetNoDataValue(0)
+ dst_ds = None
+
+if __name__ == "__main__":
+ wd = _join(_thisdir, 'test')
+ dem = _join(_thisdir, 'dem.tif')
+
+ taudem = TauDEMRunner(wd=wd, dem=dem)
+ taudem.run_pitremove()
+ taudem.run_d8flowdir()
+ taudem.run_aread8()
+ taudem.run_gridnet()
+ taudem.run_src_threshold()
+ taudem.run_moveoutletstostrm(long=-120.1652, lat=39.1079)
+ taudem.run_peukerdouglas()
+ taudem.run_peukerdouglas_stream_delineation(threshold=10)
+ taudem.run_streamnet()
+ taudem.run_subcatchment_delineation()
diff --git a/examples/Logan/test/area_d8.tif b/examples/Logan/test/area_d8.tif
new file mode 100644
index 00000000..ff4f8aa0
Binary files /dev/null and b/examples/Logan/test/area_d8.tif differ
diff --git a/examples/Logan/test/coord.tsv b/examples/Logan/test/coord.tsv
new file mode 100644
index 00000000..af5a0760
--- /dev/null
+++ b/examples/Logan/test/coord.tsv
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diff --git a/examples/Logan/test/tlen.tif b/examples/Logan/test/tlen.tif
new file mode 100644
index 00000000..1d63a3d3
Binary files /dev/null and b/examples/Logan/test/tlen.tif differ
diff --git a/examples/Logan/test/tree.tsv b/examples/Logan/test/tree.tsv
new file mode 100644
index 00000000..daa3cac1
--- /dev/null
+++ b/examples/Logan/test/tree.tsv
@@ -0,0 +1,99 @@
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diff --git a/examples/Logan/test/user_outlet.geojson b/examples/Logan/test/user_outlet.geojson
new file mode 100644
index 00000000..1ecb7670
--- /dev/null
+++ b/examples/Logan/test/user_outlet.geojson
@@ -0,0 +1,9 @@
+{
+"type": "FeatureCollection",
+"name": "Outlet",
+"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:EPSG::26912" } },
+"features": [
+{ "type": "Feature", "properties": { "Id": 0 },
+ "geometry": { "type": "Point", "coordinates": [ 434791.76231047, 4621609.43730351 ] } }
+]
+}
\ No newline at end of file
diff --git a/examples/Logan/test/watershed.tif b/examples/Logan/test/watershed.tif
new file mode 100644
index 00000000..639adb88
Binary files /dev/null and b/examples/Logan/test/watershed.tif differ