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Create constant infiltration rates based on lulc and reclass_table #103
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a9d980e
Create constant infiltration rates based on lulc and reclass_table
roeldegoede 9ab8b6f
add pull-request nr to changelog
roeldegoede 990cdea
small fixes
DirkEilander 98ccc28
reclass table should always be provided for infiltration
roeldegoede edbeb40
Merge branch 'main' into enh-infiltration_based_on_lulc
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -972,31 +972,34 @@ def setup_constant_infiltration( | |
bbox=self.mask.raster.transform_bounds(4326), | ||
buffer=10, | ||
) | ||
da_inf = da_inf.raster.mask_nodata() # set nodata to nan | ||
elif lulc is not None: | ||
# landuse/landcover should always be combined with mapping | ||
if reclass_table is None and isinstance(lulc, str): | ||
reclass_table = join(DATADIR, "qinf", f"{lulc}_mapping.csv") | ||
if ( | ||
not os.path.isfile(reclass_table) | ||
and reclass_table not in self.data_catalog | ||
): | ||
raise IOError(f"Infiltration mapping file not found: {reclass_table}") | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This doesn't work if reclass_table is a pandas DataFrame |
||
reclass_table = join(DATADIR, "lulc", f"{lulc}_mapping.csv") | ||
if reclass_table is None: | ||
raise IOError( | ||
f"Infiltration mapping file should be provided for {lulc}" | ||
) | ||
da_lulc = self.data_catalog.get_rasterdataset( | ||
lulc, | ||
bbox=self.mask.raster.transform_bounds(4326), | ||
buffer=10, | ||
variables=["lulc"], | ||
) | ||
df_map = self.data_catalog.get_dataframe(reclass_table, index_col=0) | ||
df_map = self.data_catalog.get_dataframe( | ||
reclass_table, | ||
variables=["qinf"], | ||
index_col=0, # driver kwargs | ||
) | ||
# reclassify | ||
da_inf = da_lulc.raster.reclassify(df_map[["qinf"]])["qinf"] | ||
da_inf = da_lulc.raster.reclassify(df_map)["qinf"] | ||
else: | ||
raise ValueError( | ||
"Either qinf or lulc must be provided when setting up constant infiltration." | ||
) | ||
|
||
# reproject infiltration data to model grid | ||
da_inf = da_inf.raster.mask_nodata() # set nodata to nan | ||
da_inf = da_inf.raster.reproject_like(self.mask, method=reproj_method) | ||
|
||
# check on nan values | ||
|
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I changed this to point the the "data/lulc" folder. Should we also modify the tables in there to contain a qinf column?