GitHub - anjaroesel/modis-mpf: Melt pond retrievals based on MODIS observations

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Melt pond retrievals based on MODIS observations

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
LICENSE.txt		LICENSE.txt
execute_reproj_via_shell.sh		execute_reproj_via_shell.sh
gmttools.py		gmttools.py
melt_pond_processing_daily.py		melt_pond_processing_daily.py
melt_pond_processing_weekly.py		melt_pond_processing_weekly.py
melt_pond_processing_weekly.py~		melt_pond_processing_weekly.py~
modisread.py		modisread.py
mosaicMOD09.py		mosaicMOD09.py
mosaicMOD09GA.py		mosaicMOD09GA.py
mosaicMOD09GA_for_valid.py		mosaicMOD09GA_for_valid.py
mp_regrid_new_grid_incl_cloudmasking.py		mp_regrid_new_grid_incl_cloudmasking.py
net5neu.data		net5neu.data
neural_net_applyMOD09.py		neural_net_applyMOD09.py
neural_net_applyMOD09GA.py		neural_net_applyMOD09GA.py
neural_net_train_3_klasses_multiple_surfaces.py		neural_net_train_3_klasses_multiple_surfaces.py
neural_net_train_4_klasses_MOD09.py		neural_net_train_4_klasses_MOD09.py
neural_net_train_MOD09.py		neural_net_train_MOD09.py
plot_AMSRE_MODIS_IC.py		plot_AMSRE_MODIS_IC.py
plot_AMSRE_MODIS_IC_timeseries.py		plot_AMSRE_MODIS_IC_timeseries.py
plot_mp_2007_2011_with_isolinie.py		plot_mp_2007_2011_with_isolinie.py
plot_mp_singleplot.py		plot_mp_singleplot.py
plot_one_year_ic_on_one_page.py		plot_one_year_ic_on_one_page.py
plot_one_year_mp_on_one_page_masked.py		plot_one_year_mp_on_one_page_masked.py
polar_projection.py		polar_projection.py
read_MOD09A1_2grd_snow.py		read_MOD09A1_2grd_snow.py
read_MOD09GA_2grd_snow.py		read_MOD09GA_2grd_snow.py
readme.txt		readme.txt
readme.txt~		readme.txt~
sattools.py		sattools.py
validation_hotrax2005.py		validation_hotrax2005.py
validation_meltex.py		validation_meltex.py
validation_meltex_4_7_6_v7_ice_c.py		validation_meltex_4_7_6_v7_ice_c.py
validation_meltex_4and7_6_v2.py		validation_meltex_4and7_6_v2.py
validation_nsidc2000.py		validation_nsidc2000.py
validation_nsidc2000_2001.py		validation_nsidc2000_2001.py
validation_nsidc2000_2001_unscaled.py		validation_nsidc2000_2001_unscaled.py
validation_nsidc2006_2008.py		validation_nsidc2006_2008.py
validation_polarstern2001.py		validation_polarstern2001.py
validation_polarstern2004.py		validation_polarstern2004.py
validation_polarstern2007.py		validation_polarstern2007.py
zeitreihe_5masked.py		zeitreihe_5masked.py

Repository files navigation

Meltpond detection from MODIS MOD09 data:

1. Download data
2. shell skript: execute_reproj_via_shell.sh to do reprojection of hdf tiles....
3. Use read_MOD09XX_2grd_snow.py to create netcdfs
4. Use mosaicMOD09.py to create Mosaics
5. Use neural_net_applyMOD09.py  to apply ANN
6. Use mp_regrid.... to grid it to 12.5 km.....

for validation
all programms starting with validation.....

for time series analysis:
most recent: zeitreihe_5masked.py