Ethiopia LCLUC

Ethiopia LCLUC using WorldView imagery

Objectives

• LCLUC utilizing random forest algorithm
• LCLUC utilizing XGBoost algorithm
• LCLUC utilizing CNN algorithm

Data Catalog

• Project Location: /explore/nobackup/projects/ilab/projects/Ethiopia/LCLUC_Ethiopia
• Full Domain Data Location: /adapt/nobackup/people/mwooten3/Ethiopia_Woubet/VHR
• Gonji Subset Data Location: /adapt/nobackup/people/walemu/NASA_NPP/CRPld_Map_Pred_and_Forec/EVHR/Gonji_Subset/5-toas

Container

module load singularity
singularity build --sandbox nccs-lcluc docker://gitlab.nccs.nasa.gov:5050/nccs-lcluc/alaska-lcluc/nccs-lcluc

Using the container

singularity shell -B /att,/lscratch/jacaraba:/tmp --nv nccs-lcluc
source activate rapids

singularity shell --nv -B /lscratch,/explore/nobackup/projects/ilab,/explore/nobackup/projects/3sl,/explore/nobackup/people /lscratch/jacaraba/container/tensorflow-caney export PYTHONPATH="/explore/nobackup/people/jacaraba/development/tensorflow-caney:/explore/nobackup/people/jacaraba/development/ethiopia_lcluc_tensorflow"