params.yaml

unmixing_region: 'ethiopia'

rainfall_cluster: False
rainfall_cluster_plotting: False

spectral_unmixing: False
calc_new_abundance_map: False
unmixing_method: 'fcls'
num_samples: 20000 #20000
num_clusters: 1000 #1000
pca_components: 4

calculate_new_endmembers: False
plotting_endmembers: True
outphase_endmember_type: 'single' # either single or double

irrig_prediction: True
prediction_method: endmember # either endmember or baseline
baseline_prediction_shift: False
equal_training_fracs: True
train_size: 0.8
train_region: 'both' #either fresno, amhara, catalonia; both = fresno + amhara
test_region:  'catalonia' #either fresno or amhara


base_dir: '/Volumes/sel_external/vegetation_detection'
evi_img_filename: 'evi_{}_16day_2017001_2020001_250m.tif'

start_month_year: '01-2017'
end_month_year: '12-2019'

amhara_epsg: 32637
ethiopia_epsg: 32637
uganda_epsg: 32636
fresno_epsg: 32610
catalonia_epsg: 32631

ethiopia_rainfall_nclusters: 3
amhara_rainfall_nclusters: 1
catalonia_rainfall_nclusters: 1
uganda_rainfall_nclusters: 2
fresno_rainfall_nclusters: 1


shuffle: True
random_seed: 7