pantierra/efast-phenocam-validation
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This commit is contained in:
Felix Delattre 2026-04-15 18:29:17 +02:00
parent db14a71228
commit bc7830822b
1 changed files with 25 additions and 20 deletions
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45
run.py
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@ -4,9 +4,10 @@ from postprocessing import (
post_process_all_itb_scenarios, post_process_all_itb_scenarios,
post_process_timeseries, post_process_timeseries,
) )
from acquisition_s2 import download_s2
from acquisition_s3 import download_s3 # from acquisition_s2 import download_s2
from acquisition_phenocam import download_phenocam # from acquisition_s3 import download_s3
# from acquisition_phenocam import download_phenocam
from preselection import create_timeseries from preselection import create_timeseries
from preparation import ( from preparation import (
prepare_s2, prepare_s2,
@ -26,33 +27,37 @@ def run_pipeline(season, site_position, site_name):
# download_s3(season, site_position, site_name) # download_s3(season, site_position, site_name)
# download_phenocam(season, site_position, site_name) # download_phenocam(season, site_position, site_name)
# print(f"Creating preselection timeseries: {site_name}, {season}") print(f"Creating preselection timeseries: {site_name}, {season}")
# create_timeseries(season, site_position, site_name) create_timeseries(season, site_position, site_name)
# print(f"Preparing S2 and S3 for fusion: {site_name}, {season}") print(f"Preparing S2 and S3 for fusion: {site_name}, {season}")
# for strategy in ["aggressive", "nonaggressive"]: for strategy in ["aggressive", "nonaggressive"]:
# prepare_s2(season, site_position, site_name, cleaning_strategy=strategy) prepare_s2(season, site_position, site_name, cleaning_strategy=strategy)
# prepare_s3(season, site_position, site_name, cleaning_strategy=strategy) prepare_s3(season, site_position, site_name, cleaning_strategy=strategy)
# print(f"Running EFAST fusion for all scenarios: {site_name}, {season}") print(f"Running EFAST fusion for all scenarios: {site_name}, {season}")
# run_all_efast_scenarios(season, site_position, site_name) run_all_efast_scenarios(season, site_position, site_name)
# Index-then-Blend (ItB): GCC stacks, EFAST fusion with product=GCC print(f"Index-then-Blend (ItB): {site_name}, {season}")
# for strategy in ["aggressive", "nonaggressive"]: for strategy in ["aggressive", "nonaggressive"]:
# prepare_s2_gcc_for_itb(season, site_position, site_name, cleaning_strategy=strategy) prepare_s2_gcc_for_itb(
# prepare_s3_gcc_for_itb(season, site_position, site_name, cleaning_strategy=strategy) season, site_position, site_name, cleaning_strategy=strategy
# run_all_efast_itb_scenarios(season, site_position, site_name) )
# post_process_all_itb_scenarios(season, site_position, site_name) prepare_s3_gcc_for_itb(
season, site_position, site_name, cleaning_strategy=strategy
)
run_all_efast_itb_scenarios(season, site_position, site_name)
post_process_all_itb_scenarios(season, site_position, site_name)
print(f"Creating prepared/fusion timeseries: {site_name}, {season}") print(f"Creating prepared/fusion timeseries: {site_name}, {season}")
create_prepared_fusion_timeseries(season, site_position, site_name) create_prepared_fusion_timeseries(season, site_position, site_name)
print(f"Post-processing: {site_name}, {season}") print(f"Post-processing (crop): {site_name}, {season}")
# post_process_all_scenarios(season, site_position, site_name) post_process_all_scenarios(season, site_position, site_name)
post_process_timeseries(season, site_position, site_name) post_process_timeseries(season, site_position, site_name)
print(f"Calculating metrics: {site_name}, {season}") print(f"Calculating metrics: {site_name}, {season}")
# calculate_all_metrics(season, site_name, site_position) calculate_all_metrics(season, site_name, site_position)
except Exception as e: except Exception as e:
print(f"Error: {e}") print(f"Error: {e}")