pantierra/efast-phenocam-validation
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity

foo

Browse source
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
Download patch file Download diff file Expand all files Collapse all files

45
run.py
View file

@ -4,9 +4,10 @@ from postprocessing import (
post_process_all_itb_scenarios,
post_process_timeseries,
)
from acquisition_s2 import download_s2
from acquisition_s3 import download_s3
from acquisition_phenocam import download_phenocam
# from acquisition_s2 import download_s2
# from acquisition_s3 import download_s3
# from acquisition_phenocam import download_phenocam
from preselection import create_timeseries
from preparation import (
prepare_s2,
@ -26,33 +27,37 @@ def run_pipeline(season, site_position, site_name):
# download_s3(season, site_position, site_name)
# download_phenocam(season, site_position, site_name)
# print(f"Creating preselection timeseries: {site_name}, {season}")
# create_timeseries(season, site_position, site_name)
print(f"Creating preselection timeseries: {site_name}, {season}")
create_timeseries(season, site_position, site_name)
# print(f"Preparing S2 and S3 for fusion: {site_name}, {season}")
# for strategy in ["aggressive", "nonaggressive"]:
# prepare_s2(season, site_position, site_name, cleaning_strategy=strategy)
# prepare_s3(season, site_position, site_name, cleaning_strategy=strategy)
print(f"Preparing S2 and S3 for fusion: {site_name}, {season}")
for strategy in ["aggressive", "nonaggressive"]:
prepare_s2(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}")
# run_all_efast_scenarios(season, site_position, site_name)
print(f"Running EFAST fusion for all scenarios: {site_name}, {season}")
run_all_efast_scenarios(season, site_position, site_name)
# Index-then-Blend (ItB): GCC stacks, EFAST fusion with product=GCC
# for strategy in ["aggressive", "nonaggressive"]:
# prepare_s2_gcc_for_itb(season, site_position, site_name, cleaning_strategy=strategy)
# 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"Index-then-Blend (ItB): {site_name}, {season}")
for strategy in ["aggressive", "nonaggressive"]:
prepare_s2_gcc_for_itb(
season, site_position, site_name, cleaning_strategy=strategy
)
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}")
create_prepared_fusion_timeseries(season, site_position, site_name)
print(f"Post-processing: {site_name}, {season}")
# post_process_all_scenarios(season, site_position, site_name)
print(f"Post-processing (crop): {site_name}, {season}")
post_process_all_scenarios(season, site_position, site_name)
post_process_timeseries(season, site_position, site_name)
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:
print(f"Error: {e}")