pantierra/efast-phenocam-validation
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four scenarios.

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This commit is contained in:
Felix Delattre 2026-02-08 20:59:34 +01:00
parent 46df3be8e7
commit 903bdc2598
6 changed files with 136 additions and 83 deletions
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44
generate_indexes.py
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@ -235,16 +235,18 @@ def generate_ndvi_post_process(season, site_position, site_name):
def create_ndvi_timeseries_post_process(season, site_position, site_name):
for source in ["s2", "s3"]:
input_dir = Path(f"data/{site_name}/{season}/processed/{source}/")
output_dir = Path(f"data/{site_name}/{season}/processed/ndvi/{source}/")
_create_timeseries_for_dir(
input_dir, output_dir, site_position, f"POST-PROCESS-{source.upper()}"
)
input_dir = Path(f"data/{site_name}/{season}/processed/fusion/")
output_dir = Path(f"data/{site_name}/{season}/processed/ndvi/fusion/")
_create_timeseries_for_dir(input_dir, output_dir, site_position, "POST-PROCESS-FUSION")
for strategy in ["aggressive", "nonaggressive"]:
for sigma in [20, 30]:
processed_dir = f"processed_{strategy}_sigma{sigma}"
for source in ["s2", "s3"]:
input_dir = Path(f"data/{site_name}/{season}/{processed_dir}/{source}/")
output_dir = Path(f"data/{site_name}/{season}/{processed_dir}/ndvi/{source}/")
_create_timeseries_for_dir(
input_dir, output_dir, site_position, f"POST-PROCESS-{source.upper()}-{strategy}-σ{sigma}"
)
input_dir = Path(f"data/{site_name}/{season}/{processed_dir}/fusion/")
output_dir = Path(f"data/{site_name}/{season}/{processed_dir}/ndvi/fusion/")
_create_timeseries_for_dir(input_dir, output_dir, site_position, f"POST-PROCESS-FUSION-{strategy}-σ{sigma}")
def _calculate_and_write_gcc(input_file, output_file):
@ -434,13 +436,15 @@ def generate_gcc_post_process(season, site_position, site_name):
def create_gcc_timeseries_post_process(season, site_position, site_name):
for source in ["s2", "s3"]:
input_dir = Path(f"data/{site_name}/{season}/processed/{source}/")
output_dir = Path(f"data/{site_name}/{season}/processed/gcc/{source}/")
_create_gcc_timeseries_for_dir(
input_dir, output_dir, site_position, f"POST-PROCESS-{source.upper()}"
)
input_dir = Path(f"data/{site_name}/{season}/processed/fusion/")
output_dir = Path(f"data/{site_name}/{season}/processed/gcc/fusion/")
_create_gcc_timeseries_for_dir(input_dir, output_dir, site_position, "POST-PROCESS-FUSION")
for strategy in ["aggressive", "nonaggressive"]:
for sigma in [20, 30]:
processed_dir = f"processed_{strategy}_sigma{sigma}"
for source in ["s2", "s3"]:
input_dir = Path(f"data/{site_name}/{season}/{processed_dir}/{source}/")
output_dir = Path(f"data/{site_name}/{season}/{processed_dir}/gcc/{source}/")
_create_gcc_timeseries_for_dir(
input_dir, output_dir, site_position, f"POST-PROCESS-{source.upper()}-{strategy}-σ{sigma}"
)
input_dir = Path(f"data/{site_name}/{season}/{processed_dir}/fusion/")
output_dir = Path(f"data/{site_name}/{season}/{processed_dir}/gcc/fusion/")
_create_gcc_timeseries_for_dir(input_dir, output_dir, site_position, f"POST-PROCESS-FUSION-{strategy}-σ{sigma}")