pantierra/efast-phenocam-validation
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This commit is contained in:
Felix Delattre 2025-12-26 13:14:52 +01:00
parent 0a14711851
commit 290c8f8c57
6 changed files with 104 additions and 61 deletions
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26
efast.py
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@ -43,11 +43,11 @@ else:
)
def prepare_s2(year, site_position, site_name, date_range=None):
s2_dir = Path(f"data/{site_name}/{year}/s2/")
s3_dir = Path(f"data/{site_name}/{year}/s3/")
s2_output_dir = Path(f"data/{site_name}/{year}/efast/s2/")
clouds_file = Path(f"data/{site_name}/{year}/clouds.json")
def prepare_s2(season, site_position, site_name, date_range=None):
s2_dir = Path(f"data/{site_name}/{season}/raw/s2/")
s3_dir = Path(f"data/{site_name}/{season}/raw/s3/")
s2_output_dir = Path(f"data/{site_name}/{season}/prepared/s2/")
clouds_file = Path(f"data/{site_name}/{season}/clouds.json")
clouds = {"s2": set(), "s3": set()}
if clouds_file.exists():
@ -159,10 +159,10 @@ def prepare_s2(year, site_position, site_name, date_range=None):
dst.write(distance_to_cloud_lr, 1)
def prepare_s3(year, site_position, site_name, date_range=None):
s3_dir = Path(f"data/{site_name}/{year}/s3/")
s3_preprocessed_dir = Path(f"data/{site_name}/{year}/efast/s3/")
clouds_file = Path(f"data/{site_name}/{year}/clouds.json")
def prepare_s3(season, site_position, site_name, date_range=None):
s3_dir = Path(f"data/{site_name}/{season}/raw/s3/")
s3_preprocessed_dir = Path(f"data/{site_name}/{season}/prepared/s3/")
clouds_file = Path(f"data/{site_name}/{season}/clouds.json")
clouds = {"s3": set()}
if clouds_file.exists():
@ -180,18 +180,18 @@ def prepare_s3(year, site_position, site_name, date_range=None):
shutil.copy2(s3_file, output_path)
def run_efast(year, site_position, site_name, date_range=None):
def run_efast(season, site_position, site_name, date_range=None):
lat, lon = site_position
datetime_range = date_range or f"{year}-01-01/{year}-12-31"
datetime_range = date_range or f"{season}-01-01/{season}-12-31"
efast_base_dir = Path(f"data/{site_name}/{year}/efast/")
efast_base_dir = Path(f"data/{site_name}/{season}/prepared/")
s2_output_dir = efast_base_dir / "s2"
s3_output_dir = efast_base_dir / "s3"
fusion_output_dir = efast_base_dir / "fusion"
fusion_output_dir.mkdir(parents=True, exist_ok=True)
print(f"[EFAST] Starting fusion: {site_name} ({lat:.6f}, {lon:.6f}), {year}")
print(f"[EFAST] Starting fusion: {site_name} ({lat:.6f}, {lon:.6f}), {season}")
start_date = datetime.strptime(datetime_range.split("/")[0], "%Y-%m-%d")
end_date = datetime.strptime(datetime_range.split("/")[1], "%Y-%m-%d")