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

four scenarios.

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

18
post_process.py
View file

@ -6,20 +6,21 @@ from rasterio.warp import reproject, Resampling
from rasterio.io import MemoryFile
def process_cropped(season, site_position, site_name):
def process_cropped(season, site_position, site_name, cleaning_strategy="aggressive", sigma=None):
"""Crop fusion to valid data, then crop S2/S3 to match."""
base = Path(f"data/{site_name}/{season}")
prepared = base / "prepared"
processed = base / "processed"
prepared = base / f"prepared_{cleaning_strategy}"
processed_dir = f"processed_{cleaning_strategy}_sigma{sigma}" if sigma else f"processed_{cleaning_strategy}_sigma20"
processed = base / processed_dir
s2_prep = prepared / "s2"
s3_prep = prepared / "s3"
fusion_prep = prepared / "fusion"
fusion_prep = prepared / (f"fusion_sigma{sigma}" if sigma else "fusion")
for output_dir in [processed / "s2", processed / "s3", processed / "fusion"]:
output_dir.mkdir(parents=True, exist_ok=True)
print(f"[PROCESS] Processing files: {site_name}, {season}")
print(f"[PROCESS] Processing files: {site_name}, {season}, {cleaning_strategy}, sigma={sigma or 20}")
# Crop fusion to valid data and get dimensions
fusion_dims = {}
@ -87,3 +88,10 @@ def process_cropped(season, site_position, site_name):
print(f"[PROCESS] Cropped: {output_file}")
print("[PROCESS] Completed")
def process_all_scenarios(season, site_position, site_name):
"""Process all 4 EFAST scenarios."""
for strategy in ["aggressive", "nonaggressive"]:
for sigma in [None, 30]:
process_cropped(season, site_position, site_name, cleaning_strategy=strategy, sigma=sigma)