Fixed a few smaller things.
This commit is contained in:
parent
9981482636
commit
3cb7ba8a26
3 changed files with 77 additions and 19 deletions
|
|
@ -1,4 +1,5 @@
|
|||
from pathlib import Path
|
||||
from datetime import datetime
|
||||
import numpy as np
|
||||
import rasterio
|
||||
from rasterio import windows
|
||||
|
|
@ -66,15 +67,46 @@ def process_cropped(season, site_position, site_name):
|
|||
|
||||
print(f"[PROCESS] Cropping files to fusion valid data bounds: {site_name}, {season}")
|
||||
|
||||
# Collect all available DIST_CLOUD files and their dates
|
||||
dist_cloud_files = {}
|
||||
for dist_cloud_file in s2_prep.glob("S2A_MSIL2A_*_DIST_CLOUD.tif"):
|
||||
date_str = dist_cloud_file.stem.split("_")[2]
|
||||
try:
|
||||
date_obj = datetime.strptime(date_str, "%Y%m%d")
|
||||
dist_cloud_files[date_obj] = dist_cloud_file
|
||||
except ValueError:
|
||||
continue
|
||||
|
||||
if not dist_cloud_files:
|
||||
print("[PROCESS] Warning: No DIST_CLOUD files found. Cannot process fusion files.")
|
||||
return
|
||||
|
||||
dist_cloud_dates = sorted(dist_cloud_files.keys())
|
||||
|
||||
def find_closest_dist_cloud(target_date_str):
|
||||
"""Find the closest DIST_CLOUD file to the target date."""
|
||||
try:
|
||||
target_date = datetime.strptime(target_date_str, "%Y%m%d")
|
||||
except ValueError:
|
||||
return None
|
||||
|
||||
# Find closest date
|
||||
closest_date = min(dist_cloud_dates, key=lambda d: abs((d - target_date).days))
|
||||
return dist_cloud_files[closest_date]
|
||||
|
||||
# Determine valid bounds for each fusion file
|
||||
fusion_bounds = {}
|
||||
fusion_rows = {}
|
||||
|
||||
for fusion_file in fusion_prep.glob("REFL_*.tif"):
|
||||
date_str = fusion_file.stem.split("_")[1]
|
||||
|
||||
# Try exact date first, then find closest
|
||||
dist_cloud = s2_prep / f"S2A_MSIL2A_{date_str}_DIST_CLOUD.tif"
|
||||
if not dist_cloud.exists():
|
||||
continue
|
||||
dist_cloud = find_closest_dist_cloud(date_str)
|
||||
if dist_cloud is None:
|
||||
continue
|
||||
|
||||
with rasterio.open(dist_cloud) as dist_src:
|
||||
dist_bounds = dist_src.bounds
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue