Addressed negative reflectance values from fusion.
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1 changed files with 9 additions and 4 deletions
13
4-fusion.py
13
4-fusion.py
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@ -117,7 +117,11 @@ def compute_gcc_from_refl(refl_dir: Path, gcc_dir: Path) -> None:
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"""Derive GCC from ``REFL_YYYYMMDD.tif`` files (BtI fusion output).
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Reads every ``REFL_*.tif`` and writes a co-located single-band
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``GCC_YYYYMMDD.tif``. Zero pixels remain zero.
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``GCC_YYYYMMDD.tif``. Pixels where any reflectance band is negative (which
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can arise from EFAST's temporal correction) are written as NaN; the GCC
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ratio is undefined there because the denominator B+G+R is near-zero or
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negative due to band cancellation. All-zero pixels (cloud mask) remain
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zero.
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"""
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gcc_dir.mkdir(parents=True, exist_ok=True)
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for src_path in sorted(refl_dir.glob("REFL_*.tif")):
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@ -128,9 +132,10 @@ def compute_gcc_from_refl(refl_dir: Path, gcc_dir: Path) -> None:
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b, g, r = src.read(1), src.read(2), src.read(3)
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profile = src.profile
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total = b + g + r
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gcc = g / (total + 1e-10)
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gcc[total == 0] = 0
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profile.update(count=1)
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invalid = (b < 0) | (g < 0) | (r < 0)
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gcc = np.where(invalid, np.nan, g / (total + 1e-10))
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gcc[total == 0] = np.nan
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profile.update(count=1, dtype="float32")
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with rasterio.open(out_path, "w", **profile) as dst:
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dst.write(gcc[np.newaxis].astype("float32"))
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