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EarthCARE ACM-CAP gates used to train and evaluate a mixed-phase condensate partitioning network

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Zenodo2026-10-30 更新2026-11-05 收录
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Mixed-phase EarthCARE ACM-CAP gates used to train and score the physics-informed network in Nihal Dooddagowdru, Partitioning Mixed-Phase Condensate with a Physics-Informed Neural Network. Each row is one ACM-CAP gate. partitioning_mixed_phase.parquet contains the 1,541,247 mixed-phase gates in the fit, the profile validation set, or the 16 August–10 October 2026 test. partitioning_interior_scored.parquet contains the 327,941 of those gates whose observed supercooled liquid fraction is strictly between 0.1 and 0.9 and that were used for the interior scores. Column names, units, and which fields are the twelve network inputs are in column_dictionary.csv. Sampling, the profile-id validation rule, and the row counts matching Tables 2 and 3 are in README.md. The gates are derived from EarthCARE ACM_CAP_2B version BC (European Space Agency, 2025, https://doi.org/10.57780/eca-7df68f4). Temperature, pressure, and water vapor are X-MET fields on the joint standard grid. This deposit is not a reissue of the ESA product.

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Zenodo
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2026-10-30
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