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GOES-16 ABI and collocated SNPP-VIIRS imagery for evaluating the emulation of daytime cloud products at night

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DataCite Commons2026-03-26 更新2026-04-25 收录
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https://datadryad.org/dataset/doi:10.5061/dryad.gf1vhhmz6
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资源简介:
This dataset contains the testing set for Emulating Daytime ABI Cloud Optical Properties at Night with Machine Learning, currently in preparation for peer review. These files contain the information needed for reproducing the analysis and all figures in the manuscript. These files primarily contain Advanced Baseline Imager (ABI) brightness temperatures for 9 channels, cloud properties from the NOAA operational products, cloud optical depth, cloud effective radius, and derived cloud water path, including accompanying estimates from the machine learning emulator. Daytime evaluation files are for testing the effectiveness of a machine learning emulator during the daytime. Twilight files are for illustrating the impact of the day/night terminator on cloud water path distributions. Nighttime files are for evaluating the machine learning emulator in the target domain by comparing to a physical retrieval using lunar reflectance on the Visible Imaging Infrared Radiometer Suite (VIIRS) Day/Night Band (DNB).
提供机构:
Dryad
创建时间:
2025-06-24
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