GOES-16 ABI and collocated SNPP-VIIRS imagery for evaluating the emulation of daytime cloud products at night
收藏DataCite Commons2026-03-26 更新2026-04-25 收录
下载链接:
https://datadryad.org/dataset/doi:10.5061/dryad.gf1vhhmz6
下载链接
链接失效反馈官方服务:
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



