Climate data generated with AI & machine learning methods
Climate data guide content with tag Artificial Intelligence (AI) climate data
Global dataset of solar-induced chlorophyll fluorescence (GOSIF)
Years of record
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GOSIF is a global, gridded dataset of solar-induced chlorophyll fluorescence (SIF). SIF, an energy flux re-emitted by plants a few nanoseconds after light absorption, exhibits a strong linear relationship with gross primary production (GPP) at the ecosystem scale and thereby is a strong proxy of GPP. The GOSIF dataset (Li and Xiao, 2019a) provides 8-day SIF data globally…
Main variables and Earth System components
Biosphere GPP: Gross Primary Production solar-induced chlorophyll fluorescence (SIF) Land Gross Primary Production-
Formats
- N/A
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Timestep
- Monthly, Weekly
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Domain
- Global
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Collections
- N/A
Experts contributing reviews
- Xiao, Jingfeng, Li, Xing
PERSIANN-CDR: Precipitation Estimation from Remotely Sensed Information using Artificial Neural Networks - Climate Data Record
Years of record
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The Precipitation Estimation from Remotely Sensed Information using Artificial Neural Networks- Climate Data Record (PERSIANN-CDR) provides daily rainfall estimates at a spatial resolution of 0.25 degrees in the latitude band 60S - 60N from 1983 to the near-present. The precipitation estimate is produced using the PERSIANN algorithm on GridSat-B1 infrared…
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Timestep
- Sub-daily, Daily
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Domain
- Global
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Collections
- Climate Data Record
Experts contributing reviews
- Ashouri, Hamed, Gehne, Maria