A global gross primary productivity of sunlit and shaded canopies dataset from 2002 to 2020 via embedding random forest into two-leaf light use efficiency modelZenodo

A global gross primary productivity of sunlit and shaded canopies dataset from 2002 to 2020 via embedding random forest into two-leaf light use efficiency modelZenodo

Gross primary productivity (GPP) is crucial for understanding the carbon cycle and maintaining ecosystem balance under climate change. We attempt to generate a long-term global dataset for GPP of sunlit (GPPsu) and shaded leaves (GPPsh) by a hybrid model combining the random forest (RF) submodule wi...

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Bibliographic Details
Main Authors: Zhilong Li, Ziti Jiao, Ge Gao, Jing Guo, Chenxia Wang, Sizhe Chen, Zheyou Tan
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Data in Brief
Subjects:
GPP
Environmental stress factors
Hybrid model
Temporal-spatial patterns
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340925000307
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