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2001-2022 global gross primary productivity dataset using an ensemble model based on random forest

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DataCite Commons2024-04-25 更新2024-08-18 收录
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https://figshare.com/articles/dataset/2001-2022_global_gross_primary_productivity_dataset_using_an_ensemble_model_based_on_random_forest/24417649/1
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资源简介:
This is an ensemble model-based GPP dataset (ERF_GPP). Direct validation from FLUXNET2015 shows that ERF_GPP can explain 83.7% of the GPP monthly variation, and it improves the phenomenon of "high value underestimation and low value overestimation" in GPP estimation to some extent. In addition, this dataset has good generalization. The spatial resolution of ERF_GPP is 0.05° and the temporal resolution is monthly.
提供机构:
figshare
创建时间:
2023-12-15
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