The dataset for reproducing the study of CET

The dataset for reproducing the study of CET

This is the dataset generated by our research. This includes training data, validation data, and average annual CET, Ts_all, and Ts_clr estimated by machine learning models. In addition, there are some auxiliary data, such as masks for sea and land, masks for the Tibet Plateau, soil types, and the E...

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Hauptverfasser: Shi, Chuanye, Wang, Tianxing, Letu, Husi, Wang, Gaofeng
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Climate change processes
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creator Shi, Chuanye
Wang, Tianxing
Letu, Husi
Wang, Gaofeng
description This is the dataset generated by our research. This includes training data, validation data, and average annual CET, Ts_all, and Ts_clr estimated by machine learning models. In addition, there are some auxiliary data, such as masks for sea and land, masks for the Tibet Plateau, soil types, and the ERA5 raw dataset used in Figures 1 and 3 of the paper.Note: In this dataset, the word "CRE" in filenames actually means CET.Note: In this dataset, the word "CRE" in filenames actually means CET.Note: In this dataset, the word "CRE" in filenames actually means CET.Ts_all: all-sky surface tempeartureTs_clr: hypothetical clear-sky surface tempeartureCET: Cloud Effect on earth's surface Tempeartue. CET = Ts_all - Ts_clr
doi_str_mv 10.6084/m9.figshare.25407676
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identifier DOI: 10.6084/m9.figshare.25407676
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subjects Climate change processes
title The dataset for reproducing the study of CET
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