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What is Estimating Air Temperature Using MODIS Data about?

This study compares multiple linear regression, cubist regression, and random forest algorithms to estimate daily air surface temperature (Ta) using dynamic combinations of MODIS land surface temperature (LST) data in northwest Vietnam. The research finds that the combination of MODIS LST datasets with auxiliary data significantly improves Ta estimation accuracy, with cubist regression and random forest being recommended for use with auxiliary data. The results indicate high accuracy in Ta estimation, achie

Author

Bob

Language

EN