Full-coverage 250 m monthly aerosol optical depth dataset (2000–2019) amended with environmental covariates by an ensemble machine learning model over arid and semi-arid areas, NW China

<p>Aerosols are complex compounds that greatly affect the global radiation balance and climate system and even human health; in addition, aerosols are currently a large source of uncertainty in the numerical simulation process. The arid and semi-arid areas have fragile ecosystems with abundant...

Full description

Bibliographic Details
Main Authors: X. Chen, H. Zuo, Z. Zhang, X. Cao, J. Duan, C. Zhu, J. Wang
Format: Article
Language:English
Published: Copernicus Publications 2022-11-01
Series:Earth System Science Data
Online Access:https://essd.copernicus.org/articles/14/5233/2022/essd-14-5233-2022.pdf