Seasonal prediction of summer extreme precipitation frequencies over Southwest China based on machine learning
Author:
Funder
Chinese Academy of Sciences
Publisher
Elsevier BV
Subject
Atmospheric Science
Reference55 articles.
1. Random forests;Breiman;Mach. Learn.,2001
2. The sea surface temperature configuration of Greenland Sea-subpolar region of North Atlantic and the summer rainfall anomaly in low-latitude highlands of China;Cao;Int. J. Climatol.,2018
3. Improving the forecasting of winter wheat yields in northern China with machine learning-dynamical hybrid subseasonal-to-seasonal ensemble prediction;Cao;Remote Sens.,2022
4. XGBoost: A scalable tree boosting system;Chen,2016
5. Spatial and temporal characteristics of abrupt heavy rainfall events over Southwest China during 1981-2017;Chen;Int. J. Climatol.,2021
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