A New Hybrid Machine Learning Model for Short-Term Climate Prediction by Performing Classification Prediction and Regression Prediction Simultaneously
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Materials Science
Link
https://link.springer.com/content/pdf/10.1007/s13351-022-1214-3.pdf
Reference39 articles.
1. Andersson, T. R., J. S. Hosking, M. Pérez-Ortiz, et al., 2021: Seasonal Arctic sea ice forecasting with probabilistic deep learning. Nat. Commun., 12, 5124, doi: https://doi.org/10.1038/s41467-021-25257-4.
2. Breiman, L., 1996: Bagging predictors. Mach. Learn., 24, 123–140, doi: https://doi.org/10.1023/A:1018054314350.
3. Breiman, L., 2001: Random forests. Mach. Learn., 45, 5–32, doi: https://doi.org/10.1023/A:1010933404324.
4. Choubin, B., G. Zehtabian, A. Azareh, et al., 2018: Precipitation forecasting using classification and regression trees (CART) model: A comparative study of different approaches. Environ. Earth Sci., 77, 314, doi: https://doi.org/10.1007/s12665-018-7498-z.
5. Fan, P. Y., J. Yang, Z. P. Zhang, et al., 2022: Summer precipitation prediction in eastern China based on machine learning. Climate Dyn., doi: https://doi.org/10.1007/s00382-022-06464-1.
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A newly integrated model for synthesizing multiple external forcing signals to predict the ridge line of the western North Pacific subtropical high in summer;Atmospheric Research;2024-11
2. Ensemble tree model prediction of summer precipitation in North China based on predictor selection strategy;Climate Dynamics;2024-04-12
3. Assessment of the FIO-CPS v2.0 in predicting 2-meter air temperature over China;Dynamics of Atmospheres and Oceans;2023-09
4. Short-Term Climate Prediction over China Mainland: An Attempt Using Machine Learning, Considering Natural and Anthropic Factors;Sustainability;2023-05-10
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3