Prediction of meteorological drought and standardized precipitation index based on the random forest (RF), random tree (RT), and Gaussian process regression (GPR) models
Author:
Publisher
Springer Science and Business Media LLC
Subject
Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine
Link
https://link.springer.com/content/pdf/10.1007/s11356-023-25221-3.pdf
Reference114 articles.
1. Achieng KO (2019) Modelling of soil moisture retention curve using machine learning techniques: artificial and deep neural networks vs support vector regression models. Comput Geosci 133:104320. https://doi.org/10.1016/j.cageo.2019.104320
2. Algur KD, Patel SK, Chauhan S (2021) The impact of drought on the health and livelihoods of women and children in India: a systematic review. Child Youth Serv Rev 122:105909. https://doi.org/10.1016/j.childyouth.2020.105909
3. Alizamir M, Kisi O, Ahmed AN et al (2020) Advanced machine learning model for better prediction accuracy of soil temperature at different depths. PLoS One 15:e0231055. https://doi.org/10.1371/journal.pone.0231055
4. Alley WM (1984) The Palmer drought severity index: limitations and assumptions. J Appl Meteorol Climatol 23:1100–1109. https://doi.org/10.1175/1520-0450(1984)023%3c1100:TPDSIL%3e2.0.CO;2
5. Al-Mukhtar M (2021) Modeling the monthly pan evaporation rates using artificial intelligence methods: a case study in Iraq. Environ Earth Sci 80:39. https://doi.org/10.1007/s12665-020-09337-0
Cited by 34 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. Reconstructing 10-km-resolution direct normal irradiance dataset through a hybrid algorithm;Renewable and Sustainable Energy Reviews;2024-10
2. UAV-based DEM augmentation using ConSinGAN for efficient flood parameter prediction with machine learning and 1D hydrodynamic models;Physics and Chemistry of the Earth, Parts A/B/C;2024-10
3. Landsat-based spatiotemporal estimation of subtropical forest aboveground carbon storage using machine learning algorithms with hyperparameter tuning;Frontiers in Plant Science;2024-08-29
4. Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning;Engineering Applications of Computational Fluid Mechanics;2024-08-23
5. Examining optimized machine learning models for accurate multi-month drought forecasting: A representative case study in the USA;Environmental Science and Pollution Research;2024-08-13
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