Application of penalized linear regression and ensemble methods for drought forecasting in Northeast China
Author:
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Atmospheric Science
Link
http://link.springer.com/content/pdf/10.1007/s00703-019-00675-8.pdf
Reference62 articles.
1. Ali Z et al (2017) Forecasting drought using multilayer perceptron artificial neural network model. Adv Meteorol. https://doi.org/10.1155/2017/5681308
2. Azad A, Manoochehri M, Kashi H, Farzin S, Karami H, Nourani V, Shiri J (2019) Comparative evaluation of intelligent algorithms to improve adaptive neuro-fuzzy inference system performance in precipitation modelling. J Hydrol 571:214–224. https://doi.org/10.1016/j.jhydrol.2019.01.062
3. Bachmair S, Svensson C, Hannaford J, Barker L, Stahl K (2016) A quantitative analysis to objectively appraise drought indicators and model drought impacts. Hydrol Earth Syst Sci 20:2589–2609
4. Bachmair S, Svensson C, Prosdocimi I, Hannaford J, Stahl K (2017) Developing drought impact functions for drought risk management. Nat Hazards Earth Syst Sci 17:1947–1960. https://doi.org/10.5194/nhess-17-1947-2017
5. Beguería S, Vicente-Serrano SM, Reig F, Latorre B (2014) Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring. Int J Climatol 34:3001–3023. https://doi.org/10.1002/joc.3887
Cited by 26 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. Disentangling the spatially combined and temporally lagged influences of climate oscillations on seasonal droughts in the East Asian monsoon influenced Poyang Lake Basin;Atmospheric Research;2024-11
2. Development of Ridge Ensemble Standardized Drought Index (RESDI) for improving drought characterization and future assessment;Environmental Monitoring and Assessment;2024-06-13
3. K-Means Featurizer: A booster for intricate datasets;Earth Science Informatics;2024-02-15
4. A Bi-GRU-based encoder–decoder framework for multivariate time series forecasting;Soft Computing;2024-01-05
5. Wildfire univariate and bivariate characteristics simulation based on multiple machine learning models and applicability analysis of wildfire models;Progress in Disaster Science;2023-12
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