Imputation of missing precipitation data using KNN, SOM, RF, and FNN
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-022-07029-4.pdf
Reference60 articles.
1. ASCE Task Committee on Application of Artificial Neural Networks in Hydrology (2000) Artificial neural networks in hydrology. II: Hydrologic applications. J Hydrol Eng 5(2):124–137
2. Agarwal A, Maheswaran R, Kurths J, Khosa R (2016) Wavelet Spectrum and self-organizing maps-based approach for hydrologic regionalization-a case study in the western United States. Water Resour Manag 30(12):4399–4413
3. Agnihotri A, Sahoo A, Diwakar MK (2022) Flood prediction using hybrid ANFIS-ACO model: a case study. In Inventive computation and information technologies (pp. 169–180). Springer, Singapore.
4. Aieb A, Madani K, Scarpa M, Bonaccorso B, Lefsih K (2019) A new approach for processing climate missing databases applied to daily rainfall data in Soummam watershed, Algeria. Heliyon 5(2):e01247
5. Aissia MAB, Chebana F, Ouarda TB (2017) Multivariate missing data in hydrology–Review and applications. Adv Water Resour 110:299–309
Cited by 18 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. Fuzzy neuron modeling of incomplete data for missing value imputation;Information Sciences;2024-02
2. Structure identification of missing data: a perspective from granular computing;Soft Computing;2024-01-03
3. Imputation of missing daily rainfall data; A comparison between artificial intelligence and statistical techniques;MethodsX;2023-12
4. Comparative study of rainfall prediction based on different decomposition methods of VMD;Scientific Reports;2023-11-17
5. Nitrate isotopes in catchment hydrology: Insights, ideas and implications for models;Journal of Hydrology;2023-11
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