利用人工智能进行水文模拟

G. М. Kambarbekov, A. Y. Baimaganbetov
{"title":"利用人工智能进行水文模拟","authors":"G. М. Kambarbekov, A. Y. Baimaganbetov","doi":"10.55764/2957-9856/2024-1-58-62.8","DOIUrl":null,"url":null,"abstract":"Hydrological modelling plays a critical role in managing water resources, especially in arid and semi-arid regions where water scarcity is a major challenge. With the emergence of artificial intelligence (AI), hydrological modelling has experienced a significant transformation in recent years. This paper reviews the recent advances in AI-based hydrological modelling and examines its potential applications in water resource management. The study highlights the role of AI in enhancing the accuracy of hydrological models and facilitating more efficient and sustainable water management practices. The results suggest that AI-based hydrological models have the potential to revolutionize the way water resources are managed, and that future research in this area is warranted.","PeriodicalId":204277,"journal":{"name":"Geography and water resources","volume":"39 9","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"USING ARTIFICIAL INTELLIGENCE FOR HYDROLOGICAL MODELLING\",\"authors\":\"G. М. Kambarbekov, A. Y. Baimaganbetov\",\"doi\":\"10.55764/2957-9856/2024-1-58-62.8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Hydrological modelling plays a critical role in managing water resources, especially in arid and semi-arid regions where water scarcity is a major challenge. With the emergence of artificial intelligence (AI), hydrological modelling has experienced a significant transformation in recent years. This paper reviews the recent advances in AI-based hydrological modelling and examines its potential applications in water resource management. The study highlights the role of AI in enhancing the accuracy of hydrological models and facilitating more efficient and sustainable water management practices. The results suggest that AI-based hydrological models have the potential to revolutionize the way water resources are managed, and that future research in this area is warranted.\",\"PeriodicalId\":204277,\"journal\":{\"name\":\"Geography and water resources\",\"volume\":\"39 9\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-03-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Geography and water resources\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55764/2957-9856/2024-1-58-62.8\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geography and water resources","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55764/2957-9856/2024-1-58-62.8","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

水文建模在水资源管理方面发挥着至关重要的作用,尤其是在干旱和半干旱地区,缺水是这些地区面临的一大挑战。近年来,随着人工智能(AI)的出现,水文建模经历了重大变革。本文回顾了基于人工智能的水文建模的最新进展,并探讨了其在水资源管理中的潜在应用。研究强调了人工智能在提高水文模型的准确性和促进更高效、更可持续的水资源管理实践方面的作用。研究结果表明,基于人工智能的水文模型有可能彻底改变水资源管理的方式,今后有必要在这一领域开展研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
USING ARTIFICIAL INTELLIGENCE FOR HYDROLOGICAL MODELLING
Hydrological modelling plays a critical role in managing water resources, especially in arid and semi-arid regions where water scarcity is a major challenge. With the emergence of artificial intelligence (AI), hydrological modelling has experienced a significant transformation in recent years. This paper reviews the recent advances in AI-based hydrological modelling and examines its potential applications in water resource management. The study highlights the role of AI in enhancing the accuracy of hydrological models and facilitating more efficient and sustainable water management practices. The results suggest that AI-based hydrological models have the potential to revolutionize the way water resources are managed, and that future research in this area is warranted.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信