Using a physics-based hydrological model and storm transposition to investigate machine-learning algorithms for streamflow prediction
Author:
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference54 articles.
1. The effect of calibration data length on the performance of a conceptual hydrological model versus LSTM and GRU: a case study for six basins from the CAMELS dataset;Ayzel;Comput. Geosci.,2021
2. Neural Machine Translation by Jointly Learning to Align and Translate;Bahdanau,2014
3. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation, in;Cho,2014
4. The abuse of popular performance metrics in hydrologic modeling;Clark;Water Resour. Res.,2021
5. WaterBench-Iowa: a large-scale benchmark dataset for data-driven streamflow forecasting;Demir;Earth Syst. Sci. Data,2022
Cited by 6 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. Advancing process-based flood frequency analysis for assessing flood hazard and population flood exposure;Journal of Hydrology;2024-08
2. Ensemble learning using multivariate variational mode decomposition based on the Transformer for multi-step-ahead streamflow forecasting;Journal of Hydrology;2024-06
3. Physics-informed neural networks for solving flow problems modeled by the 2D Shallow Water Equations without labeled data;Journal of Hydrology;2024-06
4. Improving the probabilistic drought prediction with soil moisture information under the ensemble streamflow prediction framework;Stochastic Environmental Research and Risk Assessment;2024-04-04
5. Superior performance of hybrid model in ungauged basins for real-time hourly water level forecasting – A case study on the Lancang-Mekong mainstream;Journal of Hydrology;2024-04
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