Streamflow Hydrology Estimate Using Machine Learning (SHEM)
Author:
Affiliation:
1. Department of Civil and Environmental Engineering; University of Alaska Fairbanks; 525 Duckering Bldg Fairbanks Alaska 99775
2. Data Science and Machine Learning; Microsoft; Redmond Washington 98052
Publisher
Wiley
Subject
Earth-Surface Processes,Water Science and Technology,Ecology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/1752-1688.12555/fullpdf
Reference55 articles.
1. Map Correlation Method: Selection of a Reference Streamgage to Estimate Daily Streamflow at Ungaged Catchments;Archfield;Water Resources Research,2010
2. Characteristics and Classification of Least Altered Streamflows in Massachusetts
3. Comparing Methods for Estimating Flow Duration Curves in Ungauged Sites;Booker;Journal of Hydrology,2012
4. Comparing and Combining Physically-Based and Empirically-Based Approaches for Estimating the Hydrology of Ungaged Catchments;Booker;Journal of Hydrology,2014
5. Calibration of Satellite Measurements of River Discharge Using a Global Hydrology Model;Brakenridge;Journal of Hydrology,2012
Cited by 31 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. Estimating streamflow of the Kızılırmak River, Turkey with single- and multi-station datasets using Random Forests;Water Science & Technology;2023-06-01
2. Physical and biogeochemical drivers of solute mobilization and flux through the critical zone after wildfire;Frontiers in Water;2023-05-02
3. Daily streamflow prediction based on the long short-term memory algorithm: a case study in the Vietnamese Mekong Delta;Journal of Water and Climate Change;2023-03-31
4. A review of deep learning and machine learning techniques for hydrological inflow forecasting;Environment, Development and Sustainability;2023-03-17
5. Mechanism-learning coupling paradigms for parameter inversion and simulation in earth surface systems;Science China Earth Sciences;2023-01-19
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