A review of hybrid deep learning applications for streamflow forecasting
Author:
Funder
Universiti Tunku Abdul Rahman
Ministry of Higher Education, Malaysia
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference184 articles.
1. A hybrid of Random Forest and Deep Auto-Encoder with support vector regression methods for accuracy improvement and uncertainty reduction of long-term streamflow prediction;Abbasi;J. Hydrol.,2021
2. Enhancing Rainfall-Runoff Simulation via Meteorological Variables and a Deep-Conceptual Learning-Based Framework;Achite;Atmos.,2022
3. Potential effects of Land Use Land Cover Change on streamflow over the Sokoto Rima River Basin;Achugbu;Heliyon,2022
4. Assessment of Upstream Human Intervention Coupled with Climate Change Impact for a Transboundary River Flow Regime: Nile River Basin;Ahmed;Water Resour. Manag.,2019
5. New double decomposition deep learning methods for river water level forecasting;Ahmed;Sci. Total Environ.,2022
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. Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models;Expert Systems with Applications;2024-12
2. Attribution of hydrological droughts in large river-connected lakes: Insights from an explainable machine learning model;Science of The Total Environment;2024-11
3. Framework for multivariate carbon price forecasting: A novel hybrid model;Journal of Environmental Management;2024-10
4. Streamflow Prediction in Human‐Regulated Catchments Using Multiscale Deep Learning Modeling With Anthropogenic Similarities;Water Resources Research;2024-09
5. Improving deep learning-based streamflow forecasting under trend varying conditions through evaluation of new wavelet preprocessing technique;Stochastic Environmental Research and Risk Assessment;2024-08-05
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