Ensemble deep learning modeling for Chlorophyll-a concentration prediction based on two-layer decomposition and attention mechanisms
Author:
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Geophysics
Link
https://link.springer.com/content/pdf/10.1007/s11600-023-01240-z.pdf
Reference63 articles.
1. Ahmed Z, Asghar MM, Malik MN, Nawaz K (2020) Moving towards a sustainable environment: the dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China. Resour Policy 67:101677
2. Alizamir M, Heddam S, Kim S, Gorgij AD, Li P, Ahmed KO, Singh VP (2021) Prediction of daily chlorophyll-a concentration in rivers by water quality parameters using an efficient data-driven model: online sequential extreme learning machine. Acta Geophys 69:2339–2361
3. Alizamir M, Heddam S, Kim S, Mehr AD (2021) On the implementation of a novel data-intelligence model based on extreme learning machine optimized by bat algorithm for estimating daily chlorophyll-a concentration: case studies of river and lake in USA. J Clean Prod 285:124868
4. Bierman P, Lewis M, Ostendorf B, Tanner J (2011) A review of methods for analysing spatial and temporal patterns in coastal water quality. Ecol Indicat 11(1):103–114
5. Cao X, Ren N, Tian G, Fan Y, Duan Q (2021) A three-dimensional prediction method of dissolved oxygen in pond culture based on AM-GRU-GBRT. Comput Electron Agric 181:105955
Cited by 2 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. Daily PM2.5 concentration prediction based on variational modal decomposition and deep learning for multi-site temporal and spatial fusion of meteorological factors;Environmental Monitoring and Assessment;2024-08-29
2. Integrating temporal decomposition and data-driven approaches for predicting coastal harmful algal blooms;Journal of Environmental Management;2024-07
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