Improving surface roughness lengths estimation using machine learning algorithms
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Atmospheric Science,Agronomy and Crop Science,Global and Planetary Change,Forestry
Reference38 articles.
1. Random forests;Breiman;Mach. Learn,2001
2. Evaporation Into the atmosphere: Theory, History and Applications;Brutsaert,1982
3. A column canopy-air turbulent diffusion method for different canopy structures;Chen;J. Geophys. Res.\,2019
4. An improvement of roughness height parameterization of the surface energy balance system (SEBS) over theTibetan Plateau;Chen;J. Appl. Meteorol. Climatol.,2013
5. Temporal dynamics of aerodynamic canopy height derived from eddy covariance momentum flux data across north american flux networks;Chu;Geopgysical Res. Lett.,2018
Cited by 23 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. Comparison of Different Machine Learning Algorithms in the Parameterization of Near-Surface Turbulent Fluxes;2024 9th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA);2024-04-25
2. Improving the Near-Surface Wind and Turbulence at the Edge of the Orographic Drag Gray Zone by Tuning the Roughness Length;Monthly Weather Review;2024-02
3. Deep Learning‐Based Sea Surface Roughness Parameterization Scheme Improves Sea Surface Wind Forecast;Geophysical Research Letters;2023-12-12
4. Coupled estimation of global 500m daily aerodynamic roughness length, zero-plane displacement height and canopy height;Agricultural and Forest Meteorology;2023-11
5. Surface Roughness parameters at a Tropical Semi-Arid Site: 4 years of Atmosphere Boundary Layer observations in the Deccan Plateau region at Shadnagar, India;2023-09-15
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