True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis
Author:
Publisher
Elsevier BV
Subject
Computers in Earth Sciences,Geology,Soil Science
Reference56 articles.
1. The land surface data toolkit (LDT v7.2) – a data fusion environment for land data assimilation systems;Arsenault;Geosci. Model Dev.,2018
2. SM2RAIN–ASCAT (2007–2018): global daily satellite rainfall data from ASCAT soil moisture observations;Brocca;Earth Syst. Sci. Data,2019
3. Soil moisture estimation in alpine catchments through modeling and satellite observations;Brocca;Vadose Zone J.,2013
4. Sensitivity of passive microwave observations to soil moisture and vegetation water content: L-band to W-band;Calvet;IEEE Trans. Geosci. Remote Sensing,2011
5. Xgboost: eXtreme gradient boosting;Chen;R Pack. Vers.,2015
Cited by 8 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 the uncertainties of satellite derived soil moisture at global scale;Science of Remote Sensing;2024-12
2. Incorporation crisis lifecycle theory into full-stage flash drought spatio-temporal pattern identification and risk analysis;Journal of Hydrology;2024-10
3. Optimal model-based temperature inputs for global soil moisture and vegetation optical depth retrievals from SMAP;Remote Sensing of Environment;2024-09
4. Surface soil moisture from combined active and passive microwave observations: Integrating ASCAT and SMAP observations based on machine learning approaches;Remote Sensing of Environment;2024-07
5. Enhancing wildfire mapping accuracy using mono-temporal Sentinel-2 data: A novel approach through qualitative and quantitative feature selection with explainable AI;Ecological Informatics;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