Machine learning algorithms for soil moisture estimation using Sentinel-1: Model development and implementation
Author:
Funder
ISRO
Publisher
Elsevier BV
Subject
Space and Planetary Science,Aerospace Engineering,General Earth and Planetary Sciences,Atmospheric Science,Geophysics,Astronomy and Astrophysics
Reference42 articles.
1. Vegetation modeled as a water cloud;Attema;Radio Sci.,1978
2. New empirical model for radar scattering from bare soils;Baghdadi,2017
3. Potential of Sentinel-1 Surface Soil Moisture Product for Detecting Heavy Rainfall in the South of France;Bazzi;Sensors,2019
4. Neural Networks in R Using the Stuttgart Neural Network Simulator: RSNNS;Bergmeir;J. Stat. Softw.,2012
5. Classification and Regression Trees;Breiman,1984
Cited by 25 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. A cross-resolution transfer learning approach for soil moisture retrieval from Sentinel-1 using limited training samples;Remote Sensing of Environment;2024-02
2. Recent events of land subsidence in Alaknanda valley: a case study of sinking holy town Joshimath, Uttarakhand, India;Environment, Development and Sustainability;2023-12-09
3. Evaluating air quality and criteria pollutants prediction disparities by data mining along a stretch of urban-rural agglomeration includes coal-mine belts and thermal power plants;Frontiers in Environmental Science;2023-11-16
4. Estimation of soil moisture using environmental covariates and machine learning algorithms in Cathedral Peak Catchment, South Africa;Vadose Zone Journal;2023-10-25
5. A multi-scale algorithm for the NISAR mission high-resolution soil moisture product;Remote Sensing of Environment;2023-09
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