Estimating soil moisture using remote sensing data: A machine learning approach
Author:
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference57 articles.
1. An artificial neural network model for generating hydrograph from hydro-meteorological parameters;Ahmad;J Hydrol,2005
2. Artificial neural networks in hydrology. I: Preliminary concepts;ASCE Task Committee;J Hydrol Eng,2000
3. Artificial neural networks in hydrology. II: Hydrologic applications;ASCE Task Committee;J Hydrol Eng,2000
4. Multi-time scale stream flow predictions: the support vector machines approach;Asefa;J Hydrol,2006
5. Soil moisture retrieval from active spaceborne microwave observations: an evaluation of current techniques;Barrett;Remote Sens,2009
Cited by 358 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. Improving soil moisture prediction with deep learning and machine learning models;Computers and Electronics in Agriculture;2024-11
2. Distribution coefficient prediction using multimodal machine learning based on soil adsorption factors, XRF, and XRD spectrum data;Journal of Hazardous Materials;2024-10
3. Estimation of Soil Moisture during Different Growth Stages of Summer Maize under Various Water Conditions Using UAV Multispectral Data and Machine Learning;Agronomy;2024-09-03
4. Uncertainty estimates in the NISAR high-resolution soil moisture retrievals from multi-scale algorithm;Remote Sensing of Environment;2024-09
5. Comparative Analysis of Machine-Learning Models for Soil Moisture Estimation Using High-Resolution Remote-Sensing Data;Land;2024-08-22
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