Evaluation and improvement of temporal robustness and transfer performance of surface soil moisture estimated by machine learning regression algorithms

Author:

Jiaxin Qian,Jie Yang,Weidong Sun,Lingli Zhao,Lei Shi,Chaoya Dang

Funder

Natural Science Foundation of Hubei Province

Wuhan University

National Aeronautics and Space Administration

National Natural Science Foundation of China

European Space Agency

Publisher

Elsevier BV

Subject

Horticulture,Computer Science Applications,Agronomy and Crop Science,Forestry

Reference103 articles.

1. Soil moisture estimation using multi-incidence and multi-polarization ASAR data;Baghdadi;Int. J. Remote Sens.,2006

2. Surface soil moisture retrievals over partially vegetated areas from the synergy of Sentinel-1 and Landsat 8 data using a modified water-cloud model;Bao;Int. J. Appl. Earth Obs. Geoinf.,2018

3. Toward global soil moisture monitoring with Sentinel-1: Harnessing assets and overcoming obstacles;Bauer-Marschallinger;IEEE Trans. Geosci. Remote Sens.,2018

4. Dual-polarimetric descriptors from Sentinel-1 GRD SAR data for crop growth assessment;Bhogapurapu;ISPRS J. Photogramm. Remote Sens.,2021

5. Soil moisture retrieval over croplands using dual-pol L-band GRD SAR data;Bhogapurapu;Remote Sens. Environ.,2022

同舟云学术

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