Transfer Learning for Crop classification with Cropland Data Layer data (CDL) as training samples
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Subject
Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering
Reference64 articles.
1. Importance of food-demand management for climate mitigation;Bajzelj;Nat. Clim. Chang.,2014
2. A new method for crop classification combining time series of radar images and crop phenology information;Bargiel;Remote Sens. Environ.,2017
3. Random forest in remote sensing: a review of applications and future directions;Belgiu;ISPRS J. Photogramm. Remote Sens.,2016
4. Monitoring US agriculture: the US Department of Agriculture, National Agricultural Statistics Service, Cropland Data Layer Program;Boryan;Geocarto International,2011
5. Ieee. DERIVING 2011 CULTIVATED LAND COVER DATA SETS USING USDA NATIONAL AGRICULTURAL STATISTICS SERVICE HISTORIC CROPLAND DATA LAYERS;Boryan,2012
Cited by 87 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. An automated sample generation method by integrating phenology domain optical-SAR features in rice cropping pattern mapping;Remote Sensing of Environment;2024-12
2. Review of synthetic aperture radar with deep learning in agricultural applications;ISPRS Journal of Photogrammetry and Remote Sensing;2024-12
3. Exploring optimal features and image analysis methods for crop type classification from the perspective of crop landscape heterogeneity;Remote Sensing Applications: Society and Environment;2024-11
4. Hierarchical classification for improving parcel-scale crop mapping using time-series Sentinel-1 data;Journal of Environmental Management;2024-10
5. Cross-Regional Transferability of AI Crop-Type Mapping: Insights and Challenges;Proceedings of the 2024 International Conference on Information Technology for Social Good;2024-09-04
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