Convolutional neural network for high-resolution wetland mapping with open data: Variable selection and the challenges of a generalizable model-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Convolutional neural network for high-resolution wetland mapping with open data: Variable selection and the challenges of a generalizable model

Published:2023-02 Issue: Volume:861 Page:160622
ISSN:0048-9697
Container-title:Science of The Total Environment
language:en
Short-container-title:Science of The Total Environment

Author:

Mainali Kumar,Evans Michael,Saavedra David,Mills Emily,Madsen Becca,Minnemeyer Susan

Funder

Electric Power Research Institute

Publisher

Elsevier BV

Subject

Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering

Reference58 articles.

1. Spectral analysis of wetlands using multi-source optical satellite imagery;Amani;ISPRS J. Photogramm. Remote Sens.,2018

2. Decision-tree, rule-based, and random forest classification of high-resolution multispectral imagery for wetland mapping and inventory;Berhane;Remote Sens.,2018

3. Object based image analysis for remote sensing;Blaschke;ISPRS J. Photogramm. Remote Sens.,2010

4. Coastal wetland classification with deep U-net convolutional networks and Sentinel-2 imagery: a case study at the Tien Yen estuary of Vietnam;Dang;Remote Sens.,2020

5. How much wetland has the world lost? Long-term and recent trends in global wetland area;Davidson;Mar. Freshw. Res.,2014

Cited by 11 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. Mapping and understanding degradation of alpine wetlands in the northern Maloti-Drakensberg, southern Africa;Journal of Mountain Science;2024-09

2. Remote monitoring of reforestation on the abandoned agricultural lands in the Republic of Mari El using the method of principal component analysis;Исследования Земли из космоса;2024-08-24

3. AI-Empowered Peatland Management for Climate-Resilient and Sustainable Future: Challenges and Opportunities;2024 4th International Conference on Emerging Smart Technologies and Applications (eSmarTA);2024-08-06

4. Investigating the spatial distribution of flood inundation and landforms using topographic position index (TPI) and geomorphon-based automated landform classification methods;Journal of Earth System Science;2024-06-28

5. Mapping and classification of Liao River Delta coastal wetland based on time series and multi-source GaoFen images using stacking ensemble model;Ecological Informatics;2024-05

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