Editorial for the Special Issue: "Integrated Applications of Geo-Information in Environmental Monitoring"

被引:1
|
作者
Wu, Weicheng [1 ,2 ]
Liu, Yalan [3 ]
机构
[1] East China Univ Technol, Key Lab Digital Land & Resources, Nanchang 330013, Jiangxi, Peoples R China
[2] East China Univ Technol, Fac Earth Sci, Nanchang 330013, Jiangxi, Peoples R China
[3] Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100101, Peoples R China
关键词
D O I
10.3390/rs14174251
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Geo-information technology has been playing an increasingly important role in environmental monitoring in recent decades. With the continuous improvement in the spatial resolution of remote sensing images, the diversification of sensors and the development of processing packages, applications of a variety of geo-information, in particular, multi-resolution remote sensing and geographical data, have become momentous in environmental research, including land cover change detection and modeling, land degradation assessment, geohazard mapping and disaster damage assessment, mining and restoration monitoring, etc. In addition, machine learning algorithms such as Random Forests (RF) and Convolutional Neural Networks (CNN) have improved and deepened the applications of geo-information technology in environmental monitoring and assessment. The purpose of this Special Issue is to provide a platform for communication of high-quality research in the world in the domain of comprehensive application of geo-information technology. It contains 10 high-level scientific papers on the following topics such as desertification monitoring, governance of mining areas, identification of marine dynamic targets, extraction of buildings, and so on.
引用
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页数:4
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