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Automatic classification of coastal sand dunes in the Namib Desert through the texture analysis approach

JIN Zikai LI Fayuan LIU Lulu JIAO Haoyang CUI Lingzhou

干旱区科学2025，Vol.17Issue(8)：1168-1187,20.

干旱区科学2025，Vol.17Issue(8)：1168-1187,20.DOI:10.1007/s40333-025-0107-6

Automatic classification of coastal sand dunes in the Namib Desert through the texture analysis approach

JIN Zikai ¹LI Fayuan ¹LIU Lulu ²JIAO Haoyang ¹CUI Lingzhou³

作者信息

1. School of Geography,Nanjing Normal University,Nanjing 210023,China||Key Laboratory of Virtual Geographic Environment,Ministry of Education,Nanjing Normal University,Nanjing 210023,China||Jiangsu Centre for Collaborative Innovation in Geographical Information Resource Development and Application,Nanjing 210023,China
2. School of Geography,Nanjing Normal University,Nanjing 210023,China||Ningbo Institute of Surveying,Mapping and Remote Sensing,Ningbo 315042,China
3. College of Life and Environmental Science,Wenzhou University,Wenzhou 325035,China
折叠

摘要

关键词

coastal dune/topographic texture/random forest/digital elevation model(DEM)/dune classification/gray-level co-occurrence matrix(GLCM)

Key words

coastal dune/topographic texture/random forest/digital elevation model(DEM)/dune classification/gray-level co-occurrence matrix(GLCM)

引用本文复制引用

JIN Zikai,LI Fayuan,LIU Lulu,JIAO Haoyang,CUI Lingzhou..Automatic classification of coastal sand dunes in the Namib Desert through the texture analysis approach[J].干旱区科学,2025,17(8):1168-1187,20.

基金项目

This research was supported by the National Natural Science Foundation of China(42271421). （42271421）

干旱区科学

ISSN：1674-6767

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