Land Use Change Detection Based on GF-1 Satellite Remote Sensing Images

被引:1
|
作者
Fu Qing [1 ,2 ,3 ]
Guo Chen [1 ,2 ]
Luo Wenlang [1 ,2 ]
机构
[1] Jinggangshan Univ, Sch Elect & Informat Engn, Jian 343009, Jiangxi, Peoples R China
[2] Jiangxi Engn Lab IoT Technol Crop Growth, Jian 343009, Jiangxi, Peoples R China
[3] Tongji Univ, Coll Surveying & Geoinformat, Shanghai 200092, Peoples R China
关键词
remote sensing; GF-1; remote sensing image; land use; change detection; COVER CHANGE; AREA; IMPACT; EGYPT; GIS;
D O I
10.3788/LOP57.162802
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Land use change detection is crucial in land resource management and monitoring. Herein, GF-1 multispectral remote sensing images, which were captured in Nanchang city of Jiangxi province in 2013-2017, are classified using the image classification method based on support vector machine. Moreover, land use change maps of the study area in those five years are generated, and land use change characteristics are analyzed. Results show that the types of land in the study area are mainly forest land, grassland, water, and building land. In the five years, the vegetation changed the most with a decrease of 54.74 km(2), followed by the water area with an increase of 22.12 km(2), then land building area with an increase of 19. 45 km(2), and bare land area with an increase of 5.17 km(2).
引用
收藏
页数:8
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