ASTER数据在深圳东部滨海地区土地利用调查中的应用

• 地质工程·环境工程 • Previous Articles Next Articles

Application of ASTER Data for Land-Use Classification in Coastal Area of East Shenzhen

TIAN Bo¹, ZHOU Yun-xuan^{1, 2}, JIANG Yun-an³, HOU Chang-mou⁴

1．State Key Laboratory of Estuarine & Coastal, East-China Normal University, Shanghai 200062, China;2．College of GeoExploration Science and Technology, Jilin University, Changchun 130026, China;3．Middle Southern Institute of Forestry Inventory, Planning and Design, SFA, Changsha 410014, China;4．Guangdong Province Forestry Department, Guangzhou 510173, China

Received:2007-03-27 Revised:1900-01-01 Online:2008-01-26 Published:2008-01-26
Contact: TIAN Bo

Abstract

Abstract: Based on radiometric and geometrical correction of ASTER imagery data, the land-use classification of coastal area in the east of Shenzhen were investigated in this study. The sample sites were established through field investigation and vectorization. The reflectance map of each ASTER band and the overlay map of 12 classes of land-use type between bands were derived from the sample sites vector data. Also vegetation index and PCA of the five SWIR bands were mapped and analyzed. With a GIS tool, the study area was classified using knowledge-based decision-tree, which contains information from single ASTER bands, SWIR PCA1, vegetation index, and terrain parameters derived from ASTER stereo-pairs. The classification was validated with an accuracy of 85.1% and the case study showed that the ASTER imagery data can be used in land resource investigation with a low cost and acceptable accuracy.

Key words: ASTER imagery data, landuse, reflectance overlay map, remotely sensed classification, vegetation index

CLC Number:

F301.2

TIAN Bo, ZHOU Yun-xuan, JIANG Yun-an, HOU Chang-mou. Application of ASTER Data for Land-Use Classification in Coastal Area of East Shenzhen[J].J4, 2008, 38(1): 121-0128.

References

Metrics

Viewed

Full text

Abstract

Cited

Shared

Discussed

Comments

Recommended 10

[1]	ZHANG Shi-guang, LIU Cheng-zhi, LEI Shuang-fang, ZHANG Yan, WU Gao-ping, LIU Qiu-hong. The Application of High-Resolution Sequence Stratigraphy in Multiplex Deposition System of the River, Lake and Delta--To Take the Development Block of Fuyu Oil Layer in Chaoyanggou Reservoir for Example[J]. J4, 2009, 39(3): 361 -368 .
[2]	Li Bi-le，Shen Xin，Chen Guang-jun，Yang Yan-qian，Li Yong-sheng. Geochemical Features of OreForming Fluids and Metallogenesis of Vein Ⅰ in Asiha Gold Ore Deposit，Eastern Kunlun，Qinghai Province[J]. Journal of Jilin University(Earth Science Edition), 2012, 42(6): 1676 -1687 .
[3]	YANG Xiao-ping, LI Yang-chun,LIU Zhen, WANG Yan, WANG Hong-jie. Classification of Tectonic Sequence and Dynamic Evolution of Jixi Basin, Eastern Heilongjiang Province[J]. J4, 2005, 35(05): 616 -621 .
[4]	LI Fa-wen, FENG Ping, ZHANG Chao. Vertically-Mixed Runoff Model and Application in Beisan River of Tianjin[J]. J4, 2011, 41(2): 459 -464 .
[5]	WANG Li-jun,LIU Guo-cai,HUANG Ji-guo,LI Yue-qian,CONG Ying,SHEN Zhao-li,ZHAO Xiao-bo. Examination and Study of Catalytic Oxidation in Sight Water Resumption[J]. J4, 2006, 36(03): 458 -461 .
[6]	Lei Ruxiong, Wu Changzhi, Qu Xun, Gu Lianxing, Chen Gang,Uerna Amy, Sun Hongtao, Liu Guoling. Geochronology, Geochemistry and Zircon Hf Isotope Compositions of the Ore-Bearing Gneiss Granite in the Tianhudong Iron-Molybdenum Ore Deposit in the Central Tianshan, West China: Implications for the Early Paleozoic Tectonic Evolution of Central Tianshan[J]. Journal of Jilin University(Earth Science Edition), 2014, 44(5): 1540 -1552 .
[7]	CHU Feng-you, HU Da-qian, YAO Jie. Mineral Composition and Element Geochemistry of Co-Rich Nodule from YJB Sea Mount in Central Pacific Ocean[J]. J4, 2007, 37(1): 8 -0014 .
[8]	ZHOU Yan，ZHENG Pei-xi，WANG Tie-fu，ZHANG Yan-jie. H-O Isotopes of Gold Deposits in the Hanging Wall of Zhao-Ping Fault Belt[J]. J4, 2007, 37(4): 668 -0671 .
[9]	TANG Hua-feng,WANG Pu-jun,JIANG Chuan-jin,LIU Jie,ZHANG Qing-chen,FENG You-liang. Seismic Characters of Volcanic Facies and Their Distribution Relation to Deep Faults in Songliao Basin[J]. J4, 2007, 37(1): 73 -0078 .
[10]	FAN Xiao-min, LI Zhou-bo. Analysis of Fluctuation and Amplitude Increase in Sonic Logs Caused by Fractures in Carbonate Rocks[J]. J4, 2007, 37(1): 168 -0173 .

Application of ASTER Data for Land-Use Classification in Coastal Area of East Shenzhen

Abstract

Cite this article

share this article

References

Related Articles 2

Metrics

Comments

Recommended 10

[1]	Wang Fengyan, Wang Ziming, Wang Mingchang, Jiang Qigang, Yang Tianliang, Zhang Xinyue, Zhao Mingyu. Distribution Characteristics of NDVI in Coastal and Inland Areas for China-Mongolia-Russia Economic Corrido [J]. Journal of Jilin University(Earth Science Edition), 2021, 51(3): 864-876.
[2]	Zhou Linfei, Chen Qixin, Cheng Qian, Zhang Jing. Remote Sensing Classification Information Extraction Based on Rough Set Theory [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(4): 1246-1256.