IMHE OpenIR  > 数字山地与遥感应用中心
Construction of a New Classifier Integrated Multiple Sources and Multi-temporal Remote Sensing Data for wetlands
Language英语
Jingang Jiang(蒋锦刚); Ainong Li(李爱农); Wei Deng(邓伟); Jinhu Bian(边金虎)
Corresponding AuthorAinong Li(李爱农)
2010
Source PublicationBiennial International Conference on Ecological Informatics and Ecosystem Conservation (ISEIS) ; INTERNATIONAL CONFERENCE ON ECOLOGICAL INFORMATICS AND ECOSYSTEM CONSERVATION (ISEIS 2010)
Pages302-314
Conference Date2010-8-27~29
Conference PlaceBeijing, PEOPLES R CHINA
Publication PlaceELSEVIER SCIENCE BV, SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS
Funding OrganizationBeijing Normal Univ; Int Soc Environm Informat Sci
Abstract

This paper developed a new classifier named extension model of fuzzy matter-element to classify multi-source and multitemporal remote sensing data. Taking the National Nature Reserve of Ruoergai wetlands as study area, this paper chose the data of TM, CBERS and MODIS-NDVI of 2007 as data source and introduced the constructing process of this classifier. Results showed that, the overall accuracy (82.36%) and Kappa coefficient (0.8006) of the integrated of multi-information classification method is better than the SVM results using on TM(79.74%, 0.7704) and on CBERS (77.29%, 0.7436). Meanwhile, the paper also made an active exploration of classification on the cloudy image.

KeywordMulti-sources And Multi-temporal Support Vector Machine Fuzzy Matter-element Extension Integrated Classifier Ruoergai Wetland
DOI10.1016/j.proenv.2010.10.036
ISSN1878-0296
Indexed BySCI ; EI
WOS KeywordWOS:000309520900036
Accession numberAccession number:20110813690250
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type会议论文
Identifierhttp://ir.imde.ac.cn/handle/131551/5346
Collection数字山地与遥感应用中心
Recommended Citation
GB/T 7714
Jingang Jiang,Ainong Li,Wei Deng,et al. Construction of a New Classifier Integrated Multiple Sources and Multi-temporal Remote Sensing Data for wetlands[C]. ELSEVIER SCIENCE BV, SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS,2010:302-314.
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