DocumentCode
144095
Title
Alpine wetland landscape changes in the Eastern Tibetan Plateau based on coupling analysis of multispectral factor decision tree
Author
Wenlong Li ; Jing Xu
Author_Institution
Coll. of Pastoral Agric. Sci. & Technol., Lanzhou Univ., Lanzhou, China
fYear
2014
fDate
13-18 July 2014
Firstpage
4347
Lastpage
4350
Abstract
In the past 15 years (1995-2010), remotely sensed landscape index analysis, indoor and outdoor experimental analysis and statistical analysis were utilized to study a typical alpine wetland at Maqu County in eastern Qinghai-Tibet Plateau of China for the relation between landscape change and climate change. We investigated: 1) The decision tree module for wetland information extraction was built through analyzing data with spatial character, spectrum character and statistic. 2) changes of alpine wetland landcover and the main climate characteristics (temperature, precipitation) of the alpine wetland; and 3) dynamic changes and causes of alpine wetland landscape. The results indicated the method of decision tree was suitable for information extraction of alpine land, and the local climate change was the primary cause for resulting in reduction of wetland areas and degradation of wetlands in the last many years.
Keywords
hydrological techniques; lakes; remote sensing; vegetation; AD 1995 to 2010; China; Eastern Tibetan Plateau; Maqu County; alpine wetland landcover; alpine wetland landscape changes; coupling analysis; decision tree method; eastern Qinghai-Tibet Plateau; indoor experimental analysis; main climate characteristics; multispectral factor decision tree; outdoor experimental analysis; remotely sensed landscape index analysis; spatial character; spectrum character; statistical analysis; wetland information extraction; Accuracy; Decision trees; Indexes; Market research; Meteorology; Remote sensing; Soil; Alpine wetland; Climate change; Decision tree; Landscape changes; Tibetan plateau;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location
Quebec City, QC
Type
conf
DOI
10.1109/IGARSS.2014.6947452
Filename
6947452
Link To Document