Title :
Rapid extraction of Pakistan floods from TM images
Author :
Rui Zhang ; Yonghua Sun
Author_Institution :
Key Lab. of Three Dimension Inf. Acquisition & Applic. MOE, Capital Normal Univ., Beijing, China
Abstract :
This paper take the catastrophic floods of Pakistan in August 2010 as research object, based on the spectral characteristic of the water body. This paper takes the water extraction experiment on TM images which contain a large number of confounding factors. We compared and analyzed the results obtained by the methods such as Single-band threshold value method, Spectral Relations Act and Normalized water index etc. The results show that MNDWI is the best method about extracting the flood information from TM images. This paper provides the methodological guidance for water extraction in remote sensing images.
Keywords :
disasters; feature extraction; floods; geophysical image processing; hydrological techniques; remote sensing; rivers; AD 2010 08; Pakistan; TM images; catastrophic floods; normalized water index; rapid feature extraction; remote sensing images; single band threshold value method; spectral characteristics; spectral relations act; water extraction experiment; Indexes; Landsat TM images; Remote Sensing (RS); water body extraction;
Conference_Titel :
Geoinformatics (GEOINFORMATICS), 2012 20th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-1103-8
DOI :
10.1109/Geoinformatics.2012.6270352