Title :
The research of water information extraction techniques based on remote sensing
Author :
Ye Chengming ; Li Jie ; Han Ling ; Miao Fang
Author_Institution :
Key Lab. of Earth Exploration & Inf. Tech. of Minist. of Educ., Chengdu Univ. of Technol., Chengdu, China
Abstract :
Through comprehensively analyse water information extracted process using the single-band threshold, the relationship between multi-band spectrum, NDWI NDVI, to find its confounding factors. That can be used to establish the classification decision tree for water body extraction. The result shows it can improve the reliability of information Extraction. Because the difference of the remote sensors, the classification decision tree needs to be established after comprehensively study the water response to the data bands.
Keywords :
decision trees; geophysical image processing; hydrological techniques; image classification; remote sensing; vegetation; water resources; NDVI; NDWI; classification decision tree; multiband spectrum; normalized difference vegetation index; normalized difference water index; remote sensing; single band threshold; water body extraction; water information extraction techniques; Remote sensing; Sensors; Water conservation; Information Extraction; Remote Sensing; Water;
Conference_Titel :
Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-61284-485-5
DOI :
10.1109/ICCSN.2011.6014751