Analysis of Land Use Land Cover Change Detection Using GIS

Abstract

Nanded have rapid development in every aspect, so by using satellite images and newlineapplication of remote sensing and GIS for land use and land cover change detection were used. newlineFor the analysis, ETM+, LISS3 and Landsat 8 images acquired from official websites Bhuvan newlineand USGS. The main challenge in land use and land cover changes using the remote sensing data newlinewhich how to provide the accurate and geospatial information. The production of thematic map newlinefrom this classification by using an image classification is one of the most common way newlineapplication of remote sensing. This research briefly reviews the background, methods of newlineaccuracy assessment that commonly used and recommended in the research literature. newlineTraditionally pixel based classification was used by researchers but to get more accuracy we newlinehave implemented object based approach and machine learning algorithm. Here we have shown newlinecomparative analysis of pixel based and object based analysis where we obtained result and cross newlinevalidated with ground reality. Processes that involve in this research are selection data satellite, newlinedata correction, classification process, accuracy assessment. newline