Mapping the dynamics of Wilpattu Sri Lanka through Remote Sensing的封面
书籍主题:

Mapping the dynamics of Wilpattu Sri Lanka through Remote Sensing

Deforestation and Reforestation analysis of Wilpattu forest Sri Lanka - Remote Sensing application

LAP LAMBERT Academic Publishing (2018-01-23 )

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ISBN-13:

978-613-6-90773-4

ISBN-10:
6136907739
EAN:
9786136907734
书籍语言:
英文
作品简介:
National parks and forest reserves by far could be considered as the heart of a countries bio network. Both these important geographical phenomena are subjected to decay. This decay is a vague entity called deforestation, and one of the challenging tasks to estimate using multi spectral satellite data. Deforestation is mainly triggered by timber production and new settlements in Sri Lanka. This study attempts to identify and analyze the forest cover and its changes in the Wilpattu national park of Sri Lanka, which has grown into a level of a national crisis. The rapid utilization of remote sensing satellites and techniques has provided a reliable, effective, and near real time possibilities to characterize terrestrial ecosystem properties. In this study a time series of Landsat imagery (1977-2015) have been used for the analysis collaborate with the theoretical concepts of Support vector machine based land cover classification and Vegetation indices separately to extract the Vegetation, surface, water and canopy conditions. Finally the Markov chains were used to predict and model the forest cover in another 30 years using time series Support vector machine results.
出版社 :
LAP LAMBERT Academic Publishing
网址:
https://www.lap-publishing.com/
由(作者):
Kuda Udage Janaki Sandamali, Duminda Ranganath Welikanna
页码 :
92
发表日期:
2018-01-23
现货:
备有现货
类别:
地球科学
价格:
49.90 €
关键词:
Markov Chain, NDVI, NDWI, RS, SVM, GNDVI, deforestation, Forest Cover, supervised classification, Support Vector Machine, vegetation index, Wilpattu

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