Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework

Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework

This paper presents an application of a novel machine-learning framework on MODIS (moderate-resolution imaging spectroradiometer) data to map burned areas over tropical forests of South America and South-east Asia. The RAPT (RAre Class Prediction in the absence of True labels) framework is able to b...

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Bibliographic Details
Main Authors: Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Ramakrishna Nemani, Nikunj C. Oza
Format: Article
Language:English
Published: MDPI AG 2018-01-01
Series:Remote Sensing
Subjects:
MODIS
burned area mapping
tropical forests
machine learning
Online Access:http://www.mdpi.com/2072-4292/10/1/69

Internet

http://www.mdpi.com/2072-4292/10/1/69

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