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

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Varun Mithal; Guruprasad Nayak; Ankush Khandelwal; Vipin Kumar; Ramakrishna Nemani; Nikunj C. Oza;
(2018)
  • Publisher: MDPI AG
  • Journal: Remote Sensing (issn: 2072-4292)
  • Related identifiers: doi: 10.3390/rs10010069
  • Subject: MODIS | burned area mapping | tropical forests | machine learning | Science | Q

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 ... View more
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