Research Article

Fire-Net: A Deep Learning Framework for Active Forest Fire Detection

Table 1

The descriptions of datasets for five study areas.

Case studyDateDescription

North American2013-08-31,2014-09-19Training, and validation
Australian wildfire2019-09-03,2019-10-19, 2019-10-21,2019-10-28, 2019-11-06,2019-11-13,2019-12-08, 2019-12-15,2019-12-31,2020-02-01Training, validation, and testing
Amazon rainforest2019-08-25Testing the transferability
Central Africa2019-01-04,2018-12-19, and 2018-12-19 (different area)Testing the transferability
Chernobyl2020-04-10Testing the transferability