Unsupervised Burned Area Mapping in a Protected Natural Site. An Approach Using SAR Sentinel-1 Data and K-mean Algorithm

2020 ◽  
pp. 63-77
Author(s):  
Giandomenico De Luca ◽  
Giuseppe Modica ◽  
Carmen Fattore ◽  
Rosa Lasaponara
Keyword(s):  
Burned Area ◽  
Natural Site ◽  
Burned Area Mapping

scholarly journals CNN-based burned area mapping using radar and optical data

2021 ◽  
Vol 260 ◽  
pp. 112468
Author(s):  
Miguel A. Belenguer-Plomer ◽  
Mihai A. Tanase ◽  
Emilio Chuvieco ◽  
Francesca Bovolo
Keyword(s):  
Optical Data ◽  
Burned Area ◽  
Burned Area Mapping

scholarly journals A spatio-temporal active-fire clustering approach for global burned area mapping at 250 m from MODIS data

2020 ◽  
Vol 236 ◽  
pp. 111493 ◽  
Author(s):  
Joshua Lizundia-Loiola ◽  
Gonzalo Otón ◽  
Rubén Ramo ◽  
Emilio Chuvieco
Keyword(s):  
Burned Area ◽  
Modis Data ◽  
Active Fire ◽  
Burned Area Mapping ◽  
Clustering Approach ◽  
Spatio Temporal

An active-fire based burned area mapping algorithm for the MODIS sensor

2009 ◽  
Vol 113 (2) ◽  
pp. 408-420 ◽  
Author(s):  
Louis Giglio ◽  
Tatiana Loboda ◽  
David P. Roy ◽  
Brad Quayle ◽  
Christopher O. Justice
Keyword(s):  
Burned Area ◽  
Mapping Algorithm ◽  
Active Fire ◽  
Burned Area Mapping

A data mining approach for global burned area mapping

2018 ◽  
Vol 73 ◽  
pp. 39-51 ◽  
Author(s):  
Rubén Ramo ◽  
Mariano García ◽  
Daniel Rodríguez ◽  
Emilio Chuvieco
Keyword(s):  
Data Mining ◽  
Burned Area ◽  
Data Mining Approach ◽  
Burned Area Mapping

scholarly journals Exploring the utility of Sentinel-2 MSI and Landsat 8 OLI in burned area mapping for a heterogenous savannah landscape

PLoS ONE ◽  
2020 ◽  
Vol 15 (5) ◽  
pp. e0232962 ◽  
Author(s):  
Fiona Ngadze ◽  
Kudzai Shaun Mpakairi ◽  
Blessing Kavhu ◽  
Henry Ndaimani ◽  
Monalisa Shingirayi Maremba
Keyword(s):  
Burned Area ◽  
Landsat 8 ◽  
Landsat 8 Oli ◽  
Burned Area Mapping ◽  
Sentinel 2

scholarly journals Landsat-8 and Sentinel-2 burned area mapping - A combined sensor multi-temporal change detection approach

2019 ◽  
Vol 231 ◽  
pp. 111254 ◽  
Author(s):  
David P. Roy ◽  
Haiyan Huang ◽  
Luigi Boschetti ◽  
Louis Giglio ◽  
Lin Yan ◽  
...  
Keyword(s):  
Change Detection ◽  
Temporal Change ◽  
Burned Area ◽  
Landsat 8 ◽  
Detection Approach ◽  
Burned Area Mapping ◽  
Multi Temporal ◽  
Combined Sensor ◽  
Sentinel 2
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