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Stavrakoudis, Dimitris, Gitas, Ioannis Z. (2023) Object-Based Burned Area Mapping with Extreme Gradient Boosting Using Sentinel-2 Imagery. Journal of Geographic Information System, 15 (1) 53-72 doi:10.4236/jgis.2023.151004

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Reference TypeJournal (article/letter/editorial)
TitleObject-Based Burned Area Mapping with Extreme Gradient Boosting Using Sentinel-2 Imagery
JournalJournal of Geographic Information System
AuthorsStavrakoudis, DimitrisAuthor
Gitas, Ioannis Z.Author
Year2023Volume15
Issue1
PublisherScientific Research Publishing, Inc.
DOIdoi:10.4236/jgis.2023.151004Search in ResearchGate
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Mindat Ref. ID15705901Long-form Identifiermindat:1:5:15705901:6
GUID0
Full ReferenceStavrakoudis, Dimitris, Gitas, Ioannis Z. (2023) Object-Based Burned Area Mapping with Extreme Gradient Boosting Using Sentinel-2 Imagery. Journal of Geographic Information System, 15 (1) 53-72 doi:10.4236/jgis.2023.151004
Plain TextStavrakoudis, Dimitris, Gitas, Ioannis Z. (2023) Object-Based Burned Area Mapping with Extreme Gradient Boosting Using Sentinel-2 Imagery. Journal of Geographic Information System, 15 (1) 53-72 doi:10.4236/jgis.2023.151004
In(2023) Journal of Geographic Information System Vol. 15 (1) Scientific Research Publishing, Inc.

See Also

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Stavrakoudis, Dimitris, Katagis, Thomas, Minakou, Chara, Gitas, Ioannis Z. (2020) Automated Burned Scar Mapping Using Sentinel-2 Imagery. Journal of Geographic Information System, 12 (3) 221-240 doi:10.4236/jgis.2020.123014
Dragozi, Eleni, Gitas, Ioannis, Stavrakoudis, Dimitris, Theocharis, John (2014) Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery. Remote Sensing, 6 (12). doi:10.3390/rs61212005
Polychronaki, Anastasia, Gitas, Ioannis Z. (2010) The development of an operational procedure for burned-area mapping using object-based classification and ASTER imagery. International Journal of Remote Sensing, 31 (4). doi:10.1080/01431160903334497
Polychronaki, Anastasia, Gitas, Ioannis Z. (2012) Burned Area Mapping in Greece Using SPOT-4 HRVIR Images and Object-Based Image Analysis. Remote Sensing, 4 (2). doi:10.3390/rs4020424
Polychronaki, Anastasia, Gitas, Ioannis, Veraverbeke, Sander, Debien, Annekatrien (2013) Evaluation of ALOS PALSAR Imagery for Burned Area Mapping in Greece Using Object-Based Classification. Remote Sensing, 5 (11). doi:10.3390/rs5115680
Gitas, Ioannis Z., Mitri, George H., Ventura, Gemma (2004) Object-based image classification for burned area mapping of Creus Cape, Spain, using NOAA-AVHRR imagery. Remote Sensing of Environment, 92 (3). 409-413 doi:10.1016/j.rse.2004.06.006
Stavrakoudis, Dimitris, Dragozi, Eleni, Gitas, Ioannis, Karydas, Christos (2014) Decision Fusion Based on Hyperspectral and Multispectral Satellite Imagery for Accurate Forest Species Mapping. Remote Sensing, 6 (8). doi:10.3390/rs6086897
Stefanidou, Alexandra, Gitas, Ioannis Z., Stavrakoudis, Dimitris, Eftychidis, Georgios (2019) Midterm Fire Danger Prediction Using Satellite Imagery and Auxiliary Thematic Layers. Remote Sensing, 11 (23). doi:10.3390/rs11232786
Franquesa, Magí, Vanderhoof, Melanie K., Stavrakoudis, Dimitris, Gitas, Ioannis Z., Roteta, Ekhi, Padilla, Marc, Chuvieco, Emilio (2020) Development of a standard database of reference sites for validating global burned area products. Earth System Science Data, 12 (4) 3229-3246 doi:10.5194/essd-12-3229-2020
Stavrakoudis, Dimitris, Katsantonis, Dimitrios, Kadoglidou, Kalliopi, Kalaitzidis, Argyris, Gitas, Ioannis (2019) Estimating Rice Agronomic Traits Using Drone-Collected Multispectral Imagery. Remote Sensing, 11 (5). doi:10.3390/rs11050545
Stavrakoudis, Dimitris G., Galidaki, Georgia N., Gitas, Ioannis Z., Theocharis, John B. (2012) A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing, 50 (1) 130-148 doi:10.1109/tgrs.2011.2159613
 
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