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Geocarto International Volume 36, 2021 - Issue 3
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Original Articles

Incorporating Sentinel-1 SAR imagery with the MODIS MCD64A1 burned area product to improve burn date estimates and reduce burn date uncertainty in wildland fire mapping

Kristofer LaskoDepartment of Geographical Sciences, University of Maryland, College Park, MD, USA; ;Geospatial Research Laboratory, Engineer Research and Development Center, Alexandria, VA, USACorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0001-8980-8943View further author information
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Pages 340-360 | Received 03 Nov 2018, Accepted 17 Mar 2019, Published online: 10 Jun 2019

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Giandomenico De Luca, João M. N. Silva, Salvatore Di Fazio & Giuseppe Modica. (2022) Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for land cover mapping in a Mediterranean region. European Journal of Remote Sensing 55:1, pages 52-70.
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Giandomenico De Luca, João M. N. Silva & Giuseppe Modica. (2022) Regional-scale burned area mapping in Mediterranean regions based on the multitemporal composite integration of Sentinel-1 and Sentinel-2 data. GIScience & Remote Sensing 59:1, pages 1678-1705.
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Giandomenico De Luca, João M.N. Silva & Giuseppe Modica. (2021) A workflow based on Sentinel-1 SAR data and open-source algorithms for unsupervised burned area detection in Mediterranean ecosystems. GIScience & Remote Sensing 58:4, pages 516-541.
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Articles from other publishers (15)

Daniel Paluba, Lorenzo Giuliano Papale, Triantafyllia-Maria Perivolioti, Přemysl Štych, Josef Laštovička, Panagiotis Kalaitzis, Georgia Karadimou, Elena Papageorgiou & Antonios Mouratidis. (2023) Unsupervised Burned Area Mapping in Greece: Investigating the Impact of Precipitation, Pre- and Post-Processing of Sentinel-1 Data in Google Earth Engine. Unsupervised Burned Area Mapping in Greece: Investigating the Impact of Precipitation, Pre- and Post-Processing of Sentinel-1 Data in Google Earth Engine.
Laraib Ahmad & Sameer Saran. (2023) Anthropogenic evidences as precursors to forest fire trigger in Western Himalayan Region. Environment, Development and Sustainability.
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Alana K. Neves, Manuel L. Campagnolo, João M.N. Silva & José M.C. Pereira. (2023) A Landsat-based atlas of monthly burned area for Portugal, 1984–2021. International Journal of Applied Earth Observation and Geoinformation 119, pages 103321.
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Maryamsadat Hosseini & Samsung Lim. (2023) Burned area detection using Sentinel-1 SAR data: A case study of Kangaroo Island, South Australia. Applied Geography 151, pages 102854.
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Houri Gholamrezaie, Mahdi Hasanlou, Meisam Amani & S. Mohammad Mirmazloumi. (2022) Automatic Mapping of Burned Areas Using Landsat 8 Time-Series Images in Google Earth Engine: A Case Study from Iran. Remote Sensing 14:24, pages 6376.
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Rokhmatuloh, Ardiansyah, Satria Indratmoko, Indra Riyanto, Lestari Margatama & Rahmat Arief. (2022) Burnt-Area Quick Mapping Method with Synthetic Aperture Radar Data. Applied Sciences 12:23, pages 11922.
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Kristofer Lasko. (2022) Gap Filling Cloudy Sentinel-2 NDVI and NDWI Pixels with Multi-Frequency Denoised C-Band and L-Band Synthetic Aperture Radar (SAR), Texture, and Shallow Learning Techniques. Remote Sensing 14:17, pages 4221.
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Yuqing Liu, Wenzhong Shi, Min Zhang, Ming Hao, Hua Zhang & Yangjie Sun. (2022) The Coupling of Soil Water and Leaf Phenology Observed by Satellite During Australian Bushfires in 2019–2020. Journal of Geophysical Research: Atmospheres 127:16.
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Seyd Teymoor Seydi, Vahideh Saeidi, Bahareh Kalantar, Naonori Ueda, J. L. van Genderen, Fattah Hatami Maskouni & Farzad Amini Aria. (2022) Fusion of the Multisource Datasets for Flood Extent Mapping Based on Ensemble Convolutional Neural Network (CNN) Model. Journal of Sensors 2022, pages 1-20.
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Andriy Babushka, Lyubov Babiy, Borys Chetverikov & Andriy Sevruk. (2021) GEODESY, CARTOGRAPHY AND AERIAL PHOTOGRAPHY. GEODESY, CARTOGRAPHY AND AERIAL PHOTOGRAPHY 94, 2021:94, pages 35-43.
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Igor Glushkov, Ilona Zhuravleva, Jessica L McCarty, Anna Komarova, Alexey Drozdovsky, Marina Drozdovskaya, Vilen Lupachik, Alexey Yaroshenko, Stephen V Stehman & Alexander V Prishchepov. (2021) Spring fires in Russia: results from participatory burned area mapping with Sentinel-2 imagery. Environmental Research Letters 16:12, pages 125005.
Crossref
Azad Rasul, Gaylan R. Faqe Ibrahim, Hasan M. Hameed & Kevin Tansey. (2020) A trend of increasing burned areas in Iraq from 2001 to 2019. Environment, Development and Sustainability 23:4, pages 5739-5755.
Crossref
Dmitry Rashkovetsky, Florian Mauracher, Martin Langer & Michael Schmitt. (2021) Wildfire Detection From Multisensor Satellite Imagery Using Deep Semantic Segmentation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 7001-7016.
Crossref
M.L. Campagnolo, R. Libonati, J.A. Rodrigues & J.M.C. Pereira. (2021) A comprehensive characterization of MODIS daily burned area mapping accuracy across fire sizes in tropical savannas. Remote Sensing of Environment 252, pages 112115.
Crossref
Giandomenico De Luca, João M. N. Silva, Duarte Oom & Giuseppe Modica. 2021. Computational Science and Its Applications – ICCSA 2021. Computational Science and Its Applications – ICCSA 2021 139 154 .

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