@article{SCHROEDER2016210,
title = "{Active fire detection using Landsat-8/OLI data}",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "185",
pages = "210 - 220",
year = "2016",
issn = "0034-4257",
doi = "10.1016/j.rse.2015.08.032",
author = "Wilfrid Schroeder and Patricia Oliva and Louis Giglio and Brad Quayle and Eckehard Lorenz and Fabiano Morelli",
}

@article{OLIVA2015144,
title = "Assessment of VIIRS 375m active fire detection product for direct burned area mapping",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "160",
pages = "144 - 155",
year = "2015",
issn = "0034-4257",
doi = "10.1016/j.rse.2015.01.010",
author = "Patricia Oliva and Wilfrid Schroeder",
keywords = "Active fire, Burned area, NPP-VIIRS, Landsat-8, Global",
}

@article{MAIER201311,
title = "Sensitivity of the MODIS fire detection algorithm (MOD14) in the savanna region of the Northern Territory, Australia",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "76",
pages = "11 - 16",
year = "2013",
note = "Terrestrial 3D modelling",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2012.11.005",
author = "Stefan W. Maier and Jeremy Russell-Smith and Andrew C. Edwards and Cameron Yates",
}

@article{PINTO2020260,
title = "A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "160",
pages = "260 - 274",
year = "2020",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2019.12.014",
author = "Miguel M. Pinto and Renata Libonati and Ricardo M. Trigo and Isabel F. Trigo and Carlos C. DaCamara",
}


@article{doi:10.1139/x86-171,
author = {Flannigan, M. D. and Haar, T. H. Vonder},
title = {{Forest fire monitoring using NOAA satellite AVHRR}},
journal = {Canadian Journal of Forest Research},
volume = {16},
number = {5},
pages = {975-982},
year = {1986},
doi = {10.1139/x86-171},
}

@article {Lee90,
      author = "Thomas F. Lee and Paul M. Tag",
      title = "{Improved Detection of Hotspots using the AVHRR 3.7-um Channel}",
      journal = "Bulletin of the American Meteorological Society",
      year = "1990",
      publisher = "American Meteorological Society",
      address = "Boston MA, USA",
      volume = "71",
      number = "12",
      doi = "10.1175/1520-0477",
      pages="1722 - 1730",
}


@article{ROY2014154,
title = "{Landsat-8: Science and product vision for terrestrial global change research}",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "145",
pages = "154 - 172",
year = "2014",
issn = "0034-4257",
doi = "10.1016/j.rse.2014.02.001",
author = "D.P. Roy and M.A. Wulder and T.R. Loveland and et al.",
}

@InProceedings{10.1007/978-3-319-10602-1_48,
author="Lin, Tsung-Yi
and Maire, Michael
and Belongie, Serge
and Hays, James
and Perona, Pietro
and Ramanan, Deva
and Doll{\'a}r, Piotr
and Zitnick, C. Lawrence",
editor="Fleet, David
and Pajdla, Tomas
and Schiele, Bernt
and Tuytelaars, Tinne",
title="{Microsoft COCO: Common Objects in Context}",
booktitle="European Conference on Computer Vision (ECCV)",
year="2014",
publisher="Springer",
address="Cham",
pages="740--755",
doi="10.1007/978-3-319-10602-1_48",
isbn="978-3-319-10602-1"
}


@inproceedings{10.3115/1072017.1072026,
author = {Chinchor, Nancy and Sundheim, Beth},
title = {MUC-5 Evaluation Metrics},
year = {1993},
isbn = {1558603360},
publisher = {Association for Computational Linguistics},
address = {USA},
doi = {10.3115/1072017.1072026},
booktitle = {Conference on Message Understanding},
pages = {69–78},
numpages = {10},
location = {Baltimore, Maryland},
series = {MUC5 '93}
}

@INPROCEEDINGS{8702174,
  author={Y. {Lyu} and L. {Bai} and X. {Huang}},
  booktitle={IEEE International Symposium on Circuits and Systems}, 
  title={{Road Segmentation using CNN and Distributed LSTM}},
  year={2019},
  volume={1},
  number={1},
  pages={1-5},
  doi={10.1109/ISCAS.2019.8702174}}
  
@book{10.5555/3086952,
author = {Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron},
title = {Deep Learning},
year = {2016},
isbn = {0262035618},
publisher = {The MIT Press},
}

@inproceedings{NIPS2015_4e4e53aa,
 author = {O. Pinheiro, Pedro O and Collobert, Ronan and Dollar, Piotr},
 booktitle = {Advances in Neural Information Processing Systems (NIPS)},
 editor = {C. Cortes and N. Lawrence and D. Lee and M. Sugiyama and R. Garnett},
 pages = {1990--1998},
 title = {{Learning to Segment Object Candidates}},
 volume = {28},
 doi={10.5555/2969442.2969462},
 year = {2015}
}

@ARTICLE{8113128,
  author={X. X. {Zhu} and D. {Tuia} and L. {Mou} and G. {Xia} and L. {Zhang} and F. {Xu} and F. {Fraundorfer}},
  journal={IEEE Geoscience and Remote Sensing Magazine}, 
  title={Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources}, 
  year={2017},
  volume={5},
  number={4},
  pages={8-36},
  doi={10.1109/MGRS.2017.2762307}
  }

@ARTICLE{9044873,
  author={Z. {Wang} and J. {Chen} and S. C. H. {Hoi}},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  title={Deep Learning for Image Super-resolution: A Survey}, 
  year={2020},
  volume={1},
  number={1},
  pages={1-22},
  doi={10.1109/TPAMI.2020.2982166}
}

@article{PAOLETTI2019279,
title = "Deep learning classifiers for hyperspectral imaging: A review",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "158",
pages = "279 - 317",
year = "2019",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2019.09.006",
author = "M.E. Paoletti and J.M. Haut and J. Plaza and A. Plaza",
keywords = "Deep learning (DL), Hyperspectral imaging (HSI), Earth observation (EO), Classification",
}

@article{YUAN2020111716,
title = "Deep learning in environmental remote sensing: Achievements and challenges",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "241",
pages = "111716",
year = "2020",
issn = "0034-4257",
doi = "10.1016/j.rse.2020.111716",
author = "Qiangqiang Yuan and Huanfeng Shen and Tongwen Li and Zhiwei Li and Shuwen Li and Yun Jiang and Hongzhang Xu and Weiwei Tan and Qianqian Yang and Jiwen Wang and Jianhao Gao and Liangpei Zhang",
}

@article{LITJENS201760,
title = "A survey on deep learning in medical image analysis",
author = "Geert Litjens and Thijs Kooi and Babak Ehteshami Bejnordi and Arnaud Arindra Adiyoso Setio and Francesco Ciompi and Mohsen Ghafoorian and Jeroen A.W.M. {van der Laak} and Bram {van Ginneken} and Clara I. Sánchez",
journal = "Medical Image Analysis (Elsevier)",
volume = "42",
pages = "60 - 88",
year = "2017",
issn = "1361-8415",
doi = "10.1016/j.media.2017.07.005",
}

@book{10.5555/1841234,
author = {Chapelle, Olivier and Schlkopf, Bernhard and Zien, Alexander},
title = {Semi-Supervised Learning},
year = {2010},
isbn = {0262514125},
publisher = {The MIT Press},
edition = {1st},
doi={10.5555/1841234}
}

@article{GARCIAGARCIA201841,
title = "A survey on deep learning techniques for image and video semantic segmentation",
journal = "Applied Soft Computing (Elsevier)",
volume = "70",
pages = "41 - 65",
year = "2018",
issn = "1568-4946",
doi = "10.1016/j.asoc.2018.05.018",
author = "Alberto Garcia and Sergio Orts-Escolano and Sergiu Oprea and Victor Villena-Martinez and Pablo Martinez-Gonzalez and Jose Garcia-Rodriguez",
keywords = "Semantic segmentation, Deep learning, Scene labeling",
}

@article{Rumelhart:1986we,
  added-at = {2019-05-21T10:10:49.000+0200},
  author = {Rumelhart, David E. and Hinton, Geoffrey E. and Williams, Ronald J.},
  biburl = {https://www.bibsonomy.org/bibtex/2a392597c4f9cff2cd3c96c2191fa1eb6/sxkdz},
  doi = {10.1038/323533a0},
  interhash = {c354bc293fa9aa7caffc66d40a014903},
  intrahash = {a392597c4f9cff2cd3c96c2191fa1eb6},
  journal = {Nature},
  keywords = {imported},
  number = 6088,
  pages = {533--536},
  timestamp = {2019-05-21T10:10:49.000+0200},
  title = {{Learning Representations by Back-propagating Errors}},
  volume = 323,
  year = 1986
}

@article{MA2019166,
title = "Deep learning in remote sensing applications: A meta-analysis and review",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "152",
pages = "166-177",
year = "2019",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2019.04.015",
author = "Lei Ma and Yu Liu and Xueliang Zhang and Yuanxin Ye and Gaofei Yin and Brian Alan Johnson",
keywords = "Deep learning (DL), Remote sensing, LULC classification, Object detection, Scene classification",
}

@article{10.1007/s11263-009-0275-4,
author = {Everingham, Mark and Gool, Luc and Williams, Christopher K. and Winn, John and Zisserman, Andrew},
title = {{The Pascal Visual Object Classes (VOC) Challenge}},
year = {2010},
issue_date = {June      2010},
publisher = {Kluwer Academic Publishers},
address = {USA},
volume = {88},
number = {2},
issn = {0920-5691},
doi = {10.1007/s11263-009-0275-4},
journal = {International Journal of Computer Vision (IJCV)},
month = jun,
pages = {303–338},
numpages = {36},
keywords = {Object detection, Benchmark, Object recognition, Database}
}

@INPROCEEDINGS{6728473,
  author={J. {Fritsch} and T. {Kühnl} and A. {Geiger}},
  booktitle={International IEEE Conference on Intelligent Transportation Systems}, 
  title={A new performance measure and evaluation benchmark for road detection algorithms},
  year={2013},
  volume={1},
  number={1},
  pages={1693-1700},
  doi={10.1109/ITSC.2013.6728473}}


@article{Liu2001,
author = {Liu, Huihui and Kaufman, Y. and Ichoku, Charles and Fraser, Robert and Trishchenko, Alexander and Giglio, L. and Jin, J. and Yu, X.},
year = {2001},
month = {01},
pages = {1-51},
title = {{A Review of AVHRR-based Active Fire Detection Algorithms: Principles Limitations and Recommendations}},
journal = {Global and Regional Vegetation Fire Monitoring from Space Planning and Coordinated International Effort}
}

@article{BOSCHETTI2017347,
title = "PhenoRice: A method for automatic extraction of spatio-temporal information on rice crops using satellite data time series",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "194",
pages = "347 - 365",
year = "2017",
issn = "0034-4257",
doi = "10.1016/j.rse.2017.03.029",
author = "Mirco Boschetti and Lorenzo Busetto and Giacinto Manfron and Alice Laborte and Sonia Asilo and Sellaperumal Pazhanivelan and Andrew Nelson",
keywords = "MODIS, Agriculture, Rice, Time series, Phenology",
}

@article{YAO201914,
title = "A review of Convolutional-Neural-Network-based action recognition",
journal = "Pattern Recognition Letters (Elsevier)",
volume = "118",
pages = "14 - 22",
year = "2019",
issn = "0167-8655",
doi = "10.1016/j.patrec.2018.05.018",
author = "Guangle Yao and Tao Lei and Jiandan Zhong",
keywords = "Action recognition, Deep learning, Convolutional Neural Network, Action representation",
}

@INPROCEEDINGS{7820963,
  author={H. {Petersson} and D. {Gustafsson} and D. {Bergstrom}},
  booktitle={International Conference on Image Processing Theory, Tools and Applications}, 
  title={Hyperspectral image analysis using deep learning — A review}, 
  year={2016},
  volume={1},
  number={1},
  pages={1-6},
  doi={10.1109/IPTA.2016.7820963}
}
  
@INPROCEEDINGS{Kondratyev,
  author={K. Ya. Kondratyev and  L.N. Dyachenko and V.I. Binenko and A.P. Chernenko},
  booktitle={International Symposium on Remote Sensing of Environment}, 
  title={{Detection of Small Fires and Mapping of Large Forest Fires by Infrared Imagery}}, 
  year={1972},
  volume={1},
  number={1},
  pages={1297–1303}
}  

@article{doi:10.1080/01431168708948657,
author = {Michael Matson and Brent Holben},
title = {Satellite detection of tropical burning in Brazil},
journal = {International Journal of Remote Sensing},
volume = {8},
number = {3},
pages = {509-516},
year  = {1987},
publisher = {Taylor & Francis},
doi = {10.1080/01431168708948657},
}


@InProceedings{Gargiulo2019,
  author    = {Massimiliano Gargiulo and
               Domenico Antonio Giuseppe Dell'Aglio and
               Antonio Iodice and
               Daniele Riccio and
               Giuseppe Ruello},
  title     = {{A CNN-Based Super-Resolution Technique for Active Fire Detection on Sentinel-2 Data}},
  booktitle={PhotonIcs Electromagnetics Research Symposium (Spring)}, 
  volume    = {abs/1906.10413},
  year      = {2019},
  pages={418-426},
  doi={10.1109/PIERS-Spring46901.2019.9017857},
}

@article{LeCun2015,
  title = "Deep learning",
  author = "Yann Lecun and Yoshua Bengio and Geoffrey Hinton",
  year = "2015",
  month = "5",
  volume = "521",
  pages = "436--444",
  journal = "Nature",
  doi = "10.1038/nature14539",
  publisher = "Nature Publishing Group",
  number = "7553",
}


@article{rs11141702,
AUTHOR = {Ba, Rui and Chen, Chen and Yuan, Jing and Song, Weiguo and Lo, Siuming},
TITLE = {{SmokeNet: Satellite Smoke Scene Detection Using Convolutional Neural Network with Spatial and Channel-Wise Attention}},
JOURNAL = {Remote Sensing},
VOLUME = {11},
YEAR = {2019},
NUMBER = {14},
ARTICLE-NUMBER = {1702},
ISSN = {2072-4292},
pages={1--22},
DOI = {10.3390/rs11141702}
}

@article{PORTILLOQUINTERO2013150,
title = {Monitoring deforestation with MODIS Active Fires in Neotropical dry forests: An analysis of local-scale assessments in Mexico, Brazil and Bolivia},
journal = {Journal of Arid Environments (Elsevier)},
volume = {97},
pages = {150-159},
year = {2013},
issn = {0140-1963},
doi = {https://doi.org/10.1016/j.jaridenv.2013.06.002},
author = {Carlos Portillo-Quintero and Arturo Sanchez-Azofeifa and Mario {Marcos do Espirito-Santo}},
}

@article{CARDIL2019996,
title = {Assessing and reinitializing wildland fire simulations through satellite active fire data},
journal = {Journal of Environmental Management (Elsevier)},
volume = {231},
pages = {996-1003},
year = {2019},
issn = {0301-4797},
doi = {https://doi.org/10.1016/j.jenvman.2018.10.115},
author = {Adrián Cardil and Santiago Monedero and Joaquin Ramírez and Carlos Alberto Silva},
}



@article{Ban2020,
AUTHOR = {Ban, Yifang and Zhang, Puzhao and Nascetti, Andrea and Bevington, Alexandre R. and Wulder, Michael A.},
TITLE = {{Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning}},
JOURNAL = {Scientific Reports},
VOLUME = {10},
YEAR = {2020},
NUMBER = {1},
ARTICLE-NUMBER = {1322},
ISSN = {2045-2322},
DOI = {10.1038/s41598-019-56967-x}
}

@InProceedings{RFB15a,
  author       = "O. Ronneberger and P.Fischer and T. Brox",
  title        = "{U-Net: Convolutional Networks for Biomedical Image Segmentation}",
  booktitle    = "Medical Image Computing and Computer-Assisted Intervention",
  series       = "LNCS",
  volume       = "9351",
  pages        = "234--241",
  year         = "2015",
  publisher    = "Springer",
  doi = "10.1007/978-3-319-24574-4_28"
}

@ARTICLE{8681390,
  author={K. {Nogueira} and J. A. {dos Santos} and N. {Menini} and T. S. F. {Silva} and L. P. C. {Morellato} and R. d. S. {Torres}},
  journal={IEEE Geoscience and Remote Sensing Letters},
  title={Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks}, 
  year={2019},
  volume={16},
  number={10},
  pages={1665-1669},}

@ARTICLE{8698456,
  author={R. {Minetto} and M. P. {Segundo} and S. {Sarkar}},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  title={Hydra: An Ensemble of Convolutional Neural Networks for Geospatial Land Classification},
  year={2019},
  volume={57},
  number={9},
  pages={6530-6541},
  doi={10.1109/TGRS.2019.2906883}}

@ARTICLE{8637007,
  author={J. D. {Bermudez} and P. N. {Happ} and R. Q's}, 
  title={{Synthesis of Multispectral Optical Images From SAR/Optical Multitemporal Data Using Conditional Generative Adversarial Networks}}, 
  year={2019},
  doi={10.1109/LGRS.2019.2894734},
  volume={16},
  number={8},
  pages={1220-1224},}
  
  @INPROCEEDINGS{8637574,
  author={Z. {Langford} and J. {Kumar} and F. {Hoffman}},
  booktitle={IEEE International Conference on Data Mining Workshops},  title={{Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets}}, 
  year={2018},
  volume={1},
  number={1},
  doi={10.1109/ICDMW.2018.00116},
  pages={770-778}
  }

@article{shelhamer2017,
  author    = {Evan Shelhamer and Jonathan Long and Trevor Darrell},
  title     = {Fully Convolutional Networks for Semantic Segmentation},
  journal   = {{IEEE} Transactions on Pattern Analysis and Machine Intelligence},
  volume    = {39},
  number    = {4},
  pages     = {640--651},
  year      = {2017},
  doi       = {10.1109/TPAMI.2016.2572683},
}

@article{MURPHY201678,
title = "HOTMAP: Global hot target detection at moderate spatial resolution",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "177",
pages = "78 - 88",
year = "2016",
issn = "0034-4257",
doi = "10.1016/j.rse.2016.02.027",
author = "Sam W. Murphy and Carlos Roberto {de Souza Filho} and Rob Wright and Giovanni Sabatino and Rosa {Correa Pabon}",
}

@article{doi:10.1080/17538947.2017.1391341,
author = {S. S. Kumar and D. P. Roy},
title = {{Global operational land imager Landsat-8 reflectance-based active fire detection algorithm}},
journal = {International Journal of Digital Earth},
volume = {11},
number = {2},
pages = {154-178},
year  = {2018},
publisher = {Taylor & Francis},
doi = {10.1080/17538947.2017.1391341}
}

@article{98JD01644,
author = {Kaufman, Yoram J. and Justice, Christopher O. and Flynn, Luke P. and Kendall, Jackie D. and Prins, Elaine M. and Giglio, Louis and Ward, Darold E. and Menzel, W. Paul and Setzer, Alberto W.},
title = {Potential global fire monitoring from EOS-MODIS},
journal = {Journal of Geophysical Research: Atmospheres},
volume = {103},
number = {D24},
pages = {32215-32238},
doi = {10.1029/98JD01644},
year = {1998}
}

@article{GIGLIO201631,
title = "{The collection 6 MODIS active fire detection algorithm and fire products}",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "178",
pages = "31-41",
year = "2016",
issn = "0034-4257",
doi = "10.1016/j.rse.2016.02.054",
author = "Louis Giglio and Wilfrid Schroeder and Christopher O. Justice",
}

@article{2002JD002331,
author = {Ji, Yimin and Stocker, Erich},
title = {Seasonal, intraseasonal, and interannual variability of global land fires and their effects on atmospheric aerosol distribution},
journal = {Journal of Geophysical Research: Atmospheres},
volume = {107},
number = {D23},
pages = {ACH 10-1-ACH 10-11},
keywords = {fire, aerosol, remote sensing},
doi = {10.1029/2002JD002331},
year = {2002}
}

@article{01431160802235845,
author = { W.   Schroeder  and  M.   Ruminski  and  I.   Csiszar  and  L.   Giglio  and  E.   Prins  and  C.   Schmidt  and  J.   Morisette },
title = {Validation analyses of an operational fire monitoring product: The Hazard Mapping System},
journal = {International Journal of Remote Sensing},
volume = {29},
number = {20},
pages = {6059-6066},
year  = {2008},
publisher = {Taylor & Francis},
doi = {10.1080/01431160802235845}
}


@article{01431160500113526,
author = { Jeffrey T.   Morisette  and  Louis   Giglio  and  Ivan   Csiszar  and  Christopher O.   Justice },
title = {Validation of the MODIS active fire product over Southern Africa with ASTER data},
journal = {International Journal of Remote Sensing},
volume = {26},
number = {19},
pages = {4239-4264},
year  = {2005},
publisher = {Taylor & Francis},
doi = {10.1080/01431160500113526},
}

@article{GIGLIO2003273,
title = "An Enhanced Contextual Fire Detection Algorithm for MODIS",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "87",
number = "2",
pages = "273 - 282",
year = "2003",
issn = "0034-4257",
doi = "10.1016/S0034-4257(03)00184-6",
author = "Louis Giglio and Jacques Descloitres and Christopher O. Justice and Yoram J. Kaufman",
keywords = "Fire, Fire detection, MODIS",
}

@article{SCHROEDER201485,
title = "The New VIIRS 375m active fire detection data product: Algorithm description and initial assessment",
journal = "Remote Sensing of Environment (Elsevier)",
volume = "143",
pages = "85 - 96",
year = "2014",
issn = "0034-4257",
doi = "10.1016/j.rse.2013.12.008",
author = "Wilfrid Schroeder and Patricia Oliva and Louis Giglio and Ivan A. Csiszar",
keywords = "Active fire detection, S-NPP/VIIRS, MODIS",
}

@article{Jesus2005,
title = "Active Fire Detection for Fire Emergency Management: Potential and Limitations for the Operational Use of Remote Sensing",
journal = "Natural Hazards (Springer)",
volume = "35",
pages = "361 - 376",
issue = "3",
year = "2005",
issn = "1573-0840",
doi = "10.1007/s11069-004-1797-2",
author = "Jesus San-Miguel-Ayanz and Nicolas Ravail",
}

@article{ferreira20,
  Title = {Global Fire Season Severity Analysis and Forecasting},
  Journal = {Computers \& Geosciences (Elsevier)},
  Author = {Leonardo N. Ferreira and Didier A. Vega-Oliveros and Liang Zhao and Manoel F. Cardoso and Elbert E.N. Macau},
  Doi = {10.1016/j.cageo.2019.104339},
  Issn = {0098-3004},
  Pages = {104339},
  Volume = {134},
  Year = {2020}
}    

@article {chuvieco19,
title = {Historical Background and Current Developments for Mapping Burned Area from Satellite Earth Observation},
journal = {Remote Sensing of Environment (Elsevier)},
volume = {225},
pages = {45 - 64},
year = {2019},
issn = {0034-4257},
doi = {10.1016/j.rse.2019.02.013},
author = {Emilio Chuvieco and Florent Mouillot and Guido R. {van der Werf} and Jesús {San Miguel} and Mihai Tanase and Nikos Koutsias and Mariano García and Marta Yebra and Marc Padilla and Ioannis Gitas and Angelika Heil and Todd J. Hawbaker and Louis Giglio},
}


@article{Ma2019,
title = "Deep learning in remote sensing applications: A meta-analysis and review",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "152",
pages = "166 - 177",
year = "2019",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2019.04.015",
author = "Lei Ma and Yu Liu and Xueliang Zhang and Yuanxin Ye and Gaofei Yin and Brian Alan Johnson",
}

@article{CHEN202063,
title = "A systematic evaluation of influence of image selection process on remote sensing-
based burn severity indices in North American boreal forest and tundra ecosystems",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "159",
pages = "63 - 77",
year = "2020",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2019.11.011",
author = "Dong Chen and Tatiana V. Loboda and Joanne V. Hall",
}

@article{MALAMBO2020107,
title = "Automated training sample definition for seasonal burned area mapping",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "160",
pages = "107 - 123",
year = "2020",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2019.11.026",
author = "Lonesome Malambo and Conrad D. Heatwole",
}


@article{MATEOGARCIA20201,
title = "Transferring deep learning models for cloud detection between Landsat-8 and Proba-V",
journal = "ISPRS Journal of Photogrammetry and Remote Sensing (Elsevier)",
volume = "160",
pages = "1 - 17",
year = "2020",
issn = "0924-2716",
doi = "10.1016/j.isprsjprs.2019.11.024",
author = "Gonzalo Mateo-García and Valero Laparra and Dan López-Puigdollers and Luis Gómez-Chova",
keywords = "Transfer learning, Cloud masking, Convolutional neural networks, Deep learning, Multispectral sensors, Domain adaptation"
}