% GeoAI Klasyfikator / GeoAI Classification: references
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@article{Achanta2012,
  title = {SLIC Superpixels Compared to State-of-the-Art Superpixel Methods},
  volume = {34},
  DOI = {10.1109/tpami.2012.120},
  number = {11},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  author = {Achanta, R. and Shaji, A. and Smith, K. and Lucchi, A. and Fua, P. and Süsstrunk, Sabine},
  year = {2012},
  pages = {2274--2282}
}

@article{Belgiu2016,
  title = {Random forest in remote sensing: A review of applications and future directions},
  volume = {114},
  DOI = {10.1016/j.isprsjprs.2016.01.011},
  journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
  publisher = {Elsevier BV},
  author = {Belgiu, Mariana and Drăguţ, Lucian},
  year = {2016},
  pages = {24--31}
}

@article{Blaschke2010,
  title = {Object based image analysis for remote sensing},
  volume = {65},
  DOI = {10.1016/j.isprsjprs.2009.06.004},
  number = {1},
  journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
  publisher = {Elsevier BV},
  author = {Blaschke, T.},
  year = {2010},
  pages = {2--16}
}

@article{Breiman2001,
  title = {Random Forests},
  volume = {45},
  DOI = {10.1023/a:1010933404324},
  number = {1},
  journal = {Machine Learning},
  publisher = {Springer Science and Business Media LLC},
  author = {Breiman, Leo},
  year = {2001},
  pages = {5--32}
}

@book{Breiman2017,
  title = {Classification and Regression Trees},
  address = {New York},
  ISBN = {9781315139470},
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  publisher = {Routledge},
  author = {Breiman, Leo and Friedman, Jerome H. and Olshen, Richard A. and Stone, Charles J.},
  year = {2017},
  month = Oct
}

@book{Congalton2019,
  title = {Assessing the Accuracy of Remotely Sensed Data: Principles and Practices},
  edition = {3},
  address = {Boca Raton},
  ISBN = {9780429052729},
  DOI = {10.1201/9780429052729},
  publisher = {CRC Press},
  author = {Congalton, Russell G. and Green, Kass},
  year = {2019},
  month = Aug
}

@article{Drusch2012,
  title = {Sentinel-2: ESA’s Optical High-Resolution Mission for GMES Operational Services},
  volume = {120},
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  journal = {Remote Sensing of Environment},
  publisher = {Elsevier BV},
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  year = {2012},
  pages = {25--36}
}

@article{Fisher1936,
  title = {The use of multiple measurements in taxonomic problems},
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  pages = {179--188}
}

@software{GDAL2026,
  author    = {{GDAL/OGR contributors}},
  title     = {{GDAL/OGR} Geospatial Data Abstraction software Library},
  publisher = {Open Source Geospatial Foundation},
  year      = {2026},
  doi       = {10.5281/zenodo.5884351},
  url       = {https://gdal.org}
}

@article{Gitelson2002,
  title = {Novel algorithms for remote estimation of vegetation fraction},
  volume = {80},
  DOI = {10.1016/s0034-4257(01)00289-9},
  number = {1},
  journal = {Remote Sensing of Environment},
  publisher = {Elsevier BV},
  author = {Gitelson, Anatoly A. and Kaufman, Yoram J. and Stark, Robert and Rundquist, Don},
  year = {2002},
  pages = {76--87}
}

@article{Haralick1973,
  title = {Textural Features for Image Classification},
  volume = {SMC-3},
  DOI = {10.1109/tsmc.1973.4309314},
  number = {6},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  author = {Haralick, Robert M. and Shanmugam, K. and Dinstein, Its’Hak},
  year = {1973},
  pages = {610--621}
}

@article{Harris2020,
  title = {Array programming with NumPy},
  volume = {585},
  DOI = {10.1038/s41586-020-2649-2},
  number = {7825},
  journal = {Nature},
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  author = {Harris, Charles R. and Millman, K. Jarrod and van der Walt, Stéfan J. and Gommers, Ralf and Virtanen, Pauli and Cournapeau, David and Wieser, Eric and Taylor, Julian and Berg, Sebastian and Smith, Nathaniel J. and Kern, Robert and Picus, Matti and Hoyer, Stephan and van Kerkwijk, Marten H. and Brett, Matthew and Haldane, Allan and del Río, Jaime Fernández and Wiebe, Mark and Peterson, Pearu and Gérard-Marchant, Pierre and Sheppard, Kevin and Reddy, Tyler and Weckesser, Warren and Abbasi, Hameer and Gohlke, Christoph and Oliphant, Travis E.},
  year = {2020},
  pages = {357--362}
}

@article{Hunt2005,
  title = {Evaluation of Digital Photography from Model Aircraft for Remote Sensing of Crop Biomass and Nitrogen Status},
  volume = {6},
  DOI = {10.1007/s11119-005-2324-5},
  number = {4},
  journal = {Precision Agriculture},
  publisher = {Springer Science and Business Media LLC},
  author = {Hunt, E. Raymond and Cavigelli, Michel and Daughtry, Craig S. T. and McMurtrey, James E. and Walthall, Charles L.},
  year = {2005},
  pages = {359--378}
}

@article{Ledoit2004,
  title = {A well-conditioned estimator for large-dimensional covariance matrices},
  volume = {88},
  DOI = {10.1016/s0047-259x(03)00096-4},
  number = {2},
  journal = {Journal of Multivariate Analysis},
  publisher = {Elsevier BV},
  author = {Ledoit, Olivier and Wolf, Michael},
  year = {2004},
  pages = {365--411}
}

@article{Olofsson2014,
  title = {Good practices for estimating area and assessing accuracy of land change},
  volume = {148},
  DOI = {10.1016/j.rse.2014.02.015},
  journal = {Remote Sensing of Environment},
  publisher = {Elsevier BV},
  author = {Olofsson, Pontus and Foody, Giles M. and Herold, Martin and Stehman, Stephen V. and Woodcock, Curtis E. and Wulder, Michael A.},
  year = {2014},
  pages = {42--57}
}

@article{Pedregosa2011,
  author  = {Pedregosa, Fabian and Varoquaux, Ga{\"e}l and Gramfort, Alexandre and Michel, Vincent and Thirion, Bertrand and Grisel, Olivier and Blondel, Mathieu and Prettenhofer, Peter and Weiss, Ron and Dubourg, Vincent and Vanderplas, Jake and Passos, Alexandre and Cournapeau, David and Brucher, Matthieu and Perrot, Matthieu and Duchesnay, {\'E}douard},
  title   = {Scikit-learn: Machine Learning in Python},
  journal = {Journal of Machine Learning Research},
  year    = {2011},
  volume  = {12},
  number  = {85},
  pages   = {2825--2830},
  url     = {https://jmlr.org/papers/v12/pedregosa11a.html}
}

@article{Pontius2011,
  title = {Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment},
  volume = {32},
  DOI = {10.1080/01431161.2011.552923},
  number = {15},
  journal = {International Journal of Remote Sensing},
  publisher = {Informa UK Limited},
  author = {Pontius, Robert Gilmore and Millones, Marco},
  year = {2011},
  pages = {4407--4429}
}

@article{Stehman2014,
  title = {Estimating area and map accuracy for stratified random sampling when the strata are different from the map classes},
  volume = {35},
  DOI = {10.1080/01431161.2014.930207},
  number = {13},
  journal = {International Journal of Remote Sensing},
  publisher = {Informa UK Limited},
  author = {Stehman, Stephen V.},
  year = {2014},
  pages = {4923--4939}
}

@article{Virtanen2020,
  title = {SciPy 1.0: fundamental algorithms for scientific computing in Python},
  volume = {17},
  DOI = {10.1038/s41592-019-0686-2},
  number = {3},
  journal = {Nature Methods},
  publisher = {Springer Science and Business Media LLC},
  author = {Virtanen, Pauli and Gommers, Ralf and Oliphant, Travis E. and Haberland, Matt and Reddy, Tyler and Cournapeau, David and Burovski, Evgeni and Peterson, Pearu and Weckesser, Warren and Bright, Jonathan and van der Walt, Stéfan J. and Brett, Matthew and Wilson, Joshua and Millman, K. Jarrod and Mayorov, Nikolay and Nelson, Andrew R. J. and Jones, Eric and Kern, Robert and Larson, Eric and Carey, C J and Polat, İlhan and Feng, Yu and Moore, Eric W. and VanderPlas, Jake and Laxalde, Denis and Perktold, Josef and Cimrman, Robert and Henriksen, Ian and Quintero, E. A. and Harris, Charles R. and Archibald, Anne M. and Ribeiro, Antônio H. and Pedregosa, Fabian and van Mulbregt, Paul and Vijaykumar, Aditya and Bardelli, Alessandro Pietro and Rothberg, Alex and Hilboll, Andreas and Kloeckner, Andreas and Scopatz, Anthony and Lee, Antony and Rokem, Ariel and Woods, C. Nathan and Fulton, Chad and Masson, Charles and Häggström, Christian and Fitzgerald, Clark and Nicholson, David A. and Hagen, David R. and Pasechnik, Dmitrii V. and Olivetti, Emanuele and Martin, Eric and Wieser, Eric and Silva, Fabrice and Lenders, Felix and Wilhelm, Florian and Young, G. and Price, Gavin A. and Ingold, Gert-Ludwig and Allen, Gregory E. and Lee, Gregory R. and Audren, Hervé and Probst, Irvin and Dietrich, Jörg P. and Silterra, Jacob and Webber, James T and Slavič, Janko and Nothman, Joel and Buchner, Johannes and Kulick, Johannes and Schönberger, Johannes L. and de Miranda Cardoso, José Vinícius and Reimer, Joscha and Harrington, Joseph and Rodríguez, Juan Luis Cano and Nunez-Iglesias, Juan and Kuczynski, Justin and Tritz, Kevin and Thoma, Martin and Newville, Matthew and Kümmerer, Matthias and Bolingbroke, Maximilian and Tartre, Michael and Pak, Mikhail and Smith, Nathaniel J. and Nowaczyk, Nikolai and Shebanov, Nikolay and Pavlyk, Oleksandr and Brodtkorb, Per A. and Lee, Perry and McGibbon, Robert T. and Feldbauer, Roman and Lewis, Sam and Tygier, Sam and Sievert, Scott and Vigna, Sebastiano and Peterson, Stefan and More, Surhud and Pudlik, Tadeusz and Oshima, Takuya and Pingel, Thomas J. and Robitaille, Thomas P. and Spura, Thomas and Jones, Thouis R. and Cera, Tim and Leslie, Tim and Zito, Tiziano and Krauss, Tom and Upadhyay, Utkarsh and Halchenko, Yaroslav O. and Vázquez-Baeza, Yoshiki},
  year = {2020},
  pages = {261--272}
}

@article{Walt2014,
  title = {scikit-image: image processing in Python},
  volume = {2},
  DOI = {10.7717/peerj.453},
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  year = {2014},
  pages = {e453}
}

@article{Woebbecke1995,
  title = {Color Indices for Weed Identification Under Various Soil, Residue, and Lighting Conditions},
  volume = {38},
  DOI = {10.13031/2013.27838},
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  journal = {Transactions of the ASAE},
  publisher = {American Society of Agricultural and Biological Engineers (ASABE)},
  author = {Woebbecke, D. M. and Meyer, G. E. and {Von Bargen}, K. and Mortensen, D. A.},
  year = {1995},
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}