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references.bib
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@book{Jensen2016,
title={Introductory digital image processing: A remote sensing perspective},
author={Jensen, J. R.},
publisher={{Pearson Education, Inc.}},
year={2016}
}
@book{Breiman1984,
title={Classification and Regression Trees},
author={Breiman, L., Friedman, J., Olshen, R., and C. Stone, C.},
publisher={{Wadsworth, Belmont, CA}},
year={1984}
}
@Article{Kokaly-2017,
author = {Kokaly, R.F., Clark, R.N., Swayze, G.A., Livo, K.E., Hoefen, T.M., Pearson, N.C., Wise, R.A., Benzel, W.M., Lowers, H.A., Driscoll, R.L., and Klein, A.J.},
title = {USGS Spectral Library Version 7 Data: U.S. Geological Survey data release},
year = {2017},
journal = {{Applied Sciences}},
pages = {},
volume = {},
number = {},
url = {10.5066/F7RR1WDJ}
}
@Article{Jaworek-2018,
author = {Jaworek-Korjakowska, J.; Kłeczek, P.},
title = {},
year = {2018},
journal = {{Applied Sciences}},
pages = {1430},
volume = {8},
number = {},
url = {10.3390/app8091430}
}
@article{montero2023standardized,
title={A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research},
author={Montero, David and Aybar, C{'e}sar and Mahecha, Miguel D and Martinuzzi, Francesco and S{"o}chting, Maximilian and Wieneke, Sebastian},
journal={Scientific Data},
volume={10},
number={1},
pages={197},
year={2023},
publisher={Nature Publishing Group UK London}
}
@Article{Jaworek-2018,
author = {Jaworek-Korjakowska, J.; Kłeczek, P.},
title = {Region Adjacency Graph Approach for Acral Melanocytic Lesion Segmentation},
year = {2018},
journal = {{Applied Sciences}},
pages = {1430},
volume = {8},
number = {},
url = {10.3390/app8091430}
}
@Article{Dempster-1977,
author = {Dempster, A.P.; Laird, N.M.; Rubin, D.B.},
title = {Maximum Likelihood from Incomplete Data via the EM Algorithm},
year = {1977},
journal = {{Journal of the Royal Statistical Society, Series B.}},
pages = {1-38},
volume = {39},
number = {1},
url = {10.1111/j.2517-6161.1977.tb01600.x}
}
@Article{Achanta-2012,
author = {adhakrishna Achanta, Appu Shaji, Kevin Smith, Aurelien Lucchi, Pascal Fua, and Sabine Süsstrunk},
title = {SLIC Superpixels Compared to State-of-the-art Superpixel Methods},
year = {2012},
journal = {{TPAMI}},
pages = {636-643},
volume = {},
number = {},
url = {https://doi.org/10.1109/TPAMI.2012.120}
}
@book{Scharr1999,
title={Principles of filter design},
author={Jahne, B, Scharr, H and Korkel S.},
publisher={Handbook of Computer Vision and Applications; Academic Press},
year={1999}
}
@book{Schowengerdt2007,
title={Remote Sensing: Models and Methods for Image Processing},
author={Schowengerdt, R.},
publisher={Elsevier - Academic Press},
year={2007}
}
@Article{Lee-1986,
author = {Lee, J.S.},
title = {Speckle suppression and analysis for synthetic aperture radar images},
year = {1986},
journal = {{Opt. Eng.}},
pages = {636-643},
volume = {25},
number = {5},
url = {https://doi.org/10.1117/12.7973877}
}
@Article{Cooley-1965,
author = {Cooley, James W., and John W. Tukey},
title = {An algorithm for the machine calculation of complex Fourier series},
year = {1965},
journal = {{Math. Comput.}},
pages = {297-301},
volume = {},
number = {},
url = {https://web.stanford.edu/class/cme324/classics/cooley-tukey.pdf}
}
@Article{xarray-2017,
author = {Hoyer, S. and Hamman, J.},
title = {xarray: N-D labeled Arrays and Datasets in Python},
year = {2017},
journal = {{Journal of Open Research Software}},
pages = {10},
volume = {5},
number = {1},
url = {https://doi.org/10.5334/jors.148}
}
@misc{OGCGeoTIFF,
title = {{OGC GeoTIFF Standard}},
howpublished = {\url{https://docs.ogc.org/is/19-008r4/19-008r4.html/}},
note = {OGC Document, Version 1.1},
author={{OGC}},
year={2019}
}
@Article{NumpyNature,
author = {Harris, C.R., Millman, K.J., van der Walt, S.J. et al.},
title = {Array programming with NumPy},
year = {2020},
journal = {{Nature}},
pages = {357--362},
volume = {},
number = {},
url = {https://doi.org/10.1038/s41586-020-2649-2}
}
@book{PrecisTeleVol1,
title={Précis de télédétection. Volume 1 : principes et méthodes},
author={Bonn, Ferdinand and Rochon, Guy},
publisher={Presses de l’université du Québec; Agence universitaire de la Francophonie},
year={1992}
}
@book{PrecisTeleVol2,
title={Précis de télédétection. Volume 2 : Applications thématiques},
author={Bonn, Ferdinand},
publisher={Presses de l’université du Québec; Agence universitaire de la Francophonie},
year={1996}
}
@book{PrecisTeleVol3,
title={Précis de télédétection. Volume 2 : traitements numériques d'images de télédétection},
author={Caloz, Régis and Collet, Claude},
volume={3},
year={2001},
publisher={Presses de l’université du Québec; Agence universitaire de la Francophonie},
}
@book{PrecisTeleVol4,
title={Précis de télédétection. Volume 4 : Méthodes de photointerprétation et d'interprétation d'image},
author={Provencher, Léo and Dubois, Jean-Marie M},
volume={4},
year={2007},
publisher={Presses de l’université du Québec; Agence universitaire de la Francophonie},
}
@book{mather2016classification,
title={Classification methods for remotely sensed data},
author={Mather, Paul and Tso, Brandt},
year={2016},
publisher={CRC press}
}
@book{lillesand2015remote,
title={Remote sensing and image interpretation},
author={Lillesand, Thomas and Kiefer, Ralph W and Chipman, Jonathan},
year={2015},
publisher={John Wiley \& Sons}
}
@book{weng2006urban,
title={Urban remote sensing},
author={Weng, Qihao and Quattrochi, Dale A},
year={2006},
publisher={CRC press}
}
@book{mather2022computer,
title={Computer processing of remotely-sensed images},
author={Mather, Paul M and Koch, Magaly},
year={2022},
publisher={John Wiley \& Sons}
}
@book{richards2022remote,
title={Remote sensing digital image analysis},
author={Richards, John A and Richards, John A and others},
volume={5},
year={2022},
publisher={Springer}
}
@book{alves2023remote,
title={Remote Sensing and Digital Image Processing with R},
author={Alves, Marcelo de Carvalho and Sanches, Luciana},
year={2023},
publisher={CRC Press}
}
@Manual{PackageRaster,
title = {raster: Geographic Data Analysis and Modeling},
author = {Hijmans, Robert J.},
year = {2022},
publisher = {R package version 3.5-15},
url = {https://CRAN.R-project.org/package=raster},
}
@Manual{PackageTerra,
title = {terra: Spatial Data Analysis},
author = {Hijmans, Robert J.},
year = {2022},
note = {R package version 1.5-21},
url = {https://CRAN.R-project.org/package=terra},
}
@Manual{PackageRasterio,
title = {Rasterio 1.3},
author = {Rasterio Github organization},
year = {2024},
note = {Python package version 1.3.10},
url = {https://rasterio.readthedocs.io/en/stable/intro.html},
}
@Article{PackageSF,
author = {Pebesma, Edzer},
title = {Simple Features for R: Standardized Support for Spatial Vector Data},
year = {2018},
journal = {{The R Journal}},
pages = {439--446},
volume = {10},
number = {1},
url = {https://doi.org/10.32614/RJ-2018-009}
}