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@article{a-kogan1995-VCI,
title = {Application of vegetation index and brightness temperature for drought detection},
journal = {Advances in Space Research},
volume = {15},
number = {11},
pages = {91-100},
year = {1995},
note = {Natural Hazards: Monitoring and Assessment Using Remote Sensing Technique},
issn = {0273-1177},
doi = {https://doi.org/10.1016/0273-1177(95)00079-T},
url = {https://www.sciencedirect.com/science/article/pii/027311779500079T},
author = {F.N. Kogan},
abstract = {In recent years the National Oceanic and Atmospheric Administration (NOAA) has designed a new AVHRR-based Vegetation Condition Index (VCI) that has showed to be useful for drought detection and tracking. Validations showed that the VCI has excellent ability to detect drought and to measure time of its onset, intensity, duration, and impact on vegetation. The VCI provides accurate drought information not only for well-defined, prolonged, widespread, and intensive droughts, but also for very localized, short-term, and non well-defined droughts. In addition to the VCI, the AVHRR-based observations in thermal bands were used to develop the Temperature Condition Index (TCI). This index was used to determine temperature-related vegetation stress and also stress caused by an excessive wetness. This paper provides principles of these indices, describes data processing, and gives examples of VCI/TCI application in different ecological environments of the United States.},
topic = {xarray, visualization}
}
@misc{a-wiki2022-ndvi,
author = {Wikipedia},
title = {Normalized difference vegetation index},
year = {2022 (accessed August 7, 2022)},
howpublished = "\url{https://en.wikipedia.org/wiki/Normalized_difference_vegetation_index}",
topic = {xarray}
}
## tools
@article{e-xarray-hoyer2017,
title = {xarray: {N-D} labeled arrays and datasets in {Python}},
author = {Hoyer, S. and J. Hamman},
journal = {Journal of Open Research Software},
volume = {5},
number = {1},
year = {2017},
publisher = {Ubiquity Press},
doi = {10.5334/jors.148},
url = {https://doi.org/10.5334/jors.148},
topic = {SST, landslide, xarray, visualization, access, chunking, dask, package}
}
@article{a-xarray-hoyer2017,
title = {xarray: {N-D} labeled arrays and datasets in {Python}},
author = {Hoyer, S. and J. Hamman},
journal = {Journal of Open Research Software},
volume = {5},
number = {1},
year = {2017},
publisher = {Ubiquity Press},
doi = {10.5334/jors.148},
url = {https://doi.org/10.5334/jors.148},
topic = {SST, landslide, xarray, visualization, access, chunking, dask, package}
}
@article{a-pooch-Uieda2020, doi = {10.21105/joss.01943},
url = {https://doi.org/10.21105/joss.01943},
year = {2020}, publisher = {The Open Journal},
volume = {5},
number = {45},
pages = {1943},
author = {Leonardo Uieda and Santiago Rubén Soler and Rémi Rampin and Hugo van Kemenade and Matthew Turk and Daniel Shapero and Anderson Banihirwe and John Leeman},
title = {Pooch: A friend to fetch your data files},
journal = {Journal of Open Source Software},
topic = {xarray, visualization, dask, package}
}
@article{e-pooch-Uieda2020, doi = {10.21105/joss.01943},
url = {https://doi.org/10.21105/joss.01943},
year = {2020}, publisher = {The Open Journal},
volume = {5},
number = {45},
pages = {1943},
author = {Leonardo Uieda and Santiago Rubén Soler and Rémi Rampin and Hugo van Kemenade and Matthew Turk and Daniel Shapero and Anderson Banihirwe and John Leeman},
title = {Pooch: A friend to fetch your data files},
journal = {Journal of Open Source Software},
topic = {xarray, visualization, dask, package}
}
@Article{a-numpy-harris2020,
title = {Array programming with {NumPy}},
author = {Charles R. Harris and K. Jarrod Millman and St{\'{e}}fan J.
van der Walt and Ralf Gommers and Pauli Virtanen and David
Cournapeau and Eric Wieser and Julian Taylor and Sebastian
Berg and Nathaniel J. Smith and Robert Kern and Matti Picus
and Stephan Hoyer and Marten H. van Kerkwijk and Matthew
Brett and Allan Haldane and Jaime Fern{\'{a}}ndez del
R{\'{i}}o and Mark Wiebe and Pearu Peterson and Pierre
G{\'{e}}rard-Marchant and Kevin Sheppard and Tyler Reddy and
Warren Weckesser and Hameer Abbasi and Christoph Gohlke and
Travis E. Oliphant},
year = {2020},
month = sep,
journal = {Nature},
volume = {585},
number = {7825},
pages = {357--362},
doi = {10.1038/s41586-020-2649-2},
publisher = {Springer Science and Business Media {LLC}},
url = {https://doi.org/10.1038/s41586-020-2649-2},
topic = {xarray, dask, SST, package}
}
@Article{e-numpy-harris2020,
title = {Array programming with {NumPy}},
author = {Charles R. Harris and K. Jarrod Millman and St{\'{e}}fan J.
van der Walt and Ralf Gommers and Pauli Virtanen and David
Cournapeau and Eric Wieser and Julian Taylor and Sebastian
Berg and Nathaniel J. Smith and Robert Kern and Matti Picus
and Stephan Hoyer and Marten H. van Kerkwijk and Matthew
Brett and Allan Haldane and Jaime Fern{\'{a}}ndez del
R{\'{i}}o and Mark Wiebe and Pearu Peterson and Pierre
G{\'{e}}rard-Marchant and Kevin Sheppard and Tyler Reddy and
Warren Weckesser and Hameer Abbasi and Christoph Gohlke and
Travis E. Oliphant},
year = {2020},
month = sep,
journal = {Nature},
volume = {585},
number = {7825},
pages = {357--362},
doi = {10.1038/s41586-020-2649-2},
publisher = {Springer Science and Business Media {LLC}},
url = {https://doi.org/10.1038/s41586-020-2649-2},
topic = {xarray, dask, SST, package}
}
@Article{matplotlib-Hunter2007,
Author = {Hunter, J. D.},
Title = {Matplotlib: A 2D graphics environment},
Journal = {Computing in Science \& Engineering},
Volume = {9},
Number = {3},
Pages = {90--95},
abstract = {Matplotlib is a 2D graphics package used for Python for
application development, interactive scripting, and publication-quality
image generation across user interfaces and operating systems.},
publisher = {IEEE COMPUTER SOC},
doi = {10.1109/MCSE.2007.55},
year = 2007,
topic = {SST, visualization, chunking, package}
}
@misc{e-holoviews-rudiger2020,
author = {Philipp Rudiger and
Jean-Luc Stevens and
James A. Bednar and
Bas Nijholt and
Andrew and
Chris B and
Achim Randelhoff and
Jon Mease and
Vasco Tenner and
maxalbert and
Markus Kaiser and
ea42gh and
Jordan Samuels and
stonebig and
Florian LB and
Andrew Tolmie and
Daniel Stephan and
Scott Lowe and
John Bampton and
henriqueribeiro and
Irv Lustig and
Julia Signell and
Justin Bois and
Leopold Talirz and
Lukas Barth and
Maxime Liquet and
Ram Rachum and
Yuval Langer and
arabidopsis and
kbowen},
title = {holoviz/holoviews: Version 1.13.3},
month = jun,
year = 2020,
publisher = {Zenodo},
version = {v1.13.3},
doi = {10.5281/zenodo.3904606},
url = {https://doi.org/10.5281/zenodo.3904606},
topic = {SST, visualization, dask, package}
}
@misc{e-geopandas-jordahl2020,
author = {Kelsey Jordahl and
Joris Van den Bossche and
Martin Fleischmann and
Jacob Wasserman and
James McBride and
Jeffrey Gerard and
Jeff Tratner and
Matthew Perry and
Adrian Garcia Badaracco and
Carson Farmer and
Geir Arne Hjelle and
Alan D. Snow and
Micah Cochran and
Sean Gillies and
Lucas Culbertson and
Matt Bartos and
Nick Eubank and
maxalbert and
Aleksey Bilogur and
Sergio Rey and
Christopher Ren and
Dani Arribas-Bel and
Leah Wasser and
Levi John Wolf and
Martin Journois and
Joshua Wilson and
Adam Greenhall and
Chris Holdgraf and
Filipe and
François Leblanc},
title = {geopandas/geopandas: v0.8.1},
month = jul,
year = 2020,
publisher = {Zenodo},
version = {v0.8.1},
doi = {10.5281/zenodo.3946761},
url = {https://doi.org/10.5281/zenodo.3946761},
topic = {visualization, chunking, dask, package}
}
@Manual{e-dask-2016,
title = {Dask: Library for dynamic task scheduling},
author = {{Dask Development Team}},
year = {2016},
url = {https://dask.org},
topic = {chunking, dask, package, landslide}
}
@Manual{e-kerchunk-2021,
title = {kerchunk: Cloud-friendly access to archival data},
author = {{Kerchunk Development Team}},
year = {2021},
url = {https://fsspec.github.io/kerchunk/},
topic = {chunking, package}
}
@INPROCEEDINGS{e-graphviz-Ellson2003,
author = {John Ellson and Emden R. Gansner and Eleftherios Koutsofios and Stephen C. North and Gordon Woodhull},
title = {Graphviz and dynagraph – static and dynamic graph drawing tools},
booktitle = {GRAPH DRAWING SOFTWARE},
year = {2003},
pages = {127--148},
publisher = {Springer-Verlag},
topic = {dask, package}
}
@misc{e-pandas-reback2020,
author = {The pandas development team},
title = {pandas-dev/pandas: Pandas},
month = feb,
year = 2020,
publisher = {Zenodo},
version = {latest},
doi = {10.5281/zenodo.3509134},
url = {https://doi.org/10.5281/zenodo.3509134},
topic = {dask, package}
}
@Manual{e-s3fs-2016,
title = {S3Fs},
author = {{S3Fs Development Team}},
year = {2016},
url = {https://github.com/fsspec/s3fs/},
topic = {access, chunking, dask, package}
}
@Manual{e-fsspec-2018,
title = {fsspec: Filesystem interfaces for Python},
author = {{fsspec Development Team}},
year = {2018},
url = {https://github.com/fsspec/filesystem_spec/},
topic = {chunking, package}
}