BibTeX records: Christopher K. Wikle

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@article{DBLP:journals/nca/ZhangBW26,
  author       = {Likun Zhang and
                  Kiran Bhaganagar and
                  Christopher K. Wikle},
  title        = {Capturing extreme events in turbulence using an extreme variational
                  autoencoder (xVAE)},
  journal      = {Neural Comput. Appl.},
  volume       = {38},
  number       = {11},
  pages        = {428},
  year         = {2026},
  url          = {https://doi.org/10.1007/s00521-026-12112-0},
  doi          = {10.1007/S00521-026-12112-0},
  timestamp    = {Fri, 17 Jul 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/ZhangBW26.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2512-06348,
  author       = {Xiaoyu Ma and
                  Likun Zhang and
                  Christopher K. Wikle},
  title        = {Modeling Spatio-temporal Extremes via Conditional Variational Autoencoders},
  journal      = {CoRR},
  volume       = {abs/2512.06348},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2512.06348},
  doi          = {10.48550/ARXIV.2512.06348},
  eprinttype   = {arXiv},
  eprint       = {2512.06348},
  timestamp    = {Mon, 26 Jan 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2512-06348.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2406-17729,
  author       = {Myungsoo Yoo and
                  Giri Gopalan and
                  Matthew J. Hoffman and
                  Sophie Coulson and
                  Holly Kyeore Han and
                  Christopher K. Wikle and
                  Trevor Hillebrand},
  title        = {Uncertainty-enabled machine learning for emulation of regional sea-level
                  change caused by the Antarctic Ice Sheet},
  journal      = {CoRR},
  volume       = {abs/2406.17729},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.17729},
  doi          = {10.48550/ARXIV.2406.17729},
  eprinttype   = {arXiv},
  eprint       = {2406.17729},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-17729.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2410-10641,
  author       = {Zhenhua Wang and
                  Scott H. Holan and
                  Christopher K. Wikle},
  title        = {Echo State Networks for Spatio-Temporal Area-Level Data},
  journal      = {CoRR},
  volume       = {abs/2410.10641},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.10641},
  doi          = {10.48550/ARXIV.2410.10641},
  eprinttype   = {arXiv},
  eprint       = {2410.10641},
  timestamp    = {Mon, 25 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-10641.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jgs/SchliepWD23,
  author       = {Erin M. Schliep and
                  Christopher K. Wikle and
                  Ranadeep Daw},
  title        = {Correcting for informative sampling in spatial covariance estimation
                  and kriging predictions},
  journal      = {J. Geogr. Syst.},
  volume       = {25},
  number       = {4},
  pages        = {587--613},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10109-023-00426-9},
  doi          = {10.1007/S10109-023-00426-9},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jgs/SchliepWD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2307-08079,
  author       = {Likun Zhang and
                  Xiaoyu Ma and
                  Christopher K. Wikle and
                  Rapha{\"{e}}l Huser},
  title        = {Flexible and efficient spatial extremes emulation via variational
                  autoencoders},
  journal      = {CoRR},
  volume       = {abs/2307.08079},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.08079},
  doi          = {10.48550/ARXIV.2307.08079},
  eprinttype   = {arXiv},
  eprint       = {2307.08079},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-08079.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2206-02218,
  author       = {Christopher K. Wikle and
                  Andrew Zammit{-}Mangion},
  title        = {Statistical Deep Learning for Spatial and Spatio-Temporal Data},
  journal      = {CoRR},
  volume       = {abs/2206.02218},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.02218},
  doi          = {10.48550/ARXIV.2206.02218},
  eprinttype   = {arXiv},
  eprint       = {2206.02218},
  timestamp    = {Wed, 13 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-02218.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/cstat/RaimHBW21,
  author       = {Andrew M. Raim and
                  Scott H. Holan and
                  Jonathan R. Bradley and
                  Christopher K. Wikle},
  title        = {Spatio-temporal change of support modeling with {R}},
  journal      = {Comput. Stat.},
  volume       = {36},
  number       = {1},
  pages        = {749--780},
  year         = {2021},
  url          = {https://doi.org/10.1007/s00180-020-01029-4},
  doi          = {10.1007/S00180-020-01029-4},
  timestamp    = {Thu, 11 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cstat/RaimHBW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jossw/LucchesiKW21,
  author       = {Lydia R. Lucchesi and
                  Petra M. Kuhnert and
                  Christopher K. Wikle},
  title        = {Vizumap: an {R} package for visualising uncertainty in spatial data},
  journal      = {J. Open Source Softw.},
  volume       = {6},
  number       = {59},
  pages        = {2409},
  year         = {2021},
  url          = {https://doi.org/10.21105/joss.02409},
  doi          = {10.21105/JOSS.02409},
  timestamp    = {Fri, 04 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jossw/LucchesiKW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2009-04003,
  author       = {Toryn L. J. Schafer and
                  Christopher K. Wikle and
                  Mevin B. Hooten},
  title        = {Bayesian Inverse Reinforcement Learning for Collective Animal Movement},
  journal      = {CoRR},
  volume       = {abs/2009.04003},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.04003},
  eprinttype   = {arXiv},
  eprint       = {2009.04003},
  timestamp    = {Thu, 17 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-04003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/entropy/McDermottW19,
  author       = {Patrick L. McDermott and
                  Christopher K. Wikle},
  title        = {Bayesian Recurrent Neural Network Models for Forecasting and Quantifying
                  Uncertainty in Spatial-Temporal Data},
  journal      = {Entropy},
  volume       = {21},
  number       = {2},
  pages        = {184},
  year         = {2019},
  url          = {https://doi.org/10.3390/e21020184},
  doi          = {10.3390/E21020184},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/McDermottW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-08321,
  author       = {Christopher K. Wikle},
  title        = {Comparison of Deep Neural Networks and Deep Hierarchical Models for
                  Spatio-Temporal Data},
  journal      = {CoRR},
  volume       = {abs/1902.08321},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.08321},
  eprinttype   = {arXiv},
  eprint       = {1902.08321},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-08321.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1910-13524,
  author       = {Andrew Zammit{-}Mangion and
                  Christopher K. Wikle},
  title        = {Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting},
  journal      = {CoRR},
  volume       = {abs/1910.13524},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.13524},
  eprinttype   = {arXiv},
  eprint       = {1910.13524},
  timestamp    = {Wed, 13 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-13524.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1806-10728,
  author       = {Patrick L. McDermott and
                  Christopher K. Wikle},
  title        = {Hierarchical (Deep) Echo State Networks with Uncertainty Quantification
                  for Spatio-Temporal Forecasting},
  journal      = {CoRR},
  volume       = {abs/1806.10728},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.10728},
  eprinttype   = {arXiv},
  eprint       = {1806.10728},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-10728.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:reference/gis/ArabHW17,
  author       = {Ali Arab and
                  Mevin B. Hooten and
                  Christopher K. Wikle},
  title        = {Hierarchical Spatial Models},
  booktitle    = {Encyclopedia of {GIS}},
  pages        = {837--846},
  year         = {2017},
  crossref     = {DBLP:reference/gis/2017},
  url          = {https://doi.org/10.1007/978-3-319-17885-1\_564},
  doi          = {10.1007/978-3-319-17885-1\_564},
  timestamp    = {Thu, 03 Jul 2025 20:32:21 +0200},
  biburl       = {https://dblp.org/rec/reference/gis/ArabHW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:reference/gis/ArabHW08,
  author       = {Ali Arab and
                  Mevin B. Hooten and
                  Christopher K. Wikle},
  title        = {Hierarchical Spatial Models},
  booktitle    = {Encyclopedia of {GIS}},
  pages        = {425--431},
  year         = {2008},
  crossref     = {DBLP:reference/gis/2008},
  url          = {https://doi.org/10.1007/978-0-387-35973-1\_564},
  doi          = {10.1007/978-0-387-35973-1\_564},
  timestamp    = {Tue, 11 Feb 2025 13:56:09 +0100},
  biburl       = {https://dblp.org/rec/reference/gis/ArabHW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/technometrics/WikleB05,
  author       = {Christopher K. Wikle and
                  L. Mark Berliner},
  title        = {Combining Information Across Spatial Scales},
  journal      = {Technometrics},
  volume       = {47},
  number       = {1},
  pages        = {80--91},
  year         = {2005},
  url          = {https://doi.org/10.1198/004017004000000572},
  doi          = {10.1198/004017004000000572},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/technometrics/WikleB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/technometrics/Wikle05,
  author       = {Christopher K. Wikle},
  title        = {Atmospheric Modeling, Data Assimilation, and Predictability},
  journal      = {Technometrics},
  volume       = {47},
  number       = {4},
  pages        = {521},
  year         = {2005},
  url          = {https://doi.org/10.1198/tech.2005.s326},
  doi          = {10.1198/TECH.2005.S326},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/technometrics/Wikle05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/technometrics/Wikle03,
  author       = {Christopher K. Wikle},
  title        = {Modeling Hydrologic Change: Statistical Methods},
  journal      = {Technometrics},
  volume       = {45},
  number       = {4},
  pages        = {366--367},
  year         = {2003},
  url          = {https://doi.org/10.1198/tech.2003.s170},
  doi          = {10.1198/TECH.2003.S170},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/technometrics/Wikle03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:reference/gis/2017,
  editor       = {Shashi Shekhar and
                  Hui Xiong and
                  Xun Zhou},
  title        = {Encyclopedia of {GIS}},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-17885-1},
  doi          = {10.1007/978-3-319-17885-1},
  isbn         = {978-3-319-17884-4},
  timestamp    = {Sat, 22 Aug 2026 05:29:23 +0200},
  biburl       = {https://dblp.org/rec/reference/gis/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:reference/gis/2008,
  editor       = {Shashi Shekhar and
                  Hui Xiong},
  title        = {Encyclopedia of {GIS}},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-0-387-35973-1},
  doi          = {10.1007/978-0-387-35973-1},
  isbn         = {978-0-387-30858-6},
  timestamp    = {Sat, 22 Aug 2026 05:29:23 +0200},
  biburl       = {https://dblp.org/rec/reference/gis/2008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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