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- id: BertolacciHierarchical2019
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  issued:
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  language: en
  title: >-
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- id: CressieClasses1999
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      given: Noel
    - family: Huang
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  citation-key: CressieClasses1999
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  publisher: Taylor & Francis
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- id: CressieFixed2010
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      day: 7
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  language: en
  publisher: American Cancer Society
  title: Space-Time Kalman Filter
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- id: CressieStatistics2011
  archive: Calibre
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  citation-key: CressieStatistics2011
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  collection-title: Wiley Series in Probability and Statistics
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- id: DiazAvalosSimilarity2012
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- id: DubruleKriging2018
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      month: 9
      day: 23
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  container-title: 'Handbook of Mathematical Geosciences: Fifty Years of IAMG'
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  language: en
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  publisher: Springer International Publishing
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  title: >-
    Kriging, Splines, Conditional Simulation, Bayesian Inversion and Ensemble
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- id: DuffinStatistical2021
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      day: 12
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  publisher: National Academy of Sciences
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- id: FilippiRepresentation2014
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- id: FinkenstadtStatistical2007
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  issued:
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  language: English
  publisher: Chapman & Hall/CRC
  publisher-place: Boca Raton
  title: Statistical methods for spatio-temporal systems
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- id: ForbesSpatial2020
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      day: 28
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  issue: '2'
  issued:
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  language: en
  page: 168-185
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    Spatial modelling of the two-party preferred vote in Australian federal
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- id: GiannakisExtraction2017
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  container-title: arXiv:1706.06450 [math]
  issued:
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      month: 6
      day: 20
  title: >-
    Extraction and Prediction of Coherent Patterns in Incompressible Flows
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- id: GiannakisSpatiotemporal2017
  accessed:
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      month: 5
      day: 25
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      given: Dimitrios
    - family: Ourmazd
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    - family: Slawinska
      given: Joanna
    - family: Zhao
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  citation-key: GiannakisSpatiotemporal2017
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      month: 11
      day: 7
  title: >-
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    observables
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  URL: http://arxiv.org/abs/1711.02798

- id: GiannakisVectorValued2018
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      day: 25
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    - family: Zhao
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      month: 5
      day: 7
  title: Vector-Valued Spectral Analysis of Space-Time Data
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- id: GneitingNonseparable2002
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      month: 9
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- id: GodfriedFlowDB2020
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      month: 9
      day: 6
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    - family: Mahajan
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    - family: Wang
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      month: 12
      day: 21
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- id: Gopalan2021HOSVD
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    - family: Wikle
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  container-title: Journal of Agricultural, Biological and Environmental Statistics
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  issued:
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  title: >-
    A higher-order singular value decomposition tensor emulator for
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- id: GoroshinUnsupervised2014
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      day: 30
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    - family: Bruna
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    - family: Tompson
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    - family: Eigen
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      month: 12
      day: 18
  title: Unsupervised Learning of Spatiotemporally Coherent Metrics
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- id: HaranGaussian2011
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  citation-key: HaranGaussian2011
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    - family: Gelman
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      day: 10
  language: en
  publisher: Chapman and Hall/CRC
  title: Gaussian Random Field Models for Spatial Data
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- id: HigdonSpace2002
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  citation-key: HigdonSpace2002
  container-title: Quantitative Methods for Current Environmental Issues
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    - family: Barnett
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    - family: Chatwin
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    - family: El-Shaarawi
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  ISBN: 978-1-4471-0657-9
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  language: en
  page: 37-56
  publisher: Springer
  publisher-place: London
  title: Space and Space-Time Modeling using Process Convolutions
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- id: HildemanJoint2019
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      month: 2
      day: 8
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    - family: Bolin
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    - family: Rychlik
      given: Igor
  citation-key: HildemanJoint2019
  container-title: arXiv:1906.00286 [stat]
  issued:
    - year: 2019
      month: 6
      day: 1
  title: >-
    Joint spatial modeling of significant wave height and wave period using the
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  type: article-journal
  URL: http://arxiv.org/abs/1906.00286

- id: HoffimannGeostatistical2021
  accessed:
    - year: 2021
      month: 7
      day: 5
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      given: Júlio
    - family: Zortea
      given: Maciel
    - family: Carvalho
      given: Breno
      non-dropping-particle: de
    - family: Zadrozny
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  citation-key: HoffimannGeostatistical2021
  container-title: Frontiers in Applied Mathematics and Statistics
  container-title-short: Front. Appl. Math. Stat.
  DOI: 10.3389/fams.2021.689393
  ISSN: 2297-4687
  issued:
    - year: 2021
  language: English
  publisher: Frontiers
  title: 'Geostatistical Learning: Challenges and Opportunities'
  type: article-journal
  volume: '7'

- id: HootenHierarchical2008
  accessed:
    - year: 2022
      month: 10
      day: 4
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      given: Mevin B.
    - family: Wikle
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  citation-key: HootenHierarchical2008
  container-title: Environmental and Ecological Statistics
  container-title-short: Environ Ecol Stat
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  ISSN: 1573-3009
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      month: 3
      day: 1
  language: en
  page: 59-70
  title: >-
    A hierarchical Bayesian non-linear spatio-temporal model for the spread of
    invasive species with application to the Eurasian Collared-Dove
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- id: HuSpatial2013
  accessed:
    - year: 2021
      month: 1
      day: 14
  author:
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      given: Xiangping
    - family: Steinsland
      given: Ingelin
    - family: Simpson
      given: Daniel
    - family: Martino
      given: Sara
    - family: Rue
      given: Håvard
  citation-key: HuSpatial2013
  issued:
    - year: 2013
      month: 7
      day: 4
  language: en
  title: >-
    Spatial Modelling of Temperature and Humidity using Systems of Stochastic
    Partial Differential Equations
  type: article-journal
  URL: https://arxiv.org/abs/1307.1402v2

- id: HuSpatial2016
  accessed:
    - year: 2021
      month: 1
      day: 14
  author:
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      given: Xiangping
    - family: Steinsland
      given: Ingelin
  citation-key: HuSpatial2016
  container-title: WIREs Computational Statistics
  DOI: 10.1002/wics.1378
  ISSN: 1939-0068
  issue: '2'
  issued:
    - year: 2016
  language: en
  page: 112-125
  title: Spatial modeling with system of stochastic partial differential equations
  type: article-journal
  URL: https://www.infona.pl//resource/bwmeta1.element.wiley-wics-v-8-i-2-wics1378
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- id: IranzadBoostS2021
  accessed:
    - year: 2021
      month: 2
      day: 21
  author:
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      given: Reza
    - family: Liu
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    - family: Chaovalitwongse
      given: W. Art
    - family: Hippe
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    - family: Wang
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    - family: Han
      given: Jie
    - family: Thammasorn
      given: Phawis
    - family: Duan
      given: Chunyan
    - family: Zeng
      given: Jing
    - family: Bowen
      given: Stephen R.
  citation-key: IranzadBoostS2021
  issued:
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      month: 1
      day: 27
  language: en
  title: >-
    Boost-S: Gradient Boosted Trees for Spatial Data and Its Application to
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- id: KonerSecondGeneration2023
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      day: 13
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      given: Salil
    - family: Staicu
      given: Ana-Maria
  citation-key: KonerSecondGeneration2023
  container-title: Annual Review of Statistics and Its Application
  DOI: 10.1146/annurev-statistics-032921-033726
  issue: '1'
  issued:
    - year: 2023
  page: 547-572
  title: Second-Generation Functional Data
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  volume: '10'

- id: LienenLearning2021
  accessed:
    - year: 2022
      month: 3
      day: 4
  author:
    - family: Lienen
      given: Marten
    - family: Günnemann
      given: Stephan
  citation-key: LienenLearning2021
  container-title: International conference on learning representations
  event-title: International Conference on Learning Representations
  issued:
    - year: 2021
      month: 9
      day: 29
  language: en
  title: >-
    Learning the Dynamics of Physical Systems from Sparse Observations with
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- id: LindgrenBayesian2015
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  citation-key: LindgrenBayesian2015
  container-title: Journal of Statistical Software
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  issue: i19
  issued:
    - year: 2015
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      day: 16
  language: en
  page: 1-25
  publisher: Foundation for Open Access Statistics
  title: Bayesian Spatial Modelling with R-INLA
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- id: ZhuSynthetic2022
  accessed:
    - year: 2022
      month: 10
      day: 13
  author:
    - family: Zhu
      given: Wanchuang
    - family: Fan
      given: Yanan
  citation-key: ZhuSynthetic2022
  container-title: Computational Statistics
  container-title-short: Comput Stat
  DOI: 10.1007/s00180-022-01256-x
  ISSN: 0943-4062, 1613-9658
  issued:
    - year: 2022
      month: 7
      day: 9
  language: en
  title: A synthetic likelihood approach for intractable markov random fields
  type: article-journal
...
