Concepedia

Spatial Time Series Analysis

Spatial Time Series Analysis is a computational framework within spatial data analytics that integrates temporal dynamics with geographic dependencies to model and analyze sequences of spatially referenced observations over time, distinguishing itself from conventional time series analysis by explicitly accounting for spatial heterogeneity and autocorrelation.

342

Publications

17.7K

Citations

929

Authors

476

Institutions

Publications per year

2017–2026

106

Parents

Publications

342

The Effective Number of Spatial Degrees of Freedom of a Time-Varying Field

Christopher S. Bretherton, Martin Widmann, Valentin Dymnikov et al. · Journal of Climate · 1999 · 1.6K citations · Full text

, , +14

Space Is More than Geography: Using Spatial Econometrics in the Study of Political Economy

Nathaniel Beck, Kristian Skrede Gleditsch, Kyle Beardsley · International Studies Quarterly · 2006 · 496 citations · Full text

, , +17

Spatiotemporal filtering using principal component analysis and Karhunen‐Loeve expansion approaches for regional GPS network analysis

Danan Dong, Yehuda Bock, F. Webb et al. · Journal of Geophysical Research Atmospheres · 2006 · 369 citations

, , +17

Modeling Spatial Variability with One and Multidimensional Continuous-Lag Markov Chains

Steven F. Carle, Graham E. Fogg · Mathematical Geology · 1997 · 335 citations

, , +13

Slocum Gliders: Robust and ready

Oscar Schofield, Josh Kohut, David Aragon et al. · Journal of Field Robotics · 2007 · 280 citations

, , +15

1–5 of 342

Authors

929

  1. DA
    Daniel A. Griffith

    The University of Texas at Dallas, United States

    5 publications · 232 citations

    5

    h-index

  2. RV
    Ronny Vallejos

    Federico Santa María Technical University, Chile

    4 publications · 82 citations

    4

    h-index

  3. PK
    Phaedon Kyriakidis

    University of California, Santa Barbara, United States

    3 publications · 128 citations

    3

    h-index

  4. CC
    Coro Chasco

    Universidad Autónoma de Madrid, Spain

    3 publications · 36 citations

    3

    h-index

  5. FA
    Fernando A. López Hernández

    Universidad Politécnica de Cartagena, Spain

    3 publications · 36 citations

    3

    h-index

1–5 of 929

Institutions

476

  1. University of Chicago

    Chicago, United States

    7 h-index

    10 publications

    337 citations

  2. Peking University

    Beijing, China

    7 h-index

    14 publications

    785 citations

  3. Wuhan University

    Wuhan, China

    6 h-index

    19 publications

    706 citations

  4. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    18 publications

    444 citations

  5. Indiana University Bloomington

    Bloomington, United States

    6 h-index

    6 publications

    468 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    19 publications

    325 citations

  7. Zhejiang University

    Hangzhou, China

    5 h-index

    21 publications

    1.1K citations

  8. Beijing Normal University

    Beijing, China

    5 h-index

    19 publications

    796 citations

1–8 of 476

Venues

  1. Journal of the American Statistical Association

    15 publications · 955 citations

    12

    h-index

  2. 5

    h-index

  3. Remote Sensing

    4 publications · 101 citations

    4

    h-index

  4. Water Resources Research

    4 publications · 237 citations

    4

    h-index

  5. International Regional Science Review

    IRSR · 4 publications · 222 citations

    4

    h-index

1–5