Concepedia

Spatiotemporal Data Analysis

Spatiotemporal Data Analysis is a computational and statistical methodology within the broader domain of environmental data analysis that integrates spatial and temporal dimensions to model, analyze, and interpret patterns, processes, and dynamics of phenomena distributed across both space and time.

778

Publications

42K

Citations

2.9K

Authors

1.1K

Institutions

Publications per year

2017–2026

413

Parents

Publications

778

The Split-Apply-Combine Strategy for Data Analysis

Hadley Wickham · Journal of Statistical Software · 2011 · 2.9K citations · Full text

, , +13

Statistics for Spatio‐Temporal Data

T. Subba Rao · Journal of Time Series Analysis · 2012 · 1.6K citations

, , +12

TrajStat: GIS-based software that uses various trajectory statistical analysis methods to identify potential sources from long-term air pollution measurement data

Y. Q. Wang, X. Y. Zhang, Roland R. Draxler · Environmental Modelling & Software · 2009 · 1.1K citations

, , +17

Gaussian Predictive Process Models for Large Spatial Data Sets

Sudipto Banerjee, Alan E. Gelfand, Andrew O. Finley et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 1K citations · Full text

, , +15

Spatial Data Analysis by Example

Timothy C. Coburn · Technometrics · 1991 · 926 citations

, , +10

1–5 of 778

Authors

2.9K

  1. GC
    George Christakos

    San Diego State University, United States

    9 publications · 472 citations

    9

    h-index

  2. QL
    Qingquan Li

    Shenzhen University, China

    5 publications · 169 citations

    5

    h-index

  3. AB
    Adrian Bowman

    University of Glasgow, United Kingdom

    5 publications · 134 citations

    5

    h-index

  4. DS
    David S. Ebert

    Purdue University West Lafayette, United States

    4 publications · 465 citations

    4

    h-index

  5. RM
    Ross Maciejewski

    Arizona State University, United States

    4 publications · 465 citations

    4

    h-index

1–5 of 2.9K

Institutions

1.1K

  1. Chinese Academy of Sciences

    Beijing, China

    18 h-index

    113 publications

    3.9K citations

  2. Wuhan University

    Wuhan, China

    14 h-index

    46 publications

    1.7K citations

  3. Arizona State University

    Tempe, United States

    12 h-index

    31 publications

    1.5K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    39 publications

    1.2K citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    11 h-index

    26 publications

    1.5K citations

  6. Peking University

    Beijing, China

    11 h-index

    33 publications

    1.5K citations

  7. University of Minnesota

    Minneapolis, United States

    11 h-index

    22 publications

    2K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    25 publications

    1.5K citations

1–8 of 1.1K

Venues

  1. 20

    h-index

  2. Environmetrics

    15 publications · 555 citations

    14

    h-index

  3. ISPRS International Journal of Geo-Information

    IJGI · 14 publications · 358 citations

    13

    h-index

  4. Transactions in GIS

    9 publications · 615 citations

    9

    h-index

  5. arXiv (Cornell University)

    Repository · 9 publications · 401 citations

    9

    h-index

1–5