Concepedia

Space-time Regression

Space-Time Regression is a statistical modeling framework that belongs to the class of regression techniques, distinguished by its explicit integration of spatial and temporal dependencies to analyze phenomena that vary simultaneously across geographic locations and time points.

51

Publications

4.7K

Citations

153

Authors

95

Institutions

Publications per year

2017–2026

19

Variants

Spatiotemporal Regression

Parents

Publications

51

Regression in Space and Time: A Statistical Essay

James A. Stimson · American Journal of Political Science · 1985 · 907 citations

, , +17

Geographical and Temporal Weighted Regression (GTWR)

A. Stewart Fotheringham, Ricardo Crespo, Jing Yao · Geographical Analysis · 2015 · 590 citations

, , +15

Satellite-based mapping of daily high-resolution ground PM2.5 in China via space-time regression modeling

Qingqing He, Bo Huang · Remote Sensing of Environment · 2017 · 343 citations

, , +14

PENALIZED STRUCTURED ADDITIVE REGRESSION FOR SPACE-TIME DATA: A BAYESIAN PERSPECTIVE

Ludwig Fahrmeir, Thomas Kneib, Stefan Lang · 2004 · 336 citations · Full text

, , +16

Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images

Tomislav Hengl, G.B.M. Heuvelink, Melita Perčec Tadić et al. · Theoretical and Applied Climatology · 2011 · 253 citations · Full text

, , +17

1–5 of 51

Authors

153

  1. TK
    Thomas Kneib

    University of Göttingen, Germany

    4 publications · 598 citations

    4

    h-index

  2. SL
    Stefan Lang

    University of Salzburg, Austria

    3 publications · 587 citations

    3

    h-index

  3. LF
    Ludwig Fahrmeir

    Ludwig-Maximilians-Universität München, Germany

    3 publications · 366 citations

    3

    h-index

  4. RL
    Renyi Liu

    Zhejiang University, China

    2 publications · 142 citations

    2

    h-index

  5. BH
    Bo Huang

    Chinese University of Hong Kong, Hong Kong SAR China

    2 publications · 458 citations

    2

    h-index

1–5 of 153

Institutions

95

  1. Wuhan University

    Wuhan, China

    3 h-index

    4 publications

    124 citations

  2. University of Salento

    Lecce, Italy

    2 h-index

    4 publications

    103 citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    801 citations

  4. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    2 publications

    78 citations

  5. Zhejiang University

    Hangzhou, China

    2 h-index

    9 publications

    683 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    3 publications

    115 citations

  7. Arizona State University

    Tempe, United States

    2 h-index

    2 publications

    603 citations

  8. Ludwig-Maximilians-Universität München

    Munich, Germany

    1 h-index

    3 publications

    696 citations

1–8 of 95

Venues

  1. 3

    h-index

  2. 2

    h-index

  3. Computers & Geosciences

    CAGEO · 2 publications · 113 citations

    2

    h-index

  4. Remote Sensing of Environment

    2 publications · 406 citations

    2

    h-index

  5. AIP conference proceedings

    2 publications · 54 citations

    2

    h-index

1–5