Concepedia

Spatiotemporal Confounding

Spatiotemporal Confounding is a statistical phenomenon in which unmeasured spatial and temporal confounders jointly distort the estimated causal relationship between an exposure and an outcome in models analyzing data that vary over both space and time.

4

Publications

196

Citations

26

Authors

19

Institutions

Publications per year

2017–2026

1

Parents

Publications

4

Using spatiotemporal species distribution models to identify temporally evolving hotspots of species co‐occurrence

Eric J. Ward, Jason E. Jannot, Young-Woo Lee et al. · Ecological Applications · 2015 · 77 citations

, , +17

Modelling spatio‐temporal variation in exposure to particulate matter: a two‐stage approach

Thomas Fanshawe, Peter J. Diggle, Steve Rushton et al. · Environmetrics · 2007 · 50 citations · Full text

, , +17

Effect of water temperature and density of juvenile salmonids on growth of young-of-the-year Atlantic salmon Salmo salar

Guillaume Bal, Étienne Rivot, E. Prévost et al. · Journal of Fish Biology · 2011 · 37 citations

, , +15

Toward Causal Inference for Spatio-Temporal Data: Conflict and Forest Loss in Colombia

Rune Christiansen, Matthias Baumann, Tobias Kuemmerle et al. · Journal of the American Statistical Association · 2021 · 32 citations · Full text

, , +17

STDCformer: A transformer-based model with a spatial–temporal causal de-confounding strategy for crowd flow prediction

Silu He, Peng Shen, Pingzhen Xu et al. · Information Fusion · 2025 · 14 citations

, , +13

1–5 of 4

Authors

26

  1. TF
    Thomas Fanshawe

    University of Oxford, United Kingdom

    1 publications · 50 citations

    1

    h-index

  2. LP
    Louise Parker

    Newcastle University, United Kingdom

    1 publications · 50 citations

    1

    h-index

  3. ÉR
    Étienne Rivot

    Institut Agro Rennes-Angers, France

    1 publications · 37 citations

    1

    h-index

  4. PW
    P. W. W. Lurz

    Newcastle University, United Kingdom

    1 publications · 50 citations

    1

    h-index

  5. EP
    E. Prévost

    Institut National de la Recherche Agronomique, Morocco

    1 publications · 37 citations

    1

    h-index

1–5 of 26

Institutions

19

  1. NOAA National Marine Fisheries Service

    Silver Spring, United States

    1 h-index

    5 publications

    385 citations

  2. NOAA National Marine Fisheries Service Northwest Fisheries Science Center

    Seattle, United States

    1 h-index

    5 publications

    385 citations

  3. Institut Agro Rennes-Angers

    Rennes, France

    1 h-index

    3 publications

    111 citations

  4. University of Washington

    Seattle, United States

    1 h-index

    1 publications

    77 citations

  5. Humboldt-Universität zu Berlin

    Berlin, Germany

    1 h-index

    2 publications

    64 citations

  6. Institut National de la Recherche Agronomique

    Rabat, Morocco

    1 h-index

    2 publications

    74 citations

  7. Institute for Sustainability

    London, United Kingdom

    1 h-index

    3 publications

    150 citations

  8. University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    2 publications

    64 citations

1–8 of 19

Venues

  1. Ecological Applications

    1 publications · 77 citations

    1

    h-index

  2. 1

    h-index

  3. Environmetrics

    1 publications · 50 citations

    1

    h-index

  4. Journal of Fish Biology

    1 publications · 37 citations

    1

    h-index

  5. Information Fusion

    1 publications · 14 citations

1–5