Concepedia

Spatiotemporal Smoothing

Spatiotemporal Smoothing is a statistical method that belongs to the class of smoothing techniques used in spatial and temporal data analysis, distinguished by its simultaneous incorporation of spatial proximity and temporal continuity to reduce noise and improve inference in the distribution of epidemiological events over space and time.

32

Publications

1.2K

Citations

135

Authors

71

Institutions

Publications per year

2017–2026

7

Parents

Publications

32

Modeling Spatiotemporal Forest Health Monitoring Data

Nicole H. Augustin, Monica Musio, Klaus von Wilpert et al. · Journal of the American Statistical Association · 2009 · 102 citations · Full text

, , +16

<i>P</i> -spline ANOVA-type interaction models for spatio-temporal smoothing

Dae‐Jin Lee, Maŕıa Durbán · Statistical Modelling · 2011 · 91 citations

, , +17

TRFM-LS: Transformer-Based Deep Learning Method for Vessel Trajectory Prediction

Dapeng Jiang, Guoyou Shi, Na Li et al. · Journal of Marine Science and Engineering · 2023 · 78 citations · Full text

, , +17

Spatio‐temporal modeling of mortality risks using penalized splines

M. D. Ugarte, T. Goicoa, Ana F. Militino · Environmetrics · 2009 · 75 citations

, , +17

Space–time smoothing of complex survey data: Small area estimation for child mortality

Laina D. Mercer, Jon Wakefield, Athena Pantazis et al. · The Annals of Applied Statistics · 2015 · 71 citations · Full text

, , +16

1–5 of 32

Authors

135

  1. DS
    Dennis Säring

    University Medical Center Hamburg-Eppendorf, Germany

    2 publications · 29 citations

    2

    h-index

  2. AB
    Adrian Bowman

    University of Glasgow, United Kingdom

    2 publications · 40 citations

    2

    h-index

  3. HH
    Heinz Handels

    University of Lübeck, Germany

    2 publications · 29 citations

    2

    h-index

  4. JE
    Jan Ehrhardt

    University of Lübeck, Germany

    2 publications · 29 citations

    2

    h-index

  5. WL
    Weifeng Li

    The University of Tokyo, Japan

    1 publications · 78 citations

    1

    h-index

1–5 of 135

Institutions

71

  1. University of Glasgow

    Glasgow, United Kingdom

    3 h-index

    6 publications

    161 citations

  2. Shell (Netherlands)

    The Hague, The Netherlands

    2 h-index

    3 publications

    54 citations

  3. University of Minnesota

    Minneapolis, United States

    2 h-index

    4 publications

    111 citations

  4. University Medical Center Hamburg-Eppendorf

    Hamburg, Germany

    2 h-index

    5 publications

    69 citations

  5. Universität Hamburg

    Hamburg, Germany

    2 h-index

    5 publications

    69 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    139 citations

  7. Université de Sherbrooke

    Sherbrooke, Canada

    1 h-index

    1 publications

    32 citations

  8. All-Russian Scientific Research Institute of Technical Physics

    Snezhinsk, Russia

    1 h-index

    8 publications

    96 citations

1–8 of 71

Venues

  1. Biometrics

    3 publications · 63 citations

    3

    h-index

  2. Environmetrics

    2 publications · 89 citations

    2

    h-index

  3. IEEE Transactions on Medical Imaging

    2 publications · 72 citations

    2

    h-index

  4. 2

    h-index

  5. Statistics in Medicine

    2 publications · 52 citations

    2

    h-index

1–5