Concepedia

Spatial Validation

Spatial Validation is a methodological approach in model validation that belongs to the class of validation techniques and is differentiated by its focus on assessing model performance across distinct geographical or spatial partitions of the data to evaluate generalizability and robustness to spatial variability.

59

Publications

4K

Citations

260

Authors

143

Institutions

Publications per year

2017–2026

34

Parents

Publications

59

Spatial validation reveals poor predictive performance of large-scale ecological mapping models

Pierre Ploton, Frédéric Mortier, Maxime Réjou‐Méchain et al. · Nature Communications · 2020 · 693 citations · Full text

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Cross‐validation of species distribution models: removing spatial sorting bias and calibration with a null model

Robert J. Hijmans · Ecology · 2012 · 624 citations

, , +15

Spatial cross-validation is not the right way to evaluate map accuracy

Alexandre M.J.‐C. Wadoux, G.B.M. Heuvelink, Sytze de Bruin et al. · Ecological Modelling · 2021 · 261 citations

, , +12

Spatial validation of crop models for precision agriculture

Bruno Basso, J. T. Ritchie, Francis J. Pierce et al. · Agricultural Systems · 2001 · 216 citations

, , +15

A method and application of multi-scale validation in spatial land use models

Kasper Kok, Andrew Farrow, A. Veldkamp et al. · Agriculture Ecosystems & Environment · 2001 · 124 citations

, , +12

1–5 of 59

Authors

260

  1. SS
    Simon Stisen

    Geological Survey of Denmark and Greenland, Denmark

    2 publications · 143 citations

    2

    h-index

  2. LV
    Lukáš Vlček

    Charles University, Czechia

    2 publications · 57 citations

    2

    h-index

  3. JK
    Julian Koch

    Geological Survey of Denmark and Greenland, Denmark

    2 publications · 143 citations

    2

    h-index

  4. PP
    Philippe Peylin

    Laboratoire des Sciences du Climat et de l'Environnement, France

    2 publications · 130 citations

    2

    h-index

  5. LP
    Leandro Parente

    Universidade Federal de Goiás, Brazil

    2 publications · 56 citations

    2

    h-index

1–5 of 260

Institutions

143

  1. Wageningen University & Research

    Wageningen, The Netherlands

    4 h-index

    14 publications

    1.3K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    18 publications

    3.8K citations

  3. Beijing Normal University

    Beijing, China

    3 h-index

    15 publications

    774 citations

  4. University of Toronto

    Toronto, Canada

    3 h-index

    7 publications

    405 citations

  5. University of Lausanne

    Lausanne, Switzerland

    2 h-index

    2 publications

    99 citations

  6. University of Münster

    Münster, Germany

    2 h-index

    3 publications

    272 citations

  7. University of Copenhagen

    Copenhagen, Denmark

    2 h-index

    3 publications

    218 citations

  8. CEA Paris-Saclay

    Gif-sur-Yvette, France

    2 h-index

    11 publications

    621 citations

1–8 of 143

Venues

  1. Remote Sensing

    4 publications · 119 citations

    4

    h-index

  2. 2

    h-index

  3. Ecology

    1 publications · 624 citations

    1

    h-index

  4. 1

    h-index

  5. Atmospheric Environment

    1 publications · 61 citations

    1

    h-index

1–5