Concepedia

Spatial Model Selection

Spatial Model Selection is the systematic process of identifying the most appropriate statistical model among competing alternatives for representing spatially referenced data, distinguished by its explicit consideration of spatial dependence, heterogeneity, and the trade-off between model complexity and goodness-of-fit within a geographical context.

142

Publications

9.6K

Citations

416

Authors

244

Institutions

Publications per year

2017–2026

41

Parents

Publications

142

Spatial modelling: a comprehensive framework for principal coordinate analysis of neighbour matrices (PCNM)

Stéphane Dray, Pierre Legendre, Pedro R. Peres‐Neto · Ecological Modelling · 2006 · 2K citations

, , +13

Importance of spatial predictor variable selection in machine learning applications – Moving from data reproduction to spatial prediction

Hanna Meyer, Christoph Reudenbach, Stephan Wöllauer · Ecological Modelling · 2019 · 435 citations · Full text

, , +17

Spatial-Filtering-Based Contributions to a Critique of Geographically Weighted Regression (GWR)

Daniel A. Griffith · Environment and Planning A Economy and Space · 2008 · 260 citations

, , +17

Specification of spatial models: A simulation study on weights matrices

Stanislav Stakhovych, Tammo H.A. Bijmolt · Papers of the Regional Science Association · 2009 · 255 citations · Full text

, , +15

A CONCEPTUAL FRAMEWORK AND COMPARISON OF SPATIAL DATA MODELS

Donna J. Peuquet · Cartographica The International Journal for Geographic Information and Geovisualization · 1984 · 251 citations

, , +13

1–5 of 142

Authors

416

  1. JM
    Jesús Mur

    Universidad de Zaragoza, Spain

    3 publications · 254 citations

    3

    h-index

  2. LL
    Lung‐fei Lee

    The Ohio State University, United States

    3 publications · 84 citations

    3

    h-index

  3. PM
    Pascal Monestiez

    Biostatistique et processus spatiaux, France

    2 publications · 202 citations

    2

    h-index

  4. JR
    Jonathan R. Bradley

    Florida State University, United States

    2 publications · 45 citations

    2

    h-index

  5. AA
    Ana Angulo

    Universidad de Zaragoza, Spain

    2 publications · 148 citations

    2

    h-index

1–5 of 416

Institutions

244

  1. The Ohio State University

    Columbus, United States

    6 h-index

    7 publications

    176 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    12 publications

    906 citations

  3. Federal University of Technology

    Akure, Nigeria

    3 h-index

    3 publications

    91 citations

  4. University of Leeds

    Leeds, United Kingdom

    3 h-index

    6 publications

    574 citations

  5. University of Groningen

    Groningen, The Netherlands

    3 h-index

    6 publications

    690 citations

  6. Geoscience Australia

    Canberra, Australia

    2 h-index

    9 publications

    543 citations

  7. University of Münster

    Münster, Germany

    2 h-index

    4 publications

    519 citations

  8. University of Oxford

    Oxford, United Kingdom

    2 h-index

    2 publications

    62 citations

1–8 of 244

Venues

  1. Optometry and Vision Science

    6 publications · 228 citations

    6

    h-index

  2. Regional Science and Urban Economics

    6 publications · 308 citations

    6

    h-index

  3. Ecological Modelling

    5 publications · 2.6K citations

    5

    h-index

  4. Spatial Statistics

    4 publications · 142 citations

    4

    h-index

  5. Ecological Informatics

    4 publications · 116 citations

    4

    h-index

1–5