Concepedia

Model-based Spatial Sampling

Model-Based Spatial Sampling is a spatial sampling paradigm that relies on an explicit statistical or mathematical model of the underlying spatial process to guide the selection and inference of sample locations, distinguishing it from design-based approaches by incorporating assumed spatial dependence structures.

32

Publications

2.3K

Citations

109

Authors

69

Institutions

Publications per year

2017–2026

8

Parents

Publications

32

Using Niche‐Based Models to Improve the Sampling of Rare Species

Antoine Guisan, Olivier Broennimann, Robin Engler et al. · Conservation Biology · 2006 · 518 citations

, , +15

Random sampling or geostatistical modelling? Choosing between design-based and model-based sampling strategies for soil (with discussion)

D.J. Brus, J.J. de Gruijter · Geoderma · 1997 · 404 citations

, , +16

Spatial models for line transect sampling

Sharon L. Hedley, S. T. Buckland · Journal of Agricultural Biological and Environmental Statistics · 2004 · 321 citations

, , +12

A stratified random sampling design in space and time for regional to global scale burned area product validation

Luigi Boschetti, Stephen V. Stehman, David P. Roy · Remote Sensing of Environment · 2016 · 114 citations · Full text

, , +14

Prospective sampling based on model ensembles improves the detection of rare species

Gwenaëlle Le Lay, Robin Engler, Erika Franc et al. · Ecography · 2010 · 97 citations

, , +15

1–5 of 32

Authors

109

  1. DB
    D.J. Brus

    Wageningen University & Research, Netherlands

    3 publications · 453 citations

    3

    h-index

  2. MD
    Michael Dumelle

    NOAA National Marine Fisheries Service Alaska Fisheries Science Center, United States

    2 publications · 100 citations

    2

    h-index

  3. RE
    Robin Engler

    University of Lausanne, Switzerland

    2 publications · 615 citations

    2

    h-index

  4. JD
    J.J. de Gruijter

    Wageningen University & Research, Netherlands

    2 publications · 420 citations

    2

    h-index

  5. AR
    Anthony R. Olsen

    Environmental Protection Agency, United States

    2 publications · 100 citations

    2

    h-index

1–5 of 109

Institutions

69

  1. Wageningen University & Research

    Wageningen, The Netherlands

    3 h-index

    4 publications

    130 citations

  2. University of St Andrews

    St Andrews, United Kingdom

    2 h-index

    5 publications

    759 citations

  3. Environmental Protection Agency

    Washington, United States

    2 h-index

    6 publications

    346 citations

  4. Institut Polytechnique de Bordeaux

    Bordeaux, France

    1 h-index

    3 publications

    105 citations

  5. Australian National University

    Canberra, Australia

    1 h-index

    2 publications

    72 citations

  6. Cox & Company (United States)

    Plainview, United States

    1 h-index

    1 publications

    25 citations

  7. University of Cape Coast

    Cape Coast, Ghana

    1 h-index

    1 publications

    32 citations

  8. Université d'Abomey-Calavi

    Cotonou, Benin

    1 h-index

    1 publications

    32 citations

1–8 of 69

Venues

  1. 2

    h-index

  2. Forest Science

    2 publications · 34 citations

    2

    h-index

  3. Geoderma

    2 publications · 420 citations

    2

    h-index

  4. Environmental and Ecological Statistics

    2 publications · 69 citations

    2

    h-index

  5. Biological Conservation

    1 publications · 15 citations

    1

    h-index

1–5