Concepedia

Multivariate Spatial Analysis

Multivariate Spatial Analysis is a spatial analysis methodology that integrates multiple interrelated variables to examine their joint spatial patterns, dependencies, and heterogeneities across geographic space, distinguishing it from univariate or bivariate spatial techniques by accounting for multidimensional spatial covariance structures.

922

Publications

53.1K

Citations

3.1K

Authors

1.3K

Institutions

Publications per year

2017–2026

227

Parents

Publications

922

The Modifiable Areal Unit Problem in Multivariate Statistical Analysis

A. Stewart Fotheringham, Dws Wong · Environment and Planning A Economy and Space · 1991 · 1.5K citations

, , +14

Multivariate analysis of heavy metal contamination in urban dusts of Xi'an, Central China

H YONGMING, Eric S. Posmentier · The Science of The Total Environment · 2005 · 1.4K citations

, , +12

Distance‐based multivariate analyses confound location and dispersion effects

David I. Warton, Stephen Wright, Yi Wang · Methods in Ecology and Evolution · 2011 · 1.3K citations · Full text

, , +11

Multivariate Analysis in Ecology and Systematics: Panacea or Pandora's Box?

Frances C. James, Charles E. McCulloch · Annual Review of Ecology and Systematics · 1990 · 1K citations

, , +14

Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis

C. Micó, L. Recatalá · Chemosphere · 2006 · 916 citations

, , +16

1–5 of 922

Authors

3.1K

  1. PN
    Peter Nijkamp

    Vrije Universiteit Amsterdam, Netherlands

    6 publications · 253 citations

    6

    h-index

  2. MF
    Montserrat Fuentes

    North Carolina State University, United States

    5 publications · 130 citations

    5

    h-index

  3. HO
    Hannu Oja

    5 publications · 481 citations

    5

    h-index

  4. LS
    Luca Salvati

    Università degli Studi della Tuscia, Italy

    5 publications · 351 citations

    5

    h-index

  5. MC
    Margherita Carlucci

    Sapienza University of Rome, Italy

    4 publications · 164 citations

    4

    h-index

1–5 of 3.1K

Institutions

1.3K

  1. Centre National de la Recherche Scientifique

    Paris, France

    17 h-index

    39 publications

    3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    23 publications

    1.6K citations

  3. North Carolina State University

    Raleigh, United States

    9 h-index

    21 publications

    650 citations

  4. Arizona State University

    Tempe, United States

    8 h-index

    11 publications

    1K citations

  5. Fundação Oswaldo Cruz

    Rio de Janeiro, Brazil

    8 h-index

    30 publications

    2.7K citations

  6. University of Copenhagen

    Copenhagen, Denmark

    7 h-index

    22 publications

    1.2K citations

  7. University of California, Berkeley

    Berkeley, United States

    7 h-index

    8 publications

    471 citations

  8. Institut de Recherche pour le Développement

    Marseille, France

    7 h-index

    15 publications

    502 citations

1–8 of 1.3K

Venues

  1. PLoS ONE

    13 publications · 532 citations

    12

    h-index

  2. Geographical Analysis

    13 publications · 1.1K citations

    12

    h-index

  3. Geoderma

    10 publications · 350 citations

    10

    h-index

  4. Environmental Monitoring and Assessment

    9 publications · 351 citations

    9

    h-index

  5. Environmental Earth Sciences

    8 publications · 952 citations

    8

    h-index

1–5