Concepedia

Spatial Extremes Modeling

Spatial Extremes Modeling is a statistical framework within Bayesian spatial analysis that characterizes the distribution and dependence structure of extreme events across geographic locations, distinguished from other spatial models by its focus on rare, high-impact phenomena and their probabilistic behavior in space.

125

Publications

10.4K

Citations

235

Authors

152

Institutions

Publications per year

2017–2026

43

Parents

Publications

125

Model-Based Geostatistics

Peter J. Diggle, Jonathan A. Tawn, Rana Moyeed · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1998 · 2.2K citations · Full text

, , +17

AN OVERVIEW OF COMPOSITE LIKELIHOOD METHODS

Cristiano Varin, Nancy Reid, David Firth · 2011 · 923 citations

, , +14

Statistical Modeling of Spatial Extremes

A. C. Davison, Simone A. Padoan, Mathieu Ribatet · Statistical Science · 2012 · 586 citations · Full text

, , +17

Robust spatially aggregated projections of climate extremes

Erich Fischer, Urs Beyerle, Reto Knutti · Nature Climate Change · 2013 · 583 citations

, , +12

Bayesian Spatial Modeling of Extreme Precipitation Return Levels

Daniel Cooley, Douglas Nychka, Philippe Naveau · Journal of the American Statistical Association · 2007 · 537 citations

, , +17

1–5 of 125

Authors

235

  1. AC
    A. C. Davison

    École Polytechnique Fédérale de Lausanne, Switzerland

    9 publications · 1.6K citations

    9

    h-index

  2. DC
    Daniel Cooley

    Colorado State University, United States

    9 publications · 1K citations

    9

    h-index

  3. JA
    Jonathan A. Tawn

    Lancaster University, United Kingdom

    7 publications · 701 citations

    7

    h-index

  4. RH
    Raphaël Huser

    King Abdullah University of Science and Technology, Saudi Arabia

    7 publications · 743 citations

    7

    h-index

  5. BA
    Benjamin A. Shaby

    Pennsylvania State University, United States

    6 publications · 319 citations

    6

    h-index

1–5 of 235

Institutions

152

  1. Colorado State University

    Fort Collins, United States

    12 h-index

    15 publications

    769 citations

  2. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    12 h-index

    23 publications

    3.2K citations

  3. Lancaster University

    Lancaster, United Kingdom

    11 h-index

    21 publications

    1.1K citations

  4. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    7 h-index

    8 publications

    624 citations

  5. North Carolina State University

    Raleigh, United States

    7 h-index

    10 publications

    596 citations

  6. Université de Montpellier

    Montpellier, France

    7 h-index

    10 publications

    293 citations

  7. NSF National Center for Atmospheric Research

    Boulder, United States

    6 h-index

    11 publications

    2.1K citations

  8. Shell (United Kingdom)

    London, United Kingdom

    6 h-index

    6 publications

    208 citations

1–8 of 152

Venues

  1. Environmetrics

    13 publications · 410 citations

    12

    h-index

  2. 7

    h-index

  3. Extremes

    7 publications · 326 citations

    7

    h-index

  4. Water Resources Research

    7 publications · 345 citations

    7

    h-index

  5. Journal of the American Statistical Association

    7 publications · 1.2K citations

    7

    h-index

1–5