Multivariate spatial analysis of climate change projections

DOI10.1007/s13253-011-0072-8zbMath1306.62281OpenAlexW2015014376MaRDI QIDQ2261047

Tamara A. Greasby, Stephan R. Sain

Publication date: 6 March 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13253-011-0072-8

zbMATH Keywords

hierarchical modelregional climate modelsintrinsic Markov random field

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Related Items (2)

Global space-time models for climate ensembles ⋮ A spatial‐dependent model for climate emulation

Uses Software

• GMRFLib
• spam
• spBayes

Cites Work

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• A spatial analysis of multivariate output from regional climate models
• Spatial hierarchical modeling of precipitation extremes from a regional climate model
• Bayesian functional ANOVA modeling using Gaussian process prior distributions
• Biases and Uncertainty in Climate Projections
• Sampling-Based Approaches to Calculating Marginal Densities
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• Bayesian Modeling of Uncertainty in Ensembles of Climate Models

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