Temperatures in transient climates: improved methods for simulations with evolving temporal covariances

DOI10.1214/16-AOAS903zbMath1358.62111arXiv1507.00683OpenAlexW2963391648MaRDI QIDQ288614

Andrew Poppick, David J. McInerney, Michael L. Stein, Elisabeth J. Moyer

Publication date: 27 May 2016

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1507.00683

zbMATH Keywords

evolutionary spectrumnonstationary processesclimate changeclimate variabilityobservation-driven simulationtransient climate

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Applications of statistics to environmental and related topics (62P12) Inference from stochastic processes and spectral analysis (62M15)

Related Items (4)

Temperatures in transient climates: improved methods for simulations with evolving temporal covariances ⋮ Discussion on ``Saving storage in climate ensembles: a model-based stochastic approach ⋮ Assessing the reliability of wind power operations under a changing climate with a non-Gaussian bias correction ⋮ On Constraining Projections of Future Climate Using Observations and Simulations From Multiple Climate Models

Cites Work

• Unnamed Item
• Temperatures in transient climates: improved methods for simulations with evolving temporal covariances
• Global space-time models for climate ensembles
• Fast dimension-reduced climate model calibration and the effect of data aggregation
• Fitting time series models to nonstationary processes
• Wavelet thresholding in anisotropic function classes and application to adaptive estimation of evolutionary spectra
• The SLEX model of a non-stationary random process
• A likelihood approximation for locally stationary processes
• Comparing and blending regional climate model predictions for the American Southwest
• Combining Incompatible Spatial Data
• Transformation to approximate independence for locally stationary Gaussian processes
• Inferring climate system properties using a computer model

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