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Monte Carlo methods / Model selection / Computational statistics / Data assimilation / Ensemble Kalman filter / Deviance information criterion / Least squares / Ecosystem model / Parameter / Statistics / Bayesian statistics / Estimation theory


A primer for data assimilation with ecological models using Markov Chain Monte Carlo (MCMC) J. M. Zobitz, A. R. Desai, D. J. P. Moore & M. A. Chadwick
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Document Date: 2012-08-14 09:49:09


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File Size: 2,16 MB

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City

Tucson / Minneapolis / Madison / Serville / /

Company

Amax / /

Country

United States / /

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Facility

Augsburg College / King’s College / University of Arizona / University of Wisconsin-Madison / /

IndustryTerm

large-scale ecological networks / online version / data assimilation tools / wide / data assimilation algorithms / data assimilation algorithm / ecological systems / potential applications / sequential and non-sequential algorithms / likely solution / universal algorithm / state estimation algorithms / basic data assimilation tools / e-offprint / model systems / survey applications / computing / online datasets / activation energy / /

NaturalFeature

Rocky Mountains / /

Organization

National Research Council / National Center for Ecological Analysis and Synthesis / Department of Mathematics / King’s College London / D. J. P. Moore School of Natural Resources and Environment / Augsburg College / D. J. P. Moore M. A. Chadwick Department of Geography / A. R. Desai Department of Atmospheric and Oceanic Sciences / University of Arizona / University of Wisconsin / /

Person

Taylor / Lloyd / A. Chadwick Oecologia / Russell Monson / Dennis Table / Ellison Table / Geography / /

Position

investigator / driver / D. J. / Author / ecologist / accepted author / Major / /

ProvinceOrState

Wisconsin / Minnesota / Arizona / /

PublishedMedium

Parameters / /

Technology

data assimilation algorithm / radiation / sequential and non-sequential algorithms / data assimilation algorithms / Sequential data assimilation algorithms / universal algorithm / state estimation algorithms / PDF / Metropolis algorithm / Hastings MCMC algorithm / MCMC algorithm / /

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