Modeling 3‐D spatio‐temporal biogeochemical processes with a forest of 1‐D statistical emulators

DOI10.1002/env.2187zbMath1525.62164WikidataQ117962758 ScholiaQ117962758MaRDI QIDQ6069045

No author found.

Publication date: 15 December 2023

Published in: Environmetrics (Search for Journal in Brave)

zbMATH Keywords

emulatornonlinear modelhierarchical modelBayesianmarine ecosystemlower trophic level

Mathematics Subject Classification ID

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

Related Items (1)

Emulation engines: choice and quantification of uncertainty for complex hydrological models

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Bayesian emulation of complex multi-output and dynamic computer models
• A spatio-temporal downscaler for output from numerical models
• Improving crop model inference through Bayesian melding with spatially varying parameters
• Assessing first-order emulator inference for physical parameters in nonlinear mechanistic models
• Bayesian Calibration of Computer Models
• Models for Bounded Systems with Continuous Dynamics
• Gaussian process emulation of dynamic computer codes
• Computer Model Calibration Using High-Dimensional Output
• Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds
• Inference for Deterministic Simulation Models: The Bayesian Melding Approach
• Combining Field Data and Computer Simulations for Calibration and Prediction
• Sequential Data Assimilation Techniques in Oceanography
• Model Evaluation and Spatial Interpolation by Bayesian Combination of Observations with Outputs from Numerical Models
• Random forests
• A dynamic modelling strategy for Bayesian computer model emulation

This page was built for publication: Modeling 3‐D spatio‐temporal biogeochemical processes with a forest of 1‐D statistical emulators