A trust-region framework for managing the use of approximation models in optimization
|
journal
|
February 1998 |
Changes in Soil Microbial Community Structure in a Tallgrass Prairie Chronosequence
|
journal
|
January 2005 |
A sensitivity analysis of the land-surface scheme JULES conducted for three forest biomes: Biophysical parameters, model processes, and meteorological driving data: SENSITIVITY ANALYSIS OF LAND-MODEL JULES
|
journal
|
March 2006 |
Modeling CO2 and water vapor exchange of a temperate broadleaved forest across hourly to decadal time scales
|
journal
|
August 2001 |
Parameter sensitivity analysis for different complexity land surface models using multicriteria methods
|
journal
|
January 2006 |
Crop physiology calibration in the CLM
|
journal
|
January 2015 |
Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data
|
journal
|
January 2011 |
Empirical equations for some soil hydraulic properties
|
journal
|
August 1978 |
Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review
|
journal
|
June 1996 |
Monte Carlo sensitivity analysis of land surface parameters using the Variable Infiltration Capacity model
|
journal
|
January 2007 |
Formulations for Surrogate-Based Optimization with Data Fit, Multifidelity, and Reduced-Order Models
|
conference
|
June 2012 |
Spatiotemporal Variations in Growing Season Exchanges of CO 2 , H 2 O, and Sensible Heat in Agricultural Fields of the Southern Great Plains
|
journal
|
October 2007 |
Recent advances in surrogate-based optimization
|
journal
|
January 2009 |
Multivariate Adaptive Regression Splines
|
journal
|
March 1991 |
Stepwise sensitivity analysis from qualitative to quantitative: Application to the terrestrial hydrological modeling of a Conjunctive Surface-Subsurface Process (CSSP) land surface model: Stepwise Sensitivity Analysis of LSMs
|
journal
|
May 2015 |
Estimating Clear-Sky Regional Surface Fluxes in the Southern Great Plains Atmospheric Radiation Measurement Site with Ground Measurements and Satellite Observations
|
journal
|
January 1998 |
Variable-Complexity Multidisciplinary Design Optimization Using Parallel Computers
|
book
|
January 1995 |
Ensemble of surrogates
|
journal
|
September 2006 |
Use of eigendecomposition in a parameter sensitivity analysis of the Community Land Model: SENSITIVITY OF A LAND SURFACE MODEL
|
journal
|
June 2013 |
Multi-objective parameter optimization of common land model using adaptive surrogate modeling
|
journal
|
January 2015 |
Direct and indirect effects of atmospheric conditions and soil moisture on surface energy partitioning revealed by a prolonged drought at a temperate forest site
|
journal
|
January 2006 |
Model performance, model robustness, and model fitness scores: A new method for identifying good land-surface models
|
journal
|
January 2008 |
DRAM: Efficient adaptive MCMC
|
journal
|
December 2006 |
The Elements of Statistical Learning
|
book
|
January 2009 |
The Project for Intercomparison of Land Surface Parameterization Schemes (PILPS): Phases 2 and 3
|
journal
|
April 1995 |
Seasonal patterns and environmental control of carbon dioxide and water vapour exchange in an ecotonal boreal forest
|
journal
|
December 1999 |
Sensitivity of surface flux simulations to hydrologic parameters based on an uncertainty quantification framework applied to the Community Land Model: UNCERTAINTY QUANTIFICATION FOR CLM4
|
journal
|
August 2012 |
Uncertainty Analysis of Runoff Simulations and Parameter Identifiability in the Community Land Model: Evidence from MOPEX Basins
|
journal
|
December 2013 |
Estimation of ECHAM5 climate model closure parameters with adaptive MCMC
|
journal
|
January 2010 |
Parameterization improvements and functional and structural advances in Version 4 of the Community Land Model
|
journal
|
January 2011 |
Intercomparison of land-surface parameterization schemes: sensitivity of surface energy and water fluxes to model parameters
|
journal
|
August 2003 |
Improving parameter estimation and water table depth simulation in a land surface model using GRACE water storage and estimated base flow data: PARAMETER ESTIMATION USING GRACE DATA
|
journal
|
May 2010 |
Mature semiarid chaparral ecosystems can be a significant sink for atmospheric carbon dioxide
|
journal
|
February 2007 |
A framework for benchmarking land models
|
journal
|
January 2012 |
CH 4 parameter estimation in CLM4.5bgc using surrogate global optimization
|
journal
|
January 2015 |
Estimating components of forest evapotranspiration: A footprint approach for scaling sap flux measurements
|
journal
|
October 2008 |
Estimating the uncertainty in annual net ecosystem carbon exchange: spatial variation in turbulent fluxes and sampling errors in eddy-covariance measurements
|
journal
|
May 2006 |
A reduced-order modeling approach to represent subgrid-scale hydrological dynamics for land-surface simulations: application in a polygonal tundra landscape
|
journal
|
January 2014 |
Sensitivity, uncertainty and time dependence of parameters in a complex land surface model
|
journal
|
February 2008 |
A Modeling Study of Irrigation Effects on Surface Fluxes and Land–Air–Cloud Interactions in the Southern Great Plains
|
journal
|
June 2013 |
Bayesian Calibration of the Community Land Model Using Surrogates
|
journal
|
January 2015 |
Review of surrogate modeling in water resources: REVIEW
|
journal
|
July 2012 |
A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions
|
journal
|
November 2007 |
Classification of hydrological parameter sensitivity and evaluation of parameter transferability across 431 US MOPEX basins
|
journal
|
May 2016 |
Quantifying parameter sensitivity, interaction, and transferability in hydrologically enhanced versions of the Noah land surface model over transition zones during the warm season
|
journal
|
January 2010 |
Dimensionality Reduction for Complex Models via Bayesian Compressive Sensing
|
journal
|
January 2014 |
A model-data intercomparison of CO 2 exchange across North America: Results from the North American Carbon Program site synthesis
|
journal
|
January 2010 |
GA : A Package for Genetic Algorithms in R
|
journal
|
January 2013 |
Efficient MCMC for Climate Model Parameter Estimation: Parallel Adaptive Chains and Early Rejection
|
journal
|
September 2012 |
An evaluation of models for partitioning eddy covariance-measured net ecosystem exchange into photosynthesis and respiration
|
journal
|
December 2006 |
Role of vegetation in determining carbon sequestration along ecological succession in the southeastern United States
|
journal
|
June 2008 |
Inverse modeling of hydrologic parameters using surface flux and runoff observations in the Community Land Model
|
journal
|
January 2013 |
Coupling of carbon dioxide and water vapor exchanges of irrigated and rainfed maize–soybean cropping systems and water productivity
|
journal
|
April 2010 |
Interannual variability in net CO2 exchange of a native tallgrass prairie
|
journal
|
February 2003 |
A land surface soil moisture data assimilation framework in consideration of the model subgrid-scale heterogeneity and soil water thawing and freezing
|
journal
|
July 2008 |
Factors controlling CO 2 exchange on timescales from hourly to decadal at Harvard Forest
|
journal
|
January 2007 |
Annual carbon dioxide exchange in irrigated and rainfed maize-based agroecosystems
|
journal
|
July 2005 |
Special Section on Multidisciplinary Design Optimization: Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?
|
journal
|
April 2014 |
Adaptive Response Surface Method - a Global Optimization Scheme for Approximation-Based Design Problems
|
journal
|
August 2001 |
Parameterization and Sensitivity Analysis of the BIOME–BGC Terrestrial Ecosystem Model: Net Primary Production Controls
|
journal
|
January 2000 |
Improving land surface models with FLUXNET data
|
journal
|
January 2009 |
Energy balance closure at FLUXNET sites
|
journal
|
December 2002 |
Environmental controls on water use efficiency during severe drought in an Ozark Forest in Missouri, USA: ENVIRONMENTAL CONTROL ON WATER USE EFFICIENCY
|
journal
|
December 2009 |
Calibration of the Crop model in the Community Land Model
|
journal
|
January 2013 |
Sensitivity analysis and quantification of uncertainty for isotopic mixing relationships in carbon cycle research
|
journal
|
January 2006 |