Integrating models with data in ecology and palaeoecology: advances towards a model-data fusion approach

Assimilation of multiple data sets with the ensemble Kalman filter to improve forecasts of forest carbon dynamics

(2011) Chao Gao et al.   ECOLOGICAL APPLICATIONS

Ecological forecasting and data assimilation in a data-rich era

(2011) Yiqi Luo et al.   ECOLOGICAL APPLICATIONS

The REFLEX project: Comparing different algorithms and implementations for the inversion of a terrestrial ecosystem model against eddy covariance data

(2009) Andrew Fox et al.   AGRICULTURAL AND FOREST METEOROLOGY

A review of applications of model–data fusion to studies of terrestrial carbon fluxes at different scales

(2009) Ying-Ping Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

A method for climate and vegetation reconstruction through the inversion of a dynamic vegetation model

(2009) Vincent Garreta et al.   CLIMATE DYNAMICS

BIOMOD - a platform for ensemble forecasting of species distributions

(2009) Wilfried Thuiller et al.   ECOGRAPHY

Parameter identifiability, constraint, and equifinality in data assimilation with ecosystem models

(2009) Yiqi Luo et al.   ECOLOGICAL APPLICATIONS

A global sensitivity analysis and Bayesian inference framework for improving the parameter estimation and prediction of a process-based Terrestrial Ecosystem Model

(2009) Jinyun Tang et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Optimization of ecosystem model parameters through assimilating eddy covariance flux data with an ensemble Kalman filter

(2008) Xingguo Mo et al.   ECOLOGICAL MODELLING

An improved state-parameter analysis of ecosystem models using data assimilation

(2008) M. Chen et al.   ECOLOGICAL MODELLING

Spatial patterns of ecosystem carbon residence time and NPP-driven carbon uptake in the conterminous United States

(2008) Tao Zhou et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Implications of the carbon cycle steady state assumption for biogeochemical modeling performance and inverse parameter retrieval

(2008) Nuno Carvalhais et al.   GLOBAL BIOGEOCHEMICAL CYCLES

New coupled model used inversely for reconstructing past terrestrial carbon storage from pollen data: validation of model using modern data

(2008) HAIBIN WU et al.   GLOBAL CHANGE BIOLOGY

Use of FLUXNET in the Community Land Model development

(2008) R. Stöckli et al.   JOURNAL OF GEOPHYSICAL RESEARCH

A wildland fire model with data assimilation

(2008) Jan Mandel et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Model Error Representation in an Operational Ensemble Kalman Filter

(2008) P. L. Houtekamer et al.   MONTHLY WEATHER REVIEW

On uncertainties in carbon flux modelling and remotely sensed data assimilation: The Brasschaat pixel case

(2007) Willem W. Verstraeten et al.   ADVANCES IN SPACE RESEARCH

Data assimilation: From photon counts to Earth System forecasts

(2007) P MATHIEU et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of regional terrestrial water cycle using multi-sensor remote sensing observations and data assimilation

(2007) M PAN et al.   REMOTE SENSING OF ENVIRONMENT

Assimilating canopy reflectance data into an ecosystem model with an Ensemble Kalman Filter

(2007) T QUAIFE et al.   REMOTE SENSING OF ENVIRONMENT

Multi-sensor model-data fusion for estimation of hydrologic and energy flux parameters

(2007) L RENZULLO et al.   REMOTE SENSING OF ENVIRONMENT