(Q30578531)

25 June 2017

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title

On improving the communication between models and data (English)

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25 June 2017

David S Lebauer

2

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Michael C. Dietze

object named as

Michael C Dietze

series ordinal

1

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Rob Kooper

object named as

Rob Kooper

series ordinal

3

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publication date

3 January 2013

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Plant, Cell and Environment

25 June 2017

published in

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25 June 2017

volume

36

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25 June 2017

issue

9

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25 June 2017

page(s)

1575-1585

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More is less: signal processing and the data deluge

25 June 2017

cites work

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The limits to prediction in ecological systems

21 January 2018

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Ecological forecasts: an emerging imperative

21 January 2018

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Resolving the biodiversity paradox.

21 January 2018

1 reference

Analytic webs support the synthesis of ecological data sets

21 January 2018

1 reference

Repeatability and transparency in ecological research.

21 January 2018

1 reference

Climate–Carbon Cycle Feedback Analysis: Results from the C4MIP Model Intercomparison

21 January 2018

1 reference

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

21 January 2018

1 reference

The model-data fusion pitfall: assuming certainty in an uncertain world

21 January 2018

1 reference

Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed

21 January 2018

1 reference

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

21 January 2018

1 reference

Ecological forecasting and data assimilation in a data-rich era.

21 January 2018

1 reference

A predictive framework to understand forest responses to global change

21 January 2018

1 reference

Responses of terrestrial ecosystems and carbon budgets to current and future environmental variability

21 January 2018

1 reference

How close are we to a predictive science of the biosphere?

21 January 2018

1 reference

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

21 January 2018

1 reference

Predictive models of forest dynamics

21 January 2018

1 reference

Challenges and opportunities of open data in ecology

21 January 2018

1 reference

Uncertainty in predictions of forest carbon dynamics: separating driver error from model error.

21 January 2018

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OptIC project: An intercomparison of optimization techniques for parameter estimation in terrestrial biogeochemical models

21 January 2018

1 reference

Parameter sensitivity and uncertainty of the forest carbon flux model FORUG: a Monte Carlo analysis.

21 January 2018

1 reference

Relative information contributions of model vs. data to short- and long-term forecasts of forest carbon dynamics

21 January 2018

1 reference

A primer for data assimilation with ecological models using Markov Chain Monte Carlo (MCMC).

21 January 2018

1 reference

Data-model integration is not magic

21 January 2018

1 reference

Connecting dynamic vegetation models to data - an inverse perspective

21 January 2018

1 reference

A model-data intercomparison of CO2exchange across North America: Results from the North American Carbon Program site synthesis

21 January 2018

1 reference

An improved analysis of forest carbon dynamics using data assimilation

21 January 2018

1 reference

Probabilistic inversion of a terrestrial ecosystem model: Analysis of uncertainty in parameter estimation and model prediction

21 January 2018

1 reference

Ensuring reliable datasets for environmental models and forecasts

21 January 2018

1 reference

Characterizing the performance of ecosystem models across time scales: A spectral analysis of the North American Carbon Program site-level synthesis

21 January 2018

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

21 January 2018

1 reference

Estimating diurnal to annual ecosystem parameters by synthesis of a carbon flux model with eddy covariance net ecosystem exchange observations

21 January 2018

1 reference

Using model-data fusion to interpret past trends, and quantify uncertainties in future projections, of terrestrial ecosystem carbon cycling

21 January 2018

1 reference

Model-data synthesis of diurnal and seasonal CO2 fluxes at Niwot Ridge, Colorado

21 January 2018

1 reference

Integration of Process-based Soil Respiration Models with Whole-Ecosystem CO2 Measurements

21 January 2018

1 reference

21 January 2018

Identifiers

DOI

10.1111/PCE.12043

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25 June 2017

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