Sentences with phrase «model evaluation»

After processing, these datasets served as benchmarks for model evaluation.

Climate model evaluation with respect to land surface processes and land - climate interactions belongs to the core expertise of the research group.

Over the last decades significant progress has been made in model evaluation.

A new climate model evaluation package will deliver objective comparisons between models and observations for research and model development and provide a framework for community engagement.

More computing resources should be made available and model evaluation methodology agreed.

The board also highlighted its priorities for relevant model evaluation, including assessing the representation of extreme events and the seasonal progression of temperature and rainfall.

The rationale for a paradigm shift toward inclusion of community - wide home visiting as part of an early childhood continuum of care using logic model evaluation data.

Most of current model evaluation metrics, e.g., root mean square error (RMSE), correlation coefficient, standard deviation, measure the model performance in simulating individual variable.

The approach to model evaluation taken in the chapter reflects the need for climate models to represent the observed behaviour of past climate as a necessary condition to be considered a viable tool for future projections.

Nenes says the Georgia Tech methodology looks at everything in a more robust way, breaking the bottleneck that is typical of other model evaluation and analysis algorithms.

In 2009, Ohio passed House Bill 1 directing the Educator Standards Board to recommend model evaluation systems for teachers and principals to the State Board of Education.

New York Council of School Superintendents staff and leadership involved in creating the Council's Superintendent Model Evaluation (which significantly influenced MASB's instrument):

The lessons learned from studying this problem can and should be applied towards the improvement of existing climate monitoring systems, so that future model evaluation studies are less sensitive to observational ambiguity.»

One has to distinguish skill as a GHG emissions forecaster from model evaluation — a distinction that Hansen fairly makes.

The US CLIVAR / OCB Ocean Carbon Uptake Working Group was formed to identify common metrics of physical ocean / climate forcing (primarily wind strength, mixed - layer stratification, and ocean mixing), compare metrics in the various models and in the observations for the North Atlantic and the Tropical Pacific, and coordinate model evaluation of the climatic influence on CO2 uptake at different time scales.

One recently developed model evaluation metrics package similarly assesses, visualizes, and compares model errors [Gleckler et al., 2016].

ARM Data - Oriented Metrics and Diagnostics Package for Climate Model Evaluation Value - Added Product.

In the summary of climate model performance in Chapter 9 and expected future changes of climate patterns in Chapter 14, the report cites Furtado et al. (2011) for its comprehensive model evaluation of the Pacific modes of climate variability.

Using commonly accepted criteria for model evaluation [23], the fit of the overall model structure is considered acceptable; χ2 (6) = 27.38, p < 0.01, χ2 / df = 4.56, CFI = 0.92, RMSEA = 0.06 (90 % CI: 0.04 — 0.08).

Model development related to OA is expected to accelerate in the near future and must be performed in parallel with extensive model evaluation.

Implications for improved model evaluations and forecasting.

Previously, most climate - model evaluation over Africa compared the mean rainfall amount in model output for today's conditions to current observations for fixed seasons (June to August, December to February, etc), with limited analysis of the annual cycle.

Our ML model evaluation is tuned for efficiency across the diverse silicon that runs Windows.

Adept in maximizing form, fit and function through meticulous design model evaluation.

For members scoring low on neuroticism (emotionally stable group members) the decrease in the teamwork related mental models evaluation while experiencing relationship conflict is expected to be lower because they are more secure, calm, steady, and may engage stronger with teamwork [10] and can cope more effectively with the stress induced by relationships conflict [28].

Response There is a vast literature on model evaluation, and a good place to start is the IPCC report, chapter 8 — William.

Insufficient model evaluation is related to over-fitting, where a model involves enough tunable parameters to provide a good fit regardless of the model skill.

In concert with researchers, the USDoE could work to establish parameters for model evaluation systems that more accurately measure school and principal effectiveness.

In between the beginning process of defining the goals of the task and defining that in mathematical terms, and the end process of writing a report, the processes of model formulation, mathematical processing, and model evaluation take place.

Scientists on interagency US CLIVAR - sponsored projects (e.g., process studies, Climate Process Teams, Climate Model Evaluation Projects)

Here we introduce a new climate model evaluation package that quantifies differences between observations and simulations contributed to the World Climate Research Programme's Coupled Model Intercomparison Project (CMIP).

To put it perhaps more broadly: Covariances (e.g., between natural variations in cloud cover and temperature, or between natural variations in carbon uptake and physical climate variables, as in Cox et al. 2013) can be very valuable metrics for model evaluation.