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The QUEST classifier produced significantly better results than CRUISE and MLC model runs, with an overall accuracy of 80% (Kappa 0.75).
Model runs with higher number of coefficients, capturing in details medium-scale TEC structures are subtracted from results obtained with smaller number of coefficients; the latter represent the background ionosphere.
In a nutshell, the researchers complement the results of climate/crop model runs with projections of five useful indices of agriculture/climate interaction dry days, plant heat stress, frost days, growing season length and start of field operations that clarify what's driving projected yields up or down.
Model runs with a time horizon between 2004 and 2020 show that current owners should replace refrigerators that consume more than 1000 kWh/year of electricity (typical mid-sized 1994 models and older) as an efficient strategy from both cost and energy perspectives.
Batch mode is also typically used for individual model runs with large numbers of agents.
The model runs with daily variable observed climate inputs of PPFD, day length, temperature and precipitation measured onsite.
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Model run with principle components has also provided satisfying performance.
Variables with p < 0.05 were included in the model, run with a conditional backward stepwise procedure.
A separate binary predictive layer was created from each model run with training and testing accuracy > 95%; cell values of 1 indicate locations with appropriate ecological conditions to support C. gattii, whereas values of 0 indicate unsuitable locations.
European models run with less powerful and less technically advanced engines.
The 'tide only' datum refers to the maximum current speeds for models run with only January 2015 spring tides and no tsunami.
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CEO of Professional Science Editing for Scientists @ prosciediting.com