Exact(2)
County-level data on WNv cases were examined using spatial cluster analysis, and were used to fit statistical models with weather, climate, and land use variables as predictors.
Models with weather and pollutant variables coded using quadratic, cubic, or spline terms did not significantly improve model fit based on likelihood ratio tests (α = 0.05).
Similar(58)
Spatial variability in the temporal effects are captured by fitting separate spatial models for warm and cold season, where differences in average mixing heights produce different spatial patterns, and by using a log-linear model, with weather parameters predicting different percent changes in concentrations at different locations, rather than different absolute changes.
In one new paper, to appear in a coming issue of Geophysical Research Letters, Matthew Huber of the Purdue department of earth and atmospheric sciences and Ryan L. Sriver, a graduate student there, calculate the total damage that could be caused by storms worldwide, using data normally applied to reconciling weather forecast models with observed weather events.
Weather variables that resulted in lower AICc values were combined to create a model with multiple weather variables.
Tufa Dinku, research scientist at Columbia's International Research Institute for Climate and Society, is working with the Enhancing National Climate Services project (ENACTS) to integrate satellite data and climate model outputs with weather-station data from national meteorological services.
The performance of the ENN model with full weather data as inputs presents 0.749 and 0.759 mm of mean absolute error for the Antalya and Mersin stations, respectively.
The SVAT model was parameterized with weather, soils and phenological data largely obtained from a secondary school in each watershed that is participating in the Global Learning and Observations to Benefit the Environment (GLOBE) program.
A recent paper in Nature, "The Quiet Revolution in Numerical Weather Prediction," is a great read on the advances with weather models.
Sedentary species may undertake local movements in response to weather events [14], and their distribution might be limited by climatic extremes [10], two factors that are better accounted for with weather models than climate.
A main theme of the article is an analogy with weather forecasting models, and an adaption of methodology successfully used in that field to the current problem.
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