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The new findings provided by this study are useful for the development of an effective early warning system that is based on climate data over an extended intertropical littoral zone.
The PLS models were cross-validated by excluding each year (2004 2012) from the training dataset, using the remaining data to fit the PLS model, and comparing the excluded values with predicted values based on climate data for the excluded year.
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Then, two alternative operating rules, including fixed operating rules based on historical data and adaptive operating rules based on climate change data, are extracted using the fitting method with the multiple linear regression model.
The framework is illustrated with a linearly combined drought index (LDI), which is a commonly used multivariate drought index, based on climate division data in California and New York in the United States with different seasonality of precipitation.
Precise predictions of epidemics cannot be based solely on climate data and coarse proxies of susceptibility.
Aghast at a state commission's scientific findings about the local sea level rising 39 inches (or one metre, as it is known to the rest of the world) by 2100, coastal business leaders and property developers pressured the state's legislators into banning all sea-level projections based on climate-change data.
The dynamical downscaling method, based on regional climate modeling, can largely improve the horizontal resolution of the data based on climate models (Gao et al. 2013; Guo and Wang 2016).
Downscaling of temperature was performed using an empirical-statistical method based on climate model results, ERA40 re-analysis data (Uppala et al. 2005), and weather station observations, see Benestad (2005, 2008a).
Finally, due to the mechanistic nature of the climate forcing models, we project historical and future nesting trajectories based on available climate data and under different climate change scenarios.
Time your trip to Munich based on climate.
Calculations were done with evapotranspiration data for grassland [[45]] based on simulated climate data [[39]].
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