Concepedia

Neural network forecasting of air pollutants hourly concentrations using optimised temporal averages of meteorological variables and pollutant concentrations

Lovro Hrust, Zvjezdana Bencetić Klaić, Josip Križan, Oleg Antonić, Predrag Hercog

Atmospheric Environment · 2009 · 116 citations · 26 references

Concepts

EngineeringEnvironmental EngineeringEnvironmental SciencesAir PollutionAtmospheric ScienceForecastingAir PollutantsAir Pollution MeasurementAir Pollution MeteorologyAir Pollution ModelingAir QualityTime Series ForecastingAir Pollution ForecastingNeural ForecastingNeural Network ModelingNeural Time Series ForecastingPollutant Concentration PredictionUrban Air Quality ForecastingUrban Air Quality Modeling

References

26

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

C. J. Willmott, Kenji Matsuura · Climate Research · 2005 · 6.1K citations · Full text

Natural Sciences, Environmental Sciences, Geography +15

ON THE VALIDATION OF MODELS

Cort J. Willmott · Physical Geography · 1981 · 4.7K citations

Computing, Geoinformatics, Geographic Information Science +9

Some Comments on the Evaluation of Model Performance

Cort J. Willmott · Bulletin of the American Meteorological Society · 1982 · 3.7K citations · Full text

Business, Hydrology, Environmental Modeling +16

Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences

M.W Gardner, Stephen Dorling · Atmospheric Environment · 1998 · 3.3K citations

Natural Sciences, Earth Sciences, Meteorology +16