Concepedia

Multilayer Perceptron Model for Nowcasting Visibility from Surface Observations: Results and Sensitivity to Dissimilar Station Altitudes

Sutapa Chaudhuri, Debanjana Das, Ishita Sarkar, Sayantika Goswami

Pure and Applied Geophysics · 2015 · 15 citations · 11 references

DOI

Concepts

References

11

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

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Applying Neural Network Models to Prediction and Data Analysis in Meteorology and Oceanography

William W. Hsieh, Benyang Tang · Bulletin of the American Meteorological Society · 1998 · 418 citations · Full text

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Prediction of extreme precipitation using a neural network: application to summer flood occurrence in Moravia

L. Bodri, V. Čermák · Advances in Engineering Software · 2000 · 106 citations

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Application of Artificial Neural Network Forecasts to Predict Fog at Canberra International Airport

Dustin Fabbian, Richard de Dear, Stephen C Lellyett · Weather and Forecasting · 2007 · 95 citations

, , +14

Convective energies in forecasting severe thunderstorms with one hidden layer neural net and variable learning rate back propagation algorithm

Sutapa Chaudhuri · Asia-Pacific Journal of Atmospheric Sciences · 2010 · 48 citations

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