Neural network based daily precipitation generator (NNGEN-P)

Daily weather generators are used in many applications and risk analyses. The present paper explores the potential of neural network architectures to design daily weather generator models. Focusing this first paper on precipitation, we design a collection of neural networks (multi-layer perceptrons...

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Detalles Bibliográficos
Autores principales: Boulanger, J.-P., Martinez, F., Penalba, O., Segura, E.C.
Formato: JOUR
Materias:
artificial neural network
data set
empirical analysis
Markov chain
precipitation (climatology)
rainfall
simulation
Acceso en línea:http://hdl.handle.net/20.500.12110/paper_09307575_v28_n2-3_p307_Boulanger
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

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