Multiaffine random field model of rainfall

Citation
M. Menabde et al., Multiaffine random field model of rainfall, WATER RES R, 35(2), 1999, pp. 509-514
Citations number
16
Categorie Soggetti
Environment/Ecology,"Civil Engineering
Journal title
WATER RESOURCES RESEARCH
ISSN journal
00431397 → ACNP
Volume
35
Issue
2
Year of publication
1999
Pages
509 - 514
Database
ISI
SICI code
0043-1397(199902)35:2<509:MRFMOR>2.0.ZU;2-U
Abstract
A new method for the statistical description and simulation of two-dimensio nal rainfall radar images is proposed. It is based on the theory of multiaf fine random fields and the bounded lognormal cascade model. The model has t hree free parameters, which are shown to provide a parsimonious and robust statistical description of rainfall images. The parameters retrieved from t he analysis of the real rainfall data by fitting the one- and two-point sta tistics are used for simulation. The simulated rainfall fields are in good statistical and visual agreement with their real counterparts.