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Yacine Mohia, Rafik Absi, Mourad Lazri, Karim Labadi, Fethi Ouallouche and Soltane Ameur
To estimate rainfall from remote sensing data, three machine learning-based regression models, K-Nearest Neighbors Regression (K-NNR), Support Vector Regression (SVR), and Random Forest Regression (RFR), were implemented using MSG (Meteosat Second Genera...
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Giuseppe Ciardullo, Leonardo Primavera, Fabrizio Ferrucci, Vincenzo Carbone and Fabio Lepreti
The formation of a cyclonic region in which nonlinear interactions generate turbulence in the form of small-scale vortices can be observed because of the different rotating air masses. Turbulence dynamics in cyclones (specifically hurricanes) has been un...
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Massimiliano Sist, Giovanni Schiavon and Fabio Del Frate
A new data fusion technique based on Artificial Neural Networks (ANN) for the design of a rainfall retrieval algorithm is presented. The use of both VIS/IR (VISible and InfraRed) data from GEO (Geostationary Earth Orbit) satellite and of passive microwav...
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Stefano Corradini, Lorenzo Guerrieri, Valerio Lombardo, Luca Merucci, Massimo Musacchio, Michele Prestifilippo, Simona Scollo, Malvina Silvestri, Gaetano Spata and Dario Stelitano
From 2011 to 2015, 49 lava fountains occurred at Etna volcano. In this work, the measurements carried out from the Spinning Enhanced Visible and InfraRed Imager (SEVIRI) instrument, on board the Meteosat Second Generation (MSG) geostationary satellite, a...
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Carlos Pinto da Silva Neto,Humberto Alves Barbosa,Cesar Augustus Assis Beneti
Pág. 343 - 358
Moisture and instability, along with a triggering mechanism, are the main keys of deep convective storms initiation and evolution. Satellite data can provide indirect measurements of instability and moisture of a wide area in short periods of time. This ...
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A. LUQUE,I. GÓMEZ,M. MANSO
The CRR (Convective Rainfall Rate) algorithm was developed to detect intense mesoscale convective cells and to screen the most probable precipitation associated. It estimates rainfall intensity using the three bands of the Met...
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M. DAS GUPTA,S. BASU,R. K. PALIWAL,U. C. MOHANTY,N. V. SAM
For accurate determination of the three-dimensional structure of atmospheric circulation, it is very important to assimilate every observation from all available sources, especially over the data sparse oceanic regions. During the ...
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Papin, C. Bouthemy, P. Rochard, G.
Pág. 104 - 114
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G. W. PALTRIDGE
Studies of the overall themodynamic and "chaotic" behaviour (Ruelle, 1985) of thr Earth-atmosphere climate system require long time-series of the total solar radiation absorbed by the system and of the total infrared radiation emitted by system. The seri...
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