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Machine Learning to Forecast Rainfall Intensity
2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), 2023In this study, we explore the integration of machine learning algorithms into a decision support system for climate finance, focusing on the impact of rainfall on wineries in Italy. Wineries are particularly vulnerable to climate change, and accurate rainfall forecasting is critical to their success; lack of rain can reduce the quantity and quality of ...
Bruni, Maria Elena +3 more
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Theoretical prediction of rainfall intensity for a small rainfall simulator
2022 IEEE Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2022In this contribution, a theoretical approach was developed for predicting rainfall intensity for a small rainfall simulator. The developed equation was tested for two different devices and different pressure head and water temperature values. The proposed relationship was found to have a good predictive ability of rainfall intensity.
Agosta, Martina +5 more
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Mechanisms of Intense Alpine Rainfall
Journal of the Atmospheric Sciences, 2001Abstract Numerical studies by the authors and others of the 1994 Piedmont flood show that the orographically modified flow was a critical element for the production of extraordinary rainfall. To uncover the precise mechanism of orographic rainfall occurring in full-physics MM5 simulations of the 1994 Piedmont flood, the authors carried out simulations ...
ROTUNNO R, FERRETTI, Rossella
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Rainfall Intensities and Frequencies
Transactions of the American Society of Civil Engineers, 1938An investigation of the relation of frequency to rainfall intensity, by the statistical method, forms the basis of this paper.
A. J. Schafmayer, B. E. Grant
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World Environmental and Water Resources Congress 2008, 2008
An empirical, dimensionless-hyetograph that relates depth and duration, and thus whether a storm is front loaded, back loaded, or uniformly loaded, based on 92 gaging stations for storms known to have produced runoff is available for Texas. Statistical characteristics of storm interevent time, depth, and duration, based on analysis of hourly rainfall ...
Theodore G. Cleveland, David B. Thompson
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An empirical, dimensionless-hyetograph that relates depth and duration, and thus whether a storm is front loaded, back loaded, or uniformly loaded, based on 92 gaging stations for storms known to have produced runoff is available for Texas. Statistical characteristics of storm interevent time, depth, and duration, based on analysis of hourly rainfall ...
Theodore G. Cleveland, David B. Thompson
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On Acoustic Monitoring of Rainfall Intensity
2025 33rd European Signal Processing Conference (EUSIPCO)Audio-based environmental monitoring is gaining ever-increasing interest in the last decades facilitating a wide range of applications. An emerging task concerns the automatic estimation of rainfall intensity based on the respective acoustic activity.
Monti, Carlo, Ntalampiras, Stavros
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Occurrence of intense rainfall
Annales des Télécommunications, 1977In order to estimate variability, durations, and multiple occurrences of rainfalls at rates of over 150 mm/h, a mathematical expression is fitted to excessive shortduration rainfall data for the United States. Geographical distributions of average durations and depths of intense rainfall are found to be surprisingly uniform.
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Rainfall Intensities for Southeastern Arizona
Journal of Irrigation and Drainage Engineering, 1988Small watershed storm runoff in the southwestern United States is dominated by intense, short-duration convective rains of limited areal extent. Most commonly, flood peak estimates are based on rainfall predictions found in the National Oceanic and Atmospheric Administration (NOAA) Atlas 2, a precipitation-frequency atlas for the Western United States.
Herbert B. Osborn, Kenneth G. Renard
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Theoretical and Applied Climatology, 1984
Statistics of the total time, in minutes, that extreme rainfall rates are exceeded were computed from weighing raingage records at stations in several rainfall regimes. The results are presented on maps, frequency diagrams and as analytical expressions. Measures of areal variability were calculated from data at seven stations within an 8 km2 area.
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Statistics of the total time, in minutes, that extreme rainfall rates are exceeded were computed from weighing raingage records at stations in several rainfall regimes. The results are presented on maps, frequency diagrams and as analytical expressions. Measures of areal variability were calculated from data at seven stations within an 8 km2 area.
openaire +1 more source