Evaluation of the climate change impact on the extreme rainfall amounts using modified method of fragments for sub‐daily rainfall disaggregation
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Climatology"
DOI: 10.1002/joc.7280
Abstract: Climate change has a dramatic effect on the hydrologic variables including extreme rainfall amounts. To evaluate the climate change effects, general circulation models (GCMs) have been developed. However, due to the daily temporal scale of… read more here.
Keywords: sub daily; daily rainfall; disaggregation; climate change ... See more keywords
Modeling of Daily Rainfall Extremes, Using a Semi-Parametric Pareto Tail Approach
Sign Up to like & getrecommendations! Published in 2018 at "Water Resources Management"
DOI: 10.1007/s11269-018-2112-4
Abstract: Various approaches have been widely proposed for simulation of the occurrence and the amount of daily rainfall. In this study, a piecewise distribution approach has been developed to improve extreme event amount simulation. The gamma-generalized… read more here.
Keywords: pareto; daily rainfall; order markov; markov chain ... See more keywords
Construction of IDF curves based on NRCS synthetic rainfall hyetographs and daily rainfall records in arid regions
Sign Up to like & getrecommendations! Published in 2021 at "Arabian Journal of Geosciences"
DOI: 10.1007/s12517-021-06922-w
Abstract: Construction of intensity-duration-frequency (IDF) curves is crucially important for the design and management of hydro-systems and hydraulic structures. The existence of long-term records of short-duration rainfall is essential for the development of IDF curves. In… read more here.
Keywords: idf curves; daily rainfall; duration; rainfall ... See more keywords
The Effectiveness of a Probabilistic Principal Component Analysis Model and Expectation Maximisation Algorithm in Treating Missing Daily Rainfall Data
Sign Up to like & getrecommendations! Published in 2019 at "Asia-Pacific Journal of Atmospheric Sciences"
DOI: 10.1007/s13143-019-00135-8
Abstract: The reliability and accuracy of a risk assessment of extreme hydro-meteorological events are highly dependent on the quality of the historical rainfall time series data. However, missing data in a time series such as this… read more here.
Keywords: imputation; time series; analysis; probabilistic principal ... See more keywords
Development of advanced artificial intelligence models for daily rainfall prediction
Sign Up to like & getrecommendations! Published in 2020 at "Atmospheric Research"
DOI: 10.1016/j.atmosres.2020.104845
Abstract: Abstract In this study, the main objective is to develop and compare several advanced Artificial Intelligent (AI) models namely Adaptive Network based Fuzzy Inference System optimized with Particle Swarm Optimization (PSOANFIS), Artificial Neural Networks (ANN)… read more here.
Keywords: intelligence models; development advanced; daily rainfall; advanced artificial ... See more keywords
Probability distributions of daily rainfall extremes in Lazio and Sicily, Italy, and design rainfall inferences
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Hydrology: Regional Studies"
DOI: 10.1016/j.ejrh.2020.100771
Abstract: Abstract Study region We investigate samples from two Italian regions, i.e. Lazio and Sicily, located in central and south Italy, respectively, and characterized by two diverse climates. Study focus In engineering practice, the study of… read more here.
Keywords: lazio sicily; daily rainfall; probability distribution; distribution ... See more keywords
Daily Rainfall Estimate by Emissivity Temporal Variation from 10 Satellites
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Hydrometeorology"
DOI: 10.1175/jhm-d-20-0195.1
Abstract: Rainfall retrieval algorithms for passive microwave radiometers often exploit the brightness temperature depression due to ice scattering at high-frequency channels (≥85 GHz) over land. This study presents an alternate method to estimate the daily rainfall… read more here.
Keywords: microwave; emissivity temporal; temporal variation; daily rainfall ... See more keywords
Extreme Daily Rainfall in Pakistan and North India: Scale Interactions, Mechanisms, and Precursors
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DOI: 10.1175/mwr-d-17-0258.1
Abstract: AbstractWhile much of India is used to heavy precipitation and frequent low pressure systems during the summer monsoon, toward the northwest and into Pakistan, such events are uncommon. Here, as much as a third of… read more here.
Keywords: precipitation; pakistan north; daily rainfall; rainfall pakistan ... See more keywords
Trend Of daily rainfall and temperature in Peninsular Malaysia based on gridded data set
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Geomate"
DOI: 10.21660/2018.44.3707
Abstract: A gridded data set with the size of 0.05 degree resolution (approximately 5.5km) which representing ground observations of daily rainfall and temperature of Peninsular Malaysia has been created over 1975-2006. The integration and processing of… read more here.
Keywords: rainfall temperature; temperature; daily rainfall; gridded data ... See more keywords
Machine Learning Models Coupled with Variational Mode Decomposition: A New Approach for Modeling Daily Rainfall-Runoff
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DOI: 10.3390/atmos9070251
Abstract: Accurate modeling for nonlinear and nonstationary rainfall-runoff processes is essential for performing hydrologic practices effectively. This paper proposes two hybrid machine learning models (MLMs) coupled with variational mode decomposition (VMD) to enhance the accuracy for… read more here.
Keywords: machine; daily rainfall; lssvr; vmd ... See more keywords
Development and evaluation of a stochastic daily rainfall model with long-term variability
Sign Up to like & getrecommendations! Published in 2017 at "Hydrology and Earth System Sciences"
DOI: 10.5194/hess-21-6541-2017
Abstract: Abstract. The primary objective of this study is to develop a stochastic rainfall generation model that can match not only the short resolution (daily) variability but also the longer resolution (monthly to multiyear) variability of… read more here.
Keywords: stochastic daily; evaluation stochastic; daily rainfall; variability ... See more keywords