Articles | Volume 18, issue 1
https://doi.org/10.5194/hess-18-243-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/hess-18-243-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Just two moments! A cautionary note against use of high-order moments in multifractal models in hydrology
F. Lombardo
Dipartimento di Ingegneria, Università degli Studi Roma Tre, Via Vito Volterra, 62 – 00146 Rome, Italy
E. Volpi
Dipartimento di Ingegneria, Università degli Studi Roma Tre, Via Vito Volterra, 62 – 00146 Rome, Italy
D. Koutsoyiannis
Department of Water Resources, Faculty of Civil Engineering, National Technical University of Athens, Heroon Polytechneiou 5, 15780 Zographou, Greece
S. M. Papalexiou
Department of Water Resources, Faculty of Civil Engineering, National Technical University of Athens, Heroon Polytechneiou 5, 15780 Zographou, Greece
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Cited
47 citations as recorded by crossref.
- Simple stochastic simulation of time irreversible and reversible processes D. Koutsoyiannis
- Tsallis Entropy Theory for Modeling in Water Engineering: A Review V. Singh et al.
- Simulation of Stochastic Processes Exhibiting Any‐Range Dependence and Arbitrary Marginal Distributions I. Tsoukalas et al.
- Influence of DEM resolution on drainage network extraction: A multifractal analysis A. Ariza-Villaverde et al.
- Non-asymptotic distributions of water extremes: much ado about what? F. Serinaldi et al.
- A Cautionary Note on the Reproduction of Dependencies through Linear Stochastic Models with Non-Gaussian White Noise I. Tsoukalas et al.
- Stochastic Modeling of Hydroclimatic Processes Using Vine Copulas G. Pouliasis et al.
- Just a Single-Layer CNN for Stochastic Modeling: A Discriminator-Free Approach E. Rozos
- Complex coastal oceanographic fields can be described by universal multifractals J. Skákala & T. Smyth
- Sensitivity of power functions to aggregation: Bias and uncertainty in radar rainfall retrieval M. Sassi et al.
- Time’s arrow in stochastic characterization and simulation of atmospheric and hydrological processes D. Koutsoyiannis
- Statistical analysis of hydrological response in urbanising catchments based on adaptive sampling using inter-amount times M. ten Veldhuis & M. Schleiss
- Untenable nonstationarity: An assessment of the fitness for purpose of trend tests in hydrology F. Serinaldi et al.
- Closure to “Probability Distribution of Waiting Time of the kth Extreme Event under Serial Dependence” by Francesco Serinaldi and Federico Lombardo F. Serinaldi & F. Lombardo
- Generic Framework for Downscaling Statistical Quantities at Fine Time-Scales and Its Perspectives towards Cost-Effective Enrichment of Water Demand Records P. Kossieris et al.
- Generic and parsimonious stochastic modelling for hydrology and beyond D. Koutsoyiannis
- Temporal rainfall disaggregation using a micro-canonical cascade model: possibilities to improve the autocorrelation H. Müller-Thomy
- Replacing Histogram with Smooth Empirical Probability Density Function Estimated by K-Moments D. Koutsoyiannis
- Precise Temporal Disaggregation Preserving Marginals and Correlations (DiPMaC) for Stationary and Nonstationary Processes S. Papalexiou et al.
- Comparison of different fittings of drop spectra for rainfall retrievals E. Adirosi et al.
- Scattering spectra models for physics S. Cheng et al.
- Scientific logic and spatio-temporal dependence in analyzing extreme-precipitation frequency: negligible or neglected? F. Serinaldi
- Effect of urbanization on the long-term persistence of streamflow records T. Jovanovic et al.
- A theoretically consistent stochastic cascade for temporal disaggregation of intermittent rainfall F. Lombardo et al.
- Unravelling the scaling characteristics of daily streamflows of Brahmani river basin, India, using arbitrary-order Hilbert spectral and detrended fluctuation analyses S. Adarsh et al.
- An unbiased estimator of coefficient of variation of streamflow L. Ye et al.
- Trade-Off Between Entropy and Gini Index in Income Distribution D. Koutsoyiannis & G. Sargentis
- Scaling and Distributional Properties of Precipitation Interamount Times M. Schleiss
- When Are Models Useful? Revisiting the Quantification of Reality Checks D. Koutsoyiannis
- A Global-Scale Investigation of Stochastic Similarities in Marginal Distribution and Dependence Structure of Key Hydrological-Cycle Processes P. Dimitriadis et al.
- Statistical scaling, Shannon entropy, and Generalized space-timeq-entropy of rainfall fields in tropical South America G. Poveda & H. Salas
- Knowable moments for high-order stochastic characterization and modelling of hydrological processes D. Koutsoyiannis
- Stochastic synthesis approximating any process dependence and distribution P. Dimitriadis & D. Koutsoyiannis
- Revealing hidden persistence in maximum rainfall records T. Iliopoulou & D. Koutsoyiannis
- Building a puzzle to solve a riddle: A multi-scale disaggregation approach for multivariate stochastic processes with any marginal distribution and correlation structure I. Tsoukalas et al.
- Unified theory for stochastic modelling of hydroclimatic processes: Preserving marginal distributions, correlation structures, and intermittency S. Papalexiou
- Detection of changes in the dynamics of thermonuclear plasmas to improve the prediction of disruptions T. Craciunescu & A. Murari
- Temporal rainfall disaggregation using a multiplicative cascade model for spatial application in urban hydrology H. Müller & U. Haberlandt
- Testing tests before testing data: an untold tale of compound events and binary dependence F. Serinaldi et al.
- Assessing extremes in hydroclimatology: A review on probabilistic methods S. Nerantzaki & S. Papalexiou
- Evaluation of spatio‐temporal rainfall variability and performance of a stochastic rainfall model in Bangladesh A. Chowdhury et al.
- Raindrop size distribution: Fitting performance of common theoretical models E. Adirosi et al.
- Climacogram versus autocovariance and power spectrum in stochastic modelling for Markovian and Hurst–Kolmogorov processes P. Dimitriadis & D. Koutsoyiannis
- Spatial Hurst–Kolmogorov Clustering P. Dimitriadis et al.
- Developing intensity duration frequency curves based on scaling theory using linear probability weighted moments: A case study from India A. Bairwa et al.
- The mode of the climacogram estimator for a Gaussian Hurst-Kolmogorov process P. Dimitriadis & D. Koutsoyiannis
- Stochastic similarities between the microscale of turbulence and hydro-meteorological processes P. Dimitriadis et al.
47 citations as recorded by crossref.
- Simple stochastic simulation of time irreversible and reversible processes D. Koutsoyiannis
- Tsallis Entropy Theory for Modeling in Water Engineering: A Review V. Singh et al.
- Simulation of Stochastic Processes Exhibiting Any‐Range Dependence and Arbitrary Marginal Distributions I. Tsoukalas et al.
- Influence of DEM resolution on drainage network extraction: A multifractal analysis A. Ariza-Villaverde et al.
- Non-asymptotic distributions of water extremes: much ado about what? F. Serinaldi et al.
- A Cautionary Note on the Reproduction of Dependencies through Linear Stochastic Models with Non-Gaussian White Noise I. Tsoukalas et al.
- Stochastic Modeling of Hydroclimatic Processes Using Vine Copulas G. Pouliasis et al.
- Just a Single-Layer CNN for Stochastic Modeling: A Discriminator-Free Approach E. Rozos
- Complex coastal oceanographic fields can be described by universal multifractals J. Skákala & T. Smyth
- Sensitivity of power functions to aggregation: Bias and uncertainty in radar rainfall retrieval M. Sassi et al.
- Time’s arrow in stochastic characterization and simulation of atmospheric and hydrological processes D. Koutsoyiannis
- Statistical analysis of hydrological response in urbanising catchments based on adaptive sampling using inter-amount times M. ten Veldhuis & M. Schleiss
- Untenable nonstationarity: An assessment of the fitness for purpose of trend tests in hydrology F. Serinaldi et al.
- Closure to “Probability Distribution of Waiting Time of the kth Extreme Event under Serial Dependence” by Francesco Serinaldi and Federico Lombardo F. Serinaldi & F. Lombardo
- Generic Framework for Downscaling Statistical Quantities at Fine Time-Scales and Its Perspectives towards Cost-Effective Enrichment of Water Demand Records P. Kossieris et al.
- Generic and parsimonious stochastic modelling for hydrology and beyond D. Koutsoyiannis
- Temporal rainfall disaggregation using a micro-canonical cascade model: possibilities to improve the autocorrelation H. Müller-Thomy
- Replacing Histogram with Smooth Empirical Probability Density Function Estimated by K-Moments D. Koutsoyiannis
- Precise Temporal Disaggregation Preserving Marginals and Correlations (DiPMaC) for Stationary and Nonstationary Processes S. Papalexiou et al.
- Comparison of different fittings of drop spectra for rainfall retrievals E. Adirosi et al.
- Scattering spectra models for physics S. Cheng et al.
- Scientific logic and spatio-temporal dependence in analyzing extreme-precipitation frequency: negligible or neglected? F. Serinaldi
- Effect of urbanization on the long-term persistence of streamflow records T. Jovanovic et al.
- A theoretically consistent stochastic cascade for temporal disaggregation of intermittent rainfall F. Lombardo et al.
- Unravelling the scaling characteristics of daily streamflows of Brahmani river basin, India, using arbitrary-order Hilbert spectral and detrended fluctuation analyses S. Adarsh et al.
- An unbiased estimator of coefficient of variation of streamflow L. Ye et al.
- Trade-Off Between Entropy and Gini Index in Income Distribution D. Koutsoyiannis & G. Sargentis
- Scaling and Distributional Properties of Precipitation Interamount Times M. Schleiss
- When Are Models Useful? Revisiting the Quantification of Reality Checks D. Koutsoyiannis
- A Global-Scale Investigation of Stochastic Similarities in Marginal Distribution and Dependence Structure of Key Hydrological-Cycle Processes P. Dimitriadis et al.
- Statistical scaling, Shannon entropy, and Generalized space-timeq-entropy of rainfall fields in tropical South America G. Poveda & H. Salas
- Knowable moments for high-order stochastic characterization and modelling of hydrological processes D. Koutsoyiannis
- Stochastic synthesis approximating any process dependence and distribution P. Dimitriadis & D. Koutsoyiannis
- Revealing hidden persistence in maximum rainfall records T. Iliopoulou & D. Koutsoyiannis
- Building a puzzle to solve a riddle: A multi-scale disaggregation approach for multivariate stochastic processes with any marginal distribution and correlation structure I. Tsoukalas et al.
- Unified theory for stochastic modelling of hydroclimatic processes: Preserving marginal distributions, correlation structures, and intermittency S. Papalexiou
- Detection of changes in the dynamics of thermonuclear plasmas to improve the prediction of disruptions T. Craciunescu & A. Murari
- Temporal rainfall disaggregation using a multiplicative cascade model for spatial application in urban hydrology H. Müller & U. Haberlandt
- Testing tests before testing data: an untold tale of compound events and binary dependence F. Serinaldi et al.
- Assessing extremes in hydroclimatology: A review on probabilistic methods S. Nerantzaki & S. Papalexiou
- Evaluation of spatio‐temporal rainfall variability and performance of a stochastic rainfall model in Bangladesh A. Chowdhury et al.
- Raindrop size distribution: Fitting performance of common theoretical models E. Adirosi et al.
- Climacogram versus autocovariance and power spectrum in stochastic modelling for Markovian and Hurst–Kolmogorov processes P. Dimitriadis & D. Koutsoyiannis
- Spatial Hurst–Kolmogorov Clustering P. Dimitriadis et al.
- Developing intensity duration frequency curves based on scaling theory using linear probability weighted moments: A case study from India A. Bairwa et al.
- The mode of the climacogram estimator for a Gaussian Hurst-Kolmogorov process P. Dimitriadis & D. Koutsoyiannis
- Stochastic similarities between the microscale of turbulence and hydro-meteorological processes P. Dimitriadis et al.
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