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Climate change influences of temporal and spatial drought variation in the andean high mountain basin
ArticleAbstract: Climate change threatens the hydrological equilibrium with severe consequences for living beings. InPalabras claves:Andean basin, Climate Change, droughts, GEV distribution, SPEI indexAutores:Avilés-Añazco A., Daniel E. Mendoza, Daniel Mendoza Siguenza, Darío Zhiña, Juan Contreras, Lenin Vladimir Campozano Parra, Lisseth Montalván, Martín MontenegroFuentes:googlescopusAudio fingerprint parameterization for multimedia advertising identification
Conference ObjectAbstract: This article follows step by step a general framework for fingerprint extraction in order to developPalabras claves:advertising monitoring, audio fingerprint, automatic content recognition, Signal processingAutores:Daniel E. Mendoza, Daniel Mendoza Siguenza, Francisco Vega, José Medina, Mauricio Espinoza-Mejía, Víctor SaquicelaFuentes:googlescopusA causal flow approach for the evaluation of global climate models
ArticleAbstract: Global climate models (GCMs) are generally used to forecast weather, understand the present climate,Palabras claves:causal comparison, causal links, causal strength, climate model evaluation, climate networks, directed networks, Granger causality, transfer flowsAutores:Angel Vázquez-Patiño, Daniel E. Mendoza, Daniel Mendoza Siguenza, Lenin Vladimir Campozano Parra, Patricio Xavier Lazo JaraFuentes:googlescopusA robust video identification framework using perceptual image hashing
Conference ObjectAbstract: This paper proposes a general framework that allows to identify a video in real time using perceptuaPalabras claves:perceptual image hashing, video identificationAutores:Daniel E. Mendoza, Daniel Mendoza Siguenza, Francisco Vega, José Medina, Mauricio Espinoza-Mejía, Víctor SaquicelaFuentes:googlescopusExtreme Rainfall Variations Under Climate Change Scenarios. Case of Study in an Andean Tropical River Basin
ArticleAbstract: Maximum rainfall events have triggered hazards that harm ecosystems and populations. Climate changePalabras claves:Andean tropical river basin, Climate Change, CMIP5, GEV, Maximum daily rainfallAutores:Alex Avilés, Daniel E. Mendoza, Diego Mora, Fausto Fernando García Avila, Martín MontenegroFuentes:scopusFinding teleconnections from decomposed rainfall signals using dynamic harmonic regressions: a Tropical Andean case study
ArticleAbstract: Global climate is a multi-scale system whose subsystems interact complexly. Notably, the Tropical-AnPalabras claves:ENSO 3, Inter-annual-scales, Intra-annual-scales, North-Atlantic-Oscillation, Stochastic-multiple-linear-regressions, Trans-Niño-Index, Tropical-South-AtlanticAutores:Daniel E. Mendoza, Daniel Mendoza Siguenza, DIEGO ESTEBAN MORA SERRANO, Diego Mora, Lenin Vladimir Campozano Parra, Mauricio Espinoza-Mejía, Patricio Xavier Lazo JaraFuentes:googlescopusForecasting of a complex phenomenon using stochastic data-based techniques under non-conventional schemes: The SARS-CoV-2 virus spread case
ArticleAbstract: Epidemics are complex dynamical processes that are difficult to model. As revealed by the SARS-CoV-2Palabras claves:Autoregressive-with-exogenous-variables, Differential-equations, Non-stationary, Outbreaks recessions, Vector-autoregressiveAutores:Ana Ochoa-Sánchez, Daniel E. Mendoza, Patricio Xavier Lazo JaraFuentes:googlescopusLocal rainfall modelling based on global climate information: A data-based approach
ArticleAbstract: Modelling climate is complex due to multi-scale interactions and strong nonlinearities. However, cliPalabras claves:Dynamic-harmonic-regressions, Monthly-rainfall, Quasi-periodicities, State-dependent-parameters, trendsAutores:Avilés-Añazco A., Daniel E. Mendoza, Diego Mora, Esteban Sánchez, Mauricio Espinoza-Mejía, Patricio Xavier Lazo JaraFuentes:scopusUsing a statistical efficiency methodology for pbkp_redictors’ selection in the bedload transport problem: A high gradient experimental channel case
ArticleAbstract: Bedload transport rates for high-gradient gravel bed rivers has been studied through a physical modePalabras claves:Akaike-information-criterion, Bedload transport, Best pbkp_redictors, High gradient, laboratory experimentsAutores:Daniel E. Mendoza, Esteban Sánchez, Juan Fernando Cisneros Ramos, Luis Timbe, Pedro Matovelle, Petrie J.E., Sebastian Torres, Verónica M. Carrillo-SerranoFuentes:scopusWavelet analyses of neural networks based river discharge decomposition
ArticleAbstract: The problem of discharge forecasting using precipitation as input is still very active in Hydrology,Palabras claves:ANN, cross wavelet transform, discharge decomposition, fast flow, middle flow, Mountain Hydrology, slow flowAutores:Daniel E. Mendoza, Daniel Mendoza Siguenza, Giovanny Mosquera, Kenneth Samuel Palacio Baus, Lenin Vladimir Campozano Parra, Patricio Javier Crespo-Sánchez, Rolando Enrique Célleri AlvearFuentes:googlescopus