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CESAR ALVAREZ DIAZ

Publications
46
Projects
136
Thesis
9

cesar.alvarez@unican.es

Edificio IH Cantabria. C/ Isabel Torres, 15 (PCTCAN). 39011 Santander

Catedrático de Universidad

Doctor Ingeniero de Caminos, Canales y Puertos

Ingeniería Hidráulica Y De Costas

INSTITUTO DE HIDRAULICA AMBIENTAL

Specialty areas: INGENIERIA HIDRAULICA

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46 results

1 of 2

Ensemble learning of catchment-wise optimized LSTMs enhances regional rainfall-runoff modelling - case study: Basque Country, Spain

Article

Journal of Hydrology, 2025, 646, 132269

Authorship: FARZAD HOSSEINI HOSSEIN ABADI, CRISTINA PRIETO SIERRA, CESAR ALVAREZ DIAZ

01/01/2025

An explainable AI approach for interpreting regionally optimized deep neural networks in hydrological prediction

Article

Journal of Hydrology, 2025, 661, 133689

Authorship: FARZAD HOSSEINI HOSSEIN ABADI, CRISTINA PRIETO SIERRA, CESAR ALVAREZ DIAZ

2025

Hyperparameter optimization of regional hydrological LSTMs by random search: a case study from Basque Country, Spain

Article

Journal of Hydrology, 2024, 643, 132003

Authorship: FARZAD HOSSEINI HOSSEIN ABADI, CRISTINA PRIETO SIERRA, CESAR ALVAREZ DIAZ

01/11/2024

Alpine-Peaks shape of optimized configurations post random search in regional hydrological LSTMs

Conference object

The 10th edition of the International conference on optimization and applications (ICOA 2024): proceedings

Authorship: FARZAD HOSSEINI HOSSEIN ABADI, CRISTINA PRIETO SIERRA, CESAR ALVAREZ DIAZ

2024

Identification of dominant hydrological mechanisms using Bayesian inference, multiple statistical hypothesis testing and flexible models

Article

Water Resources Research, 2021, 57(8), e2020WR028338

Authorship: CRISTINA PRIETO SIERRA, DMITRI KAVETSKI, NATALIYA LE VINE, CESAR ALVAREZ DIAZ, RAUL MEDINA SANTAMARIA

2021

Determinación automática de cauces fluviales por medio de la teledetección

Conference object

VI Jornadas de Ingeniería del Agua. Resúmenes

Authorship: OSCAR RUIZ LOZANO, JAVIER MARIA SANCHEZ ESPESO, CESAR ALVAREZ DIAZ

2019

Methodological approaches for delimitating mixing zones in rivers: establishing admissibility criteria and flow regime representation

Article

Environmental Fluid Mechanics, 2018, 18(5), 1227-1256

Authorship: ALONSO JOSE RODRIGUEZ BENITEZ, CESAR ALVAREZ DIAZ, ANDRES GARCIA GOMEZ, JAVIER GARCIA ALBA

01/10/2018

A comparison of modeling techniques to predict hydrological indices in ungauged rivers

Article

Limnetica, 37 (1): 145-158(2018)

Authorship: FRANCISCO J. PEÑAS, JOSE BARQUIN ORTIZ, CESAR ALVAREZ DIAZ

2018

Effects of sewage effluents and seasonal changes on the metabolism of three Atlantic rivers

Article

Science of the Total Environment Volumes 599?600, 1 December 2017, Pages 1108-1118

Authorship: TAMARA RODRIGUEZ CASTILLO, JOSE BARQUIN ORTIZ, MARIO ALVAREZ CABRIA, FRANCISCO JESUS PEÑAS SILVA, CESAR ALVAREZ DIAZ

01/12/2017

Quantifying and mapping the vulnerability of estuaries to point-source pollution using a multi-metric assessment: the Estuarine Vulnerability Index (EVI)

Article

Ecological Indicators, 2017, 76, 159-169

Authorship: JAVIER FRANCISCO BARCENA GOMEZ, AINA GARCIA GOMEZ, ANDRES GARCIA GOMEZ, CESAR ALVAREZ DIAZ, JOSE ANTONIO JUANES DE LA PEÑA

01/05/2017

Identificación de los mecanismos dominantes en cuencas sin aforos empleando una aproximación bayesiana

Conference object

V Jornadas de Ingeniería del Agua entornos fluviales y aguas de transición: impactos de los medios urbanos. Libro de resúmenes

Authorship: CRISTINA PRIETO SIERRA, N. LE VINE, C. VITOLO, EDUARDO GARCIA ALONSO, RAUL MEDINA SANTAMARIA, CESAR ALVAREZ DIAZ

2017

Análisis de la validez de la cartografía satelital para su uso en la estimación de zonas inundables

Conference object

V Jornadas de Ingeniería del Agua entornos fluviales y aguas de transición: impactos de los medios urbanos. Libro de resúmenes

Authorship: O. RUIZ, JAVIER MARIA SANCHEZ ESPESO, CESAR ALVAREZ DIAZ

2017

Analysis of stratification patterns in river-influenced mesotidal and macrotidal estuaries using 3D hydrodynamic modelling and K-means clustering

Article

Estuarine, Coastal and Shelf Science, 2016, 181, 1-13

Authorship: JAVIER FRANCISCO BARCENA GOMEZ, JAVIER GARCIA ALBA, ANDRES GARCIA GOMEZ, CESAR ALVAREZ DIAZ

2016

Definition of mixing zones in rivers

Article

Environmental Fluid Mechanics, 2016, 16, 209?244

Authorship: ALONSO JOSE RODRIGUEZ BENITEZ, ANDRES GARCIA GOMEZ, CESAR ALVAREZ DIAZ

01/02/2016

Assessing hydrologic alteration: evaluation of different alternatives according to data availability

Article

Ecological Indicators, 2016, 60, 470-482

Authorship: FRANCISCO JESUS PEÑAS SILVA, JOSE BARQUIN ORTIZ, CESAR ALVAREZ DIAZ

01/01/2016

Sources of variation in hydrological classifications: time scale, flow series origin and classification procedure

Article

Journal of Hydrology Volume 538, July 2016, Pages 487-499

Authorship: FRANCISCO JESUS PEÑAS SILVA, JOSE BARQUIN ORTIZ, CESAR ALVAREZ DIAZ

01/07/2016

Design criteria for flood-defense structures based on probabilistic cost-benefit optimization with value at risk (VaR) methods. Application to the Choluteca River in Tegucigalpa (Honduras)

Conference object

3rd European Conference on Flood Risk Management (FLOODrisk 2016)

Authorship: EDUARDO GARCIA ALONSO, JORGE ROJO GOMEZ, CESAR ALVAREZ DIAZ, PEDRO DIAZ SIMAL, ROBERTO MINGUEZ SOLANA

2016

Modeling of coastal water contamination in Fortaleza (Northeastern Brazil)

Article

Water Science and Technology, 2015, 72(6), 928-936

Authorship: S.P. PEREIRA, P.C.C. ROSMAN, CESAR ALVAREZ DIAZ, C.A.F. SCHETINI, R.O. SOUZA, R.H.S.F. VIEIRA

2015

Selecting model scenarios of real hydrodynamic forcings on mesotidal and macrotidal estuaries influenced by river discharges using K-means clustering

Article

Environmental Modelling and Software, 2015, 68, 70-82

Authorship: JAVIER FRANCISCO BARCENA GOMEZ, PAULA CAMUS BRAÑA, ANDRES GARCIA GOMEZ, CESAR ALVAREZ DIAZ

2015

Optimización de las redes de seguimiento del estado de conservación en rios de alta montaña

Book part

Proyectos de investigación en parques nacionales : 2010-2013

Authorship: JOSE BARQUIN ORTIZ, FRANCISCO JESUS PEÑAS SILVA, MARIO ALVAREZ CABRIA, TAMARA RODRIGUEZ CASTILLO, ALEXIA MARIA GONZALEZ FERRERAS, EDURNE ESTEVEZ CAÑO, MARIA CONSOLACION LEZCANO BASURTO, FELIPE FERNANDEZ PEREZ, JORGE ROJO GOMEZ, ANDRES GARCIA GOMEZ, CESAR ALVAREZ DIAZ

2015

Integration of hydrological and habitat simulation methods to define minimum environmental flows at the basin scale

Article

Water and Environment Journal, 2014, 28(2), 252?260

Authorship: FRANCISCO JESUS PEÑAS SILVA, JOSE ANTONIO JUANES DE LA PEÑA, MARIO ALVAREZ CABRIA, CESAR ALVAREZ DIAZ, ANDRES GARCIA GOMEZ, MARIA ARACELI PUENTE TRUEBA, JOSE BARQUIN ORTIZ

01/06/2014

Hydrodynamic modelling of a regulated Mediterranean coastal lagoon, the Albufera of Valencia (Spain)

Article

Journal of Hydroinformatics, 2014, 16(5), 1062-1076

Authorship: JAVIER GARCIA ALBA, AINA GARCIA GOMEZ, PILAR DEL BARRIO FERNANDEZ, ANDRES GARCIA GOMEZ, CESAR ALVAREZ DIAZ

2014

Modeling heavy metal concentration distributions in estuarine waters: an application to Suances Estuary (Northern Spain)

Article

Environmental Earth Sciences, 2014, 72(8), 2931-2945

Authorship: MARIA LUISA SAMANO CELORIO, ANDRES GARCIA GOMEZ, JOSE ANTONIO REVILLA CORTEZON, CESAR ALVAREZ DIAZ

2014

The influence of methodological procedures on hydrological classification performance

Article

Hydrol. Earth Syst. Sci., 18, 3393–3409, 2014

Authorship: FRANCISCO JESUS PEÑAS SILVA, JOSE BARQUIN ORTIZ, T. H. SNELDER, D. J. BOOKER, CESAR ALVAREZ DIAZ

2014

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CESAR ALVAREZ DIAZ

Identifiers

Ensemble learning of catchment-wise optimized LSTMs enhances regional rainfall-runoff modelling - case study: Basque Country, Spain

An explainable AI approach for interpreting regionally optimized deep neural networks in hydrological prediction

Hyperparameter optimization of regional hydrological LSTMs by random search: a case study from Basque Country, Spain

Alpine-Peaks shape of optimized configurations post random search in regional hydrological LSTMs

Identification of dominant hydrological mechanisms using Bayesian inference, multiple statistical hypothesis testing and flexible models

Determinación automática de cauces fluviales por medio de la teledetección

Methodological approaches for delimitating mixing zones in rivers: establishing admissibility criteria and flow regime representation

A comparison of modeling techniques to predict hydrological indices in ungauged rivers

Effects of sewage effluents and seasonal changes on the metabolism of three Atlantic rivers

Quantifying and mapping the vulnerability of estuaries to point-source pollution using a multi-metric assessment: the Estuarine Vulnerability Index (EVI)

Identificación de los mecanismos dominantes en cuencas sin aforos empleando una aproximación bayesiana

Análisis de la validez de la cartografía satelital para su uso en la estimación de zonas inundables

Analysis of stratification patterns in river-influenced mesotidal and macrotidal estuaries using 3D hydrodynamic modelling and K-means clustering

Definition of mixing zones in rivers

Assessing hydrologic alteration: evaluation of different alternatives according to data availability

Sources of variation in hydrological classifications: time scale, flow series origin and classification procedure

Design criteria for flood-defense structures based on probabilistic cost-benefit optimization with value at risk (VaR) methods. Application to the Choluteca River in Tegucigalpa (Honduras)

Modeling of coastal water contamination in Fortaleza (Northeastern Brazil)

Selecting model scenarios of real hydrodynamic forcings on mesotidal and macrotidal estuaries influenced by river discharges using K-means clustering

Optimización de las redes de seguimiento del estado de conservación en rios de alta montaña

Integration of hydrological and habitat simulation methods to define minimum environmental flows at the basin scale

Hydrodynamic modelling of a regulated Mediterranean coastal lagoon, the Albufera of Valencia (Spain)

Modeling heavy metal concentration distributions in estuarine waters: an application to Suances Estuary (Northern Spain)

The influence of methodological procedures on hydrological classification performance