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RODRIGO GARCIA MANZANAS

  • Publicaciones

    66

  • Proyectos

    22

  • Tesis

    2

  • Datasets

    6

After completing my degree in Physics at the University of Salamanca, I joined the Meteorology & Computing Research Group at the University of Cantabria (UC), where I have developed most of my professional career. In 2016 I got my PhD Thesis, which received the Extraordinary Prize for the best PhD Thesis in Sciences of 2016 and the Research Prize of the Social Council “Juan María Parés” for the best PhD Thesis in Experimental and Mathematical Sciences from 2015-2018.

Currently, I am a Tenured Professor at the Department of Applied Mathematics and Computer Sciences of the UC, where my research is mainly focused on the application of different data mining and machine learning techniques for statistical downscaling of climate simulations at different time-scales, from seasonal forecasts to climate change projections. I have participated in more than 20 competitive research projects and acted as Principal Investigator (PI) in five international contracts with transfer of knowledge for the Food and Agriculture Organization (FAO) of the United Nations and one competitive national R+D project funded by the Agencia Estatal de Investigación. All this activity has led to the publication of more than 50 papers in prestigious, high-impact JCR journals.

Furthermore, during the last decade, I have been linked to world-renowned institutions such as FAO and the Intergovernmental Panel of Experts on Climate Change (IPCC). In particular, I have worked as an international consultant for FAO on several occasions, focusing on assessing the impacts of climate change on agriculture and food security in different developing countries, where I have been actively involved in capacity building. Likewise, I have also worked as a Science Officer for the IPCC Working Group I (WGI), based at the Université Paris-Saclay (France), where I have contributed to the Atlas Chapter of the 6th Assessment Report (AR6), provided scientific support and promoted the IPCC outreach.

I have also carried out part of my research activity in a private company, Predictia Intelligent Data Solutions, being the head of the R&D area for over two years.

 rodrigo.manzanas@unican.es

 E.T.S. de Ingenieros Industriales y de Telecomunicación. Avda. de los Castros, 46. 39005 Santander

Profesor Titular de Universidad

Programa Oficial de Doctorado en Ciencias, Tecnología y Computación

 Ciencia De Datos Para El Clima (CD-Clim)

 DEPARTAMENTO DE MATEMÁTICA APLICADA Y CIENCIAS DE LA COMPUTACIÓN

Áreas de especialidad: CIENCIA DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL

Identificadores

66 resultados 
    1 de 3  Siguiente  Última

Assessing three perfect prognosis methods for statistical downscaling of climate change precipitation scenarios

Artículo de Revista

Geophysical Research Letters, 2023, 50(9), e2022GL102525

 Autoría: MIKEL NESTOR LEGASA RIOS, SOULIVANH THAO, MATHIEU VRAC, RODRIGO GARCIA MANZANAS

 16/05/2023

An FAO model comparison: Python Agroecological Zoning (PyAEZ) and AquaCrop to assess climate change impacts on crop yields in Nepal

Artículo de Revista

Environmental Development, 2023, 47, 100882

 Autoría: JORGE ALVAR BELTRÁN, RICCARDO SOLDAN, ELINE VANUYTRECHT, ANA HEUREUX, NIRMAN SHRESTHA, RODRIGO GARCIA MANZANAS, KRISHNA PRASAD PANT, GIANLUCA FRANCESCHINI

 01/09/2023

Future of land surface water availability over the Mediterranean basin and North Africa: analysis and synthesis from the CMIP6 exercise

Artículo de Revista

Atmospheric Science Letters, 2023, 24(11), e1180

 Autoría: KHADIJA ARJDAL, FATIMA DRIOUECH, ETIENNE VIGNON, FRÉDÉRIQUE CHÉRUY, RODRIGO GARCIA MANZANAS, PHILIPPE DROBINSKI, ABDELGHANI CHEHBOUNI, ABDERRAHMANE IDELKADI

 01/11/2023

Integración de Escape Rooms educativos como estrategias innovadoras para el aprendizaje activo y colaborativo en las matemáticas universitarias

Comunicación a Congreso

Libro de Actas: Congreso Universitario, Internacional sobre Comunicación, Innovación, Investigación y Docencia CUICIID 2023. 4, 5 y 6 de octubre

 Autoría: RODRIGO GARCIA MANZANAS, SARA PEREZ CARABAZA, MARIA DOLORES FRIAS DOMINGUEZ

 2023

Changes in mean and extreme temperature and precipitation events from different weighted multi-model ensembles over the northern half of Morocco

Artículo de Revista

Climate Dynamics, 2022, 58(1-2), 389-404

 Autoría: SALOUA BALHANE, FATIMA DRIOUECH, OMAR CHAFKI, RODRIGO GARCIA MANZANAS, ABDELGHANI CHEHBOUNI, WILLFRAN MOUFOUMA-OKIA

 01/01/2022

Climate trends and extremes in the Indus River Basin, Pakistan: implications for agricultural production

Artículo de Revista

Atmosphere, 2022, 13(3), 378

 Autoría: ANA MAGALI CARRERA HEUREUX, JORGE ALVAR-BELTRÁN, RODRIGO GARCIA MANZANAS, MEHWISH ALI, ROBINA WAHAJ, MINA DOWLATCHAHI, MUHAMMAD AFZAAL, DILDAR KAZMI, BURHAN AHMED, NASRIN SALEHNIA, MARIKO FUJISAWA, MARIA RAFFAELLA VUOLO, HIDEKI KANAMARU, JOSE MANUEL GUTIERREZ LLORENTE

 24/02/2022

Assessing the effect of spatial-temporal droughts on dominant crop yield changes in Central Malawi

Artículo de Revista

Environmental Monitoring and Assessment, 2022, 194, 63

 Autoría: SYLVESTER RICHARD CHIKABVUMBWA, NASRIN SALEHNIA, RODRIGO GARCIA MANZANAS, CHERIFA ABDELBAKI, ABDELLATIF ZERGA

 07/01/2022

Extreme precipitation on consecutive days occurs more often in a warming climate

Artículo de Revista

Bulletin of the American Meteorological Society, 2022, 103(4), 1130-1145

 Autoría: HAIBO DU, MARKUS G. DONAT, SHENGWEI ZONG, LISA V. ALEXANDER, RODRIGO GARCIA MANZANAS, ANDRIES KRUGER, GWANGYONG CHOI, JIM SALINGER, HONG S. HE, MAI-HE LI, FUMIAKI FUJIBE, BANZRAGCH NANDINTSETSEG, SHAFIQUR REHMAN, FARHAT ABBAS, MATILDE RUSTICUCCI, ARVIND SRIVASTAVA, PANMAO ZHAI, TANYA LIPPMANN, IBOURAÏMA YABI, MICHAEL C. STAMBAUGH

 01/04/2022

A posteriori random forests for stochastic downscaling of precipitation by predicting probability distributions

Artículo de Revista

Water Resources Research, 2022, 58(4), e2021WR030272

 Autoría: MIKEL NESTOR LEGASA RIOS, RODRIGO GARCIA MANZANAS, AIDA CALVIÑO MARTINEZ, JOSE MANUEL GUTIERREZ LLORENTE

 21/03/2022

Modeling streamflow using multiple precipitation products in a topographically complex catchment

Artículo de Revista

Modeling Earth Systems and Environment, 2022, 8(2), 1875-1885

 Autoría: MUHAMMAD USMAN, CHRISTOPHER E. NDEHEDEHE, BURHAN AHMAD, RODRIGO GARCIA MANZANAS, OLUWAFEMI E. ADEYERI

 01/06/2022

Climate change impacts on irrigated crops in Cambodia

Artículo de Revista

Agricultural and Forest Meteorology, 2022, 324, 109105

 Autoría: JORGE ALVAR-BELTRÁN, RICCARDO SOLDAN, PROYUTH LY, VANG SENG, KHEMA SRUN, RODRIGO GARCIA MANZANAS, GIANLUCA FRANCESCHINI, ANA HEUREUX

 15/09/2022

Modeling implications of climate induced streamflow changes on the fish species of the Soan River, Pakistan

Artículo de Revista

Modeling Earth Systems and Environment, 2022, 8(3), 2965-2975

 Autoría: MUHAMMAD USMAN, CHRISTOPHER E. NDEHEDEHE, BURHAN AHMAD, RODRIGO GARCIA MANZANAS

 01/09/2022

Modelling climate change impacts on wet and dry season rice in Cambodia

Artículo de Revista

Journal of Agronomy and Crop Science, 2022, 208(5), 746-761

 Autoría: JORGE ALVAR BELTRÁN, RICCARDO SOLDAN, PROYUTH LY, VANG SENG, KHEMA SRUN, RODRIGO GARCIA MANZANAS, GIANLUCA FRANCESCHINI, ANA HEUREUX

 01/10/2022

On the reliability of global seasonal forecasts: sensitivity to ensemble size, hindcast length and region definition

Artículo de Revista

Geophysical Research Letters, 2022, 49(17), e2021GL094662

 Autoría: RODRIGO GARCIA MANZANAS, VERÓNICA TORRALBA, LLORENÇ LLEDÓ PONSATI, PIERRE-ANTOINE BRETONNIÈRE

 16/09/2022

Downscaling multi-model climate projection ensembles with deep learning (DeepESD): contribution to CORDEX EUR-44

Artículo de Revista

Geoscientific Model Development, 2022, 15(17), 6747-6758

 Autoría: JORGE LUIS BAÑO MEDINA, RODRIGO GARCIA MANZANAS, EZEQUIEL CIMADEVILLA ALVAREZ, JESUS FERNANDEZ FERNANDEZ, JOSE GONZALEZ ABAD, ANTONIO SANTIAGO COFIÑO GONZALEZ, JOSE MANUEL GUTIERREZ LLORENTE

 06/09/2022

Implementation of FAIR principles in the IPCC: the WGI AR6 Atlas repository

Artículo de Revista

Scientific Data, 2022, 9, 629

 Autoría: MAIALEN ITURBIDE MARTINEZ DE ALBENIZ, JESUS FERNANDEZ FERNANDEZ, JOSE MANUEL GUTIERREZ LLORENTE, ANNA PIRANI, DAVID HUARD, ALAA AL KHOURDAJIE, JORGE LUIS BAÑO MEDINA, JOAQUIN BEDIA JIMENEZ, ANA CASANUEVA VICENTE, EZEQUIEL CIMADEVILLA ALVAREZ, ANTONIO SANTIAGO COFIÑO GONZALEZ, MATTEO DE FELICE, JAVIER DIEZ SIERRA, MARKEL GARCIA DIEZ, JAMES GOLDIE, DIMITRIS A. HERRERA, SIXTO HERRERA GARCIA, RODRIGO GARCIA MANZANAS, JOSIPA MILOVAC, APARNA RADHAKRISHNAN

 15/10/2022

On the benefits of bias correction techniques for streamflow simulation in complex terrain catchments: a case-study for the Chitral River Basin in Pakistan

Artículo de Revista

Hydrology, 2022, 9(11), 188

 Autoría: MUHAMMAD USMAN, RODRIGO GARCIA MANZANAS, CHRISTOPHER E. NDEHEDEHE, BURHAN AHMAD, OLUWAFEMI E. ADEYERI, CORNELIUS DUDZAI

 24/10/2022

El juego como recurso didáctico para las matemáticas en la universidad. Experiencia en varios Grados de Ingeniería

Artículo de Revista

Human Review. International Humanities Review = Revista Internacional de Humanidades, 2022, 11, (Monográfico: ICT and its applications beyond communication = Las TIC y sus aplicaciones más allá de la comunicación)

 Autoría: RODRIGO GARCIA MANZANAS, MARIA DOLORES FRIAS DOMINGUEZ

 12/12/2022

Uso de juegos como estrategia de aprendizaje transversal en las asignaturas de matemáticas en ingeniería

Comunicación a Congreso

Libro de Actas del XII Congreso Internacional sobre Comunicación, Innovación, Investigación y Docencia (CUICIID 2022)

 Autoría: RODRIGO GARCIA MANZANAS, MARIA DOLORES FRIAS DOMINGUEZ

 2022

Assessing the impact of climate change on wheat and sugarcane with the AquaCrop model along the Indus River Basin, Pakistan

Artículo de Revista

Agricultural Water Management, 2021, 253, 106909

 Autoría: JORGE ALVAR BELTRÁN, ANA HEUREUX, RICCARDO SOLDAN, RODRIGO GARCIA MANZANAS, B. KHAN, ANNA DALLA MARTA

 01/07/2021

Impacts of climate change on the hydrometeorological characteristics of the Soan River Basin, Pakistan

Artículo de Revista

Atmosphere, 2021, 12(6), 792

 Autoría: MUHAMMAD USMAN, CHRISTOPHER E. NDEHEDEHE, RODRIGO GARCIA MANZANAS, BURHAN AHMAD, OLUWAFEMI E. ADEYERI

 19/06/2021

Impacts of climate change on the streamflow of a large river basin in the Australian tropics using optimally selected climate model outputs

Artículo de Revista

Journal of Cleaner Production, 2021, 315, 128091

 Autoría: MUHAMMAD USMAN, CHRISTOPHER E. NDEHEDEHE, HUMERA FARAH, RODRIGO GARCIA MANZANAS

 15/09/2021

On the suitability of deep convolutional neural networks for continental-wide downscaling of climate change projections

Artículo de Revista

Climate Dynamics, 2021, 57(11-12), 2941-2951

 Autoría: JORGE LUIS BAÑO MEDINA, RODRIGO GARCIA MANZANAS, JOSE MANUEL GUTIERREZ LLORENTE

 01/12/2021

66 resultados 
    1 de 3  Siguiente  Última

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