Rodrigo Manzanas

Paper publications
Research projects
Scientific meetings
Lectures

Year	Title	Authors	Journal	Status	DOI
2021	Assessing the impact of climate change on wheat and sugarcane with the AquaCrop model along the Indus River Basin, Pakistan	J. Alvar-Beltrán A. Heureux R. Soldan Manzanas, R. B. Khan A. Dalla Marta	Agricultural Water Management	Published	10.1016/j.agwat.2021.106909
2021	Modeling streamflow using multiple precipitation products in a topographically complex catchment	M. Usman C.E. Ndehedehe B. Ahmad Manzanas, R. O.E. Adeyeri	Modeling Earth Systems and Environment	Published	10.1007/s40808-021-01198-1
2021	Impacts of Climate Change on the Hydrometeorological Characteristics of the Soan River Basin, Pakistan	M. Usman C.E. Ndehedehe Manzanas, R. B. Ahmad O.E. Adeyeri	Atmosphere	Published	10.3390/atmos12060792
2021	On the suitability of deep convolutional neural networks for continental-wide downscaling of climate change projections	Baño-Medina, J. Manzanas, R. Gutiérrez, J.M.	Climate Dynamics	Published	10.1007/s00382-021-05847-0
2021	Impacts of climate change on the streamflow of a large river basin in the Australian tropics using optimally selected climate model outputs	M. Usman C.E. Ndehedehe H. Farah Manzanas, R.	Journal of Cleaner Production	Published	10.1016/j.jclepro.2021.128091
2020	Statistical downscaling with the downscaleR package (v3.1.0): Contribution to the VALUE intercomparison experiment	Bedia, J. Baño-Medina, J. Legasa, M.N. Iturbide, M. Manzanas, R. Herrera, S. Casanueva, A. San-Martín, D. Cofiño, A.S. Gutiérrez, J.M.	Geoscientific Model Development Discussions	Published	10.5194/gmd-2019-224
2020	Assessing Multidomain Overlaps and Grand Ensemble Generation in CORDEX Regional Projections	Legasa, M.N. Manzanas, R. Fernández, J. Herrera, S. Iturbide, M. Moufouma‐Okia, W. Zhai, P. Driouech, F. Gutiérrez, J.M.	Geophysical Research Letters	Published	10.1029/2019GL086799
2020	Statistical adjustment, calibration and downscaling of seasonal forecasts: a case-study for Southeast Asia	Manzanas, R. Gutiérrez, J.M. Bhend, J. Hemri, S. Doblas-Reyes, F.J. Penabad, E. Brookshaw, A.	Climate Dynamics	Published	10.1007/s00382-020-05145-1
2020	Assessment of Model Drifts in Seasonal Forecasting: Sensitivity to Ensemble Size and Implications for Bias Correction	Manzanas, R.	Journal of Advances in Modeling Earth Systems	Published	10.1029/2019MS001751
2020	Configuration and intercomparison of deep learning neural models for statistical downscaling	Baño-Medina, J. Manzanas, R. Gutiérrez, J.M.	Geoscientific Model Development	Published	10.5194/gmd-13-2109-2020
2020	How to create an operational multi-model of seasonal forecasts?	S. Hemri J. Bhend M.A. Liniger Manzanas, R. S. Siegert D.B. Stephenson Gutiérrez, J.M. A. Brookshaw F.J. Doblas-Reyes	Climate Dynamics	Published	10.1007/s00382-020-05314-2
2020	Statistical downscaling or bias adjustment? A case study involving implausible climate change projections of precipitation in Malawi	Manzanas, R. Fiwa, L. Vanya, C. Kanamaru, H. Gutiérrez, J.M.	Climatic Change	Published	10.1007/s10584-020-02867-3
2019	The R-based climate4R open framework for reproducible climate data access and post-processing	Iturbide, M. Bedia, J. Herrera, S. Baño-Medina, J. Fernández, J. Frías, M.D. Manzanas, R. San-Martín, D. Cimadevilla-Alvarez, E. Cofiño, A.S. Gutiérrez, J.M.	Environmental Modelling and Software	Published	10.1016/j.envsoft.2018.09.009
2019	The METACLIP semantic provenance framework for climate products	Bedia, J. San-Martín, D. Iturbide, M. Herrera, S. Manzanas, R. Gutiérrez, J.M.	Environmental Modelling and Software	Published	10.1016/j.envsoft.2019.07.005
2019	Bias adjustment and ensemble recalibration methods for seasonal forecasting: a comprehensive intercomparison using the C3S dataset	Manzanas, R. Gutiérrez, J.M. Bhend, J. Hemri, S. Doblas-Reyes, F.J. Torralba, V. Penabad, E. Brookshaw, A.	Climate Dynamics	Published	10.1007/s00382-019-04640-4
2019	Precipitation from persistent extremes is increasing in most regions and globally	Du, H. Alexander, L.V. Donat, M.G. Lippmann, T. Srivastava, A. Salinger, J. Kruger, A. Choi, G. He, H.S. Fujibe, F. Rusticucci, M. Nandintsetseg, B. Manzanas, R. Rehman, S. Abbas, F. Zhai, P. Yabi, I. Stambaugh, M.C. Wang, S. Batbold, A. de Oliveira, P.T, Adrees, M. Hou, W. Zong, S. Santos e Silva, C.M. Lucio, P.S. Wu, Z.	Geophysical Research Letters	Published	10.1029/2019GL081898
2019	The Weather Roulette: a game to communicate the usefulness of probabilistic climate predictions	M. Terrado Ll. Lledó D. Bojovic A.L. St Clair A. Soret F.J. Doblas-Reyes Manzanas, R. San-Martín, D. I. Christel	Bulletin of the American Meteorological Society	Published	10.1175/BAMS-D-18-0214.1
2018	The ECOMS User Data Gateway: Towards seasonal forecast data provision and research reproducibility in the era of Climate Services	Cofiño, A.S. Bedia, J. Iturbide, M. Vega, M. Herrera, S. Fernández, J. Frías, M.D. Manzanas, R. Gutiérrez, J.M.	Climate Services	Published	10.1016/j.cliser.2017.07.001
2018	Dynamical and statistical downscaling of seasonal temperature forecasts in Europe: Added value for user applications	Manzanas, R. Gutiérrez, J.M. Fernández, J. van Meijgaard, E. Calmanti, S. Magariño, M.E. Cofiño, A.S. Herrera, S.	Climate Services	Published	10.1016/j.cliser.2017.06.004
2018	An R package to visualize and communicate uncertainty in seasonal climate prediction	Frías, M.D. Iturbide, M. Manzanas, R. Bedia, J. Fernández, J. Herrera, S. Cofiño, A.S. Gutiérrez, J.M.	Environmental Modelling & Software	Published	10.1016/j.envsoft.2017.09.008
2018	Dynamical and statistical downscaling of a global seasonal hindcast in eastern Africa	G. Nikulin S. Asharaf M.E. Magariño S. Calmanti R.M. Cardoso J. Bhend Fernández, J. Frías, M.D. K. Fröhlich B. Frühb Herrera, S. Manzanas, R. Gutiérrez, J.M. U. Hansson M. Kolax M.A. Liniger P.M.M. Soares C. Spirig	Climate Services	Published	10.1016/j.cliser.2017.11.003
2018	An intercomparison of a large ensemble of statistical downscaling methods over Europe: Results from the VALUE perfect predictor cross-validation experiment	Gutiérrez, J.M. Maraun, D. WIdmann, M. Huth, R. Hertig, E. Benestad, R. Roessler, R. Wibig, T. Wilcke, R. Kotlarski, S. San-Martín, D. Herrera, S. Bedia, J. Casanueva, A. Manzanas, R. Iturbide, M. Vrac, M.	International Journal of Climatology	Published	10.1002/joc.5462
2018	Process-conditioned bias correction for seasonal forecasting: A case-study with ENSO in Peru	Manzanas, R. Gutiérrez, J.M.	Climate Dynamics	Published	10.1007/s00382-018-4226-z
2017	Can bias correction and statistical downscaling methods improve the skill of seasonal precipitation forecasts?	Manzanas, R. Lucero, A. Weisheimer, A. Gutiérrez, J.M.	Climate Dynamics	Published	10.1007/s00382-017-3668-z
2017	Assessing the suitability of statistical downscaling approaches for seasonal forecasting in Senegal	Manzanas, R.	Atmospheric Science Letters	Published	10.1002/asl.767
2017	The Land Management Tool: developing a climate service in Southwest UK	Falloon, P. Soares, M.B Manzanas, R. San-Martín, D. Liggins, F. Taylor, I. Kahana, R. Wilding, J. Jones, C. Comer, R. de Vreede, E. de Cerff, W.S. Buontempo, C. Brookshaw, A. Stanley, S. Middleham, R. et al.	Climate Services	Published	10.1016/j.cliser.2017.08.002
2017	Regional Climate Projections over Spain: Atmosphere. Future Climate Projections	Fernández, J. Casanueva, A. Montávez, J.P. Gaertner, M. A. Casado, M.J. Manzanas, R. Gutiérrez, J.M.	CLIVAR Exchanges	Published
2016	Reassessing Model Uncertainty for Regional Projections of Precipitation with an Ensemble of Statistical Downscaling Methods	San-Martín, D. Manzanas, R. Brands, S. Herrera, S. Gutiérrez, J.M.	Journal of Climate	Published	10.1175/JCLI-D-16-0366.1
2015	Statistical downscaling in the Tropics can be sensitive to reanalysis choice: A case study for precipitation in the Philippines	Manzanas, R. Brands, S. San-Martín, D. Lucero, A. Limbo, C. Gutiérrez, J.M.	Journal of Climate	Published	10.1175/JCLI-D-14-00331.1
2014	Precipitation variability and trends in Ghana: An intercomparison of observational and reanalysis products	Manzanas, R. Amekudzi L.K. Preko K. Herrera, S. Gutiérrez, J.M.	Climatic Change	Published	10.1007/s10584-014-1100-9
2014	Validation of 40 year multimodel seasonal precipitation forecasts: The role of ENSO on the global skill	Manzanas, R. Frías, M.D. Cofiño, A.S. Gutiérrez, J.M.	Journal of Geophysical Research - Atmospheres	Published	10.1002/2013JD020680
2013	Reassessing statistical downscaling techniques for their robust application under climate change conditions	Gutiérrez, J.M. San-Martín, D. Brands, S. Manzanas, R. Herrera, S.	Journal of Climate	Published	10.1175/JCLI-D-11-00687.1
2012	Seasonal predictability of wintertime precipitation in Europe using the Snow Advance Index	Brands, S. Manzanas, R. Gutiérrez, J.M. Cohen, J.	Journal of Climate	Published	10.1175/JCLI-D-12-00083.1

Period	Project
February 2010 - July 2013	QWeCI
October 2008 - June 2012	ESTCENA
January 2010 - December 2015	FAO-MOSAICC
November 2012 - January 2017	EUPORIAS
November 2012 - January 2017	SPECS
May 2014 - April 2017	INTACT
July 2016 - September 2018	QA4Seas
November 2017 - October 2021	AfriCultuReS

Year	Title	Authors	Conference	Type
2020	Testing the Suitability of Tree-based Models for Climate Statistical Downscaling	Legasa, M.N. Manzanas, R. Gutiérrez, J.M.	10th International Conference on Climate Informatics	Poster
2019	Evaluation and quality control for seasonal forecasts of the Copernicus Climate Change Service	Stephan Hemri Jonas Bhend Manzanas, R. Gutiérrez, J.M. Nicolau Manubens Alasdair Hunter Marta Bruno Soares Bedia, J. San-Martín, D. Stefan Siegert David Stephenson Eduardo Penabad Anca Brookshaw Mark Liniger F.J. Doblas-Reyes	EGU General Assembly 2019	Oral
2019	Reproducible Statistical Downscaling with the climate4R R-Based Framework: The downscaleR package	Bedia, J. Iturbide, M. Baño-Medina, J. Manzanas, R. Herrera, S. San-Martín, D. Legasa, M. Cofiño, A.S. Gutiérrez, J.M.	ICRC-CORDEX 2019: International Conference on Regional Climate	Oral
2019	Statistical downscaling with deep learning: A contribution to CORDEX-CORE	Baño-Medina, J. Manzanas, R. Gutiérrez, J.M.	ICRC-CORDEX 2019: International Conference on Regional Climate	Oral
2019	Multi-domain intercomparison and potential conflicts from CORDEX simulations: An example for the Mediterranean region	Manzanas, R. Herrera, S. Legasa, M. Iturbide, M. Fernández, J. Moufouma-Okia, W. Zhai, P. Gutiérrez, J.M.	ICRC-CORDEX 2019: International Conference on Regional Climate	Oral
2019	On the suitability of convolutional neural networks for climate downscaling	Baño-Medina, J. Manzanas, R. Gutiérrez, J.M.	The 1st Artificial Intelligence for Copernicus Workshop	Oral
2018	Process-conditioned bias correction for seasonal forecasting: A case-study with ENSO in Peru	Manzanas, R. Gutiérrez, J.M.	2nd Workshop on Bias Correction in Climate Studies	Oral
2018	DownscaleR: An R-based package for statistical downscaling and bias correction within the climate4R framework	Iturbide, M. Bedia, J. Herrera, S. Baño, J. Manzanas, R. Gutiérrez, J.M.	2nd Workshop on Bias Correction in Climate Studies	Poster
2018	Climate Research Reproducibility With The Climate 4R R-Based Framework	Gutiérrez, J.M. Bedia, J. Iturbide, M. Herrera, S. Manzanas, R. Baño-Medina, J. Frías, M.D. San-Martín, D. Fernández, J. Cofiño, A.S.	8th International Workshop on Climate Informatics	Poster
2016	ECOMS-UDG. A User-friendly Data access Gateway to seasonal forecast datasets allowing R-based remote data access, visualization-validation, bias correction and downscaling	Cofiño, A.S. Gutiérrez, J.M. Fernández, J. Bedia, J. Vega, M. Herrera, S. Frías, M.D. Iturbide, M. Magariño, M.E. Manzanas, R.	EGU General Assembly 2016	Poster
2016	Statistically downscaled projected climate in the Philippines (2020-2079)	Basconcillo, J. Lucero, A. Solís, A. Kanamaru, H. Manzanas, R. Hilario, F. Juanillo, E. Ruiz, J. Duran, G. A. Koizumi, T. Bautista, E. Sandoval, R. Jr.	International Symposium on Tropical Meteorology and Marine Science and Technology	Oral
2016	Can bias correction methods improve the accuracy and reliability of seasonal forecasts?	Gutiérrez, J.M. Manzanas, R.	Berlin-Workshop on Bias Correction in Climate Studies	Oral
2016	Advantages and limitations of different statistical downscaling approaches for seasonal forecasting	Manzanas, R. Gutiérrez, J.M. Weisheimer, A.	International Conference on Climate Science and Climate Services	Invited talk
2016	Downscaling tools for adapting climate predictions to the user's needs: Challenges for their integration into climate services	Bedia, J. Cofiño, A.S. Gutiérrez, J.M. Fernández, J. Herrera, S. Manzanas, R. Vega, M. Iturbide, M. Magariño, M.	International Conference on Climate Science and Climate Services	Invited talk
2014	The ECOMS User Data Gateway: homogeneous seasonal to decadal forecast data access for end users	Magariño, M. Cofiño, A.S. Bedia, J. Fernández, J. Gutiérrez, J.M. Vega, M. Manzanas, R. Herrera, S.	EGU General Assembly 2014	Poster
2014	Assessing the drift of seasonal forecasts	Manzanas, R. Fernández, J. Magariño, M.E. Gutiérrez, J.M. Doblas-Reyes, F.J. Nikulin, G. Buontempo, C.	EGU General Assembly 2014	Poster
2014	SPECS-PREFACE workshop on initial shock, drift and systematic error	Doblas-Reyes, F. J. Sánchez-Gómez, E. Fučkar, N. Prodhomme, C. Volpi, D. Weber, R. Pohlmann, H. Losada, T. Mohino, E. Rodríguez-Fonseca, B. Demissie, T. Toniazzo, T. Manzanas, R. Shonk, J.	Climate Prediction Task Force Virtual Workshop Bias Corrections in Subseasonal to Interannual Predictions	Oral
2014	Sensitivity of Statistical Downscaling Techniques to Reanalysis Choice and Implications for Regional Climate Change Scenarios	Manzanas, R. Brands, S. San-Martín, D. Lucero A. Limbo C. Gutiérrez, J.M.	2014 AGU Fall Meeting	Oral
2014	The ECOMS User Data Gateway	Cofiño, A.S. Magariño, M.E. Bedia, J. Fernández, J. Gutiérrez, J.M. Vega, M. Manzanas, R. Herrera, S.	ClipC Workshop on design of scientific portals	Oral
2012	A critical reassessment of statistical downscaling techniques under climate change conditions in Spain: Accuracy, distributional similarity and robustness	Manzanas, R. Gutiérrez, J.M. San-Martín, D. Brands, S. Herrera, S.	8º Congreso Internacional AEC	Poster
2012	A new source of seasonal predictability for the winter climate in Spain	Brands, S. Manzanas, R. Herrera, S. Gutiérrez, J.M.	8º Congreso Internacional AEC	Oral
2012	Assessing the robustness of statistical downscaling techniques for their application under climate change conditions	Manzanas, R. Gutiérrez, J.M. San-Martín, D. Brands, S. Herrera, S.	12th Annual Meeting of the European Meteorological Society (EMS) and the 9th European Conference on Applied Climatology (ECAC)	Oral
2011	The ENSEMBLES downscaling portal. Beyond the ENSEMBLES project	Cofiño, A.S. San-Martín, D. Gutiérrez, J.M. Fernández, J. Herrera, S. Manzanas, R.	GO-ESSP 2011 Workshop	Oral
2011	Beyond ENSEMBLES: DA & SD Portals	Manzanas, R. Cofiño, A.S. San-Martín, D. Gutiérrez, J.M. Fernández, J. Herrera, S.	Joint AAP/WMO/ACMAD Workshop for Western, Central and North African countries on the generation of climate products to support long-term adaptation planning	Invited talk
2011	Biometeorología en el Grupo de Meteorología de Santander	Manzanas, R.	Primer Workshop en Biometeorología Ciudad de Santander	Invited talk
2010	ENSO-Driven Skill of ENSEMBLES STREAM 2 Multimodel Seasonal Precipitation Hindcasts over the Globe	Manzanas, R. Gutiérrez, J.M. Cofiño, A.S. Frías, M.D.	European Geosciences Union General Assembly 2010	Oral
2010	Predictability of monthly european precipitation and temperature based on ENSO-NAO interactions	Manzanas, R. Gutiérrez, J.M. Frías, M.D. Cofiño, A.S.	ESF-MedCLIVAR Workshop on “Hydrological, socioeconomic and ecological impacts of the North Atlantic Oscillation in the Mediterranean region”	Oral
2010	ENSO-Driven Predictability of Tropical Dry Autumns Using the Seasonal ENSEMBLES Multimodel	Manzanas, R. Gutiérrez, J.M. Cofiño, A.S. Frías, M.D.	10th EMS Annual Meeting - 8th European Conference on Applied Climatology (ECAC)	Oral

Title	Since	Until
Cálculo II (Grado en Ingeniería de Tecnologías de Telecomunicación)	2019	2019
Data Mining (Master in Data Science)	2017	2019

Sat (today)	Sun (tomorrow)	Mon (D+2)	Tue (D+3)

Santander Meteorology Group
A multidisciplinary approach for weather & climate

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Santander Meteorology GroupA multidisciplinary approach for weather & climate

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Rodrigo Manzanas

Santander Meteorology Group
A multidisciplinary approach for weather & climate