Personal information

remote sensing, land surface phenology, machine learning, modelling

Activities

Employment (4)

Universidad de Sevilla: Sevilla, Andalucía, ES

2020-02-07 to present | Associate Professor (Physical Geography )
Employment
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Universidad de Sevilla: Sevilla, ES

2017-06-01 to present | Assistant Professor (Physical Geography and Geographical Regional Analysis)
Employment
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Universidad de Sevilla: Sevilla, Andalucía, ES

2015-01-05 to present | Juan de la Cierva Research Fellow (Physical Geography)
Employment
Source: Self-asserted source
Victor F. Rodriguez-Galiano

University of Southampton: Southampton, Southampton, GB

2013-01-05 to 2015-04-31 | Marie Curie Research Fellow (Geography and Envieonment)
Employment
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Education and qualifications (3)

Universidad de Granada: Granada, Andalucía, ES

2007-06-01 to 2011-09-14 | PhD in Remote Sensing (Geodynamics)
Education
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Universidad de Jaén: Jaen, Andalucía, ES

2006-10-01 to 2008-07-01 | MSc in cartographic engineering
Education
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Universidad de Granada: Granada, Andalucía, ES

2000-10-01 to 2006-09-06 | BSc in environmental sciences
Education
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Funding (8)

Teledetección y clima: análisis de series temporales para la evaluación de la vulnerabilidad forestal al cambio climático y la estimación de cosechas en Andalucía (TELCLIM)

2020-01 to 2021-12 | Grant
Junta de Andalucía (Sevilla, Andalucía, ES)
GRANT_NUMBER:

US-1262552

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Estudio de Cambios en la Fenología de la Vegetación de la Península Ibérica: la Fenología Observada desde Satélite como Indicadora de Cambios en el Clima

2019-01 to 2021-12 | Grant
Ministerio de Ciencia, Innovación y Universidades (Madrid, ES)
GRANT_NUMBER:

RTI2018-096561-A-I00

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Espacialización y Difusión Web a Escalas de Detalle de Indicadores de Vulnerabilidad de las Playas de Andalucía como Recurso Turístico. Ante los procesos erosivos

2015-01 to 2017-12 | Grant
Ministerio de Economía y Competitividad (Madrid, ES)
Part of GRANT_NUMBER:

CSO2014-51994-P

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Simulaciones geomáticas para modelizar dinámicas ambientales II. Horizonte 2020

2014-01 to 2016-12 | Grant
Ministerio de Economía y Competitividad (Madrid, ES)
Part of GRANT_NUMBER:

BIA2013-43462-P

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Monitoring vegetation phenology at multiple scales in Europe from the GMES satellite sensor time-series: a special consideration to natura2000 areas (EuroSat4PhenoChanges)

2013-06 to 2015-05 | Grant
European Commission (Brussels, BE)
GRANT_NUMBER:

FP7-PEOPLE-2012-IEF-331667

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Conceptualización, caracterización e interpretación de la variabilidad espacio-temporal de la hidrogeología del karst por modelado inverso

2011-01 to 2013-12 | Grant
Ministerio de Ciencia e Innovación (Madrid, ES)
Part of GRANT_NUMBER:

CGL2010-15498

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Desarrollo de un modelo geoestadístico multivariante para el análisis espacial de datos geoambientales

2011-01 to 2013-12 | Grant
Ministerio de Ciencia e Innovación (Madrid, ES)
Part of GRANT_NUMBER:

CGL2010-17629

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Extracción de información geoambiental a partir de bases de datos espaciales en entorno SIG

2007-07 to 2010-03 | Grant
Ministerio de Ciencia e Innovación (Madrid, ES)
Part of GRANT_NUMBER:

CGL2006-06845

Source: Self-asserted source
Victor F. Rodriguez-Galiano

Works (50 of 78)

Items per page:
Page 1 of 2

A machine-learning hybrid-classification method for stratification of multidecadal beach dynamics

Geocarto International
2022-12-13 | Journal article
Contributors: Víctor Rodriguez-Galiano; Emilia Guisado-Pintado; Antonio Prieto-Campos; Jose Ojeda-Zujar
Source: check_circle
Crossref

Area and Feature Guided Regularised Random Forest: a novel method for predictive modelling of binary phenomena. The case of illegal landfill in Canary Island

International Journal of Geographical Information Science
2022-06-09 | Journal article | Author
Part of ISSN: 1365-8816
Part of ISSN: 1362-3087
Contributors: Lorenzo Carlos Quesada Ruiz; Victor F. Rodriguez-Galiano; Raul Zurita-Milla; Emma Izquierdo-Verdiguier
Source: Self-asserted source
Victor F. Rodriguez-Galiano
grade
Preferred source (of 2)‎

An assessment of Random Forest wrappers for selecting important features of spectroscopy data in the modelling of soil properties

2022-03-27 | Preprint
Contributors: Francisco M. Canero; Aaron Cardenas-Martinez; David Aragones; Victor Rodriguez-Galiano
Source: check_circle
Crossref

Use of Airborne LiDAR data processing tools and algorithms in natural forested areas: A systematic review

2022-03-27 | Preprint
Contributors: Aaron Cardenas-Martinez; Francisco M. Canero; Miguel Angel Garcia-Perez; Emilia Guisado-Pintado; Victor Rodriguez-Galiano
Source: check_circle
Crossref

A case of study of land surface phenology for CAP management: Using Sentinel-2 data to obtain phenometrics for winter cereals in Andalusia, Spain

Proceedings of SPIE - The International Society for Optical Engineering
2021 | Conference paper
EID:

2-s2.0-85118747705

Part of ISSN: 1996756X 0277786X
Contributors: Garcia-Perez, M.A.; Quesada-Ruiz, L.C.; Caparros-Santiago, J.A.; Sanchez-Rodriguez, E.; Rodriguez-Galiano, V.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Characterising the spring and autumn land surface phenology of Macaronesian species using Sentinel-2 data: The case of Canary Island

Proceedings of SPIE - The International Society for Optical Engineering
2021 | Conference paper
EID:

2-s2.0-85118757168

Part of ISSN: 1996756X 0277786X
Contributors: Quesada-Ruiz, L.C.; Caparros-Santiago, J.A.; Garcia-Perez, M.A.; Rodriguez-Galiano, V.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Land surface phenology as indicator of global terrestrial ecosystem dynamics: A systematic review

ISPRS Journal of Photogrammetry and Remote Sensing
2021 | Journal article
EID:

2-s2.0-85097552194

Part of ISSN: 09242716
Contributors: Caparros-Santiago, J.A.; Rodriguez-Galiano, V.; Dash, J.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Predictive modelling benchmark of nitrate Vulnerable Zones at a regional scale based on Machine learning and remote sensing

Journal of Hydrology
2021 | Journal article
EID:

2-s2.0-85118498272

Part of ISSN: 00221694
Contributors: Cardenas-Martinez, A.; Rodriguez-Galiano, V.; Luque-Espinar, J.A.; Mendes, M.P.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Predictive modelling of wheat yield from vegetation index time series in Spain: Assessing the use of Corine Land Cover and CAP statistics to obtain crop masks

Proceedings of SPIE - The International Society for Optical Engineering
2020 | Conference paper
EID:

2-s2.0-85094561556

Part of ISSN: 1996756X 0277786X
Contributors: Garcia-Perez, M.A.; Sanchez-Rodriguez, E.; Canero-Reinoso, F.M.; Rodriguez-Galiano, V.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Vegetation phenology dynamics across ecoregions of Iberian Peninsula from MODIS NDVI time series: 2001-2017

Proceedings of SPIE - The International Society for Optical Engineering
2020 | Conference paper
EID:

2-s2.0-85094572558

Part of ISSN: 1996756X 0277786X
Contributors: Caparros-Santiago, J.A.; Quesada-Ruiz, L.C.; Perez-Garcia, M.A.; Rodriguez-Galiano, V.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Estimación de la fenología de la vegetación a partir de imágenes de satélite: el caso de la península ibérica e islas Baleares (2001-2017)

Revista de Teledetección
2020-12-28 | Journal article
Contributors: J.A. Caparros-Santiago; V.F. Rodríguez-Galiano
Source: check_circle
Crossref

Delineating monitoring Network in Biodiversity Hotspot based on Land Surface Phenology. The case of Tropical Montane Cloud Forest

2020-03-23 | Other
Contributors: David Aragones; Victor F. Rodriguez-Galiano; Jose A. Caparros-Santiago; Marco A. Espinoza-Guzman
Source: check_circle
Crossref

Modelling and mapping soil pH in Andalusia (Spain) using phenological products as predictor features

2020-03-23 | Other
Contributors: Francisco M. Canero; Victor Rodriguez-Galiano; Aaron Cardenas-Martinez; Juan Antonio Luque-Espinar
Source: check_circle
Crossref

Predictive modelling of groundwater nitrate pollution at a regional scale using machine learning and feature selection

2020-03-23 | Other
Contributors: Aaron Cardenas-Martinez; Victor Rodriguez-Galiano; Juan Antonio Luque-Espinar; Maria Paula Mendes
Source: check_circle
Crossref

Spatiotemporal analysis of the housing bubble’s contribution to the proliferation of illegal landfills – The case of Gran Canaria

2020-03-23 | Other
Contributors: Lorenzo Carlos Quesada-Ruiz; Liliana Perez; Victor Rodriguez-Galiano; David Aragones
Source: check_circle
Crossref

Characterising marshland temporal dynamics using remote sensing: The case of Bolboschoenetum maritimi in Doñana national park

Applied Geography
2019 | Journal article
EID:

2-s2.0-85072777941

Contributors: Fernandez-Carrillo, A.; Sanchez-Rodriguez, E.; Rodriguez-Galiano, V.F.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Characterization and mapping of illegal landfill potential occurrence in the Canary Islands

Waste Management
2019 | Journal article
EID:

2-s2.0-85060100563

Contributors: Quesada-Ruiz, L.C.; Rodriguez-Galiano, V.; Jordá-Borrell, R.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Could land surface phenology be used to discriminate Mediterranean pine species?

International Journal of Applied Earth Observation and Geoinformation
2019 | Journal article
EID:

2-s2.0-85062844234

Contributors: Aragones, D.; Rodriguez-Galiano, V.F.; Caparros-Santiago, J.A.; Navarro-Cerrillo, R.M.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Machine Learning for Modeling Water Demand

Journal of Water Resources Planning and Management
2019 | Journal article
EID:

2-s2.0-85059345369

Contributors: Villarin, M.C.; Rodriguez-Galiano, V.F.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Spatiotemporal analysis of the housing bubble's contribution to the proliferation of illegal landfills – The case of Gran Canaria

Science of the Total Environment
2019 | Journal article
EID:

2-s2.0-85067208723

Contributors: Quesada-Ruiz, L.C.; Perez, L.; Rodriguez-Galiano, V.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Photoperiod controls vegetation phenology across Africa

Communications Biology
2019-12 | Journal article
Part of ISSN: 2399-3642
Source: Self-asserted source
Victor F. Rodriguez-Galiano
grade
Preferred source (of 2)‎

Epikarst mapping by remote sensing

Catena
2018 | Journal article
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Feature selection approaches for predictive modelling of groundwater nitrate pollution: An evaluation of filters, embedded and wrapper methods

Science of the Total Environment
2018 | Journal article
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Identifying the main physical and socioeconomic drivers of illegal landfills in the Canary Islands

Waste Management and Research
2018 | Journal article
EID:

2-s2.0-85055653108

Contributors: Quesada-Ruiz, L.; Rodriguez-Galiano, V.; Jordá-Borrell, R.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Estimación de la cosecha de trigo en Andalucía usando series temporales de MERIS Terrestrial Chlorophyll Index (MTCI)

Revista de Teledetección
2018-06-29 | Journal article
Contributors: V. Egea-Cobrero; V. Rodriguez-Galiano; E. Sánchez-Rodríguez; M.A. García-Pérez
Source: check_circle
Crossref

Characterisation of macrophyte phenology in the Doñana marshland using MODIS NDVI time series from 2000 to 2015

Proceedings of SPIE - The International Society for Optical Engineering
2017 | Conference paper
EID:

2-s2.0-85040178836

Contributors: Fernandez-Carrillo, A.; Rodriguez-Galiano, V.F.; Sanchez-Rodriguez, E.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Characterising the Land Surface Phenology of Mediterranean Pinus species using the MODIS NDVI time series

EGU General Assembly Conference Abstracts
2017 | Conference paper
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Characterising the Land Surface Phenology of Mediterranean Pinus species using the MODIS NDVI time series

EGU General Assembly Conference Abstracts
2017 | Conference paper
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Characterising the Land Surface Phenology of Mediterranean Pinus species using the MODIS NDVI time series

EGU General Assembly Conference Abstracts
2017 | Conference paper
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Characterising the Land Surface Phenology of Mediterranean Pinus species using the MODIS NDVI time series

EGU General Assembly Conference Abstracts
2017 | Conference paper
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Discriminating the Mediterranean Pinus spp. using the land surface phenology extracted from the whole MODIS NDVI time series and machine learning algorithms

Proceedings of SPIE - The International Society for Optical Engineering
2017 | Conference paper
EID:

2-s2.0-85040198356

Contributors: Rodriguez-Galiano, V.; Aragones, D.; Caparros-Santiago, J.A.; Navarro-Cerrillo, R.M.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

A methodology for assessing public health risk associated with groundwater nitrate contamination: a case study in an agricultural setting (southern Spain)

Environmental Geochemistry and Health
2017-10-28 | Journal article
Contributors: Mario Chica-Olmo; Fabio Peluso; Juan Antonio Luque-Espinar; Victor Rodriguez-Galiano; Eulogio Pardo-Igúzquiza; Lucía Chica-Rivas
Source: check_circle
Crossref

GEOSTATISTICAL SOLUTIONS FOR DOWNSCALING REMOTELY SENSED LAND SURFACE TEMPERATURE

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
2017-09-13 | Journal article
Contributors: Q. Wang; V. Rodriguez-Galiano; P. M. Atkinson
Source: check_circle
Crossref

Extreme warm temperatures alter forest phenology and productivity in Europe

Science of the Total Environment
2016 | Journal article
EID:

2-s2.0-84966405079

Contributors: Crabbe, R.A.; Dash, J.; Rodriguez-Galiano, V.F.; Janous, D.; Pavelka, M.; Marek, M.V.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Modelling interannual variation in the spring and autumn land surface phenology of the European forest

Biogeosciences
2016-06-06 | Journal article
Contributors: Victor F. Rodriguez-Galiano; Manuel Sanchez-Castillo; Jadunandan Dash; Peter M. Atkinson; Jose Ojeda-Zujar
Source: check_circle
Crossref

Classification of Vegetation Type in Iraq Using Satellite-Based Phenological Parameters

IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing
2016-01 | Journal article
Contributors: Sarchil H. Qader; Jadunandan Dash; Peter M. Atkinson; Victor Rodriguez-Galiano
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Crossref Metadata Search

Characterising the land surface phenology of Europe using decadal MERIS data

Remote Sensing
2015 | Journal article
EID:

2-s2.0-84937899026

Contributors: Rodriguez-Galiano, V.F.; Dash, J.; Atkinson, P.M.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Compositional cokriging for mapping the probability risk of groundwater contamination by nitrates

Science of the Total Environment
2015 | Journal article
EID:

2-s2.0-84930959230

Contributors: Pardo-Igúzquiza, E.; Chica-Olmo, M.; Luque-Espinar, J.A.; Rodríguez-Galiano, V.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Intercomparison of satellite sensor land surface phenology and ground phenology in Europe

Geophysical Research Letters
2015 | Journal article
EID:

2-s2.0-84928704129

Contributors: Rodriguez-Galiano, V.F.; Dash, J.; Atkinson, P.M.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier
grade
Preferred source (of 2)‎

Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines

Ore Geology Reviews
2015 | Journal article
EID:

2-s2.0-84938951730

Contributors: Rodriguez-Galiano, V.; Sanchez-Castillo, M.; Chica-Olmo, M.; Chica-Rivas, M.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier
grade
Preferred source (of 2)‎

New insights into geochemical behaviour in ancient marine carbonates (Upper Jurassic Ammonitico Rosso): Novel proxies for interpreting sea-level dynamics and palaeoceanography

Sedimentology
2015 | Journal article
EID:

2-s2.0-84919372286

Contributors: Coimbra, R.; Immenhauser, A.; Olóriz, F.; Rodríguez-Galiano, V.; Chica-Olmo, M.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Modelling anomalies in the spring and autumn land surface phenology of the European forest

2015-07-30 | Preprint
Contributors: V. F. Rodriguez-Galiano; M. Sanchez-Castillo; J. Dash; P. M. Atkinson
Source: check_circle
Crossref

Supplementary material to "Modelling anomalies in the spring and autumn land surface phenology of the European forest"

2015-07-30 | Preprint
Contributors: V. F. Rodriguez-Galiano; M. Sanchez-Castillo; J. Dash; P. M. Atkinson
Source: check_circle
Crossref

Analysis Of The Parametrization Needs Of Different Land Cover Classifiers: The Case Study Of Granda Province (Spain)

Mathematics of Planet Earth
2014 | Book chapter
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Analysis Of The Parametrization Needs Of Different Land Cover Classifiers: The Case Study Of Granda Province (Spain)

Mathematics of Planet Earth
2014 | Book chapter
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Analysis Of The Parametrization Needs Of Different Land Cover Classifiers: The Case Study Of Granda Province (Spain)

Mathematics of Planet Earth
2014 | Book chapter
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Analysis Of The Parametrization Needs Of Different Land Cover Classifiers: The Case Study Of Granda Province (Spain)

Mathematics of Planet Earth
2014 | Book chapter
Source: Self-asserted source
Victor F. Rodriguez-Galiano

Categorical indicator kriging for assessing the risk of groundwater nitrate pollution: The case of Vega de Granada aquifer (SE Spain)

2014 | Journal article
EID:

2-s2.0-84885968885

Contributors: Chica-Olmo, M.; Luque-Espinar, J.A.; Rodriguez-Galiano, V.; Pardo-Igúzquiza, E.; Chica-Rivas, L.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier
grade
Preferred source (of 2)‎

Evaluation of different machine learning methods for land cover mapping of a Mediterranean area using multi-seasonal Landsat images and Digital Terrain Models

2014 | Journal article
EID:

2-s2.0-84899558274

Contributors: Rodriguez-Galiano, V.F.; Chica-Rivas, M.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier

Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)

2014 | Journal article
EID:

2-s2.0-84893025944

Contributors: Rodriguez-Galiano, V.; Mendes, M.P.; Garcia-Soldado, M.J.; Chica-Olmo, M.; Ribeiro, L.
Source: Self-asserted source
Victor F. Rodriguez-Galiano via Scopus - Elsevier
grade
Preferred source (of 2)‎
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