Victor F. Rodriguez Galiano
Victor F. Rodriguez Galiano
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An assessment of the effectiveness of a random forest classifier for land-cover classification
VF Rodriguez-Galiano, B Ghimire, J Rogan, M Chica-Olmo, ...
ISPRS journal of photogrammetry and remote sensing 67, 93-104, 2012
Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines
V Rodriguez-Galiano, M Sanchez-Castillo, M Chica-Olmo, M Chica-Rivas
Ore Geology Reviews 71, 804-818, 2015
Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture
VF Rodriguez-Galiano, M Chica-Olmo, F Abarca-Hernandez, PM Atkinson, ...
Remote Sensing of Environment 121, 93-107, 2012
Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an …
V Rodriguez-Galiano, MP Mendes, MJ Garcia-Soldado, M Chica-Olmo, ...
Science of the Total Environment 476, 189-206, 2014
An evaluation of bagging, boosting, and random forests for land-cover classification in Cape Cod, Massachusetts, USA
B Ghimire, J Rogan, VR Galiano, P Panday, N Neeti
GIScience & Remote Sensing 49 (5), 623-643, 2012
Feature selection approaches for predictive modelling of groundwater nitrate pollution: An evaluation of filters, embedded and wrapper methods
VF Rodriguez-Galiano, JA Luque-Espinar, M Chica-Olmo, MP Mendes
Science of the total environment 624, 661-672, 2018
Predictive modelling of gold potential with the integration of multisource information based on random forest: a case study on the Rodalquilar area, Southern Spain
VF Rodriguez-Galiano, M Chica-Olmo, M Chica-Rivas
International Journal of Geographical Information Science 28 (7), 1336-1354, 2014
Evaluation of different machine learning methods for land cover mapping of a Mediterranean area using multi-seasonal Landsat images and Digital Terrain Models
VF Rodriguez-Galiano, M Chica-Rivas
International Journal of Digital Earth 7 (6), 492-509, 2014
Land surface phenology as indicator of global terrestrial ecosystem dynamics: A systematic review
JA Caparros-Santiago, V Rodriguez-Galiano, J Dash
ISPRS Journal of Photogrammetry and Remote Sensing 171, 330-347, 2021
Land cover change analysis of a Mediterranean area in Spain using different sources of data: Multi-seasonal Landsat images, land surface temperature, digital terrain models and …
V Rodriguez-Galiano, M Chica-Olmo
Applied Geography 35 (1-2), 208-218, 2012
Downscaling Landsat 7 ETM+ thermal imagery using land surface temperature and NDVI images
V Rodriguez-Galiano, E Pardo-Igúzquiza, M Sanchez-Castillo, ...
International Journal of Applied Earth Observation and Geoinformation 18 …, 2012
Categorical Indicator Kriging for assessing the risk of groundwater nitrate pollution: the case of Vega de Granada aquifer (SE Spain)
M Chica-Olmo, JA Luque-Espinar, V Rodriguez-Galiano, ...
Science of the Total Environment 470, 229-239, 2014
Intercomparison of satellite sensor land surface phenology and ground phenology in Europe
VF Rodriguez‐Galiano, J Dash, PM Atkinson
Geophysical Research Letters 42 (7), 2253-2260, 2015
Extreme warm temperatures alter forest phenology and productivity in Europe
RA Crabbe, J Dash, VF Rodriguez-Galiano, D Janous, M Pavelka, ...
Science of the total environment 563, 486-495, 2016
Image fusion by spatially adaptive filtering using downscaling cokriging
E Pardo-Iguzquiza, VF Rodríguez-Galiano, M Chica-Olmo, PM Atkinson
ISPRS Journal of Photogrammetry and Remote Sensing 66 (3), 337-346, 2011
Morphometric analysis of three-dimensional networks of karst conduits
E Pardo-Iguzquiza, JJ Durán-Valsero, V Rodríguez-Galiano
Geomorphology 132 (1-2), 17-28, 2011
Modelling interannual variation in the spring and autumn land surface phenology of the European forest
VF Rodriguez-Galiano, M Sanchez-Castillo, J Dash, PM Atkinson, ...
Biogeosciences 13 (11), 3305-3317, 2016
Incorporating spatial variability measures in land-cover classification using Random Forest
VF Rodríguez-Galiano, F Abarca-Hernández, B Ghimire, M Chica-Olmo, ...
Procedia Environmental Sciences 3, 44-49, 2011
Photoperiod controls vegetation phenology across Africa
T Adole, J Dash, V Rodriguez-Galiano, PM Atkinson
Communications biology 2 (1), 391, 2019
Characterising the land surface phenology of Europe using decadal MERIS data
VF Rodriguez-Galiano, J Dash, PM Atkinson
Remote Sensing 7 (7), 9390-9409, 2015
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