| 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 | 3126 | 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 | 1375 | 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 | 681 | 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 | 448 | 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 | 281 | 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 | 271 | 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 | 210 | 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 | 174 | 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 | 157 | 2021 |
| 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 | 107 | 2012 |
| 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 | 105 | 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 | 102 | 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 | 99 | 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 | 80 | 2016 |
| 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 | 74 | 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 | 73 | 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 | 71 | 2011 |
| Photoperiod controls vegetation phenology across Africa T Adole, J Dash, V Rodriguez-Galiano, PM Atkinson Communications biology 2 (1), 391, 2019 | 68 | 2019 |
| 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 | 64 | 2011 |
| Machine learning for modeling water demand MC Villarin, VF Rodriguez-Galiano Journal of Water Resources Planning and Management 145 (5), 04019017, 2019 | 55 | 2019 |
Mario Chica OlmoDepartamento de Geodinámica, Universidad de GranadaAdresse e-mail validée de ugr.es