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 | 3051 | 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 | 1293 | 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 | 665 | 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 | 438 | 2014 |
Computing geostatistical image texture for remotely sensed data classification M Chica-Olmo, F Abarca-Hernandez Computers & Geosciences 26 (4), 373-383, 2000 | 357 | 2000 |
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 | 266 | 2018 |
The Fourier integral method: an efficient spectral method for simulation of random fields E Pardo-Iguzquiza, M Chica-Olmo Mathematical geology 25, 177-217, 1993 | 231 | 1993 |
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 | 202 | 2014 |
Downscaling cokriging for image sharpening E Pardo-Igúzquiza, M Chica-Olmo, PM Atkinson Remote Sensing of Environment 102 (1-2), 86-98, 2006 | 180 | 2006 |
Downscaling cokriging for super-resolution mapping of continua in remotely sensed images PM Atkinson, E Pardo-Iguzquiza, M Chica-Olmo IEEE Transactions on Geoscience and Remote Sensing 46 (2), 573-580, 2008 | 141 | 2008 |
Artificial neural networks as a tool for mineral potential mapping with GIS JP Rigol-Sanchez, M Chica-Olmo, F Abarca-Hernandez International Journal of Remote Sensing 24 (5), 1151-1156, 2003 | 118 | 2003 |
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 |
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 | 104 | 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 |
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 |
Geostatistics with the Matern semivariogram model: A library of computer programs for inference, kriging and simulation E Pardo-Iguzquiza, M Chica-Olmo Computers & Geosciences 34 (9), 1073-1079, 2008 | 71 | 2008 |
Development of a decision support system based on remote sensing and GIS techniques for gold-rich area identification in SE Spain M Chica-Olmo, F Abarca, JP Rigol International Journal of Remote Sensing 23 (22), 4801-4814, 2002 | 66 | 2002 |
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 | 63 | 2011 |
Identification of geochemical anomalies using principal component analysis and factorial kriging analysis R Jimenez-Espinosa, AJ Sousa, M Chica-Olmo Journal of Geochemical Exploration 46 (3), 245-256, 1993 | 62 | 1993 |
Análisis geoestadístico en el estudio de la explotación de los recursos minerales M Chica Olmo Analisis geoestadístico en el estudio de la explotación de los recursos …, 1987 | 62 | 1987 |