Object-based crop identification using multiple vegetation indices, textural features and crop phenology JM Peña-Barragán, MK Ngugi, RE Plant, J Six Remote Sensing of Environment 115 (6), 1301-1316, 2011 | 737 | 2011 |
Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV J Torres-Sánchez, JM Peña, AI de Castro, F López-Granados Computers and Electronics in Agriculture 103, 104-113, 2014 | 609 | 2014 |
Weed mapping in early-season maize fields using object-based analysis of unmanned aerial vehicle (UAV) images JM Peña, J Torres-Sánchez, AI de Castro, M Kelly, F López-Granados PLoS One 8 (10), e77151, 2013 | 520 | 2013 |
Configuration and specifications of an unmanned aerial vehicle (UAV) for early site specific weed management J Torres-Sánchez, F López-Granados, AI De Castro, JM Peña-Barragán PLoS One 8 (3), e58210, 2013 | 434 | 2013 |
An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops J Torres-Sánchez, F López-Granados, JM Pena Computers and Electronics in Agriculture 114, 43-52, 2015 | 372 | 2015 |
Object- and pixel-based analysis for mapping crops and their agro-environmental associated measures using QuickBird imagery IL Castillejo-González, F López-Granados, A García-Ferrer, ... Computers and Electronics in Agriculture 68 (2), 207-215, 2009 | 350 | 2009 |
An automatic random forest-OBIA algorithm for early weed mapping between and within crop rows using UAV imagery AI de Castro, J Torres-Sánchez, JM Peña, FM Jiménez-Brenes, O Csillik, ... Remote Sensing 10 (2), 285, 2018 | 307 | 2018 |
High-Throughput 3-D Monitoring of Agricultural-Tree Plantations with Unmanned Aerial Vehicle (UAV) Technology J Torres-Sánchez, F López-Granados, N Serrano, O Arquero, JM Peña PLoS ONE 10 (6), e0130479, 2015 | 287 | 2015 |
Object-based image classification of summer crops with machine-learning methods JM Peña, PA Gutiérrez, C Hervás-Martínez, J Six, RE Plant, ... Remote Sensing 6 (6), 5019-5041, 2014 | 236 | 2014 |
Early season weed mapping in sunflower using UAV technology: variability of herbicide treatment maps against weed thresholds López-Granados, F., Torres-Sánchez, J., Serrano-Pérez, A., de-Castro, A.I ... Precision Agriculture 17 (2), 183-199, 2016 | 234 | 2016 |
Quantifying efficacy and limits of unmanned aerial vehicle (UAV) technology for weed seedling detection as affected by sensor resolution JM Peña, J Torres-Sánchez, A Serrano-Pérez, AI de Castro, ... Sensors 15 (3), 5609-5626, 2015 | 232 | 2015 |
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method Pérez-Ortiz, M., Peña, J. M., Gutiérrez, P. A., Torres-Sánchez, J., Hervás ... Applied Soft Computing 37, 533-544, 2015 | 219 | 2015 |
Using geostatistical and remote sensing approaches for mapping soil properties F López-Granados, M Jurado-Expósito, JM Peña-Barragán, ... European Journal of Agronomy 23 (3), 279-289, 2005 | 210 | 2005 |
Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery M Pérez-Ortiz, JM Peña, PA Gutiérrez, J Torres-Sánchez, ... Expert Systems with Applications 47, 85-94, 2016 | 204 | 2016 |
Assessing Optimal Flight Parameters for Generating Accurate Multispectral Orthomosaicks by UAV to Support Site-Specific Crop Management F Mesas-Carrascosa, F.-J., Torres-Sánchez, J., Clavero-Rumbao, I., García ... Remote Sensing 7 (10), 12793-12814, 2015 | 193 | 2015 |
Is the current state of the art of weed monitoring suitable for site-specific weed management in arable crops? C Fernández‐Quintanilla, JM Peña, D Andújar, J Dorado, A Ribeiro, ... Weed Research, 1-14, 2018 | 156 | 2018 |
Assessing UAV-collected image overlap influence on computation time and digital surface model accuracy in olive orchards J Torres-Sánchez, F López-Granados, I Borra-Serrano, JM Peña Precision Agriculture 19 (1), 115-133, 2018 | 144 | 2018 |
Quantifying pruning impacts on olive tree architecture and annual canopy growth by using UAV-based 3D modelling FM Jiménez-Brenes, F López-Granados, AI de Castro, J Torres-Sánchez, ... Plant Methods 13, 55, 2017 | 139 | 2017 |
Using remote sensing for identification of late-season grass weed patches in wheat F López-Granados, M Jurado-Expósito, JM Peña-Barragán, ... Weed Science 54 (2), 346-353, 2006 | 125 | 2006 |
3-D Characterization of Vineyards Using a Novel UAV Imagery-Based OBIA Procedure for Precision Viticulture Applications AI de Castro, FM Jiménez-Brenes, J Torres-Sánchez, JM Peña, ... Remote Sensing 10 (4), 584, 2018 | 117 | 2018 |