| Mapping the spatial variability of Botrytis bunch rot risk in vineyards using UAV multispectral imagery S Vélez, M Ariza-Sentís, J Valente European Journal of Agronomy 142, 126691, 2023 | 67 | 2023 |
| Object detection and tracking in Precision Farming: A systematic review M Ariza-Sentís, S Vélez, R Martínez-Peña, H Baja, J Valente Computers and Electronics in Agriculture 219, 108757, 2024 | 48 | 2024 |
| Effect of missing vines on total leaf area determined by NDVI calculated from Sentinel satellite data: Progressive vine removal experiments S Vélez, E Barajas, JA Rubio, R Vacas, C Poblete-Echeverría Applied Sciences 10 (10), 3612, 2020 | 47 | 2020 |
| Beyond vegetation: A review unveiling additional insights into agriculture and forestry through the application of vegetation indices S Vélez, R Martínez-Peña, D Castrillo J 6 (3), 421-436, 2023 | 46 | 2023 |
| Object detection and tracking on UAV RGB videos for early extraction of grape phenotypic traits M Ariza-Sentís, H Baja, S Vélez, J Valente Computers and Electronics in Agriculture 211, 108051, 2023 | 35 | 2023 |
| Agronomic classification between vineyards ('Verdejo') using NDVI and Sentinel-2 and evaluation of their wines S Vélez Martín, JA Rubio Cano, MI Andrés, E Barajas Vitis: Journal of Grapevine Research 58, 33-38, 2019 | 30 | 2019 |
| Estimation of Leaf Area Index in vineyards by analysing projected shadows using UAV imagery S Vélez, C Poblete-Echeverría, JA Rubio, E Barajas OENO one 55 (4), 159-180, 2021 | 28 | 2021 |
| Potential of functional analysis applied to Sentinel-2 time-series to assess relevant agronomic parameters at the within-field level in viticulture S Vélez, F Rançon, E Barajas, G Brunel, JA Rubio, B Tisseyre Computers and Electronics in Agriculture 194, 106726, 2022 | 21 | 2022 |
| Remote sensing for sustainable pistachio cultivation and improved quality traits evaluation through thermal and non-thermal UAV vegetation indices R Martínez-Peña, S Vélez, R Vacas, H Martín, S Álvarez Applied Sciences 13 (13), 7716, 2023 | 20 | 2023 |
| Dataset on unmanned aerial vehicle multispectral images acquired over a vineyard affected by Botrytis cinerea in northern Spain S Vélez, M Ariza-Sentís, J Valente Data in Brief 46, 108876, 2023 | 18 | 2023 |
| Dataset on UAV RGB videos acquired over a vineyard including bunch labels for object detection and tracking M Ariza-Sentís, S Vélez, J Valente Data in Brief 46, 108848, 2023 | 18 | 2023 |
| A Novel Technique Using Planar Area and Ground Shadows Calculated from UAV RGB Imagery to Estimate Pistachio Tree (Pistacia vera L.) Canopy Volume S Vélez, R Vacas, H Martín, D Ruano-Rosa, S Álvarez Remote Sensing 14 (23), 6006, 2022 | 18 | 2022 |
| Comparing nadir and oblique thermal imagery in UAV-based 3D crop water stress index applications for precision viticulture with LiDAR validation T Buunk, S Vélez, M Ariza-Sentís, J Valente Sensors 23 (20), 8625, 2023 | 14 | 2023 |
| High-Resolution UAV RGB Imagery Dataset for Precision Agriculture and 3D Photogrammetric Reconstruction Captured over a Pistachio Orchard (Pistacia vera L … S Vélez, R Vacas, H Martín, D Ruano-Rosa, S Álvarez Data 7 (11), 157, 2022 | 14 | 2022 |
| VineLiDAR: high-resolution UAV-LiDAR vineyard dataset acquired over two years in northern Spain S Vélez, M Ariza-Sentís, J Valente Data in Brief 51, 109686, 2023 | 12 | 2023 |
| Spatio-Temporal Analysis of Satellite Imagery (NDVI) to Identify Terroir and Vineyard Yeast Differences according to Appellation of Origin (AOP) and Biogeographic … S Vélez, E Barajas, P Blanco, JA Rubio, D Castrillo J 4 (3), 244-256, 2021 | 11 | 2021 |
| Speeding up UAV-based crop variability assessment through a data fusion approach using spatial interpolation for site-specific management S Vélez, M Ariza-Sentís, M Paniæ, B Ivo¹eviæ, D Stefanoviæ, J Kaivosoja, ... Smart Agricultural Technology 8, 100488, 2024 | 10 | 2024 |
| Sentinel-2 Satellite Imagery for Agronomic and Quality Variability Assessment of Pistachio (Pistacia vera L.) E Barajas, S Álvarez, E Fernández, S Vélez, JA Rubio, H Martín Sustainability 12 (20), 8437, 2020 | 10 | 2020 |
| BBR: An open-source standard workflow based on biophysical crop parameters for automatic Botrytis cinerea assessment in vineyards M Ariza-Sentís, S Vélez, J Valente SoftwareX 24, 101542, 2023 | 9 | 2023 |
| EscaYard: Precision viticulture multimodal dataset of vineyards affected by Esca disease consisting of geotagged smartphone images, phytosanitary status, UAV 3D point clouds … S Vélez, M Ariza-Sentís, J Valente Data in Brief 54, 110497, 2024 | 7 | 2024 |
João ValenteSpanish National Research Council (CSIC)Verified email at csic.es
