| Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review GA Mesías-Ruiz, M Pérez-Ortiz, J Dorado, AI De Castro, JM Peña Frontiers in Plant Science 14, 1143326, 2023 | 58 | 2023 |
| Transfer and zero-shot learning for scalable weed detection and classification in UAV images N Belissent, JM Peña, GA Mesías-Ruiz, J Shawe-Taylor, M Pérez-Ortiz Knowledge-Based Systems 292, 111586, 2024 | 15 | 2024 |
| Weed species classification with UAV imagery and standard CNN models: Assessing the frontiers of training and inference phases GA Mesías-Ruiz, I Borra-Serrano, JM Peña, AI de Castro, ... Crop Protection 182, 106721, 2024 | 6 | 2024 |
| Cognitive computing advancements: improving precision crop protection through UAV imagery for targeted weed monitoring GA Mesías-Ruiz, JM Peña, AI de Castro, I Borra-Serrano, J Dorado Remote Sensing 16 (16), 3026, 2024 | 4 | 2024 |
| Unmanned Aerial Vehicle Imagery for Early Stage Weed Classification and Detection in Maize and Tomato Crops GA Mesías-Ruiz, I Borra-Serrano, JM Peña Barragán, AI Castro, ... DIGITAL. CSIC, 2024 | 4 | 2024 |
| Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics V Burchard-Levine, I Borra-Serrano, JM Peña, WP Kustas, JG Guerra, ... Irrigation Science 43 (1), 65-85, 2025 | 3 | 2025 |
| DIWEED: Drone Imagery dataset for early-season WEED classification GA Mesías-Ruiz, JM Peña Barragán, AI Castro, J Dorado DIGITAL. CSIC, 2024 | 1 | 2024 |
| Detección y clasificación de malas hierbas mediante drones y redes neuronales profundas: creación de mapas para tratamiento localizado GA Mesías-Ruiz, J Peña, AI Castro, I Borra-Serrano, J Dorado Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 2024 | 1 | 2024 |
| Prototype based on a LoRaWAN network for storing multivariable data, oriented to agriculture with limited resources S Castro, J Iñacasha, G Mesias, W Oñate Proceedings of Seventh International Congress on Information and …, 2022 | 1 | 2022 |
| Drone imagery dataset for early-season weed classification in maize and tomato crops GA Mesías-Ruiz, JM Peña, AI de Castro, J Dorado Data in Brief 58, 111203, 2025 | | 2025 |
| Evaluating the utility of combining high resolution thermal, multispectral and 3D imagery from unmanned aerial vehicles to monitor water stress in vineyards V Burchard-Levine, JG Guerra, I Borra-Serrano, H Nieto, G Mesías-Ruiz, ... Precision Agriculture 25 (5), 2447-2476, 2024 | | 2024 |
| TSEB implementation for the manuscript'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' V Burchard-Levine, I Borra-Serrano, JM Peña Barragán, WP Kustas, ... DIGITAL. CSIC, 2024 | | 2024 |
| Impacto del manejo localizado en el control de Sorghum halepense y el rendimiento del maíz JM Peña Barragán, I Borra-Serrano, C Fernández-Quintanilla, ... Departamento de Protección Vegetal, 2024 | | 2024 |
| Detección de crucíferas en márgenes de biodiversidad en ecosistemas agrarios mediante el análisis de imágenes dron y arquitecturas CNN JD Mena, J Dorado, JG Guerra, GA Mesías-Ruiz, JM Peña, ... Revista de Ciências Agrárias 47 (1), 113-117, 2024 | | 2024 |
| Impacto del manejo localizado en el control de Sorghum halepense y el rendimiento del maíz JM Peña, I Borra-Serrano, C Fernández-Quintanilla, AI Castro, ... Revista de Ciências Agrárias 47 (1), 190-194, 2024 | | 2024 |
| DIGINVASIVE: Sistema de Alerta y Control de especies invasoras. Caso de estudio: Amaranthus palmeri AI Castro, GA Mesías-Ruiz, JM Llenes, I Borra-Serrano, J Dorado, ... Revista de Ciências Agrárias 47 (1), 195-200, 2024 | | 2024 |
| Precision monitoring of vine water stress using UAVs and opensource processing chains V Burchard-Levine, H Nieto, GA Mesías-Ruiz, J Dorado, AI de Castro, ... Precision agriculture'23, 99-105, 2023 | | 2023 |
| DIGINVASIVE: a digital system to map the presence of invasive weed plants. AI de Castro, GA Mesías-Ruiz, JM Llenes-Espigares, J Dorado, ... Departamento de Medio Ambiente y Agronomía, 2023 | | 2023 |
| Cognitive computing for classification of six weed species in tomato and maize crops GA Mesías-Ruiz, J Dorado, AI de Castro, JM Peña Barragán Consejo Superior de Investigaciones Científicas, 2023 | | 2023 |
