Assessing optimal flight parameters for generating accurate multispectral orthomosaicks by UAV to support site-specific crop management FJ Mesas-Carrascosa, J Torres-Sánchez, I Clavero-Rumbao, ... Remote Sensing 7 (10), 12793-12814, 2015 | 210 | 2015 |
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, 115-133, 2018 | 155 | 2018 |
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 | 124 | 2018 |
In-field detection of Alternaria solani in potato crops using hyperspectral imaging R Van De Vijver, K Mertens, K Heungens, B Somers, D Nuyttens, ... Computers and Electronics in Agriculture 168, 105106, 2020 | 85 | 2020 |
Canopy height measurements and non‐destructive biomass estimation of Lolium perenne swards using UAV imagery I Borra‐Serrano, T De Swaef, H Muylle, D Nuyttens, J Vangeyte, ... Grass and Forage Science 74 (3), 356-369, 2019 | 75 | 2019 |
Automatic wheat ear counting using machine learning based on RGB UAV imagery JA Fernandez‐Gallego, P Lootens, I Borra‐Serrano, V Derycke, ... The Plant Journal 103 (4), 1603-1613, 2020 | 65 | 2020 |
Closing the phenotyping gap: High resolution UAV time series for soybean growth analysis provides objective data from field trials I Borra-Serrano, T De Swaef, P Quataert, J Aper, A Saleem, W Saeys, ... Remote Sensing 12 (10), 1644, 2020 | 64 | 2020 |
Spatial quality evaluation of resampled unmanned aerial vehicle-imagery for weed mapping I Borra-Serrano, JM Peña, J Torres-Sánchez, FJ Mesas-Carrascosa, ... Sensors 15 (8), 19688-19708, 2015 | 62 | 2015 |
Improving Accuracy of Herbage Yield Predictions in Perennial Ryegrass with UAV-Based Structural and Spectral Data Fusion and Machine Learning J Pranga, I Borra-Serrano, J Aper, T De Swaef, A Ghesquiere, P Quataert, ... Remote Sensing 13 (17), 3459, 2021 | 45 | 2021 |
On the pivotal role of water potential to model plant physiological processes T De Swaef, O Pieters, S Appeltans, I Borra-Serrano, W Coudron, ... in silico Plants 4 (1), diab038, 2022 | 21 | 2022 |
Towards an objective evaluation of persistency of Lolium perenne swards using UAV imagery I Borra-Serrano, T De Swaef, J Aper, A Ghesquiere, K Mertens, ... Euphytica 214, 1-18, 2018 | 21 | 2018 |
Response of a diverse European soybean collection to “short duration” and “long duration” drought stress A Saleem, J Aper, H Muylle, I Borra-Serrano, P Quataert, P Lootens, ... Frontiers in Plant Science 13, 818766, 2022 | 15 | 2022 |
Detecting spatial variability of soil compaction using soil apparent electrical conductivity and maize traits L Ren, T D'Hose, I Borra‐Serrano, P Lootens, D Hanssens, P De Smedt, ... Soil Use and Management 38 (4), 1749-1760, 2022 | 12 | 2022 |
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 |
Phenotypic characterization of drought responses in red clover (Trifolium pratense L.) T Vleugels, A Saleem, R Dubey, H Muylle, I Borra-Serrano, P Lootens, ... Frontiers in Plant Science 14, 1304411, 2024 | 5 | 2024 |
Breeding and Selection of Nursery Plants Assisted by High-Throughput Field Phenotyping Using UAV Imagery: Case Studies with Sweet Box (Sarcococca) and Garden Rose … I Borra-Serrano, K Van Laere, P Lootens, L Leus Horticulturae 8 (12), 1186, 2022 | 5 | 2022 |
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 |
Comparative leaf area index estimation using multispectral and RGB images from a UAV platform JC Triana-Martinez, T De Swaef, I Borra-Serrano, P Lootens, O Barrero, ... Autonomous Air and Ground Sensing Systems for Agricultural Optimization and …, 2023 | 3 | 2023 |