| Deep learning for real-time fruit detection and orchard fruit load estimation: benchmarking of 'MangoYOLO' |
34 |
| In-season biomass estimation of oilseed rape (Brassica napus L.) using fully polarimetric SAR imagery |
22 |
| Assessing UAV-collected image overlap influence on computation time and digital surface model accuracy in olive orchards |
21 |
| Detection and counting of immature green citrus fruit based on the Local Binary Patterns (LBP) feature using illumination-normalized images |
19 |
| The application of unmanned aircraft systems to plant protection in China |
18 |
| Onion biomass monitoring using UAV-based RGB imaging |
18 |
| Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery |
17 |
| Applying machine learning on sensor data for irrigation recommendations: revealing the agronomist's tacit knowledge |
14 |
| Predicting cover crop biomass by lightweight UAS-based RGB and NIR photography: an applied photogrammetric approach |
14 |
| Development of canopy vigour maps using UAV for site-specific management during vineyard spraying process |
13 |
| A systematic literature review of the factors affecting the precision agriculture adoption process |
13 |
| Architecture design approach for IoT-based farm management information systems |
13 |
| RGB and multispectral UAV image fusion for Gramineae weed detection in rice fields |
12 |
| Multi-GNSS precise point positioning for precision agriculture |
12 |
| Evaluating the performance of xanthophyll, chlorophyll and structure-sensitive spectral indices to detect water stress in five fruit tree species |
11 |
| Science mapping approach to analyze the research evolution on precision agriculture: world, EU and Italian situation |
11 |
| Monitoring cotton (Gossypium hirsutum L.) germination using ultrahigh-resolution UAS images |
9 |
| Improved vegetation segmentation with ground shadow removal using an HDR camera |
9 |
| Pre-harvest weed mapping of Cirsium arvense in wheat and barley with off-the-shelf UAVs |
9 |
| Automatic delineation algorithm for site-specific management zones based on satellite remote sensing data |
9 |
| Farmer attitudes to the use of sensors and automation in fertilizer decision-making: nitrogen fertilization in the Australian grains sector |
8 |
| Variable-rate nitrogen fertilization of winter wheat under high spatial resolution |
8 |
| Design and field evaluation of a ground robot for high-throughput phenotyping of energy sorghum |
8 |
| The recognition of apple fruits in plastic bags based on block classification |
8 |
| Curved and straight crop row detection by accumulation of green pixels from images in maize fields |
8 |
| Assessment of the optimal spectral bands for designing a sensor for vineyard disease detection: the case of Flavescence doree' |
7 |
| A comparison between multispectral aerial and satellite imagery in precision viticulture |
7 |
| Development of field mobile soil nitrate sensor technology to facilitate precision fertilizer management |
7 |
| Low altitude remote sensing technologies for crop stress monitoring: a case study on spatial and temporal monitoring of irrigated pinto bean |
7 |
| Synthesis of proximal sensing, terrain analysis, and parent material information for available micronutrient prediction in tropical soils |
7 |
| An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning |
7 |
| Camera steered mechanical weed control in sugar beet, maize and soybean |
7 |
| Optimising durum wheat cultivation in North Italy: understanding the effects of site-specific fertilization on yield and protein content |
6 |
| Monitoring nitrogen status of potatoes using small unmanned aerial vehicles |
6 |
| Using hyperspectral imaging to discriminate yellow leaf curl disease in tomato leaves |
6 |
| The profitability of precision spraying on specialty crops: a technical-economic analysis of protection equipment at increasing technological levels |
6 |
| Estimation of water productivity in winter wheat using the AquaCrop model with field hyperspectral data |
6 |
| Influence of time of day on measurement with chlorophyll meters and canopy reflectance sensors of different crop N status |
6 |
| An optimized non-linear vegetation index for estimating leaf area index in winter wheat |
6 |
| Farm adoption of embodied knowledge and information intensive precision agriculture technology bundles |
6 |
| Phenological analysis of unmanned aerial vehicle based time series of barley imagery with high temporal resolution |
5 |
| How to measure and report within-field variability: a review of common indicators and their sensitivity |
5 |
| Enhanced broadband greenness in assessing Chlorophyll a and b, Carotenoid, and Nitrogen in Robusta coffee plantations using a digital camera |
5 |
| Public-private collaboration toward research, education and innovation opportunities in precision agriculture |
5 |
| Identifying immature and mature pomelo fruits in trees by elliptical model fitting in the Cr-Cb color space |
5 |
| Development and evaluation of an automatic software for management zone delineation |
5 |
| Modelling impacts of precision irrigation on crop yield and in-field water management |
5 |
| Application of a low-cost camera on a UAV to estimate maize nitrogen-related variables |
5 |
| Use of real-time extend GNSS for planting and inverting peanuts |
5 |
| Protocol for automating error removal from yield maps |
5 |
