| Automatic bunch detection in white grape varieties using YOLOv3, YOLOv4, and YOLOv5 deep learning algorithms M Sozzi, S Cantalamessa, A Cogato, A Kayad, F Marinello Agronomy 12 (2), 319, 2022 | 152 | 2022 |
| Monitoring within-field variability of corn yield using Sentinel-2 and machine learning techniques A Kayad, M Sozzi, S Gatto, F Marinello, F Pirotti Remote Sensing 11 (23), 2873, 2019 | 134 | 2019 |
| Comparing vineyard imagery acquired from Sentinel-2 and Unmanned Aerial Vehicle (UAV) platform M Sozzi, A Kayad, F Marinello, J Taylor, B Tisseyre Oeno One 54 (2), 189-197, 2020 | 63 | 2020 |
| Ten years of corn yield dynamics at field scale under digital agriculture solutions: A case study from North Italy A Kayad, M Sozzi, S Gatto, B Whelan, L Sartori, F Marinello Computers and Electronics in Agriculture 185, 106126, 2021 | 55 | 2021 |
| Economic comparison of satellite, plane and UAV-acquired NDVI images for site-specific nitrogen application: Observations from Italy M Sozzi, A Kayad, S Gobbo, A Cogato, L Sartori, F Marinello Agronomy 11 (11), 2098, 2021 | 46 | 2021 |
| Benchmark of satellites image services for precision agricultural use M Sozzi, F Marinello, A Pezzuolo, L Sartori Proceedings of the AgEng Conference, Wageningen, The Netherlands, 8-11, 2018 | 45 | 2018 |
| How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimation A Kayad, M Sozzi, DS Paraforos, FA Rodrigues Jr, Y Cohen, S Fountas, ... Computers and Electronics in Agriculture 198, 107080, 2022 | 44 | 2022 |
| Radiative transfer model inversion using high-resolution hyperspectral airborne imagery–Retrieving maize LAI to access biomass and grain yield A Kayad, FA Rodrigues Jr, S Naranjo, M Sozzi, F Pirotti, F Marinello, ... Field Crops Research 282, 108449, 2022 | 26 | 2022 |
| Evaluating the Spectral and Physiological Responses of Grapevines (Vitis vinifera L.) to Heat and Water Stresses under Different Vineyard Cooling and Irrigation … A Cogato, L Wu, SYY Jewan, F Meggio, F Marinello, M Sozzi, V Pagay Agronomy 11 (10), 1940, 2021 | 26 | 2021 |
| A GIS-based multicriteria index to evaluate the mechanisability potential of Italian vineyard area A Cogato, A Pezzuolo, CG Sørensen, R De Bei, M Sozzi, F Marinello Land 9 (11), 469, 2020 | 21 | 2020 |
| Assessment of grapevine yield and quality using a canopy spectral index in white grape variety M Sozzi, A Kayad, D Tomasi, L Lovat, F Marinello, L Sartori Precision agriculture'19, 181-186, 2019 | 17 | 2019 |
| Grape yield spatial variability assessment using YOLOv4 object detection algorithm M Sozzi, S Cantalamessa, A Cogato, A Kayad, F Marinello Precision agriculture’21, 193-198, 2021 | 16 | 2021 |
| On-the-go variable rate fertilizer application on vineyard using a proximal spectral sensor M Sozzi, E Bernardi, A Kayad, F Marinello, D Boscaro, A Cogato, ... 2020 IEEE International Workshop on Metrology for Agriculture and Forestry …, 2020 | 11 | 2020 |
| A sample of Italian vineyards: Landscape and management parameters dataset A Cogato, A Pezzuolo, M Sozzi, F Marinello Data in brief 33, 106589, 2020 | 10 | 2020 |
| Soil Compaction under Different Traction Resistance Conditions—A Case Study in North Italy K Liu, M Benetti, M Sozzi, F Gasparini, L Sartori Agriculture 12 (11), 1954, 2022 | 9 | 2022 |
| Land-use change and bioenergy production: Soil consumption and characterization of anaerobic digestion plants G Ferrari, F Ioverno, M Sozzi, F Marinello, A Pezzuolo Energies 14 (13), 4001, 2021 | 9 | 2021 |
| Cost-effectiveness and performance of optical satellites constellation for Precision Agriculture M Sozzi, A Kayad, D Giora, L Sartori, F Marinello Precision agriculture'19, 501-507, 2019 | 9 | 2019 |
| wGrapeUNIPD-DL: An open dataset for white grape bunch detection M Sozzi, S Cantalamessa, A Cogato, A Kayad, F Marinello Data in Brief 43, 108466, 2022 | 7 | 2022 |
| Water Stress Impacts on Grapevines (Vitis vinifera L.) in Hot Environments: Physiological and Spectral Responses A Cogato, SYY Jewan, L Wu, F Marinello, F Meggio, P Sivilotti, M Sozzi, ... Agronomy 12 (8), 1819, 2022 | 7 | 2022 |
| Measuring comfort behaviours in laying hens using deep-learning tools M Sozzi, G Pillan, C Ciarelli, F Marinello, F Pirrone, F Bordignon, ... Animals 13 (1), 33, 2022 | 6 | 2022 |
Francesco MarinelloResearcher, Department TeSAF (Land, Environment, Agriculture and Forestry)Verified email at unipd.it
