| Prediction of potato crop yield using precision agriculture techniques KA Al-Gaadi, AA Hassaballa, EK Tola, AG Kayad, R Madugundu, ... PloS one 11 (9), e0162219, 2016 | 229 | 2016 |
| 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 | 210 | 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 | 182 | 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 | 76 | 2020 |
| Assessing the spatial variability of alfalfa yield using satellite imagery and ground-based data AG Kayad, KA Al-Gaadi, EK Tola, R Madugundu, AM Zeyada, ... PLoS One 11 (6), e0157166, 2016 | 68 | 2016 |
| 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 | 64 | 2022 |
| 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 | 63 | 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 | 61 | 2021 |
| Characterization of spatial variability of soil physicochemical properties and its impact on Rhodes grass productivity E Tola, KA Al-Gaadi, R Madugundu, AM Zeyada, AG Kayad, CM Biradar Saudi journal of biological sciences 24 (2), 421-429, 2017 | 56 | 2017 |
| Latest advances in sensor applications in agriculture A Kayad, DS Paraforos, F Marinello, S Fountas Agriculture 10 (8), 362, 2020 | 48 | 2020 |
| 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 | 41 | 2022 |
| Estimation of gross primary production of irrigated maize using Landsat-8 imagery and Eddy Covariance data R Madugundu, KA Al-Gaadi, EK Tola, AG Kayad, CS Jha Saudi Journal of Biological Sciences 24 (2), 410-420, 2017 | 41 | 2017 |
| Utilization of Landsat-8 data for the estimation of carrot and maize crop water footprint under the arid climate of Saudi Arabia R Madugundu, KA Al-Gaadi, EK Tola, AA Hassaballa, AG Kayad PLoS One 13 (2), e0192830, 2018 | 34 | 2018 |
| 22. 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 | 21 | 2021 |
| 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 | 19 | 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 | 13 | 2022 |
| 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 | 12 | 2020 |
| Characterization of the spatial variability of surface topography and moisture content and its influence on potato crop yield KA Al-Gaadi, AA Hassaballa, EK Tola, AG Kayad, R Madugundu, F Assiri, ... International Journal of Remote Sensing 39 (23), 8572-8590, 2018 | 12 | 2018 |
| Assessing topsoil movement in rotary harrowing process by RFID (Radio-Frequency Identification) technique A Kayad, R Rainato, L Picco, L Sartori, F Marinello Agriculture 9 (8), 184, 2019 | 10 | 2019 |
| 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 | 10 | 2019 |
Francesco MarinelloResearcher, Department TeSAF (Land, Environment, Agriculture and Forestry)Email được xác minh tại unipd.it