Marco Sozzi

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Coauteurs

Francesco MarinelloResearcher, Department TeSAF (Land, Environment, Agriculture and Forestry)Adresse e-mail validée de unipd.it
Ahmed KayadUniversity of CaliforniaAdresse e-mail validée de ucdavis.edu
Alessia CogatoUniversità di PadovaAdresse e-mail validée de phd.unipd.it
Luigi SartoriProfessor of agricultural mechanization, University of PadovaAdresse e-mail validée de unipd.it
Alessandro ZanchinPhD Student, University of PaduaAdresse e-mail validée de studenti.unipd.it
Francesco PirottiDept. TESAF, CIRGEO, University of PadovaAdresse e-mail validée de unipd.it
Stefano GrigolatoUniversity of PadovaAdresse e-mail validée de unipd.it
James TaylorResearch Scientist (Directeur de Recherche), INRAE, University of MontpellierAdresse e-mail validée de inrae.fr
bruno tisseyreprofesseur agriculture de précision montpellier supagroAdresse e-mail validée de supagro.fr
Vinay PagayUniversity of AdelaideAdresse e-mail validée de adelaide.edu.au
Franco Meggio, PhDDept. of Agronomy Food Natural resources Animals and Environment (DAFNAE) - University of PadovaAdresse e-mail validée de unipd.it
Yafit CohenResearch scientist in Agricultural research organization, IsraelAdresse e-mail validée de volcani.agri.gov.il
Dimitrios S. ParaforosGeisenheim University, Department of Agricultural EngineeringAdresse e-mail validée de hs-gm.de
Brett WhelanA/Prof in Precision Agriculture, University of SydneyAdresse e-mail validée de sydney.edu.au
Spyros FountasAgricultural University of AthensAdresse e-mail validée de aua.gr
Stefano GobboPh.D Student, Università degli Studi di PadovaAdresse e-mail validée de studenti.unipd.it
Marie WeissINRAEAdresse e-mail validée de inrae.fr
Claus Aage Grøn SørensenProfessor, Operations ManagementAdresse e-mail validée de eng.au.dk
Roberta De BeiPlant and Food Research AustraliaAdresse e-mail validée de plantandfood.com.au
Claudia CiarelliUniversity of Padua, ItalyAdresse e-mail validée de studenti.unipd.it

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Marco Sozzi

Research Assistant, Dept. Land Environment Agriculture and Forestry, University of Padova

Adresse e-mail validée de unipd.it - Page d'accueil

Precision Agriculture Viticulture Remote Sensing Object Detection


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	213	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	179	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	75	2020
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	64	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	60	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	55	2018
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	39	2022
A mixed-autonomous robotic platform for intra-row and inter-row weed removal for precision agriculture F Visentin, S Cremasco, M Sozzi, L Signorini, M Signorini, F Marinello, ... Computers and Electronics in Agriculture 214, 108270, 2023	34	2023
The Segment Anything Model (SAM) for accelerating the smart farming revolution A Carraro, M Sozzi, F Marinello Smart agricultural technology 6, 100367, 2023	32	2023
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	29	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	22	2020
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
A sample of Italian vineyards: Landscape and management parameters dataset A Cogato, A Pezzuolo, M Sozzi, F Marinello Data in brief 33, 106589, 2020	13	2020
Combining simulations and field experiments: Effects of subsoiling angle and tillage depth on soil structure and energy requirements K Liu, M Sozzi, F Gasparini, F Marinello, L Sartori Computers and Electronics in Agriculture 214, 108323, 2023	12	2023
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	12	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	12	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

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