Marco Sozzi

1.2k total citations · 1 hit paper
50 papers, 836 citations indexed

About

Marco Sozzi is a scholar working on Plant Science, Ecology and Global and Planetary Change. According to data from OpenAlex, Marco Sozzi has authored 50 papers receiving a total of 836 indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Plant Science, 22 papers in Ecology and 11 papers in Global and Planetary Change. Recurrent topics in Marco Sozzi's work include Remote Sensing in Agriculture (22 papers), Horticultural and Viticultural Research (19 papers) and Remote Sensing and LiDAR Applications (8 papers). Marco Sozzi is often cited by papers focused on Remote Sensing in Agriculture (22 papers), Horticultural and Viticultural Research (19 papers) and Remote Sensing and LiDAR Applications (8 papers). Marco Sozzi collaborates with scholars based in Italy, Australia and Egypt. Marco Sozzi's co-authors include Francesco Marinello, Ahmed Kayad, Alessia Cogato, Simone Gatto, Francesco Pirotti, Luigi Sartori, Andrea Pezzuolo, James A. Taylor, Bruno Tisseyre and Francelino A. Rodrigues and has published in prestigious journals such as SHILAP Revista de lepidopterología, Sustainability and Remote Sensing.

In The Last Decade

Marco Sozzi

44 papers receiving 819 citations

Hit Papers

Automatic Bunch Detection in White Grape Varieties Using ... 2022 2026 2023 2024 2022 50 100 150
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Automatic Bunch Detection in White Grape Varieties Using YOLOv3, YOLOv4, and YOLOv5 Deep Learning Algorithms
    2022 167 citations Marco Sozzi, Alessia Cogato et al. Agronomy profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Marco Sozzi Italy 14 520 353 159 119 85 50 836
Ahmed Kayad Italy 14 543 1.0× 481 1.4× 255 1.6× 175 1.5× 111 1.3× 33 942
Xiaolei Qiu China 16 507 1.0× 360 1.0× 197 1.2× 129 1.1× 82 1.0× 30 871
Aristotelis C. Tagarakis Greece 19 718 1.4× 343 1.0× 233 1.5× 95 0.8× 106 1.2× 40 1.3k
Alessia Cogato Italy 11 351 0.7× 192 0.5× 87 0.5× 98 0.8× 54 0.6× 26 582
Zhongbin Su China 18 552 1.1× 210 0.6× 116 0.7× 40 0.3× 133 1.6× 71 1.1k
Anna Chlingaryan Australia 10 682 1.3× 481 1.4× 176 1.1× 95 0.8× 209 2.5× 22 1.2k
Yaxiao Niu China 14 449 0.9× 560 1.6× 317 2.0× 176 1.5× 92 1.1× 22 853
Jon Nielsen Denmark 16 614 1.2× 394 1.1× 233 1.5× 96 0.8× 87 1.0× 26 1.1k
Chengming Sun China 21 845 1.6× 505 1.4× 227 1.4× 95 0.8× 279 3.3× 99 1.3k

Countries citing papers authored by Marco Sozzi

Since Specialization
Citations

This map shows the geographic impact of Marco Sozzi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marco Sozzi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marco Sozzi more than expected).

Fields of papers citing papers by Marco Sozzi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marco Sozzi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marco Sozzi. The network helps show where Marco Sozzi may publish in the future.

Co-authorship network of co-authors of Marco Sozzi

This figure shows the co-authorship network connecting the top 25 collaborators of Marco Sozzi. A scholar is included among the top collaborators of Marco Sozzi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marco Sozzi. Marco Sozzi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Sozzi, Marco, et al.. (2025). Assessment of grapevine bunch withering: advances in fruit 3D morphology and colour evaluation. Biosystems Engineering. 254. 104145–104145.
2.
Sozzi, Marco, et al.. (2025). Modelling vegetation phenology in alpine grasslands of North-East Italy integrating microclimatic and meteorological Drivers: A 23-Years Time-Series analysis. Computers and Electronics in Agriculture. 232. 110154–110154. 1 indexed citations
3.
Huang, Qiang, et al.. (2024). Indicators to Digitization Footprint and How to Get Digitization Footprint (Part 2). Computers and Electronics in Agriculture. 224. 109206–109206. 8 indexed citations
4.
Sozzi, Marco, et al.. (2024). On-the-go assessment of the grapevine trunk’s diameter: a comparison of different convolutional neural networks. Computers and Electronics in Agriculture. 229. 109664–109664. 1 indexed citations
5.
Cogato, Alessia, et al.. (2024). Satellite Monitoring of Italian Vineyards and Spatio-Temporal Variability Assessment. AgriEngineering. 6(4). 4107–4134.
6.
Lovat, Lorenzo, et al.. (2023). Improving the Oenological Potential of Grapes for Prosecco PDO Sparkling Wine Thanks to Nitrogen Fertigation. Agronomy. 13(5). 1369–1369. 3 indexed citations
7.
Kayad, Ahmed, et al.. (2023). Headland and Field Edge Performance Assessment Using Yield Maps and Sentinel-2 Images. Sustainability. 15(5). 4516–4516. 4 indexed citations
8.
Sozzi, Marco, et al.. (2023). Combining simulations and field experiments: Effects of subsoiling angle and tillage depth on soil structure and energy requirements. Computers and Electronics in Agriculture. 214. 108323–108323. 10 indexed citations
9.
Sozzi, Marco, et al.. (2022). Automatic Bunch Detection in White Grape Varieties Using YOLOv3, YOLOv4, and YOLOv5 Deep Learning Algorithms. Agronomy. 12(2). 319–319. 167 indexed citations breakdown →
10.
Sozzi, Marco, et al.. (2022). wGrapeUNIPD-DL: An open dataset for white grape bunch detection. Data in Brief. 43. 108466–108466. 12 indexed citations
11.
Kayad, Ahmed, Francelino A. Rodrigues, Marco Sozzi, et al.. (2022). Radiative transfer model inversion using high-resolution hyperspectral airborne imagery – Retrieving maize LAI to access biomass and grain yield. Field Crops Research. 282. 108449–108449. 40 indexed citations
12.
Sozzi, Marco, et al.. (2022). Prevalence of cesarean sections in Swiss Bernese Mountain Dogs (2001–2020) and identification of risk factors. Acta veterinaria Scandinavica. 64(1). 42–42. 3 indexed citations
13.
14.
Sozzi, Marco, et al.. (2021). Connectivity in rural areas: a case study on internet connection in the Italian agricultural areas. Padua Research Archive (University of Padova). 466–470. 2 indexed citations
15.
Cogato, Alessia, Andrea Pezzuolo, Marco Sozzi, & Francesco Marinello. (2020). A sample of Italian vineyards: Landscape and management parameters dataset. SHILAP Revista de lepidopterología. 33. 106589–106589. 7 indexed citations
16.
Kayad, Ahmed, Marco Sozzi, Simone Gatto, Francesco Marinello, & Francesco Pirotti. (2019). Monitoring Within-Field Variability of Corn Yield using Sentinel-2 and Machine Learning Techniques. Remote Sensing. 11(23). 2873–2873. 125 indexed citations
17.
Sozzi, Marco, et al.. (2019). Cost-effectiveness and performance of optical satellites constellation for Precision Agriculture. Research Padua Archive (University of Padua). 501–507. 10 indexed citations
18.
Sozzi, Marco, Ahmed Kayad, Andrea Pezzuolo, et al.. (2018). Comparison Between Different Spatial Resolution Satellites Images For Viticulture. Research Padua Archive (University of Padua). 297–302. 2 indexed citations
19.
20.
Bonati, Claudio, Massimo D’Elia, G. Lamanna, & Marco Sozzi. (2015). Proceedings of the GPU Computing in High-Energy Physics 2014 Conference (GPUHEP2014). CINECA IRIS Institutial research information system (University of Pisa). 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Ahmed Kayad Breakdown of academic impact, for papers by Xiaolei Qiu Breakdown of academic impact, for papers by Aristotelis C. Tagarakis Breakdown of academic impact, for papers by Alessia Cogato Breakdown of academic impact, for papers by Zhongbin Su Breakdown of academic impact, for papers by Anna Chlingaryan Breakdown of academic impact, for papers by Yaxiao Niu Breakdown of academic impact, for papers by Jon Nielsen Breakdown of academic impact, for papers by Chengming Sun
Rankless by CCL
2026