Sergio Marconi

1.5k total citations
20 papers, 789 citations indexed

About

Sergio Marconi is a scholar working on Ecology, Ecological Modeling and Environmental Engineering. According to data from OpenAlex, Sergio Marconi has authored 20 papers receiving a total of 789 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Ecology, 11 papers in Ecological Modeling and 11 papers in Environmental Engineering. Recurrent topics in Sergio Marconi's work include Species Distribution and Climate Change (11 papers), Remote Sensing in Agriculture (11 papers) and Remote Sensing and LiDAR Applications (11 papers). Sergio Marconi is often cited by papers focused on Species Distribution and Climate Change (11 papers), Remote Sensing in Agriculture (11 papers) and Remote Sensing and LiDAR Applications (11 papers). Sergio Marconi collaborates with scholars based in United States, Italy and United Kingdom. Sergio Marconi's co-authors include Ethan P. White, Ben Weinstein, Stephanie Bohlman, Alina Zare, Lucia Perugini, Luca Caporaso, Nathalie de Noblet‐Ducoudré, Alessandro Cescatti, Benjamín Quesada and Joanna I. House and has published in prestigious journals such as Remote Sensing of Environment, IEEE Transactions on Geoscience and Remote Sensing and PLoS Biology.

In The Last Decade

Sergio Marconi

20 papers receiving 774 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Sergio Marconi United States 10 408 407 338 136 117 20 789
Annett Frick Germany 11 412 1.0× 366 0.9× 252 0.7× 60 0.4× 112 1.0× 23 691
Camile Söthe Brazil 10 431 1.1× 394 1.0× 186 0.6× 84 0.6× 76 0.6× 23 658
Tatjana Koukal Austria 8 613 1.5× 465 1.1× 257 0.8× 110 0.8× 164 1.4× 12 803
Stefanie Holzwarth Germany 13 324 0.8× 259 0.6× 223 0.7× 117 0.9× 69 0.6× 46 600
Geoffrey A. Fricker United States 13 317 0.8× 310 0.8× 213 0.6× 260 1.9× 115 1.0× 24 626
Oumer S. Ahmed Canada 15 556 1.4× 505 1.2× 299 0.9× 172 1.3× 108 0.9× 18 787
Yuanyong Dian China 15 357 0.9× 268 0.7× 170 0.5× 90 0.7× 46 0.4× 43 594
Aneta Modzelewska Poland 8 681 1.7× 611 1.5× 237 0.7× 187 1.4× 237 2.0× 9 963
Guillaume Drolet Canada 13 793 1.9× 367 0.9× 726 2.1× 68 0.5× 103 0.9× 23 958
Ewa Grabska‐Szwagrzyk Poland 11 384 0.9× 303 0.7× 259 0.8× 143 1.1× 146 1.2× 16 620

Countries citing papers authored by Sergio Marconi

Since Specialization
Citations

This map shows the geographic impact of Sergio Marconi'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 Sergio Marconi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sergio Marconi more than expected).

Fields of papers citing papers by Sergio Marconi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sergio Marconi. 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 Sergio Marconi. The network helps show where Sergio Marconi may publish in the future.

Co-authorship network of co-authors of Sergio Marconi

This figure shows the co-authorship network connecting the top 25 collaborators of Sergio Marconi. A scholar is included among the top collaborators of Sergio Marconi 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 Sergio Marconi. Sergio Marconi 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.
Weinstein, Ben, Sergio Marconi, Alina Zare, et al.. (2024). Individual canopy tree species maps for the National Ecological Observatory Network. PLoS Biology. 22(7). e3002700–e3002700. 4 indexed citations
2.
Graves, Sarah, Sergio Marconi, Ben Weinstein, et al.. (2023). Data science competition for cross-site individual tree species identification from airborne remote sensing data. PeerJ. 11. e16578–e16578. 2 indexed citations
3.
Weinstein, Ben, Sergio Marconi, Sarah Graves, et al.. (2023). Capturing long‐tailed individual tree diversity using an airborne imaging and a multi‐temporal hierarchical model. Remote Sensing in Ecology and Conservation. 9(5). 656–670. 8 indexed citations
4.
Marconi, Sergio, et al.. (2023). Improving Rare Tree Species Classification Using Domain Knowledge. IEEE Geoscience and Remote Sensing Letters. 20. 1–5. 4 indexed citations
5.
6.
Marconi, Sergio, Ben Weinstein, Sarah Graves, et al.. (2022). Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–19. 8 indexed citations
7.
Marconi, Sergio, Ben Weinstein, Stephanie Bohlman, et al.. (2022). Continental-scale hyperspectral tree species classification in the United States National Ecological Observatory Network. Remote Sensing of Environment. 282. 113264–113264. 36 indexed citations
8.
Marconi, Sergio, Sarah Graves, Ben Weinstein, Stephanie Bohlman, & Ethan P. White. (2021). Estimating individual‐level plant traits at scale. Ecological Applications. 31(4). e02300–e02300. 9 indexed citations
9.
Kitzes, Justin, Rachael E. Blake, Sara Bombaci, et al.. (2021). Expanding NEON biodiversity surveys with new instrumentation and machine learning approaches. Ecosphere. 12(11). 7 indexed citations
10.
Weinstein, Ben, Sarah Graves, Sergio Marconi, et al.. (2021). A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network. PLoS Computational Biology. 17(7). e1009180–e1009180. 28 indexed citations
11.
Weinstein, Ben, et al.. (2020). DeepForest: A Python package for RGB deep learning tree crown delineation. Methods in Ecology and Evolution. 11(12). 1743–1751. 67 indexed citations
12.
Taylor, Shawn D. & Sergio Marconi. (2020). Rethinking global carbon storage potential of trees. A comment on Bastin et al. (2019). Annals of Forest Science. 77(2). 6 indexed citations
13.
Marconi, Sergio. (2020). MarconiS/Estimating-individual-level-plant-traits-at-scale: Estimating individual level plant traits at scale. Zenodo (CERN European Organization for Nuclear Research). 1 indexed citations
14.
Weinstein, Ben, Sergio Marconi, Stephanie Bohlman, Alina Zare, & Ethan P. White. (2020). Cross-site learning in deep learning RGB tree crown detection. Ecological Informatics. 56. 101061–101061. 103 indexed citations
15.
Weinstein, Ben, Sergio Marconi, Stephanie Bohlman, Alina Zare, & Ethan P. White. (2019). Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks. Remote Sensing. 11(11). 1309–1309. 187 indexed citations
16.
Marconi, Sergio, Sarah Graves, Dihong Gong, et al.. (2019). A data science challenge for converting airborne remote sensing data into ecological information. PeerJ. 6. e5843–e5843. 32 indexed citations
17.
Perugini, Lucia, Luca Caporaso, Sergio Marconi, et al.. (2017). Biophysical effects on temperature and precipitation due to land cover change. Environmental Research Letters. 12(5). 53002–53002. 195 indexed citations
18.
Marconi, Sergio, Tommaso Chiti, Angelo Nolè, Riccardo Valentini, & Alessio Collalti. (2017). The Role of Respiration in Estimation of Net Carbon Cycle: Coupling Soil Carbon Dynamics and Canopy Turnover in a Novel Version of 3D-CMCC Forest Ecosystem Model. Forests. 8(6). 220–220. 21 indexed citations
19.
Collalti, Alessio, Sergio Marconi, Andreas Ibrom, et al.. (2016). Validation of 3D-CMCC Forest Ecosystem Model (v.5.1) against eddy covariance data for 10 European forest sites. Geoscientific model development. 9(2). 479–504. 38 indexed citations
20.
Laurin, Gaia Vaglio, Tommaso Chiti, Arianna Di Paola, et al.. (2016). Does degradation from selective logging and illegal activities differently impact forest resources? A case study in Ghana. iForest - Biogeosciences and Forestry. 9(3). 354–362. 31 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.

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