Alexis Joly

5.2k total citations · 1 hit paper
85 papers, 1.8k citations indexed

About

Alexis Joly is a scholar working on Ecological Modeling, Ecology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Alexis Joly has authored 85 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 40 papers in Ecological Modeling, 27 papers in Ecology and 26 papers in Computer Vision and Pattern Recognition. Recurrent topics in Alexis Joly's work include Species Distribution and Climate Change (40 papers), Advanced Image and Video Retrieval Techniques (24 papers) and Smart Agriculture and AI (18 papers). Alexis Joly is often cited by papers focused on Species Distribution and Climate Change (40 papers), Advanced Image and Video Retrieval Techniques (24 papers) and Smart Agriculture and AI (18 papers). Alexis Joly collaborates with scholars based in France, Italy and United States. Alexis Joly's co-authors include Pierre Bonnet, Olivier Buisson, Hervé Goëau, Carl Frélicot, Sue Han Lee, Erick Mata‐Montero, Nozha Boujemaa, Julien Champ, François Munoz and Christophe Botella and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and New Phytologist.

In The Last Decade

Alexis Joly

76 papers receiving 1.7k citations

Hit Papers

align trajectories

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.

New perspectives on plant disease characterization based on deep learning

2020 226 citations Hervé Goëau, Pierre Bonnet et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Alexis Joly France	20	658	523	462	406	228	85	1.8k
Volker Steinhage Germany	19	354 0.5×	367 0.7×	101 0.2×	258 0.6×	260 1.1×	51	1.4k
Jana Wäldchen Germany	19	600 0.9×	89 0.2×	424 0.9×	505 1.2×	318 1.4×	40	1.6k
Hanno Scharr Germany	25	2.1k 3.2×	410 0.8×	66 0.1×	870 2.1×	74 0.3×	87	2.9k
Hervé Goëau France	12	630 1.0×	61 0.1×	277 0.6×	282 0.7×	176 0.8×	44	1.0k
Marco Seeland Germany	14	227 0.3×	73 0.1×	164 0.4×	139 0.3×	115 0.5×	30	856
Grant Van Horn United States	11	94 0.1×	855 1.6×	249 0.5×	284 0.7×	84 0.4×	17	1.8k
Benjamin Kellenberger Switzerland	13	102 0.2×	395 0.8×	202 0.4×	443 1.1×	59 0.3×	27	1.2k
Michael Rzanny Germany	17	335 0.5×	40 0.1×	267 0.6×	283 0.7×	282 1.2×	32	928
Chengjun Xie China	24	1.6k 2.4×	430 0.8×	76 0.2×	242 0.6×	55 0.2×	86	2.3k

Countries citing papers authored by Alexis Joly

Since Specialization

Citations

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

Fields of papers citing papers by Alexis Joly

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Alexis Joly

This figure shows the co-authorship network connecting the top 25 collaborators of Alexis Joly. A scholar is included among the top collaborators of Alexis Joly 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 Alexis Joly. Alexis Joly is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Joly, Alexis, et al.. (2025). From Presence‐Only to Abundance Species Distribution Models Using Transfer Learning. Ecology Letters. 28(7). e70177–e70177.

Marcos, Diego, Ioannis N. Athanasiadis, Pierre Bonnet, et al.. (2025). Fully automatic extraction of morphological traits from the web: Utopia or reality?. Applications in Plant Sciences. 13(3). e70005–e70005. 4 indexed citations

Bonnet, Pierre, et al.. (2025). Using reflectance spectra and Pl@ntNet to identify herbarium specimens: a case study with Lithocarpus. New Phytologist. 1 indexed citations

Bonnet, Pierre, et al.. (2024). Detecting flowers on imagery with computer vision to improve continental scale grassland biodiversity surveying. SHILAP Revista de lepidopterología. 5(2). 2 indexed citations

Porcher, Emmanuelle, Pierre Bonnet, Christian Damgaard, et al.. (2024). Can we harmonize the monitoring of plants and pollinators?. New Phytologist. 244(1). 39–42. 1 indexed citations

Elliott, Bruce S., et al.. (2023). GEOAI FOR MARINE ECOSYSTEM MONITORING: A COMPLETE WORKFLOW TO GENERATE MAPS FROM AI MODEL PREDICTIONS. SHILAP Revista de lepidopterología. XLVIII-4/W7-2023. 223–230. 2 indexed citations

Høye, Toke T., Tom August, Mario V. Balzan, et al.. (2023). Modern Approaches to the Monitoring of Biоdiversity (MAMBO). SHILAP Revista de lepidopterología. 9. 5 indexed citations

Δασκολιά, Μαρία, et al.. (2022). INTEGRATING CITIZEN OBSERVATORIES INTO SCHOOL ENVIRONMENTAL EDUCATION FOR SUSTAINABILITY: DESIGN AND EVALUATION OF A CASE STUDY ENGAGING STUDENTS WITH PL@NTNET AND ODOURCOLLECT. ICERI proceedings. 1. 5479–5489.

Woods, Sasha, Μαρία Δασκολιά, Alexis Joly, et al.. (2022). How Networks of Citizen Observatories Can Increase the Quality and Quantity of Citizen-Science-Generated Data Used to Monitor SDG Indicators. Sustainability. 14(7). 4078–4078. 12 indexed citations

10.

Botella, Christophe, Alexis Joly, Pierre Bonnet, François Munoz, & Pascal Monestiez. (2021). Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence‐only data. Methods in Ecology and Evolution. 12(5). 933–945. 8 indexed citations

11.

Bonnet, Pierre, et al.. (2021). Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus. Plants. 10(11). 2471–2471. 8 indexed citations

12.

Servajean, Maximilien, et al.. (2021). Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment. PLoS Computational Biology. 17(4). e1008856–e1008856. 54 indexed citations

13.

Kahl, Stefan, Tom Denton, Holger Klinck, et al.. (2021). Overview of BirdCLEF 2021: Bird call identification in soundscape recordings.. Agritrop (Cirad). 1437–1450. 10 indexed citations

14.

Champ, Julien, et al.. (2020). Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots. Applications in Plant Sciences. 8(7). e11373–e11373. 90 indexed citations

15.

Botella, Christophe, Alexis Joly, Pascal Monestiez, Pierre Bonnet, & François Munoz. (2020). Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection. PLoS ONE. 15(5). e0232078–e0232078. 36 indexed citations

16.

Goëau, Hervé, Julien Champ, Susan J. Mazer, et al.. (2020). A new fine‐grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction. Applications in Plant Sciences. 8(6). e11368–e11368. 29 indexed citations

17.

Goëau, Hervé, et al.. (2020). Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020.. 1 indexed citations

18.

Goëau, Hervé, et al.. (2019). Accelerating the Automated Detection, Counting and Measurements of Reproductive Organs in Herbarium Collections in the Era of Deep Learning. Biodiversity Information Science and Standards. 3. 5 indexed citations

19.

Goëau, Hervé, Pierre Bonnet, Alexis Joly, et al.. (2012). The ImageCLEF 2012 Plant Identification Task.. HAL (Le Centre pour la Communication Scientifique Directe). 13 indexed citations

20.

Joly, Alexis, Julien Law-To, & Nozha Boujemaa. (2008). INRIA-IMEDIA TRECVID 2008: Video Copy Detection. TRECVID. 9 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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