Overview of lifeclef 2022: an evaluation of machine-learning based species identification and species distribution prediction A Joly, H Goëau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ... International Conference of the Cross-Language Evaluation Forum for European …, 2022 | 59 | 2022 |
Overview of lifeclef 2020: a system-oriented evaluation of automated species identification and species distribution prediction A Joly, H Goëau, S Kahl, B Deneu, M Servajean, E Cole, L Picek, ... International Conference of the Cross-Language Evaluation Forum for European …, 2020 | 52 | 2020 |
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment B Deneu, M Servajean, P Bonnet, C Botella, F Munoz, A Joly PLoS computational biology 17 (4), e1008856, 2021 | 47 | 2021 |
How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools P Bonnet, A Joly, JM Faton, S Brown, D Kimiti, B Deneu, M Servajean, ... Ecological Solutions and Evidence 1 (2), e12023, 2020 | 37 | 2020 |
The geolifeclef 2020 dataset E Cole, B Deneu, T Lorieul, M Servajean, C Botella, D Morris, N Jojic, ... arXiv preprint arXiv:2004.04192, 2020 | 35 | 2020 |
Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data. T Lorieul, E Cole, B Deneu, M Servajean, P Bonnet, A Joly CLEF (Working Notes), 1940-1956, 2022 | 17 | 2022 |
Location-based species recommendation using co-occurrences and environment-GeoLifeCLEF 2018 challenge B Deneu, M Servajean, C Botella, A Joly CLEF 2018-Conference and Labs of the Evaluation Forum 2125 (119), 2018 | 15 | 2018 |
Overview of lifeclef 2023: evaluation of ai models for the identification and prediction of birds, plants, snakes and fungi A Joly, C Botella, L Picek, S Kahl, H Goëau, B Deneu, D Marcos, ... International Conference of the Cross-Language Evaluation Forum for European …, 2023 | 14 | 2023 |
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images. T Lorieul, E Cole, B Deneu, M Servajean, P Bonnet, A Joly CLEF (Working Notes), 1451-1462, 2021 | 13 | 2021 |
Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF) B Deneu, T Lorieul, E Cole, M Servajean, C Botella, P Bonnet, A Joly CEUR-WS, 2020 | 12 | 2020 |
Lifeclef 2022 teaser: An evaluation of machine-learning based species identification and species distribution prediction A Joly, H Goëau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ... European Conference on Information Retrieval, 390-399, 2022 | 11 | 2022 |
Very high resolution species distribution modeling based on remote sensing imagery: how to capture fine-grained and large-scale vegetation ecology with convolutional neural … B Deneu, A Joly, P Bonnet, M Servajean, F Munoz Frontiers in plant science 13, 839279, 2022 | 10 | 2022 |
Evaluation of deep species distribution models using environment and co-occurrences B Deneu, M Servajean, C Botella, A Joly Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th …, 2019 | 10 | 2019 |
Participation of LIRMM/Inria to the GeoLifeCLEF 2020 challenge B Deneu, M Servajean, P Bonnet, F Munoz, A Joly | 8 | 2020 |
LifeCLEF 2020 teaser: biodiversity identification and prediction challenges A Joly, H Goëau, S Kahl, C Botella, R Ruiz De Castaneda, H Glotin, ... European Conference on Information Retrieval, 542-549, 2020 | 4 | 2020 |
Overview of GeoLifeCLEF 2023: Species composition prediction with high spatial resolution at continental scale using remote sensing C Botella, B Deneu, DM Gonzalez, M Servajean, T Larcher, C Leblanc, ... CLEF 2023: Conference and Labs of the Evaluation Forum, 2023 | 3 | 2023 |
Pl@ ntNet services, a contribution to the monitoring and sharing of information on the world flora P Bonnet, J Champ, H Goëau, FR Stöter, B Deneu, M Servajean, ... Biodiversity Information Science and Standards 4, e58933, 2020 | 3 | 2020 |
The GeoLifeCLEF 2023 Dataset to evaluate plant species distribution models at high spatial resolution across Europe C Botella, B Deneu, D Marcos, M Servajean, J Estopinan, T Larcher, ... arXiv preprint arXiv:2308.05121, 2023 | 2 | 2023 |
Pl@ ntNet, ten years of automatic plant identification and monitoring A Joly, A Affouard, M Chouet, B Deneu, J Estopinan, H Goëau, H Gresse, ... IUCN-Congrès mondial de la nature, 2021 | 2 | 2021 |
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges A Joly, H Goëau, E Cole, S Kahl, L Picek, H Glotin, B Deneu, M Servajean, ... European Conference on Information Retrieval, 601-607, 2021 | 2 | 2021 |