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Overview of BirdCLEF 2024: Acoustic identification of under-studied bird species in the Western Ghats. Kahl Stefan, Denton Tom, Klinck Holger, Ramesh Vijay, Joshi Viral, Srivathsa Meghana, Anand Akshay, Arvind Chiti, Cp Harikrishnan, Sawant Suyash, Vv Robin, Glotin Hervé, Goeau Hervé, Vellinga Willem-Pier, Planqué Robert, Joly Alexis. 2024. In : Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024). Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Galuščáková Petra (ed.), García Seco de Herrera Alba (ed.). Aachen : CEUR-WS, 1948-1957. Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9 Septembre 2024/12 Septembre 2024.

Overview of GeoLifeCLEF 2024: Species composition prediction with high spatial resolution at continental scale using remote sensing. Picek Lukáš, Botella Christophe, Servajean Maximilien, Leblanc César, Palard Rémi, Larcher Théo, Deneu Benjamin, Marcos Diego, Estopinan Joaquim, Bonnet Pierre, Joly Alexis. 2024. In : Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024). Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Galuščáková Petra (ed.), García Seco de Herrera Alba (ed.). Aachen : CEUR-WS, 1966-1977. (CEUR Workshop Proceedings, 3740) Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9 Septembre 2024/12 Septembre 2024.

Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images⋆. Goeau Hervé, Espitalier Vincent, Bonnet Pierre, Joly Alexis. 2024. In : Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024). Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Galuščáková Petra (ed.), García Seco de Herrera Alba (ed.). Aachen : CEUR-WS, 1978-1988. (CEUR Workshop Proceedings, 3740) Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9 Septembre 2024/12 Septembre 2024.

Overview of BirdCLEF 2023: Automated bird species identification in Eastern Africa. Kahl Stefan, Denton Tom, Klinck Holger, Reers Hendrik, Cherutich Francis, Glotin Hervé, Goeau Hervé, Vellinga Willem-Pier, Planqué Robert, Joly Alexis. 2023. In : Working notes of the Conference and Labs of the Evaluation Forum (CLEF 2023). Aliannejadi Mohammad (ed.), Faggiolo Guglielmo (ed.), Ferro Nicola (ed.), Vlachos Michalis (ed.). Aachen : CEUR-WS, 1934-1942. (CEUR Workshop Proceedings, 3497, 3497) Conference and Labs of the Evaluation Forum (CLEF-WN 2023). 24, Thessaloniki, Grèce, 18 Septembre 2023/21 Septembre 2023.

Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings. Kahl Stefan, Navine Amanda, Denton Tom, Klinck Holger, Hart Patrick, Glotin Hervé, Goeau Hervé, Vellinga Willem-Pier, Planqué Robert, Joly Alexis. 2022. In : Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Hanbury Allan (ed.), Potthast Martin (ed.). Aachen : CEUR-WS, 1929-1939. (CEUR Workshop Proceedings, 3180) Conference and Labs of the Evaluation Forum (CLEF 2022), Bologne, Italie, 5 Septembre 2022/8 Septembre 2022.

Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic data. Lorieul Titouan, Cole Elijah, Deneu Benjamin, Servajean Maximilien, Bonnet Pierre, Joly Alexis. 2022. In : Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Hanbury Allan (ed.), Potthast Martin (ed.). Aachen : CEUR-WS, 1940-1956. (CEUR Workshop Proceedings, 3180) Conference and Labs of the Evaluation Forum (CLEF 2022), Bologne, Italie, 5 Septembre 2022/8 Septembre 2022.

Overview of PlantCLEF 2022: Image-based plant identification at global scale. Goeau Hervé, Bonnet Pierre, Joly Alexis. 2022. In : Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Hanbury Allan (ed.), Potthast Martin (ed.). Aachen : CEUR-WS, 1916-1928. (CEUR Workshop Proceedings, 3180) Conference and Labs of the Evaluation Forum (CLEF 2022), Bologne, Italie, 5 Septembre 2022/8 Septembre 2022.

Tree species diversity analysis using species distribution models: A Faidherbia albida parkland case study in Senegal. Ndao Babacar, Leroux Louise, Hema Aboubacar, Diouf Abdoul Aziz, Bégué Agnès, Sambou Bienvenu. 2022. Ecological Indicators, 144:109443, 16 p.

Overview of BirdCLEF 2021: Bird call identification in soundscape recordings. Kahl Stefan, Denton Tom, Klinck Holger, Glotin Hervé, Goeau Hervé. 2021. In : Proceedings of the Working Notes of CLEF 2021. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Joly Alexis (ed.), Maistro Maria (ed.), Piroi Florina (ed.). s.l. : CEUR-WS, 1437-1450. (CEUR Workshop Proceedings, 2936) Conference and Labs of the Evaluation Forum (CLEF 2021). 12, Bucharest, Roumanie, 21 Septembre 2021/24 Septembre 2021.

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images. Lorieul Titouan, Cole Elijah, Deneu Benjamin, Servajean Maximilien, Bonnet Pierre, Joly Alexis. 2021. In : CEUR Workshop Proceedings. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Joly Alexis (ed.), Maistro Maria (ed.), Piroi Florina (ed.). s.l. : CEUR-WS, 1451-1462. (CEUR Workshop Proceedings, 2936) Conference and Labs of the Evaluation Forum (CLEF 2021), Bucharest, Roumanie, 21 Septembre 2021/24 Septembre 2021.

Overview of PlantCLEF 2021: Cross-domain plant identification. Goeau Hervé, Bonnet Pierre, Joly Alexis. 2021. In : Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum. Faggioli Guglielmo (ed.), Ferro Nicola (ed.), Joly Alexis (ed.), Maistro Maria (ed.), Piroi Florina (ed.). s.l. : CEUR-WS, 1422-1436. (CEUR Workshop Proceedings, 2936) Conference and Labs of the Evaluation Forum (CLEF 2021), Bucharest, Roumanie, 21 Septembre 2021/24 Septembre 2021.

Biodiversity information retrieval through large scale content-based identification: a long-term evaluation. Joly Alexis, Goeau Hervé, Glotin Hervé, Spampinato Concetto, Bonnet Pierre, Vellinga Willem-Pier, Lombardo Jean-Christophe, Planqué Robert, Palazzo Simone, Müller Henning. 2019. In : Information retrieval evaluation in a changing world: lessons learned from 20 years of CLEF. Ferro Nicola (ed.), Peters Carol (ed.). Cham : Springer, 389-413. (The Information Retrieval Series, 41, 41) ISBN 978-3-030-22947-4