Library

2023 | Journal paper

Hierarchical classification of insects with multitask learning and anomaly detection

Authors: Kim Bjerge, Quentin Geissmann, Jamie Alison, Hjalte M.R. Mann, Toke T. Høye, Mads Dyrmann, Henrik Karstoft

Status: Published

Journal: Ecological Informatics

Volume/Issue: Volume 77

Publisher: Elsevier

URL/DOI: https://www.sciencedirect.com/science/article/pii/S1574954123003072

2023 | Journal paper

Performance, effectiveness and computational efficiency of powerline extraction methods for quantifying ecosystem structure from light detection and ranging

Authors: W.D.Kissling, Yifang Shi

Status: Published

Journal: GIScience & Remote Sensing

Volume/Issue: 60:1

Publisher: Taylor and Francis Group

URL/DOI: https://doi.org/10.1080/15481603.2023.2260637

Download (12.85 MB)

2023 | Proceedings paper

Comparison between transformers and convolutional models for fine-grained classification of insects

Authors: Rita Pucci, Vincent J. Kalkman, Dan Stowell

Status: Published

Journal: Workshop Camera Traps, AI and Ecology

Proceedings: Workshop Camera Traps, AI and Ecology

Publisher: Computer Vision Group Jena

URL/DOI: https://inf-cv.uni-jena.de/wordpress/wp-content/uploads/2023/09/Talk-14-Rita-Pucci.pdf

2023 | Proceedings paper

Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service

Authors: Pierre Bonnet, Antoine A.A. Affouard, Jean-Christophe J.-C. Lombardo, Mathias Chouet, Hugo Gresse, Vanessa Hequet, Remi Palard, Maxime Fromholtz, Vincent Espitalier, Hervé H.G. Goëau, Benjamin Deneu, Christophe Botella, Joaquim Estopinan, César Leblanc, Maximilien Servajean, François Munoz, Alexis A.J. Joly

Status: Published

Proceedings: Biodiversity Information Science and Standards

Publisher: Pensoft Publishers

URL/DOI: https://biss.pensoft.net/article/112545/

2023 | Proceedings paper

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi

Authors: Alexis Joly, Hervé Goëau, Stefan Kahl, Lukáš Picek, Christophe Botella, Diego Marcos, Milan Šulc, Marek Hrúz, Titouan Lorieul, Sara Si Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller

Status: Published

Proceedings: Experimental IR Meets Multilinguality, Multimodality, and Interaction

Publisher: Springer

URL/DOI: https://hal.science/hal-04322219/

2023 | Journal paper

Which metrics derived from airborne laser scanning are essential to measure the vertical profile of ecosystems?

Authors: W.D. Kissling, Yifang Shi

Status: Published

Journal: Diversity and Distributions

Volume/Issue: 00

Pages: 1–6.

URL/DOI: https://doi.org/10.1111/ddi.13760

Download (5.19 MB)

2023 | Deliverable

The GeoLifeCLEF 2023 Dataset to evaluate plant species distribution models at high spatial resolution across Europe

Authors: Christophe Botella, Benjamin Deneu, Diego Marcos, Maximilien Servajean, Joaquim Estopinan, Théo Larcher, César Leblanc, Pierre Bonnet, Alexis Joly

Status: Approved

URL/DOI: https://hal.science/hal-04152362/

2023 | Proceedings paper

Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale

Authors: Hervé Goëau, Pierre Bonnet, Alexis Joly

Status: Published

Proceedings: Working Notes of the Conference and Labs of the Evaluation Forum

Publisher: CEUR-WS

URL/DOI: https://hal.science/hal-04345310/

2023 | Proceedings paper

Overview of GeoLifeCLEF 2023: Species composition prediction with high spatial resolution at continental scale using remote sensing

Authors: Christophe Botella, Benjamin Deneu, Diego Marcos, Maximilien Servajean, Théo Larcher, César Leblanc, Joaquim Estopinan, Pierre Bonnet, Alexis Joly

Status: Published

Proceedings: Working Notes of the Conference and Labs of the Evaluation Forum

Publisher: CEUR-WS

URL/DOI: https://hal.science/hal-04322255/

2023 | Journal paper

Accurate detection and identification of insects from camera trap images with deep learning

Authors: Kim Bjerge, Jamie Alison, Mads Dyrmann, Carsten Eie Frigaard, Hjalte M. R. Mann, Toke Thomas Høye

Status: Published

Journal: PLOS Sustainability and Transformation

Volume/Issue: 2(3): e0000051

Pages: 18

URL/DOI: https://doi.org/10.1371/journal.pstr.0000051

Download (3.08 MB)

2023 | Journal paper

Country-wide data of ecosystem structure from the third Dutch airborne laser scanning survey

Authors: W. Daniel Kissling, Yifang Shi, Zsófia Koma, Christiaan Meije, Ou Ku, Francesco Nattino, Arie C. Seijmonsbergen, Meiert W. Grootes

Status: Published

Journal: Data in Brief

Volume/Issue: Volume 46

Pages: 17

URL/DOI: https://doi.org/10.1016/j.dib.2022.108798

Download (1.81 MB)

2022 | Journal paper

Laserfarm – A high-throughput workflow for generating geospatial data products of ecosystem structure from airborne laser scanning point clouds

Authors: W. Daniel Kissling, Yifang Shi, Zsófia Koma, Christiaan Meijer, Ou Ku, Francesco Nattino, Arie C. Seijmonsbergen, Meiert W. Grootes

Status: Published

Journal: Ecological Informatics

Volume/Issue: Volume 72

Pages: 17

URL/DOI: https://doi.org/10.1016/j.ecoinf.2022.101836

Download (9.96 MB)