AI for Biodiversity

AI for Biodiversity (slides) English Español Português

Marconi Campos-Cerqueira

Overview lecture Introductory Educational materials South America Ecosystems & Biodiversity Reinforcement Learning Supervised Learning Unsupervised Learning

Birds of the world

Cornell Lab of Ornithology

Data/Code Repository Introductory Research Global Ecosystems & Biodiversity Supervised Learning

Global birdsong embeddings enable superior transfer learning for bioacoustic classification

Burooj Ghani; Tom Denton; Stefan Kahl; Holger Klinck

Journal article Intermediate Research Global Ecosystems & Biodiversity Supervised Learning

BirdNET

Cornell Lab of Ornithology

Tool Intermediate Research Global Ecosystems & Biodiversity Supervised Learning

Perch 2.0: The Bittern Lesson for Bioacoustics

Bart van Merriënboer; Vincent Dumoulin; Jenny Hamer; Lauren Harrell; Andrea Burns; Tom Denton

Preprint paper Advanced Research Global Ecosystems & Biodiversity Supervised Learning

Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring

Rory Gibb; Ella Browning; Paul Glover-Kapfer; Kate E. Jones

Journal article Introductory Research Global Ecosystems & Biodiversity Supervised Learning

Lowland extirpation of anuran populations on a tropical mountain

Marconi Campos-Cerqueira​; T. Mitchell Aide

Journal article Intermediate Research North America Ecosystems & Biodiversity Supervised Learning

Have bird distributions shifted along an elevational gradient on a tropical mountain?

Marconi Campos-Cerqueira; Wayne J. Arendt; Joseph M. Wunderle Jr; T. Mitchell Aide

Journal article Intermediate Research North America Ecosystems & Biodiversity Supervised Learning

Artificial Intelligence for conservation and sustainable use of biodiversity, a view from Colombia

Juan Sebastián Cañas; Camila Parra-Guevara; Manuela Montoya-Castrillón; Julieta M. Ramírez-Mejía; Gabriel-Alejandro Perilla; Esteban Marentes; Nerieth Leuro; Jose Vladimir Sandoval-Sierra; Sindy Martinez-Callejas; Angélica Díaz; Mario Murcia; Elkin A. Noguera Urbano; Jose Manuel Ochoa-Quintero; Susana Rodríguez Buriticá; Juan Sebastián Ulloa

Journal article Introductory Research South America Ecosystems & Biodiversity Supervised Learning

Harnessing artificial intelligence to fill global shortfalls in biodiversity knowledge

Laura J. Pollock; Justin Kitzes; Sara Beery; Kaitlyn M. Gaynor; Marta A. Jarzyna; Oisin Mac Aodha; Bernd Meyer; David Rolnick; Graham W. Taylor; Devis Tuia; Tanya Berger-Wolf

Journal article Introductory Research Global Ecosystems & Biodiversity Supervised Learning

Living Amazon Report

Analiz Vergara; Melissa Arias; Bernardo Gachet; Luis Germán Naranjo; Luis Román; Jordi Surkin; Valeria Tamayo

Report (NGO/non-profit) Introductory NGO/non-profit Global Ecosystems & Biodiversity

The potential for AI to revolutionize conservation: a horizon scan

Sam A. Reynolds; Sara Beery; Neil Burgess; Mark Burgman; Stuart H.M. Butchart; Steven J. Cooke; David Coomes; Finn Danielsen; Enrico Di Minin; América Paz Durán; Francis Gassert; Amy Hinsley; Sadiq Jaffer; Julia P.G. Jones; Binbin V. Li; Oisin Mac Aodha; Anil Madhavapeddy; Stephanie A.L. O'Donnell; William M. Oxbury; Lloyd Peck; William J. Sutherland

Journal article Introductory Research Global Ecosystems & Biodiversity Supervised Learning

Pytorch Wildlife

Andres Hernandez; Zhongqi Miao; Luisa Vargas; Sara Beery; Rahul Dodhia; Juan Lavista

Tool Advanced Research Global Ecosystems & Biodiversity Supervised Learning

The INaturalist Species Classification and Detection Dataset

Grant Van Horn; Oisin Mac Aodha; Yang Song; Yin Cui; Chen Sun; Alex Shepard; Hartwig Adam; Pietro Perona; Serge Belongie

Dataset Intermediate Research Global Ecosystems & Biodiversity Ecology Supervised Learning

Herbarium specimen label transcription reimagined with large language models: Capabilities, productivity, and risks

William N. Weaver; Brad R. Ruhfel; Kyle J. Lough; Stephen A. Smith

Journal article Advanced Research Global Ecology Supervised Learning