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List of works by Pierre Bonnet

A new fine-grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction

scientific article published on 01 June 2020

AI-based Identification of Plant Photographs from Herbarium Specimens

scientific article published in 2021

Advances in plant imaging across scales

scientific article published in 2023

Can Artificial Intelligence Help in the Study of Vegetative Growth Patterns from Herbarium Collections? An Evaluation of the Tropical Flora of the French Guiana Forest

scientific article published on 17 February 2022

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

scientific article published on 19 April 2021

Customized e-floras: How to develop your own project on the Pl@ntNet platform

scientific article published in 2021

Detecting flowers on imagery with computer vision to improve continental scale grassland biodiversity surveying

scientific article published in 2024

Dynamic Species Distribution Modeling Reveals the Pivotal Role of Human-Mediated Long-Distance Dispersal in Plant Invasion

scientific article published in 2022

Envisaging a global infrastructure to exploit the potential of digitised collections

scientific article published in 2023

Envisaging a global infrastructure to exploit the potential of digitised collections

scientific article published on 31 October 2022

Going deeper in the automated identification of Herbarium specimens

scientific article published on 11 August 2017

How Networks of Citizen Observatories Can Increase the Quality and Quantity of Citizen-Science-Generated Data Used to Monitor SDG Indicators

scientific article published in 2022

How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools

scientific article published on 27 September 2020

Identifying gaps in the photographic record of the vascular plant flora of the Americas

scientific article published on 29 July 2021

Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots

scientific article published on 28 July 2020

Integrated dataset of anatomical, morphological, and architectural traits for plant species in Madagascar.

scientific article published on 12 September 2017

Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence‐only data

scientific article published in 2021

Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus

scientific article published in 2021

Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research

scientific article published on 13 May 2020

Modern Approaches to the Monitoring of Biоdiversity (MAMBO)

scientific article published on 7 December 2023

Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora

scientific article published in 2020

Revolutionizing Plant Pathogen Conservation: The Past, Present, and Future of AI in Preserving Natural Ecosystems

scientific article published in 2024

Species distribution modeling based on the automated identification of citizen observations.

scientific article

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

scientific article published in 2023

Toward a large-scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras

scientific article published on 20 March 2019

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