Pherosensor-toolbox: a Python package for Biology-Informed Data Assimilation
MALOU, Thibault
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
LABARTHE, Simon
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
Pleiade, from patterns to models in computational biodiversity and biotechnology [PLEIADE]
Biodiversité, Gènes & Communautés [BioGeCo]
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
Pleiade, from patterns to models in computational biodiversity and biotechnology [PLEIADE]
Biodiversité, Gènes & Communautés [BioGeCo]
MALOU, Thibault
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
LABARTHE, Simon
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
Pleiade, from patterns to models in computational biodiversity and biotechnology [PLEIADE]
Biodiversité, Gènes & Communautés [BioGeCo]
< Reduce
Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] [MaIAGE]
Pleiade, from patterns to models in computational biodiversity and biotechnology [PLEIADE]
Biodiversité, Gènes & Communautés [BioGeCo]
Language
en
Article de revue
This item was published in
Journal of Open Source Software. 2024-09-26
Open Journals
English Abstract
Insect pests are a major threat for agricultural systems, leading to an intensive use of pesticide for crop protection with non-sustainable drawbacks on environment, biodiversity and human health. Most of insects produce ...Read more >
Insect pests are a major threat for agricultural systems, leading to an intensive use of pesticide for crop protection with non-sustainable drawbacks on environment, biodiversity and human health. Most of insects produce pheromones for conspecific communication, making pheromone sensors a good tool for early specific detection of pests, in order to reduce pesticide use in a precision agriculture context.`Pheromone-toolbox` is a Python package containing numerical tools for pheromone sensor data assimilation to infer the position of emitting pest insects. It contains specific tools to model pheromone propagation and solve the corresponding inverse problem to determinate emitters position taking into account the environmental context (wind, landscape, vegetation...). A specific focus is put on the integration of biological knowledge of pest behavior during inference.Read less <
English Keywords
Python
Data Assimilation
Biology-informed inference
Epidemiosurveillance
Pheromone
ANR Project
Early detection of pest insects using pheromone receptor-based olfactory sensors - ANR-20-PCPA-0007
Origin
Hal imported