Pherosensor-toolbox: a Python package for Biology-Informed Data Assimilation - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement
Article Dans Une Revue Journal of Open Source Software Année : 2024

Pherosensor-toolbox: a Python package for Biology-Informed Data Assimilation

Résumé

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.
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Dates et versions

hal-04669546 , version 1 (08-08-2024)
hal-04669546 , version 2 (26-09-2024)

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Thibault Malou, Simon Labarthe. Pherosensor-toolbox: a Python package for Biology-Informed Data Assimilation. Journal of Open Source Software, 2024, ⟨10.21105/joss.06863⟩. ⟨hal-04669546v2⟩
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