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Commit d6fb7d72 authored by Simon Labarthe's avatar Simon Labarthe
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Typos corrected in targeted audience

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...@@ -4,7 +4,7 @@ Overview ...@@ -4,7 +4,7 @@ Overview
Toolbox for Biology-Informed data-assimilation to solve the inverse problem solution of pheromone propagation, i.e. to identify sources of pheromone emission, in particular insect pests. A specific focus is put on adding prior biological knowledge on insect behavior in the inference process. Toolbox for Biology-Informed data-assimilation to solve the inverse problem solution of pheromone propagation, i.e. to identify sources of pheromone emission, in particular insect pests. A specific focus is put on adding prior biological knowledge on insect behavior in the inference process.
The target audience is academic researcher interested in epidemiosurveillance for crops. The target audience is academic researchers interested in epidemiosurveillance for crops.
* Free software: GNU Lesser General Public License v3 or later (LGPLv3+) * Free software: GNU Lesser General Public License v3 or later (LGPLv3+)
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...@@ -37,7 +37,7 @@ Insect pests are a major threat for agricultural systems [@oerkeCropLossesPests2 ...@@ -37,7 +37,7 @@ Insect pests are a major threat for agricultural systems [@oerkeCropLossesPests2
In the field of data assimilation for PDE and dynamic systems, existing packages provide tools to easily interface a dynamic system and an observation model and a collection of data assimilation algorithms, such as DAPPER [@raanesDAPPERDataAssimilation2024], OpenDA [@ridlerDataAssimilationFramework2014] or PDAF [@nergerPDAFPARALLELDATA2005]. In the field of data assimilation for PDE and dynamic systems, existing packages provide tools to easily interface a dynamic system and an observation model and a collection of data assimilation algorithms, such as DAPPER [@raanesDAPPERDataAssimilation2024], OpenDA [@ridlerDataAssimilationFramework2014] or PDAF [@nergerPDAFPARALLELDATA2005].
Unlike these generic packages, `Pherosensor-toolbox` is a context-specific application-oriented package specifically designed to solve the inverse problem of inferring the source term (i.e. pheromone emitters position and emission rates) within a Chemical-Transport Model (CTM) modelling pheromone propagation in an agricultural landscape. Additional feature is the possibility to inform the data assimilation with insect behavior, such as the population dynamics partial differential equations (PDE), to get Biology-Informed Data-Assimilation (BI-DA). BI-DA aims to counter-balance data scarcity with prior biological knowledge. An other additional feature to come is optimal sensor placement tools to find the most informative sensor placement for assimilating the sensors data and inferring the source term of the CTM. The target audience is then academic researcher interested in epidemiosurveillance for crops. Unlike these generic packages, `Pherosensor-toolbox` is a context-specific application-oriented package specifically designed to solve the inverse problem of inferring the source term (i.e. pheromone emitters position and emission rates) within a Chemical-Transport Model (CTM) modelling pheromone propagation in an agricultural landscape. Additional feature is the possibility to inform the data assimilation with insect behavior, such as the population dynamics partial differential equations (PDE), to get Biology-Informed Data-Assimilation (BI-DA). BI-DA aims to counter-balance data scarcity with prior biological knowledge. An other additional feature to come is optimal sensor placement tools to find the most informative sensor placement for assimilating the sensors data and inferring the source term of the CTM. The target audience is then academic researchers interested in epidemiosurveillance for crops.
# Outlook # Outlook
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