Overview
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project - EIP-AGRI Operational Group

Automatic Sensor Data Qualification
Automatisk kvalificering av sensordata

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Completed | 2017 - 2023 Sweden
Completed | 2017 - 2023 Sweden
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Objectives

Automatic Sensor Data Qualification

Sensefarm has a few years of experience of problems with weather stations and moisture sensors used in agriculture. The aim of the project is to develop software which can find and warn of errors, and to automatically correct readings while the sensors are being cleared, washed, replaced or moved.

Objectives

Automatisk kvalificering av sensordata

Sensefarm har nu några års erfarenheter av problem med väderstationer, bladfuktsmätare och markfuktsmätare ute hos lantbruk. Projektet ska utveckla en mjukvara som kan hitta dessa fel, varna för fel och även automatiskt korrigera mätvärden i väntan på att sensorerna kan rensas, tvättas, bytas ut eller flyttas.

Activities

  • The project aim is to identify common problems in sensors used in agriculture.
  • The aim is also to establish deep learning systems and train these by using data from Jordbruksverket and other sources.
  • The trained models will then be tested using data collected during the project.
  • Finally the systems shall be able to exchange data with other web based systems for agricultural planning.

Activities

  • Projektet ska identifiera vanliga sensorproblem för de mest intressanta sensorerna inom lantbruk.Väderstationer, markfuktsmätare mm.
  • Projektet ska sedan sätta upp deep learning-system och träna dessa med tidigare insamlad data från bland annat Jordbruksverket.
  • De tränade modellerna ska sedan testas med data som samlas in under projektets gång.
  • Slutligen ska systemen kunna utbyta data med webbaserade beslutsstöd och odlingssystem från andra tillverkare av programvaror.

Context

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Additional comments

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Additional information

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Project details
Main funding source
Rural development 2014-2020 for Operational Groups
Rural Development Programme
2014SE06RDNP001 Sweden - Rural Development Programme (National)
Location
Main geographical location
Skåne län
Other geographical location
Kronobergs län

€ 315074

Total budget

Total contributions from EAFRD, national co-financing, additional national financing and other financing.

Project keyword

Resources

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Contacts

Project coordinator