The digital revolution in agriculture resulted in an accumulation of big archived data at the farmers level. Many sources of data for farmers are now available from satellite and drone images beside tractors telematics and different sensors applications. This study reports an assessment for the evolution of accumulated data from different sources at field scale. Data sources from satellite images were analysed considering the evolution of required data storage in MB/ha while drones cameras resolution and corresponding image file size were analysed from the last ten years. Moreover, archived data from a 22ha field, collected through different sensors were reported from 2005 to 2020 to assess the required data storage space. Results showed that the required data storage space from the studied 22ha field was ˂0.05 MB in 2005 and reached ˃1500 MB in 2020. Moreover, a continuous and exponential increase in the required data storage at the farmer level and a continuous increase in recent sensors generated data were reported.

Assessing the Digitalization Footprint from Agricultural Fields on Required Data Storage Space

Ahmed Kayad;Marco Sozzi;Andrea Pezzuolo;Stefano Grigolato;Francesco Marinello
2021

Abstract

The digital revolution in agriculture resulted in an accumulation of big archived data at the farmers level. Many sources of data for farmers are now available from satellite and drone images beside tractors telematics and different sensors applications. This study reports an assessment for the evolution of accumulated data from different sources at field scale. Data sources from satellite images were analysed considering the evolution of required data storage in MB/ha while drones cameras resolution and corresponding image file size were analysed from the last ten years. Moreover, archived data from a 22ha field, collected through different sensors were reported from 2005 to 2020 to assess the required data storage space. Results showed that the required data storage space from the studied 22ha field was ˂0.05 MB in 2005 and reached ˃1500 MB in 2020. Moreover, a continuous and exponential increase in the required data storage at the farmer level and a continuous increase in recent sensors generated data were reported.
2021
2021 IEEE International Workshop on Metrology for Agriculture and Forestry, MetroAgriFor 2021 - Proceedings
978-166540533-1
File in questo prodotto:
Non ci sono file associati a questo prodotto.
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11577/3405560
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact