Cyber-agricultural systems for crop breeding and sustainable production

Soumik Sarkar, Baskar Ganapathysubramanian, Arti Singh, Fateme Fotouhi, Soumyashree Kar, Koushik Nagasubramanian, Girish Chowdhary, Sajal K. Das, George Kantor, Adarsh Krishnamurthy, Nirav Merchant, Asheesh K. Singh

Research output: Contribution to journalReview articlepeer-review

3 Scopus citations

Abstract

The cyber-agricultural system (CAS) represents an overarching framework of agriculture that leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and scalable cyberinfrastructure (CI) in both breeding and production agriculture. We discuss the recent progress and perspective of the three fundamental components of CAS – sensing, modeling, and actuation – and the emerging concept of agricultural digital twins (DTs). We also discuss how scalable CI is becoming a key enabler of smart agriculture. In this review we shed light on the significance of CAS in revolutionizing crop breeding and production by enhancing efficiency, productivity, sustainability, and resilience to changing climate. Finally, we identify underexplored and promising future directions for CAS research and development.

Original languageEnglish (US)
Pages (from-to)130-149
Number of pages20
JournalTrends in Plant Science
Volume29
Issue number2
DOIs
StatePublished - Feb 2024

Keywords

  • cyber-agricultural systems
  • cyberinfrastructure
  • digital twins
  • precision agriculture
  • smart farming
  • ubiquitous sensing

ASJC Scopus subject areas

  • Plant Science

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