Smart Agriculture: Current State, Opportunities, and Challenges
Top Cited Papers
Open Access
- 1 October 2024
- journal article
- review article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 12, 144456-144478
Abstract
Smart agriculture or precision farming is a rapidly evolving multidisciplinary field encompassing knowledge from agriculture, technology, data science, and environmental science to name a few. Amidst the large number of recent research publications related to smart agriculture and intelligent farming practices, a need arises to summarize their findings in a single consolidated review article. This work endeavors to summarize recent key technologies and applications of smart agriculture, delineate the prevalent challenges it faces, highlight its publicly available datasets for adoption, and offer some policy guidelines for stakeholders, assisting them in making informed decisions regarding technology adoption and investment. We conclude that smart agriculture can potentially revolutionize the agricultural sector, provided we overcome the challenges by ensuring effective collaboration among stakeholders, a strong infrastructure, digital literacy, adoption incentives, data privacy, interoperability, favorable policy frameworks, and continuous research and development.Keywords
This publication has 114 references indexed in Scilit:
- Emerging Sensing Technologies for Precision Agriculture2022
- Climate Smart Agriculture (CSA) Technologies2021
- Smart Agriculture: A Survey on Challenges and Opportunities with Recent Advancements2021
- Precision Farming in Modern Agriculture2021
- Systematic review of Internet of Things in smart farmingTransactions on Emerging Telecommunications Technologies, 2020
- World Cotton Production and Consumption: An Overview2020
- Acceptance and Readiness of Thai Farmers Toward Digital Technology2019
- Sustainable Agriculture and Smart Farming2018
- Feasibility and Evaluation of Precision Farming2018
- Automatic Agriculture Spraying Robot with Smart Decision Making2016