Smart Sensors and Smart Data for Precision Agriculture: A Review

Precision agriculture, driven by the convergence of smart sensors and advanced technologies, has emerged as a transformative force in modern farming practices. The present review synthesizes insights from a multitude of research papers, exploring the dynamic landscape of precision agriculture. The m...

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Bibliographic Details
Published in:Sensors (Basel, Switzerland) Vol. 24; no. 8; p. 2647
Main Authors: Soussi, Abdellatif, Zero, Enrico, Sacile, Roberto, Trinchero, Daniele, Fossa, Marco
Format: Journal Article
Language:English
Published: Switzerland MDPI AG 21.04.2024
MDPI
Subjects:
Agriculture
Algorithms
Artificial intelligence
Cloud computing
Datasets
Energy consumption
Environmental impact
Farmers
Global positioning systems
GPS
Greenhouses
Literature reviews
Localization
optimization and control
Optimization techniques
Pesticides
Plant growth
precision agriculture
Remote sensing
Review
Sensors
smart data
smart sensors
Water resources
Wireless communications
United States > US
precision agriculture
smart data
optimization and control
smart sensors
ISSN:1424-8220, 1424-8220
Online Access:Get full text
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Summary:Precision agriculture, driven by the convergence of smart sensors and advanced technologies, has emerged as a transformative force in modern farming practices. The present review synthesizes insights from a multitude of research papers, exploring the dynamic landscape of precision agriculture. The main focus is on the integration of smart sensors, coupled with technologies such as the Internet of Things (IoT), big data analytics, and Artificial Intelligence (AI). This analysis is set in the context of optimizing crop management, using resources wisely, and promoting sustainability in the agricultural sector. This review aims to provide an in-depth understanding of emerging trends and key developments in the field of precision agriculture. By highlighting the benefits of integrating smart sensors and innovative technologies, it aspires to enlighten farming practitioners, researchers, and policymakers on best practices, current challenges, and prospects. It aims to foster a transition towards more sustainable, efficient, and intelligent farming practices while encouraging the continued adoption and adaptation of new technologies.
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ISSN:1424-8220
1424-8220
DOI:10.3390/s24082647