The role of big data in advancing precision agriculture and ensuring food security

The advent of big data analytics is revolutionizing the agro-industrial complex, particularly in the realm of precision agriculture. This article explores how big data technologies are advancing precision farming practices and contributing to global food security. By integrating data from diverse so...

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Bibliographic Details
Published in:BIO Web of Conferences 2024, Vol.121, p.2013
Main Authors: Chen, Janyang, Begicheva, Svetlana, Nazarov, Dmitry
Format: Article
Language:English
Subjects:
Agricultural practices
Agricultural production
Agriculture
Big Data
Climate variability
Crop yield
Data analysis
Environmental impact
Environmental management
Environmental monitoring
Farm management
Food industry
Food security
Food sources
Management systems
Pest control
Precision farming
Prediction models
Real time
Satellite imagery
Soil analysis
Soil conditions
Weather stations
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Summary:The advent of big data analytics is revolutionizing the agro-industrial complex, particularly in the realm of precision agriculture. This article explores how big data technologies are advancing precision farming practices and contributing to global food security. By integrating data from diverse sources such as satellite imagery, weather stations, soil sensors, and farm management systems, big data analytics enables farmers to make informed decisions that optimize resource use, enhance crop yields, and reduce environmental impact. This study examines key applications of big data in precision agriculture, including predictive modeling for crop health, real-time monitoring of soil conditions, and data-driven pest management strategies. Furthermore, it discusses the socio-economic benefits of big data adoption, such as increased efficiency, cost savings, and improved resilience against climate variability. Case studies from various regions highlight successful implementations and the resulting improvements in agricultural productivity and sustainability. The findings underscore the critical role of big data in transforming agricultural practices and ensuring food security in the face of growing global challenges. By leveraging the power of big data, the agro-industrial complex can achieve a more sustainable and secure future, addressing the needs of a rapidly expanding population.
ISSN:2117-4458
2273-1709
2117-4458
DOI:10.1051/bioconf/202412102013