Precision Agriculture and Its Future

Sharma, Shelly; Srushtideep, Angidi

doi:10.9734/ijpss/2022/v34i242630

Cited by 3 publications

(3 citation statements)

References 8 publications

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“…This paper provides an overview of the fundamental elements of precision agriculture, its various components, and its future implications. [2] Precision agriculture involves a wide range of automated measurements taken at different spatial scales, from individual plants to entire fields, and at various points in time during crop production. Initially focused on yield sensors, precision agriculture has expanded to include tools for mobile measurement, determining plant condition, and identifying possible pest infestations.…”

Section: Importance Of Precision Agriculturementioning

confidence: 99%

The Use of Computer Vision in Precision Agriculture

Radojčić¹,

Cvetković²,

Dobrojević³

2023

Proceedings of the International Scientific Conference - Sinteza 2023

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Precision agriculture is an innovative farming method that aims to maximize crop yields while minimizing waste. One of the key technologies used in precision agriculture is computer vision, which involves using cameras and sensors to collect data on crop growth and health. This data is then analyzed using machine learning algorithms to provide insights on how to optimize farming practices and improve yields. In this article, we provide an in-depth analysis of the role of computer vision in precision agriculture, with a focus on its applications in crop monitoring, the various types of cameras and sensors utilized in computer vision systems, and the diverse machine-learning algorithms employed to analyze the data collected. Through this analysis, we aim to offer a comprehensive overview of the potential of computer vision to revolutionize the way we grow and harvest crops, and the impact it could have on the future of agriculture.

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Section: Importance Of Precision Agriculturementioning

confidence: 99%

The Use of Computer Vision in Precision Agriculture

Radojčić¹,

Cvetković²,

Dobrojević³

2023

Proceedings of the International Scientific Conference - Sinteza 2023

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“…This approach tends to minimize the waste and the time consumption through, first of all, already mentioned usage of technology, and secondly, non-ending improvements. All it benefits combined together results in production increase, which is the main goal if not the second [4,5].…”

Section: Precise Farmingmentioning

confidence: 99%

Precise farming through end-to-end technologies

Magomedov,

Mashukov,

Gaptullazyanova

2023

E3S Web of Conf.

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New times require new approaches to be implemented in different sectors, as old methods are irrelevant. New challenges such as overpopulation and its branches of events that are negatively affecting our planet and likewise humans and other living things. Therefore, new ideas are born and implemented. Precise farming is a promising approach that will tackle not just environmental issues, but also other minor issues in agricultural sectors that will be covered in this work. This work will outline the idea behind precise farming and its state in the present. Also, the positive and negative side of the approach will be discussed. In the end, Future perspective of the Precise farming will be outlined.

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“…Agriculture, a sector as ancient as civilization itself, stands at the cusp of a new era. Precision agriculture-driven by the desire to optimize production and resources-demands accurate, timely, and granular data [6]. With a growing global population and the threats posed by climate change, ensuring food security has become a paramount concern.…”

Section: Introductionmentioning

confidence: 99%