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Multiple advantages had been identified with the integration of data acquisition into any existing system configuration and implementation. Using data acquisition as a support into a monitoring system has not only improved its overall…

Systems and Control · Electrical Eng. & Systems 2025-07-15 Chito A. Petilla

Agriculture, vital for global sustenance, necessitates innovative solutions due to a lack of organized domain experts, particularly in developing countries where many farmers are impoverished and cannot afford expert consulting. Initiatives…

Computation and Language · Computer Science 2024-10-03 Krish Didwania , Pratinav Seth , Aditya Kasliwal , Amit Agarwal

Small and medium-sized agricultural holders face challenges like limited access to localized, timely information, impacting productivity and sustainability. Traditional extension services, which rely on in-person agents, struggle with…

Emerging technologies, such as Blockchain and the Internet of Things (IoT), have had an immense role in propelling the agricultural industry towards the fourth agricultural revolution. Blockchain and IoT can greatly improve the…

Computers and Society · Computer Science 2022-12-08 David Cuellar , Zechariah Johnson

During the last decade or so, we have had a deluge of data from not only science fields but also industry and commerce fields. Although the amount of data available to us is constantly increasing, our ability to process it becomes more and…

Distributed, Parallel, and Cluster Computing · Computer Science 2017-04-13 Nhien-An Le-Khac , Lamine Aouad , M-Tahar Kechadi

Agriculture has a significant role in a country's economy. The "SMARD" project aims to strengthen the country's agricultural sector by giving farmers with the information and tools they need to solve common difficulties and increase…

Cryptography and Security · Computer Science 2024-05-20 Tanoy Debnath , Shadman Wadith , Anichur Rahman

The rapid growth of IoT devices has led to an enormous amount of sensor data that requires transmission to cloud servers for processing, resulting in excessive network congestion, increased latency and high energy consumption. This is…

Machine Learning · Computer Science 2025-11-25 Dora Krekovic , Mario Kusek , Ivana Podnar Zarko , Danh Le-Phuoc

Artificial Intelligence is everywhere today. But unfortunately, Agriculture has not been able to get that much attention from Artificial Intelligence (AI). A lack of automation persists in the agriculture industry. For over many years,…

Computer Vision and Pattern Recognition · Computer Science 2021-01-28 Tejas Atul Khare , Anuradha C. Phadke

Agriculture activity monitoring needs to deal with large amounts of data originating from various organizations (weather stations, agriculture repositories, field management, farm management, universities, etc.) and mass people. Therefore,…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-11-20 Shamim Akhter , Kiyoshi Honda , Kento Aida , Amor V. M. Ines

With the rapid emergence of deep learning (DL) technology, it has been successfully used in various fields including aquaculture. This change can create new opportunities and a series of challenges for information and data processing in…

Computer Vision and Pattern Recognition · Computer Science 2020-07-01 Xinting Yang , Song Zhang , Jintao Liu , Qinfeng Gao , Shuanglin Dong , Chao Zhou

Feeding the growing human population sustainably amidst climate change is one of the most important challenges in the 21st century. Current practices often lead to the overuse of agronomic inputs, such as synthetic fertilizers and water,…

This study addresses the vital role of data analytics in monitoring fertiliser applications in crop cultivation. Inaccurate fertiliser application decisions can lead to costly consequences, hinder food production, and cause environmental…

Machine Learning · Computer Science 2023-10-19 Usama Ikhlaq , Tahar Kechadi

This paper provides a review of an emerging field in the food processing sector, referring to efficient and safe food supply chains, from farm to fork, as enabled by Artificial Intelligence (AI). Recent advances in machine and deep learning…

Machine Learning · Computer Science 2021-05-04 Ilianna Kollia , Jack Stevenson , Stefanos Kollias

Smart agriculture is one of the most promising areas where IoT-enabled technologies have the potential to substantially improve the quality and quantity of the crops and reduce the associated operational cost. However, building a smart…

Systems and Control · Electrical Eng. & Systems 2023-08-15 Jinpeng Miao , Dasari Rajasekhar , Shivakant Mishra , Sanjeet Kumar Nayak , Ramanarayan Yadav

Technological progress has led to powerful computers and communication technologies that penetrate nowadays all areas of science, industry and our private lives. As a consequence, all these areas are generating digital traces of data…

General Literature · Computer Science 2022-09-14 Frank Emmert-Streib

Today, crop diversification in agriculture is a critical issue to meet the increasing demand for food and improve food safety and quality. This issue is considered to be the most important challenge for the next generation of agriculture…

Machine Learning · Computer Science 2024-12-24 Ozlem Turgut , Ibrahim Kok , Suat Ozdemir

Recent introduction of ICT in agriculture has brought a number of changes in the way farming is done. This means use of Internet of Things(IoT), Cloud Computing(CC), Big Data (BD) and automation to gain better control over the process of…

Computers and Society · Computer Science 2019-07-19 Patrick Kinyua Gikunda

The concept of traditional farming is changing rapidly with the introduction of smart technologies like the Internet of Things (IoT). Under the concept of smart agriculture, precision agriculture is gaining popularity to enable Decision…

Cryptography and Security · Computer Science 2022-02-01 Md. Rashid Al Asif , Khondokar Fida Hasan , Md Zahidul Islam , Rahamatullah Khondoker

The agricultural sector is still lagging behind from all other sectors in terms of using the newest technologies. For production, the latest machines are being introduced and adopted. However, pre-harvest and post-harvest processing are…

Computers and Society · Computer Science 2021-04-02 Tahmid Hasan Pranto , Abdulla All Noman , Atik Mahmud , AKM Bahalul Haque

The remotely sensed data from an unknown location is transmitted in real time through internet and gathered in a PC. The data is collected for a considerable period of time and analyzed in PC as to assess the suitability and fertility of…

Systems and Control · Computer Science 2012-03-09 Akin cellatoglu , Balasubramanian Karuppanan
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