4.7 Review

Recent advancements and challenges of Internet of Things in smart agriculture: A survey

Related references

Note: Only part of the references are listed.
Article Engineering, Multidisciplinary

A novel spectroscopy-based method using monopole antenna for measuring soil water content

Ming Li et al.

Summary: A novel soil water content measuring method based on frequency scanning is proposed in this research, which utilizes the shift of resonance frequency to detect soil moisture content. The method shows high accuracy and reliability, with a wide measuring range suitable for practical agricultural production.

MEASUREMENT (2021)

Article Chemistry, Multidisciplinary

Real-Time Extensive Livestock Monitoring Using LPWAN Smart Wearable and Infrastructure

Roberto Casas et al.

Summary: This paper presents a wearable device and infrastructure for extensive livestock monitoring, allowing real-time tracking and monitoring of livestock. The system features online and offline monitoring, adaptive dual radio, adaptive data streaming modes, and long battery life.

APPLIED SCIENCES-BASEL (2021)

Article Computer Science, Hardware & Architecture

IoT based smart agrotech system for verification of Urban farming parameters

Amit Kumer Podder et al.

Summary: Recent intelligent technologies such as the Internet of Things and computer vision have facilitated farming activities, especially in urban areas. An IoT-based Smart AgroTech system proposed in this paper monitors critical farming parameters like humidity, temperature, and soil moisture, enabling intelligent irrigation control and providing advantages over conventional methods in future cities.

MICROPROCESSORS AND MICROSYSTEMS (2021)

Article Engineering, Chemical

A LoRa-Based Multisensor IoT Platform for Agriculture Monitoring and Submersible Pump Control in a Water Bamboo Field

Yaw-Wen Kuo et al.

Summary: This paper presents a LoRa-based Internet of Things system consisting of IoT units in the field and servers for agriculture monitoring and pump control. The system also makes a traditional submersible pump programmable with one IoT unit, aiming to reveal the relationship between farming and environmental reaction.

PROCESSES (2021)

Review Automation & Control Systems

Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies

Othmane Friha et al.

Summary: This paper comprehensively reviews emerging technologies for IoT-based smart agriculture, including UAVs, wireless technologies, and cloud computing. It provides a classification of IoT applications for smart agriculture and discusses the latest methods for supply chain management based on blockchain technology. Real projects using these technologies are showcased, along with open research challenges and future research directions for agricultural IoTs.

IEEE-CAA JOURNAL OF AUTOMATICA SINICA (2021)

Article Computer Science, Hardware & Architecture

A survey on IoT platforms: Communication, security, and privacy perspectives

Leonardo Babun et al.

Summary: This paper analyzes popular IoT platforms in different application domains, defines a comprehensive evaluation framework with seven technical comparison criteria, discusses the distinguishing attributes of these platforms in terms of communication, security, and privacy, and provides suggestions to enhance security and privacy within IoT solutions.

COMPUTER NETWORKS (2021)

Article Computer Science, Artificial Intelligence

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI

Andreas Holzinger et al.

Summary: AI excels in certain tasks but humans excel at multi-modal thinking and building self-explanatory systems. The medical domain highlights the importance of various modalities contributing to one result. Using conceptual knowledge to guide model training can lead to more explainable, robust, and less biased machine learning models.

INFORMATION FUSION (2021)

Article Computer Science, Hardware & Architecture

Smart Sensing for Agriculture: Applications, Advancements, and Challenges

Ramakant Kumar et al.

Summary: Smart sensing for agriculture (SSA) is a new paradigm that employs low cost, low energy consuming sensors for automation and reducing human efforts, leading to improved agricultural productivity and quality while increasing farmers' economic benefits. SSA utilizes various consumer electronics (CE) devices to automate multiple agricultural processes.

IEEE CONSUMER ELECTRONICS MAGAZINE (2021)

Article Computer Science, Information Systems

Parallel Route Optimization and Service Assurance in Energy-Efficient Software-Defined Industrial IoT Networks

Yosra Njah et al.

Summary: In recent years, the industrial world has been embracing new digital technologies, including the IoT paradigm, to revolutionize various applications. However, challenges related to real-time big data analytics, service assurance, resource optimization, energy consumption, and security awareness have been raised. This work focuses on service assurance and resource optimization in IIoT environments, proposing a centralized route optimization and service assurance scheme, named ROSA, that utilizes software-defined networking and multi-layer programmable industrial architecture to support heterogeneous flows and improve network performance.

IEEE ACCESS (2021)

Review Computer Science, Information Systems

Role of IoT Technology in Agriculture: A Systematic Literature Review

Muhammad Shoaib Farooq et al.

ELECTRONICS (2020)

Article Computer Science, Hardware & Architecture

An effective service-oriented networking management architecture for 5G-enabled internet of things

Mingfeng Huang et al.

COMPUTER NETWORKS (2020)

Review Green & Sustainable Science & Technology

Towards automated aquaponics: A review on monitoring, IoT, and smart systems

A. Reyes Yanes et al.

JOURNAL OF CLEANER PRODUCTION (2020)

Article Computer Science, Information Systems

Ground-Level Mapping and Navigating for Agriculture Based on IoT and Computer Vision

Wei Zhao et al.

IEEE ACCESS (2020)

Review Chemistry, Analytical

Survey on Security Threats in Agricultural IoT and Smart Farming

Konstantinos Demestichas et al.

SENSORS (2020)

Review Computer Science, Information Systems

Smart farming: Agriculture's shift from a labor intensive to technology native industry

Imran Charania et al.

INTERNET OF THINGS (2020)

Article Computer Science, Information Systems

Laying the Foundations for an IoT Reference Architecture for Agricultural Application Domain

Basma M. Mohammad El-Basioni et al.

IEEE ACCESS (2020)

Article Environmental Sciences

Greenhouse gas emissions due to national product consumption: from demand and research gaps to addressing key challenges

B. Windsperger et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY (2019)

Article Geography, Physical

Small Unmanned Aerial Systems (sUAS) for environmental remote sensing: challenges and opportunities revisited

Perry J. Hardin et al.

GISCIENCE & REMOTE SENSING (2019)

Review Agriculture, Multidisciplinary

Evolution of Internet of Things (IoT) and its significant impact in the field of Precision Agriculture

Abhishek Khanna et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)

Article Computer Science, Artificial Intelligence

Interactive machine learning: experimental evidence for the human in the algorithmic loop: A case study on Ant Colony Optimization

Andreas Holzinger et al.

APPLIED INTELLIGENCE (2019)

Article Agriculture, Dairy & Animal Science

169 Awardee Talk - nutrition from a risk management perspective

Merlin D Lindemann

JOURNAL OF ANIMAL SCIENCE (2019)

Article Agriculture, Multidisciplinary

An IoT based smart irrigation management system using Machine learning and open source technologies

Amarendra Goap et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)

Article Telecommunications

WSN Based Smart Control and Remote Field Monitoring of Pakistan's Irrigation System Using SCADA Applications

Sunny Katyara et al.

WIRELESS PERSONAL COMMUNICATIONS (2017)

Article Telecommunications

The IoT Architectural Framework, Design Issues and Application Domains

Gordana Gardasevic et al.

WIRELESS PERSONAL COMMUNICATIONS (2017)

Article Engineering, Electrical & Electronic

IoT in Agriculture: Designing a Europe-Wide Large-Scale Pilot

Christopher Brewster et al.

IEEE COMMUNICATIONS MAGAZINE (2017)

Editorial Material Multidisciplinary Sciences

Smart farming is key to developing sustainable agriculture

Achim Walter et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2017)

Review Chemistry, Analytical

Energy-Efficient Wireless Sensor Networks for Precision Agriculture: A Review

Haider Mahmood Jawad et al.

SENSORS (2017)

Article Computer Science, Information Systems

Robustness, Security and Privacy in Location-Based Services for Future IoT: A Survey

Liang Chen et al.

IEEE ACCESS (2017)

Article Computer Science, Information Systems

Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges

Mohsen Marjani et al.

IEEE ACCESS (2017)

Article Agriculture, Multidisciplinary

Classification of agricultural soil parameters in India

M. S. Sirsat et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)

Article Food Science & Technology

A holistic approach to food safety risks: Food fraud as an example

Hans J. P. Marvin et al.

FOOD RESEARCH INTERNATIONAL (2016)

Article Green & Sustainable Science & Technology

Accuracy Analysis Mechanism for Agriculture Data Using the Ensemble Neural Network Method

Hsu-Yang Kung et al.

SUSTAINABILITY (2016)

Article Food Science & Technology

Food fraud: policy and food chain

Louise Manning

CURRENT OPINION IN FOOD SCIENCE (2016)

Review Agriculture, Multidisciplinary

Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges

Tamoghna Ojha et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Engineering, Electrical & Electronic

Defining the Stack for Service Delivery Models and Interoperability in the Internet of Things: A Practical Case With OpenIoT-VDK

Martin Serrano et al.

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS (2015)

Article Computer Science, Hardware & Architecture

EDAL: An Energy-Efficient, Delay-Aware, and Lifetime-Balancing Data Collection Protocol for Heterogeneous Wireless Sensor Networks

Yanjun Yao et al.

IEEE-ACM TRANSACTIONS ON NETWORKING (2015)

Review Computer Science, Information Systems

Data Mining for the Internet of Things: Literature Review and Challenges

Feng Chen et al.

INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS (2015)

Article Agriculture, Multidisciplinary

Machine learning assessments of soil drying for agricultural planning

Evan J. Coopersmith et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2014)

Article Computer Science, Information Systems

Security of the Internet of Things: perspectives and challenges

Qi Jing et al.

WIRELESS NETWORKS (2014)

Review Computer Science, Information Systems

A Vision of IoT: Applications, Challenges, and Opportunities With China Perspective

Shanzhi Chen et al.

IEEE INTERNET OF THINGS JOURNAL (2014)

Article Computer Science, Hardware & Architecture

A SURVEY ON THE IETF PROTOCOL SUITE FOR THE INTERNET OF THINGS: STANDARDS, CHALLENGES, AND OPPORTUNITIES

Zhengguo Sheng et al.

IEEE WIRELESS COMMUNICATIONS (2013)

Review Multidisciplinary Sciences

Food Security: The Challenge of Feeding 9 Billion People

H. Charles J. Godfray et al.

SCIENCE (2010)

Article Agricultural Economics & Policy

Traceability data management for food chains

Dimitris Folinas et al.

BRITISH FOOD JOURNAL (2006)