Keeping data at the edge of smart irrigation networks: A case study in strawberry greenhouses

Angelopoulos, Constantinos Marios; Gabriel, Franck; Nikoletseas, Sotiris; Raptis, Theofanis P.

doi:10.1016/j.comnet.2019.107039

Cited by 49 publications

(20 citation statements)

References 25 publications

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“…The salt concentration of the nutrient solution can change over time, affecting the sensor reading. Therefore, the differential values of the sensor over time are more relevant than directly measured results [23].…”

Section: Sensorsmentioning

confidence: 99%

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Developing a Modern Greenhouse Scientific Research Facility—A Case Study

Cafuta

Dodig

Cesar

et al. 2021

Sensors

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Multidisciplinary approaches in science are still rare, especially in completely different fields such as agronomy science and computer science. We aim to create a state-of-the-art floating ebb and flow system greenhouse that can be used in future scientific experiments. The objective is to create a self-sufficient greenhouse with sensors, cloud connectivity, and artificial intelligence for real-time data processing and decision making. We investigated various approaches and proposed an optimal solution that can be used in much future research on plant growth in floating ebb and flow systems. A novel microclimate pocket-detection solution is proposed using an automatically guided suspended platform sensor system. Furthermore, we propose a methodology for replacing sensor data knowledge with artificial intelligence for plant health estimation. Plant health estimation allows longer ebb periods and increases the nutrient level in the final product. With intelligent design and the use of artificial intelligence algorithms, we will reduce the cost of plant research and increase the usability and reliability of research data. Thus, our newly developed greenhouse would be more suitable for plant growth research and production.

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Section: Sensorsmentioning

confidence: 99%

“…These types of boards usually have larger power requirements and dimensions. There are hybrid solutions based on a microcontroller board with a tiny OS (e.g., RTOS, MicroPython) [23].…”

Section: Data Acquisitionmentioning

confidence: 99%

Developing a Modern Greenhouse Scientific Research Facility—A Case Study

Cafuta

Dodig

Cesar

et al. 2021

Sensors

View full text Add to dashboard Cite

show abstract

“…The aforementioned advances shape a technological ecosystem for cyber-physical systems that not only are able to collect sensory data from the physical environment but can process this data and take decisions locally. This is highly relevant since IoT data are typically characterized by timeliness and their value is highly localized [4], [5].…”

Section: Iot and Edge Computingmentioning

confidence: 99%

Advanced Cyber and Physical Situation Awareness in Urban Smart Spaces

Sabeur

Angelopoulos

Collick

et al. 2021

Advances in Neuroergonomics and Cognitive Engineering

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The ever-growing adoption of big data technologies, smart sensing, data science and artificial intelligence is enabling the development of new intelligent urban spaces with real-time monitoring and advanced cyber-physical situational awareness capabilities. In the S4AllCities international research project, the advancement of cyber-physical situational awareness will be experimented for achieving safer smart city spaces in Europe and beyond. The deployment of digital twins will lead to understanding real-time situation awareness and risks of potential physical and/or cyber-attacks on urban critical infrastructure specifically. The critical extraction of knowledge using digital twins, which ingest, process and fuse observation data and information, prior to machine reasoning is performed in S4AllCities. In this paper, a cyber behavior detection module, which identifies unusualness in cyber traffic networks is described. Also, a physical behaviour detection module is introduced. The two modules function within the so-called Malicious Attacks Information Detection System (MAIDS) digital twin.

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“…With the aid of WSN, it was monitored when the plant needs to be irrigated. Constantinos Marios Angelopoulos et al [100], developed a small scale smart irrigation prototype for a strawberry greenhouse. The prototype possesses off the shelf hardware and software requirements and was tested on large farms having multiple crops to get a data gain.…”

Section: B Iot In Irrigationmentioning

confidence: 99%

Recent Developments of the Internet of Things in Agriculture: A Survey

2020

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A rise in the population has immensely increased the pressure on the agriculture sector. With the advent of technology, this decade is witnessing a shift from conventional approaches to the most advanced ones. The Internet of Things (IoT) has transformed both the quality and quantity of the agriculture sector. Hybridization of species along with the real-time monitoring of the farms paved a way for resource optimization. Scientists, research institutions, academicians, and most nations across the globe are moving towards the practice and execution of collaborative projects to explore the horizon of this field for serving mankind. The tech industry is racing to provide more optimal solutions. Inclusion of IoT, along with cloud computing, big data analytics, and wireless sensor networks can provide sufficient scope to predict, process, and analyze the situations and improve the activities in the real-time scenario. The concept of heterogeneity and interoperability of the devices by providing flexible, scalable, and durable methods, models are also opening new domains in this field. Therefore, this paper contributes towards the recent IoT technologies in the agriculture sector, along with the development of hardware and software systems. The public and private sector projects and startup's started all over the globe to provide smart and sustainable solutions in precision agriculture are also discussed. The current scenario, applications, research potential, limitations, and future aspects are briefly discussed. Based on the concepts of IoT a precision farming framework is also proposed in this article.

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Keeping data at the edge of smart irrigation networks: A case study in strawberry greenhouses

Cited by 49 publications

References 25 publications

Developing a Modern Greenhouse Scientific Research Facility—A Case Study

Developing a Modern Greenhouse Scientific Research Facility—A Case Study

Advanced Cyber and Physical Situation Awareness in Urban Smart Spaces

Recent Developments of the Internet of Things in Agriculture: A Survey

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