IoT-enabled smart agriculture: architecture, applications, and challenges

VK Quy, NV Hau, DV Anh, NM Quy, NT Ban, S Lanza… - Applied Sciences, 2022 - mdpi.com
The growth of the global population coupled with a decline in natural resources, farmland,
and the increase in unpredictable environmental conditions leads to food security is …

Ag-IoT for crop and environment monitoring: Past, present, and future

N Chamara, MD Islam, GF Bai, Y Shi, Y Ge - Agricultural systems, 2022 - Elsevier
CONTEXT Automated monitoring of the soil-plant-atmospheric continuum at a high
spatiotemporal resolution is a key to transform the labor-intensive, experience-based …

Application of smart techniques, internet of things and data mining for resource use efficient and sustainable crop production

A Ali, T Hussain, N Tantashutikun, N Hussain… - Agriculture, 2023 - mdpi.com
Technological advancements have led to an increased use of the internet of things (IoT) to
enhance the resource use efficiency, productivity, and cost-effectiveness of agricultural …

Unleashing the Potential of Digitalization in the Agri-Food Chain for Integrated Food Systems

C Krupitzer, A Stein - Annual Review of Food Science and …, 2023 - annualreviews.org
Digitalization transforms many industries, especially manufacturing, with new concepts such
as Industry 4.0 and the Industrial Internet of Things. However, information technology also …

Challenges and opportunities of agriculture digitalization in Spain

EN Sadjadi, R Fernández - Agronomy, 2023 - mdpi.com
Motivated by the ongoing debate on food security and the global trend of adopting new
emerging technologies in the aftermath of COVID-19, this research focuses on the …

[PDF][PDF] Unmanned aerial vehicle-based applications in smart farming: A systematic review

M Lachgar, H Hrimech, A Kartit - International Journal of …, 2023 - researchgate.net
On one hand, the emergence of cutting-edge technologies like AI, Cloud Computing, and
IoT holds immense potential in Smart Farming and Precision Agriculture. These …

A data-driven approach to increasing the lifetime of IoT sensor nodes

S Suryavansh, A Benna, C Guest, S Chaterji - Scientific Reports, 2021 - nature.com
Data transmission accounts for significant energy consumption in wireless sensor networks
where streaming data is generated by the sensors. This impedes their use in many settings …

[HTML][HTML] Annual comprehensive on hyper-automation technology application in farming

S Amertet, G Gebresenbet - Smart Agricultural Technology, 2024 - Elsevier
The purpose of agriculture is to support humankind. There are currently 7.7 billion people on
the planet. This figure will increase to nine billion by 2050. It implies that as the population …

Using computer vision and machine learning based methods for plant monitoring in agriculture: A systematic literature review

A Kempelis, A Romanovs… - 2022 63rd International …, 2022 - ieeexplore.ieee.org
Within food production in agriculture, different sensor networks are used to manage and
monitor different processes, ranging from the presence of certain plant nutrients in soil to the …

An efficient learning based approach for automatic record deduplication with benchmark datasets

M Ravikanth, S Korra, G Mamidisetti, M Goutham… - Scientific Reports, 2024 - nature.com
With technological innovations, enterprises in the real world are managing every iota of data
as it can be mined to derive business intelligence (BI). However, when data comes from …