Advancements in smart farming: A comprehensive review of IoT, wireless communication, sensors, and hardware for agricultural automation

C Prakash, LP Singh, A Gupta, SK Lohan - Sensors and Actuators A …, 2023 - Elsevier
Agriculture automation is a primary issue and a rapidly developing field for the nation. The
global population is growing swiftly, so there is a severe need to fulfill food demand …

[HTML][HTML] Applications of internet of things (IoT) and sensors technology to increase food security and agricultural Sustainability: Benefits and challenges

A Morchid, R El Alami, AA Raezah, Y Sabbar - Ain Shams Engineering …, 2023 - Elsevier
Agriculture must overcome escalating problems in order to feed a growing population while
preserving the environment and natural resources. Recently, it has become clear that …

Data quality assessment and analysis for pest identification in smart agriculture

J Yang, G Lan, Y Li, Y Gong, Z Zhang… - Computers and Electrical …, 2022 - Elsevier
Deep learning has played a crucial role in the field of smart agriculture and been widely
used in various applications. However, the deep learning models are constrained by data …

[HTML][HTML] How artificial intelligence uses to achieve the agriculture sustainability: Systematic review

V Sachithra, L Subhashini - Artificial Intelligence in Agriculture, 2023 - Elsevier
The generation of food production that meets the rising demand for food and ecosystem
security is a big challenge. With the development of Artificial Intelligence (AI) models, there …

A new form of deep learning in smart logistics with IoT environment

F Jiang, XY Ma, YH Zhang, L Wang, WL Cao… - The Journal of …, 2022 - Springer
The purpose of this study is to introduce a method to fill the gap in urban freight volume
prediction in the Internet of Things by utilising deep learning for meeting smart logistics …

Intelligent fire location detection approach for extrawide immersed tunnels

Z Zhang, L Wang, S Liu, Y Yin - Expert Systems with Applications, 2024 - Elsevier
The confined spaces of extrawide immersed tunnels presents a significant challenge to the
effective implementation of firefighting strategies in the event of a fire. In such an event, it is …

Forest flame detection in unmanned aerial vehicle imagery based on YOLOv5

H Liu, H Hu, F Zhou, H Yuan - Fire, 2023 - mdpi.com
One of the major responsibilities for forest police is forest fire prevention and forecasting;
therefore, accurate and timely fire detection is of great importance and significance. We …

Darts game optimization with intuitionistic fuzzy kernel ridge regression for IoT based smart farming model

M Gokuldhev, DN Raju, RA Rajan, VT Indu - International Journal of …, 2022 - Springer
In recent years, the internet of things (IoT) based sensors are deployed on the farmland to
monitor the crops and soil suitability. The early prediction of drought plays an important part …

Applications of artificial intelligence in fire safety of agricultural structures

C Maraveas, D Loukatos, T Bartzanas, KG Arvanitis - Applied Sciences, 2021 - mdpi.com
Artificial intelligence applications in fire safety of agricultural structures have practical
economic and technological benefits on commercial agriculture. The FAO estimates that …

UAV forest fire detection based on lightweight YOLOv5 model

M Zhou, L Wu, S Liu, J Li - Multimedia Tools and Applications, 2023 - Springer
In recent years, the frequent occurrence of forest fires has caused serious impact on the
environment and economy. Fire detection has become a hot research direction. Despite the …