A Pilot Study of Smart Agricultural Irrigation using Unmanned Aerial Vehicles and IoT-Based Cloud System

@article{Karar2021APS,
  title={A Pilot Study of Smart Agricultural Irrigation using Unmanned Aerial Vehicles and IoT-Based Cloud System},
  author={M. E. Karar and Faris Alotaibi and Abdullah Al-Rasheed and Omar Ahmed Reyad},
  journal={ArXiv},
  year={2021},
  volume={abs/2101.01851}
}
This article introduces a new mobile-based application of modern information and communication technology in agriculture based on Internet of Things (IoT), embedded systems and an unmanned aerial vehicle (UAV). The proposed agricultural monitoring system was designed and implemented using Arduino microcontroller boards, Wi-Fi modules, water pumps and electronic environmental sensors, namely temperature, humidity and soil moisture. The role of UAV in this study is to collect these environmental… 
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References

SHOWING 1-10 OF 43 REFERENCES

Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review

IoT and Neural Network-Based Water Pumping Control System For Smart Irrigation

This article aims at saving the wasted water in the process of irrigation using the Internet of Things (IoT) based on a set of sensors and Multi-Layer Perceptron (MLP) neural network, using the Arduino board to control the water pump automatically.

Internet of Things (IoT) for Smart Precision Agriculture and Farming in Rural Areas

A cross-layer-based channel access and routing solution for sensing and actuating is proposed for monitoring and controlling agriculture and farms in rural areas and reduces network latency up to a certain extent.

An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges

The IoT ecosystem is presented and how the combination of IoT and DA is enabling smart agriculture, and future trends and opportunities are provided which are categorized into technological innovations, application scenarios, business, and marketability.

The Construction of the Integration of Water and Fertilizer Smart Water Saving Irrigation System Based on Big Data

The integration of water and fertilizer irrigation intelligent big data system is established based on the technologies of Internet of things, big data and so on, which can predict and forecast the water requirement of crops in different growth periods and make the decision of automatic irrigation and fertilization.

Adapting an industrial automation protocol to remote monitoring of mobile agricultural machinery: a combine harvester with IoT

IoT based Unmanned Aerial Vehicle system for Agriculture applications

In India, agriculture plays a pivotal role and provides a principal means of livelihood. Pesticides save the crop from pests and improve the yield. At present pesticides and fertilizers are sprayed…

Smart drip irrigation system for sustainable agriculture

A fully automated drip irrigation system which is controlled and monitored by using ARM9 processor, which informs user about any abnormal conditions like less moisture content and temperature rise, even concentration of CO2 via SMS through the GSM module.

Research on the monitoring system of wheat diseases, pests and weeds based on IOT

The paper put forward introducing the Internet of things in the monitoring process of wheat diseases, pests and weeds, and building intelligent monitor system of wheat disease, pest and weeds based on IOT.

Design and implementation of smart irrigation system for groundwater use at farm scale

A fully automated and wireless irrigation control system that avoids subjective decisions about irrigation volumes and timing was developed and has been installed in 14 farms in Oman.