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DOI: 10.14569/IJACSA.2018.090458
PDF

Internet of Plants Application for Smart Agriculture

Author 1: Khurshid Aliev
Author 2: Mohammad Moazzam Jawaid
Author 3: Sanam Narejo
Author 4: Eros Pasero
Author 5: Alim Pulatov

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 9 Issue 4, 2018.

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Abstract: Nowadays, Internet of Things (IoT) is receiving a great attention due to its potential strength and ability to be integrated into any complex system. The IoT provides the acquired data from the environment to the Internet through the service providers. This further helps users to view the numerical or plotted data. In addition, it also allows objects which are located in long distances to be sensed and controlled remotely through embedded devices which are important in agriculture domain. Developing such a system for the IoT is a very complex task due to the diverse variety of devices, link layer technologies, and services. This paper proposes a practical approach to acquiring data of temperature, humidity and soil moisture of plants. In order to accomplish this, we developed a prototype device and an android application which acquires physical data and sends it to cloud. Moreover, in the subsequent part of current research work, we have focused towards a temperature forecasting application. Forecasting metrological parameters have a profound influence on crop growth, development and yields of agriculture. In response to this fact, an application is developed for 10 days ahead maximum and minimum temperatures forecasting using a type of recurrent neural network.

Keywords: Internet of Things; wireless sensor networks; smart agriculture; smartphone applications; artificial neural network; nonlinear autoregressive model; temperature forecasting

Khurshid Aliev, Mohammad Moazzam Jawaid, Sanam Narejo, Eros Pasero and Alim Pulatov, “Internet of Plants Application for Smart Agriculture” International Journal of Advanced Computer Science and Applications(IJACSA), 9(4), 2018. http://dx.doi.org/10.14569/IJACSA.2018.090458

@article{Aliev2018,
title = {Internet of Plants Application for Smart Agriculture},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2018.090458},
url = {http://dx.doi.org/10.14569/IJACSA.2018.090458},
year = {2018},
publisher = {The Science and Information Organization},
volume = {9},
number = {4},
author = {Khurshid Aliev and Mohammad Moazzam Jawaid and Sanam Narejo and Eros Pasero and Alim Pulatov}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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