An Internet of Things Platform for Forest Protection

Q3 Engineering
Mustafa Sanli
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引用次数: 0

Abstract

Forests have a very important function in sustaining the natural life on our planet. However, fires, natural disasters, uncontrolled tree cutting and many other dangers threaten these important resources. Therefore, effective monitoring and protection of forests is vital. This paper explores the development and implementation of an Internet of Things (IoT)-enabled forest monitoring system as an innovative solution that will contribute to the protection of forests. The presented system provides real-time and comprehensive forest data by integrating sensors, data communication and cloud platforms. It captures important information such as temperature, humidity, air quality and wildlife activities. Fire detection is achieved by correlating the increase in CO gas concentration with the increase in temperature. Landslides are detected by measuring the acceleration of soil movement in 3 axes. Additionally, the system includes advanced machine learning-based acoustic tracking techniques to detect chainsaws, motor vehicles, screams, shouts, and gunshots. The IoT-based system provides a web-based user interface and other powerful tools to system users such as forest managers and researchers. These tools detect early signs of threats such as wildfires, landslides and changes in forest health. Through our testing, we demonstrate the system's effectiveness in providing timely insights for protecting forests and managing ecosystems. Through the use of effective technology, this research contributes to improving our ability to protect and preserve the forests that are so important for our planet.
森林保护物联网平台
森林对于维持地球上的自然生命具有非常重要的作用。然而,火灾、自然灾害、无节制砍伐树木和许多其他危险威胁着这些重要资源。因此,有效监测和保护森林至关重要。本文探讨了物联网(IoT)森林监测系统的开发和实施,这是一个有助于保护森林的创新解决方案。该系统通过整合传感器、数据通信和云平台,提供实时、全面的森林数据。它能捕捉温度、湿度、空气质量和野生动物活动等重要信息。火灾探测是通过将二氧化碳气体浓度的增加与温度的增加联系起来来实现的。山体滑坡是通过测量土壤在 3 个轴向的运动加速度来检测的。此外,该系统还包括先进的基于机器学习的声学跟踪技术,可检测电锯、机动车、尖叫声、呼喊声和枪声。基于物联网的系统为森林管理者和研究人员等系统用户提供了基于网络的用户界面和其他功能强大的工具。这些工具可以检测到野火、山体滑坡和森林健康变化等威胁的早期迹象。通过测试,我们证明了该系统在为保护森林和管理生态系统提供及时见解方面的有效性。通过使用有效的技术,这项研究有助于提高我们保护和保存森林的能力,因为森林对我们的地球非常重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
European Journal of Forest Engineering
European Journal of Forest Engineering Agricultural and Biological Sciences-Forestry
CiteScore
1.30
自引率
0.00%
发文量
6
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