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Advances in Smart Environment Monitoring Systems Using IoT and Sensors.

Silvia Liberata Ullo1, G R Sinha2

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Summary

Smart environmental monitoring (SEM) systems, leveraging the Internet of Things (IoT) and advanced sensors, are crucial for sustainable growth. This review critically examines SEM

Keywords:
environmentinternet of things (IoT)pollutionsensorssmart environment monitoring (SEM)smart sensorwireless sensor networks (WSNs)

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Area of Science:

  • Environmental Science
  • Computer Science
  • Engineering

Background:

  • Environmental pollution (air, water, radiation) presents significant challenges to global sustainable growth and public health.
  • Traditional environmental monitoring methods are evolving with advancements in the Internet of Things (IoT) and modern sensor technologies.
  • The integration of IoT and sensors has led to the development of Smart Environmental Monitoring (SEM) systems.

Purpose of the Study:

  • To critically review significant research contributions and studies on SEM systems.
  • To analyze SEM applications in monitoring air quality, water quality, radiation pollution, and agriculture.
  • To examine the sensors, machine learning techniques, and classification methods employed in SEM.

Main Methods:

  • A comprehensive literature review of SEM research.
  • Categorization of SEM applications based on their purpose.
  • Detailed analysis of sensors, machine learning algorithms, and classification techniques within each category.

Main Results:

  • Identified key trends and research directions in SEM.
  • Highlighted the impact of sensor technology, IoT, and machine learning on creating effective SEM systems.
  • Provided a detailed analysis of the components and methodologies used in various SEM applications.

Conclusions:

  • SEM, powered by IoT and advanced sensors, is transforming environmental monitoring.
  • The review suggests recommendations for future SEM research, including robust machine learning methods, denoising techniques, and standards for wireless sensor networks (WSNs).
  • Advances in technology are making environmental monitoring a truly smart and integrated system.