IoT for Smart Environment Monitoring Based on Python: A Review

Air pollution, water pollution, and radiation pollution are significant environmental factors that need to be addressed. Proper monitoring is crucial with the goal that by preserving a healthy society, the planet can achieve sustainable development. With advancements in the internet of things (IoT) and the improvement of modern sensors, environmental monitoring has evolved into a smart environment monitoring (SEM) system in recent years. This article aims to have a critical overview of significant contributions and SEM research, which include monitoring the quality of air , water pollution, radiation pollution, and agricultural systems. The review is divided based on the objectives of applying SEM methods, analyzing each objective about the sensors used, machine learning, and classification methods. Moreover, the authors have thoroughly examined how advancements in sensor technology, the Internet of Things, and machine learning methods have made environmental monitoring into a truly smart monitoring system.

[1]  Yan Lin Aung,et al.  Smart Air Quality Monitoring System with LoRaWAN , 2018, 2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS).

[3]  Zaid Abu-alreesh,et al.  Environmental monitoring using wireless sensor network , 2009 .

[4]  Luigi Patrono,et al.  Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future , 2020, Journal of Cleaner Production.

[5]  B C Mallikarjun,et al.  Aquaculture monitoring and control system: An IoT based approach , 2019 .

[6]  B. Sridhar,et al.  IoT based smart crop-field monitoring and automation irrigation system , 2018, 2018 2nd International Conference on Inventive Systems and Control (ICISC).

[7]  Haoyu Zhang,et al.  A Home Environment Monitoring Design on Arduino , 2018, 2018 International Conference on Intelligent Transportation, Big Data & Smart City (ICITBS).

[8]  Priti Maheshwary,et al.  Environmental Monitoring System for Smart City Based on Secure Internet of Things (IoT) Architecture , 2019, Wirel. Pers. Commun..

[9]  Kishorebabu Vasanth,et al.  Real Time Monitoring of Environmental Parameters Using IOT , 2020, Wirel. Pers. Commun..

[10]  Aseem Patil,et al.  Real Object Detection Using TensorFlow , 2020 .

[11]  Neha K. Nawandar,et al.  IoT based low cost and intelligent module for smart irrigation system , 2019, Comput. Electron. Agric..

[12]  Akhilesh Kumar Singh,et al.  Architecture, Issues and Challenges in Monitoring based on IoT for Smarter Environment , 2020, 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC).

[13]  Saraju P. Mohanty,et al.  gCrop: Internet-of-Leaf-Things (IoLT) for Monitoring of the Growth of Crops in Smart Agriculture , 2019, 2019 IEEE International Symposium on Smart Electronic Systems (iSES) (Formerly iNiS).

[14]  Shashikant Sadistap,et al.  Development of Environment Monitoring System Using Internet of Things , 2018 .

[15]  Rutvik Mehta,et al.  Air pollution monitoring and prediction using IoT , 2018, 2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT).

[16]  Arun Kumar Sangaiah,et al.  Analysis and Prediction of Water Quality Using LSTM Deep Neural Networks in IoT Environment , 2019, Sustainability.

[17]  Bineet Kumar Jha Cloud-Based Smart Water Quality Monitoring System using IoT Sensors and Machine Learning , 2020 .

[18]  Jean-Michel Redouté,et al.  A Wearable Multi-sensor IoT Network System for Environmental Monitoring , 2019, Advances in Body Area Networks I.

[19]  M. Kartiwi,et al.  Development of Air Quality Measurement System using Raspberry Pi , 2018, 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA).

[20]  A. Umamakeswari,et al.  Low cost pollution control and air quality monitoring system using Raspberry Pi for Internet of Things , 2017, 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS).

[21]  Hock Beng Lim,et al.  AirQ: A Smart IoT Platform for Air Quality Monitoring , 2020, 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC).

[22]  M. Hariadi,et al.  Development of IoT for Automated Water Quality Monitoring System , 2019, 2019 International Conference on Computer Science, Information Technology, and Electrical Engineering (ICOMITEE).

[23]  Nageswara Rao Moparthi,et al.  Water Quality Monitoring System Using IOT , 2018, 2018 Fourth International Conference on Advances in Electrical, Electronics, Information, Communication and Bio-Informatics (AEEICB).

[24]  A. Reyes Yanes,et al.  Towards automated aquaponics: A review on monitoring, IoT, and smart systems , 2020 .

[25]  Mohammad Shahadat Hossain,et al.  IoT based Smart System to Support Agricultural Parameters: A Case Study , 2019, Procedia Computer Science.

[26]  Sanmeet Kaur,et al.  Internet of Things (IoT), Applications and Challenges: A Comprehensive Review , 2020, Wireless Personal Communications.

[27]  Raj Kumar Gupta,et al.  Raspberry Pi-based smart sensing platform for drinking-water quality monitoring system: a Python framework approach , 2019, Drinking Water Engineering and Science.

[28]  U B Mahadevaswamy,et al.  Automatic IoT Based Plant Monitoring and Watering System using Raspberry Pi , 2018 .

[29]  M. P. Jyothi,et al.  IOT Based Monitoring System in Smart Agriculture , 2017, 2017 International Conference on Recent Advances in Electronics and Communication Technology (ICRAECT).

[30]  Imed Romdhani,et al.  Big data and IoT-based applications in smart environments: A systematic review , 2021, Comput. Sci. Rev..

[31]  J. Nikhila Web based Environmental Monitoring System using Raspberry Pi , 2017, 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC).

[32]  Evan D. G. Fraser,et al.  Smart poultry management: Smart sensors, big data, and the internet of things , 2020, Comput. Electron. Agric..

[33]  Evangelos Pallis,et al.  A Survey on the Internet of Things (IoT) Forensics: Challenges, Approaches, and Open Issues , 2020, IEEE Communications Surveys & Tutorials.

[34]  IoT based Agriculture Monitoring and Smart Irrigation System using Raspberry Pi , 2020 .

[35]  T. M. Vinod Kumar Smart Environment for Smart Cities , 2019, Smart Environment for Smart Cities.

[36]  Venet Osmani,et al.  Monitoring and detecting faults in wastewater treatment plants using deep learning , 2020, Environmental Monitoring and Assessment.

[37]  H. Agrawal,et al.  An IoT Based Air Pollution Monitoring System for Smart Cities , 2019, 2019 IEEE International Conference on Sustainable Energy Technologies (ICSET).

[38]  Ashish Kumar Luhach,et al.  IOT based Air Quality Monitoring System Using MQ135 and MQ7 with Machine Learning Analysis , 2019, Scalable Computing: Practice and Experience.

[39]  Swades De,et al.  Smart IoT Communication: Circuits and Systems , 2020, 2020 International Conference on COMmunication Systems & NETworkS (COMSNETS).

[40]  S. Udhayakumar,et al.  Mobile integrated smart irrigation management and monitoring system using IOT , 2017, 2017 International Conference on Communication and Signal Processing (ICCSP).

[41]  S. Vishnu,et al.  Applications of Internet of Things (IoT) – An Overview , 2020, 2020 5th International Conference on Devices, Circuits and Systems (ICDCS).

[42]  Zuoxi Zhao,et al.  Lagoon water quality monitoring based on digital image analysis and machine learning estimators. , 2020, Water research.

[43]  Md. Milon Islam,et al.  Development of Smart Healthcare Monitoring System in IoT Environment , 2020, SN Comput. Sci..

[44]  Murizah Kassim,et al.  A ThingSpeak IoT on Real Time Room Condition Monitoring System , 2020, 2020 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS).

[45]  Iswanto,et al.  IoT-based weather station with python user interface for measurement technique of educational purpose , 2020 .

[46]  Mourvika Shirode,et al.  IOT Based Water Quality Monitoring System , 2018 .

[48]  Sangeeta Kumari,et al.  An IoT based smart solution for leaf disease detection , 2017, 2017 International Conference on Big Data, IoT and Data Science (BID).

[49]  Cho Zin Myint,et al.  Reconfigurable smart water quality monitoring system in IoT environment , 2017, 2017 IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS).

[50]  Sriyanka,et al.  Smart Environmental Monitoring through Internet of Things (IoT) using RaspberryPi 3 , 2017, 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC).

[51]  Md. Eshrat E. Alahi,et al.  Design and Development of an IoT enabled Pedestrian Counting and Environmental Monitoring System for a Smart City , 2019, 2019 13th International Conference on Sensing Technology (ICST).