Local Weather Station Design and Development for Cost-Effective Environmental Monitoring and Real-Time Data Sharing

被引:1
|
作者
Rivera, Antonio [1 ]
Ponce, Pedro [1 ]
Mata, Omar [1 ]
Molina, Arturo [1 ]
Meier, Alan [2 ]
机构
[1] Tecnol Monterrey, Inst Adv Mat Sustainable Mfg, Monterrey 14380, Mexico
[2] Lawrence Berkeley Natl Lab, 1 Cyclotron Rd, Berkeley, CA 94720 USA
关键词
weather analytics; sustainable monitoring; atmospheric data; predictive modeling; data collaboration; sensor networks;
D O I
10.3390/s23229060
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Current weather monitoring systems often remain out of reach for small-scale users and local communities due to their high costs and complexity. This paper addresses this significant issue by introducing a cost-effective, easy-to-use local weather station. Utilizing low-cost sensors, this weather station is a pivotal tool in making environmental monitoring more accessible and user-friendly, particularly for those with limited resources. It offers efficient in-site measurements of various environmental parameters, such as temperature, relative humidity, atmospheric pressure, carbon dioxide concentration, and particulate matter, including PM 1, PM 2.5, and PM 10. The findings demonstrate the station's capability to monitor these variables remotely and provide forecasts with a high degree of accuracy, displaying an error margin of just 0.67%. Furthermore, the station's use of the Autoregressive Integrated Moving Average (ARIMA) model enables short-term, reliable forecasts crucial for applications in agriculture, transportation, and air quality monitoring. Furthermore, the weather station's open-source nature significantly enhances environmental monitoring accessibility for smaller users and encourages broader public data sharing. With this approach, crucial in addressing climate change challenges, the station empowers communities to make informed decisions based on real-time data. In designing and developing this low-cost, efficient monitoring system, this work provides a valuable blueprint for future advancements in environmental technologies, emphasizing sustainability. The proposed automatic weather station not only offers an economical solution for environmental monitoring but also features a user-friendly interface for seamless data communication between the sensor platform and end users. This system ensures the transmission of data through various web-based platforms, catering to users with diverse technical backgrounds. Furthermore, by leveraging historical data through the ARIMA model, the station enhances its utility in providing short-term forecasts and supporting critical decision-making processes across different sectors.
引用
收藏
页数:26
相关论文
共 50 条
  • [1] Needle in A Haystack: Cost-Effective Data Analytics for Real-Time Cloud Sharing
    Hua, Yu
    Feng, Dan
    [J]. 2014 IEEE 22ND INTERNATIONAL SYMPOSIUM OF QUALITY OF SERVICE (IWQOS), 2014, : 159 - 167
  • [2] New Technologies: Real-time Telepathology SystemsNovel Cost-effective Tools for Real-time Consultation and Data Sharing
    Siegel, Gabriel
    Regelman, Dan
    Maronpot, Robert
    Rosenstock, Moti
    Nyska, Abraham
    [J]. TOXICOLOGIC PATHOLOGY, 2017, 45 (08) : 1039 - 1042
  • [3] Low Cost IoT Based Weather Station for Real-Time Monitoring
    Alam, Md Jahirul
    Rafi, Shoyeb Ahammad
    Badhan, Ali Adnan
    Islam, Md Najmul
    Shuvo, Saiful Islam
    Saleque, Ahmed Mortuza
    [J]. 2020 IEEE 2ND INTERNATIONAL CONFERENCE ON CIRCUITS AND SYSTEMS (ICCS 2020), 2020, : 127 - 133
  • [4] Development of a low-cost weather station and real-time monitoring for automated irrigation management
    Rocha, Jampierre Viera
    Magalhaes, Ricardo Rodrigues
    de Carvalho, Luiz Gonsaga
    Diotto, Adriano Valentim
    Groenner Barbosa, Bruno Henrique
    [J]. ACTA SCIENTIARUM-TECHNOLOGY, 2022, 44
  • [5] Cost-Effective and Real-Time SCADA Home Energy Monitoring System
    Paramasivam, S.
    Thillainathan, L.
    Zeynal, H.
    Diana, N.
    [J]. 2014 IEEE 8TH INTERNATIONAL POWER ENGINEERING AND OPTIMIZATION CONFERENCE (PEOCO), 2014, : 585 - 590
  • [6] Design of Real-time Weather Monitoring System Based on Mobile Application using Automatic Weather Station
    Munandar, Aris
    Fakhrurroja, Hanif
    Rizqyawan, Muhammad Ilham
    Pratama, Rian Putra
    Wibowo, Jony Winaryo
    Anto, Irfan Asfy Fakhry
    [J]. PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON AUTOMATION, COGNITIVE SCIENCE, OPTICS, MICRO ELECTRO-MECHANICAL SYSTEM, AND INFORMATION TECHNOLOGY (ICACOMIT), 2017, : 44 - 47
  • [7] MIRRA: A Modular and Cost-Effective Microclimate Monitoring System for Real-Time Remote Applications
    Pieters, Olivier
    Deprost, Emiel
    van der Donckt, Jonas
    Brosens, Lore
    Sanczuk, Pieter
    Vangansbeke, Pieter
    De Swaef, Tom
    De Frenne, Pieter
    Wyffels, Francis
    [J]. SENSORS, 2021, 21 (13)
  • [8] Development of a Cost-Effective IoT-Based Weather Monitoring System
    Mohapatra, Debashish
    Subudhi, Bidyadhar
    [J]. IEEE CONSUMER ELECTRONICS MAGAZINE, 2022, 11 (05) : 81 - 86
  • [9] Extending the vision: cost-effective relay of real-time simulation
    Khan, Kamran Z.
    [J]. MEDICAL EDUCATION, 2008, 42 (05) : 539 - 540
  • [10] Cost-Effective Resource Provisioning for Real-Time Workflow in Cloud
    Wu, Lei
    Ding, Ran
    Jia, Zhaohong
    Li, Xuejun
    [J]. COMPLEXITY, 2020, 2020