Low-Cost Microcontroller-Based Multiparametric Probe for Coastal Area Monitoring

被引:12
|
作者
Parra, Lorena [1 ]
Viciano-Tudela, Sandra [1 ]
Carrasco, David [1 ]
Sendra, Sandra [1 ]
Lloret, Jaime [1 ]
机构
[1] Univ Politecn Valencia, Inst Invest Gest Integrada Zonas Costeras, Valencia 46730, Spain
关键词
water quality; salinity; total dissolved solids; physical sensor; inductive coils; light abortion; electromagnetic sensor; optical sensor; QUALITY PARAMETERS; TURBIDITY SENSOR; WATER;
D O I
10.3390/s23041871
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The monitoring of the coastal environment is a crucial factor in ensuring its proper management. Nevertheless, existing monitoring technologies are limited due to their cost, temporal resolution, and maintenance needs. Therefore, limited data are available for coastal environments. In this paper, we present a low-cost multiparametric probe that can be deployed in coastal areas and integrated into a wireless sensor network to send data to a database. The multiparametric probe is composed of physical sensors capable of measuring water temperature, salinity, and total suspended solids (TSS). The node can store the data in an SD card or send them. A real-time clock is used to tag the data and to ensure data gathering every hour, putting the node in deep sleep mode in the meantime. The physical sensors for salinity and TSS are created for this probe and calibrated. The calibration results indicate that no effect of temperature is found for both sensors and no interference of salinity in the measuring of TSS or vice versa. The obtained calibration model for salinity is characterised by a correlation coefficient of 0.9 and a Mean Absolute Error (MAE) of 0.74 g/L. Meanwhile, different calibration models for TSS were obtained based on using different light wavelengths. The best case was using a simple regression model with blue light. The model is characterised by a correlation coefficient of 0.99 and an MAE of 12 mg/L. When both infrared and blue light are used to prevent the effect of different particle sizes, the determination coefficient of 0.98 and an MAE of 57 mg/L characterised the multiple regression model.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] A simple low-cost microcontroller-based photometric instrument for monitoring chloroplast movement
    Robert Berg
    Martina Königer
    Brit-Maren Schjeide
    George Dikmak
    Susan Kohler
    Gary C. Harris
    Photosynthesis Research, 2006, 87 : 303 - 311
  • [2] A simple low-cost microcontroller-based photometric instrument for monitoring chloroplast movement
    Berg, Robert
    Koniger, Martina
    Schjeide, Brit-Maren
    Dikmak, George
    Kohler, Susan
    Harris, Gary C.
    PHOTOSYNTHESIS RESEARCH, 2006, 87 (03) : 303 - 311
  • [3] Low-Cost Microcontroller-based Hover Control Design of a Quadcopter
    Leong, Bernard Tat Meng
    Low, Sew Ming
    Ooi, Melanie Po-Leen
    INTERNATIONAL SYMPOSIUM ON ROBOTICS AND INTELLIGENT SENSORS 2012 (IRIS 2012), 2012, 41 : 458 - 464
  • [4] Microcontroller-based Low-cost Seed Metering Module Retrofit on Cultivator
    Gautam, Prem Veer
    Kushwaha, H. L.
    Kumar, Adarsh
    Khura, T. K.
    Sarkar, S. K.
    INDIAN JOURNAL OF ENGINEERING AND MATERIALS SCIENCES, 2023, 30 (01) : 180 - 188
  • [5] A low-cost microcontroller-based measurement system for a fractional glow technique
    Lyamayev, V. I.
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2006, 17 (12) : N75 - N80
  • [6] Evaluation of low-cost microcontroller-based systems for simple sensor applications
    Burse B.
    Aicher A.
    Doycheva K.
    Walther C.
    Ringert J.O.
    Proceedings of the Institution of Civil Engineers: Smart Infrastructure and Construction, 2023, 176 (04) : 183 - 193
  • [7] A Novel Low-Cost Synchronous/Asynchronous Microcontroller-Based Pulsed Laser
    Pablo Lauterio-Cruz, Jesus
    Carlos Hernandez-Garcia, Juan
    David Filoteo-Razo, Jose
    Moises Estudillo-Ayala, Julian
    Rojas-Laguna, Roberto
    Pottiez, Olivier
    Hugo Barron-Zambrano, Jose
    Rostro-Gonzalez, Horacio
    ELECTRONICS, 2019, 8 (05)
  • [8] A low-cost microcontroller-based system to monitor crop temperature and water status
    Fisher, Daniel K.
    Kebede, Hirut
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2010, 74 (01) : 168 - 173
  • [10] The Design of Low-Cost Stand-Alone Microcontroller-Based Wireless Ultrasonic System for Process Monitoring and Analysis
    Keskinoglu, Cemil
    Aydin, Ahmet
    JOURNAL OF ULTRASOUND IN MEDICINE, 2022, 41 (10) : 2577 - 2589