Prototype of an IoT-Based Low-Cost Sensor Network for the Hydrological Monitoring of Landslide-Prone Areas

被引:12
作者
Marino, Pasquale [1 ]
Quintero, Daniel Camilo Roman [1 ]
Santonastaso, Giovanni Francesco [1 ]
Greco, Roberto [1 ]
机构
[1] Univ Campania Luigi Vanvitelli, Dipartimento Ingn, Via Roma 9, I-81031 Aversa, Italy
关键词
landslide early warning systems; capacitive soil moisture sensors; Internet of Things; ThingSpeak (TM); SOIL-MOISTURE; CAMPANIA REGION; TEMPERATURE; INITIATION; BEHAVIOR; SLOPES;
D O I
10.3390/s23042299
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Steep slopes covered by loose unsaturated pyroclastic deposits widely dispersed in Campania, Southern Italy, are often subjected to shallow landslides that turn into fast debris flows causing a large amount of damage and many casualties, triggered by heavy and persistent precipitation. The slope of Cervinara, located around 40 km northeast of Naples, was involved in a destructive flowslide between 15 and 16 December 1999, triggered by a rain event of 325 mm in 48 h. Hydrometeorological monitoring activities have been carried out near the landslide scarp of 1999 since 2017 to assess the water balance and to identify major hydrological processes involving the cover and the shallow groundwater system developing in the upper part of the underlying limestone fractured bedrock. Since 1 December 2022, a remotely accessible low-cost network has been installed to expand the field hydrological monitoring. The use of a network of low-cost capacitive sensors, communicating within the domain of Internet of Things (IoT) technology, aiming at dispersed monitoring of soil moisture, has been tested. Specifically, the tested prototype network allows measurements of the soil water content at two different points, communicating through a Wi-Fi-based IoT system using ESP32 boards. The ThingSpeak (TM) IoT platform has been used for remote field data visualization. Based on the obtained results, the prototype of this IoT-based low-cost network shows the potential to expand the amount of hydrological data, suitable for setting up early warning systems in landslide-prone areas.
引用
收藏
页数:15
相关论文
共 39 条
  • [21] Low-Cost Open Source IoT-Based SCADA System for a BTS Site Using ESP32 and Arduino IoT Cloud
    Oton, Cyprian N.
    Iqbal, M. Tariq
    2021 IEEE 12TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE (UEMCON), 2021, : 681 - 685
  • [22] Arduinos in the wild: A novel, low-cost sensor network for high-resolution microclimate monitoring in remote ecosystems
    Muehlbauer, Lina K. K.
    Zavattoni, Giorgio
    Virtanen, Risto
    Grube, Martin
    Weber, Bettina
    Clark, Adam Thomas
    ECOLOGICAL SOLUTIONS AND EVIDENCE, 2023, 4 (03):
  • [23] A Design of Greenhouse Monitoring System Based on Low-Cost Mesh Wi-Fi Wireless Sensor Network
    Tung Cao Pham
    Hien Bich Vo
    Nhu Quang Tran
    2021 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS), 2021, : 912 - 917
  • [24] Artificial-Neural-Network-Assisted Sensor Clustering for Robust Communication Network in IoT-Based Electricity Transmission Line Monitoring
    Kong, Peng-Yong
    Song, Yujae
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (17) : 16701 - 16713
  • [25] A Low-Cost Wireless Sensor Network for Barn Climate and Emission Monitoring-Intermediate Results
    Janke, David
    Bornwin, Michael
    Coorevits, Kobe
    Hempel, Sabrina
    van Overbeke, Philippe
    Demeyer, Peter
    Rawat, Aditya
    Declerck, Arnout
    Amon, Thomas
    Amon, Barbara
    ATMOSPHERE, 2023, 14 (11)
  • [26] A Low-Cost, Real-Time Rooftop IoT-Based Photovoltaic (PV) System for Energy Management and Home Automation
    Uzair M.
    Al-Kafrawi S.
    Al-Janadi K.
    Al-Bulushi I.
    Energy Engineering: Journal of the Association of Energy Engineering, 2022, 119 (01): : 83 - 101
  • [27] IoT-based low-cost 3D mapping using 2D Lidar for different materials
    Yusuf, Mohd
    Zaidi, Aman
    Haleem, Abid
    Bahl, Shashi
    Javaid, Mohd
    Garg, Sonu Bala
    Garg, Jatinder
    MATERIALS TODAY-PROCEEDINGS, 2022, 57 : 942 - 947
  • [28] A Low-Cost Flexible Perforated Respiratory Sensor Based on Platinum for Continuous Respiratory Monitoring
    Cao, Lu
    Zhang, Zhitong
    Li, Junshi
    Wang, Zhongyan
    Ren, Yingjie
    Wang, Qining
    Huang, Dong
    Li, Zhihong
    MICROMACHINES, 2022, 13 (10)
  • [29] Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity
    Sanz, Ernesto
    Trincado, Jorge
    Martinez, Jorge
    Payno, Jorge
    Morante, Omer
    Almeida-Naulay, Andres F.
    Berlanga, Antonio
    Molina, Jose M.
    Zubelzu, Sergio
    Patricio, Miguel A.
    ENVIRONMENTAL MODELLING & SOFTWARE, 2024, 182
  • [30] Low-Cost, Open Source IoT-Based SCADA System Design Using Thinger.IO and ESP32 Thing
    Aghenta, Lawrence Oriaghe
    Iqbal, Mohammad Tariq
    ELECTRONICS, 2019, 8 (08)