Laboratory performance assessment of low-cost water level sensor for field monitoring in the tropics.

IF 7.2 2区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Water Research X Pub Date : 2024-12-26 eCollection Date: 2025-05-01 DOI:10.1016/j.wroa.2024.100298
Ning Ding, Qingchuan Zhu, Frederic Cherqui, Nicolas Walcker, Jean-Luc Bertrand-Krajewski, Perrine Hamel
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Abstract

As Water Sensitive Urban Design (WSUD) is a key strategy in integrated urban water management worldwide, there is a need for robust monitoring of WSUD systems. Being economical and flexible for operation and communication, low-cost sensor systems show great potential to mainstream digital water management. Yet, such systems are insufficiently tested, casting doubt on the reliability of their measurements. Here, we document a robust testing approach for a pressure transducer water level low-cost sensor (KIT0139) and a traditional sensor (OTT PLS) in both laboratory and field conditions. We tested six different devices under three temperatures relevant to tropical climate: 25, 30, 35 °C and proposed a field calibration approach. Results reveal that the low-cost sensors were robust as the six individual devices performed consistently under different testing conditions. After calibration, low-cost sensors provided sufficient accuracy (±10mm) and precision for water levels more than 0.05m. While varying water flow direction did not significantly influence the performance, we showed that calibration should be done for individual devices. In addition, large (>5 °C) variations in water temperature and varying wet/dry conditions may also influence the performance of the low-cost sensors. The field calibration approach was validated in a 3-month experiment, confirming that this model of low-cost sensor can effectively replace traditional sensors in the field in tropical climates. Our study confirms that systematic and thorough testing is needed for low-cost sensors systems to realize their full potential for scientific-grade applications. We provide practical recommendations to conduct such testing from the laboratory to the field.

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用于热带地区野外监测的低成本水位传感器的实验室性能评估。
由于水敏感型城市设计(WSUD)是世界范围内综合城市水管理的关键战略,因此需要对水敏感型城市设计系统进行强有力的监测。低成本的传感器系统具有经济、灵活的操作和通信能力,在主流数字水管理中显示出巨大的潜力。然而,这样的系统没有经过充分的测试,使人们对其测量结果的可靠性产生怀疑。在这里,我们记录了在实验室和现场条件下压力传感器水位低成本传感器(KIT0139)和传统传感器(OTT PLS)的强大测试方法。我们在与热带气候相关的三种温度下测试了六种不同的设备:25、30、35°C,并提出了一种现场校准方法。结果表明,在不同的测试条件下,6个单独的设备表现一致,低成本传感器具有鲁棒性。校准后,低成本传感器提供了足够的精度(±10mm)和精度,水位超过0.05m。虽然不同的水流方向对性能没有显著影响,但我们表明应该对单个设备进行校准。此外,水温的大变化(bbb50°C)和干湿条件的变化也可能影响低成本传感器的性能。在为期3个月的实验中验证了现场校准方法,证实了该低成本传感器模型可以有效地取代热带气候下的传统传感器。我们的研究证实,需要对低成本传感器系统进行系统和彻底的测试,以充分发挥其科学级应用的潜力。我们提供从实验室到现场进行此类测试的实用建议。
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来源期刊
Water Research X
Water Research X Environmental Science-Water Science and Technology
CiteScore
12.30
自引率
1.30%
发文量
19
期刊介绍: Water Research X is a sister journal of Water Research, which follows a Gold Open Access model. It focuses on publishing concise, letter-style research papers, visionary perspectives and editorials, as well as mini-reviews on emerging topics. The Journal invites contributions from researchers worldwide on various aspects of the science and technology related to the human impact on the water cycle, water quality, and its global management.
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