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用于热带地区现场监测的低成本水位传感器的实验室性能评估

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

作者信息

Ding Ning, Zhu Qingchuan, Cherqui Frederic, Walcker Nicolas, Bertrand-Krajewski Jean-Luc, Hamel Perrine

机构信息

Asian School of the Environment and Earth Observatory of Singapore, Nanyang Technological University, Singapore.

INSA Lyon, DEEP EA 7429, F-69621, Villeurbanne cedex, France.

出版信息

Water Res X. 2024 Dec 26;27:100298. doi: 10.1016/j.wroa.2024.100298. eCollection 2025 May 1.

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.

摘要

由于城市水敏感设计(WSUD)是全球城市综合水资源管理的一项关键策略,因此需要对WSUD系统进行强有力的监测。低成本传感器系统在运行和通信方面经济且灵活,在数字水管理主流化方面显示出巨大潜力。然而,此类系统尚未得到充分测试,其测量可靠性令人怀疑。在此,我们记录了一种针对压力传感器水位低成本传感器(KIT0139)和传统传感器(OTT PLS)在实验室和现场条件下的稳健测试方法。我们在与热带气候相关的三种温度下(25、30、35°C)测试了六种不同的设备,并提出了一种现场校准方法。结果表明,低成本传感器性能稳健,因为六个单独的设备在不同测试条件下表现一致。校准后,低成本传感器对于超过0.05m的水位提供了足够的精度(±10mm)和精密度。虽然水流方向的变化对性能没有显著影响,但我们表明应对单个设备进行校准。此外,水温的大幅变化(>5°C)和干湿条件的变化也可能影响低成本传感器的性能。现场校准方法在一个为期3个月的实验中得到验证,证实了这种低成本传感器模型能够在热带气候的现场有效替代传统传感器。我们的研究证实,低成本传感器系统需要进行系统而全面的测试,以充分发挥其在科学级应用中的潜力。我们提供了从实验室到现场进行此类测试的实用建议。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bea5/11745960/bff4001c5bf7/ga1.jpg

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