用于构建土壤温度网络的多通道、低成本、双数据存储数据记录器

IF 2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Gustavo N. Santiago , Ignacio Ciampitti
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引用次数: 0

摘要

温度测量在许多研究领域都至关重要,尤其是在农业领域,因为它可能对作物健康和产量产生重大影响。种子发芽等实验通常需要大量温度传感器来收集大量数据。通常情况下,使用数据记录器来存储信息,但市场上的数据记录器价格昂贵,提供的输入(通道)有限且不可定制,这给全面监测土壤温度带来了挑战。本研究旨在开发一个开源、低成本的数据记录器网络,该网络具有多个可定制的通道,用于本地和远程温度数据存储。硬件包括 Arduino、温度传感器、实时时钟和 LoRa 模块,用于将数据传输到 LILYGO TTGO 板,该板可将数据发送到远程 MongoDB 数据库,同时也可将数据存储到本地的 microSD 卡中。此外,还开发了一个数字工具,用于检索和显示 MongoDB 数据库中的当前和历史读数。最简单网络的硬件总成本约为 72 美元(基于当前价格),约为商业成本的 18%。与手动取样探针温度计相比,该系统的均方根误差 (RMSE) 为 1.6 °C,证明它是一个可靠的测量源。这项研究开发的硬件超越了商业选择,可以集成多个传感器和发射器,以较低的成本创建数据记录器网络。除硬件外,还开发了一个开源数字工具,用于可视化历史数据,无需额外费用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Multiple channels, low-cost, and dual data storage data logger for building a soil temperature network

Multiple channels, low-cost, and dual data storage data logger for building a soil temperature network

Temperature measurement is critical in many areas of research, particularly in agriculture, where it can have a significant impact on crop health and yield. Experiments such as seed germination often require numerous temperature sensors to collect extensive data. Typically, data loggers are used to store information, but market options are expensive and offer limited, non-customizable inputs (channels), creating challenges for comprehensive soil temperature monitoring. This study aims to develop a network of open-source, low-cost data loggers with multiple customizable channels for local and remote temperature data storage. The hardware includes Arduino, temperature sensors, a Real Time Clock, and a LoRa module to transmit data to a LILYGO TTGO board, which sends it to a remote MongoDB database while also storing it locally on a microSD card. In addition, a digital tool was developed to retrieve and display both current and historical readings from the MongoDB database. The total cost of this hardware is approximately US$ 72 (based on current prices) for the simplest network, which is approximately 18 % of the commercial cost. The system achieved a root mean square error (RMSE) of 1.6 °C compared to a manual sampling probe thermometer, proving it to be a reliable measurement source. The hardware developed in this study surpasses commercial options by allowing the integration of multiple sensors and emitters, creating a network of data loggers at a lower cost. In addition to the hardware, an open-source digital tool was developed to visualize historical data at no additional cost.

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来源期刊
HardwareX
HardwareX Engineering-Industrial and Manufacturing Engineering
CiteScore
4.10
自引率
18.20%
发文量
124
审稿时长
24 weeks
期刊介绍: HardwareX is an open access journal established to promote free and open source designing, building and customizing of scientific infrastructure (hardware). HardwareX aims to recognize researchers for the time and effort in developing scientific infrastructure while providing end-users with sufficient information to replicate and validate the advances presented. HardwareX is open to input from all scientific, technological and medical disciplines. Scientific infrastructure will be interpreted in the broadest sense. Including hardware modifications to existing infrastructure, sensors and tools that perform measurements and other functions outside of the traditional lab setting (such as wearables, air/water quality sensors, and low cost alternatives to existing tools), and the creation of wholly new tools for either standard or novel laboratory tasks. Authors are encouraged to submit hardware developments that address all aspects of science, not only the final measurement, for example, enhancements in sample preparation and handling, user safety, and quality control. The use of distributed digital manufacturing strategies (e.g. 3-D printing) is encouraged. All designs must be submitted under an open hardware license.
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