Raspberry Pi–powered temperature monitoring of growth chamber microclimates

IF 3.5 3区 生物学 Q2 PLANT SCIENCES
Applications in Plant Sciences Pub Date : 2025-10-22 Epub Date: 2025-09-26 DOI:10.1002/aps3.70022
Joseph Ballenger, Samuel Kenney, Jared Gordon, Leonardo Chavez, Joseph G. Duenwald, Katherine M. Murphy, Leonardo W. Lima, Cesar Lizarraga, Malia A. Gehan
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引用次数: 0

Abstract

Premise

While controlled environments are desirable for growing and measuring plants, growth chambers and greenhouses typically have microclimates that impact plant growth, development, and stress responses. Furthermore, opening and closing the doors of a controlled environment introduces variation in the environment, especially at temperature extremes, affecting both the measurements and the organisms within. Using multiple temperature data loggers to normalize results can be cost-prohibitive and rarely offers real-time feedback on temperature status.

Methods and Results

We used low-cost single-board computers, cameras, and temperature sensors to manage and capture growth chamber temperatures while acquiring plant image data. Detailed here are methods to document microclimates within a growth chamber so that data can be normalized to measured temperature information.

Conclusions

This protocol describes a low-cost method for automated temperature monitoring, which enables both high-throughput measurements of temperature along with plant growth and stress responses via plant imaging.

Abstract Image

Abstract Image

树莓派驱动的生长室微气候温度监测
虽然受控环境是生长和测量植物的理想环境,但生长室和温室通常具有影响植物生长、发育和应激反应的小气候。此外,打开和关闭受控环境的门会引起环境的变化,特别是在极端温度下,这会影响测量和其中的生物。使用多个温度数据记录仪来标准化结果可能成本过高,而且很少提供温度状态的实时反馈。方法与结果我们使用低成本的单板计算机、摄像机和温度传感器来管理和捕获生长室的温度,同时获取植物图像数据。这里详细介绍了在生长室内记录微气候的方法,以便将数据归一化为测量的温度信息。该方案描述了一种低成本的自动温度监测方法,可以通过植物成像高通量测量温度以及植物生长和胁迫反应。
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来源期刊
CiteScore
7.30
自引率
0.00%
发文量
50
审稿时长
12 weeks
期刊介绍: Applications in Plant Sciences (APPS) is a monthly, peer-reviewed, open access journal promoting the rapid dissemination of newly developed, innovative tools and protocols in all areas of the plant sciences, including genetics, structure, function, development, evolution, systematics, and ecology. Given the rapid progress today in technology and its application in the plant sciences, the goal of APPS is to foster communication within the plant science community to advance scientific research. APPS is a publication of the Botanical Society of America, originating in 2009 as the American Journal of Botany''s online-only section, AJB Primer Notes & Protocols in the Plant Sciences. APPS publishes the following types of articles: (1) Protocol Notes describe new methods and technological advancements; (2) Genomic Resources Articles characterize the development and demonstrate the usefulness of newly developed genomic resources, including transcriptomes; (3) Software Notes detail new software applications; (4) Application Articles illustrate the application of a new protocol, method, or software application within the context of a larger study; (5) Review Articles evaluate available techniques, methods, or protocols; (6) Primer Notes report novel genetic markers with evidence of wide applicability.
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