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Camera-based bi-axial measurement of weak forces generated by freely moving plant organs

Journal of Experimental Botany · 1 Feb 2026 · 10.1093/jxb/eraf476

Abstract

Growing plants are remarkable at negotiating obstacles in their unstructured and changing environments. Measuring the mechanical interactions of growing plants with surrounding objects is a critical step towards deciphering thigmotropic responses underpinning complex growth strategies. Yet, available force measurement systems have limited capacity to capture weak forces in freely moving plant organs-such as the forces applied by a growing shoot pushing at an obstacle. We developed a measurement system based on the deflection of a pendulum by a freely moving shoot. Unlike many force measurement systems, the organ is not tethered to the device. Moreover, force is measured along two axes, as opposed to one axis in commonly used methods. Orthogonal cameras track the 3D position of the rod and shoot, yielding the rod deflection angle and, using a mechanical torque equilibrium equation, allowing extraction of the force applied by the plant over time. This system is relevant for measuring weak forces in macro-sized systems (e.g. growth or turgor pressures), and the force detection range can be tuned by altering rod mass and length. We demonstrate the system with Phaseolus vulgaris shoots, measuring the forces they apply on a candidate support during inherent circumnutation movements, prior to twining. Such measurements lay the foundations for deciphering how climbing plants assess whether to twine or not- an open question since Darwin's first observations.

Plant phenotyping relevance

自由に動く植物器官が発生する微弱な力を、カメラ追跡と力抽出により定量する測定システムを開発・実証しており、植物表現型の取得方法が研究の中心である。

abstractWe developed a measurement system based on the deflection of a pendulum by a freely moving shoot.
abstractOrthogonal cameras track the 3D position of the rod and shoot, yielding the rod deflection angle and, using a mechanical torque equilibrium equation, allowing extraction of the force applied by the plant over time.

Code and data availability

The authors deposited the full analysis workflow (data and code) for five example force-measurement trajectories on Zenodo, publicly accessible via DOI 10.5281/zenodo.15545548. This directly reproduces the paper's camera-based plant force phenotyping measurements and computational analysis. Other experimental data are仅

Datasetpublic

of interest None declared. Funding YM acknowledges support from the Israel Science Foundation Research Grant (ISF) no. 2307/22, and ERC grant GROWsmart 101165101. AO acknowledges support from the Colton Foundation scholarship. Data availability We have put the full workflow for five example trajectories on a Zenodo repository (https://doi.org/10.5281/zenodo.15545548; Ohad and Meroz, 2025). Other experimental data are available upon request. References Autumn K, Liang YA, Tonia Hsieh S, Zesch W, Chan WP, Kenny TW, Fearing R, Full RJ. 2000. Adhesive force of a single gecko foot-hair. Nature 405, 681–685. Backholm M, Bäumchen O. 2019. Micropipette force sensors for in vivo force measurements

Open resource ↗Zenodo · 10.5281/zenodo.15545548 · pdf-raw-page:9 lines:1-95

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