ArticlePlant physiology2024
A low-cost open-source imaging platform reveals spatiotemporal insight into leaf elongation and movement.
Article in Plant physiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 7 citations in OpenAlex.
- AKT5 is a bona fide potassium channel and controls petiole growth inScience advances · 2026Article
- Dim green light enables day-and-night monitoring of leaf movements.The Plant journal : for cell and molecular biology · 2026Article
- Far-red perception by vegetative organs and not fruits drives fruit growth responses in tomato plants.Plant physiology · 2026Article
- Plant movements: navigating the light environment.Plant physiology · 2026Review
- Species-specific PHYTOCHROME-INTERACTING FACTOR utilization in the plant morphogenetic response to environmental stimuli.The Plant cell · 2025Article
- Lights, location, action: shade avoidance signalling over spatial scales.Journal of experimental botany · 2025Review
- Needle angle dynamics as a rapid indicator of drought stress inFrontiers in plant science · 2025Article
- Time course measurements of leaf elevation angles during shade avoidance response inmicroPublication biology · 2025Article
- Using a thermal gradient table to study plant temperature signalling and response across a temperature spectrum.Plant methods · 2024Article
- What they do in the shadows: A low-cost imaging system for recording leaf expansion and movements.Plant physiology · 2024Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
Plant organs move throughout the diurnal cycle, changing leaf and petiole positions to balance light capture, leaf temperature, and water loss under dynamic environmental conditions. Upward movement of the petiole, called hyponasty, is one of several traits of the shade avoidance syndrome (SAS). SAS traits are elicited upon perception of vegetation shade signals such as far-red light (FR) and improve light capture in dense vegetation. Monitoring plant movement at a high temporal resolution allows studying functionality and molecular regulation of hyponasty. However, high temporal resolution imaging solutions are often very expensive, making this unavailable to many researchers. Here, we present a modular and low-cost imaging setup, based on small Raspberry Pi computers that can track leaf movements and elongation growth with high temporal resolution. We also developed an open-source, semiautomated image analysis pipeline. Using this setup, we followed responses to FR enrichment, light intensity, and their interactions. Tracking both elongation and the angle of the petiole, lamina, and entire leaf in Arabidopsis (Arabidopsis thaliana) revealed insight into R:FR sensitivities of leaf growth and movement dynamics and the interactions of R:FR with background light intensity. The detailed imaging options of this system allowed us to identify spatially separate bending points for petiole and lamina positioning of the leaf.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.