{"title":"利用树莓派计算机和计算机视觉技术测量拟南芥遮荫躲避反应中叶片仰角的时间过程。","authors":"ByungHoon B Kim","doi":"10.17912/micropub.biology.001633","DOIUrl":null,"url":null,"abstract":"<p><p>Shade avoidance response in plants includes a higher leaf elevation angle. A cost-effective and noninvasive high throughput image analysis technique was used to measure the dynamics of leaf elevation angles during shade avoidance response in <i>Arabidopsis</i> . Time-lapse images were taken from the top and the side of a plant using <i>Raspberry Pi</i> computers. The leaf elevation index for each plant is determined from the plant dimensions measured by an image analysis software package <i>PlantCV</i> . This method was used to monitor the dynamics of changing leaf elevation angles in wild-type plants and in shade avoidance mutants <i>pif4-2pif5-3</i> and <i>pif7-2</i> plants.</p>","PeriodicalId":74192,"journal":{"name":"microPublication biology","volume":"2025 ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12364532/pdf/","citationCount":"0","resultStr":"{\"title\":\"Time course measurements of leaf elevation angles during shade avoidance response in <i>Arabidopsis thaliana</i> using <i>Raspberry Pi</i> computers and computer vision technique.\",\"authors\":\"ByungHoon B Kim\",\"doi\":\"10.17912/micropub.biology.001633\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Shade avoidance response in plants includes a higher leaf elevation angle. A cost-effective and noninvasive high throughput image analysis technique was used to measure the dynamics of leaf elevation angles during shade avoidance response in <i>Arabidopsis</i> . Time-lapse images were taken from the top and the side of a plant using <i>Raspberry Pi</i> computers. The leaf elevation index for each plant is determined from the plant dimensions measured by an image analysis software package <i>PlantCV</i> . This method was used to monitor the dynamics of changing leaf elevation angles in wild-type plants and in shade avoidance mutants <i>pif4-2pif5-3</i> and <i>pif7-2</i> plants.</p>\",\"PeriodicalId\":74192,\"journal\":{\"name\":\"microPublication biology\",\"volume\":\"2025 \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-07-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12364532/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"microPublication biology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.17912/micropub.biology.001633\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"microPublication biology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17912/micropub.biology.001633","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
Time course measurements of leaf elevation angles during shade avoidance response in Arabidopsis thaliana using Raspberry Pi computers and computer vision technique.
Shade avoidance response in plants includes a higher leaf elevation angle. A cost-effective and noninvasive high throughput image analysis technique was used to measure the dynamics of leaf elevation angles during shade avoidance response in Arabidopsis . Time-lapse images were taken from the top and the side of a plant using Raspberry Pi computers. The leaf elevation index for each plant is determined from the plant dimensions measured by an image analysis software package PlantCV . This method was used to monitor the dynamics of changing leaf elevation angles in wild-type plants and in shade avoidance mutants pif4-2pif5-3 and pif7-2 plants.