{"title":"Real-Time IoT Gaseous and Gravimetric Profiling Links Postharvest Respiratory Dynamics to Flavor Development in Vanilla planifolia","authors":"Komkrich Kaewpanus, Chaiya Aphijamnongjaroen, Anusorn Tong-on, Parinya Saphet, Wittaya Pulsawad, Watcharaporn Thaharn, Narongrit Tipcompor, Meechai Thepnurat","doi":"10.1007/s11947-026-04592-8","DOIUrl":null,"url":null,"abstract":"<div><p>The postharvest curing of <i>Vanilla planifolia</i> is a critical flavor-generating process, yet its real-time physiological and biochemical dynamics remain poorly characterized due to reliance on destructive sampling methods. To address this gap, we developed a novel dual-stage IoT multisensor framework integrating open-air gravimetric monitoring and hermetic gas profiling to continuously track the 34-day curing process non-destructively. High-frequency sensor data encompassing CO<sub>2</sub>, O<sub>2</sub>, ethylene, and total volatile organic compounds (TVOC) via metal oxide semiconductor cross-sensitivity were correlated with moisture loss and phenolic accumulation quantified by HPLC. Physical analysis of 50 individually tracked beans revealed a highly significant mean mass reduction of 73.58 ± 6.11% (<i>t</i>(49) = 33.89, <i>p</i> < 0.001). Controlled moisture retention (final mass ≥ 3.0 g) yielded the highest vanillin concentration (2.91 ± 0.15% w/dw), significantly exceeding over-dried beans (one-way ANOVA; <i>F</i>(3,8) = 6.45, <i>p</i> = 0.016, <i>η</i><sup>2</sup> = 0.71), confirming a direct moisture–enzyme activity dependency. Gaseous profiling delineated three distinct curing phases: an acute stress-induced respiratory burst (CO<sub>2</sub> peak, 4322 ppm; O<sub>2</sub> nadir, 20.42%), a progressive metabolic decline, and a terminal biochemical equilibrium. Furthermore, a highly synchronized ethylene-TVOC correlation (<i>r</i> = 0.92) emerged as a robust real-time indicator of programmed cellular senescence and concurrent volatile precursor release. These results establish IoT-based multisensor monitoring as a scalable, precision tool for optimizing biochemical maturation, ensuring batch consistency, and elevating the commercial value of natural vanilla production.</p></div>","PeriodicalId":562,"journal":{"name":"Food and Bioprocess Technology","volume":"19 10","pages":""},"PeriodicalIF":5.6000,"publicationDate":"2026-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food and Bioprocess Technology","FirstCategoryId":"97","ListUrlMain":"https://link.springer.com/article/10.1007/s11947-026-04592-8","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
The postharvest curing of Vanilla planifolia is a critical flavor-generating process, yet its real-time physiological and biochemical dynamics remain poorly characterized due to reliance on destructive sampling methods. To address this gap, we developed a novel dual-stage IoT multisensor framework integrating open-air gravimetric monitoring and hermetic gas profiling to continuously track the 34-day curing process non-destructively. High-frequency sensor data encompassing CO2, O2, ethylene, and total volatile organic compounds (TVOC) via metal oxide semiconductor cross-sensitivity were correlated with moisture loss and phenolic accumulation quantified by HPLC. Physical analysis of 50 individually tracked beans revealed a highly significant mean mass reduction of 73.58 ± 6.11% (t(49) = 33.89, p < 0.001). Controlled moisture retention (final mass ≥ 3.0 g) yielded the highest vanillin concentration (2.91 ± 0.15% w/dw), significantly exceeding over-dried beans (one-way ANOVA; F(3,8) = 6.45, p = 0.016, η2 = 0.71), confirming a direct moisture–enzyme activity dependency. Gaseous profiling delineated three distinct curing phases: an acute stress-induced respiratory burst (CO2 peak, 4322 ppm; O2 nadir, 20.42%), a progressive metabolic decline, and a terminal biochemical equilibrium. Furthermore, a highly synchronized ethylene-TVOC correlation (r = 0.92) emerged as a robust real-time indicator of programmed cellular senescence and concurrent volatile precursor release. These results establish IoT-based multisensor monitoring as a scalable, precision tool for optimizing biochemical maturation, ensuring batch consistency, and elevating the commercial value of natural vanilla production.
期刊介绍:
Food and Bioprocess Technology provides an effective and timely platform for cutting-edge high quality original papers in the engineering and science of all types of food processing technologies, from the original food supply source to the consumer’s dinner table. It aims to be a leading international journal for the multidisciplinary agri-food research community.
The journal focuses especially on experimental or theoretical research findings that have the potential for helping the agri-food industry to improve process efficiency, enhance product quality and, extend shelf-life of fresh and processed agri-food products. The editors present critical reviews on new perspectives to established processes, innovative and emerging technologies, and trends and future research in food and bioproducts processing. The journal also publishes short communications for rapidly disseminating preliminary results, letters to the Editor on recent developments and controversy, and book reviews.