Qiang Xu , Junying Li , Yanling Zhang , Jianwei Wang , Taibo Liang , Aiguo Wang , Zijie Liaoyang , Weimin Guo , Xianglin Cheng
{"title":"基于可穿戴植物传感器的烟草根系病害早期原位检测","authors":"Qiang Xu , Junying Li , Yanling Zhang , Jianwei Wang , Taibo Liang , Aiguo Wang , Zijie Liaoyang , Weimin Guo , Xianglin Cheng","doi":"10.1016/j.indcrop.2025.122090","DOIUrl":null,"url":null,"abstract":"<div><div>Black shank disease and root rot disease represent the most destructive diseases of tobacco. Once it occurs, it will spread rapidly, endangering the health of tobacco plants, and even killing them. The stem near the root of tobacco plant is the first part that can exhibit observable signs of root disease. Monitoring the dynamic variations of in-situ stem water content (S<sub>t</sub>WC) near the root is beneficial for the early detection of tobacco root diseases. Therefore, we developed a wearable plant sensor with a flexible interdigitated-electrodes (IE) probe design for in-situ monitoring of StWC and early identification and warning of tobacco root diseases. The IE probe of wearable sensor was securely affixed to the stem, and the soil moisture (SM) sensors were buried in the corresponding root area. The results demonstrated a clear inconsistency in the observed trend between the S<sub>t</sub>WC near roots of diseased and healthy tobacco plants. About 60 h before the blackening of the stems near roots, the SM of diseased tobacco plants (0.007 cm<sup>3</sup>/cm<sup>3</sup>) indicated a slower decrease compared to healthy tobacco plants (0.021 cm<sup>3</sup>/cm<sup>3</sup>). In accordance with this phenomenon, the daily variation of S<sub>t</sub>WC near roots of diseased tobacco plants (0.023 cm<sup>3</sup>/cm<sup>3</sup>) was significantly less than that of healthy tobacco plants (0.048 cm<sup>3</sup>/cm<sup>3</sup>). Moreover, the abnormal changes of S<sub>t</sub>WC near roots of diseased tobacco plants after blackening further validated the availability of the wearable sensor in the early detection and warning of tobacco root diseases. The tobacco plant may have been in early diseased stage when the daily change of S<sub>t</sub>WC was continuously less than 0.037 cm<sup>3</sup>/cm<sup>3</sup>. Future research will focus on the mechanism of water conduction between soil and stem near the root of tobacco plants, and the potential application of the wearable sensor in early disease detection.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"237 ","pages":"Article 122090"},"PeriodicalIF":6.2000,"publicationDate":"2025-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Early in-situ detection of tobacco root diseases using a wearable plant sensor\",\"authors\":\"Qiang Xu , Junying Li , Yanling Zhang , Jianwei Wang , Taibo Liang , Aiguo Wang , Zijie Liaoyang , Weimin Guo , Xianglin Cheng\",\"doi\":\"10.1016/j.indcrop.2025.122090\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Black shank disease and root rot disease represent the most destructive diseases of tobacco. Once it occurs, it will spread rapidly, endangering the health of tobacco plants, and even killing them. The stem near the root of tobacco plant is the first part that can exhibit observable signs of root disease. Monitoring the dynamic variations of in-situ stem water content (S<sub>t</sub>WC) near the root is beneficial for the early detection of tobacco root diseases. Therefore, we developed a wearable plant sensor with a flexible interdigitated-electrodes (IE) probe design for in-situ monitoring of StWC and early identification and warning of tobacco root diseases. The IE probe of wearable sensor was securely affixed to the stem, and the soil moisture (SM) sensors were buried in the corresponding root area. The results demonstrated a clear inconsistency in the observed trend between the S<sub>t</sub>WC near roots of diseased and healthy tobacco plants. About 60 h before the blackening of the stems near roots, the SM of diseased tobacco plants (0.007 cm<sup>3</sup>/cm<sup>3</sup>) indicated a slower decrease compared to healthy tobacco plants (0.021 cm<sup>3</sup>/cm<sup>3</sup>). In accordance with this phenomenon, the daily variation of S<sub>t</sub>WC near roots of diseased tobacco plants (0.023 cm<sup>3</sup>/cm<sup>3</sup>) was significantly less than that of healthy tobacco plants (0.048 cm<sup>3</sup>/cm<sup>3</sup>). Moreover, the abnormal changes of S<sub>t</sub>WC near roots of diseased tobacco plants after blackening further validated the availability of the wearable sensor in the early detection and warning of tobacco root diseases. The tobacco plant may have been in early diseased stage when the daily change of S<sub>t</sub>WC was continuously less than 0.037 cm<sup>3</sup>/cm<sup>3</sup>. Future research will focus on the mechanism of water conduction between soil and stem near the root of tobacco plants, and the potential application of the wearable sensor in early disease detection.</div></div>\",\"PeriodicalId\":13581,\"journal\":{\"name\":\"Industrial Crops and Products\",\"volume\":\"237 \",\"pages\":\"Article 122090\"},\"PeriodicalIF\":6.2000,\"publicationDate\":\"2025-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Industrial Crops and Products\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S092666902501636X\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURAL ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Industrial Crops and Products","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S092666902501636X","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURAL ENGINEERING","Score":null,"Total":0}
Early in-situ detection of tobacco root diseases using a wearable plant sensor
Black shank disease and root rot disease represent the most destructive diseases of tobacco. Once it occurs, it will spread rapidly, endangering the health of tobacco plants, and even killing them. The stem near the root of tobacco plant is the first part that can exhibit observable signs of root disease. Monitoring the dynamic variations of in-situ stem water content (StWC) near the root is beneficial for the early detection of tobacco root diseases. Therefore, we developed a wearable plant sensor with a flexible interdigitated-electrodes (IE) probe design for in-situ monitoring of StWC and early identification and warning of tobacco root diseases. The IE probe of wearable sensor was securely affixed to the stem, and the soil moisture (SM) sensors were buried in the corresponding root area. The results demonstrated a clear inconsistency in the observed trend between the StWC near roots of diseased and healthy tobacco plants. About 60 h before the blackening of the stems near roots, the SM of diseased tobacco plants (0.007 cm3/cm3) indicated a slower decrease compared to healthy tobacco plants (0.021 cm3/cm3). In accordance with this phenomenon, the daily variation of StWC near roots of diseased tobacco plants (0.023 cm3/cm3) was significantly less than that of healthy tobacco plants (0.048 cm3/cm3). Moreover, the abnormal changes of StWC near roots of diseased tobacco plants after blackening further validated the availability of the wearable sensor in the early detection and warning of tobacco root diseases. The tobacco plant may have been in early diseased stage when the daily change of StWC was continuously less than 0.037 cm3/cm3. Future research will focus on the mechanism of water conduction between soil and stem near the root of tobacco plants, and the potential application of the wearable sensor in early disease detection.
期刊介绍:
Industrial Crops and Products is an International Journal publishing academic and industrial research on industrial (defined as non-food/non-feed) crops and products. Papers concern both crop-oriented and bio-based materials from crops-oriented research, and should be of interest to an international audience, hypothesis driven, and where comparisons are made statistics performed.