Potential of hyperspectral imaging to detect and identify the impact of chemical warfare compounds on plant tissue

Author:

Kuska Matheus Thomas1,Behmann Jan2,Mahlein Anne-Katrin3

Affiliation:

1. Institute for Crop Science and Resource Conservation (INRES) – Plant Diseases and Plant Protection , University of Bonn, Nussallee 9 , 53115 Bonn , Germany , Tel.: +49 228-733631

2. Institute for Crop Science and Resource Conservation (INRES) – Plant Diseases and Plant Protection , University of Bonn, Nussallee 9 , 53115 Bonn , Germany

3. Institute of Sugar Beet Research (IfZ) , Holtenser Landstraße 77 , 37079 Göttingen , Germany

Abstract

Abstract The OPCW Member states cover 98% of the global population and landmass. Regrettably, unanticipated chemical warfare agent assaults are reported during the last decades. In addition to the frequent threat situation, the sampling of bio-medical samples from these areas is critical and mainly depends on investigation opportunities of victims. Non-contact sensor technologies are desirable to enable a fast and secure estimation of a situation. Plants react on pollution because of their direct interaction with gases and it is assumed that chemical warfare agents influence plants, respectively. This impact can be analyzed for the detection and characterization of chemical warfare assaults. Nowadays technological progress in digital technologies provides new innovations in detectors, data analysis approaches and software availability which could improve the screening, monitoring and analysis of chemical warfare. Within this context hyperspectral imaging (HSI) is a promising method. Different applications from remote to close range sensing in medicine, food production, military, geography and agriculture do exist already. During the last years HSI showed high potential to determine and assess different plant parameters, e.g. abiotic and biotic stresses by recording the spectral reflectance of plants. Within the present manuscript, the basics principle of HSI as an innovative technique, aspects of recording and analyzing HSI data is presented using wild growing apple leaves which are treated with sulfuric acid, fire or heat. Resulting spectral signatures showed significant changes among the treatments. Especially the shortwave infrared was sensitive to changes due to the different treatments. Furthermore, the calculation of common spectral indices revealed differences due to the treatments which are not visible to the human eye. The results support HSI applications for the detection of chemical warfare agents and elucidate the impact of chemical warfare on plants.

Publisher

Walter de Gruyter GmbH

Subject

General Chemical Engineering,General Chemistry

Reference40 articles.

1. R. Sharma, B. Gupta, N. Singh, J. R. Acharya, K. Musilek, K. Kuca, K. K. Ghosh. Mini-Rev. Med. Chem. 15, 58 (2015).

2. Y. J. Jang, K. Kim, O. G. Tsay, D. A. Atwood, D. G. Churchill. Chem. Rev.115, PR1 (2015).

3. A.-K. Mahlein. Plant Dis.2, 241 (2016).

4. D. A. Burns. In Handbook of near-infrared analysis, 3rd ed., D. A. Burns and E. W. Ciurczak (Eds.), pp. 3–6, Press Taylor and Francis Group, Suite (2008).

5. D. M. Gates, H. J. Keegan, J. C. Schleter, V. R. Weidner. Appl. Opt.4, 11 (1965).

Cited by 23 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3