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Using charcoal, ATR FTIR and chemometrics to model the intensity of pyrolysis: Exploratory steps towards characterising fire events

机译:使用木炭,ATR FTIR和化学计量学模拟热解的强度:探索措施朝着消防事件的特征

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摘要

This study describes a multivariate statistical model (derived using partial least squares regression, PLS-R) that derives charring intensity (reaction temperature and duration) from the attenuated total reflectance (ATR) Fourier Transform Infrared (FTIR) spectra of charcoal. Data for the model was obtained from a library of charcoal samples produced under laboratory conditions at charring intensities (CI) relevant to wildfires and a series of feedstocks representing common tree species collected from Australia. The PLS-R model developed reveals the potential of FTIR to determine the charring intensity of charcoal. Though limited by the differences between laboratory-produced charcoal and the more heterogeneous and less-structured charcoal produced in a wildfire, the method was tested against fossil charcoal from a well-dated sediment core collected from Thirlmere Lakes National Park, Australia and showed a distinct change in CI that can be related to other climatic and environmental proxies. We suggest that the method has the potential to offer insights into the conditions under which natural charcoal is formed including the modelling of charring intensities of fossil charcoal samples isolated from sediments, archaeological applications or characterisation of contemporary fire events from charcoal in soils.
机译:该研究描述了多元统计模型(使用部分最小二乘回归,PLS-R),其通过蒸馏的总反射率(ATR)傅立叶变换红外(FTIR)光谱来源于炭的炭化强度(反应温度和持续时间)。该模型的数据是从在实验室条件下生产的木炭样品库中获得的,该库在与野火相关的炭化强度(CI)和代表从澳大利亚收集的常见树种的一系列原料。 PLS-R模型开发揭示了FTIR确定木炭的炭化强度的潜力。虽然受实验室生产的木炭之间的差异有限,但在野火中产生的更加异质且结构较少的木炭,但该方法是从澳大利亚泰利湖国家公园收集的富日期沉积物核心的化石木炭测试,并表现出截然不同改变与其他气候和环境代理有关的CI。我们建议该方法有可能对形成自然木炭的条件,包括从沉积物中分离的化石木炭样本的炭化强度建模,从砂炭中的炭疽涂层中分离的化石木炭样品的炭化强度建模。

著录项

  • 来源
    《Science of the total environment》 |2021年第20期|147052.1-147052.9|共9页
  • 作者单位

    School of Biological Earth and Environmental Sciences University of New South Wales Sydney Australia;

    School of Biological Earth and Environmental Sciences University of New South Wales Sydney Australia;

    School of Chemistry University of New South Wales Sydney Australia;

    Mark Wainwright Analytical Centre University of New South Wales Sydney Australia;

    College of Science and Engineering James Cook University Queensland Australia;

    CeoQuest Research Centre School of Earth Atmospheric and Life Sciences University of Wollongong Australia Centre of Excellence for Australian Biodiversity and Heritage University of Wollongong Wollongong Australia;

    Centre of Excellence for Australian Biodiversity and Heritage University of Wollongong Wollongong Australia;

    College of Science and Engineering James Cook University Queensland Australia;

    Mark Wainwright Analytical Centre University of New South Wales Sydney Australia;

    School of Chemistry University of New South Wales Sydney Australia;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fire intensity; Fire severity; Pyrolysis;

    机译:火强度;火灾严重程度;热解;

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