Literature DB >> 33746293

Applying fingerprint FTIR spectroscopy and chemometrics to assess soil ecosystem disturbance and recovery.

Jonathan J Maynard1, Mark G Johnson2.   

Abstract

The assessment and monitoring of soil disturbance and its effect on soil quality (i.e., ability to support a range of ecosystem services) has been hindered due to the shortcomings of many traditional analytical techniques (e.g., soil enzyme activities, microbial incubations), including: high cost, long-term time investment and difficulties with data interpretation. Consequently, there is a critical need to develop a rapid and repeatable approach for quantifying changes in soil quality that will provide an assessment of the current status, condition and trend of natural and managed ecosystems. Here we report on a rapid, high-throughput approach to develop an ecological 'fingerprint' of a soil using Fourier transformed infrared (FTIR) spectroscopy and chemometric modeling, and its application to assess soil ecosystem status and trend. This methodology was applied in a highly disturbed forest ecosystem over a 19-year sampling period to detect changes in soil quality (detected via changes in spectral properties), resulting from changes in dynamic soil properties (e.g., soil organic matter, reactive mineralogy). Two chemometric statistical techniques (i.e., hierarchical clustering analysis and discriminate analysis of principal components) were evaluated for interpreting and quantifying similarities/dissimilarities between samples utilizing the entire FTIR spectra (i.e., fingerprint) from each sample. We found that this approach provided a means for clearly discriminating between degraded soils, soils in recovery and reference soils. Results from fingerprint FTIR analysis illustrate its power and potential for the monitoring and assessment of soil quality and soil landscape change.

Keywords:  FTIR spectroscopy; chemometrics; ecosystem disturbance; soil carbon; soil quality

Year:  2018        PMID: 33746293      PMCID: PMC7970538          DOI: 10.2489/jswc.73.4.443

Source DB:  PubMed          Journal:  J Soil Water Conserv        ISSN: 0022-4561            Impact factor:   3.180


  8 in total

1.  Developing a national indicator of soil quality on U.S forestlands: methods and initial results.

Authors:  Katherine P O'Neill; Michael C Amacher; Craig J Palmer
Journal:  Environ Monit Assess       Date:  2005-08       Impact factor: 2.513

2.  Relationship between soil organic carbon and microbial biomass on chronosequences of reclamation sites.

Authors:  H Insam; K H Domsch
Journal:  Microb Ecol       Date:  1988-03       Impact factor: 4.552

3.  Restoring Value to the World's Degraded Lands.

Authors:  G C Daily
Journal:  Science       Date:  1995-07-21       Impact factor: 47.728

4.  Intraspecific diversity of Brevibacterium linens, Corynebacterium glutamicum and Rhodococcus erythropolis based on partial 16S rDNA sequence analysis and Fourier-transform infrared (FT-IR) spectroscopy.

Authors:  Helene Oberreuter; Joachim Charzinski; Siegfried Scherer
Journal:  Microbiology       Date:  2002-05       Impact factor: 2.777

5.  Classification and identification of bacteria by Fourier-transform infrared spectroscopy.

Authors:  D Helm; H Labischinski; G Schallehn; D Naumann
Journal:  J Gen Microbiol       Date:  1991-01

6.  Metabolic fingerprinting of salt-stressed tomatoes.

Authors:  Helen E Johnson; David Broadhurst; Royston Goodacre; Aileen R Smith
Journal:  Phytochemistry       Date:  2003-03       Impact factor: 4.072

7.  Discriminant analysis of principal components: a new method for the analysis of genetically structured populations.

Authors:  Thibaut Jombart; Sébastien Devillard; François Balloux
Journal:  BMC Genet       Date:  2010-10-15       Impact factor: 2.797

8.  Rapid identification of urinary tract infection bacteria using hyperspectral whole-organism fingerprinting and artificial neural networks.

Authors:  R Goodacre; E M Timmins; R Burton; N Kaderbhai; A M Woodward; D B Kell; P J Rooney
Journal:  Microbiology       Date:  1998-05       Impact factor: 2.777

  8 in total

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