Free Standard AU & NZ Shipping For All Book Orders Over $80!
Register      Login
Soil Research Soil Research Society
Soil, land care and environmental research
RESEARCH ARTICLE

Proteinaceous and humic fluorescent components in chloroform-fumigated soil extracts: implication for microbial biomass estimation

Oshri Rinot A , Nativ Rotbart A B C , Mikhail Borisover A , Asher Bar-Tal A and Adi Oren https://orcid.org/0000-0001-6035-8897 A D E
+ Author Affiliations
- Author Affiliations

A Department of Soil Chemistry, Plant Nutrition and Microbiology, Institute of Soil, Water and Environmental Sciences, Volcani Center, Agricultural Research Organisation (ARO) Rishon LeZion 75359, Israel.

B Department of Soil and Water Sciences, Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel.

C Present address. Shamir Research Institute, University of Haifa, Israel.

D Present address. Department of Environmental Research, Eastern Israel R&D Center, Ariel, Israel.

E Corresponding author. Email: adio@ariel.ac.il

Soil Research 59(4) 373-382 https://doi.org/10.1071/SR20205
Submitted: 26 July 2020  Accepted: 20 December 2020   Published: 29 January 2021

Abstract

Excitation–emission matrix fluorescence spectroscopy coupled with parallel factor analysis was employed for characterisation of chloroform fumigation-extractable soil organic matter, commonly used for soil microbial biomass estimation. This allowed, for the first time, to discriminate between humic-like (i.e. noncellular) and microbial protein-like, fumigation-extractable components, challenging the presumption that only microbial constituents contribute to the fumigation flush of C serving as a proxy measure for soil microbial C. A Vertisol was assayed under increasing K2SO4 extractant molarity (0–0.5 M), which allowed increasing organic matter extractability levels and the association of these increases with relative contributions from microbial versus humic sources. Expectedly, protein-like fluorescence was found negligible in the nonfumigated soil extracts while comprising the bulk of fluorescence of the material becoming K2SO4-extractable due to fumigation. Nevertheless, fumigation also led to an increase in extractable concentrations of humic-like components, showing that not only microbial constituents were fumigation-extractable. Humic-like fluorescence in the fumigation flush generally increased with decreasing K2SO4 molarity, being minimal at 0.25 M K2SO4. Considering also the preference for maximal flush of extractable soil organic matter, indicative of maximal fumigation efficiency, the use of 0.25 M K2SO4 seems preferable for extraction of microbial biomass with minimal interference from humic substances, for the investigated Vertisol. The presented working framework for assessment and alleviation of interference from humic substances in microbial biomass estimation is recommended to be applied specifically to any soil type before routine monitoring.

Keywords: excitation–emission matrix fluorescence spectroscopy, fumigation–extraction method, K2SO4 extractant molarity, minimal interference, parallel factor analysis, soil microbial biomass, tryptophan-like versus humic-like material, Vertisol.


References

Alberts JJ, Takács M (2004) Total luminescence spectra of IHSS standard and reference fulvic acids, humic acids and natural organic matter: Comparison of aquatic and terrestrial source terms. Organic Geochemistry 35, 243–256.
Total luminescence spectra of IHSS standard and reference fulvic acids, humic acids and natural organic matter: Comparison of aquatic and terrestrial source terms.Crossref | GoogleScholarGoogle Scholar |

Amato M, Ladd N (1988) Assay for microbial biomass based on ninhydrin-reactive nitrogen in extracts of fumigated soils. Soil Biology & Biochemistry 20, 107–114.
Assay for microbial biomass based on ninhydrin-reactive nitrogen in extracts of fumigated soils.Crossref | GoogleScholarGoogle Scholar |

Baker A, Cumberland SA, Bradley C, Buckley C, Bridgeman J (2015) To what extent can portable fluorescence spectroscopy be used in the real-time assessment of microbial water quality? The Science of the Total Environment 532, 14–19.
To what extent can portable fluorescence spectroscopy be used in the real-time assessment of microbial water quality?Crossref | GoogleScholarGoogle Scholar | 26057622PubMed |

Berns AE, Philipp H, Narres H-D, Burauel P, Vereecken H, Tappe W (2008) Effect of gamma-sterilization and autoclaving on soil organic matter structure as studied by solid state NMR, UV and fluorescence spectroscopy. European Journal of Soil Science 59, 540–550.
Effect of gamma-sterilization and autoclaving on soil organic matter structure as studied by solid state NMR, UV and fluorescence spectroscopy.Crossref | GoogleScholarGoogle Scholar |

Blagodatskaya E, Kuzyakov Y (2013) Active microorganisms in soil: critical review of estimation criteria and approaches. Soil Biology & Biochemistry 67, 192–211.
Active microorganisms in soil: critical review of estimation criteria and approaches.Crossref | GoogleScholarGoogle Scholar |

Boot CM, Schaeffer SM, Schimel JP (2013) Static osmolyte concentrations in microbial biomass during seasonal drought in a California grassland. Soil Biology & Biochemistry 57, 356–361.
Static osmolyte concentrations in microbial biomass during seasonal drought in a California grassland.Crossref | GoogleScholarGoogle Scholar |

Borisover M, Graber ER (2002a) Simplified link solvation model (LSM) for sorption in natural organic matter. Langmuir 18, 4775–4782.
Simplified link solvation model (LSM) for sorption in natural organic matter.Crossref | GoogleScholarGoogle Scholar |

Borisover M, Graber ER (2002b) Relationship between strength of organic sorbate interactions in NOM and hydration effect on sorption. Environmental Science & Technology 36, 4570–4577.
Relationship between strength of organic sorbate interactions in NOM and hydration effect on sorption.Crossref | GoogleScholarGoogle Scholar |

Borisover M, Reddy M, Graber ER (2001) Solvation effect on organic compound interactions in soil organic matter. Environmental Science & Technology 35, 2518–2524.
Solvation effect on organic compound interactions in soil organic matter.Crossref | GoogleScholarGoogle Scholar |

Borisover M, Lordian A, Levy GJ (2012) Water-extractable soil organic matter characterization by chromophoric indicators: Effects of soil type and irrigation water quality. Geoderma 179–180, 28–37.
Water-extractable soil organic matter characterization by chromophoric indicators: Effects of soil type and irrigation water quality.Crossref | GoogleScholarGoogle Scholar |

Bro R (1997) PARAFAC: Tutorial and applications. Chemometrics and Intelligent Laboratory Systems 38, 149–171.
PARAFAC: Tutorial and applications.Crossref | GoogleScholarGoogle Scholar |

Bro R, Kiers HA (2003) A new efficient method for determining the number of components in PARAFAC models. Journal of Chemometrics 17, 274–286.
A new efficient method for determining the number of components in PARAFAC models.Crossref | GoogleScholarGoogle Scholar |

Brookes PC, Landman A, Pruden G, Jenkinson DS (1985) Chloroform fumigation and the release of soil nitrogen: a rapid direct extraction method to measure microbial biomass nitrogen in soil. Soil Biology & Biochemistry 17, 837–842.
Chloroform fumigation and the release of soil nitrogen: a rapid direct extraction method to measure microbial biomass nitrogen in soil.Crossref | GoogleScholarGoogle Scholar |

Cammack WKL, Kalff J, Prairie YT, Smith EM (2004) Fluorescent dissolved organic matter in lakes: relationships with heterotrophic metabolism. Limnology and Oceanography 49, 2034–2045.
Fluorescent dissolved organic matter in lakes: relationships with heterotrophic metabolism.Crossref | GoogleScholarGoogle Scholar |

Chen H, Kenny JE (2007) A study of pH effects on humic substances using chemometric analysis of excitation emission matrices. Annals of Environmental Science (Boston, Mass.) 1, 1–9.

Coulombe CE, Wilding LP, Dixon JB (1996) Overview of Vertisols: Characteristics and impacts on society. Advances in Agronomy 57, 289–375.
Overview of Vertisols: Characteristics and impacts on society.Crossref | GoogleScholarGoogle Scholar |

Cumberland SA, Bridgeman J, Baker A, Sterling M, Ward D (2012) Fluorescent spectroscopy as a tool for determining microbial quality in potable water applications. Environmental Technology 33, 687–693.
Fluorescent spectroscopy as a tool for determining microbial quality in potable water applications.Crossref | GoogleScholarGoogle Scholar |

Dalterio RA, Nelson WH, Britt D, Sperry J, Psaras D, Tanguay JF, Suib SL (1986) Steady-state and decay characteristics of protein tryptophan fluorescence from bacteria. Applied Spectroscopy 40, 86–90.
Steady-state and decay characteristics of protein tryptophan fluorescence from bacteria.Crossref | GoogleScholarGoogle Scholar |

Dartnell LR, Roberts TA, Moore G, Ward JM, Muller JP (2013) Fluorescence characterization of clinically-important bacteria. PLoS One 8, e75270
Fluorescence characterization of clinically-important bacteria.Crossref | GoogleScholarGoogle Scholar | 24098687PubMed |

Determann S, Lobbes JM, Reuter R, Rullkotter J (1998) Ultraviolet fluorescence excitation and emission spectroscopy of marine algae and bacteria. Marine Chemistry 62, 137–156.
Ultraviolet fluorescence excitation and emission spectroscopy of marine algae and bacteria.Crossref | GoogleScholarGoogle Scholar |

Dippold M, Biryukov M, Kuzyakov Y (2014) Sorption affects amino acid pathways in soil: Implications from position-specific labeling of alanine. Soil Biology & Biochemistry 72, 180–192.
Sorption affects amino acid pathways in soil: Implications from position-specific labeling of alanine.Crossref | GoogleScholarGoogle Scholar |

Evangelou VP, Lumbanraja J (2002) Ammonium–Potassium–Calcium Exchange on Vermiculite and Hydroxy-aluminum Vermiculite. Soil Science Society of America Journal 66, 445–455.

Fellman JB, Hood E, Spencer RGM (2010) Fluorescence spectroscopy opens new windows into dissolved organic matter dynamics in freshwater ecosystems: A review. Limnology and Oceanography 55, 2452–2462.
Fluorescence spectroscopy opens new windows into dissolved organic matter dynamics in freshwater ecosystems: A review.Crossref | GoogleScholarGoogle Scholar |

Foreman CM, Cory RM, Morris CE, SanClements MD, Smith HJ, Lisle JT, Miller PL, Chin YP, McKnight DM (2013) Microbial growth under humic-free conditions in a supraglacial stream system on the Cotton Glacier, Antarctica. Environmental Research Letters 8, 035022
Microbial growth under humic-free conditions in a supraglacial stream system on the Cotton Glacier, Antarctica.Crossref | GoogleScholarGoogle Scholar |

Fox BG, Thorn RMS, Anesio AM, Renolds DM (2017) The in situ bacterial production of fluorescent organic matter: an investigation at a species level. Water Research 125, 350–359.
The in situ bacterial production of fluorescent organic matter: an investigation at a species level.Crossref | GoogleScholarGoogle Scholar | 28881211PubMed |

Ghani A, Dexter M, Perrott KW (2003) Hot-water extractable carbon in soils: A sensitive measurement for determining impacts of fertilisation, grazing and cultivation. Soil Biology & Biochemistry 35, 1231–1243.
Hot-water extractable carbon in soils: A sensitive measurement for determining impacts of fertilisation, grazing and cultivation.Crossref | GoogleScholarGoogle Scholar |

Gonzalez-Quiñones V, Stockdale EA, Banning NC, Hoyle FC, Sawada Y, Wherrett AD, Jones DL, Murphy DV (2011) Soil microbial biomass: Interpretation and consideration for soil monitoring. Soil Research 49, 287–304.
Soil microbial biomass: Interpretation and consideration for soil monitoring.Crossref | GoogleScholarGoogle Scholar |

Guigue J, Mathieu O, Lévêque J, Mounier S, Laffont R, Maron PA, Navarro N, Chateau C, Amiotte-Suchet P, Lucas Y (2014) A comparison of extraction procedures for water-extractable organic matter in soils. European Journal of Soil Science 65, 520–530.
A comparison of extraction procedures for water-extractable organic matter in soils.Crossref | GoogleScholarGoogle Scholar |

Haney RL, Franzluebbers AJ, Hons FM, Zuberer DA (1999) Soil C extracted with water or K2SO4: pH effect on determination of microbial biomass. Canadian Journal of Soil Science 79, 529–533.
Soil C extracted with water or K2SO4: pH effect on determination of microbial biomass.Crossref | GoogleScholarGoogle Scholar |

Haney RL, Franzluebbers AJ, Hons FM, Hossner LR, Zuberer DA (2001) Molar concentration of K2SO4 and soil pH affect estimation of extractable C with chloroform fumigation-extraction. Soil Biology & Biochemistry 33, 1501–1507.
Molar concentration of K2SO4 and soil pH affect estimation of extractable C with chloroform fumigation-extraction.Crossref | GoogleScholarGoogle Scholar |

Hayes MHB, Swift RS (2018) An appreciation of the contribution of Frank Stevenson to the advancement of studies of soil organic matter and humic substances. Journal of Soils and Sediments 18, 1212–1231.
An appreciation of the contribution of Frank Stevenson to the advancement of studies of soil organic matter and humic substances.Crossref | GoogleScholarGoogle Scholar |

Henderson RK, Baker A, Parsons SA, Jefferson B (2008) Characterization of algogenic organic matter extracted from cyanobacteria, green algae and diatoms. Water Research 42, 3435–3445.
Characterization of algogenic organic matter extracted from cyanobacteria, green algae and diatoms.Crossref | GoogleScholarGoogle Scholar | 18499215PubMed |

Henderson RK, Baker A, Murphy KR, Hambly A, Stuetz RM, Khan SJ (2009) Fluorescence as a potential monitoring tool for recycled water systems: a review. Water Research 43, 863–881.
Fluorescence as a potential monitoring tool for recycled water systems: a review.Crossref | GoogleScholarGoogle Scholar | 19081598PubMed |

Hudson N, Baker A, Reynolds D (2007) Fluorescence analysis of dissolved organic matter in natural, waste and polluted waters—a review. River Research and Applications 23, 631–649.
Fluorescence analysis of dissolved organic matter in natural, waste and polluted waters—a review.Crossref | GoogleScholarGoogle Scholar |

Jenkinson DS (1966) Studies on the decomposition of plant material in soil. II. Partial sterilization of soil and the soil biomass. Journal of Soil Science 17, 280–302.
Studies on the decomposition of plant material in soil. II. Partial sterilization of soil and the soil biomass.Crossref | GoogleScholarGoogle Scholar |

Jenkinson DS, Rayner JH (1977) The turnover of soil organic matter in some of the Rothamsted classical experiments. Soil Science 123, 298–305.
The turnover of soil organic matter in some of the Rothamsted classical experiments.Crossref | GoogleScholarGoogle Scholar |

Jenkinson DS, Brookes PC, Powlson DS (2004) Measuring soil microbial biomass. Soil Biology & Biochemistry 36, 5–7.
Measuring soil microbial biomass.Crossref | GoogleScholarGoogle Scholar |

Jin H, Sun OJ, Liu J (2010) Changes in soil microbial biomass and community structure with addition of contrasting types of plant litter in a semiarid grassland ecosystem. Journal of Plant Ecology 3, 209–217.
Changes in soil microbial biomass and community structure with addition of contrasting types of plant litter in a semiarid grassland ecosystem.Crossref | GoogleScholarGoogle Scholar |

Joergensen RG, Brookes PC (1990) Ninhydrin-reactive nitrogen measurements of microbial biomass in 0.5 M K2SO4 soil extracts. Soil Biology & Biochemistry 22, 1023–1027.
Ninhydrin-reactive nitrogen measurements of microbial biomass in 0.5 M K2SO4 soil extracts.Crossref | GoogleScholarGoogle Scholar |

Kaiser K, Guggenberger G (2000) The role of DOM sorption to mineral surfaces in the preservation of organic matter in soils. Organic Geochemistry 31, 711–725.
The role of DOM sorption to mineral surfaces in the preservation of organic matter in soils.Crossref | GoogleScholarGoogle Scholar |

Lakowicz JR (2006) ‘Principles of fluorescence spectroscopy.’ 3rd edn. (Springer: Boston)

Lawaetz AJ, Stedmon CA (2009) Fluorescence intensity calibration using the Raman scatter peak of water. Applied Spectroscopy 63, 936–940.
Fluorescence intensity calibration using the Raman scatter peak of water.Crossref | GoogleScholarGoogle Scholar | 19678992PubMed |

Lehmann J, Kleber M (2015) The contentious nature of soil organic matter. Nature 528, 60–68.
The contentious nature of soil organic matter.Crossref | GoogleScholarGoogle Scholar | 26595271PubMed |

Linsler D, Taube F, Geisseler D, Joergensen RG, Ludwig B (2015) Temporal variations of the distribution of water-stable aggregates, microbial biomass and ergosterol in temperate grassland soils with different cultivation histories. Geoderma 241–242, 221–229.
Temporal variations of the distribution of water-stable aggregates, microbial biomass and ergosterol in temperate grassland soils with different cultivation histories.Crossref | GoogleScholarGoogle Scholar |

Lorenzo-Seva U, ten Berge JMF (2006) Tucker’s congruence coefficient as a meaningful index of factor similarity. Methodology 2, 57–64.
Tucker’s congruence coefficient as a meaningful index of factor similarity.Crossref | GoogleScholarGoogle Scholar |

Makarov MI, Malyshevaa TI, Menyailo OV, Soudzilovskaia NA, Van Logtestijn RSP, Cornelissen JHC (2015) Effect of K2SO4 concentration on extractability and isotope signature (δ13C and δ15N) of soil C and N fractions. European Journal of Soil Science 66, 417–426.
Effect of K2SO4 concentration on extractability and isotope signature (δ13C and δ15N) of soil C and N fractions.Crossref | GoogleScholarGoogle Scholar |

Malik AA, Roth V-N, Hébert M, Tremblay L, Dittmar T, Gleixner G (2016) Linking molecular size, composition and carbon turnover of extractable soil microbial compounds. Soil Biology & Biochemistry 100, 66–73.
Linking molecular size, composition and carbon turnover of extractable soil microbial compounds.Crossref | GoogleScholarGoogle Scholar |

Marchuk A, Rengasamy P (2012) Threshold electrolyte concentration and dispersive potential in relation to CROSS in dispersive soils. Soil Research 50, 473–481.
Threshold electrolyte concentration and dispersive potential in relation to CROSS in dispersive soils.Crossref | GoogleScholarGoogle Scholar |

Mendoza LM, Mladenov N, Kinoshita AM, Pinongcos F, Verbyla ME, Gersberg R (2020) Fluorescence-based monitoring of anthropogenic pollutant inputs to an urban stream in Southern California, USA. The Science of the Total Environment 718, 137206
Fluorescence-based monitoring of anthropogenic pollutant inputs to an urban stream in Southern California, USA.Crossref | GoogleScholarGoogle Scholar | 32325614PubMed |

Merckx R, Martin JK (1987) Extraction of microbial biomass components from rhizosphere soils. Soil Biology & Biochemistry 19, 371–376.
Extraction of microbial biomass components from rhizosphere soils.Crossref | GoogleScholarGoogle Scholar |

Mobed JJ, McGown SL, Hemmingsen JL, Autry LB (1996) Fluorescence Characterization of IHSS Humic Substances: Total Luminescence Spectra with Absorbance Correction. Environmental Science & Technology 30, 3061–3065.
Fluorescence Characterization of IHSS Humic Substances: Total Luminescence Spectra with Absorbance Correction.Crossref | GoogleScholarGoogle Scholar |

Mouloubou OR, Prudent P, Mounier S, Boudenne J-L, Abaker MG, Théraulaz F (2016) An adapted sequential chemical fractionation coupled with UV and fluorescence spectroscopy for calcareous soil organic matter study after compost amendment. Microchemical Journal 124, 139–148.
An adapted sequential chemical fractionation coupled with UV and fluorescence spectroscopy for calcareous soil organic matter study after compost amendment.Crossref | GoogleScholarGoogle Scholar | 33503670PubMed |

Murphy KR, Stedmon CA, Graeber D, Bro R (2013) Fluorescence spectroscopy and multi-way techniques. PARAFAC. Analytical Methods 5, 6557–6566.
Fluorescence spectroscopy and multi-way techniques. PARAFAC.Crossref | GoogleScholarGoogle Scholar |

Nakar A, Schmilovitch Z, Vaizel-Ohayon D, Kroupitski Y, Borisover M, Sela S (2020) Quantification of bacteria in water using PLS analysis of emission spectra of fluorescence and excitation-emission matrices. Water Research 169, 115197
Quantification of bacteria in water using PLS analysis of emission spectra of fluorescence and excitation-emission matrices.Crossref | GoogleScholarGoogle Scholar | 31670087PubMed |

Nowicki S, Lapworth DJ, Ward JS, Thomson P, Charles K (2019) Tryptophan-like fluorescence as a measure of microbial contamination risk in groundwater. The Science of the Total Environment 646, 782–791.
Tryptophan-like fluorescence as a measure of microbial contamination risk in groundwater.Crossref | GoogleScholarGoogle Scholar | 30064104PubMed |

Ohno T, Bro R (2006) Dissolved organic matter characterization using multiway spectral decomposition of fluorescence landscapes. Soil Science Society of America Journal 70, 2028–2037.
Dissolved organic matter characterization using multiway spectral decomposition of fluorescence landscapes.Crossref | GoogleScholarGoogle Scholar |

Oren A, Rotbart N, Borisover M, Bar-Tal A (2018) Chloroform fumigation extraction for measuring soil microbial biomass: The validity of using samples approaching water saturation. Geoderma 319, 204–207.
Chloroform fumigation extraction for measuring soil microbial biomass: The validity of using samples approaching water saturation.Crossref | GoogleScholarGoogle Scholar |

Rinot O, Osterholz WR, Castellano MJ, Linker R, Liebman M, Shaviv A (2018) Excitation-emission-matrix fluorescence spectroscopy of soil water extracts to predict nitrogen mineralization rates. Soil Science Society of America Journal 82, 126–135.
Excitation-emission-matrix fluorescence spectroscopy of soil water extracts to predict nitrogen mineralization rates.Crossref | GoogleScholarGoogle Scholar |

Ritz K, Black HIJ, Campbell CD, Harris JA, Wood C (2009) Selecting biological indicators for monitoring soils: A framework for balancing scientific and technical opinion to assist policy development. Ecological Indicators 9, 1212–1221.
Selecting biological indicators for monitoring soils: A framework for balancing scientific and technical opinion to assist policy development.Crossref | GoogleScholarGoogle Scholar |

Rotbart N, Borisover M, Bukhanovsky N, Nasonova A, Bar-Tal A, Oren A (2017) Examination of residual chloroform interference in the measurement of microbial biomass C by fumigation-extraction. Soil Biology & Biochemistry 111, 60–65.
Examination of residual chloroform interference in the measurement of microbial biomass C by fumigation-extraction.Crossref | GoogleScholarGoogle Scholar |

Rotbart N, Borisover M, Bukhanovsky N, Beriozkin A, Eshel G, Bar-Tal A, Oren A (2020) The assessment of microbial biomass C in subsoil samples using fumigation-extraction is negligibly affected by residual chloroform. Arid Land Research and Management
The assessment of microbial biomass C in subsoil samples using fumigation-extraction is negligibly affected by residual chloroform.Crossref | GoogleScholarGoogle Scholar |

Santos CH, Nicolodelli G, Romano RA, Tadini AM, Villas-Boas PR, Montes CR, Mounier S, Milori DMBP (2015) Structure of Humic Substances from Some Regions of the Amazon Assessed Coupling 3D Fluorescence Spectroscopy and CP/PARAFAC. Journal of the Brazilian Chemical Society 26, 1136–1142.
Structure of Humic Substances from Some Regions of the Amazon Assessed Coupling 3D Fluorescence Spectroscopy and CP/PARAFAC.Crossref | GoogleScholarGoogle Scholar |

Senesi N, Miano TM, Provenzano MR, Brunetti G (1991) Characterization, differentiation, and classification of humic substances by fluorescence spectroscopy. Soil Science 152, 259–271.
Characterization, differentiation, and classification of humic substances by fluorescence spectroscopy.Crossref | GoogleScholarGoogle Scholar |

Senesi N, Plaza C, Brunetti G, Polo A (2007) A comparative survey of recent results on humic-like fractions in organic amendments and effects on native soil humic substances. Soil Biology & Biochemistry 39, 1244–1262.
A comparative survey of recent results on humic-like fractions in organic amendments and effects on native soil humic substances.Crossref | GoogleScholarGoogle Scholar |

Sheng GP, Yu HQ (2006) Characterization of extracellular polymeric substances of aerobic and anaerobic sludge using three-dimensional excitation and emission matrix fluorescence spectroscopy. Water Research 40, 1233–1239.
Characterization of extracellular polymeric substances of aerobic and anaerobic sludge using three-dimensional excitation and emission matrix fluorescence spectroscopy.Crossref | GoogleScholarGoogle Scholar | 16513156PubMed |

Silva AS, Quintelas C, Ferreira EC, Lopes JA, Sousa C (2017) Exploiting intrinsic fluorescence spectroscopy to discriminate between Acinetobacter calcoaceticus- Acinetobacter baumannii complex species. RSC Advances 7, 8581–8588.
Exploiting intrinsic fluorescence spectroscopy to discriminate between Acinetobacter calcoaceticus- Acinetobacter baumannii complex species.Crossref | GoogleScholarGoogle Scholar |

Sorensen JPR, Vivanco A, Ascott MJ, Gooddy DC, Lapworth DJ, Read DS, Rushworth CM, Bucknall J, Herbert K, Karapanos I, Gumm LP, Taylor RG (2018) Online fluorescence spectroscopy for the real-time evaluation of the microbial quality of drinking water. Water Research 137, 301–309.
Online fluorescence spectroscopy for the real-time evaluation of the microbial quality of drinking water.Crossref | GoogleScholarGoogle Scholar | 29554534PubMed |

Sorensen JPR, Diaw MT, Pouye A, Roffo R, Diongue DML, Faye SC, Gaye CB, Fox BG, Goodall T, Lapworth DJ, MacDonald AM, Read DS, Ciric L, Taylor RG (2020) In-situ fluorescence spectroscopy indicates total bacterial abundance and dissolved organic carbon. The Science of the Total Environment 738,
In-situ fluorescence spectroscopy indicates total bacterial abundance and dissolved organic carbon.Crossref | GoogleScholarGoogle Scholar | 32521357PubMed |

Sparling G, Vojvodić-Vuković M, Schipper LA (1998) Hot-water-soluble C as a simple measure of labile soil organic matter: The relationship with microbial biomass C. Soil Biology & Biochemistry 30, 1469–1472.
Hot-water-soluble C as a simple measure of labile soil organic matter: The relationship with microbial biomass C.Crossref | GoogleScholarGoogle Scholar |

Stedmon CA, Bro R (2008) Characterizing dissolved organic matter fluorescence with parallel factor analysis: a tutorial. Limnology and Oceanography, Methods 6, 572–579.
Characterizing dissolved organic matter fluorescence with parallel factor analysis: a tutorial.Crossref | GoogleScholarGoogle Scholar |

Stedmon CA, Markager S, Rasmus B (2003) Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy. Marine Chemistry 82, 239–254.
Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy.Crossref | GoogleScholarGoogle Scholar |

Swenson TL, Jenkins S, Bowen BP, Northn TR (2015) Untargeted soil metabolomics methods for analysis of extractable organic matter. Soil Biology & Biochemistry 80, 189–198.
Untargeted soil metabolomics methods for analysis of extractable organic matter.Crossref | GoogleScholarGoogle Scholar |

Tadini AM, Nicolodelli G, Mounier S, Montes CR, Milori DMBP (2015) The importance of humin in soil characterisation: A study on Amazonian soils using different fluorescence techniques. The Science of the Total Environment 537, 152–158.
The importance of humin in soil characterisation: A study on Amazonian soils using different fluorescence techniques.Crossref | GoogleScholarGoogle Scholar | 26282749PubMed |

Vance ED, Brookes PC, Jenkinson DS (1987) An extraction method for measuring soil microbial biomass C. Soil Biology & Biochemistry 19, 703–707.
An extraction method for measuring soil microbial biomass C.Crossref | GoogleScholarGoogle Scholar |

Waksman SA (1936) ‘Humus: origin, chemical composition and importance in nature.’ (Williams and Wilkins: New York, NY)

Wang Z, Cao J, Meng F (2015) Interactions between protein-like and humic-like components in dissolved organic matter revealed by fluorescence quenching. Water Research 68, 404–413.
Interactions between protein-like and humic-like components in dissolved organic matter revealed by fluorescence quenching.Crossref | GoogleScholarGoogle Scholar | 25462747PubMed |

Wardle DA (1998) Controls of temporal variability of the soil microbial biomass: a global-scale synthesis. Soil Biology & Biochemistry 30, 1627–1637.
Controls of temporal variability of the soil microbial biomass: a global-scale synthesis.Crossref | GoogleScholarGoogle Scholar |

Warren CR (2015) Comparison of methods for extraction of organic N monomers from soil microbial biomass. Soil Biology & Biochemistry 81, 67–76.
Comparison of methods for extraction of organic N monomers from soil microbial biomass.Crossref | GoogleScholarGoogle Scholar |

Weishaar J, Aiken G, Bergamaschi B, Fram MS, Fujii R, Mopper K (2003) Evaluation of specific ultraviolet absorbance as an indicator of the chemical composition and reactivity of dissolved organic carbon. Environmental Science & Technology 37, 4702–4708.
Evaluation of specific ultraviolet absorbance as an indicator of the chemical composition and reactivity of dissolved organic carbon.Crossref | GoogleScholarGoogle Scholar |

Winter JP, Zhang Z, Tenuta M, Voroney RP (1994) Measurement of microbial biomass by fumigation-extraction in soils stored frozen. Soil Science Society of America Journal 58, 1645–1651.
Measurement of microbial biomass by fumigation-extraction in soils stored frozen.Crossref | GoogleScholarGoogle Scholar |

Wünsch UJ, Murphy KR, Stedmon CA (2015) Fluorescence quantum yields of natural organic matter and organic compounds: Implications for the fluorescence-based interpretation of organic matter composition. Frontiers in Marine Science 2, 1–15.
Fluorescence quantum yields of natural organic matter and organic compounds: Implications for the fluorescence-based interpretation of organic matter composition.Crossref | GoogleScholarGoogle Scholar |

Xia GS, Pignatello JJ (2001) Detailed sorption isotherms of polar and apolar compounds in a high-organic soil. Environmental Science & Technology 35, 84–94.
Detailed sorption isotherms of polar and apolar compounds in a high-organic soil.Crossref | GoogleScholarGoogle Scholar |

Yamashita Y, Jaffé R, Maie N, Tanoue E (2008) Assessing the dynamics of dissolved organic matter (DOM) in coastal environments by excitation emission matrix fluorescence and parallel factor analysis (EEM‐PARAFAC). Limnology and Oceanography 53, 1900–1908.
Assessing the dynamics of dissolved organic matter (DOM) in coastal environments by excitation emission matrix fluorescence and parallel factor analysis (EEM‐PARAFAC).Crossref | GoogleScholarGoogle Scholar |