Utilization of PARAFAC ‐Modeled Excitation‐Emission Matrix ( EEM ) Fluorescence Spectroscopy to Identify Biogeochemical Processing of Dissolved Organic Matter in a Northern Peatland

Tfaily, Malak M.; Corbett, Jane E.; Wilson, Rachel; Chanton, Jeffrey P.; Glaser, Paul H.; Cawley, Kaelin M.; Jaffé, Rudolf; Cooper, William T.

doi:10.1111/php.12448

Title: Utilization of PARAFAC ‐Modeled Excitation‐Emission Matrix ( EEM ) Fluorescence Spectroscopy to Identify Biogeochemical Processing of Dissolved Organic Matter in a Northern Peatland

Journal Article · Wed Apr 08 00:00:00 EDT 2015 · Photochemistry and Photobiology

DOI:https://doi.org/10.1111/php.12448· OSTI ID:1401839

Tfaily, Malak M. ^[1]; Corbett, Jane E. ^[2]; Wilson, Rachel ^[2]; Chanton, Jeffrey P. ^[2]; Glaser, Paul H. ^[3]; Cawley, Kaelin M. ^[4]; Jaffé, Rudolf ^[4]; Cooper, William T. ^[5]

Department of Chemistry &, Biochemistry Florida State University Tallahassee FL 32306‐4390, Department of Earth Ocean and Atmospheric Science Florida State University Tallahassee FL 32306‐4320
Department of Earth Ocean and Atmospheric Science Florida State University Tallahassee FL 32306‐4320
Department of Geology and Geophysics University of Minnesota Minneapolis MN 55455‐0219
Southeast Environmental Research Center and Department of Chemistry &, Biochemistry Florida International University Miami FL 33199
Department of Chemistry &, Biochemistry Florida State University Tallahassee FL 32306‐4390

Abstract In this study, we contrast the fluorescent properties of dissolved organic matter ( DOM ) in fens and bogs in a Northern Minnesota peatland using excitation emission matrix fluorescence spectroscopy with parallel factor analysis ( EEM ‐ PARAFAC ). EEM ‐ PARAFAC identified four humic‐like components and one protein‐like component and the dynamics of each were evaluated based on their distribution with depth as well as across sites differing in hydrology and major biological species. The PARAFAC ‐ EEM experiments were supported by dissolved organic carbon measurements ( DOC ), optical spectroscopy ( UV ‐Vis), and compositional characterization by ultrahigh resolution Fourier transform ion cyclotron resonance mass spectroscopy ( FT ‐ ICR MS ). The FT ‐ ICR MS data indicate that metabolism in peatlands reduces the molecular weights of individual components of DOM , and oxygen‐rich less aromatic molecules are selectively biodegraded. Our data suggest that different hydrologic and biological conditions within the larger peat ecosystem drive molecular changes in DOM , resulting in distinctly different chemical compositions and unique fluorescent fingerprints. PARAFAC modeling of EEM data coupled with ultrahigh resolution FT ‐ ICR MS has the potential to provide significant molecular‐based information on DOM composition that will support efforts to better understand the composition, sources, and diagenetic status of DOM from different terrestrial and aquatic systems.

View Accepted Manuscript (Publisher)

Cite

Export

Save

Sponsoring Organization:: USDOE

Grant/Contract Number:: DE‐SC0007144; DE‐SC0004632

OSTI ID:: 1401839

Journal Information:: Photochemistry and Photobiology, Journal Name: Photochemistry and Photobiology Vol. 91 Journal Issue: 3; ISSN 0031-8655

Publisher:: Wiley-BlackwellCopyright Statement

Country of Publication:: United Kingdom

Language:: English

Citation Metrics:

Cited by: 28 works

Citation information provided by
Web of Science

References (68)

Patterns of dissolved organic matter in subarctic peatlands Moore, T. R. Earth Surface Processes and Landforms, Vol. 12, Issue 4 https://doi.org/10.1002/esp.3290120405	journal	July 1987
Production of Refractory Dissolved Organic Matter by Bacteria Ogawa, H. Science, Vol. 292, Issue 5518 https://doi.org/10.1126/science.1057627	journal	May 2001
Spectrofluorometric characterization of dissolved organic matter for indication of precursor organic material and aromaticity McKnight, Diane M.; Boyer, Elizabeth W.; Westerhoff, Paul K. Limnology and Oceanography, Vol. 46, Issue 1 https://doi.org/10.4319/lo.2001.46.1.0038	journal	January 2001
Photochemically Induced Changes in Dissolved Organic Matter Identified by Ultrahigh Resolution Fourier Transform Ion Cyclotron Resonance Mass Spectrometry Gonsior, Michael; Peake, Barrie M.; Cooper, William T. Environmental Science & Technology, Vol. 43, Issue 3 https://doi.org/10.1021/es8022804	journal	February 2009
Controls of dissolved organic matter quality: evidence from a large-scale boreal lake survey Kothawala, Dolly N.; Stedmon, Colin A.; Müller, Roger A. Global Change Biology, Vol. 20, Issue 4 https://doi.org/10.1111/gcb.12488	journal	February 2014
Radiocarbon evidence for the importance of surface vegetation on fermentation and methanogenesis in contrasting types of boreal peatlands: IMPORTANCE OF SURFACE VEGETATION Chanton, J. P.; Glaser, P. H.; Chasar, L. S. Global Biogeochemical Cycles, Vol. 22, Issue 4 https://doi.org/10.1029/2008GB003274	journal	December 2008
Tracing the production and degradation of autochthonous fractions of dissolved organic matter by fluorescence analysis Stedmon, Colin A.; Markager, Stiig Limnology and Oceanography, Vol. 50, Issue 5 https://doi.org/10.4319/lo.2005.50.5.1415	journal	September 2005
Differentiating with fluorescence spectroscopy the sources of dissolved organic matter in soils subjected to drying Zsolnay, Adam; Baigar, Erik; Jimenez, Miguel Chemosphere, Vol. 38, Issue 1 https://doi.org/10.1016/S0045-6535(98)00166-0	journal	January 1999
Characterisation and distribution of deposited trace elements transported over long and intermediate distances in north-eastern France using Sphagnum peatlands as a sentinel ecosystem Meyer, Caroline; Diaz-de-Quijano, Maria; Monna, Fabrice Atmospheric Environment, Vol. 101 https://doi.org/10.1016/j.atmosenv.2014.11.041	journal	January 2015
Radiocarbon and stable carbon isotopic evidence for transport and transformation of dissolved organic carbon, dissolved inorganic carbon, and CH ₄ in a northern Minnesota peatland Chasar, L. S.; Chanton, J. P.; Glaser, P. H. Global Biogeochemical Cycles, Vol. 14, Issue 4 https://doi.org/10.1029/1999GB001221	journal	December 2000
Characterization of dissolved organic matter in northern peatland soil porewaters by ultra high resolution mass spectrometry D’Andrilli, Juliana; Chanton, Jeffrey P.; Glaser, Paul H. Organic Geochemistry, Vol. 41, Issue 8 https://doi.org/10.1016/j.orggeochem.2010.05.009	journal	August 2010
Comparison of dialysis and solid-phase extraction for isolation and concentration of dissolved organic matter prior to Fourier transform ion cyclotron resonance mass spectrometry Tfaily, Malak M.; Hodgkins, Suzanne; Podgorski, David C. Analytical and Bioanalytical Chemistry, Vol. 404, Issue 2 https://doi.org/10.1007/s00216-012-6120-6	journal	June 2012
Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy Stedmon, Colin A.; Markager, Stiig; Bro, Rasmus Marine Chemistry, Vol. 82, Issue 3-4 https://doi.org/10.1016/S0304-4203(03)00072-0	journal	August 2003
Composition of a protein-like fluorophore of dissolved organic matter in coastal wetland and estuarine ecosystems Maie, Nagamitsu; Scully, Norman M.; Pisani, Oliva Water Research, Vol. 41, Issue 3 https://doi.org/10.1016/j.watres.2006.11.006	journal	February 2007
Compartmentalization of phenolic constituents in sphagnum Rasmussen, Susanne; Wolff, Christian; Rudolph, Hansjörg Phytochemistry, Vol. 38, Issue 1 https://doi.org/10.1016/0031-9422(94)00650-I	journal	January 1995
Northern Peatlands: Role in the Carbon Cycle and Probable Responses to Climatic Warming Gorham, Eville Ecological Applications, Vol. 1, Issue 2 https://doi.org/10.2307/1941811	journal	May 1991
Dissolved organic matter properties and their relationship to carbon dioxide efflux from restored peat bogs Glatzel, Stephan; Kalbitz, Karsten; Dalva, Mike Geoderma, Vol. 113, Issue 3-4 https://doi.org/10.1016/S0016-7061(02)00372-5	journal	May 2003
Fluorescence and DOC contents of estuarine pore waters from colonized and non-colonized sediments: Effects of sampling preservation Otero, M.; Mendonça, A.; Válega, M. Chemosphere, Vol. 67, Issue 2 https://doi.org/10.1016/j.chemosphere.2006.10.044	journal	February 2007
Photochemical bleaching of oceanic dissolved organic matter and its effect on absorption spectral slope and fluorescence Helms, John R.; Stubbins, Aron; Perdue, E. Michael Marine Chemistry, Vol. 155 https://doi.org/10.1016/j.marchem.2013.05.015	journal	September 2013
Freeze/thaw and pH effects on freshwater dissolved organic matter fluorescence and absorbance properties from a number of UK locations Spencer, Robert G. M.; Bolton, Lucy; Baker, Andy Water Research, Vol. 41, Issue 13 https://doi.org/10.1016/j.watres.2007.04.012	journal	July 2007
Dynamics and Characterization of Refractory Dissolved Organic Matter Produced by a Pure Bacterial Culture in an Experimental Predator-Prey System Gruber, D. F.; Simjouw, J. -P.; Seitzinger, S. P. Applied and Environmental Microbiology, Vol. 72, Issue 6 https://doi.org/10.1128/AEM.02882-05	journal	June 2006
Seasonality and landscape factors drive dissolved organic matter properties in Mediterranean ephemeral washes Catalán, Núria; Obrador, Biel; Alomar, Carmen Biogeochemistry, Vol. 112, Issue 1-3 https://doi.org/10.1007/s10533-012-9723-2	journal	March 2012
Decomposition in peatlands: Reconciling seemingly contrasting results on the impacts of lowered water levels Laiho, Raija Soil Biology and Biochemistry, Vol. 38, Issue 8 https://doi.org/10.1016/j.soilbio.2006.02.017	journal	August 2006
Characterization of dissolved organic matter fluorescence in the South Atlantic Bight with use of PARAFAC model: Interannual variability Kowalczuk, Piotr; Durako, Michael J.; Young, Heather Marine Chemistry, Vol. 113, Issue 3-4 https://doi.org/10.1016/j.marchem.2009.01.015	journal	February 2009
Assessing the spatial and temporal variability of dissolved organic matter in Liverpool Bay using excitation–emission matrix fluorescence and parallel factor analysis Yamashita, Youhei; Panton, Anouska; Mahaffey, Claire Ocean Dynamics, Vol. 61, Issue 5 https://doi.org/10.1007/s10236-010-0365-4	journal	December 2010
Geochemical controls on anaerobic organic matter decomposition in a northern peatland Beer, Julia; Lee, Kern; Whiticar, Michael Limnology and Oceanography, Vol. 53, Issue 4 https://doi.org/10.4319/lo.2008.53.4.1393	journal	July 2008
Raised bogs in eastern North America: transitions in landforms and gross stratigraphy Glaser, Paul H.; Janssens, Jan A. Canadian Journal of Botany, Vol. 64, Issue 2 https://doi.org/10.1139/b86-056	journal	February 1986
The N-way Toolbox for MATLAB Andersson, Claus A.; Bro, Rasmus Chemometrics and Intelligent Laboratory Systems, Vol. 52, Issue 1 https://doi.org/10.1016/S0169-7439(00)00071-X	journal	August 2000
Vegetation patterns in the North Black River peatland, northern Minnesota Glaser, Paul H. Canadian Journal of Botany, Vol. 61, Issue 8 https://doi.org/10.1139/b83-225	journal	August 1983
Ionization and Fragmentation of Humic Substances in Electrospray Ionization Fourier Transform-Ion Cyclotron Resonance Mass Spectrometry Stenson, Alexandra C.; Landing, William M.; Marshall, Alan G. Analytical Chemistry, Vol. 74, Issue 17 https://doi.org/10.1021/ac020019f	journal	September 2002
Microbial availability and degradation of dissolved organic carbon and nitrogen in two coastal areas Lønborg, Christian; Søndergaard, Morten Estuarine, Coastal and Shelf Science, Vol. 81, Issue 4 https://doi.org/10.1016/j.ecss.2008.12.009	journal	March 2009
Transport and thermodynamics constrain belowground carbon turnover in a northern peatland Beer, Julia; Blodau, Christian Geochimica et Cosmochimica Acta, Vol. 71, Issue 12 https://doi.org/10.1016/j.gca.2007.03.010	journal	June 2007
Spatial and temporal variability of dissolved organic matter quantity and composition in an oligotrophic subtropical coastal wetland Chen, Meilian; Maie, Nagamitsu; Parish, Kathleen Biogeochemistry, Vol. 115, Issue 1-3 https://doi.org/10.1007/s10533-013-9826-4	journal	February 2013
Electrospray ionization mass spectrometric peptide mapping: A rapid, sensitive technique for protein structure analysis Chowdhury, S. K.; Katta, V.; Chait, B. T. Biochemical and Biophysical Research Communications, Vol. 167, Issue 2 https://doi.org/10.1016/0006-291X(90)92080-J	journal	March 1990
Resolving the variability in dissolved organic matter fluorescence in a temperate estuary and its catchment using PARAFAC analysis Stedmon, Colin A.; Markager, Stiig Limnology and Oceanography, Vol. 50, Issue 2 https://doi.org/10.4319/lo.2005.50.2.0686	journal	March 2005
Dissolved Organic Matter Biogeochemistry Along a Transect of the Okavango Delta, Botswana Cawley, Kaelin M.; Wolski, Piotr; Mladenov, Natalie Wetlands, Vol. 32, Issue 3 https://doi.org/10.1007/s13157-012-0281-0	journal	February 2012
Carbon isotopes in peat, DOC, CO2, and CH4 in a Holocene peatland on Dartmoor, southwest England Charman, Dan J.; Aravena, Ramon; Bryant, Charlotte L. Geology, Vol. 27, Issue 6 https://doi.org/10.1130/0091-7613(1999)027<0539:CIIPDC>2.3.CO;2	journal	January 1999
Microbial Community Structure and Activity Linked to Contrasting Biogeochemical Gradients in Bog and Fen Environments of the Glacial Lake Agassiz Peatland Lin, X.; Green, S.; Tfaily, M. M. Applied and Environmental Microbiology, Vol. 78, Issue 19 https://doi.org/10.1128/AEM.01750-12	journal	July 2012
Fluorescence Spectroscopy Reveals Ubiquitous Presence of Oxidized and Reduced Quinones in Dissolved Organic Matter Cory, Rose M.; McKnight, Diane M. Environmental Science & Technology, Vol. 39, Issue 21, p. 8142-8149 https://doi.org/10.1021/es0506962	journal	November 2005
Production of chromophoric dissolved organic matter fluorescence in marine and estuarine environments: an investigation into the role of phytoplankton Rochelle-Newall, E. J.; Fisher, T. R. Marine Chemistry, Vol. 77, Issue 1 https://doi.org/10.1016/S0304-4203(01)00072-X	journal	January 2002
Organic Matter Fluorescence in Municipal Water Recycling Schemes: Toward a Unified PARAFAC Model Murphy, Kathleen R.; Hambly, Adam; Singh, Sachin Environmental Science & Technology, Vol. 45, Issue 7 https://doi.org/10.1021/es103015e	journal	April 2011
Dissolved Organic Matter Characteristics Across a Subtropical Wetland’s Landscape: Application of Optical Properties in the Assessment of Environmental Dynamics Yamashita, Youhei; Scinto, Leonard J.; Maie, Nagamitsu Ecosystems, Vol. 13, Issue 7 https://doi.org/10.1007/s10021-010-9370-1	journal	August 2010
Assessing the dynamics of dissolved organic matter (DOM) in coastal environments by excitation emission matrix fluorescence and parallel factor analysis (EEM-PARAFAC) Yamashita, Youhei; Jaffé, Rudolf; Maie, Nagamitsu Limnology and Oceanography, Vol. 53, Issue 5 https://doi.org/10.4319/lo.2008.53.5.1900	journal	September 2008
The Patterned Mires of the Red Lake Peatland, Northern Minnesota: Vegetation, Water Chemistry and Landforms Glaser, Paul H.; Wheeler, Gerald A.; Gorham, Eville The Journal of Ecology, Vol. 69, Issue 2 https://doi.org/10.2307/2259685	journal	July 1981
Characterizing the Interactions between Trace Metals and Dissolved Organic Matter Using Excitation−Emission Matrix and Parallel Factor Analysis Yamashita, Youhei; Jaffé, Rudolf Environmental Science & Technology, Vol. 42, Issue 19 https://doi.org/10.1021/es801357h	journal	October 2008
Characterization of dissolved organic matter in cave and spring waters using UV–Vis absorbance and fluorescence spectroscopy Birdwell, Justin E.; Engel, Annette Summers Organic Geochemistry, Vol. 41, Issue 3 https://doi.org/10.1016/j.orggeochem.2009.11.002	journal	March 2010
Investigating dissolved organic matter decomposition in northern peatlands using complimentary analytical techniques Tfaily, Malak M.; Hamdan, Rasha; Corbett, Jane E. Geochimica et Cosmochimica Acta, Vol. 112 https://doi.org/10.1016/j.gca.2013.03.002	journal	July 2013
Ecosystem Control over Temperature and Energy flux in Northern Peatlands Bridgham, Scott D.; Pastor, John; Updegraff, Karen Ecological Applications, Vol. 9, Issue 4 https://doi.org/10.1890/1051-0761(1999)009[1345:ECOTAE]2.0.CO;2	journal	November 1999
Microbial Changes in Selected Operational Descriptors of Dissolved Organic Matters From Various Sources in a Watershed Hur, Jin Water, Air, & Soil Pollution, Vol. 215, Issue 1-4 https://doi.org/10.1007/s11270-010-0491-0	journal	June 2010
<latex>$Sphagnum$</latex>-Dominated Peat Bog: A Naturally Acid Ecosystem [and Discussion] Clymo, R. S.; Kramer, J. R.; Hammerton, D. Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 305, Issue 1124 https://doi.org/10.1098/rstb.1984.0072	journal	May 1984
Groundwater Flow in a Bog-Fen Complex, Lost River Peatland, Northern Minnesota Siegel, D. I.; Glaser, P. H. The Journal of Ecology, Vol. 75, Issue 3 https://doi.org/10.2307/2260203	journal	September 1987
Characterization of dissolved organic matter (DOM) from glacial environments using total fluorescence spectroscopy and parallel factor analysis Dubnick, Ashley; Barker, Joel; Sharp, Martin Annals of Glaciology, Vol. 51, Issue 56 https://doi.org/10.3189/172756411795931912	journal	January 2010
A regulatory role for phenol oxidase during decomposition in peatlands Freeman, C.; Ostle, N. J.; Fenner, N. Soil Biology and Biochemistry, Vol. 36, Issue 10 https://doi.org/10.1016/j.soilbio.2004.07.012	journal	October 2004
Fluorescence characteristics and biodegradability of dissolved organic matter in forest and wetland soils from coastal temperate watersheds in southeast Alaska Fellman, Jason B.; D’Amore, David V.; Hood, Eran Biogeochemistry, Vol. 88, Issue 2 https://doi.org/10.1007/s10533-008-9203-x	journal	April 2008
Evaluation of samplers and filter materials for the establishment of trace metal concentration profiles in peat bog porewaters using inductively coupled plasma-mass spectrometry Rausch, Nicole; Ukonmaanaho, Liisa; Nieminen, Tiina M. Analytica Chimica Acta, Vol. 558, Issue 1-2 https://doi.org/10.1016/j.aca.2005.11.037	journal	February 2006
The use of PARAFAC modeling to trace terrestrial dissolved organic matter and fingerprint water masses in coastal Canadian Arctic surface waters Walker, Sally A.; Amon, Rainer M. W.; Stedmon, Colin Journal of Geophysical Research, Vol. 114 https://doi.org/10.1029/2009JG000990	journal	January 2009
Mass loss and nutrient release during litter decay in peatland: The role of microbial adaptability to litter chemistry Bragazza, L.; Siffi, C.; Iacumin, P. Soil Biology and Biochemistry, Vol. 39, Issue 1 https://doi.org/10.1016/j.soilbio.2006.07.014	journal	January 2007
Characterization of marine and terrestrial DOM in seawater using excitation-emission matrix spectroscopy Coble, Paula G. Marine Chemistry, Vol. 51, Issue 4 https://doi.org/10.1016/0304-4203(95)00062-3	journal	January 1996
Influence of acidification on the optical properties and molecular composition of dissolved organic matter Tfaily, Malak M.; Podgorski, David C.; Corbett, Jane E. Analytica Chimica Acta, Vol. 706, Issue 2 https://doi.org/10.1016/j.aca.2011.08.037	journal	November 2011
Effects of storm events on mobilisation and in-stream processing of dissolved organic matter (DOM) in a Welsh peatland catchment Austnes, Kari; Evans, Christopher D.; Eliot-Laize, Caroline Biogeochemistry, Vol. 99, Issue 1-3 https://doi.org/10.1007/s10533-009-9399-4	journal	December 2009
Evaluation of Specific Ultraviolet Absorbance as an Indicator of the Chemical Composition and Reactivity of Dissolved Organic Carbon Weishaar, James L.; Aiken, George R.; Bergamaschi, Brian A. Environmental Science & Technology, Vol. 37, Issue 20 https://doi.org/10.1021/es030360x	journal	October 2003
OpenFluor– an online spectral library of auto-fluorescence by organic compounds in the environment Murphy, Kathleen R.; Stedmon, Colin A.; Wenig, Philip Anal. Methods, Vol. 6, Issue 3 https://doi.org/10.1039/C3AY41935E	journal	January 2014
Dissolved Organic Matter Characterization Using Multiway Spectral Decomposition of Fluorescence Landscapes Ohno, Tsutomu; Bro, Rasmus Soil Science Society of America Journal, Vol. 70, Issue 6 https://doi.org/10.2136/sssaj2006.0005	journal	January 2006
Carbon turnover in peatland mesocosms exposed to different water table levels Blodau, Christian; Basiliko, Nathan; Moore, Tim R. Biogeochemistry, Vol. 67, Issue 3 https://doi.org/10.1023/B:BIOG.0000015788.30164.e2	journal	February 2004
Comparative study of dissolved organic matter from groundwater and surface water in the Florida coastal Everglades using multi-dimensional spectrofluorometry combined with multivariate statistics Chen, Meilian; Price, René M.; Yamashita, Youhei Applied Geochemistry, Vol. 25, Issue 6 https://doi.org/10.1016/j.apgeochem.2010.03.005	journal	June 2010
Characterization of dissolved organic matter across the Subtropical Convergence off the South Island, New Zealand Gonsior, Michael; Peake, Barrie M.; Cooper, William T. Marine Chemistry, Vol. 123, Issue 1-4 https://doi.org/10.1016/j.marchem.2010.10.004	journal	January 2011
Molecular characterization of dissolved organic matter in a North Brazilian mangrove porewater and mangrove-fringed estuaries by ultrahigh resolution Fourier Transform-Ion Cyclotron Resonance mass spectrometry and excitation/emission spectroscopy Tremblay, Lori Beth; Dittmar, Thorsten; Marshall, Alan G. Marine Chemistry, Vol. 105, Issue 1-2 https://doi.org/10.1016/j.marchem.2006.12.015	journal	April 2007
Modeling Northern Peatland Decomposition and Peat Accumulation Frolking, Steve; Roulet, Nigel T.; Moore, Tim R. Ecosystems, Vol. 4, Issue 5 https://doi.org/10.1007/s10021-001-0105-1	journal	August 2001

Similar Records

Elemental composition and optical properties reveal changes in dissolved organic matter along a permafrost thaw chronosequence in a subarctic peatland

Journal Article · Mon Aug 01 00:00:00 EDT 2016 · Geochimica et Cosmochimica Acta · OSTI ID:1401839

Hodgkins, Suzanne B.; Tfaily, Malak M.; Podgorski, David C.; +6 more

Vertical Stratification of Peat Pore Water Dissolved Organic Matter Composition in a Peat Bog in Northern Minnesota: Pore Water DOM composition in a peat bog

Journal Article · Thu Feb 01 00:00:00 EST 2018 · Journal of Geophysical Research. Biogeosciences · OSTI ID:1401839

Tfaily, Malak M.; Wilson, Rachel M.; Cooper, William T.; +3 more

The Influence of Microbial Priming Effects on the Hydro-bio-geochemistry of Large River Reservoirs

Technical Report · Wed Jan 26 00:00:00 EST 2022 · OSTI ID:1401839

Bianchi, Thomas S; Ward, Nicholas D.; Butman, David

Title: Utilization of PARAFAC ‐Modeled Excitation‐Emission Matrix ( EEM ) Fluorescence Spectroscopy to Identify Biogeochemical Processing of Dissolved Organic Matter in a Northern Peatland

Citation Formats

References (68)

Similar Records

Related Subjects