Skip to main content
Log in

Identification of sources, characteristics and photochemical transformations of dissolved organic matter with EEM-PARAFAC in the Wei River of China

  • Research Article
  • Published:
Frontiers of Environmental Science & Engineering Aims and scope Submit manuscript

Abstract

Dissolved organic matter (DOM) in rivers is a critical regulator of the cycling and toxicity of pollutants and the behavior of DOM is a key indicator for the health of the environment. We investigated the sources and characteristics of DOM in surface water and sediment samples of the Wei River, China. Dissolved organic carbon (DOC) concentration and ultraviolet absorbance at 254 nm (UV254) increased in the surface water and were decreased in the sediment downstream, indicating that the source of DOM in the water differed from the sediment. Parallel factor (PARAFAC) analysis of the excitation-emission matrices (EEM) revealed the presence of terrestrial humus-like, microbial humus-like and tryptophan-like proteins in the surface water, whereas the sediment contained UVA humic-like, UVC humic-like and fulvic-like in the sediment. The DOM in the surface water and sediment were mainly derived from microbial metabolic activity and the surrounding soil. Surface water DOM displayed greater photodegradation potential than sediment DOM. PARAFAC analysis indicated that the terrestrial humic-like substance in the water and the fulvic-like component in the sediment decomposed more rapidly. These data describe the characteristics of DOM in the Wei River and are crucial to understanding the fluctuations in environmental patterns.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Aiken G R, Hsu-Kim H, Ryan J N (2011). Influence of dissolved organic matter on the environmental fate of metals, nanoparticles, and colloids. Environmental Science & Technology, 45(8): 3196–3201

    Article  CAS  Google Scholar 

  • Awad J, Leeuwen J V, Chow C W K, Smernik R J, Anderson S J, Cox J W (2017). Seasonal variation in the nature of DOM in a river and drinking water reservoir of a closed catchment. Environmental Pollution, 220(Pt B): 788–796

    Article  CAS  Google Scholar 

  • Baker A, Ward D, Lieten S H, Periera R, Simpson E C, Slater M (2004). Measurement of protein-like fluorescence in river and waste water using a handheld spectrophotometer. Water Research, 38(12): 2934–2938

    Article  CAS  Google Scholar 

  • Bridgeman J, Bieroza M, Baker A (2011). The application of fluorescence spectroscopy to organic matter characterisation in drinking water treatment. Reviews in Environmental Science and Biotechnology, 10(3): 277–290

    Article  CAS  Google Scholar 

  • Burdige D J, Kline S W, Chen W (2004). Fluorescent dissolved organic matter in marine sediment pore waters. Marine Chemistry, 89(1–4): 289–311

    Article  CAS  Google Scholar 

  • Castillo C R, Sarmento H, Álvarez-Salgado X A, Gasol J M, Marrasé C (2010). Erratum: Production of chromophoric dissolved organic matter by marine phytoplankton. Limnology and Oceanography, 55 (1): 446–454

    Article  Google Scholar 

  • Chang J, Li Y, Wei J, Wang Y, Guo A (2016). Dynamic changes of sediment load and water discharge in the Weihe River, China. Environmental Earth Sciences, 75(12): 1042

    Article  Google Scholar 

  • Coble P G (1996). Characterization of marine and terrestrial DOM in seawater using excitation—emission matrix spectroscopy. Marine Chemistry, 51(4): 325–346

    Article  CAS  Google Scholar 

  • Coble P G (2013). 5-Colored dissolved organic matter in seawater. In: Watson J, Zielinski O, editors. Subsea Optics & Imaging. London: Woodhead Publishing, 98–118

    Chapter  Google Scholar 

  • Coble P G, Gagosian R B, Codispoti L A, Friederich G E, Christensen J P (1991). Vertical distribution of dissolved and particulate fluorescence in the Black Sea. Deep-Sea Research. Part A, Oceanographic Research Papers, 38(10): S985–S1001

    Article  Google Scholar 

  • Cory R M, McKnight D M (2005). Fluorescence spectroscopy reveals ubiquitous presence of oxidized and reduced quinones in dissolved organic matter. Environmental Science & Technology, 39(21): 8142–8149

    Article  CAS  Google Scholar 

  • Cory R M, Mcneill K, Cotner J P, Amado A, Purcell J M, Marshall A G (2010). Singlet oxygen in the coupled photochemical and biochemical oxidation of dissolved organic matter. Environmental Science & Technology, 44(10): 3683–3689

    Article  CAS  Google Scholar 

  • Dong Y, Li Y, Kong F, Zhang J, Xi M (2020). Source, structural characteristics and ecological indication of dissolved organic matter extracted from sediments in the primary tributaries of the Dagu River. Ecological Indicators, 109: 105776

    Article  CAS  Google Scholar 

  • Du Y, Zhang Y, Chen F, Chang Y, Liu Z (2016). Photochemical reactivities of dissolved organic matter (DOM) in a sub-alpine lake revealed by EEM-PARAFAC: An insight into the fate of allochthonous DOM in alpine lakes affected by climate change. Science of the Total Environment, 568: 216–225

    Article  CAS  Google Scholar 

  • Elliott S, Lead J R, Baker A (2006). Characterisation of the fluorescence from freshwater, planktonic bacteria. Water Research, 40(10): 2075–2083

    Article  CAS  Google Scholar 

  • Gan S, Wu Y, Bao H, Zhang J (2013). Natural and anthropogenic impacts on biogeochemical cycle in Yangtze River basin: Source, transformation and fate of dissolved organic matter (DOM) characterized by 3-D fluorescence spectroscopy. In: Egu General Assembly 2013, Vienna, 15, EGU2013-572, 2013. Vienna: European Geosciences Union (EGU)

    Google Scholar 

  • Gao H, Wu Z, Jia L, Pang G (2019). Vegetation change and its influence on runoff and sediment in different landform units, Wei River, China. Ecological Engineering, 141: 105609

    Article  Google Scholar 

  • Guo X, He X, Zhang H, Deng Y, Chen L, Jiang J (2012). Characterization of dissolved organic matter extracted from fermentation effluent of swine manure slurry using spectroscopic techniques and parallel factor analysis (PARAFAC). Microchemical Journal, 102 (5): 115–122

    Article  CAS  Google Scholar 

  • Han Q, Xue S, Liu Y, Hong Y, Liu H J (2016). Release pathway and influencing factors of dissolved organic matter in river sediments. China Environmental Science, 36(12): 3737–3749 (in Chinese)

    CAS  Google Scholar 

  • Hao R, Ren H, Li J, Ma Z, Wan H, Zheng X, Cheng S (2012). Use of three-dimensional excitation and emission matrix fluorescence spectroscopy for predicting the disinfection by-product formation potential of reclaimed water. Water Research, 46(17): 5765–5776

    Article  CAS  Google Scholar 

  • He W, Jung H, Lee J H, Hur J (2016). Differences in spectroscopic characteristics between dissolved and particulate organic matters in sediments: Insight into distribution behavior of sediment organic matter. Science of the Total Environment, 547: 1–8

    Article  CAS  Google Scholar 

  • Helms J R, Stubbins A, Ritchie J D, Minor E C, Kieber D J, Mopper K (2008). Absorption spectral slopes and slope ratios as indicators of molecular weight, source, and photobleaching of chromophoric dissolved organic matter. Limnology and Oceanography, 53(3): 955–969

    Article  Google Scholar 

  • Hsu-Kim H, Kucharzyk K H, Zhang T, Deshusses M A (2013). Mechanisms regulating mercury bioavailability for methylating microorganisms in the aquatic environment: A critical review. Environmental Science & Technology, 47(6): 2441–2456

    Article  CAS  Google Scholar 

  • Huang M, Li Z, Luo N, Yang R, Wen J, Huang B, Zeng G (2019). Application potential of biochar in environment: Insight from degradation of biochar-derived DOM and complexation of DOM with heavy metals. Science of the Total Environment, 646: 220–228

    Article  CAS  Google Scholar 

  • Huguet A, Vacher L, Relexans S, Saubusse, Froidefond J M, Parlanti E (2009). Properties of fluorescent dissolved organic matter in the Gironde Estuary. Organic Geochemistry, 40(6): 706–719

    Article  CAS  Google Scholar 

  • Jiang T, Kaal J, Liang J, Zhang Y, Wei S, Wang D, Green N W (2017). Composition of dissolved organic matter (DOM) from periodically submerged soils in the Three Gorges Reservoir areas as determined by elemental and optical analysis, infrared spectroscopy, pyrolysis-GC-MS and thermally assisted hydrolysis and methylation. Science of the Total Environment, 603: 461–471

    Article  Google Scholar 

  • Jie G, Tao J, Lu-Lu L I, Chen X S, Wei S Q, Wang D Y, Yan J L, Zheng Z (2015). Ultraviolet-Visible (UV-Vis) and fluorescence spectral characteristics of Dissolved Organic Matter (DOM) in soils of water-level fluctuation zones of the Three Gorges Reservoir Region. Environmental Sciences (Ruse), 36(1): 151

    Google Scholar 

  • Liu D, Du Y, Yu S, Luo J, Duan H (2020). Human activities determine quantity and composition of dissolved organic matter in lakes along the Yangtze River. Water Research, 168:115132

    Article  CAS  Google Scholar 

  • Ly Q V, Hur J (2018). Further insight into the roles of the chemical composition of dissolved organic matter (DOM) on ultrafiltration membranes as revealed by multiple advanced DOM characterization tools. Chemosphere, 201: 168–177

    Article  CAS  Google Scholar 

  • Marhuenda-Egea F C, Martínez-Sabater E, Jordá J, Moral R, Bustamante M A, Paredes C, Pérez-Murcia M D (2007). Dissolved organic matter fractions formed during composting of winery and distillery residues: evaluation of the process by fluorescence excitation-emission matrix. Chemosphere, 68(2): 301–309

    Article  CAS  Google Scholar 

  • McKnight D M, Boyer E W, Westerhoff P K, Doran P T, Kulbe T, Andersen D T (2001). Spectrofluorometric characterization of dissolved organic matter for indication of precursor organic material and aromaticity. Limnology and Oceanography, 46(1): 38–48

    Article  CAS  Google Scholar 

  • Meng F, Huang G, Yang X, Li Z, Li J, Cao J, Wang Z, Sun L (2013). Identifying the sources and fate of anthropogenically impacted dissolved organic matter (DOM) in urbanized rivers. Water Research, 47(14): 5027–5039

    Article  CAS  Google Scholar 

  • Murphy K R, Ruiz G M, Dunsmuir W T, Waite T D (2006). Optimized parameters for fluorescence-based verification of ballast water exchange by ships. Environmental Science & Technology, 40(7): 2357–2362

    Article  CAS  Google Scholar 

  • Osburn C L, Handsel L T, Mikan M P, Paerl H W, Montgomery M T (2012). Fluorescence tracking of dissolved and particulate organic matter quality in a river-dominated estuary. Environmental Science & Technology, 46(16): 8628–8636

    Article  CAS  Google Scholar 

  • Sheng G P, Xu J, Li W H, Yu H Q (2013). Quantification of the interactions between Ca2+,Hg2+ and extracellular polymeric substances (EPS) of sludge. Chemosphere, 93(7): 1436–1441 doi:https://doi.org/10.1016/j.chemosphere.2013.07.076

    Article  CAS  Google Scholar 

  • Stedmon C A, Amon R M W, Rinehart A J, Walker S A (2011a). The supply and characteristics of colored dissolved organic matter (CDOM) in the Arctic Ocean: Pan Arctic trends and differences. Marine Chemistry, 124(1–4): 108–118

    Article  CAS  Google Scholar 

  • Stedmon C A, Bro R J L, Methods O (2008). Characterizing dissolved organic matter fluorescence with parallel factor analysis: A tutorial. Limnology and Oceanography-Methods, 6(11): 572–579

    Article  CAS  Google Scholar 

  • Stedmon C A, Markager S (2005). Resolving the variability in dissolved organic matter fluorescence in a temperate estuary and its catchment using PARAFAC analysis. Limnology and Oceanography, 50(2): 686–697

    Article  CAS  Google Scholar 

  • Stedmon C A, Markager S, Tranvik L, Kronberg L, Slätis T, Martinsen W (2007). Photochemical production of ammonium and transformation of dissolved organic matter in the Baltic Sea. Marine Chemistry, 104(3–4): 227–240

    Article  CAS  Google Scholar 

  • Stedmon C A, Thomas D N, Papadimitriou S, Granskog M A, Dieckmann G S (2011b). Using fluorescence to characterize dissolved organic matter in Antarctic sea ice brines. Journal of Geophysical Research. Biogeosciences, 116: G03027

    Google Scholar 

  • Tang S J, Wang Z W, Wu Z C, Wang X H, Lu J L, Xia M F (2009). Excitation-emission matrix fluorescence spectra analysis of dissolved organic matter in membrane bioreactor. China Environmental Science, 29(3): 290–295 (in Chinese)

    CAS  Google Scholar 

  • Viguri J, Verde J, Irabien A (2002). Environmental assessment of polycyclic aromatic hydrocarbons (PAHs) in surface sediments of the Santander Bay, Northern Spain. Chemosphere, 48(2): 157–165

    Article  CAS  Google Scholar 

  • Weishaar J L, Aiken G R, Bergamaschi B A, Fram M S, 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(20): 4702–4708

    Article  CAS  Google Scholar 

  • Xian Q, Li P, Liu C, Cui J, Guan Z, Tang X (2018). Concentration and spectroscopic characteristics of DOM in surface runoff and fracture flow in a cropland plot of a loamy soil. Science of the Total Environment, 622: 385–393

    Article  Google Scholar 

  • Xu H, Jiang H (2013). UV-induced photochemical heterogeneity of dissolved and attached organic matter associated with cyanobacterial blooms in a eutrophic freshwater lake. Water Research, 47(17): 6506–6515

    Article  CAS  Google Scholar 

  • Xu H, Zou L, Guan D, Li W, Jiang H (2019). Molecular weight-dependent spectral and metal binding properties of sediment dissolved organic matter from different origins. Science of the Total Environment, 665: 828–835

    Article  CAS  Google Scholar 

  • Yamashita Y, Jaffé R (2008). Characterizing the interactions between trace metals and dissolved organic matter using excitation-emission matrix and parallel factor analysis. Environmental Science & Technology, 42(19): 7374–7379

    Article  CAS  Google Scholar 

  • Yan M, Ma J, Zhang C, Zhou Y, Liu F, Han X, Li M, Ni J (2017). Optical property of dissolved organic matters (DOMs) and its link to the presence of metal ions in surface freshwaters in China. Chemosphere, 188: 502–509

    Article  CAS  Google Scholar 

  • Yang L, Han D H, Lee B M, Hur J (2015). Characterizing treated wastewaters of different industries using clustered fluorescence EEM-PARAFAC and FT-IR spectroscopy: Implications for downstream impact and source identification. Chemosphere, 127: 222–228

    Article  CAS  Google Scholar 

  • Zhai T, Huo S, Zhang J (2017). Spectral characteristics of vertical distribution of dissolved organic matters in sediments. Chinese Journal of Environmental Engineering, 11(11): 6196–6204 (in Chinese)

    Google Scholar 

  • Zhang Y, Dijk M A V, Liu M, Zhu G, Qin B (2009). The contribution of phytoplankton degradation to chromophoric dissolved organic matter (CDOM) in eutrophic shallow lakes: Field and experimental evidence. Water Research, 43(18): 4685–4697

    Article  CAS  Google Scholar 

  • Zhang Y, Zhang E, Yin Y, Van Dijk M A, Feng L, Shi Z, Liu M, Qin B (2010). Characteristics and sources of chromophoric dissolved organic matter in lakes of the Yungui Plateau, China, differing in trophic state and altitude. Limnology and Oceanography, 55(6): 2645–2659

    Article  CAS  Google Scholar 

  • Zhao C, Wang Z, Wang C, Li X, Wang C C (2018). Photocatalytic degradation of DOM in urban stormwater runoff with TiO2 nanoparticles under UV light irradiation: EEM-PARAFAC analysis and influence of co-existing inorganic ions. Environmental Pollution, 243: 177–188

    Article  CAS  Google Scholar 

  • Zhou Y, Yao X, Zhang Y, Shi K, Zhang Y, Jeppesen E, Gao G, Zhu G, Qin B (2017). Potential rainfall-intensity and pH-driven shifts in the apparent fluorescent composition of dissolved organic matter in rainwater. Environmental Pollution, 224: 638–648

    Article  CAS  Google Scholar 

  • Zhu W Z, Yang G P, Zhang H H (2017). Photochemical behavior of dissolved and colloidal organic matter in estuarine and oceanic waters. Science of the Total Environment, 607–608: 214–224

    Article  Google Scholar 

Download references

Acknowledgements

The study was supported by the National Natural Science Foundation of China (Grant No. 41977307).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Xuetao Guo or Lingyan Zhu.

Additional information

Highlights

• The source of DOM in surface water and sediment is inconsistent.

• The DOC content changes differently in surface water and sediment.

• The content of DOC in the surface water is lower than that in the sediment.

• The DOM in the surface water had higher photodegradation potentials than sediment.

Supplementary Data

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Luo, Y., Zhang, Y., Lang, M. et al. Identification of sources, characteristics and photochemical transformations of dissolved organic matter with EEM-PARAFAC in the Wei River of China. Front. Environ. Sci. Eng. 15, 96 (2021). https://doi.org/10.1007/s11783-020-1340-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11783-020-1340-z

Keywords

Navigation