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Dissolved black carbon in throughfall and stemflow in a fire-managed longleaf pine woodland

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Abstract

The interception of rainfall by trees enriches rainwater with tree-derived dissolved organic matter (tree-DOM), which represents the first terrigenous source of DOM during storm events. The tree-DOM is then exported from the canopy via rainfall that drips from leaves and branches (throughfall) or is funneled down the tree trunk (stemflow) to the forest floor. Here, we evaluate contributions of dissolved black carbon (DBC) to tree-DOM in fire-managed longleaf pine woodlands (Pinus palustris). These are the first quantitative measurements of throughfall and stemflow DBC for any type of forest or tree species. The inter-storm variability of tree-DOM concentrations, composition, and optical properties in throughfall and stemflow were also examined. Tree-DOM was enriched in dissolved organic carbon (DOC) and DBC compared to rainfall, and concentrations did not vary with storm size. Therefore, longleaf and slash pines contain a large repository of leachable organic matter that was not significantly diminished, even during large storm events. The aromaticity of stemflow DOM increased with amount of rainfall, suggesting bark may need to undergo a certain degree of saturation for the solubilization of DBC and other aromatic components. In tree-DOM, DBC comprised ~ 2% of DOC. A simple mass balance suggested annual yields of DBC in throughfall and stemflow (50–350 kg-DBC and 19 kg-DBC km−2 year−1, respectively). Therefore, atmospheric deposition would be enough to sustain a continual source of tree-derived DBC in longleaf pine ecosystems regularly maintained by fire.

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References

  • Abiven S, Hengartner P, Schneider MPW, Singh N, Schmidt MWI (2011) Pyrogenic carbon soluble fraction is larger and more aromatic in aged charcoal than in fresh charcoal. Soil Biol Biochem 43:1615–1617

    Article  Google Scholar 

  • Alexis MA, Rasse DP, Rumpel C, Bardoux G, Pechot N, Schmalzer P, Drake B, Mariotti A (2007) Fire impact on C and N losses and charcoal production in a scrub oak ecosystem. Biogeochem 82:201–216. https://doi.org/10.1007/s10533-006-9063-1

    Article  Google Scholar 

  • Bhat S, Jacobs JM, Bryant ML (2011) The chemical composition of rainfall and throughfall in five forest communities: a case study in Fort Benning, Georgia. Water Air Soil Pollut 218:323–332. https://doi.org/10.1007/s11270-010-0644-1

    Article  Google Scholar 

  • Bond TC, Streets DG, Yarber KF, Nelson SM, Woo JH, Klimont Z (2004) A technology-based global inventory of black and organic carbon emissions from combustion. J Geophys Res. https://doi.org/10.1029/2003JD003697

    Article  Google Scholar 

  • Boyer WD (1972) Air temperature, heat sums, and pollen shedding phenology of longleaf pine. Ecology 54:420–426

    Article  Google Scholar 

  • Bryant ML, Bhat S, Jacobs JM (2005) Measurements and modeling of throughfall variability for five forest communities in the southeastern US. J Hydrol 312:95–108

    Article  Google Scholar 

  • Butnor JR, Samuelson LJ, Johnsen KH, Anderson PH, Benecke CAG, Boot CM, Cotrufo MF, Heckman KA, Jackson JA, Stokes TA, Zarnoch SJ (2017) Vertical distribution and persistence of soil organic carbon in fire-adapted longleaf pine forests. Forest Ecol Manag 390:15–26

    Article  Google Scholar 

  • Certini G (2005) Effects of fire on properties of forest soils: a review. Oecologia 143:1–10

    Article  Google Scholar 

  • Coppola AI, Druffel ERM (2016) Cycling of black carbon in the ocean. Geophys Res Lett 43:4477–4482. https://doi.org/10.1002/2016GL068574

    Article  Google Scholar 

  • Crockford RH, Richardson DP (2000) Partitioning of rainfall into throughfall, stemflow and interception: effect of forest type, ground cover and climate. Hydrol Process 14:2903–2920

    Article  Google Scholar 

  • Decesari S, Facchini MC, Matta E, Mircea M, Fuzzi S, Chughtai AR, Smith DM (2002) Water soluble organic compounds formed by oxidation of soot. Atmos Environ 36:1827–1832

    Article  Google Scholar 

  • Ding Y, Yamashita Y, Jones J, Jaffé R (2015) Dissolved black carbon in boreal forest and glacial rivers of central Alaska: assessment of biomass burning versus anthropogenic sources. Biogeochem 123:15–25. https://doi.org/10.1007/s10533-014-0050-7

    Article  Google Scholar 

  • Dittmar T (2008) The molecular level determination of black carbon in marine dissolved organic matter. Org Geochem 39:396–407

    Article  Google Scholar 

  • Dittmar T, Koch B, Hertkorn N, Kattner G (2008) A simple and efficient method for the solid-phase extraction of dissolved organic matter (SPE-DOM) from seawater. Limnol Oceanogr- Methods 6:230–235

    Article  Google Scholar 

  • Dittmar T, de Rezende CE, Manecki M, Niggemann J, Ovalle ARC, Stubbins A, Bernardes MC (2012) Continuous flux of dissolved organic carbon from a vanished tropical forest biome. Nat Geosci 5:618–622

    Article  Google Scholar 

  • Friesen J, Lundquist J, Van Stan JT (2015) Evolution of forest precipitation water storage measurement methods. Hydrol Process 29:2504–2520. https://doi.org/10.1002/hyp.10376

    Article  Google Scholar 

  • Guggenberger G, Zech W (1994) Composition and dynamics of dissolved carbohydrates and lignin-degradation products in two coniferous forests, N.E. Bavaria, Germany. Soil Biol Biochem 26:19–27. https://doi.org/10.1016/0038-0717(94)90191-0

    Article  Google Scholar 

  • Guggenberger G, Zech W, Schulten HR (1994) Formation and mobilization pathways of dissolved organic matter: Evidence from chemical structural studies of organic matter fractions in acid forest floor solutions. Org Geochem 21:51–66. https://doi.org/10.1016/0146-6380(94)90087-6

    Article  Google Scholar 

  • Hammes K et al (2007) Comparison of quantification methods to measure fire-derived (black/elemental) carbon in soils and sediments using reference materials from soil, water, sediment and the atmosphere. Global Biogeochem Cy. https://doi.org/10.1029/2006GB002914

    Article  Google Scholar 

  • Hernes PJ, Spencer RGM, Dyda RY, O’Geen AT, Dahlgren RA (2017) The genesis and exodus of vascular plant DOM from an oak woodland landscape. Front Earth Sci. https://doi.org/10.3389/feart.2017.00009

    Article  Google Scholar 

  • Howard DH, Van Stan JT, Whitetree A, Zhu L, Stubbins A (2018) Interstorm variability in the biolability of tree-derived dissolved organic matter (tree-DOM) in throughfall and stemflow. Forests 9:236. https://doi.org/10.3390/f9050236

    Article  Google Scholar 

  • Hsueh YH, Allen ST, Keim RF (2016) Fine-scale spatial variability of throughfall amount and isotopic composition under a hardwood forest canopy. Hydrol Process 30:1796–1803

    Article  Google Scholar 

  • Hu C, Muller-Karger FE, Zepp RG (2002) Absorbance, absorption coefficient, and apparent quantum yield: a comment on common ambiguity in the use of these optical concepts. Limnol Oceanogr 47:1261–1267

    Article  Google Scholar 

  • Inamdar S, Finger N, Singh S, Mitchell M, Levia D, Bais H, Scott D, McHale P (2012) Dissolved organic matter (DOM) concentration and quality in a forested mid-Atlantic watershed, USA. Biogeochem 108:55–76. https://doi.org/10.1007/s10533-011-9572-4

    Article  Google Scholar 

  • Inamdar S, Dhillon G, Singh S, Dutta S, Levia DF, Mitchell MJ, Van Stan J, McHale P (2013) Temporal variation in end-member chemistry and its influence on runoff mixing patterns in a forested, Piedmont catchment. Water Resour Res 49:1828–1844. https://doi.org/10.1002/wrcr.20158

    Article  Google Scholar 

  • Jaffé R, Ding Y, Niggeman J, Vähätalo AV, Stubbins A, Spencer RGM, Campbell J, Dittmar T (2013) Global charcoal mobilization via dissolution and riverine transport to the oceans. Science 340:345–347

    Article  Google Scholar 

  • Johnson MS, Lehmann J (2006) Double-funneling of trees: stemflow and root-induced preferential flow. Ecoscience 13:324–333. https://doi.org/10.2980/i1195-6860-13-3-324.1

    Article  Google Scholar 

  • Jurado E, Dachs J, Duarte CM, Simo R (2008) Atmospheric deposition of organic and black carbon in the global oceans. Atmos Environ 42:7931–7939

    Article  Google Scholar 

  • Khan AL, Wagner S, Jaffé R, Xian P, Williams M, Armstrong R, McKnight D (2017) Dissolved black carbon in the global cryosphere: concentrations and chemical signatures. Geophys Res Lett 44:6226–6234. https://doi.org/10.1002/2017GL073485

    Article  Google Scholar 

  • Kirkman LK, Jack SB (2017) Ecological restoration and management of longleaf pine forests, 1st edn. CRC Press, Boca Raton

    Book  Google Scholar 

  • Kuhlbusch TA, Crutzen PJ (1995) Toward a global estimate of black carbon in residues of vegetation fires representing a sink of atmospheric CO2 and a source of O2. Global Biogeochem Cy 9:491–501

    Article  Google Scholar 

  • Kuzyakov Y, Bogomolova I, Glaser B (2014) Biochar stability in soil: decomposition during eight years and transformation as assessed by compound-specific 14C analysis. Soil Biol Biochem 70:229–236

    Article  Google Scholar 

  • Levia DF, Keim RF, Carlyle-Moses DE, Frost EE (2011) Throughfall and stemflow in wooded ecosystems. In: Levia DF, Carlyle-Moses DE, Tanaka T (eds) Forest hydrology and biogeochemistry: synthesis of past research and future directions. Springer, Heidelberg, pp 425–443

    Chapter  Google Scholar 

  • Levia DF, Van Stan JT, Inamdar SP, Jarvis MT, Mitchell MJ, Mage SM, Scheik CE, McHale PJ (2012) Stemflow and dissolved organic carbon cycling: temporal variability in concentration, flux, and UV-Vis spectral metrics in a temperate broadleaved deciduous forest in the eastern United States. Can J Forest Res 42:207–216. https://doi.org/10.1139/x11-173

    Article  Google Scholar 

  • Masiello CA (2004) New directions in black carbon organic geochemistry. Mar Chem 92:201–213

    Article  Google Scholar 

  • McIntyre RK, Guldin JM, Ettel T, Ware C, Jones K (2018) Restoration of longleaf pine in the southern United States: a status report. In: Kirschman JE (comp) Proceedings of the 19th Biennial Southern Silvicultural Research Conference, General Technical Report SRS-234, USDA, Forest Service, Southern Research Station, Asheville, North Carolina, pp 297–302

  • Mitchell RJ, Kirkman LK, Pecot SD, Wilson CA, Palik BJ, Boring LR (1999) Patterns and controls of ecosystem function in longleaf pine-wiregrass savannas. I. Aboveground net primary productivity. Can J For Res 29:743–751

    Article  Google Scholar 

  • Mitchell RJ, Liu Y, O’Brien JJ, Elliott KJ, Starr G, Miniat CF, Hiers JK (2014) Future climate and fire interactions in the southeastern region of the United States. Forest Ecol Manag 327:316–326

    Article  Google Scholar 

  • Oris F, Ali AA, Asselin H, Paradis L, Bergeron Y, Finsinger W (2014) Charcoal dispersion and deposition in boreal lakes from 3 years of monitoring: differences between local and regional fires. Geophys Res Lett 41:6743–6752. https://doi.org/10.1002/2014GL060984

    Article  Google Scholar 

  • Peel MC, Finlayson BL, McMahon TA (2007) Updated world map of the Koppen-Geiger climate classification. Hydrol Earth Syst Sc 11:1633–1644

    Article  Google Scholar 

  • Randerson JT, Chen Y, van der Werf GR, Rogers BM, Morton DC (2012) Global burned area and biomass burning emissions from small fires. J Geophyis Res. https://doi.org/10.1029/2012JG002128

    Article  Google Scholar 

  • Raymond PA, Saiers JE (2010) Event controlled DOC export from forested watersheds. Biogeochem 100:197–209. https://doi.org/10.1007/s10533-010-9416-7

    Article  Google Scholar 

  • Raymond PA, Spencer RGM (2015) Riverine DOM. In: Hansell DA, Carlson CA (eds) Biogeochemistry of marine dissolved organic matter, 2nd edn. Elsevier, Oxford, pp 509–533

    Chapter  Google Scholar 

  • Reisser M, Purves RS, Schmidt MWI, Abiven S (2016) Pyrogenic carbon in soils: a literature-based inventory and a global estimation of its content in soil organic carbon and stocks. Front Earth Sci 4:80. https://doi.org/10.3389/feart.2016.00080

    Article  Google Scholar 

  • Rindy JE, Ponette-Gonzalez AG, Barrett TE, Sheesley RJ, Weathers KC (2019) Urban trees are sinks for soot: elemental carbon accumulation by two widespread oak species. Environ Sci Technol 53:10092–10101. https://doi.org/10.1021/acs.est.9b02844

    Article  Google Scholar 

  • Roebuck JA, Podgorski DC, Wagner S, Jaffé R (2017) Photodissolution of charcoal and fire-impacted soil as a potential source of dissolved black carbon in aquatic environments. Org Geochem 112:16–21. https://doi.org/10.1016/j.orggeochem.2017.06.018

    Article  Google Scholar 

  • Roth PJ, Lehndorff E, Brodowski S, Bornemann L, Sánchez-García L, Gustafsson O, Amelung W (2012) Differentiation of charcoal, soot and diagenetic carbon in soil: method comparison and perspectives. Org Geochem 46:66–75

    Article  Google Scholar 

  • Sanderman J, Lohse KA, Baldock JA, Amundson R (2009) Linking soils and streams: sources and chemistry of dissolved organic matter in a small coastal watershed. Water Resour Res. https://doi.org/10.1029/2008WR006977

    Article  Google Scholar 

  • Santín C, Doerr SH, Kane ES, Masiello CA, Ohlson M, De La Rosa JM, Preston CM, Dittmar T (2016) Towards a global assessment of pyrogenic carbon from vegetation fires. Glob Change Biol 22:67–91. https://doi.org/10.1111/gcb.12985

    Article  Google Scholar 

  • Schmidt MWI, Noack AG (2000) Black carbon in soils and sediments: analysis, distribution, implications, and current challenges. Global Biogeochem Cy 14:777–793. https://doi.org/10.1029/1999GB001208

    Article  Google Scholar 

  • Schneider MPW, Hilf M, Vogt UF, Schmidt MWI (2010) The benzene polycarboxylic acid (BPCA) pattern of wood pyrolyzed between 200°C and 1000°C. Org Geochem 41:1082–1088

    Article  Google Scholar 

  • Schuster PF, Shanley JB, Marvin-Dipasquale M, Reddy MM, Aiken GR, Roth DA, Taylor HE, Krabbenhoft DP, DeWild JF (2008) Mercury and organic carbon dynamics during runoff episodes from a northeastern USA watershed. Water Air Soil Pollut 187:89–108

    Article  Google Scholar 

  • Sheffield MCP, Gagnon JL, Jack SB, McConville DJ (2003) Phenological patterns of mature longleaf pine (Pinus palustris Miller) under two different soil moisture regimes. Forest Ecol Manag 179:157–167

    Article  Google Scholar 

  • Spencer RGM, Butler KD, Aiken GR (2012) Dissolved organic carbon and chromophoric dissolved organic matter properties of rivers in the USA. J Geophys Res. https://doi.org/10.1029/2011JG001928

    Article  Google Scholar 

  • Starr G, Staudhammer CL, Loescher HW, Mitchell R, Whelan A, Hiers JK, O’Brien JJ (2015) Time series analysis of forest carbon dynamics: recovery of Pinus palustris physiology following a prescribed fire. New Forest 46:63–90

    Article  Google Scholar 

  • Stubbins A, Dittmar T (2012) Low volume quantification of dissolved organic carbon and dissolved nitrogen. Limnol Oceanogr-Meth 10:347–352. https://doi.org/10.4319/lom.2012.10.347

    Article  Google Scholar 

  • Stubbins A, Spencer RGM, Mann PJ, Holmes RM, McClelland JW, Niggemann J, Dittmar T (2015) Utilizing colored dissolved organic matter to derive dissolved black carbon export by arctic rivers. Front Earth Sci 3:63. https://doi.org/10.3389/feart.2015.00063

    Article  Google Scholar 

  • Stubbins A, Silva LM, Dittmar T, Van Stan JT (2017) Molecular and optical properties of tree-derived dissolved organic matter in throughfall and stemflow from live oak and eastern red cedar. Front Earth Sci. https://doi.org/10.3389/feart.2017.00022

    Article  Google Scholar 

  • van der Werf GR, Randerson JT, Giglio L, Collatz GJ, Mu M, Kasibhatla PS, Morton DC, DeFries RS, Jin Y, van Leeuwen TT (2010) Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009). Atmos Chem Phys 10:11707–11735. https://doi.org/10.5194/acp-10-11707-2010

    Article  Google Scholar 

  • Van Wagner CE (1977) Conditions for the start and spread of crown fire. Can J For Res 7:23–34

    Article  Google Scholar 

  • Van Stan JT, Stubbins A (2018) Tree-DOM: Dissolved organic matter in throughfall and stemflow. Limnol Oceanogr-Lett 3:199–214

    Article  Google Scholar 

  • Van Stan JT, Levia DF, Inamdar SP, Lepori-Bui M, Mitchell MJ (2012) The effects of phenoseason and storm characteristics on throughfall solute washoff and leaching dynamics from a temperate deciduous forest canopy. Sci Total Environ 430:48–58. https://doi.org/10.1016/j.scitotenv.2012.04.060

    Article  Google Scholar 

  • Van Stan JT, Stubbins A, Bittar T, Reichard JS, Wright KA, Jenkins RB (2015) Tillandsia usneoides (L.) L. (Spanish moss) water storage and leachate characteristics from two maritime oak forest settings. Ecohydrology 8:988–1004. https://doi.org/10.1002/eco.1549

    Article  Google Scholar 

  • Van Stan JT, Lewis ES, Hildebrandt A, Rebmann C, Friesen J (2016) Impact of interacting bark and rainfall conditions on stemflow variability in a temperate beech-oak forest, Central Germany. Hydrolog Sci J 61:2071–2083. https://doi.org/10.1080/02626667.2015.1083104

    Article  Google Scholar 

  • Van Stan JT, Wagner S, Guillemette F, Whitetree A, Lewis J, Silva L, Stubbins A (2017) Temporal dynamics in the concentration, flux, and optical properties of tree-derived dissolved organic matter (tree-DOM) in an epiphyte-laden oak-cedar forest. J Geophys Res Biogeosci. https://doi.org/10.1002/2017JG004111

    Article  Google Scholar 

  • Vorholt JA (2012) Microbial life in the phyllosphere. Nat Rev Microbiol 10:828–840. https://doi.org/10.1038/nrmicro2910

    Article  Google Scholar 

  • Wagner S, Cawley KM, Rosario-Ortiz F, Jaffé R (2015) In-stream sources and links between particulate and dissolved black carbon following a wildfire. Biogeochem 124:145–161

    Article  Google Scholar 

  • Wagner S, Brandes J, Goranov AI, Drake TW, Spencer RGM, Stubbins A (2017) Online quantification and compound-specific stable isotopic analysis of black carbon in environmental matrices via liquid chromatography-isotope ratio mass spectrometry. Limnol Oceanogr-Meth 15:995–1006. https://doi.org/10.1002/lom3.10219

    Article  Google Scholar 

  • Wagner S, Jaffé R, Stubbins A (2018) Dissolved black carbon in aquatic ecosystems. Limnol Oceanogr Lett 3:168–185. https://doi.org/10.1002/lol2.10076

    Article  Google Scholar 

  • Weishaar JL, Aiken GR, Bergamaschi BA, Fram MS, Fugii R, Mopper K (2003) Evaluation of specific ultraviolet absorbance as an indicator of chemical composition and reactivity of dissolved organic carbon. Environ Sci Technol 37:4702–4708. https://doi.org/10.1021/es030360x

    Article  Google Scholar 

  • Wickland KP, Neff JC, Aiken GR (2007) Dissolved organic carbon in Alaskan boreal forests: Sources, chemical characteristics, and biodegradability. Ecosystems 10:1323–1340. https://doi.org/10.1007/s10021-007-9101-4

    Article  Google Scholar 

  • Wozniak AS, Bauer JE, Dickhut RM (2011) Fossil and contemporary aerosol particulate organic carbon in the eastern United States: Implications for deposition and inputs to watersheds. Global Biogeochem Cy. https://doi.org/10.1029/2010GB003855

    Article  Google Scholar 

  • Yamane K, Nakaba S, Yamaguchi M, Kuroda K, Sano Y, Lenggoro IW, Izuta T, Funada R (2012) Visualization of artificially deposited submicron-sized aerosol particles on the surfaces of leaves and needles. Asian J Atmos Environ 6–4:275–280. https://doi.org/10.5572/ajae.2012.6.4.275

    Article  Google Scholar 

  • Yang J, Chang Y, Yan P (2015) Ranking the suitability of common urban tree species for controlling PM2.5 pollution. Atmos Pollut Res 6:267–277

    Article  Google Scholar 

  • Yoon B, Raymond PA (2012) Dissolved organic matter export from a forested watershed during Hurricane Irene. Geophys Res Lett. https://doi.org/10.1029/2012GL052785

    Article  Google Scholar 

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Acknowledgements

This work is supported by National Science Foundation Grants DEB #1824613 and EAR #1518726 and the Jones Center at Ichauway. M. Belovitch, D. Cross, M. Hederman, and R. Ritger are thanked for their hard work on sample prep, collection, and processing, and we especially appreciate E. Rea’s efforts on coordinating all of the above and ensuring prompt deliveries of samples. We thank J. Brandes at the University of Georgia, Skidaway Institute of Oceanography for the use of his HPLC instrument for analyses.

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Wagner, S., Brantley, S., Stuber, S. et al. Dissolved black carbon in throughfall and stemflow in a fire-managed longleaf pine woodland. Biogeochemistry 146, 191–207 (2019). https://doi.org/10.1007/s10533-019-00620-2

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