Role of edaphic, hydrologic, and land cover variables in determining dissolved organic carbon in Missouri (USA) reservoirs and streams

References

• [APHA] American Public Health Assocation. 1985. Standard methods for the examination of water and wastewater. 16th ed. Washington (DC): American Public Health Association.
   Google Scholar
• Battin TJ, Luyssaert S, Kaplan LA, Aufdenkampe AK, Richter A, Tranvik LJ. 2009. The boundless carbon cycle. Nature Geosci. 2(9):598–600. doi: 10.1038/ngeo618.
   Web of Science ®Google Scholar
• Bhattacharya R, Jones JR, Graham JL, Obrecht DV, Thorpe AP, Harlan JD, North RL. 2022. Non-linear multi-decadal trends in organic matter dynamics in Midwest reservoirs are a function of variable hydro-climate. Limnol Oceanogr. 67(11):2531–2546. doi: 10.1002/lno.12220.
   Web of Science ®Google Scholar
• Canham CD, Pace ML, Papaik MJ, Primack AG, Roy KM, Maranger RJ, Curran RP, Spada DM. 2004. A spatially explicit watershed-scale analysis of dissolved organic carbon in Adirondack lakes. Ecol Appl. 14(3):839–854. doi: 10.1890/02-5271.
   Web of Science ®Google Scholar
• Carignan R, D’Arcy P, Lamontagne S. 2000. Comparative impacts of fire and forest harvesting on water quality in Boreal Shield lakes. Can J Fish Aquat Sci.57(S2):105–117. 10.1139/f00-125.
   Google Scholar
• Cooke GD, Welch EB, Jones JR. 2011. Eutrophication of Tenkiller Reservoir, Oklahoma from non-point agricultural runoff. Lake Reserv Manage. 27(3):256–270. doi: 10.1080/07438141.2011.607552.
   Web of Science ®Google Scholar
• Couture S, Houle D, Gagnon C. 2012. Increases of dissolved organic carbon in temperate and boreal lakes in Quebec, Canada. Environ Sci Pollut Res Int. 19(2):361–371. doi: 10.1007/s11356-011-0565-6.
   PubMed Web of Science ®Google Scholar
• Dalzell BJ, Filley TR, Harbor JM. 2007. The role of hydrology in annual organic carbon load and terrestrial organic matter export from a midwestern agricultural watershed. Geochim Cosmochim Acta. 71(6):1448–1462. doi: 10.1016/j.gca.2006.12.009.
   Web of Science ®Google Scholar
• D’Arcy P, Carignan R. 1997. Influence of catchment topography on water chemistry in southeastern Quebec Shield lakes. Can J Fish Aquat Sci. 54(10):2215–2227. doi: 10.1139/f97-129.
   Web of Science ®Google Scholar
• Downing JA. 2010. Emerging global role of small lakes and ponds: little things mean a lot. Limnética. 29(1):9–24. doi: 10.23818/limn.29.02.
   Web of Science ®Google Scholar
• Downing JA, Cole JJ, Middelburg JJ, Striegl RG, Duarte CM, Kortelainen P, Prairie YT, Laube KA. 2008. Sediment organic carbon burial in agriculturally eutrophic impoundments over the last century. Global Biogeochem Cycles 22:GB1018.
   Web of Science ®Google Scholar
• [ESRI] Environmental Systems Research Institute. 1997. ARC/INFO version 7.1. Redlands (CA): Environmental Systems Research Institute.
   Google Scholar
• Evans CD, Futter MN, Moldan F, Valinia S, Frogbrook Z, Kothawala DN. 2017. Variability in organic carbon reactivity across lake residence time and trophic gradients. Nat Geosci. 10(11):832–835. doi: 10.1038/ngeo3051.
   Web of Science ®Google Scholar
• Findlay S, Quinn JM, Hickey CW, Burrell G, Downes M. 2001. Effects of land use and riparian flowpath on delivery of dissolved organic carbon to streams. Limnol Oceanogr. 46(2):345–355. doi: 10.4319/lo.2001.46.2.0345.
   Web of Science ®Google Scholar
• Gergel SE, Turner MG, Kratz TK. 1999. Dissolved organic carbon as an indicator of the scale of watershed influence on lakes and rivers. Ecol Appl. 9(4):1377–1390. doi: 10.1890/1051-0761(1999)009[1377:DOCAAI]2.0.CO;2.
   Web of Science ®Google Scholar
• Gilbert PJ, Taylor S, Cooke DA, Deary ME, Jeffries MJ. 2021. Quantifying organic carbon storage in temperate pond sediments. J Environ Manage. 280:111698. doi: 10.1016/j.jenvman.2020.111698.
   PubMed Web of Science ®Google Scholar
• Graham JL, Stone ML, Rasmussen TJ, Poulton BC. 2010. Effects of wastewater effluent discharge and treatment facility upgrades on environmental and biological conditions of the upper Blue River, Johnson County, Kansas and Jackson County, Missouri, January 2003 through March 2009: U.S. Geological Survey Scientific Investigations Report 2010–5248, 85 p.
   Google Scholar
• Hanson PC, Hamilton DP, Stanley EH, Preston N, Langman OC, Kara EL. 2011. Fate of allochthonous dissolved organic carbon in lakes: a quantitative approach. PLoS One. 6(7):e21884. doi: 10.1371/journal.pone.0021884.
   PubMed Web of Science ®Google Scholar
• Hosen JD, McDonough OT, Febria CM, Palmer MA. 2014. Dissolved organic matter quality and bioavailablitiy changes across an urbanization gradient in headwater streams. Environ Sci Technol. 15:7817–7824.
   Google Scholar
• Houle D, Carignan R, Lachance M, DuPont J. 1995. Dissolved organic carbon and sulfur in southwestern Quebec lakes: relationships with catchment and lake properties. Limnol Oceanogr. 40(4):710–717. doi: 10.4319/lo.1995.40.4.0710.
   Web of Science ®Google Scholar
• Jones JR, Argerich A, Obrecht DV, Thorpe AP, North RL. 2020a. Missouri lakes and reservoirs long-term limnological dataset ver 1. Environ Data Initiat. doi: 10.6073/pasta/86d8d176e91410566b4de51df44c2624.
   Google Scholar
• Jones JR, Kaiser MS. 1988. Limnological characteristics of Lake of the Ozarks, Missouri II: measurements following formation of a large reservoirs upstream. Verh Internat Verein Limnol 23:976–984.
   Google Scholar
• Jones JR, Knowlton MF. 2005a. Chlorophyll response to nutrients and non-algal seston in Missouri reservoirs and oxbow lakes. Lake Reserv Manage. 21(3):361–371. doi: 10.1080/07438140509354441.
   Web of Science ®Google Scholar
• Jones JR, Knowlton MF. 2005b. Suspended solids in Missouri reservoirs in relation to catchment features and internal processes. Water Res. 39(15):3629–3635. doi: 10.1016/j.watres.2005.06.007.
   PubMed Web of Science ®Google Scholar
• Jones JR, Knowlton MF, Obrecht DV. 2008a. Role of land cover and hydrology in determining nutrients in mid-continent reservoirs: implications for nutrient criteria and management. Lake Reserv Manage. 24(1):1–9. doi: 10.1080/07438140809354045.
   Web of Science ®Google Scholar
• Jones JR, Knowlton MF, Obrecht DV, Cook EA. 2004. Importance of landscape variables and morphology on nutrients in Missouri reservoirs. Can J Fish Aquat Sci. 61(8):1503–1512. doi: 10.1139/f04-088.
   Web of Science ®Google Scholar
• Jones JR, Knowlton MF, Obrecht DV, Thorpe AP, Harlan JD. 2009. Role of contemporary and historic vegetation on nutrients in Missouri reservoirs: implications for developing nutrient criteria. Lake Reserv Manage. 25(1):111–118. doi: 10.1080/07438140902772079.
   Web of Science ®Google Scholar
• Jones JR, Obrecht DV, Graham JL, Balmer MB, Filstrup CT, Downing JA. 2016. Seasonal patterns in carbon dioxide in 15 mid-continent (USA) reservoirs. Inland Waters. 6(2):265–272. doi: 10.5268/IW-6.2.982.
   Web of Science ®Google Scholar
• Jones JR, Obrecht DV, Perkins BD, Knowlton MF, Thorpe AP, Watanabe S, Bacon RR. 2008b. Nutrients, seston, and transparency of Missouri reservoirs and oxbow lakes: an analysis of regional limnology. Lake Reserv Manage. 24(2):155–180. doi: 10.1080/07438140809354058.
   Web of Science ®Google Scholar
• Jones JR, Obrecht DV, Thorpe AP. 2022a. Limnological characteristics of Lake of the Ozarks (Missouri, USA): long-term assessment following formation of a reservoir series. Lake Reserv Manage. 38(4):288–303. doi: 10.1080/10402381.2022.2109534.
   Web of Science ®Google Scholar
• Jones JR, Pollard C, Obrecht DV. 2022b. Factors influencing phosphorus in midcontinent impoundments (USA) and challenges for detecting abatement. Inland Waters. 12(1):154–162. doi: 10.1080/20442041.2020.1816802.
   Web of Science ®Google Scholar
• Jones JR, Pope-Cole K, Obrecht DV, Harlan JD, Knoll LB, Downing JA. 2023. Carbon and nutrient sequestration in small impoundments: a regional study with global implications. Inland Waters. 13(3):374–387. doi: 10.1080/20442041.2023.2265799.
   Web of Science ®Google Scholar
• Jones JR, Thorpe AP, Obrecht DV. 2020b. Limnological characteristics of Missouri reservoirs: synthesis of a long-term assessment. Lake Reserv Manage. 36(4):412–422. doi: 10.1080/10402381.2020.1756997.
   Web of Science ®Google Scholar
• Kalev S, Duan S, Toor GS. 2021. Enriched dissolved organic carbon export from a residential stormwater pond. Sci Total Environ. 75:141773. doi: 10.1016/j.scitotenv.2020.141773.
   Google Scholar
• Kalev S, Toor GS. 2020. Concentrations and loads of dissolved and particulate organic carbon in urban stormwater runoff. Water. 12(4):1031. doi: 10.3390/w12041031.
   Web of Science ®Google Scholar
• Kellner E, Hubbart JA. 2017. Advancing understanding of the surface water quality regime of contemporary mixed-land-use watersheds: an application of the experimental watershed method. Hydrology 4(2):31. doi: 10.3390/hydrology4020031.
   Google Scholar
• Knowlton MF, Jones JR. 2006a. Natural variability in lakes and reservoirs should be recognized in setting nutrient criteria. Lake Reserv Manage. 22(2):161–166. doi: 10.1080/07438140609353893.
   Web of Science ®Google Scholar
• Knowlton MF, Jones JR. 2006b. Temporal variation and assessment of trophic state indicators in Missouri reservoirs: implication for lake monitoring and management. Lake Reserv Manage. 22(3):261–271. doi: 10.1080/07438140609353904.
   Web of Science ®Google Scholar
• Kortelainen P, Mattsson T, Finér L, Ahtiainen M, Saukkonen S, Sallantaus T. 2006. Controls on the export of C, N, P and Fe from undisturbed boreal catchments, Finland. Aquat Sci. 68(4):453–468. doi: 10.1007/s00027-006-0833-6.
   Web of Science ®Google Scholar
• Lapierre JF, Seekell D, del Giorgio PA. 2015. Climate and landscape influence on indicators of lake carbon cycling through spatial patterns in dissolved organic carbon. Glob Change Biol. 21(12):4425–4435. doi: 10.1111/gcb.13031.
   PubMed Web of Science ®Google Scholar
• Lohman K, Jones JR. 1999. Nutrient-sestonic chlorophyll relationships in northern Ozark streams. Can J Fish Aquat Sci. 56:124–130.
   Web of Science ®Google Scholar
• Maranger R, Jones SE, Cotner JB. 2018. Stoichiometry of carbon, nitrogen, and phosphorus through the freshwater pile. Limnol Oceanogr Lett. 3(3):89–101. doi: 10.1002/lol2.10080.
   Web of Science ®Google Scholar
• Mendonça R, Müller RA, Clow D, Verpoorter C, Raymond P, Tranvik LJ, Sobek S. 2017. Organic carbon burial in global lakes and reservoirs. Nat Commun. 8(1):1694. doi: 10.1038/s41467-017-01789-6.
   PubMedGoogle Scholar
• Meybeck M. 1982. Carbon, nitrogen and phosphorus transport by world rivers. Am J Sci. 282(4):401–450. doi: 10.2475/ajs.282.4.401.
   Web of Science ®Google Scholar
• Missouri Department of Natural Resources. 1987. Missouri water atlas. Jefferson City (MO). 97 p.
   Google Scholar
• Missouri Spatial Data Information Service. 2011. The Missouri map; [accessed 2021 Mar 7]. https://msdis.maps.arcgis.com/apps/View/index.html?appid=5490021931814fd9a64ba6f1468fa9f0&extent=-101.2474,34.3685,-82.7904,42.2591.
   Google Scholar
• Monteith DT, Stoddard JL, Evans CD, de Wit HA, Forsius M, Høgåsen T, Wilander A, Skjelkvåle BL, Jeffries DS, Vuorenmaa J, et al. 2007. Dissolved organic carbon trends resulting from changes in atmospheric deposition chemistry. Nature. 450(7169):537–540. doi: 10.1038/nature06316.
   PubMed Web of Science ®Google Scholar
• Mulholland PJ. 2003. Large-scale patterns in dissolved organic carbon concentration, flux and sources. In: Findlay SEG and Sinsabaugh RL, editors. Aquatic ecosystems. Cambridge (MA): Academic Press. p. 139–159.
   Google Scholar
• Nigh TA, Schroeder WA. 2002. Atlas of Missouri ecoregions. Missouri Department of Conservation. 212 p.
   Google Scholar
• Pace ML, Cole JJ. 2002. Synchronous variation of dissolved organic carbon and color in lakes. Limnol Oceanogr. 47(2):333–342. doi: 10.4319/lo.2002.47.2.0333.
   Web of Science ®Google Scholar
• Pacheco FS, Roland F, Downing JA. 2014. Eutrophication reverses whole-lake carbon budgets. Inland Waters. 4(1):41–48. doi: 10.5268/IW-4.1.614.
   Web of Science ®Google Scholar
• Parris JT. 2000. Temporal variability in the physical, chemical and biological parameters of Hinkson Creek in response to changes in discharge [MS thesis]. Columbia (MO): University of Missouri. 173 p.
   Google Scholar
• Perkins BD, Jones JR. 2000. Limnological characteristics of Lake of the Ozarks, Missouri III: seasonal patterns in nutrients, chlorophyll and algal bioassays. Verh Internat Verein Limnol. 27:2218–2224.
   Google Scholar
• Perkins BD, Lohman K, Van Nieuwenhuyse E, Jones JR. 1998. An examination of land cover and stream water quality among physiographic provinces of Missouri USA. Verh Internat Verein Limnol. 26:940–947.
   Google Scholar
• Pittman B, Jones JR, Millspaugh J, Kremer RJ, Downing JA. 2013. Sediment organic carbon distribution in 4 small northern Missouri impoundments: implications for sampling and carbon sequestration. Inland Waters. 3(1):39–46. doi: 10.5268/IW-3.1.507.
   Web of Science ®Google Scholar
• Pollard C. 2008. Influence of streambed substrate type and watershed properties on seston algal abundance [MS thesis]. Columbia (MO): University of Missouri. 193 p.
   Google Scholar
• Rae R, Howard-Williams C, Hawes I, Schwarz A-M, Vincent WF. 2001. Penetration of solar ultraviolet radiation into New Zealand lakes: influence of dissolved organic carbon and catchment vegetation. Limnology. 2(2):79–89. doi: 10.1007/s102010170003.
   Google Scholar
• Rasmussen JB, Godbout L, Schallenberg M. 1989. The humic content of lake water and its relationship to watershed and lake morphometry. Limnol Oceanogr. 34(7):1336–1343. doi: 10.4319/lo.1989.34.7.1336.
   Web of Science ®Google Scholar
• Saraceno JF, Pellerin BA, Downing BD, Boss E, Bachand PAM, Bergamaschi BA. 2009. High-frequency in situ optical measurements during a storm event: assessing relationships between dissolved organic matter, sediment concentrations, and hydrologic processes. J Geophys Res. 114:G00F09. doi: 10.1029/2009JG000989.
   Web of Science ®Google Scholar
• Seekell DA, Lapierre JF, Pace ML, Gudasz C, Sobek S, Tranvik L. 2014. Regional-scale variation of dissolved organic carbon concentrations in Swedish lakes. Limnol Oceanogr. 59(5):1612–1620. doi: 10.4319/lo.2014.59.5.1612.
   Web of Science ®Google Scholar
• Sobek S, Tranvik LJ, Prairie YT, Kortelainen P, Cole JJ. 2007. Patterns and regulation of dissolved organic carbon: an analysis of 7,500 widely distributed lakes. Limnol Oceanogr. 53:1208–1219.
   Google Scholar
• Solomon CT, Jones SE, Weidel BC, Buffam I, Fork ML, Karlsson J, Larsen S, Lennon JT, Read JS, Sadro S, Saros JE. 2015. Ecosystem consequences of changing inputs of terrestrial dissolved organic matter to lakes: current knowledge and future challenges. Ecosystems. 18(3):376–389. doi: 10.1007/s10021-015-9848-y.
   Web of Science ®Google Scholar
• Spencer RGM, Pellerin BA, Bergamaschi BA, Downing BD, Kraus TEC, Smart DR, Dahlgren RA, Hernes PJ. 2007. Diurnal variability in riverine dissolved organic matter composition determined by in situ optical measurement in the San Joaquin River (California, USA). Hydrol Process. 21(23):3181–3189.
   Web of Science ®Google Scholar
• Stanley EH, Powers SM, Lottig NR, Buffam ISHI, Crawford JT. 2012. Contemporary changes in dissolved organic carbon (DOC) in human-dominated rivers: is there a role for DOC management? Freshw Biol. 57(s1):26–42. doi: 10.1111/j.1365-2427.2011.02613.x.
   Google Scholar
• Tian YQ, Yu Q, Carrick HJ, Becker BL, Confesor R, Francek M, Anderson OC. 2022. Analysis of spatiotemporal variation in dissolved organic carbon concentrations for streams with cropland-dominated watersheds. Sci Tot Environ. 861:60744. doi: 10.1016/j.scitotenv.2022.160744.
   Web of Science ®Google Scholar
• Toming K, Kotta J, Uuemaa E, Sobek S, Kutser T, Tranvik L. 2020. Predicting lake dissolved organic carbon at a global scale. Sci Rep. 10(1):1–8. doi: 10.1038/s41598-020-65010-3.
   PubMed Web of Science ®Google Scholar
• Tranvik LJ, Downing JA, Cotner JB, Loiselle SA, Striegl RG, Ballatore TJ, Dillon P, Finlay K, Fortino K, Knoll LB, et al. 2009. Lakes and reservoirs as regulators of carbon cycling and climate. Limnol Oceanogr. 54(6part2):2298–2314. doi: 10.4319/lo.2009.54.6_part_2.2298.
   Web of Science ®Google Scholar
• [USACE] US Army Corps of Engineers. 2020. National inventory of dams. [acccessed 2021 Mar 7]. https://nid.sec.usace.army.mil/#/.
   Google Scholar
• [USDA NRCS] US Department of Agriculture Natural Resources Conservation Service. 2023. Soil survey geographic database. [accessed 2021 Mar 7]. https://www.nrcs.usda.gov/resources/data-and-reports/soil-survey-geographic-database-ssurgo.
   Google Scholar
• [USEPA] US Environmental Protection Agency. 2023. National aquatic resource surveys: data from the national aquatic resource surveys. [accessed 2022 Dec 17]. https://www.epa.gov/national-aquatic-resource-surveys/data-national-aquatic-resource-surveys.
   Google Scholar
• US Geological Survey. 2016. National Water Information System data available on the World Wide Web (USGS Water Data for the Nation). [accessed 2023 Sep 10]. doi: 10.5066/F7P55KJN.
   Google Scholar
• Veum KS, Goyne KW, Motavalli PP, Udawatta RP. 2009. Runoff and dissolved organic carbon loss from a paired-watershed study of three adjacent agricultural watersheds. Agric Ecosyst Environ. 130(3-4):115–122. doi: 10.1016/j.agee.2008.12.006.
   Web of Science ®Google Scholar
• Volk C, Wood L, Johnson B, Robinson J, Zhu HW, Kaplan L. 2002. Monitoring dissolved organic carbon in surface and drinking waters. J Environ Monitor. 4(1):43–47. doi: 10.1039/b107768f.
   PubMedGoogle Scholar
• Watras CJ, Morrison KA, Crawford JT, McDonald CP, Oliver SK, Hanson PC. 2015. Diel cycles in the fluorescence of dissolved organic matter in dystrophic Wisconsin seepage lakes: Implications for carbon turnover. Limnol Oceanogr. 60(2):482–496. doi: 10.1002/lno.10026.
   Web of Science ®Google Scholar
• Welch EB, Cooke GD, Jones JR, Gendusa TC. 2011. DO-temperature habitat loss due to eutrophication in Tenkiller reservoir, Oklahoma, USA. Lake Reserv Manage. 27:271–285.
   Web of Science ®Google Scholar
• Williams CJ, Frost PC, Morales-Williams AM, Larson JH, Richardson WB, Chiandet AS, Xenopoulos MA. 2016. Human activities cause distinct dissolved organic matter composition across freshwater ecosystems. Glob Chang Biol. 22(2):613–626. doi: 10.1111/gcb.13094.
   PubMed Web of Science ®Google Scholar
• Willamson CE, Overholt EP, Pilla RM, Leach TH, Bentrup JA, Knoll LB, Mette EM, Moeller RE. 2015. Ecological consequences of long-term browning in lakes. Sci Rep. 5:1–10.
   Web of Science ®Google Scholar
• Xenopoulos MA, Barnes RT, Boodoo KS, Butman D, Catalán N, D’Amario SC, Fasching C, Kothawala DN, Pisani O, Solomon CT, et al. 2021. How humans alter dissolved organic matter composition in freshwater: relevance for the Earth’s biogeochemistry. Biogeochemistry. 154(2):323–348., doi: 10.1007/s10533-021-00753-3.
   Web of Science ®Google Scholar
• Xenopoulos MA, Lodge DM, Frentress J, Kreps TA, Bridgham SD, Grossman E, Jackson CJ. 2003. Regional comparisons of watershed determinants of dissolved organic carbon in temperate lakes from the Upper Great Lakes region and selected regions globally. Limnol Oceanogr. 48(6):2321–2334. doi: 10.4319/lo.2003.48.6.2321.
   Web of Science ®Google Scholar
• Zhou Y, Davidson TA, Yao X, Zhang Y, Jeppesen E, Garcia de Souza J, Wu H, Shi K, Qin B. 2018. How autochthonous dissolved organic matter responds to eutrophication and climate warming: evidence from a cross-continental data analysis and experiments. Earth Sci Rev. 185:928–937. doi: 10.1016/j.earscirev.2018.08.013.
   Web of Science ®Google Scholar