Lake stability and anoxia dynamics revealed from high frequency vertical profiling in a eutrophic polymictic reservoir

References

• Adrian R, O’Reilly CM, Zagarese H, Baines SB, Hessen DO, Keller W, Livingstone DM, Sommaruga R, Straile D, Van Donk E, et al. 2009. Lakes as sentinels of climate change. Limnol Oceanogr. 54(6 part 2):2283–2297.
   PubMed Web of Science ®Google Scholar
• Andersen MR, Kragh T, Sand-Jensen K. 2017. Extreme diel dissolved oxygen and carbon cycles in shallow vegetated lakes. Proc R Soc B Biol Sci. 284(1862):20171427.
   PubMed Web of Science ®Google Scholar
• Bastviken D, Cole J, Pace M, Tranvik L. 2004. Methane emissions from lakes: dependence of lake characteristics, two regional assessments, and a global estimate. Glob Biogeochem Cycles. 18(4):1–12.
   Web of Science ®Google Scholar
• Biddanda BA, Weinke AD, Kendall ST, Gereaux LC, Holcomb TM, Snider MJ, Dila DK, Long SA, VandenBerg C, Knapp K, et al. 2018. Chronicles of hypoxia: time-series buoy observations reveal annually recurring seasonal basin-wide hypoxia in Muskegon Lake – a Great Lakes estuary. J Great Lakes Res. 44(2):219–229.
   Web of Science ®Google Scholar
• Castro BF, Chmiel HE, Minaudo C, Krishna S, Perolo P, Rasconi S, Wüest A. 2021. Primary and net ecosystem production in a large lake diagnosed from high-resolution oxygen measurements. Water Resour Res. 57(5):e2020WR029283.
   Web of Science ®Google Scholar
• Cazelles B, Chavez M, Berteaux D, Ménard F, Vik JO, Jenouvrier S, Stenseth NC. 2008. Wavelet analysis of ecological time series. Oecologia. 156(2):287–304.
   PubMed Web of Science ®Google Scholar
• Chrzanowski TH, Grover JP. 2005. Temporal coherence in limnological features of two southwestern reservoirs. Lake Reserv Manag. 21(1):39–48.
   Web of Science ®Google Scholar
• Coloso JJ, Cole JJ, Pace ML. 2011. Short-term variation in thermal stratification complicates estimation of lake metabolism. Aquat Sci. 73(2):305–315.
   Web of Science ®Google Scholar
• Downing JA, Prairie YT, Cole JJ, Duarte CM, Tranvik LJ, Striegl RG, McDowell WH, Kortelainen P, Caraco NF, Melack JM, Middelburg JJ. 2006. Abundance and size distribution of lakes, ponds and impoundments. Limnol Oceanogr. 51(5):2388–2397.
   Web of Science ®Google Scholar
• Ettwig KF, Shima S, Van De Pas-Schoonen KT, Kahnt J, Medema MH, Op Den Camp HJM, Jetten MSM, Strous M. 2008. Denitrifying bacteria anaerobically oxidize methane in the absence of archaea. Environ Microbiol. 10(11):3164–3173.
   PubMed Web of Science ®Google Scholar
• Farge M. 1992. Wavelet transforms and their applications to turbulence. Ann Rev Fluid Mech. 24(1):395–458.
   Google Scholar
• Ficker H, Luger M, Gassner H. 2017. From dimictic to monomictic: empirical evidence of thermal regime transitions in three deep alpine lakes in Austria induced by climate change. Freshw Biol. 62(8):1335–1345.
   Web of Science ®Google Scholar
• Glibert PM. 2020. From hogs to HABs: impacts of industrial farming in the US on nitrogen and phosphorus and greenhouse gas pollution. Biogeochemistry. 150(2):139–180.
   PubMed Web of Science ®Google Scholar
• Grantz EM, Kogo A, Scott JT. 2012. Partitioning whole-lake denitrification using in situ dinitrogen gas accumulation and intact sediment core experiments. Limnol Oceanogr. 57(4):925–935.
   Web of Science ®Google Scholar
• Grinsted A, Moore J, Jevrejeva S. 2004. Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Process Geophys. 11(4):515–533.
   Google Scholar
• Hanson PC, Carpenter SR, Kimura N, Wu C, Cornelius SP, Kratz TK. 2008. Evaluation of metabolism models for free-water dissolved oxygen methods in lakes. Limnol Oceanogr Meth. 6(9):454–465.
   Google Scholar
• Hanson PC, Weathers KC, Kratz TK. 2016. Networked lake science: how the Global Lake Ecological Observatory Network (GLEON) works to understand, predict, and communicate lake ecosystem response to global change. Inland Waters. 6(4):543–554.
   Web of Science ®Google Scholar
• Huisman J, Codd GA, Paerl HW, Ibelings BW, Verspagen JMH, Visser PM. 2018. Cyanobacterial blooms. Nat Rev Microbiol. 16(8):471–483.
   PubMed Web of Science ®Google Scholar
• Hutchinson G. 1957. A treatise on limnology Vol. 1. Geography, physics and chemistry. New York (NY): Wiley.
   Google Scholar
• Idso SB. 1973. On the concept of lake stability. Limnol Oceanogr. 18:681–683.
   Web of Science ®Google Scholar
• Imberger J, Patterson JC. 1989. Physical limnology. Adv Appl Mech. 27:303–475.
   Web of Science ®Google Scholar
• Istvánovics V, Honti M. 2018. Coupled simulation of high-frequency dynamics of dissolved oxygen and chlorophyll widens the scope of lake metabolism studies. Limnol Oceanogr. 63(1):72–90.
   Web of Science ®Google Scholar
• Jane SF, Hansen GJA, Kraemer BM, Leavitt PR, Mincer JL, North RL, Pilla RM, Stetler JT, Williamson CE, Woolway RI, et al. 2021. Widespread deoxygenation of temperate lakes. Nature. 594(7861):66–70.
   PubMed Web of Science ®Google Scholar
• Knowles R. 1982. Denitrification. Microbiol Rev. 46(1):43–70.
   PubMedGoogle Scholar
• Knowlton MF, Jones JR. 2007. Temporal coherence of water quality variables in a suite of Missouri reservoirs. Lake Reserv Manag. 23(1):49–58.
   Web of Science ®Google Scholar
• Laas A, Nõges P, Kõiv T, Nõges T. 2012. High-frequency metabolism study in a large and shallow temperate lake reveals seasonal switching between net autotrophy and net heterotrophy. Hydrobiologia. 694(1):57–74.
   Web of Science ®Google Scholar
• Ladwig R, Appling AP, Delany A, Dugan HA, Gao Q, Lottig N, Stachelek J, Hanson PC. 2022. Long-term change in metabolism phenology in north temperate lakes. Limnol Oceanogr. 67:1502–1521.
   Web of Science ®Google Scholar
• Ladwig R, Hanson PC, Dugan HA, Carey CC, Zhang Y, Shu L, Duffy CJ, Cobourn KM. 2021. Lake thermal structure drives interannual variability in summer anoxia dynamics in a eutrophic lake over 37 years. Hydrol Earth Syst Sci. 25(2):1009–1032.
   Web of Science ®Google Scholar
• Livingstone DM. 2008. A change of climate provokes a change of paradigm: taking leave of two tacit assumptions about physical lake forcing. Int Rev Hydrobiol. 93(4–5):404–414.
   Web of Science ®Google Scholar
• Loeks-Johnson BM, Cotner JB. 2020. Upper Midwest lakes are supersaturated with N2. Proc Natl Acad Sci USA. 117(29):17063–17067.
   PubMed Web of Science ®Google Scholar
• Magee MR, Wu CH. 2017. Response of water temperatures and stratification to changing climate in three lakes with different morphometry. Hydrol Earth Syst Sci. 21(12):6253–6274.
   Web of Science ®Google Scholar
• North RP, North RL, Livingstone DM, Köster O, Kipfer R. 2014. Long-term changes in hypoxia and soluble reactive phosphorus in the hypolimnion of a large temperate lake: consequences of a climate regime shift. Global Change Biol. 20(3):811–823.
   PubMed Web of Science ®Google Scholar
• Ortiz D, Palmer J, Wilkinson G. 2020. Detecting changes in statistical indicators of resilience prior to algal blooms in shallow eutrophic lakes. Ecosphere. 11(10):e03200.
   Web of Science ®Google Scholar
• Paerl HW, Scott JT, McCarthy MJ, Newell SE, Gardner WS, Havens KE, Hoffman DK, Wilhelm SW, Wurtsbaugh WA. 2016. It takes two to tango: When and where dual nutrient (N & P) reductions are needed to protect lakes and downstream ecosystems. Environ Sci Technol. 50(20):10805–10813.
   PubMed Web of Science ®Google Scholar
• R Core Team. 2019. R: a language and environment for statistical computing. R Foundation for Statistical Computing. https://www.r-project.org/
   Google Scholar
• Roesch A, Schmidbauer H. 2018. WaveletComp: computational wavelet analysis. R package version 1.1. https://CRANR-project.org/package=WaveletComp
   Google Scholar
• Roy R, Knowles R, Charlton MN. 1996. Nitrification and methane oxidation at the sediment surface in Hamilton Harbour (Lake Ontario). Can J Fish Aquat Sci. 53(11):2466–2472.
   Web of Science ®Google Scholar
• Sadro S, Melack JM, MacIntyre S. 2011. Depth-integrated estimates of ecosystem metabolism in a high-elevation lake (Emerald Lake, Sierra Nevada, California). Limnol Oceanogr. 56(5):1764–1780.
   Web of Science ®Google Scholar
• Schallenberg M, Burns CW. 2004. Effects of sediment resuspension on phytoplankton production: teasing apart the influences of light, nutrients and algal entrainment. Freshw Biol. 49(2):143–159.
   Web of Science ®Google Scholar
• Schmidt SR, Lischeid G, Hintze T, Adrian R. 2019. Disentangling limnological processes in the time-frequency domain. Limnol Oceanogr. 64(2):423–440.
   Web of Science ®Google Scholar
• Scott JT, Grantz EM. 2013. N2 fixation exceeds internal nitrogen loading as a phytoplankton nutrient source in perpetually nitrogen-limited reservoirs. Freshw Sci. 32(3):849–861.
   Web of Science ®Google Scholar
• Scott JT, Stanley JK, Doyle RD, Forbes MG, Brooks BW. 2009. River-reservoir transition zones are nitrogen fixation hot spots regardless of ecosystem trophic state. Hydrobiologia. 625(1):61–68.
   Google Scholar
• Shatwell T, Thiery W, Kirillin G. 2019. Future projections of temperature and mixing regime of European temperate lakes. Hydrol Earth Syst Sci. 23(3):1533–1551.
   Web of Science ®Google Scholar
• Staehr PA, Bade D, van de Bogert MC, Koch GR, Williamson C, Hanson P, Cole JJ, Kratz T. 2010. Lake metabolism and the diel oxygen technique: state of the science. Limnol Oceanogr Meth. 8:628–644.
   Web of Science ®Google Scholar
• Torrence C, Compo GP. 1998. A practical guide to wavelet analysis. Bull Am Meteorol Soc. 79(1):61–78.
   Web of Science ®Google Scholar
• Vogt RJ, Frost PC, Nienhuis S, Woolnough DA, Xenopoulos MA. 2016. The dual synchronizing influences of precipitation and land use on stream properties in a rapidly urbanizing watershed. Ecosphere. 7(9):1–15.
   Web of Science ®Google Scholar
• Wagner C, Adrian R. 2009. Cyanobacteria dominance: quantifying the effects of climate change. Limnol Oceanogr. 54(6 part 2):2460–2468.
   Web of Science ®Google Scholar
• Weinke AD, Biddanda BA. 2019. Influence of episodic wind events on thermal stratification and bottom water hypoxia in a Great Lakes estuary. J Great Lakes Res. 45(6):1103–1112.
   Web of Science ®Google Scholar
• Wetzel RG. 2001. Limnology: lake and river ecosystems. 3rd ed. New York (NY): Academic Press.
   Google Scholar
• Wilhelm S, Adrian R. 2008. Impact of summer warming on the thermal characteristics of a polymictic lake and consequences for oxygen, nutrients and phytoplankton. Freshw Biol. 53(2):226–237.
   Web of Science ®Google Scholar
• Winslow L, Read J, Woolway R, Brentrup J, Leach T, Zwart J, Albers S, Collinge D. 2019. rLakeAnalyzer: lake physics tools. R package version 1.11.4.1. https://CRANR-project.org/package=rLakeAnalyzer
   Google Scholar
• Woolway RI, Sharma S, Weyhenmeyer GA, Debolskiy A, Golub M, Mercado-Bettín D, Perroud M, Stepanenko V, Tan Z, Grant L, et al. 2021. Phenological shifts in lake stratification under climate change. Nat Commun. 12(1):1–11.
   PubMed Web of Science ®Google Scholar
• Woolway RI, Verburg P, Lenters JD, Merchant CJ, Hamilton DP, Brookes J, de Eyto E, Kelly S, Healey NC, Hook S, et al. 2018. Geographic and temporal variations in turbulent heat loss from lakes: a global analysis across 45 lakes. Limnol Oceanogr. 63(6):2436–2449.
   Web of Science ®Google Scholar
• Wurtsbaugh WA, Paerl HW, Dodds WK. 2019. Nutrients, eutrophication and harmful algal blooms along the freshwater to marine continuum. Wiley Interdiscip Rev Water. 6(5):e1373.
   Web of Science ®Google Scholar
• Yang Y, Colom W, Pierson D, Pettersson K. 2016. Water column stability and summer phytoplankton dynamics in a temperate lake (Lake Erken, Sweden). Inland Waters. 6(4):499–508.
   Web of Science ®Google Scholar