Log in

Long-term data show effects of atmospheric temperature anomaly and reservoir size on water temperature, thermal structure, and dissolved oxygen

  • Research Article
  • Published:
Aquatic Sciences Aims and scope Submit manuscript

Abstract

Predicting changes in reservoir conditions from climatic warming is hindered by the paucity of long-term data on temperature and thermal and oxygen structure replicated across a range of reservoir sizes. The present study characterizes seasonal patterns in temperature, thermal structure, and dissolved oxygen availability in reservoirs, and evaluates how critical periods for aquatic organisms (i.e., periods of maximum temperature and minimum oxygen) for these features are affected by atmospheric temperature anomalies at different time lags. Temperature and dissolved oxygen were measured from May through October at 1 m intervals from surface to bottom for 10 reservoirs sampled between 14 and 21 years during 1995–2016. For most temperature and oxygen metrics July was the period of thermal maxima and oxygen minima across reservoirs, exceptions were thermocline depth, which was static from May through October, and bottom water temperature which peaked in August. Surface water temperature of reservoirs increased 0.6 °C for every 1.0 °C increase in atmospheric temperature in July independent of reservoir area. Although the percentage of water that was oxic in July decreased with increasing July air temperatures, it increased with warming air temperatures from February to April. These long-term data derived patterns highlight the importance of reservoir size and lag periods in building a framework for predicting climate-induced changes in the thermal and oxygen environments of reservoirs, which have important implications for water quality and ecosystem processes and the associated dynamics of reservoir flora and fauna.

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

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

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

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Data availability

Climate data used in this study is publicly available through the National Oceanographic and Atmospheric Administration website, www.ncdc.noaa.gov. Datasets generated during and analyzed during the current study are available in the University of Illinois repository, https://doi.org/10.13012/B2IDB-1187851_V1

Code availability

No custom code was developed for this project.

References

  • Adrian R, O’Reilly CM, Zagarese H, Baines SB, Hessen DO, Keller W, Livingstone DM, Sommaruga R, Straile D, Van Donk E, Weyhenmeyer GA, Winder M (2009) Lakes as sentinels of climate change. Limnol Oceanogr 54:2283–2297

    Article  PubMed  PubMed Central  Google Scholar 

  • Austen DJ, Peterson JT, Newman B, Sobaski ST, Bayley PB (1993a) Compendium of 143 Illinois lakes: bathymetry, physico-chemical features, and habitats. Volume 1. Lakes in regions 1, 2 and 3. Aquatic Ecology Technical Report 93/9(1), Illinois Natural History Survey, Champaign, Illinois

  • Austen DJ, Peterson JT, Newman B, Sobaski ST, Bayley PB (1993b) Compendium of 143 Illinois lakes: bathymetry, physico-chemical features, and habitats. Volume 2. Lakes in regions 4 and 5. Aquatic Ecology Technical Report 93/9(2), Illinois Natural History Survey, Champaign, Illinois

  • Bates B, Kundzewicz Z, Wu S (2008) Climate change and water. Intergovernmental panel on climate change secretariat. Cambridge University Press, Cambridge

    Google Scholar 

  • Brandt SB, Constani M, Kolesar S, Ludsin SA, Mason DM, Rae CM, Zhang H (2011) Does hypoxia reduce habitat quality for Lake Erie walleye (Sander vitreus)? A bioenergetics perspective. Can J Fish Aquat Sci 68:857–879

    Article  Google Scholar 

  • Butcher JB, Nover D, Johnson TE, Clark CM (2015) Sensitivity of lake thermal and mixing dynamics to climate change. Clim Change 129:295–305

    Article  CAS  Google Scholar 

  • Cohen AS, Gergurich EL, Kraemer BM, McGlue MM, McIntyre PB, Russell JM, Simmons JD, Swarzenski PW (2016) Climate warming reduces fish production and benthic habitat in Lake Tanganyika, one of the most biodiverse freshwater ecosystems. P Natl Sci USA 113:9563–9568

    Article  CAS  Google Scholar 

  • Coutant CC (1985) Striped bass, temperature, and dissolved oxygen: a speculative hypothesis for environmental risk. T Am Fish Soc 114:31–61

    Article  Google Scholar 

  • Detmer T, Lewis WM (2019) Influences of fish on food web structure and function in mountain lakes. Freshwater Biol 64:1572–1583

    Article  Google Scholar 

  • Diaz RJ, Rosenberg R (2008) Spreading dead zones and consequences for marine ecosystems. Science 321:926–929

    Article  CAS  PubMed  Google Scholar 

  • Downing JA, Prairie YT, Cole JJ, Duarte CM, Tranvik LJ, Striegl RG, McDowell WH, Kortelainen P, Caraco NF, Melack JM et al (2006) The global abundance and size distribution of lakes, ponds, and impoundments. Limnol Oceanogr 51:2388–2397

    Article  Google Scholar 

  • Duodoroff P, Shumway DL (1970) Dissolved oxygen requirements of freshwater fishes United Nations. FAO fisheries technical paper FIRI/T86. FAO, Rome

    Google Scholar 

  • Eastman R, Warren SG (2013) A 39-yr survey of cloud changes from land stations worldwide 1971–2009: Long-term trends, relation to aerosols, and expansion of the tropical belt. J Climate 26:1286–1303

    Article  Google Scholar 

  • Ficke AD, Myrick CA, Hansen LJ (2007) Potential impacts of global climate change on freshwater fisheries. Rev Fish Biol Fisher 17:581–613

    Article  Google Scholar 

  • Goldman CR, Kumagai M, Robarts RD (eds) (2013) Climatic change and global warming of inland waters: impacts and mitigation for ecosystems and societies. Wiley, United Kingdom

    Google Scholar 

  • Hayes NM, Deemer BR, Corman JR, Razavi NR, Strock KE (2017) Key differences between lakes and reservoirs modify climate signals: a case for a new conceptual model. Limnol Oceanogr Lett 2:47–62

    Article  Google Scholar 

  • Idso SB (1973) On the concept of lake stability. Limnol Oceanogr 18:681–683

    Article  Google Scholar 

  • Jane SF, Hansen GJA, Kraemer BM, Leavitt PR, Mincer JL, North RL, Pilla RM, Stetler JT, Williamson CE, Woolway RI, Arvola L, Chandra S, DeGasperi CL, Diemer L, Dunalska J, Erina O, Flaim G, Grossart HP, Hambright KD, Hein C, Hejzlar J, Janus LL, Jenny JP, Jones JR, Knoll LB, Leoni B, Mackay E, Matsuzaki SIS, McBride C, Müller-Navarra DC, Paterson AM, Pierson D, Rogora M, Rusak JA, Sadro S, Saulnier-Talbot E, Schmid M, Sommaruga R, Thiery W, Verburg P, Weathers KC, Weyhenmeyer GA, Yokota K, Rose KC (2021) Widespread deoxygenation of temperate lakes. Nature 594:66–70

    Article  CAS  PubMed  Google Scholar 

  • Jeppesen E, Kronvang B, Jørgensen TB, Larsen SE, Andersen HE, Søndergaard M, Liboriussen L, Bjerring R, Johansson LS, Trolle D, Lauridsen TL (2013) Recent climate-induced changes in freshwater in Denmark. In climatic change and global warming of inland waters: impacts and mitigation for ecosystems and societies. Wiley, Oxford, pp 155–171

    Google Scholar 

  • Jeppesen E, Meerhoff M, Davidson TA, Trolle D, Søndegaard M, Lauridsen TL, Beklioglu M, Brucet S, Volta P, Gonzalez-Bergonzoni I, Nielson A (2014) Climate change impacts on lakes: an integrated ecological perspective based on a multi-faceted approach, with special focus on shallow lakes. J Limnol 73:84–107

    Article  Google Scholar 

  • Ji F, Wu Z, Huang J, Chassignet EP (2014) Evolution of land surface air temperature trend. Nat Clim Change 4:462–466

    Article  Google Scholar 

  • Kalff J (2002) Limnology: inland water ecosystems. Prentice Hall, New Jersey

    Google Scholar 

  • King J, Shuter BJ, Zimmerman A (1999) Empirical links between thermal habitat, fish growth, and climate change. T Am Fish Soc 128:656–665

    Article  Google Scholar 

  • Knoll LB, Vanni MJ, Renwick WH (2003) Phytoplankton primary production and photosynthetic parameters in reservoirs along a gradient of watershed land use. Limnol Oceanogr 48:608–617

    Article  Google Scholar 

  • Komatsu E, Fukushima T, Harasawa H (2007) A modeling approach to forecast the effect of long-term climate change on lake water quality. Ecol Model 209:351–366

    Article  Google Scholar 

  • Kraemer BM, Anneville O, Chandra S, Dix M, Kuusisto E, Livingstone DM, Rimmer A, Schladow SG, Silow E, Sitoki LM, Tamatamah R, Vadeboncoeur Y, McIntyre PB (2015) Morphometry and average temperature affect stratification responses to climate change. Geophys Res Lett 42:4981–4988

    Article  Google Scholar 

  • Lee RM, Biggs TW, Fang X (2018) Thermal and hydrodynamic changes under a warmer climate in a variably stratified hypereutrophic reservoir. Water 10:1284

    Article  Google Scholar 

  • Lehner B, Döll P (2004) Development and validation of a global database of lakes, reservoirs and wetlands. J Hydrol 296:1–2

    Article  Google Scholar 

  • Lewis WM (1983) A revised classification of lakes based on mixing. Can J Fish Aquat Sci 40:1779–1787

    Article  Google Scholar 

  • Lewis WM, McCutchan JH, Roberson J (2019) Effects of climatic change on temperature and thermal structure of a mountain reservoir. Water Resour Res 55:1988–1999

    Article  Google Scholar 

  • Meybeck M (1995) Global distribution of lakes. In: Lerman A, Imboden DM, Gat JR (eds) Physics and chemistry of lakes. Springer, New York, pp 1–35

    Google Scholar 

  • Mi C, Frassl MA, Boehrer B, Rinke K (2018) Episodic wind events induce persistent shifts in the thermal stratification of a reservoir (Rappbobe Reservoir, Germany). Int Rev Hydrobiol 2018:1–12

    Google Scholar 

  • Moss B, Kosten S, Meerhoff M, Battarbee RW, Jeppesen E, Mzzeo N, Havens K, Lacerot G, Liu Z, De Meester L, Paerl H, Scheffer M (2011) Allied attack: climate change and eutrophication. Inland Waters 1:101–105

    Article  Google Scholar 

  • O’Reilly CM, Alin SR, Plisnier P-D, Cohen AS, McKee BA (2003) Climate change decreases aquatic ecosystem productivity of Lake Tanganyika, Africa. Nature 424:766–768

    Article  PubMed  Google Scholar 

  • O’Reilly CM, Sharma S, Gray DK, Hampton SE, Read JS, Rowley RJ, Schneider P, Lenters JD, McIntyre PB, Kraemer BM et al (2015) Rapid and highly variable warming of lake surface waters around the globe. Geophys Res Lett 42:10–773

    Google Scholar 

  • Paerl HW, Huisman J (2009) Climate change: a catalyst for global expansion of harmful cyanobacterial blooms. Env Microbiol Rep 1:27–37

    Article  CAS  Google Scholar 

  • Paerl HW, Paul VJ (2012) Climate change: links to global expansion of harmful cyanobacteria. Water Res 46:1349–1363

    Article  CAS  PubMed  Google Scholar 

  • Perroud M, Goyette S, Martynov A, Beniston M, Anneville O (2009) Simulation of multiannual thermal profiles in deep Lake Geneva: a comparison of one-dimensional lake models. Limnol Oceanogr 54:1574–1594

    Article  Google Scholar 

  • Prats J, Davis P-A (2019) An epliminion and hypolimnion temperature model based on air temperature and lake characteristics. Knowl Manag Aquat Ec 420:8

    Article  Google Scholar 

  • Richardson DC, Melles SJ, Pilla RM, Hetherington AL, Knoll LB, Williamson CE, Kraemer BM, Jackson JR, Long EC, Moore K, Rudstam LG, Rusak JA, Saros JE, Sharma S, Strock KE, Weathers KC, Wigdahl-Perry CR (2017) Transparency, geomorphology and mixing regime explain variability in trends in lake temperature and stratification across northeastern North America (1975–2014). Water 9:442

    Article  Google Scholar 

  • Rueda F, Schladow G (2009) Mixing and stratification in lakes of varying horizontal length scales: scaling arguments and energy partitioning. Limnol Oceanogr 54:2003–2017

    Article  Google Scholar 

  • Schindler DW, Beatty KG, Fee EJ, Cruikshank DR, DeBruyn ER, Findlay DL, Linsey GA, Shearer JA, Stainton MP, Turner MA (1990) Effects of climatic warming on lakes of the central boreal forest. Science 250:967–970

    Article  CAS  PubMed  Google Scholar 

  • Schindler DE, Rogers DE, Scheuerell MD, Abrey CA (2005) Effects of changing climate on zooplankton and juvenile sockeye salmon growth in southwestern Alaska. Ecology 86:198–209

    Article  Google Scholar 

  • Thompson JS, Rice JA, Waters DS (2010) Striped bass habitat selection rules in reservoirs without suitable summer habitat offer insight into consequences for growth. T Am Fish Soc 139:1450–1464

    Article  Google Scholar 

  • Thornton KW, Kimmel BL, Payne FE (eds) (1990) Reservoir limnology: ecological perspectives. Wiley, New York

    Google Scholar 

  • Wetzel RW (2001) Limnology: lake and river ecosystems, 3rd edn. Academic Press, California

    Google Scholar 

  • Wild M (2012) Enlightening global dimming and brightening. B Am Meteorol Soc 93:27–37

    Article  Google Scholar 

  • Winslow L, Read J, Woolway R, Brentrup J, Leach T, Zwart J (2013) Package ‘rLakeAnalyzer’. The Comprehensive R Archive Network

  • Winslow LA, Read JS, Hansen GJA, Hanson PC (2015) Small lakes show muted climate change signal in deepwater temperatures. Geophys Res Lett 42:355–361

    Article  Google Scholar 

  • Yang B, Wells MG, McMeans BC, Dugan HA, Rusak JA, Weyhenmeyer GA, Brentrup JA, Hrycik AR, Laas A, Pilla RM, Austin JA, Blanchfield PJ, Carey CC, Guzzo MM, Lottig NR, MacKay MD, Middel TA, Pierson DC, Wang J, Young JD (2021) A new thermal categorization of ice-covered lakes. Geophys Res Lett 48:e2020GL091374

    Google Scholar 

  • Zhang Y, Wu Z, Liu M, He J, Shi K, Wang M, Yu Z (2014) Thermal structure and response to long-term climateic changes in Lake Qiandaohu, a deep subtropical reservoir in China. Limnol Oceanogr 59:1193–1202

    Article  Google Scholar 

  • Zhang Y, Wu Z, Liu M, He J, Shi K, Zhou Y, Wang M, Liu X (2015) Dissolved oxygen stratification and response to thermal structure and long-term climate change in a large and deep subtropical reservoir. Water Res 75:249–259

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

We thank numerous staff of the Kaskaskia, Ridge Lake, and Sam Parr Biological Stations that assisted with surveys. This study was supported by the Federal Aid in Sportfish Restoration Act (project F-185-R-6) with funding administered through the Illinois Department of Natural Resources (IDNR). J. Mick, M. McClelland and V. Santuci coordinated activities with the Illinois Department of Natural Resources.

Funding

This study was supported by the Federal Aid in Sportfish Restoration Act (project F-185-R-6) with funding administered through the Illinois Department of Natural Resources (IDNR).

Author information

Authors and Affiliations

Authors

Contributions

TMD and DHW conceived and designed the research objectives. TMD compiled and analyzed the data collected by DHW. TMD wrote the manuscript. All authors (TMD, DHW, and JJP) provided scientific input and contributed to editing and revising the manuscript.

Corresponding author

Correspondence to Thomas M. Detmer.

Ethics declarations

Conflict of interest

The authors have no conflicting interests or competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary Figure1 (DOCX 332 KB)

Supplementary Material 1 (DOCX 13 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Detmer, T.M., Parkos, J.J. & Wahl, D.H. Long-term data show effects of atmospheric temperature anomaly and reservoir size on water temperature, thermal structure, and dissolved oxygen. Aquat Sci 84, 3 (2022). https://doi.org/10.1007/s00027-021-00835-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00027-021-00835-2

Keywords

Navigation