Abstract
Two slow-moving developments are threatening reservoir aquatic habitats globally: aging and climate change. These events are projected to transform reservoir aquatic habitats in various and often unpredictable ways. Aging affects in-lake habitats directly, whereas climate change affects both in-lake and off-lake conditions. Climate change is expected to accelerate and, in some instances, possibly decelerate aging. Aging can be indexed as functional age, an index that signals the position of a reservoir along its lifespan relying on in-lake descriptors of aquatic habitat. Using existing habitat datasets and climate projections, we developed semi-quantitative predictions about the effect of climate change on reservoir functional age in the USA. Driven by increased warming, functional age was predicted to increase latitudinally from south to north with no obvious longitudinal gradient. Functional age also changed with precipitation, increasing latitudinally from south to north and longitudinally in the east and west but decreasing in the central USA. Our projections are tentative because of the uncertain nature of reservoir aging and climate change sciences, as well as the inexactness of available data and models. We review general strategies suitable for systematically dealing with the unpredictable and constantly changing conditions expected to occur this century as reservoirs certainly continue to get older, within the scope of uncertain climate change projections.



Similar content being viewed by others
Availability of data
Climate data availability cited; functional age data available from Reservoir Fish Habitat Partnership.
References
Abatzoglou JT, Brown TJ (2012) A comparison of statistical downscaling methods suited for wildfire applications. Int J Climatol 32:772–780
Agostinho AA, Miranda LE, Bini LM, Gomes LC, Thomaz SM, Susuki HI (1999) Patterns of colonization in neotropical reservoirs, and prognoses on aging. In: Tundisi JG, Straškraba M (eds) Theoretical reservoir ecology and its applications. Backhuys Publishers, Leiden, The Netherlands, pp 227–265
Allen HH, Tingle JL (eds) (1993) Proceedings of the U.S. Army Corps of Engineers workshop on reservoir shoreline erosion: a national problem. Miscellaneous Paper W-93-1. U.S. Army Corps of Engineers, Waterways Experiment Station, Vicksburg
Carmignani JR, Roy AH (2017) Ecological impacts of winter water level drawdowns on lake littoral zones: a review. Aquat Sci 79:803–824
Cayan DR, Kammerdiener SA, Dettinger MD, Caprio JM, Peterson DH (2001) Changes in the onset of spring on the Western United States. Bull Am Meteorol Soc 82:399–415
Collins M, Knutti R, Arblaster J, Dufresne JL, Fichefet T, Friedlingstein P, Gao X, Gutowski TJ, WJ, Krinner G, Shongwe M, Tebaldi C, Weaver AJ, Wehner M, (2013) Long-term climate change: projections, commitments and irreversibility. In: Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Doschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate change 2013 - the physical science basis. Cambridge University Press, U.K., pp 1029–1136
Dettinger M, Udall B, Georgakakos A (2015) Western water and climate change. Ecol Appl 25:2069–2093
Faith DP (2003) Environmental diversity (ED) as surrogate information for species-level biodiversity. Ecography 26:374–379
Folke C, Carpenter SR, Walker B, Scheffer M, Chapin T, Rockstrom J (2010) Resilience thinking: integrating resilience, adaptability and transformability. Ecol Soc 15(4):20
Furniss MJ, Staab BP, Hazelhurst S, Clifton CF, Roby KB, Ilhadrt BL, Larry EB, Todd AH, Reid LM, Hines SJ, Bennett KA, Luce CH, Edwards PJ (2010) Water, climate change, and forests: watershed stewardship for a changing climate. General Technical Report PNW-GTR-812. U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Portlan
Gaeta JW, Sass GG, Carpenter SR (2014) Drought-driven lake level loss: effects on coarse woody habitat and fish. Can J Fish Aquat Sci 71:315–325
Hargrove WL, Johnson D, Snethen D, Middendorf J (2010) From dust bowl to mud bowl: sedimentation, conservation measures, and the future of reservoirs. J Soil Water Conserv 65:14A-17A
Hartmann DL, Klein Tank AMG, Rusticucci M, Alexander LV, Brönnimann S, Charabi Y, Dentener FJ, Dlugokencky EJ, Easterling DR, Kaplan A, Soden BJ, Thorne PW, Wild M, Zhai PM (2013) Observations: atmosphere and surface. In: Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Doschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate change 2013 - the physical science basis. Cambridge University Press, U.K., pp 159–254
Holling CS (1996) Engineering resilience versus ecological resilience. In: Schulze P (ed) Engineering within ecological constraints. National Academy Press, Washington, DC, pp 31–44
Holz JC, Hoagland KD, Spawn RL, Popp A, Andersen JL (1997) Phytoplankton community response to reservoir aging, 1968–92. Hydrobiologia 346:183–192
Hosmer DW, Lemeshow S (1989) Applied logistic regression. Wiley, New York
IPCC (2019) Representative concentration pathways (RCPs). Intergovernmental Panel on Climate Change. Available online: https://sedac.ciesin.columbia.edu/ddc/ar5_scenario_process/RCPs.html. Accessed 2 March 2019
Jeppesen E, Kronvang B, Meerhoff M, Søndergaard M, Hansen KM, Andersen HE, Lauridsen TL, Liboriussen L, Beklioglu M, Özen A, Olesen JE (2009) Climate change effects on runoff, catchment phosphorus loading and lake ecological state, and potential adaptations. J Environ Qual 38:1930–1941
Juracek KE (2015) The aging of America’s reservoirs: in-reservoir and downstream physical changes and habitat implications. J Am Water Resour Assoc 51:168–184
Kaushal SS, Likens GE, Jaworski NA, Pace ML, Sides AM, Seekell D, Belt KT, Secor DH, Wingate RL (2010) Rising stream and river temperatures in the United States. Front Ecol Environ 9:461–466
Kennedy R (1999) Reservoir design and operation: limnological implications and management opportunities. In: Tundisi JG, Straškraba M (eds) Theoretical reservoir ecology and its applications. Backhuys Publishers, Leiden, The Netherlands, pp 1–29
Kimmel BL, Groeger AW (1986) Limnological and ecological changes associated with reservoir aging. In: Hall GE, Van Den Avyle MJ (eds) Reservoir fisheries management: strategies for the 80’s. American Fisheries Society, Bethesda, MD, pp 103–109
Kintisch E (2009) Global warming: projections of climate change go from bad to worse, scientists report. Science 323:1546–1547
Kirtman B, Power SB, Adedoyin JA, Boer GJ, Bojariu R, Camilloni I, Doblas-Reyes FJ, Fiore AM, Kimoto M, Meehl GA, Prather M, Sarr A, Schar C, Sutton R, van Oldenborgh GJ, Vecchi G, Wang HL (2013) Near-term climate change: projections and predictability. In: Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Doschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate change 2013 - the physical science basis. Cambridge University Press, U.K., pp 953–1028
Knowles N, Dettinger MD, Cayan DR (2006) Trends in snowfall versus rainfall in the Western United States. J Clim 19:4545–4559
Krogman RM, Miranda LE (2015) A classification system for large reservoirs of the continental United States. Environ Monit Assess 187:174
Krogman RM, Miranda LE (2016) Rating US reservoirs relative to fish habitat condition. Lake Reserv Manag 32:51–60
Lenhardt M, Markovic G, Gacic Z (2009) Decline in the Index of Biotic Integrity of the fish assemblage as a response to reservoir aging. Water Resour Manag 23:1713–1723
Magee MR, Hein CL, Walsh JR, Shannon PD, Vander Zanden MJ, Campbell TB, Hansen GJA, Hauxwell J, LaLiberte GD, Parks TP, Sass GG, Swanston CW, Janowiak MK (2019) Scientific advances and adaptation strategies for Wisconsin lakes facing climate change. Lake Reserv Manag 35:364–381
Miranda LE (2017) Reservoir fish habitat management. Lightning Press, Totowa, New Jersey
Miranda LE, Coppola G, Boxrucker J (2020) Reservoir fish habitats: a perspective on coping with climate change. Rev Fish Sci Aquac 28:478–498
Miranda LE, Krogman RM (2015) Functional age as an indicator of reservoir senescence. Fisheries 40:170–176
Miranda LE, Raines CD (2019) Reservoir diel water quality patterns relative to riparian shade. Lake Reserv Manag 35:148–155
Miranda LE, Wigen SL, Dagel JD (2014) Importance of floodplains to reservoir fish assemblages. River Res Appl 30:338–346
O’Donnell MS, Ignizio DA (2012) Bioclimatic predictors for supporting ecological applications in the conterminous United States. US Geological Survey Data Series, Reston, pp 691
Patton T, Lyday C (2008) Ecological succession and fragmentation in a reservoir: effects of sedimentation on habitats and fish communities. Am Fish Soc Symp 62:147–167
Paukert CP, Glazer BA, Hansen GJA, Irwin BJ, Jacobson PC, Kershner JL, Shuter BJ, Whitney JE, Lynch AJ (2016) Adapting inland fisheries management to a changing climate. Fisheries 41:374–384
Pegg MA, Pope KL, Powell LA, Turek KC, Spurgeon JJ, Stewart NT, Hogberg NP, Porath MT (2015) Reservoir rehabilitations: seeking the fountain of youth. Fisheries 40:177–181
Popp A, Hoagland KD (1995) Changes in benthic community composition in response to reservoir aging. Hydrobiologia 306:159–171
Schwalm CR, Spencer G, Philip BD (2020) RCP8.5 tracks cumulative CO2 emissions. Proc Natl Acad Sci 117:19656–19657. https://doi.org/10.1073/pnas.2007117117
Sheffield J, Barrett AP, Colle B, Nelun Fernando D, Fu R, Geil KL, Hu Q, Kinter J, Kumar S, Langenbrunner B, Lombardo K, Long LN, Maloney E, Mariotti A, Meyerson JE, Mo KC, Neelin JD, Nigam S, Pan Z, Ren T, Ruiz-Barradas A, Serra YL, Seth A, Thibeault JM, Stroeve JC, Yang Z, Yin L (2013) North American climate in CMIP5 experiments. Part I: Evaluation of historical simulations of continental and regional climatology. J Climate 26:9209–9245
Sivakumar MVK, Ndiang’ui N (eds) (2007) Climate and land degradation. Springer, Berlin
Stein BA, Staudt A, Cross MS, Dubois NA, Enquist C, Griffis R, Hansen LJ, Hellmann JJ, Lawler JL, Nelson EJ, Pairis A (2013) Preparing for and managing change: climate adaptation for biodiversity and ecosystems. Front Ecol Environ 11:502–510
Taylor KE, Stouffer RJ, Meehlet GA (2012) An overview of CMIP5 and the experiment design. Bull Am Meteorol Soc 93:485–498
Thompson LM, Lynch AJ, Beever EA, Engman AC, Falke JA, Jackson ST, Krabbenhoft TJ, Lawrence DJ, Limpinsel D, Magill RT, Melvin TA, Morton JM, Newman RA, Peterson J, Porath MT, Rahel FJ, Sethi SA, Wilkening JL (2021) Responding to ecosystem transformation: resist, accept, or direct? Fisheries 46:8–21
USACE (2021) U.S Army corps of engineers national inventory of dams. Available online: https://nid.sec.usace.army.mil/#/ (Accessed on 15 June 2020)
Van Zuiden TM, Chen MM, Stefanoff S, Lopez L, Sharma S (2016) Projected impacts of climate change on three freshwater fishes and potential novel competitive interactions. Divers Distrib 22:603–614
Vincent WF (2009) Effects of climate change on lakes. In: Likens GE (ed) Encyclopedia of inland waters 3. Academic Press, New York, pp 55–60
West JM, Julius SH, Kareiva P, Enquist C, Lawler JJ, Petersen B, Johnson AE, Shaw MR (2009) US natural resources and climate change: concepts and approaches for management adaptation. Environ Manag 44:1001–1021
Yasarer LMW, Sturm BSM (2016) Potential impacts of climate change on reservoir services and management approaches. Lake Reserv Manag 32:13–26
Zagona E, Fulp T, Shane R, Magee T, Goranflo H (2001) RiverWare: a generalized tool for complex reservoir systems modeling. J Am Water Resour Assoc 37:913–929
Acknowledgements
C. Dassow, A. Hosey, R. Krogman and three anonymous referees provided constructive reviews. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the US Government.
Funding
Funding for this research was provided by the Reservoir Fish Habitat Partnership through Jeff Boxrucker.
Author information
Authors and Affiliations
Contributions
Miranda conceived and designed the study. Miranda compiled the habitat data and Faucheux the climate data. Miranda conducted the data analyses and wrote most of the draft with Faucheux contributing selected sections. Faucheux designed the figures.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Miranda, L.E., Faucheux, N.M. Climate change alters aging patterns of reservoir aquatic habitats. Climatic Change 174, 9 (2022). https://doi.org/10.1007/s10584-022-03432-w
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10584-022-03432-w


