Effects of re‐oligotrophication and climate change on lake thermal structure

Summary During recent decades, climate change and re-oligotrophication have been affecting many lakes. Most long-term research focuses on large North American and northern European lakes, but climate forcing south of the Alps seems to be different. Furthermore, lake restoration frequently involves smaller lakes (<10 km2) that are often overlooked in long-term limnological studies despite their importance for local stakeholders. We investigated the effects of climate change and re-oligotrophication on the thermal structure of Lake Caldonazzo (Italy – southern Alps; area = 5.6 km2; maximum depth = 49 m) for the years 1973–2014. The lake received untreated wastewaters from its catchment until the mid-1970s, leading to algal blooms, severe hypolimnetic anoxia and fish kills. Afterwards, local government initiated sewage removal that was completed in 1989. We used transparency, phosphorus and chlorophyll concentrations as trophic indicators, air temperature and global circulation indices as climatic indicators and epilimnion depth and temperature, hypolimnion temperature, thermocline depth and Schmidt stability as indicators of thermal structure. For these time series, we determined trend patterns and timing of change points. Epilimnetic temperatures showed an upward shift in 1985. Here, we present an alternative explanation for this observed change that generally has been attributed to global circulation indices. Epilimnetic depth continually increased until 1989, but less markedly afterwards. We suggest that until restoration continued, the increasingly deeper epilimnion absorbed the incoming heat of climate change without increasing epilimnetic temperature. After sewage removal, however, the epilimnion did not deepen enough to prevent an upward shift in epilimnetic temperature. We linked the deepening of the epilimnion to increased water transparency. Hypolimnetic temperatures showed a downward shift in 1998. Hypolimnetic cooling has been seldom observed and was in our case related to specific interactions between re-oligotrophication, climate and lake depth. Penetration of incident solar radiation was insufficient to heat the hypolimnion (>50% of lake volume), while deeper mixing released accumulated heat from the previous season and earlier stratification trapped colder water in the hypolimnion. We suggest that these combined effects resulted in a decrease in hypolimnetic temperature. Our study indicated that re-oligotrophication mitigated the effects of climate change, but when re-oligotrophication was no longer progressing, the effects of climate on thermal structure were perceivable. These changes were site specific and not tied to atmospheric circulation indices. Epilimnetic warming in particular will have repercussions on plankton dynamics. Management of non-point sources of nutrients will become increasingly important to limit the eutrophication-like effects of climate change, especially in the case of a warming epilimnion.

[1]  David P. Hamilton,et al.  Trends and abrupt changes in 104 years of ice cover and water temperature in a dimictic lake in response to air temperature, wind speed, and water clarity drivers , 2016 .

[2]  David P. Hamilton,et al.  Rapid and highly variable warming of lake surface waters around the globe , 2015 .

[3]  Lesley B. Knoll,et al.  Ecological consequences of long-term browning in lakes , 2015, Scientific Reports.

[4]  Peter Brauer,et al.  Field‐aligned currents' scale analysis performed with the Swarm constellation , 2014 .

[5]  Jordan S. Read,et al.  Simulating 2368 temperate lakes reveals weak coherence in stratification phenology , 2014 .

[6]  I. Mokhov,et al.  Changes in atmospheric blocking characteristics within Euro-Atlantic region and Northern Hemisphere as a whole in the 21st century from model simulations using RCP anthropogenic scenarios , 2014 .

[7]  B. Majone,et al.  Prediction of surface temperature in lakes with different morphology using air temperature , 2014 .

[8]  Dara Entekhabi,et al.  Recent Arctic amplification and extreme mid-latitude weather , 2014 .

[9]  Mark Vetter,et al.  Simulating water temperatures and stratification of a pre‐alpine lake with a hydrodynamic model: calibration and sensitivity analysis of climatic input parameters , 2014 .

[10]  Irene Gregory-Eaves,et al.  Nutrients and water temperature are significant predictors of cyanobacterial biomass in a 1147 lakes data set , 2013 .

[11]  Marco Toffolon,et al.  A simple lumped model to convert air temperature into surface water temperature in lakes , 2013 .

[12]  M. Simona,et al.  Influence of atmospheric modes of variability on the limnological characteristics of large lakes south of the Alps: a new emerging paradigm , 2013, Hydrobiologia.

[13]  J. Read,et al.  Physical responses of small temperate lakes to variation in dissolved organic carbon concentrations , 2013 .

[14]  D. Imboden The Influence of Biogeochemical Processes on the Physics of Lakes , 2013 .

[15]  Renata E. Hari,et al.  The physical impact of the late 1980s climate regime shift on Swiss rivers and lakes , 2013 .

[16]  Oliver Köster,et al.  Harmful filamentous cyanobacteria favoured by reduced water turnover with lake warming , 2012 .

[17]  Monika Winder,et al.  Limnology: Lake warming mimics fertilization , 2012 .

[18]  J. Jokela,et al.  Effects of re-oligotrophication and climate warming on plankton richness and community stability in a deep mesotrophic lake , 2012 .

[19]  D. Gerten,et al.  Windows of change: temporal scale of analysis is decisive to detect ecosystem responses to climate change , 2012, Marine Biology.

[20]  B. Qin,et al.  Predicting the light attenuation coefficient through Secchi disk depth and beam attenuation coefficient in a large, shallow, freshwater lake , 2012, Hydrobiologia.

[21]  R. Ranzi,et al.  Data reconstruction and homogenization for reducing uncertainties in high-resolution climate analysis in Alpine regions , 2012, Theoretical and Applied Climatology.

[22]  Edward G. Stets,et al.  The regional abundance and size distribution of lakes and reservoirs in the United States and implications for estimates of global lake extent , 2012 .

[23]  David P. Hamilton,et al.  Derivation of lake mixing and stratification indices from high-resolution lake buoy data , 2011, Environ. Model. Softw..

[24]  R. Adrian,et al.  Consequences of changes in thermal regime for plankton diversity and trait composition in a polymictic lake: a matter of temporal scale , 2011 .

[25]  D. Baker,et al.  Context for re-evaluating agricultural source phosphorus loadings to the Great Lakes , 2011, Canadian Journal of Soil Science.

[26]  M. Kenney,et al.  Our current understanding of lake ecosystem response to climate change: What have we really learned , 2011 .

[27]  J. Gunn,et al.  Effects of thermocline deepening on lake plankton communities , 2011 .

[28]  A. Brinker,et al.  Oligotrophication outweighs effects of global warming in a large, deep, stratified lake ecosystem , 2010 .

[29]  G. Weyhenmeyer,et al.  Lakes as sentinels of climate change , 2009, Limnology and oceanography.

[30]  M. Simona,et al.  Exceptional mixing events in meromictic Lake Lugano (Switzerland/Italy), studied using environmental tracers , 2009 .

[31]  Pierre Etchevers,et al.  Reanalysis of 44 Yr of Climate in the French Alps (1958-2002): Methodology, Model Validation, Climatology, and Trends for Air Temperature and Precipitation , 2009 .

[32]  I. Jones,et al.  The effect of water colour on lake hydrodynamics: a modelling study , 2008 .

[33]  Elena Litchman,et al.  Trait-Based Community Ecology of Phytoplankton , 2008 .

[34]  H. Paerl,et al.  Blooms Like It Hot , 2008, Science.

[35]  Yeala Shaked,et al.  The role of unchelated Fe in the iron nutrition of phytoplankton , 2008 .

[36]  Eleanor Jennings,et al.  Large‐scale climatic signatures in lakes across Europe: a meta‐analysis , 2007 .

[37]  O. Anneville,et al.  Twenty years of spatially coherent deepwater warming in lakes across Europe related to the North Atlantic Oscillation , 2006 .

[38]  J. Elliott,et al.  Phytoplankton communities and antecedent conditions: high resolution sampling in Esthwaite Water , 2006 .

[39]  J. Downing,et al.  The global abundance and size distribution of lakes, ponds, and impoundments , 2006 .

[40]  J. Gunn,et al.  Variations in Epilimnion Thickness in Small Boreal Shield Lakes: Relationships with Transparency, Weather and Acidification , 2006, Environmental monitoring and assessment.

[41]  Charles Goldman,et al.  The Warming of Lake Tahoe , 2006 .

[42]  A. Nicklisch,et al.  Long‐term response of a shallow, moderately flushed lake to reduced external phosphorus and nitrogen loading , 2005 .

[43]  Jan Köhler,et al.  Lake responses to reduced nutrient loading - an analysis of contemporary long-term data from 35 case studies , 2005 .

[44]  C. Reynolds,et al.  Quantifying effects of phytoplankton on the heat budgets of two large limnetic enclosures , 2005 .

[45]  D. G. George,et al.  The influence of the North Atlantic Oscillation on the physical, chemical and biological characteristics of four lakes in the English Lake District , 2004 .

[46]  Kurt Hornik,et al.  Testing and dating of structural changes in practice , 2003, Comput. Stat. Data Anal..

[47]  David M. Livingstone,et al.  Impact of Secular Climate Change on the Thermal Structure of a Large Temperate Central European Lake , 2003 .

[48]  E. Jeppesen,et al.  Response of phytoplankton, zooplankton, and fish to re-oligotrophication: An 11 year study of 23 Danish lakes , 2002 .

[49]  K. Hanawa,et al.  Regime shifts found in the Northern Hemisphere SST field , 2002 .

[50]  Achim Zeileis,et al.  Strucchange: An R package for testing for structural change in linear regression models , 2002 .

[51]  Dieter Gerten,et al.  Differences in the persistency of the North Atlantic Oscillation signal among lakes , 2001 .

[52]  Ed Snucins,et al.  Interannual variation in the thermal structure of clear and colored lakes , 2000 .

[53]  W. Ambrosetti,et al.  Deep water warming in lakes: an indicator of climatic change , 1999 .

[54]  R. Hecky,et al.  Effects of lake size, water clarity, and climatic variability on mixing depths in Canadian Shield lakes , 1996 .

[55]  William D. Taylor,et al.  Thermal structure of lakes varying in size and water clarity , 1994 .

[56]  D. Andrews Tests for Parameter Instability and Structural Change with Unknown Change Point , 1993 .

[57]  Heinz G. Stefan,et al.  Regional water temperature characteristics of lakes subjected to climate change , 1992 .

[58]  Heinz G. Stefan,et al.  Propagation of uncertainty due to variable meteorological forcing in lake temperature models , 1992 .

[59]  H. Stefan,et al.  Three Case Studies of Lake Temperature and Stratification Response to Warmer Climate , 1991 .

[60]  P. Finckh Heat-Flow Measurements in 17 Perialpine Lakes , 1981 .

[61]  D. Schindler,et al.  Eutrophication and Recovery in Experimental Lakes: Implications for Lake Management , 1974, Science.

[62]  R. Bachmann,et al.  HYPOLIMNETIC HEATING IN CASTLE LAKE, CALIFORNIA1 , 1965 .

[63]  E. Jennings,et al.  Clearing the muddy waters: using lake sediment records to inform agricultural management , 2014, Journal of Paleolimnology.

[64]  D. Meals,et al.  Lag time in water quality response to best management practices: a review. , 2010, Journal of environmental quality.

[65]  D. Schindler The cumulative effects of climate warming and other human stresses on Canadian freshwaters in the new millennium , 2001 .

[66]  P. Perron,et al.  Computation and Analysis of Multiple Structural-Change Models , 1998 .

[67]  Dieter M. Imboden,et al.  Mixing Mechanisms in Lakes , 1995 .

[68]  L. Håkanson An ecological risk index for aquatic pollution control.a sedimentological approach , 1980 .