Articles | Volume 20, issue 5
https://doi.org/10.5194/hess-20-1681-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-20-1681-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
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
Madeline R. Magee
Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, Wisconsin, USA
Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, Wisconsin, USA
Dale M. Robertson
Wisconsin Water Science Center, US Geological Survey, Middleton, Wisconsin, USA
Richard C. Lathrop
Center for Limnology, University of Wisconsin-Madison, Madison, Wisconsin, USA
David P. Hamilton
Environmental Research Institute, University of Waikato, Hamilton, New Zealand
Related authors
Madeline R. Magee and Chin H. Wu
Hydrol. Earth Syst. Sci., 21, 6253–6274, https://doi.org/10.5194/hess-21-6253-2017, https://doi.org/10.5194/hess-21-6253-2017, 2017
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Water temperatures and stratification in three morphometrically different lakes over the century are examined. Simulations showed that epilimnetic temperatures increased, hypolimnetic temperatures decreased, the length of the stratified season increased due to earlier stratification onset and later fall overturn, and stability increased. Results showed that wind speed has a large effect on temperature and stratification variables, sometimes greater than changes in air temperature.
Malgorzata Golub, Wim Thiery, Rafael Marcé, Don Pierson, Inne Vanderkelen, Daniel Mercado-Bettin, R. Iestyn Woolway, Luke Grant, Eleanor Jennings, Benjamin M. Kraemer, Jacob Schewe, Fang Zhao, Katja Frieler, Matthias Mengel, Vasiliy Y. Bogomolov, Damien Bouffard, Marianne Côté, Raoul-Marie Couture, Andrey V. Debolskiy, Bram Droppers, Gideon Gal, Mingyang Guo, Annette B. G. Janssen, Georgiy Kirillin, Robert Ladwig, Madeline Magee, Tadhg Moore, Marjorie Perroud, Sebastiano Piccolroaz, Love Raaman Vinnaa, Martin Schmid, Tom Shatwell, Victor M. Stepanenko, Zeli Tan, Bronwyn Woodward, Huaxia Yao, Rita Adrian, Mathew Allan, Orlane Anneville, Lauri Arvola, Karen Atkins, Leon Boegman, Cayelan Carey, Kyle Christianson, Elvira de Eyto, Curtis DeGasperi, Maria Grechushnikova, Josef Hejzlar, Klaus Joehnk, Ian D. Jones, Alo Laas, Eleanor B. Mackay, Ivan Mammarella, Hampus Markensten, Chris McBride, Deniz Özkundakci, Miguel Potes, Karsten Rinke, Dale Robertson, James A. Rusak, Rui Salgado, Leon van der Linden, Piet Verburg, Danielle Wain, Nicole K. Ward, Sabine Wollrab, and Galina Zdorovennova
Geosci. Model Dev., 15, 4597–4623, https://doi.org/10.5194/gmd-15-4597-2022, https://doi.org/10.5194/gmd-15-4597-2022, 2022
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Lakes and reservoirs are warming across the globe. To better understand how lakes are changing and to project their future behavior amidst various sources of uncertainty, simulations with a range of lake models are required. This in turn requires international coordination across different lake modelling teams worldwide. Here we present a protocol for and results from coordinated simulations of climate change impacts on lakes worldwide.
Madeline R. Magee and Chin H. Wu
Hydrol. Earth Syst. Sci., 21, 6253–6274, https://doi.org/10.5194/hess-21-6253-2017, https://doi.org/10.5194/hess-21-6253-2017, 2017
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Water temperatures and stratification in three morphometrically different lakes over the century are examined. Simulations showed that epilimnetic temperatures increased, hypolimnetic temperatures decreased, the length of the stratified season increased due to earlier stratification onset and later fall overturn, and stability increased. Results showed that wind speed has a large effect on temperature and stratification variables, sometimes greater than changes in air temperature.
Jonathan M. Abell, David P. Hamilton, and Christopher G. McBride
Hydrol. Earth Syst. Sci., 20, 2395–2401, https://doi.org/10.5194/hess-20-2395-2016, https://doi.org/10.5194/hess-20-2395-2016, 2016
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We comment on "Using groundwater age and hydrochemistry to understand sources and dynamics of nutrient contamination through the catchment into Lake Rotorua, New Zealand" by Morgenstern et al. (2015). They propose that "the only effective way to limit algae blooms and improve lake water quality in such environments is by limiting the nitrate load". We outline four reasons why it is important to instead limit both phosphorus and nitrogen loads to this iconic lake, consistent with current policy.
W. Me, J. M. Abell, and D. P. Hamilton
Hydrol. Earth Syst. Sci., 19, 4127–4147, https://doi.org/10.5194/hess-19-4127-2015, https://doi.org/10.5194/hess-19-4127-2015, 2015
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This study examined the applicability of the SWAT model to a moderately steep, temperate, small–sized catchment in Rotorua, New Zealand. It highlighted the importance of using high–frequency, event–based monitoring data for model calibration to alleviate the potential of underestimation of storm–driven fluxes. Parameter sensitivity was quantified for discharge, sediment and nutrient fluxes dependent on the relative dominance of base flow and quick flow.
Related subject area
Subject: Rivers and Lakes | Techniques and Approaches: Modelling approaches
Estimating velocity distribution and flood discharge at river bridges using entropy theory – insights from computational fluid dynamics flow fields
Isotopic evaluation of the National Water Model reveals missing agricultural irrigation contributions to streamflow across the western United States
Timing of spring events changes under modelled future climate scenarios in a mesotrophic lake
Effects of high-quality elevation data and explanatory variables on the accuracy of flood inundation mapping via Height Above Nearest Drainage
A hybrid data-driven approach to analyze the drivers of lake level dynamics
Understanding the compound flood risk along the coast of the contiguous United States
Benchmarking high-resolution hydrologic model performance of long-term retrospective streamflow simulations in the contiguous United States
Sources of skill in lake temperature, discharge and ice-off seasonal forecasting tools
Past and future climate change effects on the thermal regime and oxygen solubility of four peri-alpine lakes
Exploring tracer information in a small stream to improve parameter identifiability and enhance the process interpretation in transient storage models
How do inorganic nitrogen processing pathways change quantitatively at daily, seasonal, and multiannual scales in a large agricultural stream?
Seasonal forecasting of lake water quality and algal bloom risk using a continuous Gaussian Bayesian network
Spatially referenced Bayesian state-space model of total phosphorus in western Lake Erie
Future water temperature of rivers in Switzerland under climate change investigated with physics-based models
Physical controls and a priori estimation of raising land surface elevation across the southwestern Bangladesh delta using tidal river management
Evaluation and interpretation of convolutional long short-term memory networks for regional hydrological modelling
Synthesizing the impacts of baseflow contribution on concentration–discharge (C–Q) relationships across Australia using a Bayesian hierarchical model
Calibrating 1D hydrodynamic river models in the absence of cross-section geometry using satellite observations of water surface elevation and river width
A global algorithm for identifying changing streamflow regimes: application to Canadian natural streams (1966–2010)
Streamflow drought: implication of drought definitions and its application for drought forecasting
Quantifying floodwater impacts on a lake water budget via volume-dependent transient stable isotope mass balance
River runoff in Switzerland in a changing climate – changes in moderate extremes and their seasonality
River runoff in Switzerland in a changing climate – runoff regime changes and their time of emergence
Machine-learning methods for stream water temperature prediction
Bathymetry and latitude modify lake warming under ice
Lake thermal structure drives interannual variability in summer anoxia dynamics in a eutrophic lake over 37 years
Reservoir evaporation in a Mediterranean climate: comparing direct methods in Alqueva Reservoir, Portugal
Diverging hydrological drought traits over Europe with global warming
Anthropogenic influence on the Rhine water temperatures
A new form of the Saint-Venant equations for variable topography
Simulations of future changes in thermal structure of Lake Erken: proof of concept for ISIMIP2b lake sector local simulation strategy
Assessment of the geomorphic effectiveness of controlled floods in a braided river using a reduced-complexity numerical model
Worldwide lake level trends and responses to background climate variation
Modeling inorganic carbon dynamics in the Seine River continuum in France
A data-based predictive model for spatiotemporal variability in stream water quality
Flooding in the Mekong Delta: the impact of dyke systems on downstream hydrodynamics
Reconstruction of the 1941 GLOF process chain at Lake Palcacocha (Cordillera Blanca, Peru)
Historical modelling of changes in Lake Erken thermal conditions
Improving lake mixing process simulations in the Community Land Model by using K profile parameterization
Upgraded global mapping information for earth system modelling: an application to surface water depth at the ECMWF
Sediment transport modelling in riverine environments: on the importance of grain-size distribution, sediment density, and suspended sediment concentrations at the upstream boundary
Replication of ecologically relevant hydrological indicators following a modified covariance approach to hydrological model parameterization
Lidar-based approaches for estimating solar insolation in heavily forested streams
Numerical study on the response of the largest lake in China to climate change
Unraveling the hydrological budget of isolated and seasonally contrasted subtropical lakes
Future projections of temperature and mixing regime of European temperate lakes
Conservative finite-volume forms of the Saint-Venant equations for hydrology and urban drainage
Modelling Lake Titicaca's daily and monthly evaporation
Principal components of thermal regimes in mountain river networks
Modelling the water balance of Lake Victoria (East Africa) – Part 1: Observational analysis
Farhad Bahmanpouri, Tommaso Lazzarin, Silvia Barbetta, Tommaso Moramarco, and Daniele P. Viero
Hydrol. Earth Syst. Sci., 28, 3717–3737, https://doi.org/10.5194/hess-28-3717-2024, https://doi.org/10.5194/hess-28-3717-2024, 2024
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The entropy model is a reliable tool to estimate flood discharge in rivers using observed level and surface velocity. Often, level and velocity sensors are placed on bridges, which may disturb the flow. Using accurate numerical models, we explored the entropy model reliability nearby a multi-arch bridge. We found that it is better to place sensors and to estimate the discharge upstream of bridges; downstream, the entropy model needs the river-wide distribution of surface velocity as input data.
Annie L. Putman, Patrick C. Longley, Morgan C. McDonnell, James Reddy, Michelle Katoski, Olivia L. Miller, and J. Renée Brooks
Hydrol. Earth Syst. Sci., 28, 2895–2918, https://doi.org/10.5194/hess-28-2895-2024, https://doi.org/10.5194/hess-28-2895-2024, 2024
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Accuracy of streamflow estimates where water management and use are prevalent, such as the western US, reflect hydrologic modeling decisions. To evaluate process inclusion decisions, we equipped a hydrologic model with tracers and compared estimates to observations. The tracer-equipped model performed well, and differences between the model and observations suggest that the inclusion of water from irrigation may improve model performance in this region.
Jorrit P. Mesman, Inmaculada C. Jiménez-Navarro, Ana I. Ayala, Javier Senent-Aparicio, Dennis Trolle, and Don C. Pierson
Hydrol. Earth Syst. Sci., 28, 1791–1802, https://doi.org/10.5194/hess-28-1791-2024, https://doi.org/10.5194/hess-28-1791-2024, 2024
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Spring events in lakes are key processes for ecosystem functioning. We used a coupled catchment–lake model to investigate future changes in the timing of spring discharge, ice-off, spring phytoplankton peak, and onset of stratification in a mesotrophic lake. We found a clear trend towards earlier occurrence under climate warming but also that relative shifts in the timing occurred, such as onset of stratification advancing more slowly than the other events.
Fernando Aristizabal, Taher Chegini, Gregory Petrochenkov, Fernando Salas, and Jasmeet Judge
Hydrol. Earth Syst. Sci., 28, 1287–1315, https://doi.org/10.5194/hess-28-1287-2024, https://doi.org/10.5194/hess-28-1287-2024, 2024
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Floods are significant natural disasters that affect people and property. This study uses a simplified terrain index and the latest lidar-derived digital elevation maps (DEMs) to investigate flood inundation extent quality. We examined inundation quality influenced by different spatial resolutions and other variables. Results showed that lidar DEMs enhance inundation quality, but their resolution is less impactful in our context. Further studies on reservoirs and urban flooding are recommended.
Márk Somogyvári, Dieter Scherer, Frederik Bart, Ute Fehrenbach, Akpona Okujeni, and Tobias Krueger
EGUsphere, https://doi.org/10.5194/egusphere-2023-2111, https://doi.org/10.5194/egusphere-2023-2111, 2023
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We study the drivers behind the changes in lake levels, via creating a series of models from least to more complex. In this study we have shown that the decreasing levels of the Groß Glienicker Lake in Germany are not simply the result of changes in climate, but it is affected by other processes. In our example reduced inflow from a growing forest, regionally sinking groundwater levels and the modifications in the local rainwater infrastructure together resulted in an increasing lake level loss.
Dongyu Feng, Zeli Tan, Donghui Xu, and L. Ruby Leung
Hydrol. Earth Syst. Sci., 27, 3911–3934, https://doi.org/10.5194/hess-27-3911-2023, https://doi.org/10.5194/hess-27-3911-2023, 2023
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This study assesses the flood risks concurrently induced by river flooding and coastal storm surge along the coast of the contiguous United States using statistical and numerical models. We reveal a few hotspots of such risks, the critical spatial variabilities within a river basin and over the whole US coast, and the uncertainties of the risk assessment. We highlight the importance of weighing different risk measures to avoid underestimating or exaggerating the compound flood impacts.
Erin Towler, Sydney S. Foks, Aubrey L. Dugger, Jesse E. Dickinson, Hedeff I. Essaid, David Gochis, Roland J. Viger, and Yongxin Zhang
Hydrol. Earth Syst. Sci., 27, 1809–1825, https://doi.org/10.5194/hess-27-1809-2023, https://doi.org/10.5194/hess-27-1809-2023, 2023
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Hydrologic models developed to assess water availability need to be systematically evaluated. This study evaluates the long-term performance of two high-resolution hydrologic models that simulate streamflow across the contiguous United States. Both models show similar performance overall and regionally, with better performance in minimally disturbed basins than in those impacted by human activity. At about 80 % of the sites, both models outperform the seasonal climatological benchmark.
François Clayer, Leah Jackson-Blake, Daniel Mercado-Bettín, Muhammed Shikhani, Andrew French, Tadhg Moore, James Sample, Magnus Norling, Maria-Dolores Frias, Sixto Herrera, Elvira de Eyto, Eleanor Jennings, Karsten Rinke, Leon van der Linden, and Rafael Marcé
Hydrol. Earth Syst. Sci., 27, 1361–1381, https://doi.org/10.5194/hess-27-1361-2023, https://doi.org/10.5194/hess-27-1361-2023, 2023
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We assessed the predictive skill of forecasting tools over the next season for water discharge and lake temperature. Tools were forced with seasonal weather predictions; however, most of the prediction skill originates from legacy effects and not from seasonal weather predictions. Yet, when skills from seasonal weather predictions are present, additional skill comes from interaction effects. Skilful lake seasonal predictions require better weather predictions and realistic antecedent conditions.
Olivia Desgué-Itier, Laura Melo Vieira Soares, Orlane Anneville, Damien Bouffard, Vincent Chanudet, Pierre Alain Danis, Isabelle Domaizon, Jean Guillard, Théo Mazure, Najwa Sharaf, Frédéric Soulignac, Viet Tran-Khac, Brigitte Vinçon-Leite, and Jean-Philippe Jenny
Hydrol. Earth Syst. Sci., 27, 837–859, https://doi.org/10.5194/hess-27-837-2023, https://doi.org/10.5194/hess-27-837-2023, 2023
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The long-term effects of climate change will include an increase in lake surface and deep water temperatures. Incorporating up to 6 decades of limnological monitoring into an improved 1D lake model approach allows us to predict the thermal regime and oxygen solubility in four peri-alpine lakes over the period 1850–2100. Our modeling approach includes a revised selection of forcing variables and provides a way to investigate the impacts of climate variations on lakes for centennial timescales.
Enrico Bonanno, Günter Blöschl, and Julian Klaus
Hydrol. Earth Syst. Sci., 26, 6003–6028, https://doi.org/10.5194/hess-26-6003-2022, https://doi.org/10.5194/hess-26-6003-2022, 2022
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There is an unclear understanding of which processes regulate the transport of water, solutes, and pollutants in streams. This is crucial since these processes control water quality in river networks. Compared to other approaches, we obtained clearer insights into the processes controlling solute transport in the investigated reach. This work highlights the risks of using uncertain results for interpreting the processes controlling water movement in streams.
Jingshui Huang, Dietrich Borchardt, and Michael Rode
Hydrol. Earth Syst. Sci., 26, 5817–5833, https://doi.org/10.5194/hess-26-5817-2022, https://doi.org/10.5194/hess-26-5817-2022, 2022
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In this study, we set up a water quality model using a 5-year paired high-frequency water quality dataset from a large agricultural stream. The simulations were compared with the 15 min interval measurements and showed very good fits. Based on these, we quantified the N uptake pathway rates and efficiencies at daily, seasonal, and yearly scales. This study offers an overarching understanding of N processing in large agricultural streams across different temporal scales.
Leah A. Jackson-Blake, François Clayer, Sigrid Haande, James E. Sample, and S. Jannicke Moe
Hydrol. Earth Syst. Sci., 26, 3103–3124, https://doi.org/10.5194/hess-26-3103-2022, https://doi.org/10.5194/hess-26-3103-2022, 2022
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We develop a Gaussian Bayesian network (GBN) for seasonal forecasting of lake water quality and algal bloom risk in a nutrient-impacted lake in southern Norway. Bayesian networks are powerful tools for environmental modelling but are almost exclusively discrete. We demonstrate that a continuous GBN is a promising alternative approach. Predictive performance of the GBN was similar or improved compared to a discrete network, and it was substantially less time-consuming and subjective to develop.
Timothy J. Maguire, Craig A. Stow, and Casey M. Godwin
Hydrol. Earth Syst. Sci., 26, 1993–2017, https://doi.org/10.5194/hess-26-1993-2022, https://doi.org/10.5194/hess-26-1993-2022, 2022
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Water within large water bodies is constantly moving. Consequently, water movement masks causal relationships that exist between rivers and lakes. Incorporating water movement into models of nutrient concentration allows us to predict concentrations at unobserved locations and at observed locations on days not sampled. Our modeling approach does this while accommodating nutrient concentration data from multiple sources and provides a way to experimentally define the impact of rivers on lakes.
Adrien Michel, Bettina Schaefli, Nander Wever, Harry Zekollari, Michael Lehning, and Hendrik Huwald
Hydrol. Earth Syst. Sci., 26, 1063–1087, https://doi.org/10.5194/hess-26-1063-2022, https://doi.org/10.5194/hess-26-1063-2022, 2022
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This study presents an extensive study of climate change impacts on river temperature in Switzerland. Results show that, even for low-emission scenarios, water temperature increase will lead to adverse effects for both ecosystems and socio-economic sectors throughout the 21st century. For high-emission scenarios, the effect will worsen. This study also shows that water seasonal warming will be different between the Alpine regions and the lowlands. Finally, efficiency of models is assessed.
Md Feroz Islam, Paul P. Schot, Stefan C. Dekker, Jasper Griffioen, and Hans Middelkoop
Hydrol. Earth Syst. Sci., 26, 903–921, https://doi.org/10.5194/hess-26-903-2022, https://doi.org/10.5194/hess-26-903-2022, 2022
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The potential of sedimentation in the lowest parts of polders (beels) through controlled flooding with dike breach (tidal river management – TRM) to counterbalance relative sea level rise (RSLR) in 234 beels of SW Bangladesh is determined in this study, using 2D models and multiple regression. Lower beels located closer to the sea have the highest potential. Operating TRM only during the monsoon season is sufficient to raise the land surface of most beels by more than 3 times the yearly RSLR.
Sam Anderson and Valentina Radić
Hydrol. Earth Syst. Sci., 26, 795–825, https://doi.org/10.5194/hess-26-795-2022, https://doi.org/10.5194/hess-26-795-2022, 2022
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We develop and interpret a spatiotemporal deep learning model for regional streamflow prediction at more than 200 stream gauge stations in western Canada. We find the novel modelling style to work very well for daily streamflow prediction. Importantly, we interpret model learning to show that it has learned to focus on physically interpretable and physically relevant information, which is a highly desirable quality of machine-learning-based hydrological models.
Danlu Guo, Camille Minaudo, Anna Lintern, Ulrike Bende-Michl, Shuci Liu, Kefeng Zhang, and Clément Duvert
Hydrol. Earth Syst. Sci., 26, 1–16, https://doi.org/10.5194/hess-26-1-2022, https://doi.org/10.5194/hess-26-1-2022, 2022
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We investigate the impact of baseflow contribution on concentration–flow (C–Q) relationships across the Australian continent. We developed a novel Bayesian hierarchical model for six water quality variables across 157 catchments that span five climate zones. For sediments and nutrients, the C–Q slope is generally steeper for catchments with a higher median and a greater variability of baseflow contribution, highlighting the key role of variable flow pathways in particulate and solute export.
Liguang Jiang, Silja Westphal Christensen, and Peter Bauer-Gottwein
Hydrol. Earth Syst. Sci., 25, 6359–6379, https://doi.org/10.5194/hess-25-6359-2021, https://doi.org/10.5194/hess-25-6359-2021, 2021
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River roughness and geometry are essential to hydraulic river models. However, measurements of these quantities are not available in most rivers globally. Nevertheless, simultaneous calibration of channel geometric parameters and roughness is difficult as they compensate for each other. This study introduces an alternative approach of parameterization and calibration that reduces parameter correlations by combining cross-section geometry and roughness into a conveyance parameter.
Masoud Zaerpour, Shadi Hatami, Javad Sadri, and Ali Nazemi
Hydrol. Earth Syst. Sci., 25, 5193–5217, https://doi.org/10.5194/hess-25-5193-2021, https://doi.org/10.5194/hess-25-5193-2021, 2021
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Streamflow regimes are changing globally particularly in cold regions. We develop a novel algorithm for detecting shifting streamflow regimes using changes in first and second moments of ensemble streamflow features. This algorithm is generic and can be used globally. To showcase its application, we assess alterations in Canadian natural streams from 1966 to 2010 to provide the first temporally consistent, pan-Canadian assessment of change in natural streamflow regimes, coast to coast to coast.
Samuel J. Sutanto and Henny A. J. Van Lanen
Hydrol. Earth Syst. Sci., 25, 3991–4023, https://doi.org/10.5194/hess-25-3991-2021, https://doi.org/10.5194/hess-25-3991-2021, 2021
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This paper provides a comprehensive overview of the differences within streamflow droughts derived using different identification approaches, namely the variable threshold, fixed threshold, and the Standardized Streamflow Index, including an analysis of both historical drought and implications for forecasting. Our results clearly show that streamflow droughts derived from different approaches deviate from each other in terms of drought occurrence, timing, duration, and deficit volume.
Janie Masse-Dufresne, Florent Barbecot, Paul Baudron, and John Gibson
Hydrol. Earth Syst. Sci., 25, 3731–3757, https://doi.org/10.5194/hess-25-3731-2021, https://doi.org/10.5194/hess-25-3731-2021, 2021
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A volume-dependent transient isotopic mass balance model was developed for an artificial lake in Canada, in a context where direct measurements of surface water fluxes are difficult. It revealed that floodwater inputs affected the dynamics of the lake in spring but also significantly influenced the long-term water balance due to temporary subsurface storage of floodwater. Such models are paramount for understanding the vulnerability of lakes to changes in groundwater quantity and quality.
Regula Muelchi, Ole Rössler, Jan Schwanbeck, Rolf Weingartner, and Olivia Martius
Hydrol. Earth Syst. Sci., 25, 3577–3594, https://doi.org/10.5194/hess-25-3577-2021, https://doi.org/10.5194/hess-25-3577-2021, 2021
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This study analyses changes in magnitude, frequency, and seasonality of moderate low and high flows for 93 catchments in Switzerland. In lower-lying catchments (below 1500 m a.s.l.), moderate low-flow magnitude (frequency) will decrease (increase). In Alpine catchments (above 1500 m a.s.l.), moderate low-flow magnitude (frequency) will increase (decrease). Moderate high flows tend to occur more frequent, and their magnitude increases in most catchments except some Alpine catchments.
Regula Muelchi, Ole Rössler, Jan Schwanbeck, Rolf Weingartner, and Olivia Martius
Hydrol. Earth Syst. Sci., 25, 3071–3086, https://doi.org/10.5194/hess-25-3071-2021, https://doi.org/10.5194/hess-25-3071-2021, 2021
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Runoff regimes in Switzerland will change significantly under climate change. Projected changes are strongly elevation dependent with earlier time of emergence and stronger changes in high-elevation catchments where snowmelt and glacier melt play an important role. The magnitude of change and the climate model agreement on the sign increase with increasing global mean temperatures and stronger emission scenarios. This amplification highlights the importance of climate change mitigation.
Moritz Feigl, Katharina Lebiedzinski, Mathew Herrnegger, and Karsten Schulz
Hydrol. Earth Syst. Sci., 25, 2951–2977, https://doi.org/10.5194/hess-25-2951-2021, https://doi.org/10.5194/hess-25-2951-2021, 2021
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In this study we developed machine learning approaches for daily river water temperature prediction, using different data preprocessing methods, six model types, a range of different data inputs and 10 study catchments. By comparing to current state-of-the-art models, we could show a significant improvement of prediction performance of the tested approaches. Furthermore, we could gain insight into the relationships between model types, input data and predicted stream water temperature.
Cintia L. Ramón, Hugo N. Ulloa, Tomy Doda, Kraig B. Winters, and Damien Bouffard
Hydrol. Earth Syst. Sci., 25, 1813–1825, https://doi.org/10.5194/hess-25-1813-2021, https://doi.org/10.5194/hess-25-1813-2021, 2021
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When solar radiation penetrates the frozen surface of lakes, shallower zones underneath warm faster than deep interior waters. This numerical study shows that the transport of excess heat to the lake interior depends on the lake circulation, affected by Earth's rotation, and controls the lake warming rates and the spatial distribution of the heat flux across the ice–water interface. This work contributes to the understanding of the circulation and thermal structure patterns of ice-covered lakes.
Robert Ladwig, Paul C. Hanson, Hilary A. Dugan, Cayelan C. Carey, Yu Zhang, Lele Shu, Christopher J. Duffy, and Kelly M. Cobourn
Hydrol. Earth Syst. Sci., 25, 1009–1032, https://doi.org/10.5194/hess-25-1009-2021, https://doi.org/10.5194/hess-25-1009-2021, 2021
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Using a modeling framework applied to 37 years of dissolved oxygen time series data from Lake Mendota, we identified the timing and intensity of thermal energy stored in the lake water column, the lake's resilience to mixing, and surface primary production as the most important drivers of interannual dynamics of low oxygen concentrations at the lake bottom. Due to climate change, we expect an increase in the spatial and temporal extent of low oxygen concentrations in Lake Mendota.
Carlos Miranda Rodrigues, Madalena Moreira, Rita Cabral Guimarães, and Miguel Potes
Hydrol. Earth Syst. Sci., 24, 5973–5984, https://doi.org/10.5194/hess-24-5973-2020, https://doi.org/10.5194/hess-24-5973-2020, 2020
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In Mediterranean environments, evaporation is a key component of reservoir water budgets. Prediction of surface evaporation becomes crucial for adequate reservoir water management. This study provides an applicable method for calculating evaporation based on pan measurements applied at Alqueva Reservoir (southern Portugal), one of the largest artificial lakes in Europe. Moreover, the methodology presented here could be applied to other Mediterranean reservoirs.
Carmelo Cammalleri, Gustavo Naumann, Lorenzo Mentaschi, Bernard Bisselink, Emiliano Gelati, Ad De Roo, and Luc Feyen
Hydrol. Earth Syst. Sci., 24, 5919–5935, https://doi.org/10.5194/hess-24-5919-2020, https://doi.org/10.5194/hess-24-5919-2020, 2020
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Climate change is anticipated to alter the demand and supply of water at the earth's surface. This study shows how hydrological droughts will change across Europe with increasing global warming levels, showing that at 3 K global warming an additional 11 million people and 4.5 ×106 ha of agricultural land will be exposed to droughts every year, on average. These effects are mostly located in the Mediterranean and Atlantic regions of Europe.
Alex Zavarsky and Lars Duester
Hydrol. Earth Syst. Sci., 24, 5027–5041, https://doi.org/10.5194/hess-24-5027-2020, https://doi.org/10.5194/hess-24-5027-2020, 2020
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River water temperature is an important parameter for water quality and an important variable for physical, chemical and biological processes. River water is also used as a cooling agent by power plants and production facilities. We study long-term trends in river water temperature and correlate them to meteorological influences and power production or economic indices.
Cheng-Wei Yu, Ben R. Hodges, and Frank Liu
Hydrol. Earth Syst. Sci., 24, 4001–4024, https://doi.org/10.5194/hess-24-4001-2020, https://doi.org/10.5194/hess-24-4001-2020, 2020
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This study investigates the effects of bottom slope discontinuity on the stability of numerical solutions for the Saint-Venant equations. A new reference slope concept is proposed to ensure smooth source terms and eliminate potential numerical oscillations. It is shown that a simple algebraic transformation of channel geometry provides a smooth reference slope while preserving the correct cross-sectional flow area and the piezometric pressure gradient that drives the flow.
Ana I. Ayala, Simone Moras, and Donald C. Pierson
Hydrol. Earth Syst. Sci., 24, 3311–3330, https://doi.org/10.5194/hess-24-3311-2020, https://doi.org/10.5194/hess-24-3311-2020, 2020
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The impacts of different levels of global warming on the thermal structure of Lake Erken are assessed. We used the General Ocean Turbulence Model (GOTM) to simulate water temperature driven by meteorological scenarios supplied by the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) and tested its ability at different frequencies. Then, daily ISIMIP meteorological scenarios were disaggregated and assessed for the effects of climate change on lake thermal structure.
Luca Ziliani, Nicola Surian, Gianluca Botter, and Luca Mao
Hydrol. Earth Syst. Sci., 24, 3229–3250, https://doi.org/10.5194/hess-24-3229-2020, https://doi.org/10.5194/hess-24-3229-2020, 2020
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Although geomorphic recovery is a key issue in many rivers worldwide, controlled floods have been rarely designed using geomorphological criteria. An integrated approach is used to assess the effects of different controlled-flood scenarios in a strongly regulated river. None of the controlled-flood strategies provide significant morphological benefits. Nevertheless, this study represents a significant contribution for the management and restoration of highly disturbed rivers.
Benjamin M. Kraemer, Anton Seimon, Rita Adrian, and Peter B. McIntyre
Hydrol. Earth Syst. Sci., 24, 2593–2608, https://doi.org/10.5194/hess-24-2593-2020, https://doi.org/10.5194/hess-24-2593-2020, 2020
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Lake levels go up and down due to natural variability in the climate. But the effects of natural variability on lake levels can sometimes be confused for the influence of humans. Here we used long-term data from 200 globally distributed lakes and an advanced statistical approach to show that the effects of natural variability on lake levels can be disentangled from other effects leading to better estimates of long-term changes that may be partially caused by humans.
Audrey Marescaux, Vincent Thieu, Nathalie Gypens, Marie Silvestre, and Josette Garnier
Hydrol. Earth Syst. Sci., 24, 2379–2398, https://doi.org/10.5194/hess-24-2379-2020, https://doi.org/10.5194/hess-24-2379-2020, 2020
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Rivers have been recognized as an active part of the carbon cycle where transformations are associated with CO2 outgassing. To understand it, we propose a modeling approach with the biogeochemical model, pyNuts-Riverstrahler. We implemented it on the human-impacted Seine River. Sources of carbon to the river were characterized by field measurements in groundwater and in wastewater. Outgassing was the most important in streams, and peaks were simulated downstream of wastewater treatment effluent.
Danlu Guo, Anna Lintern, J. Angus Webb, Dongryeol Ryu, Ulrike Bende-Michl, Shuci Liu, and Andrew William Western
Hydrol. Earth Syst. Sci., 24, 827–847, https://doi.org/10.5194/hess-24-827-2020, https://doi.org/10.5194/hess-24-827-2020, 2020
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This study developed predictive models to represent the spatial and temporal variation of stream water quality across Victoria, Australia. The model structures were informed by a data-driven approach, which identified the key controls of water quality variations from long-term records. These models are helpful to identify likely future changes in water quality and, in turn, provide critical information for developing management strategies to improve stream water quality.
Vo Quoc Thanh, Dano Roelvink, Mick van der Wegen, Johan Reyns, Herman Kernkamp, Giap Van Vinh, and Vo Thi Phuong Linh
Hydrol. Earth Syst. Sci., 24, 189–212, https://doi.org/10.5194/hess-24-189-2020, https://doi.org/10.5194/hess-24-189-2020, 2020
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The Vietnamese Mekong Delta (VMD) is a rice bowl of not only Vietnam, but also the world; agriculture is the main source of livelihood in the delta. The VMD is facing threats related to water management and hydraulic structures. Dykes are built to protect agricultural crops in the floodplains and may influence water regimes downstream in the VMD. If the VMD floodplains are completely protected by dykes, yearly mean water levels could increase by 3 cm (at Can Tho) and 1.5 cm (at My Thuan).
Martin Mergili, Shiva P. Pudasaini, Adam Emmer, Jan-Thomas Fischer, Alejo Cochachin, and Holger Frey
Hydrol. Earth Syst. Sci., 24, 93–114, https://doi.org/10.5194/hess-24-93-2020, https://doi.org/10.5194/hess-24-93-2020, 2020
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In 1941, the glacial lagoon Lake Palcacocha in the Cordillera Blanca (Peru) drained suddenly. The resulting outburst flood/debris flow consumed another lake and had a disastrous impact on the town of Huaraz 23 km downstream. We reconstuct this event through a numerical model to learn about the possibility of prediction of similar processes in the future. Remaining challenges consist of the complex process interactions and the lack of experience due to the rare occurrence of such process chains.
Simone Moras, Ana I. Ayala, and Don C. Pierson
Hydrol. Earth Syst. Sci., 23, 5001–5016, https://doi.org/10.5194/hess-23-5001-2019, https://doi.org/10.5194/hess-23-5001-2019, 2019
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We used a hydrodynamic model to reconstruct daily historical water temperature of Lake Erken (Sweden) between 1961 and 2017 to demonstrate the ongoing effect of climate change on lake thermal conditions. The results show that the lake has warmed most rapidly in the last 30 years and that it is now subject to a longer and more stable stratification. The methods used here to reconstruct historical water temperature records can be easily extended to other lakes.
Qunhui Zhang, Jiming Jin, Xiaochun Wang, Phaedra Budy, Nick Barrett, and Sarah E. Null
Hydrol. Earth Syst. Sci., 23, 4969–4982, https://doi.org/10.5194/hess-23-4969-2019, https://doi.org/10.5194/hess-23-4969-2019, 2019
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We improved lake mixing process simulations by applying a vertical mixing scheme, K profile parameterization (KPP), in the Community Land Model (CLM) version 4.5, developed by the National Center for Atmospheric Research. The current vertical mixing scheme in CLM requires an arbitrarily enlarged eddy diffusivity to enhance water mixing. The coupled CLM-KPP considers a boundary layer for eddy development. The improved lake model provides an important tool for lake hydrology and ecosystem studies.
Margarita Choulga, Ekaterina Kourzeneva, Gianpaolo Balsamo, Souhail Boussetta, and Nils Wedi
Hydrol. Earth Syst. Sci., 23, 4051–4076, https://doi.org/10.5194/hess-23-4051-2019, https://doi.org/10.5194/hess-23-4051-2019, 2019
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Lakes influence weather and climate of regions, especially if several of them are located close by. Just by using upgraded lake depths, based on new or more recent measurements and geological methods of depth estimation, errors of lake surface water forecasts produced by the European Centre for Medium-Range Weather Forecasts became 12–20 % lower compared with observations for 27 lakes collected by the Finnish Environment Institute. For ice-off date forecasts errors changed insignificantly.
Jérémy Lepesqueur, Renaud Hostache, Núria Martínez-Carreras, Emmanuelle Montargès-Pelletier, and Christophe Hissler
Hydrol. Earth Syst. Sci., 23, 3901–3915, https://doi.org/10.5194/hess-23-3901-2019, https://doi.org/10.5194/hess-23-3901-2019, 2019
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This article evaluates the influence of sediment representation in a sediment transport model. A short-term simulation is used to assess how far changing the sediment characteristics in the modelling experiment changes riverbed evolution and sediment redistribution during a small flood event. The study shows in particular that representing sediment with extended grain-size and grain-density distributions allows for improving model accuracy and performances.
Annie Visser-Quinn, Lindsay Beevers, and Sandhya Patidar
Hydrol. Earth Syst. Sci., 23, 3279–3303, https://doi.org/10.5194/hess-23-3279-2019, https://doi.org/10.5194/hess-23-3279-2019, 2019
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The ecological impact of changes in river flow may be explored through the simulation of ecologically relevant flow indicators. Traditional approaches to model parameterization are not well-suited for this. To this end, this paper considers the ability of a
modified covariance approach, applied to five hydrologically diverse catchments. An overall improvement in consistency is observed, whilst timing and rate of change represent the best and worst replicated indicators respectively.
Jeffrey J. Richardson, Christian E. Torgersen, and L. Monika Moskal
Hydrol. Earth Syst. Sci., 23, 2813–2822, https://doi.org/10.5194/hess-23-2813-2019, https://doi.org/10.5194/hess-23-2813-2019, 2019
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High stream temperatures can be detrimental to the survival of aquatic species such as endangered salmon. Stream temperatures can be reduced by shade provided by trees in riparian areas. Two lidar-based methods were effective at assessing stream shading. These methods can be used in place of expensive field measurements.
Dongsheng Su, Xiuqing Hu, Lijuan Wen, Shihua Lyu, Xiaoqing Gao, Lin Zhao, Zhaoguo Li, Juan Du, and Georgiy Kirillin
Hydrol. Earth Syst. Sci., 23, 2093–2109, https://doi.org/10.5194/hess-23-2093-2019, https://doi.org/10.5194/hess-23-2093-2019, 2019
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In this study, freshwater lake model simulation results, verified by satellite and buoy observation data, were used to quantify recent climate change effects on the thermal regime of the largest lake in China. Results indicate that the FLake model can reproduce the lake thermal pattern nicely. The lake surface is warming, while the lake bottom has no significant trend. Climate change also caused an earlier ice-off and later ice-on, leading to an obvious change in the energy balance of the lake.
Chloé Poulin, Bruno Hamelin, Christine Vallet-Coulomb, Guinbe Amngar, Bichara Loukman, Jean-François Cretaux, Jean-Claude Doumnang, Abdallah Mahamat Nour, Guillemette Menot, Florence Sylvestre, and Pierre Deschamps
Hydrol. Earth Syst. Sci., 23, 1705–1724, https://doi.org/10.5194/hess-23-1705-2019, https://doi.org/10.5194/hess-23-1705-2019, 2019
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This study investigates the water budget of two intertropical lake systems in the absence of long-term hydrological monitoring. By coupling dry season isotopic data with satellite imagery, we were able to provide quantitative constrains on the hydrological balance and show that these two lake systems can be considered miniature analogs of Lake Chad, making them important targets in the future setup of any large-scale program on the hydro-climatic evolution in the Sahel region.
Tom Shatwell, Wim Thiery, and Georgiy Kirillin
Hydrol. Earth Syst. Sci., 23, 1533–1551, https://doi.org/10.5194/hess-23-1533-2019, https://doi.org/10.5194/hess-23-1533-2019, 2019
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We used models to project future temperature and mixing in temperate lakes. Lakes will probably warm faster in winter than in summer, making ice less frequent and altering mixing. We found that the layers that form seasonally in lakes (ice, stratification) and water clarity affect how lakes accumulate heat. Seasonal changes in climate were thus important. This helps us better understand how different lake types respond to warming and which physical changes to expect in the future.
Ben R. Hodges
Hydrol. Earth Syst. Sci., 23, 1281–1304, https://doi.org/10.5194/hess-23-1281-2019, https://doi.org/10.5194/hess-23-1281-2019, 2019
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A new derivation of the equations for one-dimensional open-channel flow in rivers and storm drainage systems has been developed. The new approach solves some long-standing problems for obtaining well-behaved solutions with conservation forms of the equations. This research was motivated by the need for highly accurate models of large-scale river networks and the storm drainage systems in megacities. Such models are difficult to create with existing equation forms.
Ramiro Pillco Zolá, Lars Bengtsson, Ronny Berndtsson, Belen Martí-Cardona, Frederic Satgé, Franck Timouk, Marie-Paule Bonnet, Luis Mollericon, Cesar Gamarra, and José Pasapera
Hydrol. Earth Syst. Sci., 23, 657–668, https://doi.org/10.5194/hess-23-657-2019, https://doi.org/10.5194/hess-23-657-2019, 2019
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The evaporation was computed at a daily time step and compared with the estimated evaporation using mean monthly meteorological observations. We found that the most reliable method of determining the annual lake evaporation is using the heat balance approach.
Daniel J. Isaak, Charles H. Luce, Gwynne L. Chandler, Dona L. Horan, and Sherry P. Wollrab
Hydrol. Earth Syst. Sci., 22, 6225–6240, https://doi.org/10.5194/hess-22-6225-2018, https://doi.org/10.5194/hess-22-6225-2018, 2018
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Description of thermal regimes in flowing waters is key to understanding physical processes and improving bioassessments, but has been limited by sparse data sets. Using a large annual temperature data set from a mountainous area of the western U.S., we explored thermal regimes using principle component analysis. A small number of summary metrics adequately represented most of the variation in this data set given strong temporal coherence among sites.
Inne Vanderkelen, Nicole P. M. van Lipzig, and Wim Thiery
Hydrol. Earth Syst. Sci., 22, 5509–5525, https://doi.org/10.5194/hess-22-5509-2018, https://doi.org/10.5194/hess-22-5509-2018, 2018
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Lake Victoria is the largest lake in Africa and one of the two major sources of the Nile river. The water level of Lake Victoria is determined by its water balance, consisting of lake precipitation and evaporation, inflow from rivers and lake outflow, controlled by two hydropower dams. Here, we present a water balance model for Lake Victoria, which closely represents the observed lake levels. The model results highlight the sensitivity of the lake level to human operations at the dam.
Cited articles
Adrian, R., Walz, N., Hintze, T., Hoeg, S., and Rusche, R.: Effects of ice duration on plankton succession during spring in a shallow polymictic lake, Freshwater Biol., 41, 621–634, https://doi.org/10.1046/j.1365-2427.1999.00411.x, 1999.
Anderson, W. L., Robertson, D. M., and Magnuson, J. J.: Evidence of recent warming and El Niño-related variations in ice breakup of Wisconsin lakes, Limnol. Oceanogr., 41, 815–821, https://doi.org/10.4319/lo.1996.41.5.0815, 1996.
Antenucci, J. and Imerito, A.: The CWR Dynamic Reservoir Simulation Model DYRESM: User Manual Place of publication: Crawley, WA, Australia, The University of Western Australia, Centre for Water Research, 1–41, 2003.
Arhonditsis, G. B., Brett, M. T., DeGasperi, C. L., and Schindler, D. E.: Effects of Climatic Variability on the Thermal Properties of Lake Washington, Limnol. Oceanogr., 49, 256–270, 2004a.
Arhonditsis, G. B., Winder, M., Brett, M. T., and Schindler, D. E.: Patterns and mechanisms of phytoplankton variability in Lake Washington (USA), Water Res., 38, 4013–4027, https://doi.org/10.1016/j.watres.2004.06.030, 2004b.
Ashton, G. D.: River and lake ice engineering, Water Resources Publications, Littleton, Colorado, 19–256, 1986.
Assel, R. A. and Robertson, D. M.: Changes in winter air temperatures near Lake Michigan, 1851–1993, as determined from regional lake-ice records, Limnol. Oceanogr., 40, 165–176, https://doi.org/10.4319/lo.1995.40.1.0165, 1995.
Austin, J. A. and Colman, S. M.: Lake Superior summer water temperatures are increasing more rapidly than regional air temperatures: A positive ice-albedo feedback, Geophys. Res. Lett., 34, L06604, https://doi.org/10.1029/2006GL029021, 2007.
Bengtsson, L.: Spatial Variability of Lake Ice Covers, Geogr. Ann. Ser. Phys. Geogr., 68, 113–121, https://doi.org/10.2307/521182, 1986.
Birge, E. A., Juday, C., and March, H. W.: The temperature of the bottom deposits of Lake Mendota, in: a chapter in the heat exchanges of the lake, Trans. Wis. Acad. Sci. Arts Lett., XXIII, available at: http://digicoll.library.wisc.edu/cgi-bin/WI/WI-idx?type=article&did=WI.WT1927.EABaird&id=WI.WT1927&isize=M (last access: 1 October 2015), 1927.
Brown, R. W., Taylor, W. W., and Assel, R. A.: Factors Affecting the Recruitment of Lake Whitefish in Two Areas of Northern Lake Michigan, J. Gt. Lakes Res., 19, 418–428, https://doi.org/10.1016/S0380-1330(93)71229-0, 1993.
Butcher, J. B., Nover, D., Johnson, T. E., and Clark, C. M.: Sensitivity of lake thermal and mixing dynamics to climate change, Climatic Change, 129, 295–305, https://doi.org/10.1007/s10584-015-1326-1, 2015.
Carpenter, S. R., Fisher, S. G., Grimm, N. B., and Kitchell, J. F.: Global change and freshwater ecosystems, Annu. Rev. Ecol. Syst., 23, 119–139, 1992.
Carpenter, S. R., Olson, M., Cunningham, P., Gafny, S., Nibbelink, N., Pellett, T., Storlie, C., Trebitz, A., and Wilson, K.: Macrophyte Structure and Growth of Bluegill (Lepomis macrochirus): Design of a Multilake Experiment, in: The Structuring Role of Submerged Macrophytes in Lakes, edited by: Jeppesen, E., Søndergaard, M., Søndergaard, M., and Christoffersen, K., Springer, New York, 217–226, available at: http://link.springer.com/chapter/10.1007/978-1-4612-0695-8_11 (last access: 1 October 2015), 1998.
Choiński, A., Kolendowicz, L., Pociask-Karteczka, J., and Sobkowiak, L.: Changes in Lake Ice Cover on the Morskie Oko Lake in Poland (1971–2007), Adv. Clim. Change Res., 1, 71–75, https://doi.org/10.3724/SP.J.1248.2010.00071, 2010.
Choiński, A., Ptak, M., and Strzelczak: Areal variation in ice cover thickness on lake morskie oko (Tatra mountains), Carpath. J. Earth Environ. Sci., 8, 97–102, 2013.
Desai, A. R., Austin, J. A., Bennington, V., and McKinley, G. A.: Stronger winds over a large lake in response to weakening air-to-lake temperature gradient, Nat. Geosci., 2, 855–858, https://doi.org/10.1038/ngeo693, 2009.
De Stasio, B. T., Hill, D. K., Kleinhans, J. M., Nibbelink, N. P., and Magnuson, J. J.: Potential effects of global climate change on small north-temperate lakes: Physics, fish, and plankton, Limnol. Oceanogr., 41, 1136–1149, https://doi.org/10.4319/lo.1996.41.5.1136, 1996.
Dobiesz, N. E. and Lester, N. P.: Changes in mid-summer water temperature and clarity across the Great Lakes between 1968 and 2002, J. Gt. Lakes Res., 35, 371–384, https://doi.org/10.1016/j.jglr.2009.05.002, 2009.
Duguay, C. R., Flato, G. M., Jeffries, M. O., Ménard, P., Morris, K., and Rouse, W. R.: Ice-cover variability on shallow lakes at high latitudes: model simulations and observations, Hydrol. Process., 17, 3465–3483, https://doi.org/10.1002/hyp.1394, 2003.
Elliot, A. J., Thackeray, S. J., Huntingford, C., and Jones, R. G.: Combining a regional climate model with a phytoplankton community model to predict future changes in phytoplankton in lakes, Freshwater Biol., 50, 1404–1411, https://doi.org/10.1111/j.1365-2427.2005.01409.x, 2005.
Ellis, C. R., Stefan, H. G., and Gu, R.: Water Temperature Dynamics and Heat Transfer Beneath the Ice Cover of a Lake, Limnol. Oceanogr., 36, 324–335, 1991.
Fang, X. and Stefan, H. G.: Dynamics of heat exchange between sediment and water in a lake, Water Resour. Res., 32, 1719–1727, https://doi.org/10.1029/96WR00274, 1996a.
Fang, X. and Stefan, H. G.: Long-term lake water temperature and ice cover simulations/measurements, Cold Reg. Sci. Technol., 24, 289–304, https://doi.org/10.1016/0165-232X(95)00019-8, 1996b.
Fang, X. and Stefan, H. G.: Simulated climate change effects on dissolved oxygen characteristics in ice-covered lakes, Ecol. Model., 103, 209–229, https://doi.org/10.1016/S0304-3800(97)00086-0, 1997.
Fang, X. and Stefan, H. G.: Simulations of climate effects on water temperature, dissolved oxygen, and ice and snow covers in lakes of the contiguous U.S. under past and future climate scenarios, Limnol. Oceanogr., 54, 2359–2370, https://doi.org/10.4319/lo.2009.54.6_part_2.2359, 2009.
Fee, E. J., Hecky, R. E., Regehr, G. W., Hendzel, L. L., and Wilkinson, P.: Effects of Lake Size on Nutrient Availability in the Mixed Layer during Summer Stratification, Can. J. Fish. Aquat. Sci., 51, 2756–2768, https://doi.org/10.1139/f94-276, 1994.
Fee, E. J., Hecky, R. E., Kasian, S. E. M., and Cruikshank, D. R.: Effects of lake size, water clarity, and climatic variability on mixing depths in Canadian Shield lakes, Limnol. Oceanogr., 41, 912–920, https://doi.org/10.4319/lo.1996.41.5.0912, 1996.
Findlay, D. L., Kasian, S. E. M., Stainton, M. P., Beaty, K., and Lyng, M.: Climatic influences on algal populations of boreal forest lakes in the Experimental Lakes Area, Limnol. Oceanogr., 46, 1784–1793, https://doi.org/10.4319/lo.2001.46.7.1784, 2001.
Francis, T. B., Wolkovich, E. M., Scheuerell, M. D., Katz, S. L., Holmes, E. E., and Hampton, S. E.: Shifting Regimes and Changing Interactions in the Lake Washington, U.S.A., Plankton Community from 1962–1994, PLoS ONE, 9, e110363, https://doi.org/10.1371/journal.pone.0110363, 2014.
Fu, G., Charles, S. P., and Yu, J.: A critical overview of pan evaporation trends over the last 50 years, Climatic Change, 97, 193–214, https://doi.org/10.1007/s10584-009-9579-1, 2009.
Gao, S. and Stefan, H. G.: Multiple Linear Regression for Lake Ice and Lake Temperature Characteristics, J. Cold Reg. Eng., 13, 59–77, https://doi.org/10.1061/(ASCE)0887-381X(1999)13:2(59), 1999.
Gao, S. and Stefan, H. G.: Potential Climate Change Effects on Ice Covers of Five Freshwater Lakes, J. Hydrol. Eng., 9, 226–234, https://doi.org/10.1061/(ASCE)1084-0699(2004)9:3(226), 2004.
Gunn, J. M.: Impact of the 1998 El Niño event on a Lake Charr, Salvelinus Namaycush, Population Recovering from Acidification, Environ. Biol. Fishes, 64, 343–351, https://doi.org/10.1023/A:1016058606770, 2002.
Hamilton, D. P. and Schladow, S. G.: Prediction of water quality in lakes and reservoirs. Part I – Model description, Ecol. Model., 96, 91–110, https://doi.org/10.1016/S0304-3800(96)00062-2, 1997.
Hartmann, D. L., Klein Tank, A. M. G., Rusticucci, M., Alexander, L. V., Brönnimann, S., Charabi, Y., Dentener, F. J., Dlugokencky, E. J., Easterling, D. R., Kaplan, A., Soden, B. J., Thorne, P. W., Wild, M., and Zhai, P. M.: Observations: Atmosphere and Surface in Climate change 2013, in: Working Group I contribution to the Fifth assessment report of the Intergovernmental Panel on Climate Change, edited by: Stocker, T., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Boschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M., Cambridge University Press, New York, NY, USA, 187–197, 2013.
Heino, J., Virkkala, R., and Toivonen, H.: Climate change and freshwater biodiversity: detected patterns, future trends and adaptations in northern regions, Biol. Rev., 84, 39–54, https://doi.org/10.1111/j.1469-185X.2008.00060.x, 2009.
Hill, J. M. and Kucera, A.: Freezing a saturated liquid inside a sphere, Int. J. Heat Mass Transf., 26, 1631–1637, https://doi.org/10.1016/S0017-9310(83)80083-0, 1983.
Hocking, G. C. and Straškraba, M.: The Effect of Light Extinction on Thermal Stratification in Reservoirs and Lakes, Int. Rev. Hydrobiol., 84, 535–556, https://doi.org/10.1002/iroh.199900046, 1999.
Hsieh, Y.: Modeling ice cover and water temperature of Lake Mendota, PhD Thesis, University of Wisconsin-Madison, Madison, Wisconsin, USA, 6–49, 2012.
Huber, V., Adrian, R., and Gerten, D.: Phytoplankton response to climate warming modified by trophic state, Limnol. Oceanogr., 53, 1–13, https://doi.org/10.4319/lo.2008.53.1.0001, 2008.
Imberger, J. and Patterson, J. C.: Dynamic reservoir simulation model – DYRESM: 5, in: Transport Models for Inland and Coastal Waters, edited by: Fischer, H. B., Academic Press, New York, 310–361, 1981.
IPCC: Summary for Policymakers, in: Climate Change 2013: The Physical Science Basis, Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Stocker, T., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Boschung, J., Nauels, A., Xia, Y., Bex, V., and Midgley, P. M., Cambridge University Press, New York, NY, USA, 3–29, 2013.
Jensen, O. P., Benson, B. J., Magnuson, J. J., Card, V. M., Futter, M. N., Soranno, P. A., and Stewart, K. M.: Spatial analysis of ice phenology trends across the Laurentian Great Lakes region during a recent warming period, Limnol. Oceanogr., 52, 2013–2026, https://doi.org/10.4319/lo.2007.52.5.2013, 2007.
Jiang, Y., Luo, Y., Zhao, Z., and Tao, S.: Changes in wind speed over China during 1956–2004, Theor. Appl. Climatol., 99, 421–430, https://doi.org/10.1007/s00704-009-0152-7, 2009.
Jöhnk, K. D., Huisman, J., Sharples, J., Sommeijer, B., Visser, P. M., and Stroom, J. M.: Summer heatwaves promote blooms of harmful cyanobacteria, Global Change Biol., 14, 495–512, https://doi.org/10.1111/j.1365-2486.2007.01510.x, 2008.
Kamarainen, A., Yuan, H. L, Wu, C. H., and Carpenter, S. R.: Estimates of phosphorus entrainment in Lake Mendota: A comparison of one-dimensional and three-dimensional approaches, Limnol. Oceanogr., 7, 553–567, 2009.
Kara, E. L., Hanson, P., Hamilton, D., Hipsey, M. R., McMahon, K. D., Read, J. S., Winslow, L., Dedrick, J., Rose, K., Carey, C. C., Bertilsson, S., da Motta Marques, D., Beversdorf, L., Miller, T., Wu, C., Hsieh, Y.-F., Gaiser, E., and Kratz, T.: Time-scale dependence in numerical simulations: Assessment of physical, chemical, and biological predictions in a stratified lake at temporal scales of hours to months, Environ. Model. Softw., 35, 104–121, https://doi.org/10.1016/j.envsoft.2012.02.014, 2012.
King, J. R., Shuter, B. J., and Zimmerman, A. P.: The response of the thermal stratification of South Bay (Lake Huron) to climatic variability, Can. J. Fish. Aquat. Sci., 54, 1873–1882, https://doi.org/10.1139/f97-093, 1997.
Kitchell, J. F.: Food Web Management: A Case Study of Lake Mendota, Springer Science & Business Media, New York, NY, USA, 18–27, 1992.
Klink, K.: Trends and Interannual Variability of Wind Speed Distributions in Minnesota, J. Climate, 15, 3311–3317, https://doi.org/10.1175/1520-0442(2002)015<3311:TAIVOW>2.0.CO;2, 2002.
Kucharik, C. J., Serbin, S. P., Vavrus, S., Hopkins, E. J., and Motew, M. M.: Patterns of Climate Change Across Wisconsin From 1950 to 2006, Phys. Geogr., 31, 1–28, https://doi.org/10.2747/0272-3646.31.1.1, 2010.
Lathrop, R. C., Carpenter, S. R., and Rudstam, L. G.: Water clarity in Lake Mendota since 1900: responses to differing levels of nutrients and herbivory, Can. J. Fish. Aquat. Sci., 53, 2250–2261, https://doi.org/10.1139/f96-187, 1996.
Lathrop, R. C., Carpenter, S. R., Stow, C. A., Soranno, P. A., and Panuska, J. C.: Phosphorus loading reductions needed to control blue-green algal blooms in Lake Mendota, Can. J. Fish. Aquat. Sci., 55, 1169–1178, https://doi.org/10.1139/f97-317, 1998.
Liu, Y., Wu, G., and Zhao, X.: Recent declines in China's largest freshwater lake: trend or regime shift?, Environ. Res. Lett., 8, 014010, https://doi.org/10.1088/1748-9326/8/1/014010, 2013.
Livingstone, D. M.: Break-up Dates of Alpine Lakes As Proxy Data for Local and Regional Mean Surface Air Temperatures, Climatic Change, 37, 407–439, https://doi.org/10.1023/A:1005371925924, 1997.
Lynch, A. J., Taylor, W. W., Beard Jr., T. D., and Lofgren, B. M.: Climate change projections for lake whitefish (Coregonus clupeaformis) recruitment in the 1836 Treaty Waters of the Upper Great Lakes, J. Gt. Lakes Res., 41, 415–422, https://doi.org/10.1016/j.jglr.2015.03.015, 2015.
Magnuson, J. J., Benson, B. J., and Kratz, T. K.: Temporal coherence in the limnology of a suite of lakes in Wisconsin, U.S.A., Freshwater Biol., 23, 145–159, https://doi.org/10.1111/j.1365-2427.1990.tb00259.x, 1990.
Magnuson, J. J., Webster, K. E., Assel, R. A., Bowser, C. J., Dillon, P. J., Eaton, J. G., Evans, H. E., Fee, E. J., Hall, R. I., Mortsch, L. R., Schindler, D. W., and Quinn, F. H.: Potential Effects of Climate Changes on Aquatic Systems: Laurentian Great Lakes and Precambrian Shield Region, Hydrol. Process., 11, 825–871, https://doi.org/10.1002/(SICI)1099-1085(19970630)11:8<825::AID-HYP509>3.0.CO;2-G, 1997.
Magnuson, J. J., Robertson, D. M., Benson, B. J., Wynne, R. H., Livingstone, D. M., Arai, T., Assel, R. A., Barry, R. G., Card, V., Kuusisto, E., Granin, N. G., Prowse, T. D., Stewart, K. M., and Vuglinski, V. S.: Historical Trends in Lake and River Ice Cover in the Northern Hemisphere, Science, 289, 1743–1746, https://doi.org/10.1126/science.289.5485.1743, 2000.
Maidment, D. R.: Handbook of hydrology, McGraw-Hill, New York 18-1–19-1, 1993.
Mantyka-Pringle, C. S., Martin, T. G., Moffatt, D. B., Linke, S., and Rhodes, J. R.: Understanding and predicting the combined effects of climate change and land-use change on freshwater macroinvertebrates and fish, J. Appl. Ecol., 51, 572–581, https://doi.org/10.1111/1365-2664.12236, 2014.
Marszelewski, W. and Skowron, R.: Ice cover as an indicator of winter air temperature changes: case study of the Polish Lowland lakes, Hydrolog. Sci. J., 51, 336–349, https://doi.org/10.1623/hysj.51.2.336, 2006.
Mazumder, A. and Taylor, W. D.: Thermal structure of lakes varying in size and water clarity, Limnol. Oceanogr., 39, 968–976, https://doi.org/10.4319/lo.1994.39.4.0968, 1994.
McKay, G.: Problems of measuring and evaluating snow cover, in: Proceedings Workshop Seminar of Snow Hydrology, Ottawa, Canada, 49–63, 1968.
McKee, T. B., Doesken, N. J., Davey, C. A. and Pielke, Sr.: Climate data continuity with ASOS, Report for period April 1996 through June 2000, Colorado Climate Center, Department of Atmospheric Science, Colorado State University, Fort Collins, CO, Climatology Report No. 00-3, 77 pp., 2000.
Mueller, D. R., Van Hove, P., Antoniades, D., Jeffries, M. O., and Vincent, W. F.: High Arctic lakes as sentinel ecosystems: Cascading regime shifts in climate, ice cover, and mixing, Limnol. Oceanogr., 54, 2371–2385, https://doi.org/10.4319/lo.2009.54.6_part_2.2371, 2009.
North, R. P., Livingstone, D. M., Hari, R. E., Koster, O., Niederhauser, P., and Kipfer, R.: The physical impact of the late 1980s climate regime shift on Swiss rivers and lakes, Inland Waters, 3, 341–350, https://doi.org/10.5268/IW-3.3.560, 2013.
North, R. P., North, R. L., Livingstone, D. M., Köster, O., and Kipfer, R.: 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, 811–823, https://doi.org/10.1111/gcb.12371, 2014.
Patterson, J. C. and Hamblin, P. F.: Thermal simulation of a lake with winter ice cover, Limnol. Oceanogr., 33, 323–338, https://doi.org/10.4319/lo.1988.33.3.0323, 1988.
Pryor, S. C., Barthelmie, R. J., Young, D. T., Takle, E. S., Arritt, R. W., Flory, D., Gutowski, W. J., Nunes, A., and Roads, J.: Wind speed trends over the contiguous United States, J. Geophys. Res.-Atmos., 114, D14105, https://doi.org/10.1029/2008JD011416, 2009.
Quayle, W. C., Peck, L. S., Peat, H., Ellis-Evans, J. C., and Harrigan, P. R.: Extreme Responses to Climate Change in Antarctic Lakes, Science, 295, 645–645, https://doi.org/10.1126/science.1064074, 2002.
Read, J. S., Hamilton, D. P., Desai, A. R., Rose, K. C., MacIntyre, S., Lenters, J. D., Smyth, R. L., Hanson, P. C., Cole, J. J., Staehr, P. A., Rusak, J. A., Pierson, D. C., Brookes, J. D., Laas, A., and Wu, C. H.: Lake-size dependency of wind shear and convection as controls on gas exchange, Geophys. Res. Lett., 39, L09405, https://doi.org/10.1029/2012GL051886, 2012.
Rempfer, J., Livingstone, D. M., Blodau, C., Forster, R., Niederhauser, P., and Kipfer, R.: The effect of the exceptionally mild European winter of 2006-2007 on temperature and oxygen profiles in lakes in Switzerland: A foretaste of the future?, Limnol. Oceanogr., 55, 2170–2180, https://doi.org/10.4319/lo.2010.55.5.2170, 2010.
Rice, E., Dam, H. G., and Stewart, G.: Impact of Climate Change on Estuarine Zooplankton: Surface Water Warming in Long Island Sound Is Associated with Changes in Copepod Size and Community Structure, Estuar. Coasts, 38, 13–23, https://doi.org/10.1007/s12237-014-9770-0, 2015.
Robarts, R. D., Waiser, M. J., Hadas, O., Zohary, T., and Maclntyre, S.: Relaxation of phosphorus limitation due to typhoon-induced mixing in two morphologically distinct basins of Lake Biwa, Japan, Limnol. Oceanogr., 43, 1023–1036, https://doi.org/10.4319/lo.1998.43.6.1023, 1998.
Robertson, D. M.: The use of lake water temperature and ice cover as climatic indicators, PhD Thesis, University of Wisconsin-Madison, Madison, Wisconsin, USA, 330 pp., 1989.
Robertson, D. M. and Ragotzkie, R. A.: Changes in the thermal structure of moderate to large sized lakes in response to changes in air temperature, Aquat. Sci., 52, 360–380, https://doi.org/10.1007/BF00879763, 1990.
Robertson, D. M., Ragotzkie, R. A., and Magnuson, J. J.: Lake ice records used to detect historical and future climatic changes, Climatic Change, 21, 407–427, https://doi.org/10.1007/BF00141379, 1992.
Robertson, D. M., Wynne, R. H., and Chang, W. Y. B.: Variability in ice cover across the northern hemisphere during the 1900's associated with El Nino events, Proc. Int. Limnol. Soc., 2784–2788, Stuttgart, 2002.
Rodionov, S. N.: A sequential algorithm for testing climate regime shifts, Geophys. Res. Lett., 31, L09204, https://doi.org/10.1029/2004GL019448, 2004.
Rodionov, S. N.: The problem of red noise in climate regime shift detection, Geophys. Res. Lett., 31, L12707, https://doi.org/10.1029/2006GL025904, 2006.
Rogers, C. K., Lawrence, G. A., and Hamblin, P. F.: Observations and numerical simulation of a shallow ice-covered midlatitude lake, Limnol. Oceanogr., 40, 374–385, https://doi.org/10.4319/lo.1995.40.2.0374, 1995.
Sala, O. E., Chapin, F. S., Iii, Armesto, J. J., Berlow, E., Bloomfield, J., Dirzo, R., Huber-Sanwald, E., Huenneke, L. F., Jackson, R. B., Kinzig, A., Leemans, R., Lodge, D. M., Mooney, H. A., Oesterheld, M., Poff, N. L., Sykes, M. T., Walker, B. H., Walker, M., and Wall, D. H.: Global Biodiversity Scenarios for the Year 2100, Science, 287, 1770–1774, https://doi.org/10.1126/science.287.5459.1770, 2000.
Scheffer, M., Carpenter, S., Foley, J. A., Folke, C., and Walker, B.: Catastrophic shifts in ecosystems, Nature, 413, 591–596, https://doi.org/10.1038/35098000, 2001.
Schindler, D. W., Beaty, K. G., Fee, E. J., Cruikshank, D. R., Debruyn, E. R., Findlay, D. L., Linsey, G. A., Shearer, J. A., Stainton, M. P., and Turner, M. A.: Effects of climatic warming on lakes of the central boreal forest, Science, 250, 967–970, https://doi.org/10.1126/science.250.4983.967, 1990.
Schindler, D. W., Bayley, S. E., Parker, B. R., Beaty, K. G., Cruikshank, D. R., Fee, E. J., Schindler, E. U., and Stainton, M. P.: The effects of climatic warming on the properties of boreal lakes and streams at the Experimental Lakes Area, northwestern Ontario, Limnol. Oceanogr., 41, 1004–1017, https://doi.org/10.4319/lo.1996.41.5.1004, 1996.
Schneider, P. and Hook, S. J.: Space observations of inland water bodies show rapid surface warming since 1985, Geophys. Res. Lett., 37, L22405, https://doi.org/10.1029/2010GL045059, 2010.
Shimoda, Y., Azim, M. E., Perhar, G., Ramin, M., Kenney, M. A., Sadraddini, S., Gudimov, A., and Arhonditsis, G. B.: Our current understanding of lake ecosystem response to climate change: What have we really learned from the north temperate deep lakes?, J. Gt. Lakes Res., 37, 173–193, https://doi.org/10.1016/j.jglr.2010.10.004, 2011.
Skowron, R.: Changeability of the ice cover on the lakes of northern Poland in the light of climatic changes, Bull. Geogr. Phys. Geogr. Ser., 1, 103–124, 2009.
Soranno, P. A., Carpenter, S. R., and Lathrop, R. C.: Internal phosphorus loading in Lake Mendota: response to external loads and weather, Can. J. Fish. Aquat. Sci., 54, 1883–1893, https://doi.org/10.1139/cjfas-54-8-1883, 1997.
Stauffer, R. E. and Armstrong, D. E.: Cycling of iron, manganese, silica, phosphorus, calcium and potassium in two stratified basins of Shagawa Lake, Minnesota, Geochim. Cosmochim. Acta, 50, 215–229, https://doi.org/10.1016/0016-7037(86)90171-7, 1986.
Stauffer, R. E. and Lee, G. F.: The role of thermocline migration in regulating algal blooms, in Modeling the eutrophication process, Ann Arbor Science Publishers, Inc, Ann Arbor, MI, 73–84, 1973.
Stefan, H. G., Hondzo, M., Fang, X., Eaton, J. G., and McCormick, J. H.: Simulated long term temperature and dissolved oxygen characteristics of lakes in the north-central United States and associated fish habitat limits, Limnol. Oceanogr., 41, 1124–1135, https://doi.org/10.4319/lo.1996.41.5.1124, 1996.
Stenseth, N. C. and Mysterud, A.: Climate, changing phenology, and other life history traits: Nonlinearity and match–mismatch to the environment, P. Natl. Acad. Sci. USA, 99, 13379–13381, https://doi.org/10.1073/pnas.212519399, 2002.
Stewart, K. M.: Physical limnology of some Madison lakes, PhD Thesis, University of Wisconsin-Madison, Madison, Wisconsin, USA, 229 pp., 1965.
Tanentzap, A. J., Hamilton, D. P., and Yan, N. D.: Calibrating the Dynamic Reservoir Simulation Model (DYRESM) and filling required data gaps for one-dimensional thermal profile predictions in a boreal lake, Limnol. Oceanogr. Meth., 5, 484–494, https://doi.org/10.4319/lom.2007.5.484, 2007.
Tanentzap, A. J., Yan, N. D., Keller, B., Girard, R., Heneberry, J., Gunn, J. M., Hamilton, D. P., and Taylor, P. A.: Cooling lakes while the world warms: Effects of forest regrowth and increased dissolved organic matter on the thermal regime of a temperate, urban lake, Limnol. Oceanogr., 53, 404–410, https://doi.org/10.4319/lo.2008.53.1.0404, 2008.
Tomé, A. R. and Miranda, P. M. A.: Piecewise linear fitting and trend changing points of climate parameters, Geophys. Res. Lett., 31, L02207, https://doi.org/10.1029/2003GL019100, 2004.
Toms, J. D. and Lesperance, M. L.: Piecewise regression: a tool for identifying ecological thresholds, Ecology, 84, 2034–2041, https://doi.org/10.1890/02-0472, 2003.
Van Cleave, K., Lenters, J. D., Wang, J., and Verhamme, E. M.: A regime shift in Lake Superior ice cover, evaporation, and water temperature following the warm El Niñ winter of 1997–1998, Limnol. Oceanogr., 59, 1889–1898, https://doi.org/10.4319/lo.2014.59.6.1889, 2014.
Vavrus, S. J., Wynne, R. H., and Foley, J. A.: Measuring the sensitivity of southern Wisconsin lake ice to climate variations and lake depth using a numerical model, Limnol. Oceanogr., 41, 822–831, https://doi.org/10.4319/lo.1996.41.5.0822, 1996.
Wan, H., Wang, X. L., and Swail, V. R.: Homogenization and trend analysis of Canadian near-surface wind speeds, J. Climate, 23, 1209–1225, https://doi.org/10.1175/2009JCLI3200.1, 2010.
Wilhelm, S. and Adrian, R.: Impact of summer warming on the thermal characteristics of a polymictic lake and consequences for oxygen, nutrients and phytoplankton, Freshwater Biol., 53, 226–237, https://doi.org/10.1111/j.1365-2427.2007.01887.x, 2008.
Williams, D. T., Drummond, G. R., Ford, D. E., and Robey, D. L.: Determination of light extinction coefficients in lakes and reservoirs, in Proceedings of the Symposium on Surface Water Impoundments, Minneapolis, MN, USA, 1329–1335, 1980.
Williams, G., Layman, K. L., and Stefan, H. G.: Dependence of lake ice covers on climatic, geographic and bathymetric variables, Cold Reg. Sci. Technol., 40, 145–164, https://doi.org/10.1016/j.coldregions.2004.06.010, 2004.
Winslow, L. A., Read, J. S., Hansen, G. J. A., and Hanson, P. C.: Small lakes show muted climate change signal in deepwater temperatures, Geophys. Res. Lett., 42, 355–361, https://doi.org/10.1002/2014GL062325, 2015.
Wrona, F. J., Prowse, T. D., Reist, J. D., Hobbie, J. E., Lévesque, L. M. J., and Vincent, W. F.: Climate change effects on aquatic biota, ecosystem structure and function, Ambio, 35, 359–369, 2006.
Yan, N. D.: Effects of changes in pH on transparency and thermal regimes of Lohi Lake, near Sudbury, Ontario, Can. J. Fish. Aquat. Sci., 40, 621–626, https://doi.org/10.1139/f83-081, 1983.
Yeates, P. S. and Imberger, J.: Pseudo two-dimensional simulations of internal and boundary fluxes in stratified lakes and reservoirs, Int. J. River Basin Manage., 1, 297–319, https://doi.org/10.1080/15715124.2003.9635214, 2003.
Ying, L., Shen, Z., and Piao, S.: The recent hiatus in global warming of the land surface: Scale-dependent breakpoint occurrences in space and time: scale-dependent hiatus in space and time, Geophys. Res. Lett., 42, 6471–6478, https://doi.org/10.1002/2015GL064884, 2015.
Short summary
This paper employs a one-dimensional hydrodynamic ice model to simulate ice cover and thermal structure of dimictic Lake Mendota, WI, USA, over a continuous 104-year period (1911–2014) with the purpose of better understanding how the changing climate will affect lakes. It is shown that air temperature and wind speed changes have occurred in stages and ice cover and lake thermal structure have responded in a nonlinear way to these changes.
This paper employs a one-dimensional hydrodynamic ice model to simulate ice cover and thermal...