Global river discharge and water temperature under climate change

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Abstract

Climate change will affect hydrologic and thermal regimes of rivers, having a direct impact on freshwater ecosystems and human water use. Here we assess the impact of climate change on global river flows and river water temperatures, and identify regions that might become more critical for freshwater ecosystems and water use sectors. We used a global physically based hydrological-water temperature modelling framework forced with an ensemble of bias-corrected general circulation model (GCM) output for both the SRES A2 and B1 emissions scenario. This resulted in global projections of daily river discharge and water temperature under future climate. Our results show an increase in the seasonality of river discharge (both increase in high flow and decrease in low flow) for about one-third of the global land surface area for 2071–2100 relative to 1971–2000. Global mean and high (95th percentile) river water temperatures are projected to increase on average by 0.8–1.6 (1.0–2.2) °C for the SRES B1–A2 scenario for 2071–2100 relative to 1971–2000. The largest water temperature increases are projected for the United States, Europe, eastern China, and parts of southern Africa and Australia. In these regions, the sensitivities are exacerbated by projected decreases in low flows (resulting in a reduced thermal capacity). For strongly seasonal rivers with highest water temperatures during the low flow period, up to 26% of the increases in high (95th percentile) water temperature can be attributed indirectly to low flow changes, and the largest fraction is attributable directly to increased atmospheric energy input. A combination of large increases in river temperature and decreases in low flows are projected for the southeastern United States, Europe, eastern China, southern Africa and southern Australia. These regions could potentially be affected by increased deterioration of water quality and freshwater habitats, and reduced water available for human uses such as thermoelectric power and drinking water production.

Highlights

► We assessed impacts of climate change on low flows and river temperatures globally. ► The largest predicted water temperature rises are for the US, Europe and China. ► Water temperature rises are exacerbated by decreasing summer low flows in most regions.

Introduction

Hydrologic and thermal regimes of rivers are of major importance for freshwater ecosystems and human water use. Both river discharge and water temperature directly affect water quality (Ducharne, 2008, Haag and Westrich, 2002, Ozaki et al., 2003), and the growth rate and distribution of freshwater organisms (Eaton and Scheller, 1996, Ebersole et al., 2001, Mohseni et al., 2003). In addition, water temperature and availability are economically important, for example for thermoelectric power production (Forster and Lilliestam, 2011, Koch and Vögele, 2009, Manoha et al., 2008), drinking water production (Ramaker et al., 2005, Senhorst and Zwolsman, 2005), fisheries (Bartholow, 1991, FAO, 2008, Ficke et al., 2007) and recreation (EEA, 2008b, Webb et al., 2008).

Due to climate change, hydrological and thermal regimes of rivers are expected to change. This will have direct consequences for freshwater ecosystems, water quality and human water use. Many previous macro-scale hydrological modelling studies have been carried out to assess the impact of climate change on water availability at continental (Arnell, 1999b, Lehner et al., 2006) and global scales (Arnell, 1999a, Döll and Zhang, 2010, Sperna Weiland et al., 2012, Vörösmarty et al., 2000). However, most of these studies ignore changes in water temperature (or water quality in general) and focus on monthly or annual mean estimates of river discharge, while higher temporal resolution (e.g. daily) estimates are commonly required to address impacts for freshwater ecosystems and water use sectors.

For water temperature, both statistical (e.g. Mantua et al., 2010, Pilgrim et al., 1998) and process-based modelling approaches (e.g. Gooseff et al., 2005, Sinokrot et al., 1995, Stefan and Sinokrot, 1993) have been applied to project the effects of future climate on catchment scale river temperatures. Less work has been done on modelling climate change impact on river temperatures at larger scales, although some regression studies have addressed the sensitivity of water temperatures to air temperature increases in the United States (Mohseni et al., 1999) and the combined impacts of river flow changes on river temperatures at the global scale (van Vliet et al., 2011).

Although river temperatures are generally most sensitive to atmospheric conditions, changes in streamflow also significantly affect water temperatures, especially during warm, dry periods with low river flows (Sinokrot and Gulliver, 2000, van Vliet et al., 2011). Combined effects of atmospheric warming and changes in river flow should therefore be considered in modelling future climate change impacts on river water temperature.

Here we assess the impact of climate change on daily river discharge and water temperature on a global scale, by using a physically based hydrological and water temperature modelling framework forced with an ensemble of daily bias-corrected general circulation model (GCM) output. The daily projections were used to assess the magnitude and significance of changes in mean and extremes in river flows and water temperature on both global and river basin scales. We then used the global river discharge and water temperature projections to identify regions characterized by substantial decreases in low flow in combination with large increases in water temperature, because these regions could potentially experience increased deterioration of freshwater habitats and reduced potential for human water use.

The global hydrological-water temperature modelling framework consists of the Variable Infiltration Capacity (VIC) macro-scale hydrological model (Liang et al., 1994) and stream temperature model (RBM) (Yearsley, 2009). The modelling framework includes anthropogenic impacts of thermal discharges from thermoelectric power plants on water temperatures, and the modelling performance has been evaluated for 14 large river basins globally, situated in different hydro-climatic zones and with different anthropogenic impacts (van Vliet et al., 2012a). Overall, a realistic representation of daily river discharge and water temperature was found for the historical period 1971–2000, with a similar performance during warm, dry summer periods.

In this study, future projections of daily river discharge and water temperature under climate change were produced on a global scale by forcing the global hydrological-water temperature modelling framework (Section 2.1) with statistically bias-corrected GCM output for both the SRES A2 and B1 scenario for 2071–2100 and for 1971–2000 (Section 2.2). These global projections were used to quantify changes in river discharge (Section 3.2) and water temperature (Section 3.3) and to identify regions characterized by a strong increase in river water temperature and decreases in river discharge (water availability) (Section 3.4).

Section snippets

Materials and methods

The methodological framework for this study is shown in Fig. 1. Bias-corrected output from three GCMs for both the Intergovernmental Panel on Climate Change (IPCC) Special Report on Emissions Scenarios (SRES) (Nakicenovic et al., 2000) A2 (red) and B1 (orange) emissions scenarios for 2071–2100 and for 1971–2000 (control; blue) were used to force the hydrological-water temperature (VIC-RBM) modelling framework. The resulting daily simulations of global river flow and water temperature were used

Evaluation of control simulations of river discharge and water temperature

To address impacts of uncertainties from the (bias-corrected) GCM output on daily river flow and water temperature, we compared the simulated results for the control runs of the three GCMs with those based on the historical WATCH forcing data for the period 1971–2000. In addition, the simulated river discharge and water temperature were also compared with observed values to evaluate the overall performance of the VIC-RBM modelling framework. For both river discharge and water temperature,

Impact of uncertainties in modelling framework

The physically based hydrological and water temperature modelling framework VIC-RBM was forced with different socio-economic and climate change scenarios for 2071–2100 to quantify how climate change will affect both daily river discharge and water temperature on a global scale. Output of three GCMs for both the SRES A2 and B1 emissions scenario was used to reflect some uncertainties arising from different socio-economic storylines, climate model structures and parameterizations, notwithstanding

Conclusions

We assessed the impacts of climate change on river flows and water temperatures globally by using the physically based VIC-RBM modelling framework forced by an ensemble of bias-corrected GCM output. The largest predicted water temperature rises are for the US, Europe and eastern China, where water temperature rises are exacerbated by declines in low flows. For strongly seasonal rivers (with highest water temperatures during the low flow period), a substantial fraction (up to 26%) of the

Acknowledgements

This study was funded by the European Commission through the FP6 WATCH project and through the FP7 ECLISE project to Wageningen University, and by funding from the US Environmental Protection Agency to University of Washington. The Global Runoff Data Centre, 56068 Koblenz, Germany, and United Nations Global Environment Monitoring System are kindly acknowledged for supplying daily observed river flow and water temperature data for river stations globally.

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