Abstract

Study RegionUpper Missouri River Basin. Study FocusThe semi-arid Upper Missouri River Basin (UMRB) has experienced notable volatility in high and low streamflow extremes in recent decades, punctuated by the record 2011 flood. This study provides a new perspective into the relative importance of precipitation and antecedent moisture conditions in driving extreme streamflow. Ensemble streamflow simulations demonstrate that precipitation is largely the dominant driver for high streamflows. Applying the observed atmospheric forcing in 2011 with initial conditions of antecedent hydrologic conditions from 64 historic years consistently produces large streamflow events exceeding the 85th percentile of historical peak flows. This study attributes the individual roles of atmospheric conditions and antecedent soil moisture on extreme streamflow production. It uses a novel modeling framework that provides a greater understanding for the role that heterogeneity in basin-scale hydrologic features have in extreme streamflow generation. New hydrologic insights for the regionA detailed analysis of the record 2011 flood event shows that streamflow generated over the region’s easternmost sub-basin is acutely sensitive to antecedent moisture. Yet, the 2011 record streamflow cannot be explained by a single factor or as the result of long-term trends, with the basin responding to several independent factors; significantly high (p < 0.05) antecedent moisture and significant cold-season precipitation. Perhaps most importantly was the record-setting May precipitation, which limited the ability of ensemble streamflow simulations initialized on 1-March from reliably predicting the record June streamflows. The recent volatility of UMRB streamflow may be a harbinger of future decades based on our analysis of climate projections that indicate increased hydroclimate variability by the latter half of the 21st century.

Highlights

  • The year-to-year variability of annual streamflow in the Upper Missouri River Basin (UMRB; Fig. 1) has roughly doubled in the most recent 20-yr window compared to prior decades dating to 1898 (Fig. 2)

  • This paper aims to quantify the importance of key mechanisms responsible for individual extreme high annual streamflow events and explore whether the major flood event could have been anticipated on the basis of meteorology, antecedent moisture conditions, and historical trends in these quantities

  • With a land surface model that has been calibrated towards UMRB streamflow, we address whether the trend toward more extreme annual streamflow is reconcilable with historical trends in meteorological conditions

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Summary

Introduction

The year-to-year variability of annual streamflow in the Upper Missouri River Basin (UMRB; Fig. 1) has roughly doubled in the most recent 20-yr window compared to prior decades dating to 1898 (Fig. 2). A central motivation for this study is the fact that while the 2011 water-year precipitation was not the highest historical total since 1898 (Fig. 2, middle-panel), 2011 did produce the highest streamflow totals. This fact alone implies that particular aspects of moisture. This paper aims to quantify the importance of key mechanisms responsible for individual extreme high annual streamflow events and explore whether the major flood event could have been anticipated on the basis of meteorology, antecedent moisture conditions, and historical trends in these quantities

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