Effect of projected changes in winter streamflow on stream
turbidity, Esopus Creek watershed in New York, USA
Rajith Mukundan,
1
* Donald C. Pierson,
2
Lucien Wang,
3
Adao H. Matonse,
1
Nihar R. Samal,
1
Mark S. Zion
2
and Elliot M. Schneiderman
2
1
Institute for Sustainable Cities, City University of New York, New York, NY, 10065, USA
2
New York City Department of Environmental Protection, Kingston, NY, 12401, USA
3
Hazen and Sawyer, P.C., , New York, NY, 10018, USA
Abstract:
This study focuses on the impact of changes in winter streamflow on in-stream turbidity in the Esopus Creek watershed, one of
the New York City water supply watersheds. Projected changes in daily precipitation and air temperature from a suite of five
global climate models and three emission scenarios for future periods 2046–2065 and 2081–2100 were downscaled for the study
region. The simulated climate scenarios were used to project future streamflows using the Generalized Watershed Loading
Functions – Variable Source Area watershed model. Seasonal turbidity rating curves based on measured historical streamflow
and stream turbidity were used in combination with the simulated streamflow for generating future stream turbidity scenarios.
Results indicate an increase in future ambient stream turbidity from November to March and a decrease during April. These
results are the effects of increased winter rainfall, reduced snowfall, and a shift to early timing of spring snowmelt runoff, causing
an increase in streamflow during early winter. It also suggests a reduction in the traditional peak streamflow around April that is
expected to occur in this region. As a result, our models simulate a consistent increase in the low to medium percentile range of
turbidity values associated with low to medium range of streamflows and no apparent change in high-percentile turbidity values
associated with high streamflows. Our results may be applicable in regions where snowmelt runoff is an important process and
turbidity caused by the suspension of fine clay particles is a water quality concern. Copyright © 2013 John Wiley & Sons, Ltd.
KEY WORDS climate change; snowmelt runoff; turbidity load; time series model; autocorrelation; rating curves
Received 21 August 2012; Accepted 8 March 2013
INTRODUCTION
High suspended sediment loads and the resulting turbidity
can impact the sustained use of rivers for water supply
and other designated uses. Changes in stream turbidity can
be an indication of changes in material fluxes, aquatic
geochemistry, water quality, channel morphology, and
aquatic habitats (Walling, 2009). Snowmelt runoff is an
important component of the hydrologic cycle in many
places, and changes in the timing and extent of snowmelt
can alter the quantity and quality of seasonal distribution of
the streamflow captured for water supply (Marshall and
Randhir, 2008) and also influence seasonal variations in
landscape and channel erosion. McDonald and Lamoureux
(2009) found non-linear increase in sediment yield with
increasing snowpack in the Canadian High Arctic due to
channel erosion caused by discharge from melting
snowpack. Evrard et al. (2011), based on a study in
south-eastern France, found a decrease in sediment yield
in the presence of deep snow cover that protected the soil
against erosion. Riverson et al. (2013) discuss the impact
of projected climate change on the spatial distribution of
snowpack development and its impact on water quality
including sediment in the Sierra Nevada, USA.
Understanding the processes and quantifying stream
turbidity under present and future conditions will be
valuable for watershed-scale management of stream
turbidity and maintaining high water quality. In particular,
the regional impacts of future climate variability and its
seasonal effects on sediment transport need further
attention. Regional variations in the direction and magni-
tude of hydroclimatic signal especially snow processes have
been observed (Stewart, 2009); however, very few studies
have reported on the potential impact of climate change on
sediment loads of streams and rivers (Intergovernmental
Panel on Climate Change (IPCC), 2007).
The New York City (NYC) water supply is currently the
largest unfiltered water supply in the USA, operating under a
renewable filtration avoidance determination granted by the
New York State Department of Health and the US
*Correspondence to: Rajith Mukundan, City University of New York,
New York, NY 10065, USA.
E-mail: Rajith.Mukundan@hunter.cuny.edu
HYDROLOGICAL PROCESSES
Hydrol. Process. (2013)
Published online in Wiley Online Library
(wileyonlinelibrary.com) DOI: 10.1002/hyp.9824
Copyright © 2013 John Wiley & Sons, Ltd.