Seasonality in spatial variability and influence of land use/land cover and watershed characteristics on stream water nitrate concentrations in a developing watershed in the Rocky Mountain West

[1] In recent decades, the Rocky Mountain West has been one of the fastest growing regions in the United States. Headwater streams in mountain environments may be particularly susceptible to nitrogen enrichment from residential and resort development. We utilized stream water chemistry from six synoptic sampling campaigns combined with land use/land cover (LULC) and terrain analysis in geostatistical modeling to examine the spatial and seasonal variability of LULC impacts on stream water nitrate. Stream water nitrate was spatially correlated for longer distances during the dormant season than during the growing season, suggesting the importance of biological retention. Spatial linear models indicated that anthropogenic sources best predicted stream water nitrate in the dormant season, while variables describing biological processing were the best predictors in the growing season. This work demonstrates the importance of (1) incorporating spatial relationships into water quality modeling and (2) investigating stream water chemistry across seasons to gain a more complete understanding of development impacts on stream water quality.

[1]  The Role of Riparian Zones in Steep Mountain Watersheds , 2005 .

[2]  S. Fisher,et al.  HORIZONS IN STREAM BIOGEOCHEMISTRY: FLOWPATHS TO PROGRESS , 2004 .

[3]  Elizabeth W. Boyer,et al.  Nitrogen retention in rivers: model development and application to watersheds in the northeastern U.S.A. , 2002 .

[4]  Richard M. Vogel,et al.  REGIONAL REGRESSION MODELS OF ANNUAL STREAMFLOW FOR THE UNITED STATES , 1999 .

[5]  Jay M. Ver Hoef,et al.  Geostatistical modelling on stream networks: developing valid covariance matrices based on hydrologic distance and stream flow , 2007 .

[6]  J. Böhlke,et al.  Oxygen isotopes in nitrite: analysis, calibration, and equilibration. , 2007, Analytical chemistry.

[7]  W. Bowman,et al.  The Landscape Continuum: A Model for High-Elevation Ecosystems , 2004 .

[8]  K. Tonnessen,et al.  CRITICAL LOADS FOR INORGANIC NITROGEN DEPOSITION IN THE COLORADO FRONT RANGE, USA , 2000 .

[9]  T. Minor,et al.  Land use change and effects on water quality and ecosystem health in the Lake Tahoe basin, Nevada and California , 2001 .

[10]  Lawrence E. Band,et al.  Nitrogen Fluxes and Retention in Urban Watershed Ecosystems , 2004, Ecosystems.

[11]  F. Triska,et al.  Ammonium sorption to channel and riparian sediments: A transient storage pool for dissolved inorganic nitrogen , 1994 .

[12]  J. Melack,et al.  Mechanisms underlying export of N from high-elevation catchments during seasonal transitions , 2003 .

[13]  K. Williams Geologic map of the Ennis 30' x 60' quadrangle, Madison and Gallatin Counties, Montana, and Park County, Wyoming , 2000 .

[14]  D. Pearson,et al.  Detecting and Modeling Spatial and Temporal Dependence in Conservation Biology , 2000, Conservation biology : the journal of the Society for Conservation Biology.

[15]  Richard M Vogel,et al.  Predicting ground water nitrate concentration from land use , 2005, Ground water.

[16]  H. Elsenbeer,et al.  The influence of land-use changes on soil hydraulic properties: Implications for runoff generation , 2006 .

[17]  D. Clow,et al.  Relations between basin characteristics and stream water chemistry in alpine/subalpine basins in Rocky Mountain National Park, Colorado , 2000 .

[18]  N. S. Urquhart,et al.  Patterns of Spatial Autocorrelation in Stream Water Chemistry , 2006, Environmental monitoring and assessment.

[19]  R. Monson,et al.  Variation in competitive abilities of plants and microbes for specific amino acids , 1999, Biology and Fertility of Soils.

[20]  S. Kaushal,et al.  Patterns in the Chemical Fractionation of Organic Nitrogen in Rocky Mountain Streams , 2003, Ecosystems.

[21]  D. Sigman,et al.  Measurement of the oxygen isotopic composition of nitrate in seawater and freshwater using the denitrifier method. , 2002, Analytical chemistry.

[22]  W. McDowell,et al.  Can't See the Forest for the Stream? In-stream Processing and Terrestrial Nitrogen Exports , 2005 .

[23]  L. E. Asmussen,et al.  Riparian Forests as Nutrient Filters in Agricultural Watersheds , 1984 .

[24]  P. Stackelberg,et al.  Relation of Ground-Water Quality to Land Use on Long Island, New York , 1995 .

[25]  T. Burt,et al.  Denitrification in riparian buffer zones : the role of floodplain hydrology , 1999 .

[26]  Variability in surface‐subsurface hydrologic interactions and implications for nutrient retention in an arid‐land stream , 2007 .

[27]  W. Steffen,et al.  Global Change and the Earth System: A Planet Under Pressure , 2005 .

[28]  S. Hamilton,et al.  N uptake as a function of concentration in streams , 2002, Journal of the North American Benthological Society.

[29]  Noel A Cressie,et al.  Statistics for Spatial Data. , 1992 .

[30]  P. Legendre Spatial Autocorrelation: Trouble or New Paradigm? , 1993 .

[31]  M. Newson,et al.  Land, Water and Development: Sustainable Management of River Basin Systems , 1997 .

[32]  Trevor Hastie,et al.  The Elements of Statistical Learning , 2001 .

[33]  G. Asner,et al.  Nitrogen Cycles: Past, Present, and Future , 2004 .

[34]  C. Goodale,et al.  The influence of climate on average nitrogen export from large watersheds in the Northeastern United States , 2006 .

[35]  P G Whitehead,et al.  Steady state and dynamic modelling of nitrogen in the River Kennet: impacts of land use change since the 1930s. , 2002, The Science of the total environment.

[36]  T. Dunne,et al.  Natural controls and human impacts on stream nutrient concentrations in a deforested region of the Brazilian Amazon basin , 2004 .

[37]  P. Brooks,et al.  Snowpack controls on nitrogen cycling and export in seasonally snow-covered catchments , 1999 .

[38]  Mike Rees,et al.  5. Statistics for Spatial Data , 1993 .

[39]  J. Holloway,et al.  Nitrogen release from rock and soil under simulated field conditions , 2001 .

[40]  David K. Mueller,et al.  NUTRIENT CONCENTRATIONS AND YIELDS IN UNDEVELOPED STREAM BASINS OF THE UNITED STATES 1 , 2000 .

[41]  J. Quinn,et al.  Effects of land use and riparian flowpath on delivery of dissolved organic carbon to streams , 2001 .

[42]  Alan R. Hill,et al.  Nitrate Removal in Stream Riparian Zones , 1996 .

[43]  C. Barford,et al.  A bacterial method for the nitrogen isotopic analysis of nitrate in seawater and freshwater. , 2001, Analytical chemistry.

[44]  S. Hamilton,et al.  Control of Nitrogen Export from Watersheds by Headwater Streams , 2001, Science.

[45]  N. Grimm,et al.  Influence of shifting flow paths on nitrogen concentrations during monsoon floods, San Pedro River, Arizona , 2007 .

[46]  Gregory E. Schwarz,et al.  Effect of stream channel size on the delivery of nitrogen to the Gulf of Mexico , 2000, Nature.

[47]  L. Puckett Nonpoint and Point Sources of Nitrogen in Major Watersheds of the United States , 1994 .

[48]  David K. Mueller,et al.  Nutrients in Streams and Rivers Across the Nation -- 1992-2001 , 2006 .

[49]  R. Lawrence,et al.  Fluvial response a decade after wildfire in the northern Yellowstone ecosystem: a spatially explicit analysis , 2003 .

[50]  J. Aber,et al.  Nitrogen saturation in northern forest ecosystems , 1989 .

[51]  C. Townsend,et al.  Temporal variation of N and P uptake in 2 New Zealand streams , 2005, Journal of the North American Benthological Society.

[52]  Jill S. Baron,et al.  Controls on nitrogen flux in alpine/subalpine watersheds of Colorado , 2000 .

[53]  N. Caine,et al.  Landscape Controls on Organic and Inorganic Nitrogen Leaching across an Alpine/Subalpine Ecotone, Green Lakes Valley, Colorado Front Range , 2003, Ecosystems.

[54]  William H. McDowell,et al.  Stream denitrification across biomes and its response to anthropogenic nitrate loading , 2008, Nature.

[55]  T. Minor,et al.  Land use change and effects on water quality and ecosystem health in the Lake Tahoe basin, Nevada and California: year-1 progress , 2002 .

[56]  J. J. Morgan,et al.  Aquatic Chemistry: Chemical Equilibria and Rates in Natural Waters , 1970 .

[57]  B. Nolan,et al.  Relating Nitrogen Sources and Aquifer Susceptibility to Nitrate in Shallow Ground Waters of the United States , 2001, Ground water.

[58]  J. McDonnell,et al.  Isotope tracers in catchment hydrology , 1998 .

[59]  J. Baron,et al.  Nitrogen fluxes in a high elevation Colorado Rocky Mountain basin , 1997 .

[60]  J. Seibert,et al.  A new triangular multiple flow direction algorithm for computing upslope areas from gridded digital elevation models , 2007 .

[61]  J. Hoef,et al.  Spatial statistical models that use flow and stream distance , 2006, Environmental and Ecological Statistics.

[62]  J. Welker,et al.  The role of topography on catchment‐scale water residence time , 2005 .

[63]  N. Cressie,et al.  Spatial prediction on a river network , 2006 .

[64]  J. Melack,et al.  Solute chemistry of snowmelt and runoff in an Alpine Basin, Sierra Nevada , 1991 .

[65]  Arthur J. Lembo,et al.  Predicting stream temperatures: geostatistical model comparison using alternative distance metrics , 2003 .

[66]  P. Brooks,et al.  Microbial activity under alpine snowpacks, Niwot Ridge, Colorado , 1996 .

[67]  Penny J Johnes,et al.  Landscape, regional and global estimates of nitrogen flux from land to sea: Errors and uncertainties , 2002 .

[68]  P. Brooks,et al.  Inorganic nitrogen and microbial biomass dynamics before and during spring snowmelt , 1998 .

[69]  S. Kaushal,et al.  Land use change and nitrogen enrichment of a Rocky Mountain watershed. , 2006, Ecological applications : a publication of the Ecological Society of America.

[70]  Noel A. C. Cressie,et al.  Statistics for Spatial Data: Cressie/Statistics , 1993 .

[71]  J. Webster,et al.  Nitrogen saturation in stream ecosystems. , 2006, Ecology.

[72]  Lester L. Yuan,et al.  Using Spatial Interpolation to Estimate Stressor Levels in Unsampled Streams , 2004, Environmental monitoring and assessment.

[73]  C. Clapp,et al.  Assimilation of nitrogen by soil microbial population: NH4 versus organic N , 1992 .

[74]  Laura S. Craig,et al.  Nitrogen saturation in streams and forests of the Maryland Piedmont , 2009 .

[75]  A. N. Strahler Hypsometric (area-altitude) analysis of erosional topography. , 1952 .

[76]  J. Aber,et al.  Nitrogen Saturation in Northern Forest Ecosystems Excess nitrogen from fossil fuel combustion may stress the biosphere , 2022 .

[77]  Brian L. McGlynn,et al.  Distributed assessment of contributing area and riparian buffering along stream networks , 2003 .

[78]  J. Melack,et al.  Geochemical and hydrologic controls on the composition of surface water in a high‐elevation basin. Sierra Nevada, California , 1993 .

[79]  J. Holloway,et al.  Contribution of bedrock nitrogen to high nitrate concentrations in stream water , 1998, Nature.

[80]  William H. McDowell,et al.  Elemental Dynamics in Streams , 1988, Journal of the North American Benthological Society.

[81]  Nancy B. Grimm,et al.  SPATIAL HETEROGENEITY OF STREAM WATER NUTRIENT CONCENTRATIONS OVER SUCCESSIONAL TIME , 1999 .

[82]  Lisa M. Ganio,et al.  A geostatistical approach for describing spatial pattern in stream networks , 2005 .

[83]  P. Vitousek,et al.  Nitrate Losses from Disturbed Ecosystems , 1979, Science.

[84]  G. Molenberghs,et al.  Models for Discrete Longitudinal Data , 2005 .

[85]  L. J. Garcia-Gil,et al.  Sulfide-induced dissimilatory nitrate reduction to ammonia in anaerobic freshwater sediments , 1996 .

[86]  Michael N. Gooseff,et al.  Hydrologic connectivity between landscapes and streams: Transferring reach‐ and plot‐scale understanding to the catchment scale , 2009 .