RECONSTRUCTIONS OF HYDROLOGIC VARIABLES IN THE NORTH PLATTE RIVER BASIN

Authors

  • Sally Rose Anderson Civil and Environmental Engineering, University of Tennessee – Knoxville, USA
  • Amanda Bowen Civil and Environmental Engineering, University of Tennessee – Knoxville, USA
  • Glenn Tootle Civil, Construction and Environmental Engineering, University of Alabama, USA
  • Abdoul Oubeidillah Civil Engineering, University of Texas – Rio Grande Valley, USA

DOI:

https://doi.org/10.29121/ijetmr.v6.i2.2019.356

Keywords:

Hydrologic Reconstruction, Streamflow, Snow Water Equivalent, Soil Moisture, Tree Ring Chronologies, North Platte River Basin

Abstract

Reconstructions of hydrologic variables are commonly created using tree-ring chronologies (TRCs) to generate information about historic climate and potential future variability. This study used TRCs to reconstruct annual streamflow, April 1st Snow Water Equivalent (SWE), and soil moisture in the North Platte River Basin (NPRB). Stepwise linear regression was performed to determine which of the 55 moisture sensitive TRCs were the best predictors of hydrologic variation. The regressions explained 63% of the variability in streamflow, 55% of the variability in SWE, and 66% of the variability in soil moisture. This study then maximized the overlapping period of records which resulted in a decrease in the percent of variability explained but indicated that the regression models were stable for long reconstruction periods. This study successfully reconstructed all three hydrologic variables for NPRB to 1438 or earlier. Temporal wet and dry periods for streamflow and SWE were closely aligned while soil moisture did not follow similar temporal patterns. This was likely due to a natural “lag” between soil moisture and streamflow / SWE given soil moisture tends to retain antecedent signals. The availability of reconstructed hydrologic data in NPRB allows for a better understanding of the long-term hydrologic variability in the region.

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References

Acharya, A., T. C. Piechota, H. Stephen, and G. A. Tootle, 2011. Modeled streamflow response under cloud seeding in the North Platte River watershed. Journal of Hydrology, 409(1-2):305-314. DOI: https://doi.org/10.1016/j.jhydrol.2011.08.027

Anderson, S., C. L. Moser, G. A. Tootle, H. D. Grissino-Mayer, J. Timilsena, and T. Piechota, 2012c. Snowpack reconstructions incorporating climate in the Upper Green River Basin (Wyoming). Tree-Ring Research, 68(2):105-114. DOI: https://doi.org/10.3959/2011-8.1

Anderson, S., G. A. Tootle, H. Grissino-Mayer, 2012a. Reconstructions of soil moisture for the Upper Colorado River Basin using tree-ring chronologies. Journal of the American Water Resources Association, 48(4):849-858. DOI: https://doi.org/10.1111/j.1752-1688.2012.00651.x

Anderson, S., O. A. Aziz, G. A. Tootle, H. Grissino-Mayer, and A. Barnett, 2012b. Using Pacific Ocean climatic variability to improve hydrologic reconstructions. Journal of Hydrology, 434- 435:69-77. DOI: https://doi.org/10.1016/j.jhydrol.2012.02.037

Barnett, F. A., S. T. Gray, and G. A. Tootle, 2010. Upper Green River Basin (United States) streamflow reconstructions. Journal of Hydrologic Engineering, 15(7):567–579. DOI: https://doi.org/10.1061/(ASCE)HE.1943-5584.0000213

Cook, E. R., D. M. Meko, D. W. Stahle, and M. K. Cleaveland, 1999. Drought reconstructions for the continental United States. Journal of Climate, 12:1145–1162. DOI: https://doi.org/10.1175/1520-0442(1999)012<1145:DRFTCU>2.0.CO;2

DeVelice, R. L., J. A. Ludwig, W. H. Moir, and F. Ronco, Jr. 1986. A classification of forest habitat types of northern New Mexico and southern Colorado. USDA Forest Service, General Technical Report RM-131. Rocky Mountain Forest and Range Experiment Station, Fort Collins, CO. 59 p.

Evans, R. A., 1988. Management of pinyon-juniper woodlands. General Technical Report INT- 249. Ogden, UT: U.S. Department of Agriculture, Forest Service, Intermountain Research Station. 34 p.

Evans, S. P. and M. Trevisan, 1995. A soil water-balance ‘bucket’ model for paleoclimatic purposes 1.model structure and validation. Ecological Modeling, 82:109-129. DOI: https://doi.org/10.1016/0304-3800(94)00084-U

Fan, Y. and H. van den Dool, 2004. Climate prediction center global monthly soil moisture data set at 0.5° resolution for 1948 to present. Journal of Geophysical Research, 109:D10102. DOI: https://doi.org/10.1029/2003JD004345

Fritts, H. C., 1976. Tree Rings and Climate. Academic Press, London, United Kingdom, ISBN-13: 978-1930665392.

Gray, S. T., J. J. Lukas, and C. A. Woodhouse, 2011. Millennial-length records of streamflow from three major upper Colorado River tributaries. Journal of the American Water Resources Association, 47(4): 702-712. DOI: https://doi.org/10.1111/j.1752-1688.2011.00535.x

International Tree-Ring Data Bank, 2013. Paleoclimatology Data, <http://www.ncdc.noaa.gov/paleo/treering.html> (Accessed April 2013).

Kuhn, G., 2005. Historical perspective of statewide streamflows during the 2002 and 1977 droughts in Colorado. Scientific Investigations Report, USGS, 84:1-90. DOI: https://doi.org/10.3133/sir20055174

Loaiciga, H. A., L. Haston, and J. Michaelsen, 1993. Dendrohydrology and long-term hydrologic phenomena. Reviews of Geophysics, 31:151–171. DOI: https://doi.org/10.1029/93RG00056

Mast, J. N., T. T. Veblen, and Y. B. Linhart, 1998. Disturbance and climatic influences on age structure of ponderosa pine at the pine/grassland ecotone, Colorado Front Range. Journal of Biogeography, 25: 743-755. DOI: https://doi.org/10.1046/j.1365-2699.1998.2540743.x

Meko, D. M., C. A. Woodhouse, and K. Morino, 2012. Dendrochronology and links to streamflow. Journal of Hydrology, (412-413): 200-209. DOI: https://doi.org/10.1016/j.jhydrol.2010.11.041

Meko, D. M., C. A. Woodhouse, C. A. Baisan, T. Knight, J. J. Lukas, M. K. Hughes, and M. W. Salzer, 2007. Medieval drought in the Upper Colorado River Basin. Geophysical Research Letters, 34: L10705, doi: 10.1029/2007GL029988. DOI: https://doi.org/10.1029/2007GL029988

Meko, D. M., C. W. Stockton, and W. R. Boggess, 1995. The tree-ring record of severe sustained drought. Water Resources Bulletin, 31(5):789–801. DOI: https://doi.org/10.1111/j.1752-1688.1995.tb03401.x

Meko, D. M., M. D. Therrell, C. H. Baisan, and M. K. Hughes, 2001. Sacramento River flow reconstructed to A.D. 869 from tree rings. Journal of the American Water Resources Association, 37(4):1029 –1039. DOI: https://doi.org/10.1111/j.1752-1688.2001.tb05530.x

National Oceanic and Atmospheric Administration (NOAA), 2013. Land Surface Monitoring and Prediction, <http://www.cpc.ncep.noaa.gov/products/Soilmst_Monitoring/> (Accessed April 2013)

Savin, N. E. and K. J. White, 1977. The Durbin-Watson test for serial correlation with extreme sample sizes or many regressors. Econometrica, 45(8):1989-1996. DOI: https://doi.org/10.2307/1914122

Shinker, J. J., B. N. Shuman, T. A. Minckley, and A. K. Henderson, 2010. Climatic shifts in the availability of contested waters: a long-term perspective from the headwaters of the North Platte River. Annals of the Association of American Geographers, 100(4):866-879. DOI: https://doi.org/10.1080/00045608.2010.500196

Slack, J. R., A. Lumb, and J. M. Landwehr, 1993. Hydro-climatic data network (HCDN) streamflow data set, 1874-1998 (CD-ROM). USGS, Reston, Va., <http://www.daac.ornl.gov> (Accessed July 2013)

Soukup, T. L., O. A. Aziz, G. A. Tootle, T. C. Piechota, and S. S. Wulff, 2009. Long lead-time streamflow forecasting of the North Platte River incorporating oceanic-atmospheric climate variability. Journal of Hydrology, 368:131-142. DOI: https://doi.org/10.1016/j.jhydrol.2008.11.047

Tang, C. and T. C. Piechota, 2009. Spatial and temporal soil moisture and drought variability in the upper Colorado River Basin. Journal of Hydrology, 379:122-135. DOI: https://doi.org/10.1016/j.jhydrol.2009.09.052

Timilsena, J., and T. Piechota, 2008. Regionalization and reconstruction of snow water equivalent in the upper Colorado River Basin. Journal of Hydrology, 352:94–106. DOI: https://doi.org/10.1016/j.jhydrol.2007.12.024

United States Department of Agriculture (USDA) Natural Resources Conservation Service (NRCS), 2013. Snow Telemetry (SNOTEL) and Snow Course Data and Products, <http://www.wcc.nrcs.usda.gov/snow/> (Accessed April 2013)

United States Geological Survey (USGS), 2013. Water Resources of the United States, <http://water.usgs.gov/GIS/huc_name.html> (Accessed April 2013)

Van den Dool, H., J. Huang, and Y. Fan, 2003. Performance and analysis of the constructed analogue method applied to U.S. soil moisture over 1981-2001. Journal of Geophysical Research, 108(D16), doi: 10.1029/2002JD003114. DOI: https://doi.org/10.1029/2002JD003114

Wallis, J. R., D. P. Lettenmaier, and E. F. Wood, 1991. A daily hydroclimatical data set for the continental United States. Water Resources Research, 27(7):1657-1663. DOI: https://doi.org/10.1029/91WR00977

Watson, T. A., F. A. Barnett, S. T. Gray, and G. A. Tootle, 2009. Reconstructed streamflow for the headwaters of the Wind River, Wyoming USA. Journal of the American Water Resources Association, 45(1):1–13. DOI: https://doi.org/10.1111/j.1752-1688.2008.00274.x

Woodhouse, C. A., 2003. A 431-yr reconstruction of western Colorado snowpack from tree rings. Journal of Climate, 16:1551-1561. DOI: https://doi.org/10.1175/1520-0442-16.10.1551

Woodhouse, C. A., and J. J. Lukas, 2006. Multi-century tree-ring reconstructions of Colorado streamflow for water resource planning. Climatic Change, 78:293–315. DOI: https://doi.org/10.1007/s10584-006-9055-0

Woodhouse, C. A., J. J. Lukas, and P. M. Brown, 2002. Drought in the western great plains,1845- 56. Impacts and Implications Bulletin of the American Meteorological Society, DOI: 10.1175/BAMS-83-10-1485. DOI: https://doi.org/10.1175/BAMS-83-10-1485

Woodhouse, C. A., S. T. Gray, and D. M. Meko, 2006. Updated streamflow reconstructions for the upper Colorado River basin. Water Resources Research, 42: W05415. DOI: https://doi.org/10.1029/2005WR004455

Yin, Z., X. Shao, N. Qin, and E. Liang, 2008. Reconstruction of a 1436-year soil moisture and vegetation water use history based on tree-ring widths from Qilian junipers in northeastern Qaidam Basin, northwestern China. International Journal of Climatology, 28:3 DOI: https://doi.org/10.1002/joc.1515

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Published

2019-02-28

How to Cite

Anderson, S. R., Bowen, A., Tootle, G., & Oubeidillah, A. (2019). RECONSTRUCTIONS OF HYDROLOGIC VARIABLES IN THE NORTH PLATTE RIVER BASIN . International Journal of Engineering Technologies and Management Research, 6(2), 59–71. https://doi.org/10.29121/ijetmr.v6.i2.2019.356