Case Studies
Aug 29, 2017

Implications of Climate Change on Water Budgets and Reservoir Water Harvesting of Nuuanu Area Watersheds, Oahu, Hawaii

Publication: Journal of Water Resources Planning and Management
Volume 143, Issue 11

Abstract

Assessing freshwater availability under changing climate and land-use conditions is critical for tropical islands, where small watershed sizes and unique hydrological features mean that freshwater resources are very sensitive to these changes. The objective of this study is to assess the impact of climate change on the water budgets of the Nuuanu area watersheds (NAW), Oahu, Hawaii, and most importantly, on the potential of water harvesting from Nuuanu Reservoir 4 (NR4). The harvest approach concerns water diversion from the reservoir for artificially supplementing groundwater recharge through injection into the subsurface. Following calibration and validation at multiple streamflow gauging stations across the watershed, the soil and water assessment tool (SWAT) model was applied to assess current and future water availability in the NR4. Multiple statistical evaluation criteria were used to demonstrate that SWAT adequately reproduced the observed daily streamflow hydrographs at all stations. Climate change analyses used the representative concentration pathways (RCP) 4.5 and 8.5 scenarios. The reported analysis suggests that the water-budget components of the NAW will generally be adversely affected by climate change. Compared to the baseline of 35 years, the amount of water available from the NR4 for harvesting will decrease by as much as 27%, and the corresponding outflow values will decrease by as much as 37%. Despite future temperature increases, the actual monthly watershed-scale evapotranspiration will decrease because of the overall decrease in rainfall and soil-moisture availability. Rainfall has the dominant control over the magnitude of water-budget components and harvesting compared with temperature and solar radiation. This study presents a blueprint for surface-water-harvesting scenarios, which may become a necessity across the Pacific and other islands in the future.

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Acknowledgments

This paper was partially funded by the Pacific Regional Integrated Sciences and Assessments (Pacific RISA), NOAA Climate Program Office Grant NA10OAR4310216, and the Honolulu Board of Water Supply (HBWS) Grant C15548001. This is School of Ocean and Earth Science and Technology (SOEST) publication number 10209.

References

Abbaspour, K. C., et al. (2007). “Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT.” J. Hydrol., 333(2–4), 413–430.
Al-Ansari, N., Ezz-Aldeen, M., Knutsson, S., and Zakaria, S. (2013). “Water harvesting and reservoir optimization in selected areas of South Sinjar Mountain, Iraq.” J. Hydrol. Eng., 1607–1616.
Arnold, J. G., Kiniry, J. R., Srinivasan, R., Williams, J. R., Haney, E. B., and Neitsch, S. L. (2011). “Soil and water assessment tool input/output file documentation version 2009.”, Texas A&M Univ. System, College Station, TX.
Arnold, J. G., Srinivasan, R., Mukundan, R. S., and Williams, J. R. (1998). “Large area hydrologic modeling and assessment. I: Model development.” J. Am. Water Resour. Assoc., 34(1), 73–89.
Australian Bureau of Meteorology and CSIRO. (2011). Climate change in the Pacific: Scientific assessment and new research, Canberra, Australia.
Bassiouni, M., and Oki, D. S. (2013). “Trends and shifts in streamflow in Hawai’i, 1913-2008.” Hydrol. Processes, 27(10), 1484–1500.
Bennett, N. D., et al. (2013). “Characterising performance of environmental models.” Environ. Modell. Softw., 40, 1–20.
Bouma, J. A., Hegde, S. S., and Lasage, R. (2016). “Assessing the returns to water harvesting: A meta-analysis.” Agric. Water Manage., 163, 100–109.
Burnett, K., and Wada, C. (2014). “Optimal groundwater management when recharge is declining: A method for valuing the recharge benefits of watershed conservation.” Environ. Econ. Policy Stud., 16(3), 263–278.
Castelletti, A., Yajima, H., Giuliani, M., Soncini-Sessa, R., and Weber, E. (2014). “Planning the optimal operation of a multioutlet water reservoir with water quality and quantity targets.” J. Water Resour. Plann. Manage., 510–496.
Chu, P.-S., and Chen, H. (2005). “Interannual and interdecadal rainfall variations in the Hawaiian Islands.” J. Clim., 18(22), 4796–4813.
Cibin, R., Sudheer, K. P., and Chaubey, I. (2010). “Sensitivity and identifiability of stream flow generation parameters of the SWAT model.” Hydrol. Processes, 24(9), 1133–1148.
Diaz, H. F., Giambelluca, T. W., and Eischeid, J. K. (2011). “Changes in the vertical profiles of mean temperature and humidity in the Hawaiian Islands.” Global Planet. Change, 77(1–2), 21–25.
Dile, Y. T., Karlberg, L., Daggupati, P., Srinivasan, R., Wiberg, D., and Rockström, J. (2016). “Assessing the implications of water harvesting intensification on upstream–downstream ecosystem services: A case study in the Lake Tana basin.” Sci. Total Environ., 542(Part A), 22–35.
Elsner, M., et al. (2010). “Implications of 21st century climate change for the hydrology of Washington State.” Clim. Change, 102(1–2), 225–260.
Engott, J. A., Johnson, A. G., Bassiouni, M., and Izuka, S. K. (2015). “Spatially distributed groundwater recharge for 2010 land cover estimated using a water-budget model for the island of Oahu, Hawaii.”, U.S. Geological Survey, Reston, VA.
Feki, F., et al. (2015). “Rain water harvesting as additional water supply for multi-storey buildings in Arba Minch, Ethiopia.” Desalin. Water Treat., 53(4), 1060–1067.
Finucane, M. L., and Keener, V. W. (2015). “Understanding the climate-sensitive decisions and information needs of island communities.” J. Indian Ocean Region, 11(1), 110–120.
Gannett Fleming. (2008). “Phase I investigation: Nuuanu Dam No. 4.” Honolulu.
Gassman, P. W., Reyes, M. R., Green, C. H., and Arnold, J. G. (2007). “The soil and water assessment tool: Historical development, applications, and future research directions.” Trans. ASABE, 50(4), 1211–1250.
Ghoraba, S. M. (2015). “Hydrological modeling of the Simly Dam watershed (Pakistan) using GIS and SWAT model.” Alexandria Eng. J., 54(3), 583–594.
Giambelluca, T. W., et al. (2009). “Evapotranspiration and energy balance of native wet montane cloud forest in Hawai’i.” Agric. For. Meteorol., 149(2), 230–243.
Giambelluca, T. W., et al. (2011). The rainfall atlas of Hawai’i, Univ. of Hawaii at Manoa, Honolulu, 72.
Giambelluca, T. W., et al. (2013). “Online Rainfall Atlas of Hawai‘i.” Bull. Am. Meteorol. Soc., 94(3), 313–316.
Giambelluca, T. W., et al. (2014). Evapotranspiration of Hawai’i, Univ. of Hawaii at Manoa, Honolulu, 131.
Giambelluca, T. W., Diaz, H. F., and Luke, M. S. A. (2008). “Secular temperature changes in Hawai’i.” Geophys. Res. Lett., 35(12), L12702.
Gingerich, S. B., and Oki, D. S. (2000). Groundwater in Hawaii, U.S. Geological Survey, Washington, DC.
Glendenning, C. J., van Ogtrop, F. F., Mishra, A. K., and Vervoort, R. W. (2012). “Balancing watershed and local scale impacts of rain water harvesting in India—A review.” Agric. Water Manage., 107, 1–13.
Hawaii Community Foundation. (2015). A blueprint for Hawaii’s water future, Honolulu, 24.
Hawaii Population Growth Rate. (2017). “Population components of change.” ⟨http://data.uhero.hawaii.edu/#/category?id=23&geo=HON&freq=A& view=table#25⟩ (May 2015).
Hawaii State Water Code. (2017). “2013 Hawaii revised statues.” ⟨http://law.justia.com/codes/hawaii/2013/title-12/chapter-174c/⟩ (Mar. 2017).
HBWS (Honolulu Board of Water Supply). (2017a). “Oahu′s water history.” ⟨http://www.boardofwatersupply.com /about-us/oahus-water-history⟩ (Mar. 2017).
HBWS (Honolulu Board of Water Supply). (2017b). “Water master plan.” ⟨http://www.boardofwatersupply.com/water-resources/water-master-plan⟩ (Mar. 2017).
HBWS (Honolulu Board of Water Supply). (2017c). “Water resources.” ⟨http://www.boardofwatersupply.com/water-resources⟩ (Mar. 2017).
IPCC (Intergovernmental Panel on Climate Change). (2014). “Summary for policymakers.” Climate change 2014: Impacts, adaptation, and vulnerability. Part A: Global and sectoral aspects. Contribution of Working Group II to the 5th assessment report of the Intergovernmental Panel on Climate Change, C. B. Field, et al., eds., Cambridge University Press, Cambridge, U.K. 1–32.
Kako’o’oiwi. (2011). “Application for coverage under nationwide permit 27 for aquatic habitat restoration, establishment, and enhancement.”, Kaneohe, HI.
Kim, H., and Parajuli, P. B. (2014). “Impacts of reservoir outflow estimation methods in SWAT model calibration.” Trans. ASABE, 57(4), 1029–1042.
Kim, N. W., Lee, J. E., and Kim, J. T. (2012). “Assessment of flow regulation effects by dams in the Han River, Korea, on the downstream flow regimes using SWAT.” J. Water Resour. Plann. Manage., 24–35.
Kim, Y., Koo, M., Lee, K., Ko, K., and Barry, J. M. (2008). Application of analysis and modeling for surface water-ground water system: Preliminary study of artificial recharge in Jeju Island, AGU, San Francisco.
Lau, L. S., and Mink, J. F. (2006). Hydrology of the Hawaiian Islands, Univ. of Hawaii Press, Honolulu.
Legates, D. R., and McCabe, G. J. (1999). “Evaluating the use of “goodness-of-fit” measures in hydrologic and hydroclimatic model validation.” Water Resour. Res., 35(1), 233–241.
Leta, O. T., El-Kadi, A. I., Dulai, H., and Ghazal, K. A. (2016). “Assessment of climate change impacts on water balance components of Heeia watershed in Hawaii.” J. Hydrol. Regional Studies, 8, 182–197.
Longman, R. J., Giambelluca, T. W., Alliss, R. J., and Barnes, M. L. (2014). “Temporal solar radiation change at high elevations in Hawai’i.” J. Geophys. Res., 119(10), 6022–6033.
Lowry, C. S., and Anderson, M. P. (2006). “An assessment of aquifer storage recovery using ground water flow models.” Ground Water, 44(5), 661–667.
Mateus, M. C., and Tullos, D. (2017). “Reliability, sensitivity, and vulnerability of reservoir operations under climate change.” J. Water Resour. Plann. Manage., 04016085.
Mishra, A., Froebrich, J., and Gassman, P. W. (2007). “Evaluation of the SWAT model for assessing sediment control structures in a small watershed in India.” Trans. ASAE, 50(2), 469–477.
Monteith, J. L. (1965). “Evaporation and environment.” Symp. Soc. Exp. Biol., 19(205–23), 4.
Moriasi, D. N., Arnold, J. G., Van Liew, M. W., Bingner, R. L., Harmel, R. D., and Veith, T. L. (2007). “Model evaluation guidelines for systematic quantification of accuracy in watershed simulations.” Trans. ASABE, 50(3), 885–900.
Nash, J. E., and Sutcliffe, J. V. (1970). “River flow forecasting through conceptual models. I: A discussion of principles.” J. Hydrol., 10(3), 282–290.
Neitsch, S. L., Arnold, J. G., Kiniry, J. R., and Williams, J. R. (2011). Soil and water assessment tool theoretical documentation, version 2009, Grassland, Soil and Water Research Laboratory, Agricultural Research Service Blackland Research Center-Texas AgriLife Research, Temple, TX.
NOAA Coastal Change Analysis Program (C-CAP). (2017). “Land cover maps.” ⟨https://coast.noaa.gov/ccapatlas/⟩ (Jun. 2015).
NOAA Integrated Surface Database. (2017). “Integrated surface database.” ⟨https://www.ncdc.noaa.gov/isd⟩ (Jul. 2015).
NOAA National Climatic Data Center. (2017). “Climate data online.” ⟨https://www.ncdc.noaa.gov/cdo-web/datasets⟩ (Jun. 2015).
Oceanit. (2008). “Dam break analysis for Nu'uanu reservoir (HIOOI).” Honolulu, 140.
Oki, D. S. (2004). Trends in streamflow characteristics in Hawaii, 1913–2003, U.S. Geological Survey, Washington, DC, 4.
Parehkar, A., Mousavi, S. J., and Kim, J. H. (2016). “Automated calibration and optimization of water planning and allocation models: Gilan case study.” J. Water Resour. Plann. Manage., 05016011.
Pulwarty, R. S., Nurse, L. A., and Trotz, U. O. (2010). “Caribbean islands in a changing climate.” Environ. Sci. Policy Sustainable Dev., 52(6), 16–27.
Reis, J., Culver, T. B., Lacombe, G., and Sellamuttu, S. S. (2015). “Reservoir operation for recession agriculture in Mekong basin, Laos.” J. Water Resour. Plann. Manage., 04014083.
Safeeq, M., and Fares, A. (2012). “Hydrologic response of a Hawaiian watershed to future climate change scenarios.” Hydrol. Processes, 26(18), 2745–2764.
Salathe, E. P., Mote, P. W., and Wiley, M. W. (2007). “Review of scenario selection and downscaling methods for the assessment of climate change impacts on hydrology in the United States Pacific Northwest.” Int. J. Climatol., 27(12), 1611–1621.
Sherrod, D. R., Sinton, J. M., Watkins, S. E., and Brunt, K. M. (2007). “Geologic map of the state of Hawaii.”, U.S. Geological Survey, Washington, DC.
Sorooshian, S., Duan, Q., and Gupta, V. K. (1993). “Calibration of rainfall-runoff models: Application of global optimization to the Sacramento soil moisture accounting model.” Water Resour. Res., 29(4), 1185–1194.
Timm, O., and Diaz, H. F. (2009). “Synoptic-statistical approach to regional downscaling of IPCC twenty-first-century climate projections: Seasonal rainfall over the Hawaiian Islands.” J. Clim., 22(16), 4261–4280.
Timm, O. E., Diaz, H. F., Giambelluca, T. W., and Takahashi, M. (2011). “Projection of changes in the frequency of heavy rain events over Hawaii based on leading Pacific climate modes.” J. Geophys. Res., 116(D4), D04109.
Timm, O. E., Giambelluca, T. W., and Diaz, H. F. (2015). “Statistical downscaling of rainfall changes in Hawai’i based on the CMIP5 global model projections.” J. Geophys. Res., 120(1), 92–112.
USDA Natural Resources Conservation Service (NRCS). (2017). “Soil survey geographic database.” ⟨https://www.nrcs.usda.gov/wps/portal/nrcs/surveylist/soils/survey/state/?stateId=HI⟩ (May 2014).
USDA-SCS (U.S. Department of Agriculture-Soil Conservation Service). (1986). Urban hydrology for small watersheds, Washington, DC.
USGS (U.S. Geological Survey) (2017). “USGS water data for Hawaii.” ⟨https://waterdata.usgs.gov/hi/nwis/⟩ (Aug. 2015).
van Griensven, A., Meixner, T., Grunwald, S., Bishop, T., Di Lluzio, M., and Srinivasan, R. (2006). “A global sensitivity analysis tool for the parameters of multi-variable catchment models.” J. Hydrol., 324(1–4), 10–23.
Van Liew, M. W., Arnold, J. G., and Bosch, D. D. (2005). “Problems and potential of autocalibrating a hydrologic model.” Trans. ASABE, 48(3), 1025–1040.
Wang, G., and Xia, J. (2010). “Improvement of SWAT2000 modelling to assess the impact of dams and sluices on streamflow in the Huai River basin of China.” Hydrol. Processes, 24(11), 1455–1471.
Western Regional Climate Center. (2017). “Remote automated weather stations (RAWS).” ⟨https://raws.dri.edu/wraws/hiF.html⟩ (Jul. 2015).
Williams, J. R. (1969). “Flood routing with variable travel time or variable storage coefficients.” Trans. ASABE, 12(1), 100–103.
Winchell, M., Srinivasan, R., and Luzio, M. D. (2010). ArcSWAT interface for SWAT2009 user’s guide, Soil and Water Research Laboratory, Agricultural Research Service, Temple, TX.
Xu, Z. X., Pang, J. P., Liu, C. M., and Li, J. Y. (2009). “Assessment of runoff and sediment yield in the Miyun reservoir catchment by using SWAT model.” Hydrol. Processes, 23(25), 3619–3630.
Yang, J., Reichert, P., Abbaspour, K. C., Xia, J., and Yang, H. (2008). “Comparing uncertainty analysis techniques for a SWAT application to the Chaohe basin in China.” J. Hydrol., 358(1–2), 1–23.
Yazar, A., Kuzucu, M., Çelik, I., Sezen, S. M., and Jacobsen, S. E. (2014). “Water harvesting for improved water productivity in dry environments of the Mediterranean region case study: Pistachio in Turkey.” J. Agron. Crop Sci., 200(5), 361–370.
Zhu, X., Zhang, C., Yin, J., Zhou, H., and Jiang, Y. (2014). “Optimization of water diversion based on reservoir operating rules: Analysis of the Biliu River reservoir, China.” J. Hydrol. Eng., 411–421.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 143Issue 11November 2017

History

Received: Oct 3, 2016
Accepted: May 12, 2017
Published online: Aug 29, 2017
Published in print: Nov 1, 2017
Discussion open until: Jan 29, 2018

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Olkeba Tolessa Leta [email protected]
Postdoctoral Research Associate, Water Resources Research Center, Univ. of Hawaii at Manoa, Honolulu, HI 96822 (corresponding author). E-mail: [email protected]
Aly I. El-Kadi
Associate Director, Water Resources Research Center, and Professor, Dept. of Geology and Geophysics, Univ. of Hawaii at Manoa, Honolulu, HI 96822.
Henrietta Dulai
Associate Professor, Dept. of Geology and Geophysics, Univ. of Hawaii at Manoa, Honolulu, HI 96822.

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