Spatial Variations of Single-Family Residential Water Consumption in Portland, Oregon

Although water demand theories identify price structures, technology, and individual behavior as determinants of water demand, limited theoretical or empirical evidence suggests a link between urban development patterns and water use. To assess the role of urban development patterns on water demand, we used GIS and statistical models to analyze single-family residential water consumption in the Portland, Oregon, metropolitan area. Our results show that residential water consumption per household at the census block group scale is best explained by average building size, followed by building density and building age, with low water consumption areas clustering together and typically located in high-density and older neighborhoods. Accounting for spatial dependence among residuals, explanatory variables explain up to 87% of variations in water consumption. Our results help to develop a water demand framework that incorporates existing factors with urban development policies to more effectively manage limited water and land resources.

[1]  Johan Woltjer,et al.  Integrating Water Management and Spatial Planning , 2007 .

[2]  K. H. V. Durga Multi-criteria spatial decision analysis for forecasting urban water requirements: a case study of Dehradun city, India , 2005 .

[3]  Inmaculada Villanúa,et al.  Potential for Pricing Policies in Water Resource Management: Estimation of Urban Residential Water Demand in Zaragoza, Spain , 2006 .

[4]  Quanxi Shao,et al.  Predicting and understanding home garden water use , 2004 .

[5]  Vivek Shandas,et al.  Integrating Urban Form and Demographics in Water-Demand Management: An Empirical Case Study of Portland, Oregon , 2010 .

[6]  P. Gober,et al.  Determinants of Small-Area Water Consumption for the City of Phoenix, Arizona , 2007 .

[7]  Eugenie L. Birch,et al.  Growing Greener Cities: Urban Sustainability in the Twenty-First Century , 2008 .

[8]  N. Grimm,et al.  Global Change and the Ecology of Cities , 2008, Science.

[9]  Brian W. Baetz,et al.  EVALUATING PEDESTRIAN CONNECTIVITY FOR SUBURBAN SUSTAINABILITY , 2001 .

[10]  Water pricing reform, economic welfare and inequality , 2002 .

[11]  David O'Sullivan,et al.  Geographic Information Analysis , 2002 .

[12]  V. Mehta Lively Streets , 2007 .

[13]  Heejun Chang,et al.  Spatial Analysis of Water Use in Oregon, USA, 1985–2005 , 2009 .

[14]  Elizabeth A. Wentz,et al.  Applying Bayesian Maximum Entropy to extrapolating local‐scale water consumption in Maricopa County, Arizona , 2008 .

[15]  Clark Bernier,et al.  Adaptation of urban water supply infrastructure to impacts from climate and socioeconomic changes: The case of Hamilton, New Zealand , 2007 .

[16]  Doug Kelbaugh Smart Growth in a Changing World , 2010 .

[17]  Heejun Chang,et al.  Spatial analysis of water quality trends in the Han River basin, South Korea. , 2008, Water research.

[18]  Darren Holloway,et al.  The use of residential water consumption as an urban planning tool: a pilot study in Adelaide , 2004 .

[19]  Daniel A. Rodriguez,et al.  The development and testing of an audit for the pedestrian environment , 2007 .

[20]  Brian S. McIntosh,et al.  Classifying households for water demand forecasting using physical property characteristics , 2009 .

[21]  David Saurií,et al.  Lights and Shadows of Urban Water Demand Management: The Case of the Metropolitan Region of Barcelona , 2003 .

[22]  Fred L. Bookstein,et al.  On a Form of Piecewise Linear Regression , 1975 .

[23]  B. Hakim Sustainable Urbanism: Urban design with nature , 2010 .

[24]  D. Saurí,et al.  Urbanisation and Water Consumption: Influencing Factors in the Metropolitan Region of Barcelona , 2006 .

[25]  N Humphrey,et al.  Driving and the built environment: the effect of compact development on motorized travel, energy use, and CO2 emissions , 2010 .

[26]  L. Susskind,et al.  Five Important Themes in the Special Issue on Planning for Water , 2007 .

[27]  T. Beatley Green Urbanism: Learning From European Cities , 1999 .

[28]  Sumeeta Srinivasan Spatial Regression Models , 2008, Encyclopedia of GIS.

[29]  L. Anselin Local Indicators of Spatial Association—LISA , 2010 .

[30]  M. Hart,et al.  Quantifying the influence of land-use and surface characteristics on spatial variability in the urban heat island , 2009 .

[31]  Brian Stone,et al.  Is Compact Growth Good for Air Quality? , 2007 .

[32]  D. Saurí,et al.  Urbanization and Sustainable Resource Use: The Case of Garden Watering in the Metropolitan Region of Barcelona , 2005 .

[33]  Lily House-Peters,et al.  Effects of Urban Spatial Structure, Sociodemographics, and Climate on Residential Water Consumption in Hillsboro, Oregon1 , 2010 .

[34]  J. Schleich,et al.  Determinants of residential water demand in Germany , 2009 .

[35]  Marina Alberti,et al.  Advances in Urban Ecology , 2008 .

[36]  R. Balling,et al.  Sensitivity of residential water consumption to variations in climate: An intraurban analysis of Phoenix, Arizona , 2008 .

[37]  D. Day,et al.  Forecasting peak demand - what do we need to know? , 2003 .

[38]  Graham Clarke,et al.  Estimating Small Area Demand for Water: A New Methodology , 1997 .

[39]  E. Fowlkes,et al.  Some Algorithms for Linear Spline and Piecewise Multiple Linear Regression , 1976 .

[40]  Arthur S. Lieberman,et al.  Landscape Ecology , 1994, Springer New York.

[41]  Yan Song,et al.  New urbanism and housing values: a disaggregate assessment , 2003 .

[42]  Jessica L. Lowrey,et al.  Residential Water Demand Management: Lessons from Aurora, Colorado 1 , 2008 .

[43]  Environmental Systems Driving and the built environment : the effects of compact development on motorized travel, energy use, and CO2 emissions , 2009 .

[44]  P. Mayer Residential End Uses of Water , 1999 .

[45]  David W. Bacon,et al.  Using An Hyperbola as a Transition Model to Fit Two-Regime Straight-Line Data , 1974 .

[46]  R. W. Burgess,et al.  BUREAU OF THE CENSUS , 1992 .

[47]  C. Schulz,et al.  Water demand and the urban poor. A study of the factors influencing water consumption among housholds in Cape Town, South Africa , 2006 .

[48]  C. Lo,et al.  Using a time series of satellite imagery to detect land use and land cover changes in the Atlanta, Georgia metropolitan area , 2002 .

[49]  R. Martínez-Espiñeira,et al.  Residential Water Demand in the Northwest of Spain , 2002 .

[50]  M. Alberti Advances in Urban Ecology: Integrating Humans and Ecological Processes in Urban Ecosystems , 2008 .

[51]  Sarah Praskievicz,et al.  Identifying the Relationships Between Urban Water Consumption and Weather Variables in Seoul, Korea , 2009 .

[52]  A. Yeh,et al.  Measurement and monitoring of urban sprawl in a rapidly growing region using entropy , 2001 .

[53]  Q. Cai,et al.  Spatial analysis for spring bloom and nutrient limitation in Xiangxi bay of three Gorges Reservoir , 2007, Environmental monitoring and assessment.

[54]  Asher Tishler,et al.  A Maximum Likelihood Method for Piecewise Regression Models with a Continuous Dependent Variable , 1981 .

[55]  Tenley M. Conway,et al.  Local Environmental Impacts of Alternative Forms of Residential Development , 2009 .

[56]  Stephen W. Raudenbush,et al.  Turning Highways into Main Streets: Two Innovations in Planning Methodology , 2005 .

[57]  David W. Bacon,et al.  Estimating the transition between two intersecting straight lines , 1971 .

[58]  Youngihn Kho,et al.  GeoDa: An Introduction to Spatial Data Analysis , 2006 .

[59]  Barbara J. Morehouse,et al.  Sensitivity of urban water resources in Phoenix, Tucson, and Sierra Vista, Arizona, to severe drought , 2002 .