Home Archived May 24, 2016

Western Geographic Science Center


The Land Use Portfolio Model

Natural hazards threaten public safety and economic health nationwide. As people increasingly move to locations that are vulnerable to natural hazards, financial losses from natural hazard events will continue to rise. Community decision-makers and leaders face the challenge of how to plan for and allocate scarce resources to invest in protecting their communities. A well-rounded strategy to address the threat of natural hazards should integrate knowledge and techniques from many fields such as geology, hydrology, geography, mathematics, statistics, and economics. Additionally, geographic information systems (GIS) provide a framework and technology in which these disciplines can be combined to solve these types of complex, inherently spatial problems.

Western Region Geography has developed the Land Use Portfolio Model (LUPM), a tool for modeling, mapping, and communicating risk. It is designed to help public agencies and communities understand and reduce their vulnerability to, and risk of, natural hazards. The LUPM is adapted from financial-portfolio theory, a method for evaluating alternative, regional-scale investment possibilities on the basis of their estimated distributions of risk and return. Financial-portfolio theory can be linked with natural-hazard, land use, mitigation and emergency preparedness information to estimate risk to a community from natural disasters at the regional scale and to identify cost-effective pre-disaster risk-reduction policies.

The LUPM interface is shown below. Data inputs include the probability of the hazard event, the planning time horizon, the assets at risk (e.g. tax parcels), the spatial probabilities of damage, the dollar value and/or vulnerability of each asset, and the cost and effectiveness of the risk-reduction measures being considered. To use the LUPM, the user selects a portfolio of locations and/or measures in which to invest a limited budget for hazard mitigation. Then, for that portfolio, the LUPM calculates estimates for the total cost, number of locations mitigated, return on investment, expected loss, and community wealth retained. Finally, the user can display maps showing the results of each mitigation policy, and compare and rank the policies according to their own priorities.

Screen view of LUPM application
Land Use Portfolio Model user interface

Ongoing research includes a risk-analysis application in southern California; simulation modeling for estimating distributions of risk curves and improving uncertainty estimates; a demonstration application in the San Francisco Bay Area on using the LUPM to analyze risk in conjunction with FEMA’s HAZUS loss-estimation tool; issues of spatial dependence; and other applications in Memphis and British Columbia, Canada.

Click here to download the ArcGIS 9.2.6 compatible LUPM, installer.

Click here to download the ArcGIS 9.3.1 compatible, LUPM installer.

Point of Contact: Laura Dinitz


Papers and articles:

Taketa, R., Ng, P., and Hong, M., 2010, Land-Use Portfolio Modeler, Version 1.0: U.S. Geological Survey Techniques and Methods 11-C4, 54 p. [http://pubs.usgs.gov/tm/tm11c4/]

Dinitz, L., Champion, R., Wein, A., Ng, P., and Bernknopf, R., 2009, Assessing natural-hazards risks with GIS, in Thomas, C., and Humenik-Sappington, N., eds., GIS for Decision Support and Public Policy Making: Redlands, CA, ESRI Press, p. 106-111.

Champion, R.A., 2008, A Bernoulli formulation of the Land-Use Portfolio Model: U.S. Geological Survey Open-File Report 2008-1310, 25 p. [http://pubs.usgs.gov/of/2008/1310/].

Dinitz, L.B., 2008, Applying the Land Use Portfolio Model to estimate natural-hazard loss and risk; a hypothetical demonstration for Ventura County, California: U.S. Geological Survey Open-File Report 2008-1309, 12 p. [http://pubs.usgs.gov/of/2008/1309/].

Bernknopf, R.L. et al, 2006, The influence of hazard models on GIS-based regional risk assessments and mitigation policies, in International Journal of Risk Assessment and Management, Vol. 6, Nos. 4/5/6, pp.369-387.

Wein, A.M. et al, 2006, Analyzing natural hazard risks for sustainable development of Squamish, British Columbia, Canada, European Geosciences Union General Assembly, Vienna, Austria, April 7, 2006.

Wein, A.M. et al, 2005, Modeling natural hazards in Squamish, British Columbia: A workshop for planners, emergency preparedness officers and stakeholders in Squamish, September 22, 2005.

Dinitz, L. et al, 2003, Evaluation of natural hazard mitigation alternatives using a geographic information system and financial-portfolio theory, Proceedings: Disaster Resistant California Conference, April 2003, San Jose, CA, pp. 1-10.

Dinitz, L. et al, 2003, An interactive GIS linking science to natural hazard mitigation decisions, Proceedings: Urban and Regional Information Systems Association (URISA) Annual Conference, October 2003, Atlanta, GA, pp. 789-799.

Bernknopf, R.L. et al, 2001, A portfolio approach to evaluating natural hazard mitigation policies: an application to lateral-spread ground failure in coastal California, in International Geology Review, Vol. 43, pp.424-440.


Dinitz, L., and Ng, P., 2009, The Land Use Portfolio Model: A tool for natural-hazards risk analysis [abs.], in Brady, S.R., ed., 2009, Proceedings of the Second All-USGS Modeling Conference, February 11–14, 2008—Painting the Big Picture: U.S. Geological Survey Scientific Investigations Report 2009–5013, 70 p., available only online at http://pubs.usgs.gov/sir/2009/5013/.

Dinitz, L., 2009, Applying the Land Use Portfolio Model to estimate natural-hazards loss and risk: A demonstration analysis for landslides in Ventura County, California [abs.]: AAG annual meeting, Las Vegas, Mar. 22-27, 2009.

Dinitz, L., Wein, A., and Cotelle, P., 2008, Analysis of local impacts of the regional ShakeOut earthquake scenario in Southern California [abs.]: INFORMS annual meeting, Washington D.C. Oct.12-15, 2008.

Champion, R.A., Jr., Dinitz, L., and Bernknopf, R.L., 2006, The Land Use Portfolio Model: A multi-disciplinary approach for natural-hazards risk assessment [abs.]: 2005 USGS Modeling Conference, Port Angeles, WA. Nov. 15-17, 2005.

Dinitz, L.B. et al, 2005, A GIS-based decision support system for evaluating alternative natural-hazard mitigation policies [abs.]: 2005 GeoTec Event, Annual Conference, Vancouver, British Columbia. Feb. 13-16, 2005.

Dinitz, L. et al, 2004, From maps to money: Making the case for cost-beneficial mitigation, using multihazard loss probability maps [abs.], Proceedings: Disaster Resistant California Annual Meeting, May 2004, Sacramento, CA.


Accessibility FOIA Privacy Policies and Notices

Take Pride in America logo USAGov: Government Made Easy U.S. Department of the Interior | U.S. Geological Survey
Page Contact Information: WRG Web Team
Page Last Modified: Friday, 20-May-2016 16:32:24 EDT