Rachel
Davidson, Associate Professor
| 7/94 - 6/97 | Stanford University, Stanford, CA, Ph.D., Civil Engineering |
| 9/93 - 6/94 | Stanford University, Stanford, CA, M.S., Civil Engineering |
| 9/89 - 6/93 | Princeton University, Princeton, NJ, B.S.E., Civil Engineering, Summa Cum Laude |
| 8/07 - present | Associate Professor, Department of Civil and Environmental Engineering, University of Delaware, Newark, DE |
| 7/06 - 8/07 | Visiting Assistant Professor, Department of Civil Engineering and Engineering Mechanics, Columbia University, New York, NY |
| 7/00 - 8/07 | Assistant Professor, School of Civil and Environmental Engineering, Cornell University, Ithaca, NY |
| 8/98 - 6/00 | Assistant Professor, Department of Civil Engineering, University of North Carolina at Charlotte, Charlotte, NC |
| 9/97 - 8/98 | Post-Doctoral Research Associate, School of Engineering, Stanford University, Stanford, CA |
| 6/94 - 9/94 | Summer Intern, Risk Management Solutions, Inc., Menlo Park, CA |
| 9/93 - 6/97 | Research Assistant, Department of Civil Engineering, Stanford University, Stanford, CA |
A. Peer-Reviewed
Journal Papers
1. Liu, H., Davidson, R., and Apanasovich, T. Statistical forecasting of electric
power restoration times in hurricanes and ice storms. IEEE Transactions on Power
Systems, in press.
2. Liu, H., Davidson, R., and Apanasovich, T. 2007. Spatial Generalized Linear
Mixed Models of Electric Power Outages due to Hurricanes and Ice Storms. Reliability
Engineering and System Safety, in press (available online).
3. Çagnan, Z., and Davidson, R. Discrete event simulation of the post-earthquake
restoration process for electric power systems. International Journal of Risk
Assessment and Management 7(8), 1138-1156.
4. Xu, N., Guikema, S., Davidson, R., Nozick, L., Çagnan, Z., and Vaziri,
K. 2007. Optimizing scheduling of post-earthquake electric power restoration
tasks. Earthquake Engineering and Structural Dynamics, Special Issue: Electric
Power 36(2), 265-284.
5. Xu, N., Davidson, R., Nozick, L., and Dodo, A. 2007. The risk-return tradeoff
in optimizing regional earthquake mitigation investment. Structure and Infrastructure
Engineering 3(2), 133-146.
6. Jain, V., and Davidson, R. 2007. Application of a regional hurricane wind
risk forecasting model for wood-frame houses. Risk Analysis 27(1), 45-58.
7. Jain, V., and Davidson, R. 2007. Forecasting changes in the hurricane wind
vulnerability of a building inventory. Journal of Infrastructure Systems 13(1),
1-12.
8. Dodo, A., Davidson, R., Xu, N., and Nozick, L. 2007. Application of regional
earthquake mitigation optimization. Computers and Operations Research 34(8),
2478-2494.
9. Çagnan, Z., Davidson, R., and Guikema, S. 2006. Post-earthquake restoration
planning for Los Angeles electric power. Earthquake Spectra 22(3), 1-20.
10. Guikema, S., Davidson, R., and Liu, H. 2006. Statistical models of the effects
of tree trimming on power system reliability. IEEE Transactions on Power Delivery
21(3), 1549-1557.
11. Davidson, R., Lembo, Jr., A., Ma, J. Nozick, L., and O'Rourke, T. 2006.
Optimization of investments in natural gas distribution networks. Journal of
Energy Engineering 132(2), 1-9.
12. Liu, H., Davidson, R. Rosowsky, D. and Stedinger, J. 2005. Negative binomial
regression of electric power outages in hurricanes. Journal of Infrastructure
Systems 11(4), 258-267.
13. Dodo, A., Xu, N. Davidson, R. and Nozick, L. 2005. Optimizing regional earthquake
mitigation investment strategies. Earthquake Spectra 21(2), 305-327.
14. (Kumar) Jain, V., Davidson, R., and Rosowsky, D. 2005. Modeling changes
in hurricane risk over time. Natural Hazards Review 6(2), 88-96.
15. Lembo, A., Davidson, R., Nozick, L., O'Rourke, T. 2003. Computing distance
to nearest utility: As the crow flies vs. As the gas flows. Cartography and
Geographic Information Science 30(4), 335-342.
16. Davidson, R., and Rivera, M. 2003. Projecting changes in the Carolina building
inventory and their effect on hurricane risk. Journal of Urban Planning and
Development 129(4), 211-230.
17. Davidson, R., Zhao, H., and Kumar, V. 2003. A quantitative model to forecast
changes in the hurricane vulnerability of a regional building inventory. Journal
of Infrastructure Systems 9(2), 55-64.
18. Davidson, R., Liu, H. Sarpong, I. Sparks, P., and Rosowsky, D. 2003. Electric
power distribution system performance in Carolina hurricanes. Natural Hazards
Review 4(1), 36-45.
19. Davidson, R., and Lambert, K. 2001. Comparing the hurricane disaster risk
of coastal counties in the U.S. Natural Hazards Review 3(3), 132-142.
20. Davidson, R., Gupta, A., Kakhandiki, A., and Shah, H. 1997. Urban earthquake
disaster risk assessment and management. Journal of Seismology and Earthquake
Engineering 1(1), 59-70.
21. Davidson, R. 1997. A multidisciplinary Urban Earthquake Disaster Risk Index.
Earthquake Spectra 13(2), 211-223.
B. Journal
Papers In Review
1. Vaziri, P., Davidson, R., and Nozick, L. Identification of hazard-consistent
probabilistic earthquake scenarios for regional loss estimation. Earthquake
Spectra, in review.
2. Nelson, M., Nozick, L., and Davidson, R. Optimizing the selection of hazard-consistent
probabilistic scenarios for long-term regional hurricane loss estimation. Journal
of Wind Engineering and Industrial Aerodynamics, in review.
3. Lee, S., Davidson, R., Ohnishi, N., and Scawthorn, C. Fire following earthquake:
Reviewing the state-of-the-art of modeling. Earthquake Spectra, in review.
C. Peer-Reviewed
Conference Proceedings
1. Lee, S., and Davidson, R. Simulation-based model of fire following earthquake.
Proc., 8th U.S. National Conf. on Earthquake Engineering in San Francisco, CA,
April 18 - 22, 2006.
2. Guikema, S., Xu, N. Davidson, R., Nozick, L., and Çagnan, Z. Optimization
of crews in post-earthquake electric power restoration. Proc., 8th U.S. National
Conf. on Earthquake Engineering in San Francisco, CA, April 18 - 22, 2006.
3. Guikema, S., and Davidson, R. 2004. Ridge regression and genetic algorithms
for efficient simulation-based integer optimization. Winter Simulation Conf.
'04, Washington, DC, December 5-8, 2004.
4. Davidson, R. 1998. Evaluation and use of the Earthquake Disaster Risk Index.
Proc., Sixth U.S. National Conf. on Earthquake Engineering, Seattle, WA, May
31-June 4, 1998, paper 119.
D. Reports
and Book Chapters
1. Davidson, R., and Çagnan. Z. 2004. "Restoration Modeling of Lifeline
Systems." Research Progress and Accomplishments 2003-2004, Multidisciplinary
Center for Earthquake Engineering Research.
2. Cardona, C., Davidson, R., and Villacis, C. 1999. Understanding urban seismic
risk around the world. In Natural Disaster Management, official commemorative
volume for the International Decade for Natural Disaster Reduction (IDNDR),
ed. Jon Ingleton. Leicester, England: NDM.
E. Other Conference
Proceedings
1. van de Lindt, J., Filiatraut, A., Symans, M., Rosowsky, D., and Davidson,
R. Towards a performance-based seismic design philosophy for woodframe construction,"
Proc., 9th Canadian Conference on Earthquake Engineering, Ottawa, Ontario, June
27-29, 2007.
2. Guikema, S., and Davidson, R. 2006. Modelling critical infrastructure reliability
with Generalized Linear (Mixed) Models, Proc., 8th International Conference
on Probabilistic Safety Assessment and Management, New Orleans, May 14-19, 2006.
3. van de Lindt, J., Rosowsky, D., Filiatraut, A., Symans, M., and Davidson,
R. 2006. Development of a performance-based seismic design philosophy for mid-rise
woodframe construction: Progress on the NEESWood project. Proc., World Conference
on Timber Engineering in Portland, OR, August 6-10, 2006.
4. Davidson, R., Nozick, L., Dodo, A., and Xu, N. 2005. Equity in regional earthquake
mitigation investment. Symposium on Risk Modeling and Loss Reduction Strategies
for Natural and Technological Hazards, Part of Ninth International Conference
on Structural Safety and Reliability - ICOSSAR'05, Rome, Italy, June 19-23,
2005.
5. Çagnan, Z., and Davidson, R. 2004. Post-earthquake restoration modeling
of electric power systems. Proc., 13th World Conference on Earthquake Engineering
in Vancouver, BC, Canada, August 1-6, 2004, paper no. 109.
6. Dodo, A., Xu, N. Davidson, R., and Nozick, L. 2004. Optimizing the selection
of regional earthquake mitigation strategies. Proc., 13th World Conference on
Earthquake Engineering, Vancouver, BC, Canada, August 1-6, 2004, paper no. 269.
7. Davidson, R., and Lambert, K. 2001. Comparative assessment of the hurricane
disaster risk of coastal counties in the U.S. Proc., Americas Conference on
Wind Engineering-2001, Clemson, SC, June 3-6, 2001.
8. Rivera, M., Davidson, R., and Zhao, H. 2001. Forecasting the effect of changes
in building inventory and vulnerability on hurricane risk in the U.S. Proc.,
Americas Conference on Wind Engineering-2001, Clemson, SC, June 3-6, 2001.
9. Sarpong, I., Davidson, R. Sparks, P. Rosowsky, D., and Shaik, B. 2001. Performance
of electric power distribution systems in recent hurricanes. Proc., Americas
Conference on Wind Engineering-2001, Clemson, SC, June 3-6, 2001.
10. Cardona, C., Villacis, C., and Davidson, R. 2001. A project to study urban
earthquake risk worldwide. Proc., Fourth International conference on Recent
Advances in Geotechnical Earthquake Engineering and Soil Dynamics and Symposium
in Honor of Professor W.D. Liam Finn, San Diego, CA, March 26-31, 2001.
11. Davidson, R., Villacis, C., Cardona, C., and Tucker, B. 2000. A project
to study urban earthquake risk worldwide. Proc., Twelfth World Conference on
Earthquake Engineering, Auckland, New Zealand, Jan. 30-Feb. 4, 2000, paper no.
791.
12. Davidson, R. 1999. Indirect assessment of the earthquake vulnerability of
a city's physical infrastructure. Proc., Eighth Canadian Conference on Earthquake
Engineering, Vancouver, British Columbia, June 13-16, 1999, paper CAEE-172.
13. Davidson, R. 1998. Innovation in earthquake risk assessment. Proc., First
International Conference on Computer Simulation in Risk Analysis and Hazard
Mitigation (Risk Analysis 98), Valencia, Spain, Oct. 6-8, 1998.
14. Davidson, R. and Shah, H. 1997. Risk classification of megacities. Proc.,
First International Workshop on Earthquakes and Mega-cities, Frankfurt, Germany,
September 1-4, 1997, organized jointly by 17 professional organizations from
Europe and the USA, including the IDNDR Secretariat, IAEE, IASPEI, UNESCO, UNCRD,
UNU, USGS, and WSSI. Invited paper.
15. Davidson, R., Gupta, A. Kakhandiki, A. 1996. The critical problem of urban
earthquake disaster risk assessment and management. Proc., ISET Symposium on
Earthquake Effects on Structures, Plants & Machinery, Nov. 13-15, 1996,
Hotel Ashoka, New Delhi, India.
16. Davidson, R., and Shah, H. 1996. Earthquake disaster risk: A critical problem
for the world's urban regions. Proc., Pan-Pacific Hazards '96 Conference, Vancouver,
Canada, July 29-Aug. 2, 1996.
17. Davidson, R. 1996. Development of a multidisciplinary urban earthquake disaster
risk index. Proc., Eleventh World Conference on Earthquake Engineering, Acapulco,
Mexico, June 23-28, 1996, paper no. 1927.
18. Wang, F., Windeler, Jr., D., Mortgat, C., Boley, J., and Davidson, R. 1996.
Seismic hazard analysis in New Zealand. Proc., Eleventh World Conference on
Earthquake Engineering, Acapulco, Mexico, June 23-28, 1996, paper no. 886.
19. Wang, F., Davidson, R., and Bendimerad, F. 1995. Attenuation of intensity
with epicentral distance in Jamaica. Proc., Fifth International Conference on
Seismic Zonation, Nice, France, Oct. 17, 1995, 1197-1204.
20. Çakmak, A., Davidson, R., Mullen, C., and Erdik, M. 1993. Dynamic
analysis and earthquake response of Hagia Sophia. Proc., Sixth International
Conference on Soil Dynamics and Earthquake Engineering, 881-898.
21. Mark, R., Çakmak, A., Hill, K., and Davidson, R. 1993. Structural
analysis of Hagia Sophia: A historical perspective. Proc., Sixth International
Conference on Soil Dynamics and Earthquake Engineering, 867-880.
PRESENTATIONS
AND WORKSHOP PLANNING
A. Invited research presentations
1. Davidson, R. "Lifeline restoration modeling: Measuring, understanding,
and improving rapidity," Multidisciplinary Center for Earthquake Engineering
Research (MCEER) National Science Foundation Site Visit, Buffalo, NY, October
2006.
2. Davidson, R., Nozick, L., Dodo, A., and Xu, N. "Equity in regional earthquake
mitigation investment," Symposium on Risk Modeling and Loss Reduction Strategies
for Natural and Technological Hazards, Part of Ninth International Conference
on Structural Safety and Reliability - ICOSSAR'05, Rome, Italy, June 19-23,
2005.
3. Davidson, R., and Çagnan, Z. "Post-earthquake restoration modeling,"
Multidisciplinary Center for Earthquake Engineering Research (MCEER) National
Science Foundation Site Visit, Buffalo, NY, June 2004.
4. Davidson, R. "Earthquake risk around the world," Bridging the Divide:
EWF-USA National Conference, Cornell University, Ithaca, NY, September 17-20,
2003.
5. Davidson, R., Stedinger, J., Liu, H., and Rosowsky, D. "Modeling electric
power distribution system outages in hurricanes," Southeastern Electric
Exchange meeting, San Destin, FL, March 17, 2003.
6. Davidson, R., Stedinger, J., Liu, H., and Rosowsky, D. "Modeling electric
power distribution system outages in hurricanes," Edison Electric Institute
Mutual Assistance Conference, Houston, TX, February 5-7, 2003.
7. Davidson, R., Rosowsky, D., Rivera, M., Zhao, H., and Huang, K. "Modeling
the change in hurricane losses over time," 27th Annual Hazards Research
and Applications Workshop, Boulder, CO, July 2002.
8. Davidson, R., Liu, H., Sarpong, I., Rosowsky, D., and Sparks, P. "Hurricane
vulnerability of electric power distribution systems in the Carolinas,"
United States-New Zealand Workshop on Civil Infrastructure Systems: Management
of Civil Infrastructure Systems in Multihazard Environments, Christchurch, New
Zealand, October, 2001. Sponsored by the National Science Foundation and various
governmental/non-governmental agencies in New Zealand.
9. Davidson, R. "Development, Application, and Extension of the Earthquake
Disaster Risk Index (EDRI), Cornell University Council 50th Annual Meeting,
Cornell University, Ithaca, NY, October 26, 2000.
10. Davidson, R., and Lambert, K. "A Hurricane Disaster Risk Index,"
Expert Meeting on Vulnerability and Risk Analysis and Indexing, Geneva, Switzerland,
September 2000. Sponsored by the United Nations Development Programme (UNDP)
Emergency Response Division, Disaster Reduction and Recovery Programme.
11. Davidson, R., Villacis, C., Cardona, C., and Tucker, B. "Understanding
urban seismic risk around the world project," Vulnerability Assessment
Techniques Workshop, Charleston, SC, March 2000. Sponsored by the Organization
of American States, Unit for Sustainable Development and Environment (OAS-USDE)
and the U.S. National Oceanic and Atmospheric Administration Coastal Services
Center (NOAA-CSC).
12. Davidson, R. and Shah, H. 1997. Risk classification of megacities. Proc.,
First International Workshop on Earthquakes and Mega-cities, Frankfurt, Germany,
September 1-4, 1997, organized jointly by 17 professional organizations from
Europe and the USA, including the IDNDR Secretariat, IAEE, IASPEI, UNESCO, UNCRD,
UNU, USGS, and WSSI.
13. Davidson, R. "A multidisciplinary urban Earthquake Disaster Risk Index,"
Earthquake Engineering Research Institute Annual Meeting, Austin, Texas, February
1997. Presented as the Student Paper Competition winner.
14. Davidson, R., and Gupta, A. "An integrated approach to earthquake disaster
risk assessment and management," United Nations University/World Seismic
Safety Initiative Workshop on Urban Earthquake Disaster Mitigation, Tokyo, Japan,
September 1995.
B. Other invited
presentations
1. Davidson, R. "A Review of 'HAZUS Development and Current Applications
for Catastrophic Planning' by T. Durham with P. Johari, and D. Bausch."
Workshop on Strategic Directions for (Seismic) Risk Modeling and Decision Support,
Boulder, CO, July 14-15, 2006.
2. Davidson, R. "Engineers for a Sustainable World: A new sustainability
initiative," Merrill Presidential Scholars Faculty Panel, Cornell University,
May 25, 2005.
3. Davidson, R. "Engineers for a Sustainable World: Engaging engineers
in reducing poverty and promoting sustainability worldwide," University
of Rochester, February 28, 2005.
4. Davidson, R. "Engineers for a Sustainable World," Bovay Program
in Engineering Ethics, Cornell University, September 24, 2004.
5. Davidson, R., Warhaft, Z., and Clewlow, R. "Engineers Without Frontiers
and Cornell," Engineering College Council meeting, Cornell University,
Ithaca, NY, April 15, 2004.
C. Other presentations
and workshop planning
1. Liu, H., Davidson, R., and Apanasovich, T. "Assessing the risk of electric
power outages due to hurricanes and ice storms using spatial Generalized Linear
Mixed Models," Society for Risk Analysis Annual Meeting, Baltimore, MD,
December 3-6, 2006. [Abstract accepted]
2. (Kumar) Jain, V., and Davidson, R. "Projecting changes in the hurricane
risk of residential wood frame structures in North Carolina." Proc., 10th
American Conference on Wind Engineering, Baton Rouge, LA, May 31-June 4, 2005.
3. Davidson, R., Ma, J., Nozick, L., O'Rourke, T., and Lembo, Jr., A. "Decision
support for managed network expansion of gas services," CORS/INFORMS Joint
International Meeting, Banff, Alberta, Canada, May 16-19, 2004.
4. Cagnan, Z., and Davidson, R. "Post-earthquake lifeline service restoration
modeling," Technical Conference on Lifeline Earthquake Engineering (TCLEE),
Long Beach, CA, August 10-13, 2003.
5. Davidson, R., and Kumar, V. "Regional hurricane assessment for a dynamic
built environment," Society for Risk Analysis Annual Meeting, Palm Springs,
CA, Dec. 2004.
6. Liu, H., Davidson, R., and Rosowsky, D. "A model to estimate expected
hurricane-related outages in electric power systems in the Carolinas,"
Society for Risk Analysis Annual Meeting, New Orleans, LA, December 2002.
7. Davidson, R., Rivera, M., and Zhao, H. "Modeling the effect of building
inventory and vulnerability changes on the evolution of hurricane risk in the
Carolinas," Solutions to Coastal Disasters Conference, San Diego, CA, February
2002.
9. International Workshop for an Earthquake Safer World in the 21st Century,
Kobe, Japan, 1/01. Organized by the United Nations Centre for Regional Development
(UNCRD) Disaster Management Planning Hyogo Office. In Collaboration with the
UN Secretariat for the International Decade for Natural Disaster Reduction (IDNDR)
RADIUS Japan Team, GeoHazards International, Hyogo Prefecture, Kobe City, and
the Yomiuri Shinbun. Helped plan and lead.
10. Davidson, R. "UUSRAW risk assessment methodology: The Earthquake Disaster
Risk Index," Risk Assessment Tools for Diagnosis of Urban Areas against
Seismic Disasters (RADIUS) Project Final Meeting, Tijuana, Mexico, October 1999.
Sponsored by the United Nations International Decade for Natural Disaster Reduction
Secretariat.
11. Megacities and Earthquake Risk, a White House conference, Washington, DC,
1/98. Helped to organize 3rd of 14 forums in Toward Natural Disaster Resistant
Communities in the 21st Century series, sponsored by the Subcommittee on Natural
Disaster Reduction.
12. Davidson, R. "A Multidisciplinary Urban Earthquake Disaster Risk Index,"
The 28th International Geographical Congress, The Hague, The Netherlands, August
1996.
| Project Title | Sponsor | Researchers | Period | Amount |
| Investment
Planning for Regional Natural Disaster Mitigation |
National Science Foundation | PI: Rachel Davidson; Co-PI: Linda Nozick | 7/06 to 6/09 | $250,000 (~$125,000 to Davidson) |
| NEES-SG. NEESWood: Development of a Performance-Based Seismic Design Philosophy for Mid-Rise Woodframe Construction | National Science Foundation, Network for Earthquake Engineering Simulation (NEES) Program | PI: John van de Lindt; Co-PIs: Rachel Davidson, Andre Filiatrault, David Rosowsky, Michael Symans | 10/05 to 9/09 | $1,240,000 (~$109,000 to Davidson) |
| Water Supply Restoration and Fire Modeling | Multidisciplinary Center for Earthquake Engineering Research | PI: Rachel Davidson | 10/06 to 9/07 | $65,000 |
| Storm Preparedness and Recovery for the Electric Power System | National Science Foundation | PI: Rachel Davidson; Co-PIs: Art DeGaetano, David Rosowsky | 7/04 to 6/07 | $380,024 (~$268,000 to Davidson) |
| Lifeline Restoration and Fire Modeling for Disaster Response | Multidisciplinary Center for Earthquake Engineering Research | PI: Rachel Davidson | 10/05 to 9/06 | $72,500 |
| Restoration Modeling for Lifelines | Multidisciplinary Center for Earthquake Engineering Research | PI: Rachel Davidson | 10/04 to 9/05 | $60,000 |
| Optimizing
Post-Earthquake Restoration for Electric Power and Water Supply Systems |
President's Council of Cornell Women Affinito-Stewart Grant Program | PI: Rachel Davidson | 6/04 to 5/05 | $11,432 |
| Restoration Analysis for Lifelines | Multidisciplinary Center for Earthquake Engineering Research | PI: Rachel Davidson | 10/03 to 9/04 | $61,000 |
| Forecasting Change in Hurricane Risk Over Time | National Science Foundation | PI: Rachel Davidson; Co-PI: David Rosowsky | 8/01 to 7/04 | $274,979 (~$177,000 to Davidson) |
| CAREER: Research and Education in Natural Disaster Risk | National Science Foundation | PI: Rachel Davidson | 7/00 to 6/04 | $275,000 ($200,000 + $75,000 matching, max. allowed for 3 years) |
| Restoration Analysis for Lifelines | Multidisciplinary Center for Earthquake Engineering Research | PI: Rachel Davidson | 10/02 to 9/03 | $59,555 |
| GIS-Based
Decision Support for Gas Distribution Systems |
Keyspan Energy, Inc. | Co-PIs: Thomas O'Rourke, Linda Nozick; Senior Personnel: Rachel Davidson, Arthur Lembo, Jr., Richard Schuler | 6/01 to 6/03 | $272,820 (~$90,000 to Davidson) |
| Use of Scientific Maps in Community Natural Hazard Mitigation Decisions | U.S. Geological Survey | PI: Rachel Davidson | 2/01 to 12/03 | $50,000 |
| POWRE: Hurricane Risk Modeling and Forecasting | National Science Foundation | PI: Rachel Davidson | 9/00 to 2/02 | $25,000 |
| Engineers
Without Frontiers |
Cornell University Faculty Fellows In Service Program | PI: Rachel Davidson; Co-PI: John Mbwana | 1/03 to 5/03 | $2,000 |
| Total: $3,153,088 (about $1,468,487 to Davidson) | ||||
A. Undergraduate and Graduate Courses
B. Short Course
Teaching and Planning
PROFESSIONAL DEVELOPMENT WORKSHOPS ATTENDED
OTHER
SELECTED SERVICE
A. Professional
B. Cornell University