Resource Allocation under Fire

References

1. ↵
   1. Abt Karen Lee,
   2. Prestemon Jeffrey P.,
   3. Gebert Kista M.

   2009. “Wildfire Suppression Cost Forecasts for the US Forest Service.” Journal of Forestry 107 (4): 173–78.

   OpenUrlWeb of Science
2. ↵
   1. Arellano Manuel,
   2. Bond Stephen

   . 1991. “Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations.” Review of Economic Studies 58 (2): 277–97.

   OpenUrlCrossRefWeb of Science
3. ↵
   1. Arellano Manuel,
   2. Bover Olympia

   . 1995. “Another Look at the Instrumental Variable Estimation of Error-Components Models.” Journal of Econometrics 68 (1): 29–51.

   OpenUrlCrossRefWeb of Science
4. ↵
   1. Balch Jennifer K.,
   2. Bradley Bethany A.,
   3. Abatzoglou John T.,
   4. Chelsea Nagy R.,
   5. Fusco Emily J.,
   6. Mahood Adam L.

   2017. “Human-Started Wildfires Expand the Fire Niche across the United States.” Proceedings of the National Academy of Sciences U S A 114 (11): 2946–51.

   OpenUrlAbstract/FREE Full Text
5. ↵
   1. Belval Erin J.,
   2. Wei Yu,
   3. Calkin David E.,
   4. Stonesifer Crystal S.,
   5. Thompson Matthew P.,
   6. Tipton John R.

   2017. “Studying Interregional Wildland Fire Engine Assignments for Large Fire Suppression.” International Journal of Wildland Fire 26 (7): 642–53.

   OpenUrl
6. ↵
   1. Blundell Richard,
   2. Bond Stephen

   . 1998. “Initial Conditions and Moment Restrictions in Dynamic Panel Data Models.” Journal of Econometrics 87 (1): 115–43.

   OpenUrlCrossRefWeb of Science
7. ↵
   1. Cal Fire

   . 2016. Informational Report for State Responsibility Area Fire Prevention Fee. Sacramento: California Department of Forestry; Fire Protection. Available at http://www.fire.ca.gov/firepreventionfee/downloads/2016FirePreventionFeeReport.pdf.
8. ↵
   1. Cal Fire

   . 2019. State Responsibility Area Fire Prevention Fund (SRAFPF) and Tree Mortality (TM) Grant Program. Sacramento: California Department of Forestry; Fire Protection. Available at http://calfire.ca.gov/fire_prevention/fire_prevention_fund_grants (accessed March 22, 2019).
9. ↵
   1. Calkin David E.,
   2. Cohen Jack D.,
   3. Finney Mark A.,
   4. Thompson Matthew P.

   2014. “How Risk Management Can Prevent Future Wildfire Disasters in the Wildland-Urban Interface.” Proceedings of the National Academy of Sciences U S A 111 (2): 746–51.

   OpenUrlAbstract/FREE Full Text
10. 1. Calkin David E.,
    2. Venn Tyron,
    3. Wibbenmeyer Matthew,
    4. Thompson Matthew P.

    2013. “Estimating US Federal Wildland Fire Managers’ Preferences toward Competing Strategic Suppression Objectives.” International Journal of Wildland Fire 22 (2): 212–22.

    OpenUrl
11. ↵
    1. Clark Anna M.,
    2. Rashford Benjamin S.,
    3. McLeod Donald M.,
    4. Lieske Scott N.,
    5. Coupal Roger H.,
    6. Albeke Shannon E.

    2016. “The Impact of Residential Development Pattern on Wildland Fire Suppression Expenditures.” Land Economics 92 (4): 656–78.

    OpenUrlAbstract/FREE Full Text
12. ↵
    1. Donovan Geoffrey H.,
    2. Brown Thomas C

    . 2005. “An Alternative Incentive Structure for Wildfire Management on National Forest Land.” Forest Science 51 (5): 387–95.

    OpenUrl
13. ↵
    1. Donovan Geoffrey H.,
    2. Prestemon Jeffrey P.,
    3. Gebert Krista

    . 2011. “The Effect of Newspaper Coverage and Political Pressure on Wildfire Suppression Costs.” Society and Natural Resources 24 (8): 785–98.

    OpenUrl
14. ↵
    1. FAMWEB (Fire and Aviation Management Web Applications)

    . 2012. National Fire and Aviation Management Web Applications: SIT Reports. Washington, DC: U.S. Forest Service. Available at: https://fam.nwcg.gov/fam-web/.
15. ↵
    1. Fried Jeremy,
    2. Gilless J. Keith,
    3. Spero James

    . 2006. “Analysing Initial Attack on Wildland Fires Using Stochastic Simulation.” International Journal of Wildland Fire 15 (1): 137–46.

    OpenUrl
16. ↵
    1. Gebert Krista M.,
    2. Calkin David E.,
    3. Yoder Jonathan

    . 2007. “Estimating Suppression Expenditures for Individual Large Wildland Fires.” Western Journal of Applied Forestry 22 (3): 188–96.

    OpenUrl
17. ↵
    1. Gude Patricia H.,
    2. Jones Kingsford,
    3. Rasker Ray,
    4. Greenwood Mark C.

    2013. “Evidence for the Effect of Homes on Wildfire Suppression Costs.” International Journal of Wildland Fire 22 (4): 537–48.

    OpenUrl
18. ↵
    1. Hammer Roger B.,
    2. Stewart Susan I.,
    3. Winkler Richelle L.,
    4. Radeloff Volker C.,
    5. Voss Paul R.

    2004. “Characterizing Dynamic Spatial and Temporal Residential Density Patterns from 1940–1990 across the North Central United States.” Landscape and Urban Planning 69 (2–3): 183–99.

    OpenUrlCrossRefWeb of Science
19. ↵
    1. Hand Michael S.,
    2. Gebert Krista M.,
    3. Liang Jingjing,
    4. Calkin David E.,
    5. Thompson Matthew P.,
    6. Zhou Mo

    . 2014. Economics of Wildfire Management: The Development and Application of Suppression Expenditure Models. New York: Springer.
20. ↵
    1. Hand Michael,
    2. Katuwal Hari,
    3. Calkin David E.,
    4. Thompson Matthew P.

    2017. “The Influence of Incident Management Teams on the Deployment of Wildfire Suppression Resources.” International Journal of Wildland Fire 26 (7): 615–29.

    OpenUrl
21. ↵
    1. Hand Michael S.,
    2. Thompson Matthew P.,
    3. Calkin David E.

    2016. “Examining Heterogeneity and Wildfire Management Expenditures Using Spatially and Temporally Descriptive Data.” Journal of Forest Economics 22: 80–102.

    OpenUrl
22. ↵
    1. Hirsch Kelvin G.,
    2. Martell David L

    . 1996. “A Review of Initial Attack Fire Crew Productivity and Effectiveness.” International Journal of Wildland Fire 6 (4): 199–215.

    OpenUrl
23. ↵
    1. Holmes Thomas P.,
    2. Calkin David E

    . 2013. “Econometric Analysis of Fire Suppression Production Functions for Large Wildland Fires.” International Journal of Wildland Fire 22 (2): 246–55.

    OpenUrl
24. ↵
    1. Katuwal Hari,
    2. Calkin David E.,
    3. Hand Michael S.

    2016. “Production and Efficiency of Large Wildland Fire Suppression Effort: A Stochastic Frontier Analysis.” Journal of Environmental Management 166: 227–36.

    OpenUrl
25. ↵
    1. Katuwal Hari,
    2. Dunn Christopher J.,
    3. Calkin David E.

    2017. “Characterising Resource Use and Potential Inefficiencies during Large-Fire Suppression in the Western US.” International Journal of Wildland Fire 26 (7): 604–14.

    OpenUrl
26. ↵
    1. KCFAST

    . 2012. KCFAST (Kansas City Fire Access Software). Accesses the National Interagency Fire Management Integrated Database. Moscow, ID: University of Idaho, Fire Research and Management Exchange System.
27. ↵
    1. Kerstein Helen

    . 2018. The 2018–19 Budget: Fire Recovery Proposals. Sacramento, CA: Legislative Analyst’s Office. Available at http://www.lao.ca.gov/Publications/Report/3767.
28. ↵
    1. Kirsch Andrew,
    2. Rideout Douglas

    . 2005. “Optimizing Initial Attack Effectiveness by Using Performance Measures.” In Systems Analysis in Forest Resources: Proceedings of the 2003 Symposium, October 7–9, 2003, Stevenson, Washington, 183–87. Portland, OR: USDA Forest Service, Pacific Northwest Research Station.
29. ↵
    1. Liang Jingjing,
    2. Calkin David E.,
    3. Gebert Krista M.,
    4. Venn Tyron J.,
    5. Silverstein Robin P.

    2008. “Factors Influencing Large Wildland Fire Suppression Expenditures.” International Journal of Wildland Fire 17 (5): 650–59.

    OpenUrl
30. 1. Lueck Dean,
    2. Yoder Jonathan

    . 2015. “The Economic Foundations of Firefighting Organizations and Institutions.” Journal of Forestry 113 (3): 291–97.

    OpenUrl
31. ↵
    1. NIFC (National Interagency Fire Center)

    . 2017. “United States Suppression Cost Statistics.” Boise, ID: National Interagency Fire Center.
32. ↵
    1. NIFC (National Interagency Fire Center)

    . 2018. Interagency Standards for Fire and Fire Aviation Operations. Report NFES 2724. Boise, ID: Interagency Standards for Fire, and Fire Aviation Operations Group, National Interagency Fire Center.
33. ↵
    1. NWCG (National Wildfire Coordinating Group)

    . 2016. “Standard Cost Components.” National Wildfire Coordinating Group. Available at https://www.nwcg.gov/sites/default/files/ibc-standard_rates.pdf.
34. ↵
    1. Petrovic Nada,
    2. Alderson David L.,
    3. Carlson Jean M.

    2012. “Dynamic Resource Allocation in Disaster Response: Tradeoffs in Wildfire Suppression.” PLOS One 7 (4): e33285.

    OpenUrlPubMed
35. ↵
    1. Plucinski M. P.,
    2. McCarthy G. J.,
    3. Hollis J. J.,
    4. Gould J. S.

    2012. “The Effect of Aerial Suppression on the Containment Time of Australian Wildfires Estimated by Fire Management Personnel.” International Journal of Wildland Fire 21 (3): 219–29.

    OpenUrl
36. ↵
    1. Radeloff Volker C.,
    2. Helmers David P.,
    3. Anu Kramer H.,
    4. Mockrin Miranda H.,
    5. Alexandre Patricia M.,
    6. Bar-Massada Avi,
    7. Butsic Van,
    8. Hawbaker Todd J.,
    9. Martinuzzi Sebastian,
    10. Syphard Alexandra D.,
    11. Stewart Susan I.

    2018. “Rapid Growth of the US Wildland-Urban Interface Raises Wildfire Risk.” Proceedings of the National Academy of Sciences U S A 115 (13): 3314–19.

    OpenUrlAbstract/FREE Full Text
37. ↵
    1. Roodman D

    . 2006. “How to Do xtabond2: An Introduction to Difference and System GMM in Stata.” Working Paper 103. Washington, DC: Center for Global Development.
38. ↵
    1. Short Karen C

    . 2015. Spatial Wildfire Occurrence Data for the United States, 1992–2013 [FPA FOD 20150323], 3rd edition. Fort Collins, CO: USDA Forest Service, Rocky Mountain Research Station.
39. ↵
    1. StataCorp

    . 2015. Stata Statistical Software: Release 14. College Station, TX: StataCorp.
40. ↵
    1. Stonesifer Crystal S.,
    2. Calkin David E.,
    3. Hand Michael S.

    2017. “Federal Fire Managers’ Perceptions of the Importance, Scarcity and Substitutability of Suppression Resources.” International Journal of Wildland Fire 26 (7): 598–603.

    OpenUrl
41. ↵
    1. Stonesifer Crystal S.,
    2. Calkin David E.,
    3. Thompson Matthew P.,
    4. Stockmann Keith D.

    2016. “Fighting Fire in the Heat of the Day: An Analysis of Operational and Environmental Conditions of Use for Large Airtankers in United States Fire Suppression.” International Journal of Wildland Fire 25 (5): 520–33.

    OpenUrl
42. ↵
    1. Taylor Michael H.,
    2. Rollins Kimberly,
    3. Kobayashi Mimako,
    4. Tausch Robin J.

    2013. “The Economics of Fuel Management: Wildfire, Invasive Plants, and the Dynamics of Sagebrush Rangelands in the Western United States.” Journal of Environmental Management 126: 157–73.

    OpenUrlCrossRefPubMed
43. ↵
    1. Taylor Michael H.,
    2. Meador Andrew J. Sanchez,
    3. Kim Yeon-Su,
    4. Rollins Kimberly,
    5. Will Hank

    . 2015. “The Economics of Ecological Restoration and Hazardous Fuel Reduction Treatments in the Ponderosa Pine Forest Ecosystem.” Forest Science 61 (6): 988–1008.

    OpenUrl
44. ↵
    1. Thompson Matthew P.,
    2. Calkin David E.,
    3. Herynk Jason,
    4. McHugh Charles W.,
    5. Short Karen C.

    2013. “Airtankers and Wildfire Management in the US Forest Service: Examining Data Availability and Exploring Usage and Cost Trends.” International Journal of Wildland Fire 22 (2): 223–33.

    OpenUrl
45. ↵
    1. Thompson Matthew P.,
    2. Haas Jessica R.,
    3. Finney Mark A.,
    4. Calkin David E.,
    5. Hand Michael S.,
    6. Browne Mark J.,
    7. Halek Martin,
    8. Short Karen C.,
    9. Grenfell Isaac C.

    2015. “Development and Application of a Probabilistic Method for Wildfire Suppression Cost Modeling.” Forest Policy and Economics 50: 249–58.

    OpenUrl
46. ↵
    1. Troyer Jack,
    2. Mann Rex,
    3. King Michael,
    4. Berry John,
    5. Hitchcock Neal,
    6. Frye Steve,
    7. Artley Don,
    8. DuFault Art,
    9. Keller Paul

    . 2003. Large Fire Cost Reduction Action Plan. Washington, DC: U.S. Forest Service and U.S. Department of the Interior.
47. ↵
    1. Windmeijer Frank

    . 2005. “A Finite Sample Correction for the Variance of Linear Efficient Two-Step GMM Estimators.” Journal of Econometrics 126 (1): 25–51.

    OpenUrlCrossRefWeb of Science
48. ↵
    1. Yoder Jonathan,
    2. Gebert Krista

    . 2012. “An Econometric Model for Ex Ante Prediction of Wildfire Suppression Costs.” Journal of Forest Economics 18 (1): 76–89.

    OpenUrl