Abatzoglou, J.T. 2013. Development of gridded surface meteorological data for ecological applications and modelling. International Journal of Climatology 33 (1): 121–131. https://doi.org/10.1002/joc.3413.
Abatzoglou, J.T., and C.A. Kolden. 2013. Relationships between climate and macroscale area burned in the western United States. International Journal of Wildland Fire 22 (7): 1003–1020 https://doi.org/10.1071/WF13019.
Abatzoglou, J.T., and A.P. Williams. 2016. Impact of anthropogenic climate change on wildfire across western US forests. Proceedings of the National Academy of Sciences 113 (42): 11770–11775 https://doi.org/10.1073/pnas.1607171113.
Alexander, J.D., N.E. Seavy, J. Ralph, and B. Hogoboom. 2006. Vegetation and topographical correlates of fire severity from two fires in the Klamath-Siskiyou region of Oregon and California. International Journal of Wildland Fire 15 (2): 237–245. https://doi.org/10.1071/WF05053.
Allen, C.D. 2007. Interactions across spatial scales among forest dieback, fire, and erosion in northern New Mexico landscapes. Ecosystems 10 (5): 797–808 https://doi.org/10.1007/s10021-007-9057-4.
Allen, C.D., M. Savage, D.A. Falk, K.F. Suckling, T.W. Swetnam, T. Schulke, P.B. Stacey, P. Morgan, M. Hoffman, and J.T. Klingel. 2002. Ecological restoration of southwestern ponderosa pine ecosystems: a broad perspective. Ecological Applications 12 (5): 1418–1433 https://doi.org/10.1890/1051-0761(2002)012[1418,EROSPP]2.0.CO;2.
Anderson, H.E. 1982. Aids to determining fuel models for estimating fire behavior. USDA Forest Service General Technical Report INT-GTR-122. Ogden: USDA Forest Service, Intermountain Forest and Range Experiment Station https://doi.org/10.2737/INT-GTR-122.
Anschuetz, K.F., and C.L. Scheick. 2006. The Pre-Columbian archaeology of the geographic subdivisions, Part 1. The Espanola Basin geographic subdivision. In A study of Pre-Columbian and historic uses of the Santa Fe National Forest: competition and alliance in the northern Middle Rio Grande: the archaeological and historical cultural resources, ed. C.L. Scheick, 169–234. Prepared for Santa Fe National Forest. Contract No. 53-8379-0-06, Report 18. Albuquerque: USDA Forest Service, Southwestern Region.
Birch, D.S., P. Morgan, C.A. Kolden, J.T. Abatzoglou, G.K. Dillon, A.T. Hudak, and A.M. Smith. 2015. Vegetation, topography and daily weather influenced burn severity in central Idaho and western Montana forests. Ecosphere 6 (1): 1–23 https://doi.org/10.1890/ES14-00213.1.
Breiman, L. 2001. Random forests. Machine Learning 45 (1): 5–32 https://doi.org/10.1023/A:1010933404324.
Breiman, L., J. Friedman, R. Olshen, and C. Stone. 1984. Classification and regression trees. Belmont: Wadsworth.
Bronitsky, G., and R. Hamer. 1986. Experiments in ceramic technology: the effects of various tempering materials on impact and thermal-shock resistance. American Antiquity 51 (1): 89–101 https://doi.org/10.2307/280396.
Buenger, B. 2003. The impact of wildland and prescribed fire on archaeological resources. Dissertation, University of Kansas, Lawrence, USA.
Chawla, N.V., K.W. Bowyer, L.O. Hall, and W.P. Kegelmeyer. 2002. Smote: synthetic minority over-sampling technique. Journal of Artificial Intelligence Research 16: 321–357 https://doi.org/10.1613/jair.953.
Clark, J., and R. McKinley. 2011. Remote sensing and geospatial support to burned area emergency response teams. Fire Management Today 71 (2).
Coop, J.D., S.A. Parks, S.R. McClernan, and L.M. Holsinger. 2016. Influences of prior wildfires on vegetation response to subsequent fire in a reburned southwestern landscape. Ecological Applications 26 (2): 346–354 https://doi.org/10.1890/15-0775.
Covington, W.W., P.Z. Fulé, M.M. Moore, S.C. Hart, T.E. Kolb, J.N. Mast, S.S. Sackett, and M.R. Wagner. 1994. Restoring ecosystem health in ponderosa pine forests of the Southwest. Journal of Forestry 95: 23.
Crone, S.F., and S. Finlay. 2012. Instance sampling in credit scoring: An empirical study of sample size and balancing. International Journal of Forecasting 28 (1): 224–238 https://doi.org/10.1016/j.ijforecast.2011.07.006.
Cutler, D.R., T.C. Edwards, K.H. Beard, A. Cutler, K.T. Hess, J. Gibson, and J.J. Lawler. 2007. Random forests for classification in ecology. Ecology 88 (11): 2783–2792. https://doi.org/10.1890/07-0539.1.
Daly, C. 2011. Climate change and the conservation of archaeological sites: a review of impacts theory. Conservation and Management of Archaeological Sites 13 (4): 293–310 https://doi.org/10.1179/175355212X13315728646058.
Davis, C.M. 2018. Effects of climate change on cultural resources in the Northern Rockies. In Climate change and Rocky Mountain ecosystems, ed. J. Halofsky and D.L. Peterson, 209–219. Basingstoke: Springer Nature https://doi.org/10.1007/978-3-319-56928-4_11.
Dillon, G.K., Z.A. Holden, P. Morgan, M.A. Crimmins, E.K. Heyerdahl, and C.H. Luce. 2011. Both topography and climate affected forest and woodland burn severity in two regions of the western US, 1984 to 2006. Ecosphere 2 (12): 1–33 https://doi.org/10.1890/ES11-00271.1.
Dockry, M.J., S.A. Gutterman, and M.A. Davenport. 2017. Building bridges: perspectives on partnership and collaboration from the US Forest Service tribal relations program. Journal of Forestry 116 (2): 123–132 https://doi.org/10.5849/jof-2016-106.
Elliott, M.L. 1986. Overview and synthesis of the archeology of the Jemez Province, New Mexico. Archaeology Notes No. 51. Santa Fe: Office of Archaeological Studies, Museum of New Mexico.
Elliott, M.L. 1991. The Jemez Falls Campground project: archeological investigations at four small sites in the Jemez Mountains, New Mexico. Jemez Mountain Research Center Archeological Report 89-2. Santa Fe: Jemez Mountain Research Center.
Evans, J.S., J. Oakleaf, S.A. Cushman, and D. Theobald. 2014. An ArcGIS tool for surface gradient and geomorphometric modeling, Version 2.0-0. http://evansmurphy.wix.com/evvansspatial. Accessed 2 Dec 2015.
Fiero, K. 1995. The effects of fire on cultural resources Mesa Verde National Park, Colorado. In Desired future conditions for piñon-juniper ecosystems, proceedings of the symposium, technical coordination by D.W. Shaw, E.H. Aldon, and C. LoSapio, USDA Forest Service General Technical Report RM-GTR-258. Fort. Collins: USDA Forest Service, Rocky Mountain Forest and Range Experiment Station.
Gessler, P.E., I.D. Moore, N.J. McKenzie, and P.J. Ryan. 1995. Soil-landscape modelling and spatial prediction of soil attributes. International Journal of Geographical Information Systems 9 (4): 421–432 https://doi.org/10.1080/02693799508902047.
Greenwell, B. 2018. A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R. https://cran.r-project.org/package=pdp. Accessed 2 Jan 2021.
Singleton, M.P., A.E. Thode, A.J.S. Meador, and J.M. Iniguez. 2019. Increasing trends in high-severity fire in the southwestern USA from 1984 to 2015. Forest Ecology and Management 433: 709–719 https://doi.org/10.1016/j.foreco.2018.11.039.
Haines, J.D., and S.J. Schofer. 2008. Resources: wildland fire and cultural resource management: a view from the American Southwest. Heritage Management 1 (2): 269–291 https://doi.org/10.1179/hma.2008.1.2.269.
Hartigan, J.A., and M.A. Wong. 1979. Algorithm AS 136: a K-Means clustering algorithm. Journal of the Royal Statistical Society. Series C (Applied Statistics) 28 (1): 100–108. https://doi.org/10.2307/2346830.
Hayashida, F.M. 2005. Archaeology, ecological history, and conservation. Annual Review of Anthropology 34 (1): 43–65. https://doi.org/10.1146/annurev.anthro.34.081804.120515.
Holden, Z.A., P. Morgan, and J.S. Evans. 2009. A predictive model of burn severity based on 20-year satellite-inferred burn severity data in a large southwestern US wilderness area. Forest Ecology and Management 258 (11): 2399–2406. https://doi.org/10.1016/j.foreco.2009.08.017.
Holsinger, L., S.A. Parks, and C. Miller. 2016. Weather, fuels, and topography impede wildland fire spread in western US landscapes. Forest Ecology and Management 380: 59–69 https://doi.org/10.1016/j.foreco.2016.08.035.
Johnson, C. 2004. Archaeological sites and fire-induced changes. In Ancient and historic lifeways in North America's Rocky Mountains, ed. R.H. Brunswig and W.B. Butler Proceedings of the Rocky Mountain anthropological conference, Northern Colorado University and Rocky Mountain National Park, 18-20 September 2003, Estes Park, Colorado, USA.
Kalies, E.L., and L.L.Y. Kent. 2016. Tamm Review: are fuel treatments effective at achieving ecological and social objectives? A systematic review. Forest Ecology and Management 375: 84–95 https://doi.org/10.1016/j.foreco.2016.05.021.
Kane, V.A., C.A. Cansler, N.A. Povak, J.T. Kane, R.J. McGaughey, J.A. Lutz, D.J. Churchill, and M.P. North. 2015. Mixed severity fire effects within the Rim fire: relative importance of local climate, fire weather, topography, and forest structure. Forest Ecology and Management 358: 62–79 https://doi.org/10.1016/j.foreco.2015.09.001.
Kelly, R.L., and D.H. Thomas. 2016. Archaeology. Boston: Cengage Learning.
Kuhn, M. 2008. Caret package. Journal of Statistical Software 28 (5) https://doi.org/10.18637/jss.v028.i05.
Kulisheck, J. 2005. The archaeology of Pueblo population change on the Jemez Plateau, AD 1200 to 1700: the effects of Spanish contact and conquest. Dissertation, Southern Methodist University, Dallas, Texas, USA.
Kulisheck, J. 2010. ‘Like butterflies on a mounting board’: Pueblo mobility and demography before 1825. In Across a great divide: continuity and change in Native North American societies, 1400-1900, ed. L.L. Scheiber and M.D. Mitchell, 174–192. Tucson, USA: University of Arizona Press.
Kulisheck, J., and M.L. Elliott. 2005. A proposed Late Prehistoric and Early Historic Phase sequence for the Jemez Plateau, north-central New Mexico, USA. Paper presented at the 70th Annual Meeting of the Society for American Archaeology, Salt Lake City, Utah, USA.
Lentile, L.B., F.W. Smith, and W.D. Shepperd. 2006. Influence of topography and forest structure on patterns of mixed severity fire in ponderosa pine forests of the South Dakota Black Hills, USA. International Journal of Wildland Fire 15 (4): 557–566. https://doi.org/10.1071/WF05096.
Lentz, S.C., J.K. Gaunt, and A.J. Willmer. 1996. Fire effects on archaeological resources, phase 1: the Henry Fire, Holiday Mesa, Jemez Mountains, New Mexico. USDA Forest Service General Technical Report RM-GTR-273. Fort Collins: Rocky Mountain Forest and Range Experiment Station.
Liaw, A., and M. Wiener. 2002. Classification and regression by random Forest. R news. 3 December 2002, 18–22.
Liebmann, M.J., J. Farella, C.I. Roos, A. Stack, S. Martini, and T.W. Swetnam. 2016. Native American depopulation, reforestation, and fire regimes in the Southwest United States, 1492-1900 CE. Proceedings of the National Academy of Sciences 113 (6): E696–E704 https://doi.org/10.1073/pnas.1521744113.
Lissoway, J., and J. Propper. 1988. Effects of fire on cultural resources. In Effects of fire management of Southwestern natural resources: proceedings of the symposium, 15-17 November 1988, Tucson, Arizona, USA, USDA Forest Service General Technical Report RM-GTR-191, technical coordination by J.S. Krammes, 25-30. Fort Collins: USDA Forest Service, Rocky Mountain Forest and Range Experiment Station.
Loehman, R., W. Flatley, L. Holsinger, and A. Thode. 2018. Can land management buffer impacts of climate changes and altered fire regimes on ecosystems of the southwestern United States? Forests 9 (4): 192 https://doi.org/10.3390/f9040192.
Loyd, J.M., T.M. Origer, and D.A. Fredrickson, assemblers and editors. 2002. The effects of fire and heat on obsidian. Proceedings 33rd Annual Meeting of the Society of California Archeologists 23-25 April 1999, Sacramento, California, USA.
Lunardon, N., G. Menardi, and N. Torelli. 2014. ROSE: a Package for Binary Imbalanced Learning. R Journal 6 (1): 82–92. https://doi.org/10.32614/RJ-2014-008.
Lutes, D.C., R.E. Keane, and J.F. Caratti. 2009. A surface fuel classification for estimating fire effects 1. International Journal of Wildland Fire 18 (7): 802–814 https://doi.org/10.1071/WF08062.
McCune, B., and D. Keon. 2002. Equations for potential annual direct incident radiation and heat load index. Journal of Vegetation Science 13 (4): 603–606. https://doi.org/10.1111/j.1654-1103.2002.tb02087.x.
Miller, J.D., H.D. Safford, M. Crimmins, and A.E. Thode. 2009. Quantitative evidence for increasing forest fire severity in the Sierra Nevada and southern Cascade Mountains, California and Nevada, USA. Ecosystems 12 (1): 16–32 https://doi.org/10.1007/s10021-008-9201-9.
Morgan, M., M. Rockman, C. Smith, and A. Meadow. 2016. Climate change impacts on cultural resources. Washington, DC: National Park Service.
Muldavin, E., A. Kennedy, C. Jackson, P. Neville, T. Neville, K. Schultz, and M. Reid. 2011. Vegetation classification and map: Bandelier National Monument. National Park Service Natural Resource Technical Report NPS/SCPN/NRTR-2011/438. Fort Collins: National Park Service.
Nisengard, J.E., B.C. Harmon, K.M. Schmidt, A.L. Madsen, W.B. Masse, E.D. McGehee, K.L.M. Garcia, J. Isaacson, and J.S. Dean. 2002. Cerro Grande Fire assessment project: an assessment of the impact of the Cerro Grande Fire on cultural resources at Los Alamos National Laboratory, New Mexico. Los Alamos National Laboratory Cultural Resource Report No. 211. Los Alamos: Los Alamos National Laboratory.
Orcutt, J.D. 1999. Chronology. In The Bandelier Archeological Survey, vol 1, Powers, R.P and Orcutt, J.D, Eds. pp 85-116, Intermountain Cultural Resources Managment Professional Paper no 5, National Park Service, Santa Fe, N.M.
Palmer, W.C. 1965. Meteorological drought. Office of Climatology Research Paper 45. Washington D.C: Weather Bureau.
Paluszynska, A., P. Biecek, and Y. Jiang. 2020. Explaining and visualizing Random Forests in terms of variable importance. https://cran.r-project.org/package=randomForestExplainer. Accessed 2 Jan 2021.
Parks, S.A., L.M. Holsinger, C. Miller, and C.R. Nelson. 2015. Wildland fire as a self-regulating mechanism: the role of previous burns and weather in limiting fire progression. Ecological Applications 25 (6): 1478–1492 https://doi.org/10.1890/14-1430.1.
Parks, S.A., L.M. Holsinger, M.H. Panunto, W.M. Jolly, S.Z. Dobrowski, and G.K. Dillon. 2018. High-severity fire: evaluating its key drivers and mapping its probability across western US forests. Environmental Research Letters 13 (4): 044037 https://doi.org/10.1088/1748-9326/aab791.
Parks, S.A., C. Miller, J.T. Abatzoglou, L.M. Holsinger, M.A. Parisien, and S.Z. Dobrowski. 2016. How will climate change affect wildland fire severity in the western US? Environmental Research Letters 11 (3): 035002 https://doi.org/10.1088/1748-9326/11/3/035002.
Preisler, H.K., D.R. Brillinger, R.E. Burgan, and J.W. Benoit. 2004. Probability based models for estimation of wildfire risk. International Journal of wildland fire 13 (2): 133–142 https://doi.org/10.1071/WF02061.
Preucel, R.W. 1990. Seasonal circulation and dual residence in the Pueblo Southwest: a prehistoric example from the Pajarito Plateau, New Mexico. New York: Garland Publications.
PRISM Climate Group, Oregon State University. PRISM climate data. http://prism.oregonstate.edu. Accessed 4 Feb 2014.
R Development Core Team. 2021. A language and environment for statistical computing, version 3.3.3. Vienna: R Foundation for Statistical Computing.
Reynolds, R.T., A.J.S. Meador, J.A. Youtz, T. Nicolet, M.S. Matonis, P.L. Jackson, D.G. DeLorenzo, and A.D. Graves. 2013. Restoring composition and structure in southwestern frequent-fire forests. USDA Forest Service General Technical Report RMRS-GTR-310. Fort Collins: USDA Forest Service, Rocky Mountain Research Station https://doi.org/10.2737/RMRS-GTR-310.
Riley, K.L., and R.A. Loehman. 2016. Mid-21st-century climate changes increase predicted fire occurrence and fire season length, Northern Rocky Mountains, United States. Ecosphere 7 (11): e01543 https://doi.org/10.1002/ecs2.1543.
Rockman, M. 2015. An NPS framework for addressing climate change with cultural resources. The George Wright Forum 32 (1): 37–50.
Rollins, M.G. 2009. LANDFIRE: A nationally consistent vegetation, wildland fire, and fuel assessment. International Journal of Wildland Fire 18 (3): 235–249. https://doi.org/10.1071/WF08088.
Romme, W.H., L. Floyd-Hanna, and M. Connor. 1993. Effects of fire on cultural resources at Mesa Verde NP. Park Science 13: 28–30.
Roos, C.I., T.M. Rittenour, T.W. Swetnam, R.A. Loehman, K.L. Hollenback, M.J. Liebmann, and D.D. Rosenstein. 2020. Fire suppression impacts on fuels and fire intensity in the western US: insights from archaeological luminescence dating in northern New Mexico. Fire 3 (3): 32 https://doi.org/10.3390/fire3030032.
Roos, C.I., and A.C. Scott. 2018. A comparison of charcoal reflectance between crown and surface fire contexts in dry south-west USA forests. International Journal of Wildland Fire 27 (6): 396–406 https://doi.org/10.1071/WF17139.
Roos, C.I., T.W. Swetnam, T.J. Ferguson, M.J. Liebmann, R.A. Loehman, J.R. Welch, E.Q. Margolis, C.H. Guiterman, W.C. Hockaday, M.J. Aiuvalasit, and J. Battillo. 2021. Native American fire management at an ancient wildland-urban interface in the Southwest United States. Proceedings of the National Academy of Sciences 118 (4) https://doi.org/10.1073/pnas.2018733118: e2018733118.
Rude, T., and A.T. Jones. 2012. Fire effects on prehistoric ceramics. In Wildland fire in ecosystems: effects of fire on cultural resources and archaeology, ed. K.C. Ryan, A.T. Jones, C.L. Koerner, and K.M. Lee . Fort Collins: USDA Forest Service, Rocky Mountain Research Station.USDA Forest Service General Technical Report RMRS-GTR-42
Ryan, K.C., A.T. Jones, C.L. Koerner, and M. Lee. technical editors. 2012. Wildland fire in ecosystems: effects of fire on cultural resources and archaeology. USDA Forest Service General Technical Report RMRS-GTR-42-vol. 3. Fort Collins: USDA Forest Service, Rocky Mountain Research Station. https://doi.org/10.2737/RMRS-GTR-42
Scharf, E.A. 2014. Deep time: the emerging role of archaeology in landscape ecology. Landscape Ecology 29 (4): 563–569. https://doi.org/10.1007/s10980-014-9997-y.
Schoennagel, T., J.K. Balch, H. Brenkert-Smith, P.E. Dennison, B.J. Harvey, M.A. Krawchuk, N. Mietkiewicz, P. Morgan, M.A. Moritz, R. Rasker, and M.G. Turner. 2017. Adapt to more wildfire in western North American forests as climate changes. Proceedings of the National Academy of Sciences 114 (18): 4582–4590 https://doi.org/10.1073/pnas.1617464114.
Scott, J.H., and R.E. Burgan. 2005. Standard fire behavior fuel models: a comprehensive set for use with Rothermel’s surface fire spread model. USDA Forest Service General Technical Report RMRS-GTR-153. Fort Collins: USDA Forest Service, Rocky Mountain Research Station https://doi.org/10.2737/RMRS-GTR-153.
Grissino Mayer, H.D. and Swetnam, T.W. 2000. Century scale climate forcing of fire regimes in the American Southwest. The Holocene 10 (2): 213–220.
Stage, A.R. 1976. An expression of the effects of aspect, slope, and habitat type on tree growth. Forest Science 22 (3): 457–460.
Steffen, A. 2005. The Dome Fire obsidian study: investigating the interaction of heat, hydration, and glass geochemistry. Dissertation, University of New Mexico. Albuquerque, USA, 2005.
Sturdevant, J.T., R. Skalsky, C.I. Wienk, B. Dolan, D. Gonzalez, and Amrine. 2009. Experimental study of local fire conditions and effects on surface or near-surface archeological resources at National Park Service units-Midwest Region. JFSP Research Project Reports 149. Boise: Joint Fire Science Program, Department of the Interior and USDA Forest Service http://digitalcommons.unl.edu/jfspresearch/149.
Swetnam, T.W., J. Farella, C.I. Roos, M.J. Liebmann, D.A. Falk, and C.D. Allen. 2016. Multiscale perspectives of fire, climate and humans in western North America and the Jemez Mountains, USA. Philosophical Transactions of the Royal Society B: Biological Sciences 371 (1696): 20150168 https://doi.org/10.1098/rstb.2015.0168.
Tillery, A.C., M.J. Darr, S.H. Cannon, and J.A. Michael. 2011. Postwildfire debris flows hazard assessment for the area burned by the 2011 Track Fire, northeastern New Mexico and southeastern Colorado, U.S. Geological Survey Open-File Report, 2011–1257. Reston: U.S. Geological Survey https://doi.org/10.3133/ofr20111257.
Torgo, L. 2010. Data Mining using R: learning with case studies. Boca Raton: CRC Press http://www.dcc.fc.up.pt/~ltorgo/DataMiningWithR. https://doi.org/10.1201/b10328.
Touchan, R., C.D. Allen, and T.W. Swetnam. 1996. Fire history and climatic patterns in ponderosa pine and mixed-conifer forests of the Jemez Mountains, northern New Mexico. In Fire Effects in Southwestern forests: proceedings of the second La Mesa Fire symposium, ed. C.D. Allen, 33–46. USDA Forest Service General Technical Report RM-GTR-286. Fort Collins: USDA Forest Service, Rocky Mountain Forest and Range Experiment Station.
Traylor, D., L. Hubell, N. Wood, and B. Fiedler. 1990. The 1977 La Mesa Fire study: an investigation of fire and fire suppression impact on cultural resources in Bandelier National Monument. Southwest Cultural Resources Center Professional Paper 28. Santa Fe: National Park Service , Southwest Cultural Resources Center.
van Mantgem, P.J., J.C. Nesmith, M. Keifer, E.E. Knapp, A. Flint, and L. Flint. 2013. Climatic stress increases forest fire severity across the western United States. Ecology Letters 16 (9): 1151–1156 https://doi.org/10.1111/ele.12151.
Westerling, A.L., H.G. Hidalgo, D.R. Cayan, and T.W. Swetnam. 2006. Warming and earlier spring increase western US forest wildfire activity. Science 313 (5789): 940–943. https://doi.org/10.1126/science.1128834.
Westerling, A.L., and T.W. Swetnam. 2003. Interannual to decadal drought and wildfire in the western United States. EOS, Transactions American Geophysical Union 84 (49): 545–555 https://doi.org/10.1029/2003EO490001.
Xavier, R., N. Turck, A. Hainard, N. Tiberti, F. Lisacek, J.-C. Sanchez, and M. Müller. 2011. pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinformatics 12 (1): 77. https://doi.org/10.1186/1471-2105-12-77.