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The enhanced Forest Inventory and Analysis program\u2014national sampling design and estimation procedures [Internet]. 2005. Available from: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.treesearch.fs.fed.us\/pubs\/20371%5Cnhttp:\/\/www.srs.fs.usda.gov\/pubs\/gtr\/gtr_srs080\/gtr_srs080.pdf\" xlink:type=\"simple\">http:\/\/www.treesearch.fs.fed.us\/pubs\/20371%5Cnhttp:\/\/www.srs.fs.usda.gov\/pubs\/gtr\/gtr_srs080\/gtr_srs080.pdf<\/ext-link>"},{"key":"ref39","article-title":"Quality Deer Management Association\u2019s whitetail report 2009","author":"K Adams","year":"2009"},{"key":"ref40","article-title":"White-tailed deer density estimates across the eastern United States, 2008 [dataset] [Internet]","author":"BF Walters","year":"2016","journal-title":"Retrieved from the Data Repository for the University of Minnesota"},{"key":"ref41","year":"2015"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random Forests","volume":"45","author":"L Breiman","year":"2001","journal-title":"Mach Learn"},{"key":"ref43","unstructured":"Breiman L. Manual\u2014Setting up, using, and understanding Random forests V4.0 [Internet]. 2002. Available from: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"https:\/\/www.stat.berkeley.edu\/~breiman\/Using_random_forests_v4.0.pdf\" xlink:type=\"simple\">https:\/\/www.stat.berkeley.edu\/~breiman\/Using_random_forests_v4.0.pdf<\/ext-link>"},{"key":"ref44","first-page":"18","article-title":"Classification and regression by randomForest","volume":"2","author":"A Liaw","year":"2002","journal-title":"R news"},{"key":"ref45","year":"2011"},{"key":"ref46","article-title":"Morbidity and mortality weekly report surveillance for Lyme disease\u2014United States, 1992\u20132006","volume":"57","author":"RM Bacon","year":"2008"},{"issue":"4","key":"ref47","first-page":"627","article-title":"Avian and mammalian hosts for spirochete-infected ticks and insects in a Lyme disease focus in connecticut","volume":"57","author":"JF Anderson","year":"1984","journal-title":"Yale J Biol Med"},{"issue":"2","key":"ref48","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1089\/153036601316977732","article-title":"Spatiotemporal variation in a Lyme disease host and vector: black-legged ticks on white-footed mice","volume":"1","author":"BJ Goodwin","year":"2001","journal-title":"Vector Borne Zoonotic Dis"},{"issue":"1","key":"ref49","doi-asserted-by":"crossref","first-page":"92","DOI":"10.4269\/ajtmh.1987.36.92","article-title":"Reservoir competence of white-footed mice for Lyme disease spirochetes","volume":"36","author":"JG Donahue","year":"1987","journal-title":"Am J Trop Med Hyg"},{"issue":"12","key":"ref50","doi-asserted-by":"crossref","first-page":"2184","DOI":"10.1139\/z00-162","article-title":"Modeling the role of songbirds and rodents in the ecology of Lyme disease","volume":"78","author":"AR Giardina","year":"2000","journal-title":"Can J Zool"},{"issue":"11","key":"ref51","doi-asserted-by":"crossref","first-page":"6783","DOI":"10.1128\/AEM.70.11.6783-6788.2004","article-title":"Interaction and transmission of two <italic>Borrelia burgdorferi<\/italic> sensu stricto strains in a tick-rodent maintenance system","volume":"70","author":"M Derd\u00e1kov\u00e1","year":"2004","journal-title":"Appl Environ Microbiol"},{"issue":"4","key":"ref52","doi-asserted-by":"crossref","first-page":"837","DOI":"10.1111\/1365-2745.12095","article-title":"Recolonizing wolves trigger a trophic cascade in Wisconsin (USA)","volume":"101","author":"R Callan","year":"2013","journal-title":"J Ecol"},{"issue":"1","key":"ref53","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1111\/nph.14345","article-title":"Cromsigt JPGM. Brown world forests: increased ungulate browsing keeps temperate trees in recruitment bottlenecks in resource hotspots","volume":"214","author":"M Churski","year":"2017","journal-title":"New Phytol"},{"key":"ref54","article-title":"The causal impact of increased deer abundance on vehicle collisions","author":"JL Raynor","year":"2016"},{"issue":"3","key":"ref55","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1016\/S0006-3207(99)00129-9","article-title":"Conservation implications of browsing by <italic>Odocoileus virginianus<\/italic> in remnant upland <italic>Thuja occidentalis<\/italic> forests","volume":"93","author":"MW Cornett","year":"2000","journal-title":"Biol Conserv"},{"issue":"12","key":"ref56","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pone.0115843","article-title":"Long-term regional shifts in plant community composition are largely explained by local deer impact experiments","volume":"9","author":"K Frerker","year":"2014","journal-title":"PLOSone"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1016\/j.foreco.2013.05.011","article-title":"Do white-tailed deer and the exotic plant garlic mustard interact to affect the growth and persistence of native forest plants?","volume":"304","author":"DM Waller","year":"2013","journal-title":"For Ecol Manage"},{"issue":"9","key":"ref58","doi-asserted-by":"crossref","first-page":"1416","DOI":"10.1016\/j.foreco.2010.07.019","article-title":"Large-scale reduction of ungulate browsing by managed sport hunting","volume":"260","author":"T Hothorn","year":"2010","journal-title":"For Ecol Manage"},{"key":"ref59","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.biocon.2014.04.022","article-title":"Herbaceous layer response to 17 years of controlled deer hunting in forested natural areas","volume":"175","author":"LH Jenkins","year":"2014","journal-title":"Biol Conserv"},{"issue":"4","key":"ref60","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1111\/j.1523-1739.1988.tb00199.x","article-title":"Forests too deer: edge effects in northern wisconsin","volume":"2","author":"WS Alverson","year":"1988","journal-title":"Conserv Biol"},{"key":"ref61","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.foreco.2016.10.038","article-title":"Interactions between white-tailed deer density and the composition of forest understories in the northern United States","volume":"384","author":"MB Russell","year":"2017","journal-title":"For Ecol Manage"}],"container-title":["PLOS ONE"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pone.0201334","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,8]],"date-time":"2020-11-08T05:18:32Z","timestamp":1604812712000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0201334"}},"subtitle":[],"editor":[{"given":"Marco","family":"Apollonio","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2018,8,23]]},"references-count":61,"journal-issue":{"issue":"8","published-online":{"date-parts":[[2018,8,23]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0201334","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8,23]]}}}