“…Thinning dense stands promotes tree growth and vigor and reduces tree and stand susceptibility to southern pine beetle attack Price, 1985;Lorio, 1986), the occurrence of infestations (Coulson et al, 1974;Belanger and Malac, 1980;Hicks et al, 1980;Lorio, 1980;Coster and Searcy, 1981;Mason et al, 1985), and the probability and rate of spot growth once an infestation arises (Johnson and Coster, 1978;Hedden and Billings, 1979;Thatcher et al, 1980;Brown et al, 1987;Cameron and Billings, 1988;Belanger et al, 1993;Turchin et al, 1999a,b;Clarke, 2003;Billings et al, 2006). Numerous efforts have examined the relationship between tree density and southern pine beetle spot initiation and growth (Coulson et al, 1974;Ku et al, 1980;Burkhart et al, 1986;Schowalter and Turchin, 1993;Turchin et al, 1999a;Zhang and Zeide, 1999;Belanger et al, 2000).…”