source,activity,temp,pct,spp vogt_1986,fanning,6.6,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,8.4,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,9,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,9.6,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,10.2,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,11,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,12.3,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,12.6,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,12.9,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,13.5,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,13.8,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,14.1,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,14.3,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,14.5,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,14.7,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,15,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,15.1,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,15.4,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,15.7,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,15.8,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,16,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,16.4,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,16.5,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,16.7,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,17.5,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,18.3,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,19.5,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,21.5,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,22.2,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,22.8,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,23.3,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,23.6,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,24,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,24.2,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,24.2,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,24.6,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,24.9,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,24.9,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,25.2,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,26,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,26.6,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,26.9,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,26.9,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,27.2,0,Bombus_impatiens_and_B._affinis vogt_1986,fanning,23.3,8.5,Bombus_impatiens_and_B._affinis vogt_1986,fanning,24,5.3,Bombus_impatiens_and_B._affinis vogt_1986,fanning,25.2,8.4,Bombus_impatiens_and_B._affinis vogt_1986,fanning,27.1,10.3,Bombus_impatiens_and_B._affinis vogt_1986,fanning,28.3,4,Bombus_impatiens_and_B._affinis vogt_1986,fanning,29,13.7,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.7,17.8,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.1,22.1,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.1,26.4,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.4,32.8,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.9,25.7,Bombus_impatiens_and_B._affinis vogt_1986,fanning,31.8,23.7,Bombus_impatiens_and_B._affinis vogt_1986,fanning,31.7,27,Bombus_impatiens_and_B._affinis vogt_1986,fanning,33.2,28.8,Bombus_impatiens_and_B._affinis vogt_1986,fanning,29.3,50,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30,50,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.4,52.1,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.3,47.5,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.7,50,Bombus_impatiens_and_B._affinis vogt_1986,fanning,31.5,47.3,Bombus_impatiens_and_B._affinis vogt_1986,fanning,31.8,43.7,Bombus_impatiens_and_B._affinis vogt_1986,fanning,32,40,Bombus_impatiens_and_B._affinis vogt_1986,fanning,30.1,66.8,Bombus_impatiens_and_B._affinis vogt_1986,fanning,31.3,73.2,Bombus_impatiens_and_B._affinis vogt_1986,fanning,31.6,65.3,Bombus_impatiens_and_B._affinis vogt_1986,fanning,32.1,62.8,Bombus_impatiens_and_B._affinis vogt_1986,fanning,33.5,100,Bombus_impatiens_and_B._affinis vogt_1986,fanning,34.1,100,Bombus_impatiens_and_B._affinis vogt_1986,incubation,6.6,66.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,9.3,71.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,9.3,66.8,Bombus_impatiens_and_B._affinis vogt_1986,incubation,9.9,67.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,10.7,67.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,12.7,52.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,13.7,51.7,Bombus_impatiens_and_B._affinis vogt_1986,incubation,14.3,78.1,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.3,79,Bombus_impatiens_and_B._affinis vogt_1986,incubation,14.5,72.3,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.4,73.1,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16.1,73.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16,69.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.3,68.2,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.4,64.9,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16.1,63.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16.7,64.2,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.3,61.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.8,59.5,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16.4,61.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,14.6,59.2,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.4,56.9,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16.1,57,Bombus_impatiens_and_B._affinis vogt_1986,incubation,14.8,52.3,Bombus_impatiens_and_B._affinis vogt_1986,incubation,15.4,54.1,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16,52.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,16.5,48.3,Bombus_impatiens_and_B._affinis vogt_1986,incubation,14.6,38.2,Bombus_impatiens_and_B._affinis vogt_1986,incubation,18.5,43.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,20,35,Bombus_impatiens_and_B._affinis vogt_1986,incubation,21.8,17.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,22.7,23.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,23.7,52.9,Bombus_impatiens_and_B._affinis vogt_1986,incubation,25.2,56.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,23.9,45.2,Bombus_impatiens_and_B._affinis vogt_1986,incubation,25.2,49.9,Bombus_impatiens_and_B._affinis vogt_1986,incubation,24.8,43,Bombus_impatiens_and_B._affinis vogt_1986,incubation,25.7,43.5,Bombus_impatiens_and_B._affinis vogt_1986,incubation,23.8,31.9,Bombus_impatiens_and_B._affinis vogt_1986,incubation,25.8,36.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,25.8,30,Bombus_impatiens_and_B._affinis vogt_1986,incubation,24.7,25.3,Bombus_impatiens_and_B._affinis vogt_1986,incubation,24.3,19.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,25.4,21.5,Bombus_impatiens_and_B._affinis vogt_1986,incubation,24.4,16,Bombus_impatiens_and_B._affinis vogt_1986,incubation,24.9,17.3,Bombus_impatiens_and_B._affinis vogt_1986,incubation,24.6,12.2,Bombus_impatiens_and_B._affinis vogt_1986,incubation,26.1,17.7,Bombus_impatiens_and_B._affinis vogt_1986,incubation,27.5,18.8,Bombus_impatiens_and_B._affinis vogt_1986,incubation,26.6,12.1,Bombus_impatiens_and_B._affinis vogt_1986,incubation,27.8,10.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,27.4,7,Bombus_impatiens_and_B._affinis vogt_1986,incubation,28.9,4.3,Bombus_impatiens_and_B._affinis vogt_1986,incubation,30.6,10.8,Bombus_impatiens_and_B._affinis vogt_1986,incubation,33.3,17.7,Bombus_impatiens_and_B._affinis vogt_1986,incubation,30.2,6.9,Bombus_impatiens_and_B._affinis vogt_1986,incubation,32.4,7.1,Bombus_impatiens_and_B._affinis vogt_1986,incubation,29.9,0,Bombus_impatiens_and_B._affinis vogt_1986,incubation,30.2,3.1,Bombus_impatiens_and_B._affinis vogt_1986,incubation,30.7,4.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,30.5,0,Bombus_impatiens_and_B._affinis vogt_1986,incubation,30.9,2.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,31.3,4.4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,31.1,0,Bombus_impatiens_and_B._affinis vogt_1986,incubation,31.5,1.6,Bombus_impatiens_and_B._affinis vogt_1986,incubation,32.1,4,Bombus_impatiens_and_B._affinis vogt_1986,incubation,31.8,0,Bombus_impatiens_and_B._affinis vogt_1986,incubation,32.1,0.9,Bombus_impatiens_and_B._affinis vogt_1986,incubation,32.7,3.3,Bombus_impatiens_and_B._affinis vogt_1986,incubation,33.3,3.8,Bombus_impatiens_and_B._affinis vogt_1986,incubation,32.9,1,Bombus_impatiens_and_B._affinis vogt_1986,incubation,33.4,0.7,Bombus_impatiens_and_B._affinis vogt_1986,incubation,34,0.8,Bombus_impatiens_and_B._affinis vogt_1986,incubation,34.5,0.8,Bombus_impatiens_and_B._affinis vogt_1986,fanning,2,0,Bombus_impatiens vogt_1986,fanning,2.7,0,Bombus_impatiens vogt_1986,fanning,4.5,0,Bombus_impatiens vogt_1986,fanning,5.2,0,Bombus_impatiens vogt_1986,fanning,6.2,0,Bombus_impatiens vogt_1986,fanning,7.2,0,Bombus_impatiens vogt_1986,fanning,12.1,0,Bombus_impatiens vogt_1986,fanning,12.9,0,Bombus_impatiens vogt_1986,fanning,17.9,2.7,Bombus_impatiens vogt_1986,fanning,18.6,0,Bombus_impatiens vogt_1986,fanning,25.2,5,Bombus_impatiens vogt_1986,fanning,25.4,0,Bombus_impatiens vogt_1986,fanning,30.4,10.8,Bombus_impatiens vogt_1986,fanning,31.2,16,Bombus_impatiens vogt_1986,fanning,35.2,53.4,Bombus_impatiens vogt_1986,fanning,35.2,63.3,Bombus_impatiens vogt_1986,fanning,38.3,56.6,Bombus_impatiens vogt_1986,fanning,38.3,70,Bombus_impatiens vogt_1986,incubation,1.9,85.6,Bombus_impatiens vogt_1986,incubation,2.6,82.4,Bombus_impatiens vogt_1986,incubation,4.8,84.1,Bombus_impatiens vogt_1986,incubation,5.3,69.9,Bombus_impatiens vogt_1986,incubation,6.8,72.8,Bombus_impatiens vogt_1986,incubation,7.3,74.3,Bombus_impatiens vogt_1986,incubation,13.2,46.6,Bombus_impatiens vogt_1986,incubation,13.2,23.4,Bombus_impatiens vogt_1986,incubation,18.2,30.2,Bombus_impatiens vogt_1986,incubation,19,39.6,Bombus_impatiens vogt_1986,incubation,25.1,11.5,Bombus_impatiens vogt_1986,incubation,25.9,12.3,Bombus_impatiens vogt_1986,incubation,31.1,0,Bombus_impatiens vogt_1986,incubation,31.5,2.4,Bombus_impatiens vogt_1986,incubation,35.4,0,Bombus_impatiens vogt_1986,incubation,36.1,1.5,Bombus_impatiens vogt_1986,incubation,38.1,0,Bombus_impatiens vogt_1986,incubation,38.9,0,Bombus_impatiens weidenmuller_2002,fanning,23,0,Bombus_terrestris weidenmuller_2002,fanning,23,0,Bombus_terrestris weidenmuller_2002,fanning,23,0.3,Bombus_terrestris weidenmuller_2002,fanning,23,1.1,Bombus_terrestris weidenmuller_2002,fanning,25,0,Bombus_terrestris weidenmuller_2002,fanning,25,0.5,Bombus_terrestris weidenmuller_2002,fanning,25,1.9,Bombus_terrestris weidenmuller_2002,fanning,25,2.6,Bombus_terrestris weidenmuller_2002,fanning,27,1.1,Bombus_terrestris weidenmuller_2002,fanning,27,4,Bombus_terrestris weidenmuller_2002,fanning,27,6.1,Bombus_terrestris weidenmuller_2002,fanning,27,8.1,Bombus_terrestris weidenmuller_2002,fanning,29,4.3,Bombus_terrestris weidenmuller_2002,fanning,29,10.1,Bombus_terrestris weidenmuller_2002,fanning,29,13,Bombus_terrestris weidenmuller_2002,fanning,29,16,Bombus_terrestris gardner_2007,inbucation,10.8,22,Bombus_huntii gardner_2007,inbucation,19.9,20,Bombus_huntii gardner_2007,inbucation,27.1,17,Bombus_huntii gardner_2007,inbucation,37.6,0,Bombus_huntii gardner_2007,inbucation,12.7,96,Bombus_huntii gardner_2007,inbucation,22.7,88,Bombus_huntii gardner_2007,inbucation,27.8,88,Bombus_huntii gardner_2007,inbucation,37.9,3,Bombus_huntii gardner_2007,inbucation,12.9,59,Bombus_huntii gardner_2007,inbucation,22.4,57,Bombus_huntii gardner_2007,inbucation,27.5,43,Bombus_huntii gardner_2007,inbucation,37.8,14,Bombus_huntii mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,25,0,Bombus_impatiens mullan_202x,fanning,28,0,Bombus_impatiens mullan_202x,fanning,28,2,Bombus_impatiens mullan_202x,fanning,28,0,Bombus_impatiens mullan_202x,fanning,28,0,Bombus_impatiens mullan_202x,fanning,28,0,Bombus_impatiens mullan_202x,fanning,28,0,Bombus_impatiens mullan_202x,fanning,28,2,Bombus_impatiens mullan_202x,fanning,28,1,Bombus_impatiens mullan_202x,fanning,30,0,Bombus_impatiens mullan_202x,fanning,31,1,Bombus_impatiens mullan_202x,fanning,31,0,Bombus_impatiens mullan_202x,fanning,31,0,Bombus_impatiens mullan_202x,fanning,31,1,Bombus_impatiens mullan_202x,fanning,31,0,Bombus_impatiens mullan_202x,fanning,31,5,Bombus_impatiens mullan_202x,fanning,31,1,Bombus_impatiens mullan_202x,fanning,34,29,Bombus_impatiens mullan_202x,fanning,34,22,Bombus_impatiens mullan_202x,fanning,34,20,Bombus_impatiens mullan_202x,fanning,34,6,Bombus_impatiens mullan_202x,fanning,34,41,Bombus_impatiens mullan_202x,fanning,34,2,Bombus_impatiens mullan_202x,fanning,34,17,Bombus_impatiens mullan_202x,fanning,34,8,Bombus_impatiens mullan_202x,fanning,37,62,Bombus_impatiens mullan_202x,fanning,37,65,Bombus_impatiens mullan_202x,fanning,37,65,Bombus_impatiens mullan_202x,fanning,37,65,Bombus_impatiens mullan_202x,fanning,37,63,Bombus_impatiens mullan_202x,fanning,37,65,Bombus_impatiens mullan_202x,fanning,37,72,Bombus_impatiens mullan_202x,fanning,37,82,Bombus_impatiens mullan_202x,fanning,39,43,Bombus_impatiens mullan_202x,fanning,40,44,Bombus_impatiens mullan_202x,fanning,40,16,Bombus_impatiens mullan_202x,fanning,40,22,Bombus_impatiens mullan_202x,fanning,40,19,Bombus_impatiens mullan_202x,fanning,40,13,Bombus_impatiens mullan_202x,fanning,40,34,Bombus_impatiens mullan_202x,fanning,40,48,Bombus_impatiens mullan_202x,incubation,7,10,Bombus_impatiens mullan_202x,incubation,8,10,Bombus_impatiens mullan_202x,incubation,10,25,Bombus_impatiens mullan_202x,incubation,10,15,Bombus_impatiens mullan_202x,incubation,13,25,Bombus_impatiens mullan_202x,incubation,13,30,Bombus_impatiens mullan_202x,incubation,16,45,Bombus_impatiens mullan_202x,incubation,16,20,Bombus_impatiens mullan_202x,incubation,19,35,Bombus_impatiens mullan_202x,incubation,19,25,Bombus_impatiens mullan_202x,incubation,22,50,Bombus_impatiens mullan_202x,incubation,22,25,Bombus_impatiens mullan_202x,incubation,25,20,Bombus_impatiens mullan_202x,incubation,25,30,Bombus_impatiens