Table 3 The five most important variables given by the Random Forests (RF) models for each month
Month | Ensemble or species | Variable 1 | Variable 2 | Variable 3 | Variable 4 | Variable 5 |
|---|---|---|---|---|---|---|
January | Obsoletus | NDVI A2 (100) | BIO 13 (99.29) | dLST A0 (94.14) | MIRP3 (91.60) | dLST A1 (83.34) |
Pulicaris | dLST DA (100) | BIO 18 (98.32) | dLST A0 (97.28) | BIO 14 (95.91) | MIR A1 (94.91) | |
C. imicola | NDVI A0 (100) | dLST A1 (95.94) | year.2012 (92.02) | dLST DA (88.44) | EVI A1 (84.53) | |
February | Obsoletus | dLST A1 (100) | BIO 2 (89.01) | Altitude (79.35) | BIO 3 (78.19) | BIO 7 (76.32) |
Pulicaris | rec_snow (100) | NDVI A3 (91.51) | BIO 1 (88.21) | BIO 18 (85.53) | BIO 3 (84.6) | |
C. imicola | MIRDA (100) | BIO 18 (96.60) | EVI P1 (94.60) | MIR D3 (92.40) | nLST P3 (92.06) | |
March | Obsoletus | BIO 8 (100) | dLST A1 (89.42) | BIO 1 (60.88) | nLST A0 (58.24) | Altitude (47.88) |
Pulicaris | dLST A1 (100) | BIO 1 (97.29) | MIRD1 (97.24) | Altitude (96.54) | dLST P1 (95.80) | |
C. imicola | BIO 1 (100) | MIRP2 (91.79) | BIO 18 (91.49) | BIO 14 (86.05) | BIO 15 (84.94) | |
April | Obsoletus | EVI A1 (100) | BIO 18 (57.19) | BIO 14 (98.44) | dLST P2 (95.81) | EVI P1 (94.00) |
Pulicaris | dLST A0 (100) | BIO 18 (77.71) | BIO 1 (73.82) | dLST P2 (67.63) | BIO 14 (66.36) | |
C. imicola | dLST P2 (100) | BIO 1 (99.74) | BIO 15 (93.88) | MIR P1 (93.46) | MIR D1 (93.21) | |
May | Obsoletus | BIO 3 (100) | BIO 18 (66.19) | BIO 8 (48.85) | BIO 2 (44.25) | nLST P1 (33.82) |
Pulicaris | year.2010 (100) | nLST P3 (53.54) | BIO 15 (32.67) | dLST P3 (31.48) | BIO 1 (30.68) | |
C. imicola | nLST A0 (100) | BIO 14 (91.81) | BIO 1 (89.24) | BIO 7 (83.80) | year.2008 (79.33) | |
June | Obsoletus | BIO 18 (100) | dLST P1 (62.27) | nLST P1 (57.27) | MIR A0 (55.11) | BIO 2 (48.97) |
Pulicaris | BIO 1 (100) | Goat (55.07) | year.2008 (48.19) | BIO 8 (46.77) | nLST P3 (42.38) | |
C. imicola | year.2008 (79.33) | year.2008 (74.75) | dLST P2 (74.30) | BIO 7 (65.81) | BIO 18 (48.15) | |
July | Obsoletus | BIO 18 (100) | BIO 2 (69.01) | BIO 14 (68.50) | Altitude (63.25) | nLST A2 (59.09) |
Pulicaris | BIO 1 (100) | BIO 18 (85.69) | EVI P3 (82.03) | dLST P3 (80.52) | dLST A0 (75.92) | |
C. imicola | BIO 14 (100) | year.2008 (74.75) | dLST P2 (74.30) | BIO 7 (65.81) | BIO 18 (48.15) | |
August | Obsoletus | nLST A2 (100) | nLST A2 (90.07) | BIO 1 (87.11) | nLST A0 (83.53) | year.2008 (66.38) |
Pulicaris | year.2011 (100) | year.2012 (49.76) | nLST A2 (49.56) | nLST A0 (48.00) | nLST P2 (37.90) | |
C. imicola | BIO 1 (100) | BIO 18 (97.20) | MIRD1 (96.48) | dLST P2 (96.20) | EVI P1 (95.47) | |
September | Obsoletus | BIO 18 (100) | year.2012 (62.45) | nLST P1 (45.62) | nLST A2 (44.68) | MIR P2 (43.26) |
Pulicaris | nLST A2 (100) | BIO 1 (86.34) | dLST P2 (80.35) | dLST A0 (76.10) | BIO 8 (71.45) | |
C. imicola | BIO 1 (100) | nLST A0 (90.67) | BIO 14 (83.13) | dLST P2 (78.91) | BIO 18 (70.83) | |
October | Obsoletus | BIO 3 (100) | BIO 18 (38.70) | year.2012 (32.36) | nLST A2 (23.50) | BIO 2 (23.18) |
Pulicaris | nLST A2 (100) | year.2012 (64.97) | BIO 1 (41.18) | BIO 3 (40.17) | nLST P2 (38.33) | |
C. imicola | BIO 14 (100) | BIO 1 (95.56) | nLST A0 (91.46) | BIO 13 (81.09) | BIO 15 (73.79) | |
November | Obsoletus | nLST A2 (100) | BIO 3 (93.01) | EVI A0 (62.95) | year.2011 (58.13) | nLST P3 (53.28) |
Pulicaris | BIO 8 (100) | nLST A2 (93.51) | Altitude (87.21) | dLST P1 (82.30) | dLST P2 (77.51) | |
C. imicola | BIO 14 (100) | BIO 13 (96.53) | BIO 1 (91.16) | nLST A0 (72.20) | nLST P1 (67.13) | |
December | Obsoletus | Altitude (100) | NDVI A0 (97.44) | dLST A1 (97.30) | EVI A2 (92.83) | EVI D2 (92.24) |
Pulicaris | nLST A2 (100) | nLST P3 (97.92) | dLST A0 (92.55) | Altitude (92.51) | dLST P2 (91.47) | |
C. imicola | Goat (100) | year.2008 (76.26) | year.2011 (75.42) | BIO 15 (63.56) | EVI DA (61.48) |