Author Contributions
Conceptualization, R.V., J.K. and R.P. methodology, R.P., R.V. and J.K.; software, J.K. and R.V.; validation, R.V., T.S. and R.P.; formal analysis, R.V., J.K. and T.S.; investigation, J.K., R.V. and R.P.; resources, R.P. and R.V.; data curation, R.V. and T.S.; writing—original draft preparation, J.K.; writing—review and editing, R.V., T.S. and R.P.; visualization, R.V.; supervision, R.V. and R.P.; project administration, R.V. and R.P.; funding acquisition, R.V. and R.P. All authors have read and agreed to the published version of the manuscript.
Figure 1.
Photos of study sites within each habitat. (A) Control mixed-conifer forest. (B) Burned mixed-conifer forests. (C) Ponderosa pine forest. (D) Burned ponderosa pine forest. (E) Control grassland. (F) Burned grassland. Photos B and F show pitfall traps inside elk enclosure fences. Photo credit: Valles Caldera National Preserve staff.
Figure 1.
Photos of study sites within each habitat. (A) Control mixed-conifer forest. (B) Burned mixed-conifer forests. (C) Ponderosa pine forest. (D) Burned ponderosa pine forest. (E) Control grassland. (F) Burned grassland. Photos B and F show pitfall traps inside elk enclosure fences. Photo credit: Valles Caldera National Preserve staff.
Figure 2.
(A) Relationship between site (X), fire occurrence, season, and mean ant abundance (Y) from 2011 to 2015. (B) Relationship between site (X), fire occurrence, season, and mean ant abundance (Y) from 2011 to 2015. Bars indicate standard error. Orange color code indicates burned sites, and green color code indicates unburned sites. Black bars = MC. Grays bars = MV. White bars = PP.
Figure 2.
(A) Relationship between site (X), fire occurrence, season, and mean ant abundance (Y) from 2011 to 2015. (B) Relationship between site (X), fire occurrence, season, and mean ant abundance (Y) from 2011 to 2015. Bars indicate standard error. Orange color code indicates burned sites, and green color code indicates unburned sites. Black bars = MC. Grays bars = MV. White bars = PP.
Figure 3.
(A) Seasonal ant abundance by fire treatment. (B) Seasonal abundance of eight most frequently collected genera. (C) Seasonal species richness by fire treatment.
Figure 3.
(A) Seasonal ant abundance by fire treatment. (B) Seasonal abundance of eight most frequently collected genera. (C) Seasonal species richness by fire treatment.
Figure 4.
Host ant (X) and dulotic ant (Y) abundance show weak relationships that change with fire treatment. Red line and points are from burned sites (R2 = 0.0027), and green line and points are from unburned sites (R2 = 0.00614). Each point is a site at a given sampling time.
Figure 4.
Host ant (X) and dulotic ant (Y) abundance show weak relationships that change with fire treatment. Red line and points are from burned sites (R2 = 0.0027), and green line and points are from unburned sites (R2 = 0.00614). Each point is a site at a given sampling time.
Figure 5.
The ways in which fires impacted ant functional groups varied among associations (A), nest types (B), and feeding habits (C). Dulotic = a social parasite. Host = a species enslaved by a social parasite species. Xeno = a xenobiont that shares a nest (mutualistically or commensally with other species), diet (P = omnivorous and actively predaceous; O = omnivorous and not actively predaceous, i.e., primarily a scavenger; B = omnivorous and dulotic; H = honeydew, i.e., tending aphids, mealybugs, or coccids), and nest code (W = in rotten wood or under bark; S = in soil with crate or soil mound at nest entrance; U = under stones or logs, specifically at the interface between earth and object, and can also be at the bases of plants; T = thatch mound; C = cavities such as tree holes and spaces between stones; L = in twigs or pockets of leaf litter or in acorns; D = steals nests or nests inside other species’ nests).
Figure 5.
The ways in which fires impacted ant functional groups varied among associations (A), nest types (B), and feeding habits (C). Dulotic = a social parasite. Host = a species enslaved by a social parasite species. Xeno = a xenobiont that shares a nest (mutualistically or commensally with other species), diet (P = omnivorous and actively predaceous; O = omnivorous and not actively predaceous, i.e., primarily a scavenger; B = omnivorous and dulotic; H = honeydew, i.e., tending aphids, mealybugs, or coccids), and nest code (W = in rotten wood or under bark; S = in soil with crate or soil mound at nest entrance; U = under stones or logs, specifically at the interface between earth and object, and can also be at the bases of plants; T = thatch mound; C = cavities such as tree holes and spaces between stones; L = in twigs or pockets of leaf litter or in acorns; D = steals nests or nests inside other species’ nests).
Table 1.
Species observed during this study from 2011 to 2015. Habitats (MC = mountain conifer, MV = montane valley, PP = ponderosa pine), associations (F. Dulotic = facultative social parasite, engages in raiding behavior; O. Dulotic = obligate social parasite, depends on raiding host species for workforce; T. Dulotic = temporary social parasite, takes over host colonies for colony foundation; Host = a species enslaved by a social parasite species; Xeno = a xenobiont that shares a nest site mutualistically or commensally with other species), diet (P = omnivorous and actively predaceous; O = omnivorous and not actively predaceous, i.e., primarily a scavenger; B = omnivorous and dulotic; H = honeydew, i.e., tending aphids, mealybugs, or coccids), and nest code (W = in rotten wood or under bark; S = in soil with crate or soil mound at nest entrance; U = under stones or logs, specifically at the interface between earth and object, and can also be at the bases of plants; T = thatch mound; C = cavities such as tree holes and spaces between stones; L = in twigs or pockets of leaf litter or in acorns; D = steals nests or nests inside other species’ nests). ? = taxonomic grouping is too broad for description or data are unknown. In the associations column, numbers represent known species associations, corresponding to the “No.” column. Associations with blank columns are those for which no data were available. An ‘x’ in a column denotes the presence of a species in a habitat type.
Table 1.
Species observed during this study from 2011 to 2015. Habitats (MC = mountain conifer, MV = montane valley, PP = ponderosa pine), associations (F. Dulotic = facultative social parasite, engages in raiding behavior; O. Dulotic = obligate social parasite, depends on raiding host species for workforce; T. Dulotic = temporary social parasite, takes over host colonies for colony foundation; Host = a species enslaved by a social parasite species; Xeno = a xenobiont that shares a nest site mutualistically or commensally with other species), diet (P = omnivorous and actively predaceous; O = omnivorous and not actively predaceous, i.e., primarily a scavenger; B = omnivorous and dulotic; H = honeydew, i.e., tending aphids, mealybugs, or coccids), and nest code (W = in rotten wood or under bark; S = in soil with crate or soil mound at nest entrance; U = under stones or logs, specifically at the interface between earth and object, and can also be at the bases of plants; T = thatch mound; C = cavities such as tree holes and spaces between stones; L = in twigs or pockets of leaf litter or in acorns; D = steals nests or nests inside other species’ nests). ? = taxonomic grouping is too broad for description or data are unknown. In the associations column, numbers represent known species associations, corresponding to the “No.” column. Associations with blank columns are those for which no data were available. An ‘x’ in a column denotes the presence of a species in a habitat type.
No. | Species | MC | MV | PP | Associations | Diet | Nesting Type |
---|
1 | Camponotus herculeanus | | | x | | OH | W |
2 | Camponotus modoc | x | | x | Xeno 20 | PH | W |
3 | Camponotus ocreatus | | x | x | | O | U |
4 | Dorymyrmex bicolor | | x | | | PH | S |
5 | Dorymyrmex flavus | x | x | x | | O | ? |
6 | Dorymyrmex insanus | | | x | | PH | S |
7 | Forelius mccooki | | | x | | P | SU |
8 | Formica accreta | x | x | | Host 55 | O | ? |
9 | Formica altipetens | x | x | x | Host 29, 30 | OH | SU |
10 | Formica argentea | x | x | x | Host 55; Xeno 39 | OH | WU |
11 | Formica aserva | x | x | x | F. Dulotic 22, 28 | BH | WUT |
12 | Formica biophilica | | x | | Host 27 | O | SU |
13 | Formica bradleyi | | x | | Host 30 | OH | ? |
14 | Formica subaenescens | x | x | | Host 55 | PH | WSU |
15 | Formica gnava | x | x | x | Xeno 46 | OH | ? |
16 | Formica laeviceps | x | | x | | OH | SUT |
17 | Formica lasioides | x | x | | Host 30; Xeno 24, 38, 42, 50 | O | SU |
18 | Formica limata | x | x | x | | O | SU |
19 | Formica montana | | | x | Host 29 | O | ST |
20 | Formica neoclara | x | x | | Host 29, 55; Xeno 2 | OH | WSU |
21 | Formica neogagates | x | x | x | Host 27, 30, 55; Xeno 32 | OH | SU |
22 | Formica neorufibarbis | x | | | Host 11, 29, 30, 55 | OH | WU |
23 | Formica obscuriventris | | | x | Host 27 | O | UT |
24 | Formica occulta | x | x | | Host 55; Xeno 17, 39, 50 | O | SU |
25 | Formica opaciventris | x | | x | | O | ST |
26 | Formica pallidefulva | x | x | | Host 27, 29 | O | WS |
27 | Formica pergandei | x | x | x | F. Dulotic 12, 21, 23, 26, 29 | B | SU |
28 | Formica podzolica | x | x | | Host 11, 27, 55 | O | SUT |
29 | Formica puberula | | x | x | F. Dulotic 9, 13, 17, 21, 22 | B | SU |
30 | Formica wheeleri | | x | x | F. Dulotic 9, 13, 17, 21, 22 | B | ST |
31 | Formica xerophila | x | x | | | O | SU |
32 | Lasius americanus | | x | x | Xeno 21 | PH | U |
33 | Lasius aphidicola | x | x | x | T. Dulotic 34, 38, 39 | OH | WSU |
34 | Lasius crypticus | x | x | | Xeno 45 | OH | WU |
35 | Lasius humilis | | X | | | OH | U |
36 | Lasius neoniger | x | x | | Host 33, 40 | OH | SU |
37 | Lasius ponderosae | x | x | x | Host 33 | OH | SU |
38 | Lasius pallitarsis | x | | x | Host 40; Xeno 10, 17, 50 | OH | WU |
39 | Lasius sitiens | x | x | x | Xeno 10, 24, 45, 50 | OH | U |
40 | Lasius subumbratus | x | x | x | T. Dulotic 36, 38 | H | WU |
41 | Lasius xerophilus | x | x | x | | OH | S |
42 | Leptothorax crassipilis | | | x | Xeno 17, 24, 50 | OH | SU |
43 | Leptothorax canadensis | x | x | | | OH | WUL |
44 | Liometopum luctuosum | x | | | | OH | U |
45 | Monomorium minimum | x | | | Xeno 14, 34, 39 | OH | WSUD |
46 | Myrmecina americana | | x | | Xeno 15 | P | SL |
47 | Myrmica americana | x | x | | | P | SL |
48 | Myrmica brevispinosa | | | x | | P | SL |
49 | Myrmica discontinua | x | x | | | P | SL |
50 | Myrmica hamulata | x | x | | Xeno 17, 24, 38, 39, 42 | P | SL |
51 | Myrmica incompleta | x | x | x | | PH | SL |
52 | Myrmica latifrons | x | x | x | | P | SL |
53 | Myrmica monticola | x | x | x | | P | SL |
54 | Pheidole sp. | x | x | x | | ? | ? |
55 | Polyergus mexicanus | x | | | O. Dulotic 8, 10, 14, 20, 21, 22, 24, 28 | B | D |
56 | Solenopsis invicta | | | x | | PH | ? |
57 | Solenopsis pilosula | | x | | | P | SD |
58 | Stenamma diecki | | | x | | P | SCL |
59 | Tapinoma sessile | x | x | x | | PH | WSUCLD |
60 | Temnothorax rugatulus | | | x | | OH | WSUCLD |
Table 2.
Multivariate analysis of variance comparing mean ant species richness (Y) among sites, fire treatment, seasons, and interactions (X). DF = degree of freedom. SS = sum of squares. * = significance (alpha = 0.05). F35,1227 = 8.14. p < 0.0001.
Table 2.
Multivariate analysis of variance comparing mean ant species richness (Y) among sites, fire treatment, seasons, and interactions (X). DF = degree of freedom. SS = sum of squares. * = significance (alpha = 0.05). F35,1227 = 8.14. p < 0.0001.
Factor | DF | SS | F | p |
---|
Year*Season*Site*Burned | 4 | 32.61 | 2.00 | 0.0920 |
Year*Season*Site | 4 | 13.11 | 0.80 | 0.5220 |
Year*Season*Burned | 2 | 21.97 | 2.70 | 0.0678 |
Season*Site*Burned | 4 | 3.17 | 0.19 | 0.9413 |
Year*Site*Burned | 2 | 29.58 | 3.63 | 0.0268 * |
Year*Site | 2 | 157.33 | 19.32 | <0.0001 * |
Year*Burned | 1 | 126.54 | 31.07 | <0.0001 * |
Season*Burned | 2 | 18.02 | 2.21 | 0.1099 |
Season*Site | 4 | 35.56 | 2.18 | 0.0688 |
Season*Year | 2 | 158.14 | 19.42 | <0.0001 * |
Site*Burned | 2 | 12.75 | 1.57 | 0.2093 |
Year | 1 | 457.87 | 112.44 | <0.0001 * |
Season | 2 | 996.99 | 122.41 | <0.0001 * |
Site | 2 | 150.30 | 18.45 | <0.0001 * |
Burned | 1 | 126.54 | 31.07 | <0.0001 * |
Table 3.
Multivariate analysis of variance comparing mean ant abundance (Y) among sites, years, fire treatment, seasons, and interactions (X). DF = degree of freedom. SS = sum of squares. * = significance (alpha = 0.05). F35,1227 = 9.04. p < 0.0001.
Table 3.
Multivariate analysis of variance comparing mean ant abundance (Y) among sites, years, fire treatment, seasons, and interactions (X). DF = degree of freedom. SS = sum of squares. * = significance (alpha = 0.05). F35,1227 = 9.04. p < 0.0001.
Factor | DF | SS | F | p |
---|
Season*Site*Burned*Year | 4 | 42,194.70 | 1.09 | 0.3581 |
Season*Burned*Year | 2 | 24,901.90 | 1.29 | 0.2753 |
Season*Site*Year | 4 | 1161.00 | 0.30 | 0.8765 |
Site*Burned*Year | 2 | 125,303.60 | 6.50 | 0.0016 * |
Season*Site*Burned | 4 | 5624.60 | 1.46 | 0.2127 |
Season*Burned | 2 | 28,718.90 | 1.49 | 0.2260 |
Season*Site | 4 | 306,994.10 | 7.96 | <0.0001 * |
Site*Burned | 2 | 16,934.70 | 0.88 | 0.4159 |
Season*Year | 2 | 66,358.00 | 3.44 | 0.0324 * |
Site*Year | 2 | 59,479.20 | 3.08 | 0.0461 * |
Burned*Year | 1 | 133,598.40 | 13.85 | 0.0002 * |
Season | 2 | 604,899.80 | 31.36 | <0.0001 * |
Burned | 1 | 19,106.90 | 1.98 | 0.1595 |
Year | 1 | 54,294.10 | 5.63 | 0.0178 * |
Table 4.
Number of species appearing and disappearing between years. Species turnover is calculated as the (number of appearing species + number of disappearing species divided by the total number of species observed) × 100.
Table 4.
Number of species appearing and disappearing between years. Species turnover is calculated as the (number of appearing species + number of disappearing species divided by the total number of species observed) × 100.
Year and Treatment | Total Species | Species Appearing | Species Disappearing | Species Turnover | Percent Change |
---|
2011 | 53 | n/a | n/a | n/a | n/a |
Burned | 47 | n/a | n/a | n/a | n/a |
Unburned | 46 | n/a | n/a | n/a | n/a |
2012 | 49 | 13 | 9 | 44.8 | −7.6 |
Burned | 40 | 10 | 3 | 32.5 | −14.9 |
Unburned | 37 | 10 | 7 | 45.9 | −19.6 |
2013 | 45 | 12 | 4 | 35.5 | −8.2 |
Burned | 36 | 3 | 7 | 27.7 | −10 |
Unburned | 31 | 11 | 6 | 54.8 | −16.3 |
2014 | 37 | 15 | 3 | 48.6 | −17.8 |
Burned | 26 | 1 | 11 | 46.2 | −27.8 |
Unburned | 9 | 18 | 1 | 211 | −70.1 |
2015 | 25 | 10 | 1 | 44.0 | −32.4 |
Burned | 14 | 0 | 12 | 85.7 | −46.1 |
Unburned | 15 | 1 | 2 | 20 | +40.0 |
Table 5.
Multivariate analysis of variance comparing mean abundance of xenobionts, host species, and dulotic species (Y) among sites, years, fire treatment, seasons, and interactions (X). p-values are reported (alpha = 0.05).
Table 5.
Multivariate analysis of variance comparing mean abundance of xenobionts, host species, and dulotic species (Y) among sites, years, fire treatment, seasons, and interactions (X). p-values are reported (alpha = 0.05).
| Xeno | Host | Dulotic |
---|
Burned | 0.0090 | 0.0003 | 0.7277 |
Season | <0.0001 | <0.0001 | 0.1467 |
Site | <0.0001 | 0.0012 | 0.0058 |
Season*Burned | 0.5178 | 0.0987 | 0.6736 |
Site*Season | 0.0001 | 0.0026 | 0.1079 |
Site*Burned | 0.1726 | 0.0006 | 0.6646 |
Table 6.
Multivariate analysis of variance comparing ant nesting types (Y) among sites, years, fire treatment, seasons, and interactions (X). W = in rotten wood or under bark; S = in soil with crate or soil mound at nest entrance; U = under stones or logs, specifically at the interface between earth and object, and can also be at the bases of plants; T = thatch mound; C = cavities such as tree holes and spaces between stones; L = in twigs or pockets of leaf litter or in acorns; D = steals nests or nests inside other species’ nests). p-values are reported (alpha = 0.05).
Table 6.
Multivariate analysis of variance comparing ant nesting types (Y) among sites, years, fire treatment, seasons, and interactions (X). W = in rotten wood or under bark; S = in soil with crate or soil mound at nest entrance; U = under stones or logs, specifically at the interface between earth and object, and can also be at the bases of plants; T = thatch mound; C = cavities such as tree holes and spaces between stones; L = in twigs or pockets of leaf litter or in acorns; D = steals nests or nests inside other species’ nests). p-values are reported (alpha = 0.05).
| W | S | U | T | C | L | D |
---|
Burned | 0.9600 | 0.7181 | 0.0401 | 0.0011 | 0.0711 | 0.0104 | 0.0415 |
Season | <0.0001 | <0.0001 | <0.0001 | 0.0719 | 0.0002 | 0.0043 | <0.0001 |
Site | 0.0044 | 0.6347 | <0.0001 | 0.2745 | <0.0001 | <0.0001 | <0.0001 |
Season*Burned | 0.1122 | <0.0001 | 0.2604 | 0.2312 | 0.1231 | 0.9870 | 0.1781 |
Site*Season | 0.0772 | 0.0131 | <0.0001 | 0.3000 | 0.0036 | 0.0045 | 0.0084 |
Site*Burned | 0.9840 | 0.0005 | 0.2214 | 0.3704 | 0.0241 | <0.0001 | 0.0413 |
Site*Burned*Season | 0.9479 | 0.5430 | 0.6101 | 0.2794 | 0.2119 | 0.8800 | 0.1717 |
Table 7.
Multivariate analysis of variance comparing ant diet types (Y) among sites, years fire treatment, seasons, and interactions (X). P = omnivorous and actively predaceous; O = omnivorous and not actively predaceous, i.e., primarily a scavenger; B = omnivorous and dulotic; H = honeydew, i.e., tending aphids, mealybugs, or coccids.
Table 7.
Multivariate analysis of variance comparing ant diet types (Y) among sites, years fire treatment, seasons, and interactions (X). P = omnivorous and actively predaceous; O = omnivorous and not actively predaceous, i.e., primarily a scavenger; B = omnivorous and dulotic; H = honeydew, i.e., tending aphids, mealybugs, or coccids.
| P | O | B | H |
---|
Burned | 0.4622 | 0.0012 | 0.0046 | 0.0180 |
Season | <0.0001 | <0.0001 | 0.0147 | <0.0001 |
Site | <0.0001 | <0.0001 | 0.0019 | <0.0001 |
Season*Burned | 0.7926 | 0.00785 | 0.2337 | 0.5669 |
Site*Season | 0.0012 | <0.0001 | 0.2544 | 0.0018 |
Site*Burned | 0.0026 | 0.0242 | <0.0001 | 0.6983 |
Site*Burned*Season | 0.5161 | 0.0902 | 0.1316 | 0.0156 |