| Literature DB >> 19903355 |
Stacey D Ostermann-Kelm1, Edward A Atwill, Esther S Rubin, Larry E Hendrickson, Walter M Boyce.
Abstract
BACKGROUND: Free-ranging horses (Equus caballus) in North America are considered to be feral animals since they are descendents of non-native domestic horses introduced to the continent. We conducted a study in a southern California desert to understand how feral horse movements and horse feces impacted this arid ecosystem. We evaluated five parameters susceptible to horse trampling: soil strength, vegetation cover, percent of nonnative vegetation, plant species diversity, and macroinvertebrate abundance. We also tested whether or not plant cover and species diversity were affected by the presence of horse feces.Entities:
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Year: 2009 PMID: 19903355 PMCID: PMC2781800 DOI: 10.1186/1472-6785-9-22
Source DB: PubMed Journal: BMC Ecol ISSN: 1472-6785 Impact factor: 2.964
Summary of species composition and soil strength data from 120 transects centered on and adjacent to horse trails in Coyote Canyon, Anza-Borrego Desert State Park, California, USA; Spring 2003.
| Location of quadrat | N | Mean percent plant cover | Mean percent nonnative plant cover | Mean number of total species | Mean number of native species | Mean number of nonnative species | Mean soil strength (kg/cm2) | Mean number of macro-invertebrates |
|---|---|---|---|---|---|---|---|---|
| Quadrat 1 (Trail) | 120 | 13.7 (10.1) | 5.7 (7.5) | 4.0 (2.0) | 3.0 (1.9) | 1.0 (0) | 2.2 (1.3) | 0.63 (1.4) |
| Quadrat 2 (0 m) | 240 | 31.6 (15.0) | 10.4 (11.1) | 5.9 (2.3) | 5.0 (2.3) | 1.0 (0) | 1.6 (1.0) | 0.52 (1.1) |
| Quadrat 3 (0.4 m) | 240 | 29.0 (14.4) | 10.3 (10.8) | 5.7 (2.4) | 4.7 (2.4) | 1.0 (0) | 1.7 (1.1) | 0.61 (1.3) |
| Quadrat 4 (1.4 m) | 240 | 30.3 (15.2) | 10.9 (12.7) | 5.2 (2.1) | 4.3 (2.1) | 1.0 (0) | NA | NA |
| Adjacent to feces | 64 | 30.8 (13.7) | 7.1 (6.9) | 6.4 (2.2) | 5.4 (2.3) | 1.0 (0) | NA | NA |
| Quadrat 5 (Referent) | 240 | 31.7 (15.9) | 11.9 (13.5) | 4.9 (2.1) | 4.0 (2.1) | 1.0 (0) | 1.66 (1.0) | 0.43 (0.8) |
Standard deviations are given in parentheses. Soil strength data was not collected for quadrats at 1.4 m from the trail or adjacent to feces.
Linear mixed-effects regression model results from testing for differences between treatment and referent quadrats in vegetation cover, percent nonnative vegetation cover, and soil strength for horse trails at Coyote Canyon, Anza-Borrego Desert State Park, California, USA; Spring 2003.
| Covariate | Coefficient (95% CI) | Back-Transformed coefficient | P-value |
|---|---|---|---|
| Intercept | 1.14 (1.08, 1.20) | 29.03 (26.21, 31.93) | <0.01 |
| Soil strength | 0.03 (0.01, 0.05) | 0.022 (0.002, 0.06) | <0.01 |
| Dripline | 0.003 (0.0004, 0.005) | 0.002 (3.9 × 10-6, 0.0006) | 0.02 |
| Quadratb | --- | --- | <0.01 |
| Quadrat 1 (trail) | -0.55 (-0.61, -0.49) | -7.35 (9.08, 5.77) | <0.01 |
| Quadrat 2 (0 m) | -0.03 (-0.09, 0.03) | -0.02 (0.22, 0.02) | 0.32 |
| Quadrat 3 (0.4 m) | -0.09 (-0.15, -0.03) | -0.19 (0.53, 0.02) | <0.01 |
| Quadrat 4 (1.4 m) | -0.09 (-0.27, 0.10) | -0.19 (1.85, 0.24) | 0.35 |
| Quadrat 5 (Referent) | --- | -- | --- |
| Random effects | 0.12 (0.09, 0.15) | 0.12 (0.21, 0.59) | <0.01 |
| Intercept | 0.38 (0.30, 0.47) | 3.60 (2.23, 5.31) | <0.01 |
| Soil strength | 0.15 (0.08, 0.21) | 0.53 (0.16, 1.13) | <0.01 |
| Soil strength2 | -0.03 (-0.04, 0.21) | -0.02 (0.04, 1.13) | 0.01 |
| Dripline | 0.003 (0.0002, 0.005) | 0.0002 (1.0 × 10-6, 0.0006) | 0.03 |
| Quadratb | --- | --- | <0.01b |
| Quadrat 1 (trail) | -0.17 (-0.23, -0.11) | -0.72 (1.32, 0.30) | <0.01 |
| Quadrat 2 (0 m) | -0.02 (-0.07, 0.04) | -0.01 (0.14, 0.03) | 0.51 |
| Quadrat 3 (0.4 m) | -0.04 (-0.09, 0.02) | -0.03 (0.20, 0.01) | 0.20 |
| Quadrat 4 (1.4 m) | -0.09 (-0.23, 0.06) | -0.19 (1.35, 0.09) | 0.25 |
| Quadrat 5 (Referent) | --- | -- | --- |
| Random effects | 0.18 (0.15, 0.22) | 0.79 (0.53, 1.16) | <0.01 |
| Intercept | 2.44 (2.148, 2.727) | 88.19 (77.37, 95.82) | <0.01 |
| Rain | -0.73 (-0.95, -0.51) | 12.74 (6.36, 20.92) | <0.01 |
| Trail Area | -2.1 × 10-5 (-3.2 × 10-5, -0.0010) | -1.0 × 10-5 (3.0 × 10-10, 3.0 × 10-9) | <0.01 |
| Dripline | -0.0045 (-0.0081, -0.0010) | -0.0005 (3.0 × 10-5, 0.002) | 0.01 |
| Horse sign (present) | -0.15 (-0.29, -0.01) | -0.56 (0.002, 0.02) | 0.04 |
| Horse sign (Referent) | --- | --- | --- |
| Quadratb | --- | --- | <0.01 |
| Quadrat 1 (trail) | 0.48 (0.27, 0.68) | 0.24 (1.81, 11.12) | <0.01 |
| Quadrat 2 (0 m) | -0.15 (-0.28, -0.01) | -0.56 (0.002, 1.95) | 0.03 |
| Quadrat 3 (0.4 m) | -0.15 (-0.28, -0.02) | -0.56 (0.01, 1.95) | 0.02 |
| Quadrat 4 (1.4 m) | NA | NA | NA |
| Quadrat 5 (Referent) | --- | --- | --- |
| Random effects | 0.48 (0.45, 0.64) | 0.48 (0.45, 0.64) | <0.01 |
a Arcsin transformed; b Likelihood ratio test to determine the significance of the overall covariate.
Figure 1Results from a linear mixed-effects regression model of percent vegetation cover at 0.4 m from the edge of the trail and at referent quadrats. Graph illustrates the relationships between percent plant cover, soil strength, and dripline. After accounting for variation in dripline and soil strength, quadrats at 0.4 m from the trail had less vegetation cover than referent quadrats.
Results from Poisson regression models used to test for differences between treatment and referent quadrats in variables related to feral horse impacts at Coyote Canyon, Anza-Borrego Desert State Park, California, USA; Spring 2003.
| Covariate | Coefficient (95% CI) | Back-Transformed Coefficient (95% CI) | P-value |
|---|---|---|---|
| Intercept | 1.20 (1.07, 1.33) | 3.29 (2.91, 3.78) | <0.01 |
| Soil strength | 0.22 (0.10, 0.33) | 1.24 (1.11, 1.39) | <0.01 |
| Soil strength2 | -0.03 (-0.06, -0.01) | -0.97 (0.94, 0.99) | <0.01 |
| Dripline | -0.01 (-0.01, -0.00) | -0.99 (0.99, 1.0) | <0.01 |
| Quadratb | --- | --- | <0.01 |
| Quadrat 1 (trail) | -0.36 (-0.49, -0.23) | -0.96 (0.61, 0.80) | <0.01 |
| Quadrat 2 (0 m) | 0.21 (0.12, 0.30) | 1.23 (1.12, 1.35) | <0.01 |
| Quadrat 3 (0.10 m) | 0.16 (0.07, 0.26) | 1.18 (1.07, 1.29) | <0.01 |
| Quadrat 4 (1.4 m) | -0.01 (-0.30, 0.27) | -0.99 (0.74, 1.31) | 0.93 |
| Quadrat 5 (Referent) | --- | --- | --- |
| Intercept | -0.71 (-1.04, -0.38) | -0.49 (0.35, 0.68) | <0.01 |
| Soil strength | -0.27 (-0.37, -0.17) | -0.76 (0.69, 0.98) | <0.01 |
| Day | 0.03 (0.01, 0.06) | 1.03 (1.01, 1.06) | <0.01 |
| Quadrata | --- | --- | 0.10 |
| Quadrat 1 (trail) | 0.54 (0.24, 0.85) | 1.72 (1.27, 2.33) | <0.01 |
| Quadrat 2 (0.00 m) | 0.24 (-0.03, 0.51) | 1.27 (0.97, 1.67) | 0.08 |
| Quadrat 3 (0.40 m) | 0.38 (0.12, 0.64) | 1.46 (1.13, 1.90) | <0.01 |
| Quadrat 4 (1.4 m) | NA | NA | NA |
| Quadrat 5 (Referent) | --- | --- | --- |
Regression models were also used to quantify associations between covariate and outcome variables.
aLikelihood ratio test to determine the significance of the overall covariate.
Figure 2A comparison of results from Poisson regression models of the number of native plant species at the trail center, 0.4 m from the edge of the trail, and at referent quadrats. After accounting for differences in soil strength, plant species diversity was highest at quadrats 0.4 m from the trail.
Results from linear mixed-effects or Poisson regression models used to test for and quantify differences in total vegetation cover, percent nonnative cover, and number of native species between quadrats near horse feces and referent quadrats at horse trails in Coyote Canyon, Anza-Borrego Desert State Park, California, USA; Spring 2003.
| Outcome variable | Covariate | Coefficient (CI) | P-value |
|---|---|---|---|
| Intercept | 1.07 (0.99, 1.16) | <0.01 | |
| Referent quadrat | -- | -- | |
| Quadrat near feces | 0.07 (0.0, 0.17) | 0.23 | |
| Intercept | 0.53 (0.44, 0.62) | <0.01 | |
| Referent quadrat | -- | -- | |
| Quadrat near feces | -0.07 (-0.16, 0.02) | 0.13 | |
| Intercept | 1.49 (1.38,1.61) | <0.01 | |
| Referent quadrat | -- | -- | |
| Quadrat near feces | 0.20 (0.04, 0.35) | <0.01 |
Summary of significant differences in parameters between sampling quadrats and referent quadrats.
| Trail | 0.0 m | 0.4 m | 1.4 m | Quadrat near feces | |
|---|---|---|---|---|---|
| Percent plant cover | ↓ | - | ↓ | - | - |
| Percent nonnative cover | ↓ | - | - | - | - |
| No. of native plant species | ↓ | ↑ | ↑ | - | ↑ |
| No. of macroinvertebreates | ↑ | - | ↑ | NA | NA |
| Soil strength | ↑ | ↓ | ↓ | NA | NA |
Arrows indicate significant increases or decreases relative to referent quadrats and dashes indicate no difference from referent quadrats. Referent quadrats were located at 6.4 m from the edge of trails used by feral horses in Coyote Canyon, Anza-Borrego Desert State Park, California, USA; Spring 2003.