| Literature DB >> 20300800 |
Guy Ragosta1, Carl Evensen, E R Atwill, Mark Walker, Tamara Ticktin, Adam Asquith, Kenneth W Tate.
Abstract
We examined associations between riparian canopy cover, presence or absence of cattle, rainfall, solar radiation, month of year, dissolved oxygen, turbidity, salinity, and Enterococcus concentrations in riparian surface soils with Enterococcus geometric mean in-stream water concentrations at Waipā watershed on the north side of the Hawaiian island Kaua'i. Each 1% decrease in riparian canopy cover was associated with a 4.6 most probable number (MPN)/100 ml increase of the geometric mean of Enterococcus in stream water (P < 0.05). Each unit decrease in salinity (ppt) was associated with an increase of Enterococcus by 68.2 MPN/100 ml in-stream water geometric mean concentrations (P < 0.05). Month of year was also associated with increases in stream water Enterococcus geometric mean concentrations (P < 0.05). Reducing riparian canopy cover is associated with Enterococcus increases in stream water, suggesting that decreasing riparian vegetation density could increase fecal bacteria surface runoff.Entities:
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Year: 2010 PMID: 20300800 PMCID: PMC2914289 DOI: 10.1007/s10393-010-0299-9
Source DB: PubMed Journal: Ecohealth ISSN: 1612-9202 Impact factor: 3.184
Figure 1Map of Hawaiian Islands.
Figure 2Plot locations and water quality monitoring sites.
Geometric Means of Enterococcus (MPN/100 ml) in Stream Water (±SD)
| Date | Site 5 | Site 7 | Site 4 | Site 6 | Site 3 | Site 2 | Site 1 |
|---|---|---|---|---|---|---|---|
| July 9, 2004 | 10 (13) | 47 (10) | 75 (14) | 685 (463) | 188 (148) | 388 (276) | 782 (339) |
| July 23, 2004 | 13 (2) | 112 (56) | 217 (80) | 435 (69) | 148 (39) | 132 (151) | 472 (284) |
| February 9, 2005 | 31 (11) | 99 (48) | 66 (17) | 50 (68) | 32 (16) | 86 (36) | 186 (59) |
| March 9, 2005 | 104 (18) | 52 (30) | 133 (35) | 63 (0) | 151 (73) | 50 (68) | 591 (75) |
| March 23, 2005 | 1 (6) | 16 (18) | 15 (6) | 17 (24) | 85 (12) | 40 (47) | 34 (31) |
| June 1, 2005 | 1 (2) | 14 (7) | 4 (19) | 1 (2) | 31 (37) | 32 (6) | 603 (210) |
| Single sample maximum | 121 | 178 | 276 | 1300 | 387 | 687 | 1203 |
| Single sample minimum | <1 | 7.5 | <1 | <1 | 20 | 10 | 10 |
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Geometric Mean, Single Sample Minimum and Maximum of Dissolved Oxygen (mg/L), Turbidity (NTU), and Salinity (ppt) in Stream Water (±SD)
| Date | Site 5 | Site 7 | Site 4 | Site 6 | Site 3 | Site 2 | Site 1 |
|---|---|---|---|---|---|---|---|
| Dissolved oxygen | |||||||
| July 11, 2004 | 8.2 (0.1) | 8.1 (0.0) | 8.2 (1.0) | 7.3 (0.2) | 7.3 (0.1) | 2.7 (0.0) | 5.0 (0.4) |
| July 17, 2004 | 7.9 (0.1) | 7.6 (0.2) | 8.0 (0.2) | 7.7 (0.1) | 7.6 (0.2) | 2.7 (0.1) | 3.8 (0.8) |
| February 21, 2005 | 9.3 (0.3) | 9.2 (0.1) | 9.5 (0.0) | 9.2 (0.1) | 9.3 (0.2) | 4.3 (0.1) | 6.1 (0.7) |
| March 15, 2005 | 9.6 (0.1) | 9.2 (0.3) | 9.6 (0.2) | 9.2 (0.1) | 9.3 (0.1) | 5.0 (0.1) | 5.2 (0.7) |
| March 22, 2005 | 9.1 (0.7) | 9.1 (0.4) | 9.7 (0.2) | 9.1 (0.1) | 8.3 (0.2) | 5.2 (0.2) | 5.4 (0.5) |
| June 1, 2005 | 9.3 (0.5) | 8.9 (0.2) | 9.5 (0.5) | 9.5 (0.1) | 8.6 (0.3) | 3.9 (0.2) | 6.6 (0.4) |
| Single sample maximum | 9.8 | 9.4 | 9.8 | 9.8 | 9.3 | 5.3 | 6.9 |
| Single sample minimum | 7.8 | 7.4 | 7.8 | 7.1 | 7.1 | 2.6 | 3.2 |
| Turbidity | |||||||
| July 11, 2004 | 0.8 (0.0) | 1.9 (0.3) | 1.1 (0.1) | 1.6 (0.5) | 1.4 (0.4) | 2.7 (0.7) | 4.2 (1.5) |
| July 17, 2004 | 1.1 (0.1) | 2.3 (0.3) | 1.3 (0.2) | 1.4 (0.1) | 1.7 (0.4) | 5.1 (2.2) | 3.0 (0.8) |
| February 21, 2005 | 1.5 (0.2) | 4.1 (0.3) | 1.8 (0.3) | 4.1 (0.3) | 1.9 (0.2) | 3.9 (1.0) | 3.2 (0.1) |
| March 15, 2005 | 1.1 (0.1) | 2.2 (0.1) | 1.3 (0.1) | 1.5 (0.2) | 0.9 (0.2) | 4.6 (2.3) | 1.9 (0.2) |
| March 22, 2005 | 3.3 (0.4) | 6.6 (0.1) | 3.3 (0.3) | 4.2 (0.2) | 5.3 (2.0) | 16.1 (18.8) | 3.4 (0.2) |
| June 1, 2005 | 1.6 (0.2) | 3.5 (0.0) | 1.7 (0.0) | 2.5 (0.1) | 2.9 (1.9) | 12.7 (12.3) | 3.1 (0.5) |
| Single sample maximum | 3.7 | 6.7 | 3.6 | 4.4 | 7.3 | 37.6 | 5.8 |
| Single sample minimum | 0.8 | 1.6 | 1.0 | 1.2 | 0.7 | 1.9 | 1.8 |
| Salinity | |||||||
| July 11, 2004 | 0.0 (0.0) | 0.1 (0.0) | 0.0 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 0.4 (0.1) |
| July 17, 2004 | 0.0 (0.0) | 0.1 (0.0) | 0.0 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 0.5 (0.1) |
| February 21, 2005 | 0.0 (0.0) | 0.1 (0.0) | 0.0 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 11.3 (8.9) |
| March 15, 2005 | 0.0 (0.0) | 0.1 (0.0) | 0.0 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 1.0 (0.5) |
| March 22, 2005 | 0.0 (0.0) | 0.1 (0.0) | 0.0 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 0.1 (0.0) | 6.2 (5.0) |
| June 1, 2005 | 0.0 (0.0) | 0.1 (0.0) | 0.0 (0.0) | 0.1 (0.0) | 0.0 (0.0) | 0.1 (0.0) | 0.1 (0.0) |
| Single sample maximum | 0.0 | 0.1 | 0.0 | 0.1 | 0.1 | 0.1 | 17.2 |
| Single sample minimum | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 | 0.1 | 0.1 |
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Linear Mixed Effects Regression Model of Canopy Cover (%), Month, and Salinity on Enterococcus (MPN/100 ml) Geometric Mean Concentrations in Waipā Watershed during 2004 and 2005
| Factor | Coefficienta | 95% CIb |
|
|---|---|---|---|
| Month | |||
| Februaryd | 0.0 | – | – |
| March | −17.8 | (−138, 103) | 0.77 |
| June | −42.3 | (−184, 100) | 0.55 |
| July | 129 | (5.6, 253) | 0.041 |
| Canopy cover (%) | −4.6 | (−7.2, −2.0) | 0.006 |
| Salinity | −68.2 | (−112, −24) | 0.004 |
| Intercept | 486 | (281, 692) | <0.0001 |
aTotal Enterococcus (MPN/100 ml) per site during the study period of 2004 and 2005 was set as the dependent variable; month, canopy cover (%), and salinity were set as fixed independent effects. Site identity set as a group effect to account for repeated measures. Coefficients are for total Enterococcus (MPN/100 ml) values.
bCI, confidence interval.
cSignificance (coefficient not equal to 0) was determined by P < 0.05 using a conditional t-test.
dReferent condition to which other levels of the categorical factor are compared.
Figure 3Predicted geometric mean Enterococcus (MPN/100 ml) concentrations as a function of canopy cover % and month with salinity set as 0.1 ppt.
Figure 4Predicted geometric mean Enterococcus (MPN/100 ml) as a function of canopy cover % and month with salinity set as 0.1 ppt.
Geometric Mean of Canopy Cover % (±SD)
| Section | % (±SD) |
|---|---|
| Cattle ditch | 14.3 (12.4) |
| Lower Waipā | 99 (1.4) |
| Mid-Waipā | 96.8 (5.2) |
| Upper Waipā | 94.8 (2.1) |
| Kapalikea tributary | 51.5 (41.3) |
| Kolopua tributary | 93.3 (4.5) |