| Literature DB >> 23840570 |
Christian Jessen1, Cornelia Roder, Javier Felipe Villa Lizcano, Christian R Voolstra, Christian Wild.
Abstract
Overfishing and land-derived eutrophication are major local threats to coral reefs and may affect benthic communities, moving them from coral dominated reefs to algal dominated ones. The Central Red Sea is a highly under-investigated area, where healthy coral reefs are contending against intense coastal development. This in-situ study investigated both the independent and combined effects of manipulatedEntities:
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Year: 2013 PMID: 23840570 PMCID: PMC3686771 DOI: 10.1371/journal.pone.0066992
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Inorganic nutrient (A) and Chlorophyll a (B) concentrations.
A: Inorganic nutrient concentrations (µmol L−1; means±SE) in the nutrient enrichment treatments (fertilizer & combined) and the non-enriched treatments (control & cage). Small letters (a for SRP; b for DIN) indicate statistical significant differences between enriched and non-enriched plots of p<0.05 (t-test). DIN: dissolved inorganic nitrogen; SRP: soluble reactive phosphate. B: Chlorophyll a concentrations (µg L−1, means±SE) from water samples taken directly above the tile setups at all 5 sampling times. P-values were calculated from 3-factorial ANOVA and originate from analysis across the whole study period (see Table 1 for full results). P-values were tagged as n.s. ( = not significant), when the model reduction step excluded the corresponding factor(s).
Results of the 3-factorial ANOVA of the water parameters.
| Chlorophyll | PON | POC | DON | DOC | |||||||||||
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| C | 1 | 4.17 | 0.046* | – | – | – | 1 | 2.56 | 0.116 | – | – | – | – | – | – |
| F | – | – | – | – | – | – | 1 | 0.20 | 0.657 | 1 | 2.42 | 0.124 | – | – | – |
| T | 4 | 43.97 | 0.000* | 4 | 5.10 | 0.001* | 4 | 6.56 | 0.000* | – | – | – | – | – | – |
| C×F | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – |
| T×C | 4 | 2.43 | 0.057 | – | – | – | – | – | – | – | – | – | – | – | – |
| T×F | – | – | – | – | – | – | 3 | 3.63 | 0.019* | – | – | – | – | – | – |
| T×C×F | – | – | – | – | – | – | – | – | – | – | – | – | – | – | – |
Response variables (1st row) are chlorophyll a, particulate organic nitrogen (PON), particulate organic carbon (POC), dissolved organic nitrogen (DON), dissolved organic carbon (DOC). Independent factors (1st column) are Cage (C), Fertilizer (F), and Time (T). Significant results are indicated by asterisks. P-values of 0.000 symbolize values <0.001. Dashes represent factors that have been excluded by the model reduction.
Figure 2Concentrations of particulate and dissolved organic matter.
Particulate (mg cm−2, means±SE) and dissolved organic matter concentrations (µmol L−1, means±SE) in water samples taken directly above the installations A: particulate organic nitrogen (PON), B: particulate organic carbon (POC), C: dissolved organic nitrogen (DON), and D: dissolved organic carbon (DOC). Shown are data of all treatments for all 5 sampling times. P-values were calculated from 3-factorial ANOVA and originate from analysis across the whole study period (see Table 1 for full results). Abbreviations: C = Cage, F = Fertilizer, T = Time. Missing values of 1wk for PON and POC resulted from insufficient algal dry mass for analysis. Shown P-values originate from analysis across the whole study period. P-values were tagged as n.s. ( = not significant), when the model reduction step excluded the corresponding factor(s).
Figure 3Development of algal dry mass (A), organic carbon (B), nitrogen content (C), and organic C/N ratio (D) on light-exposed tiles.
Shown are means±SE of all treatments in mg cm−2 over the 5 sampling points after 1, 2, 4, 8 and 16 wk(s). P-values were calculated from a 3-factorial ANOVA and originate from analysis across the whole study period (see Table 1 for full results). P-values were tagged as n.s. ( = not significant), when the model reduction step excluded the corresponding factor(s). Missing connections between data points are due to insufficient algal material for analysis. Abbreviations: C = Cage, F = Fertilizer, T = Time.
Results of the 3-factorial ANOVA of the algal parameters.
| Algal dry mass | Algal C organic | Algal N | Corg/N | |||||||||
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| C | 1 | 253.83 | 0.000* | 1 | 30.49 | 0.000* | 1 | 37.13 | 0.000* | 1 | 13.38 | 0.000* |
| F | 1 | 15.42 | 0.000* | 1 | 11.87 | 0.000* | 1 | 12.10 | 0.001* | 1 | 0.02 | 0.900 |
| T | 4 | 26.63 | 0.000* | 3 | 32.41 | 0.000* | 4 | 33.24 | 0.000* | – | – | – |
| C×F | 1 | 15.44 | 0.000* | 1 | 9.50 | 0.000* | 1 | 7.51 | 0.009* | 1 | 2.83 | 0.101 |
| T×C | 4 | 28.71 | 0.000* | 2 | 2.36 | 0.000* | 2 | 0.97 | 0.387 | – | – | – |
| T×F | 4 | 2.75 | 0.037* | 3 | 2.94 | 0.037* | 4 | 2.81 | 0.039* | – | – | – |
| T×C×F | 4 | 4.46 | 0.003* | 2 | 4.08 | 0.003* | 2 | 3.10 | 0.057 | – | – | – |
Response variables (1st row) are algal dry mass, algal organic C, algal N of the exposed tiles. Independent factors (1st column) are Cage (C), Fertilizer (F), and Time (T). Algal dry mass data were log (x+1) transformed to meet parametric assumptions. Significant results are indicated by asterisks. P-values of 0.000 symbolize values <0.001. Dashes represent factors that have been excluded by the model reduction.
Figure 4Percent cover of functional groups on light-exposed (orange) and shaded tiles (blue).
Shown is the proportional cover (means±SE) over the study period of 4 months of functional groups in the 4 treatments: control, fertilizer, cage, and combined. See Tables 3 and 4 for statistical results.
Results of 3-factorial generalized linear model (GLM; binomial distribution and logit function) of functional algal groups of light-exposed tiles.
| Open space | Filamentous algae | CCA | |||||||
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| C | 1 | 210.20 | 0.000* | 1 | 693.74 | 0.000* | x | x | x |
| F | 1 | 9.77 | 0.002* | 1 | 30.99 | 0.000* | x | x | x |
| T | 4 | 44.04 | 0.000* | 4 | 31.55 | 0.000* | x | x | x |
| C×F | 1 | 6.07 | 0.017* | – | – | – | x | x | x |
| T×C | 4 | 27.34 | 0.000* | – | – | – | x | x | x |
| T×F | 4 | 0.50 | 0.739 | 4 | 4.45 | 0.003* | x | x | x |
| T×C×F | 4 | 4.83 | 0.002* | – | – | – | x | x | x |
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| C | 1 | 192.46 | 0.000* | 1 | 23.29 | 0.000* | 1 | 250.90 | 0.000* |
| F | 1 | 0.19 | 0.667 | 1 | 2.04 | 0.159 | 1 | 0.44 | 0.512 |
| T | 4 | 96.84 | 0.000* | 4 | 14.44 | 0.000* | 4 | 16.82 | 0.000* |
| C×F | 1 | 30.13 | 0.000* | – | – | – | 1 | 14.21 | 0.000* |
| T×C | 4 | 7.97 | 0.000* | – | – | – | 4 | 23.10 | 0.000* |
| T×F | 4 | 0.49 | 0.746 | – | – | – | 4 | 1.04 | 0.394 |
| T×C×F | 4 | 0.12 | 0.973 | – | – | – | 4 | 0.11 | 0.978 |
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| C | 1 | 13.08 | 0.000* | 1 | 24.91 | 0.000* | x | x | x |
| F | 1 | 8.93 | 0.004* | 1 | 20.12 | 0.000* | x | x | x |
| T | 4 | 51.75 | 0.000* | 4 | 14.00 | 0.000* | x | x | x |
| C×F | 1 | 0.17 | 0.677 | – | – | – | x | x | x |
| T×C | 4 | 1.73 | 0.157 | – | – | – | x | x | x |
| T×F | 4 | 0.11 | 0.980 | – | – | – | x | x | x |
| T×C×F | 4 | 0.43 | 0.789 | – | – | – | x | x | x |
Response variables are shown in the 1st row and in the first column the independent factors: Cage (C), Fertilizer (F), and Time (T). Significant results are indicated by asterisks. P-values of 0.000 symbolize values <0.001. Dashes represent factors that have been excluded by the model reduction and ‘x’ stands for insufficient data for analysis.
Results of 3-factorial generalized linear model (GLM; binomial distribution and logit function) of functional algal groups of light shaded tiles.
| Open space | Filamentous algae | CCA | |||||||
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| C | 1 | 39.64 | 0.000* | 1 | 2.19 | 0.144 | 1 | 60.94 | 0.000* |
| F | 1 | 0.88 | 0.354 | 1 | 2.90 | 0.094 | 1 | 0.01 | 0.909 |
| T | 4 | 225.73 | 0.000* | 4 | 11.39 | 0.000* | 4 | 150.47 | 0.000* |
| C×F | 1 | 0.01 | 0.919 | 1 | 26.21 | 0.000* | 1 | 2.60 | 0.113 |
| T×C | 4 | 0.39 | 0.816 | 4 | 0.35 | 0.844 | 4 | 2.90 | 0.030* |
| T×F | 4 | 1.05 | 0.391 | 4 | 0.45 | 0.768 | 4 | 1.23 | 0.309 |
| T×C×F | 4 | 0.67 | 0.618 | 4 | 0.16 | 0.999 | – | – | – |
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| C | 1 | 40.47 | 0.000* | 1 | 38.78 | 0.000* | 1 | 9.53 | 0.003* |
| F | 1 | 4.38 | 0.041* | 1 | 2.84 | 0.098 | 1 | 0.43 | 0.512 |
| T | 4 | 66.75 | 0.000* | 4 | 132.64 | 0.000* | 4 | 15.76 | 0.000* |
| C×F | 1 | 2.13 | 0.150 | 1 | 8.20 | 0.006* | 1 | 0.07 | 0.797 |
| T×C | 4 | 3.18 | 0.020* | 4 | 0.02 | 0.999 | 4 | 2.03 | 0.103 |
| T×F | 4 | 0.17 | 0.952 | 4 | 0.28 | 0.889 | 4 | 0.55 | 0.702 |
| T×C×F | 4 | 0.13 | 0.971 | 4 | 0.01 | 0.999 | 4 | 0.43 | 0.787 |
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| C | x | x | x | 1 | 18.62 | 0.000* | 1 | 14.16 | 0.000* |
| F | x | x | x | 1 | 7.65 | 0.007* | 1 | 0.13 | 0.721 |
| T | x | x | x | 4 | 21.06 | 0.000* | 1 | 12.94 | 0.000* |
| C×F | x | x | x | 1 | 2.32 | 0.133 | 2 | 0.71 | 0.403 |
| T×C | x | x | x | – | – | – | 2 | 2.22 | 0.078 |
| T×F | x | x | x | – | – | – | 2 | 0.87 | 0.488 |
| T×C×F | x | x | x | – | – | – | 2 | 0.09 | 0.984 |
Response variables are shown in the 1st row and in the first column the independent factors: Cage (C), Fertilizer (F), and Time (T). Significant results are indicated by asterisks. P-values of 0.000 symbolize values <0.001. Dashes represent factors that have been excluded by the model reduction and ‘x’ stands for insufficient data for analysis.
Figure 5O2 consumption rates.
O2 consumption rates of A: light-exposed tiles and B: shaded tiles in µg cm−2 h−1 (means±SE). P-values are calculated from 3-factorial ANOVA and originate from analysis across the whole study period (see Table 5 for full test results). Significant p-values (p<0.05) are indicated by asterisks. Abbreviations: C = Cage, F = Fertilizer, T = Time.
Results of the 3-factorial ANOVA of O2 consumption of exposed and shaded tiles.
| Exposed Tiles | Shaded Tiles | |||||
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| C | 1 | 35.15 | 0.000* | 1 | 3.70 | 0.056 |
| F | 1 | 3.87 | 0.054 | 1 | 1.92 | 0.170 |
| T | 4 | 18.27 | 0.000* | 4 | 39.84 | 0.000* |
| C×F | 1 | 3.68 | 0.060 | – | – | – |
| T×C | 4 | 10.10 | 0.000* | – | – | – |
| T×F | 4 | 1.68 | 0.006* | – | – | – |
| T×C×F | 4 | 5.79 | 0.000* | – | – | – |
Response variables are shown in the 1st row. In the 1st column are the independent factors: Cage (C), Fertilizer (F), and Time (T). Significant results are indicated by asterisks. P-values of 0.000 symbolize values <0.001 and dashes represent factors that have been excluded by the model reduction. n.s. = not significant.