Submitted:
14 January 2025
Posted:
14 January 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Area of Study and selection of sampling sites
2.2. Data Collection
2.2.1. Macroinvertebrate Sampling
2.2.2. Assessment of Water Quality with the BMWP-CR Index
2.2.3. Physicochemical Analysis
2.3. Data Analysis
3. Results
3.1. Macroinvertebrate Biodiversity
3.2. Physicochemical Analysis
3.2.1. Principal Component Analysis of Physicochemical Variables
4. Discussion
4.1. Anthropic Influence and the Relationship of Macroinvertebrates are Present in the Study Area.
4.2. Physicochemical Parameters
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Sampling sites | Permanent anthropic activity | The Dry season 2022 |
The Rainy season 2022 | The Dry season 2023 |
|---|---|---|---|---|
| SS1 |
Sewage discharge, Farm, Domestic use, Leaving the urban Patlicha area, Crops area | Pedestrian crossing | No pedestrian crossing | Pedestrian with rocks |
| SS2 | Sewage discharge, Crops area | Eutrophication, Partial crops in the riverbed | Eutrophication | Eutrophication |
| SS3 | Sewage discharge, Crops area | Eutrophication, Crops influence | Eutrophication | Eutrophication |
| SS4 | Sewage discharge, Recreational, Entrance to the Copanatoyac urban area, Crops area | Rockfill dam | Scattered rocks | Scattered rocks |
| SS5 | Sewage discharge, Domestic use, Center of the Copanatoyac urban area, Crops area | Rock border | Scattered rocks, anthropogenic silting | Scattered rocks, concrete remains |
| SS6 | Sewage discharge, Recreational, Leaving the urban Copanatoyac area, Crops area | Eutrophication Riparian zone cultivation | Eutrophication, Bridge with rocks and concrete remains | Eutrophication, Bridge with rocks and concrete remains |
| SS7 | Sewage discharge, Crops area | Eutrophication, Partial crops in the riverbed | Eutrophication | Eutrophication, Total cultivation in the riverbed |
| SS8 | Sewage discharge, Livestock watering place, Crops area | Eutrophication, Crops influence, Pedestrian crossing with rocks | Eutrophication | Eutrophication, Crops influence, Pedestrian crossing with rocks |
| SS9 | Sewage discharge, Sand and gravel extraction, Crops area | Eutrophication | Eutrophication | Eutrophication |
| Sampling sites | The dry season 2022 | The rainy season 2022 | The dry season 2023 | |||
|---|---|---|---|---|---|---|
| Families | Abundance | Families | Abundance | Families | Abundance | |
| SS1 | Veliidae | 61 | Hydropsychidae | 78 | Leptohyphidae | 78 |
| Chironomidae | 50 | Baetidae | 55 | Chironomidae | 64 | |
| Hidropsychidae | 35 | Simuliidae | 8 | Hidropsychidae | 6 | |
| SS2 | Veliidae | 439 | Hydropsychidae | 81 | Veliidae | 335 |
| Corixidae | 31 | Baetidae | 21 | Hydropsychidae | 46 | |
| Chironomidae | 23 | Leptophlebiidae | 7 | Baetidae | 31 | |
| SS3 | Veliidae | 89 | Veliidae | 181 | Corixidae | 62 |
| Chironomidae, | 50 | Hydropsychidae | 56 | Veliidae | 42 | |
| Hydropsychidae | 32 | Baetidae | 14 | Leptohyphidae | 18 | |
| SS4 | Veliidae | 383 | Veliidae | 231 | Veliidae | 147 |
| Hydropsychidae | 56 | Hydropsychidae | 105 | Hydropsychidae | 50 | |
| Leptohyphidae | 8 | Leptohyphidae | 21 | Ephemerellidae | 37 | |
| SS5 | Corixidae | 69 | Hydropsychidae | 42 | Lestidae | 26 |
| Baetidae | 60 | Baetidae | 39 | Leptohyphidae | 21 | |
| Chironomidae | 43 | Chironomidae | 11 | Chironomidae | 14 | |
| SS6 | Corixidae | 69 | Baetidae | 51 | Corixidae | 45 |
| Baetidae | 30 | Leptophlebiidae | 8 | Hydropsychidae | 43 | |
| Chironomidae | 11 | Chironomidae | 7 | Leptophlebiidae | 29 | |
| SS7 | Chironomidae | 63 | Hydropsychidae | 170 | Corixidae | 125 |
| Veliidae | 28 | Baetidae | 44 | |||
| Hydrophilidae | 6 | Chironomidae | 13 | |||
| SS8 | Baetidae, | 18 | Baetidae | 81 | Veliidae | 138 |
| Corixidae | 10 | Veliidae | 56 | Hydropsychidae | 22 | |
| Hydrophilidae | 6 | Hydropsychidae | 37 | Leptophlebiidae | 17 | |
| SS9 | Simuliidae | 136 | Hydropsychidae | 100 | Simuliidae | 225 |
| Veliidae | 70 | Baetidae | 77 | Baetidae | 70 | |
| Leptohyphidae | 31 | Simuliidae | 9 | Leptophlebiidae | 19 | |
| Fuente | Df | Sum Sq | Mean Sq | F value | P-value |
|---|---|---|---|---|---|
| Season | 2 | 425.852 | 212.926 | 1.192 | 0.326 |
| Zone | 2 | 11.630 | 5.815 | 0.033 | 0.968 |
| Season: Zone | 4 | 240.815 | 60.204 | 0.337 | 0.849 |
| Residuals | 18 | 3,215.333 | 178.630 |
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