Submitted:
21 February 2024
Posted:
21 February 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
Study area
Macroinvertebrate sampling and processing
Biological metrics
Data analyses
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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| No. | Type of watercourse | Localities | N | E | Altitude (m) |
|---|---|---|---|---|---|
| 1 | Type 3 | Kamenica | 44.27879 | 20.69594 | 203 |
| 2 | Grza | 43.86491 | 21.47602 | 210 | |
| 3 | Ravanica | 43.94375 | 21.42883 | 176 | |
| 4 | Likodra | 44.37108 | 19.41078 | 390 | |
| 5 | Krupinska reka | 44.27692 | 19.30736 | 313 | |
| 6 | Veliki Rzav 1 | 43.67234 | 19.93187 | 498 | |
| 7 | Veliki Rzav 2 | 43.74391 | 20.05248 | 480 | |
| 8 | Nišava 1 | 43.01863 | 22.73374 | 413 | |
| 9 | Nišava 2 | 43.15188 | 22.59950 | 381 | |
| 10 | Pusta reka | 43.01950 | 21.71199 | 246 | |
| 11 | Toplica 1 | 43.21316 | 21.83449 | 272 | |
| 12 | Toplica 2 | 43.13895 | 21.28398 | 425 | |
| 13 | Vlasina 1 | 42.96810 | 22.12787 | 329 | |
| 14 | Vlasina 2 | 42.94951 | 22.30421 | 410 | |
| 15 | Rasina | 43.58722 | 21.34405 | 152 | |
| 16 | Mlava | 44.54519 | 21.27974 | 93 | |
| 17 | Jošanica | 43.40491 | 20.66400 | 463 | |
| 18 | Resava | 44.19887 | 21.28998 | 148 | |
| 19 | Ribnica 1 | 44.28707 | 20.06403 | 163 | |
| 20 | Ribnica 2 | 44.23879 | 20.09669 | 260 | |
| 21 | Ribnica 3 | 44.17276 | 20.06269 | 375 | |
| 22 | Tamnava 2 | 44.45617 | 19.63632 | 236 | |
| 23 | Ðetinja 1 | 43.83131 | 19.91463 | 642 | |
| 24 | Ðetinja 2 | 43.80448 | 19.95518 | 458 | |
| 25 | Type 4 | Mileševka | 43.37128 | 19.69763 | 726 |
| 26 | Uvac | 43.29290 | 19.93810 | 1134 | |
| 27 | Vapa | 43.29000 | 20.04355 | 1023 | |
| 28 | Dojkinačka reka 1 | 43.26172 | 22.77364 | 1223 | |
| 29 | Dojkinačka reka 2 | 43.15595 | 22.81343 | 1009 | |
| 30 | Gradska reka | 42.89735 | 22.35245 | 846 | |
| 31 | Type 6 | Tisovica | 43.48065 | 19.97928 | 1167 |
| 32 | Trudovačka reka | 43.48476 | 19.96600 | 1167 | |
| 33 | Čađavica | 44.37178 | 19.34831 | 491 | |
| 34 | Korenita | 44.48985 | 19.30783 | 261 | |
| 35 | Štira 1 | 44.44366 | 19.25502 | 526 | |
| 36 | Štira 2 | 44.45272 | 19.24496 | 391 | |
| 37 | Pritoka Uvca | 43.52039 | 19.80133 | 948 | |
| 38 | Ljubišnica | 43.61730 | 19.86022 | 1018 | |
| 39 | Katušnica | 43.65501 | 19.83772 | 896 | |
| 40 | Cvetkova reka | 42.74631 | 22.32128 | 1380 | |
| 41 | Jarčev potok | 42.66968 | 22.33745 | 1258 | |
| 42 | Simonova reka | 42.67491 | 22.34782 | 1258 | |
| 43 | Samokovska reka 1 | 43.30976 | 20.78675 | 1506 | |
| 44 | Samokovska reka 2 | 43.32760 | 20.76281 | 1506 |
| No. | Order | Family | Taxon | Type 3 | Type 4 | Type 6 |
|---|---|---|---|---|---|---|
| 1 | Ephemeroptera | Baetidae | Baetis (Acentrella) sp. | x | x | |
| 2 | Baetis (Baetis) alpinus (Pictet, 1843) | x | x | x | ||
| 3 | Baetis (Baetis) fuscatus (Linnaeus, 1761) | x | x | x | ||
| 4 | Baetis (Nigrobaetis) muticus (Linnaeus, 1758) | x | x | x | ||
| 5 | Baetis (Baetis) lutheri Müller-Liebenau, 1967 | x | x | |||
| 6 | Baetis (Baetis) meridionalis Ikonomov, 1954 | x | ||||
| 7 | Baetis (Rhodobaetis) rhodani (Pictet, 1843) | x | x | x | ||
| 8 | Baetis (Baetis) pavidus Grandi, 1949* | x | x | |||
| 9 | Baetis (Baetis) scambus Eaton, 1870 | x | ||||
| 10 | Baetis (Baetis) vernus Curtis, 1834 | x | ||||
| 11 | Baetis sp. | x | x | x | ||
| 12 | Cloeon (Cloeon) dipterum (Linnaeus, 1761) | x | x | |||
| 13 | Ephemeridae | Ephemera (Ephemera) danica Müller, 1764 | x | x | x | |
| 14 | Heptageniidae | Ecdyonurus (Helvetoraeticus) subalpinus Klapalek, 1907. | x | |||
| 15 | Ecdyonurus (Ecdyonurus) aurantiacus (Burmeister, 1839) | x | ||||
| 16 | Ecdyonurus (Helvetoraeticus) helveticus Eaton, 1883. | x | ||||
| 17 | Epeorus (Epeorus) sylvicola (A.E Pictet, 1865) | x | x | x | ||
| 18 | Epeorus (Ironopsis) yougoslavicus (Samal, 1935)* | x | x | x | ||
| 19 | Ecdyonurus (Ecdyonurus) venosus (Fabricius, 1775) | x | x | x | ||
| 20 | Ecdyonurus sp. | |||||
| 21 | Heptagenia (Heptagenia) sulphurea (Müller, 1776) | x | x | x | ||
| 22 | Rhithrogena gr. semicolorata (Curtis, 1834) | x | x | x | ||
| 23 | Caenidae | Caenis macrura Stephens, 1835 | x | |||
| 24 | Caenis luctuosa (Burmeister, 1839) | x | x | x | ||
| 25 | Potamanthidae | Potamanthus luteus (Linnaeus, 1767) | x | |||
| 26 | Oligoneuriidae | Oligoneuriella rhenana (Imhoff, 1852) | x | x | x | |
| 27 | Leptophlebiidae | Habrophlebia fusca (Curtis, 1834) | x | x | ||
| 28 | Paraleptophlebia submarginata (Stephens, 1835) | x | x | x | ||
| 29 | Ephemerellidae | Ephemerella ignita (Poda, 1761) | x | x | x | |
| 30 | Torleya major (Klapalek, 1905) | x | x | x | ||
| 31 | Plecoptera | Chloroperlidae | Chloroperla sp. | x | ||
| 32 | Siphonoperla torrentium (Pictet, 1841) | x | ||||
| 33 | Leuctridae | Leuctra gr. hippopus Kempny, 1899 | x | x | x | |
| 34 | Leuctra fusca (Linnaeus, 1758) | x | ||||
| 35 | Nemouridae | Amphinemura sulcicollis (Stephens, 1836) | x | x | ||
| 36 | Nemoura sp. | x | x | x | ||
| 37 | Protonemura montana Kimmins, 1941 | x | x | |||
| 38 | Protonemura praecox (Morton, 1894) | x | ||||
| 39 | Protonemura sp. | x | ||||
| 40 | Perlidae | Perla marginata (Panzer, 1799) | x | x | x | |
| 41 | Dinocras megacephala (Klapálek, 1907) | x | x | x | ||
| 42 | Dinocras sp. | x | ||||
| 43 | Perlodidae | Isoperla gramatica (Poda, 1761) | x | x | x | |
| 44 | Isoperla obcura (Zetterstedt, 1840 | x | ||||
| 45 | Isogenus nubecula Newman, 1833 | x | ||||
| 46 | Perlodes microcephalus (Pictet, 1833) | x | ||||
| 47 | Taeniopterygidae | Taeniopteryx nebulosa (Linnaeus, 1758)* | x | x | x | |
| 48 | Rhabdiopteryx acuminata Klapálek, 1905. | x | x | |||
| 49 | Trichoptera | Rhyacophilidae | Rhyacophila pubescens Pictet 1834 | x | ||
| 50 | Rhyacophila fasciata Hagen, 1859 | x | x | |||
| 51 | Rhyacophila dorsalis (Curtis, 1834) | x | x | |||
| 52 | Rhyacophila tristis Pictet, 1834 | x | x | x | ||
| 53 | Rhyacophila torrentium Pictet, 1834 | x | ||||
| 54 | Rhyacophila obliterata McLachlan, 1863 | x | x | |||
| 55 | Rhyacophila vulgaris Pictet, 1834. | x | ||||
| 56 | Rhyacophila sp. | x | x | |||
| 57 | Glossosomatidae | Glossosoma sp. | x | x | ||
| 58 | Hydroptilidae | Hydroptila occulta (Eaton, 1873) | x | |||
| 59 | Philopotamidae | Philopotamus montanus (Donovan, 1813) | x | |||
| 60 | Hydropsychidae | Hydropsyche incognita Pitsch, 1993 | x | |||
| 61 | Hydropsyche instabilis (Curtis, 1834) | x | ||||
| 62 | Hydropsyche fulvipes (Curtis, 1834) | x | x | |||
| 63 | Hydropsyche pellucidula (Curtis, 1834) | x | x | x | ||
| 64 | Hydropsyche tabacarui Botosaneanu, 1960 | x | ||||
| 65 | Hydropsyche sp. | x | x | x | ||
| 66 | Cheumatopsyche lepida (Pictet, 1834) | x | x | |||
| 67 | Polycentropodidae | Plectrocnemia conspersa (Curtis, 1834) | x | x | ||
| 68 | Polycentropus flavomaculatus (Pictet, 1834) | x | ||||
| 69 | Cyrnus trimaculatus (Curtis, 1834) | x | x | |||
| 70 | Psychomydae | Psychomyia pusilla (Fabricius, 1781) | x | x | ||
| 71 | Tinodes sp. | x | ||||
| 72 | Brachycentridae | Brachycentrus montanus Klapalek, 1892. | x | x | x | |
| 73 | Brachycentrus subnubilis Curtis, 1834 | x | ||||
| 74 | Micrasema morosum (McLachlan, 1868) | x | ||||
| 75 | Micrasema setiferum (Pictet, 1834) | x | ||||
| 76 | Limnephilidae | Ecclisopteryx madida (McLachlan, 1867) | x | x | ||
| 77 | Halesus digitatus (Schrank, 1781) | x | ||||
| 78 | Micropterna lateralis (Stephens, 1837) | x | ||||
| 79 | Potamophylax cingulatus (Stephens, 1837) | x | x | x | ||
| 80 | Limnephilus auricula Curtis, 1834 | x | x | |||
| 81 | Limnephilus sparsus Curtis, 1834 | x | ||||
| 82 | Melampophylax melampus (McLachlan, 1876) | x | x | |||
| 83 | Anabolia furcata Brauer, 1857. | x | ||||
| 84 | Allogamus uncatus (Brauer, 1857) | x | ||||
| 85 | Chaetopteryx villosa (Fabricius, 1798) | x | ||||
| 86 | Glyphotaelius pellucidus (Retzius, 1783) | x | ||||
| 87 | Goeridae | Goera pilosa (Fabricius, 1775) | x | x | ||
| 88 | Silo pallipes (Fabricius, 1781) | x | ||||
| 89 | Silo nigricornis (Pictet, 1834) | x | ||||
| 90 | Lepidostomatidae | Lepidostoma hirtum (Fabricius, 1775) | x | |||
| 91 | Leptoceridae | Athripsodes aterrimus Stephens, 1836 | x | |||
| 92 | Athripsodes cinereus (Curtis, 1834) | x | ||||
| 93 | Adicella sp. | x | ||||
| 94 | Sericostomatidae | Sericostoma personatum (Kirby & Spence, 1826) | x | x | x | |
| 95 | Odontoceridae | Odontocerum albicorne (Scopoli, 1763) | x | x |
| Metrics/Localities | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No. of taxa | 28 | 35 | 26 | 12 | 17 | 19 | 40 | 16 | 29 | 17 | 11 | 6 |
| I | I | I | III | II | II | I | II | I | II | III | IV | |
| SI | 2.389 | 1.769 | 1.99 | 2.196 | 2.589 | 1.919 | 1.759 | 2.433 | 1.818 | 2.256 | 1.947 | 2.179 |
| III | II | II | II | III | II | II | III | II | III | II | II | |
| BMWP Score | 93 | 88 | 76 | 49 | 30 | 75 | 136 | 41 | 113 | 42 | 50 | 20 |
| I | II | II | IV | IV | II | I | IV | I | IV | III | V | |
| ASPT | 5.812 | 5.867 | 6.333 | 6.125 | 4.286 | 6.25 | 6.182 | 4.1 | 6.278 | 5.25 | 5.556 | 5 |
| II | II | II | II | III | II | II | III | II | II | II | II | |
| H′ | 2.211 | 1.819 | 1.791 | 1.441 | 2.369 | 1.829 | 2.002 | 1.046 | 1.059 | 2.428 | 2.159 | 0.703 |
| I | II | II | III | I | II | II | IV | IV | I | II | IV | |
| EPT index | 10 | 11 | 10 | 3 | 2 | 9 | 17 | 1 | 12 | 4 | 5 | 2 |
| III | III | III | V | V | III | I | V | II | IV | IV | V | |
| No. of Families | 19 | 20 | 15 | 11 | 11 | 13 | 32 | 13 | 21 | 9 | 9 | 4 |
| I | I | I | II | II | I | I | I | I | III | III | IV | |
| Tubificinae % | 2.78 | 0.00 | 0.34 | 2.13 | 0.00 | 0.00 | 0.14 | 1.65 | 0.00 | 4.27 | 0.00 | 0.00 |
| * | * | * | * | * | * | * | * | * | * | * | * | |
| EQC | III | III | III | IV | V | III | II | V | IV | IV | IV | V |
| Metrics/Localities | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 |
| No. of taxa | 15 | 16 | 51 | 19 | 32 | 30 | 28 | 19 | 26 | 5 | 9 | 20 |
| II | II | I | II | I | I | I | II | I | IV | IV | I | |
| SI | 1.949 | 1.97 | 2.198 | 2.078 | 1.096 | 1.939 | 1.98 | 2.213 | 1.956 | 2.98 | 2.705 | 2.493 |
| II | II | II | II | I | II | II | III | II | IV | III | III | |
| BMWP Score | 32 | 36 | 128 | 33 | 121 | 138 | 87 | 82 | 122 | 21 | 11 | 31 |
| IV | IV | I | IV | I | I | II | II | I | V | V | IV | |
| ASPT | 4 | 6 | 5.333 | 4.714 | 6.722 | 6.9 | 6.214 | 6.308 | 7.625 | 5.25 | 2.75 | 3.875 |
| III | II | II | III | II | II | II | II | I | II | V | IV | |
| H′ | 2.46 | 2.473 | 3.103 | 2.328 | 2.627 | 2.943 | 2.506 | 1.74 | 2.42 | 1.427 | 1.665 | 2.634 |
| I | I | I | I | I | I | I | II | I | III | II | I | |
| EPT index | 3 | 3 | 11 | 6 | 20 | 13 | 14 | 8 | 15 | 2 | 1 | 3 |
| V | V | III | IV | I | II | II | III | II | V | V | V | |
| No. of Families | 9 | 7 | 29 | 13 | 22 | 22 | 19 | 17 | 21 | 5 | 6 | 11 |
| III | III | I | I | I | I | I | I | I | III | III | II | |
| Tubificinae % | 2.13 | 0.00 | 1.47 | 5.11 | 0.00 | 0.00 | 3.35 | 0.41 | 0.00 | 44.44 | 23.91 | 5.88 |
| * | * | * | / | * | * | * | * | * | / | / | / | |
| EQC | V | V | III | IV | II | II | II | III | II | V | V | V |
| Metrics/Localities | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|
| No. of Taxa | 39 | 22 | 45 | 44 | 26 | 26 |
| I | I | I | I | I | I | |
| SI | 1.409 | 1.701 | 2.177 | 1.413 | 1.396 | 2.019 |
| I | II | III | I | I | II | |
| BMWP Score | 151 | 106 | 130 | 184 | 118 | 70 |
| I | I | I | I | I | II | |
| ASPT | 7.55 | 7.067 | 6.842 | 6.815 | 6.556 | 7.778 |
| I | I | II | II | II | I | |
| H′ | 2.127 | 1.402 | 2.715 | 2.697 | 1.861 | 2.585 |
| II | III | I | I | II | I | |
| No. of sensitive taxa | 13 | 8 | 13 | 13 | 6 | 3 |
| I | I | I | I | I | III | |
| EPT index | 23 | 17 | 19 | 27 | 15 | 9 |
| I | II | I | I | II | IV | |
| Tubificinae % | 0.00 | 0.00 | 2.59 | 0.00 | 0.00 | 0.00 |
| * | * | * | * | * | * | |
| EQC | II | III | III | II | II | IV |
| Metrics/Localities | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No. of Taxa | 34 | 26 | 19 | 28 | 27 | 23 | 26 | 38 | 48 | 20 | 7 | 4 | 16 | 32 |
| I | I | I | I | I | I | I | I | I | I | I | II | I | I | |
| SI | 1.391 | 1.784 | 2.084 | 1.898 | 1.717 | 2.05 | 1.686 | 1.444 | 1.657 | 1.257 | 1.967 | 1.686 | 2.116 | 1.828 |
| I | II | III | II | II | III | II | I | II | I | II | II | III | II | |
| EPT index | 16 | 13 | 8 | 12 | 12 | 7 | 11 | 23 | 21 | 9 | 5 | 2 | 4 | 13 |
| * | * | * | * | * | * | * | * | * | * | * | * | * | * | |
| No. of sensitive taxa | 11 | 5 | 3 | 7 | 9 | 2 | 8 | 8 | 10 | 6 | 3 | 1 | 2 | 4 |
| * | * | * | * | * | * | * | * | * | * | * | / | * | * | |
| Tubificidnae % | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 2.27 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 4.57 | 0.00 |
| * | * | * | * | * | * | * | * | * | * | * | * | * | * | |
| EQC | II | II | III | II | II | III | II | II | II | II | II | III | III | II |
| Metrics | EQC |
|---|---|
| SI | 0.6818 |
| BMWP score | -0.7356 |
| H′ | -0.5239 |
| No. of taxa | -0.6879 |
| Tubificinae % | 0.4379 |
| EPT Index | -0.8165 |
| No. sensitive taxa | -0.7625 |
| Metrics | PC 1 | PC 2 | PC 3 | PC 4 | PC 5 | PC 6 | PC 7 |
|---|---|---|---|---|---|---|---|
| SI | 0.12873 | 0.22732 | 0.00423 | 0.11183 | 0.49766 | 0.01228 | 0.01795 |
| BMWP score | 0.21024 | 0.00821 | 0.00007 | 0.06461 | 0.12799 | 0.14680 | 0.44208 |
| H′ | 0.09873 | 0.07702 | 0.53114 | 0.19859 | 0.09095 | 0.00101 | 0.00257 |
| No. of taxa | 0.09158 | 0.13495 | 0.46399 | 0.23881 | 0.06641 | 0.00108 | 0.00317 |
| Tubificinae % | 0.05256 | 0.52954 | 0.00047 | 0.29940 | 0.10380 | 0.00847 | 0.00575 |
| EPT Index | 0.21460 | 0.01177 | 0.00003 | 0.07411 | 0.00810 | 0.16843 | 0.52297 |
| No. of sensitive taxa | 0.20356 | 0.01118 | 0.00008 | 0.01264 | 0.10510 | 0.66194 | 0.00551 |
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