
Figure 1
Map of Sapanca Lake and the locations of the sampling stations.
Table 1
Selected physicochemical parameters measured in Sapanca Lake and their average values.
| Seasons | Parameters | WT. | DO | pH | EC | Depth | NO2-N | NO3-N | PO4-P | TP |
|---|---|---|---|---|---|---|---|---|---|---|
| Spring 2020 | Unit | (°C) | (mg · L−1) | (µS · cm−1) | (m) | mg · L−1 | mg · L−1 | mg · L−1 | mg · L−1 | |
| St 1 | 9.7 | 6.03 | 7.85 | 274 | 14 | 0.0112 | 0.0243 | 0.0035 | 0.0085 | |
| St 2 | 13 | 7.91 | 6.99 | 235 | 15 | 0.0223 | 0.0285 | 0.0062 | 0.0053 | |
| St 3 | 9.9 | 8.25 | 8.01 | 122 | 52 | 0.0133 | 0.0188 | 0.0111 | 0.0103 | |
| St 4 | 11.8 | 7.09 | 7.83 | 259 | 17 | 0.0064 | 0.0181 | 0.0027 | 0.0077 | |
| St 5 | 8.3 | 0.18 | 7.94 | 146 | 16 | 0.016 | 0.0255 | 0.0194 | 0.0053 | |
| Average | 10.54 | 5.89 | 7.72 | 207.2 | 22.8 | 0.01384 | 0.02304 | 0.00858 | 0.00742 | |
| SKKY (2004) | I | II | I | I | I | I | I | I | ||
| Summer 2020 | St 1 | 15.4 | 10.95 | 7.74 | 310 | 14 | 0.0015 | 0.0364 | 0.0038 | 0.0086 |
| St 2 | 18.8 | 9.17 | 7.85 | 325 | 15 | 0.0005 | 0.0305 | 0.0132 | 0.0157 | |
| St 3 | 19.4 | 10.29 | 8.03 | 336 | 52 | 0.0088 | 0.0106 | 0.0041 | 0.0031 | |
| St 4 | 16.5 | 7.52 | 7.34 | 386 | 17 | 0.0052 | 0.0104 | 0.0034 | 0.0029 | |
| St 5 | 17.8 | 10.9 | 7.65 | 244 | 16 | 0.008 | 0.0021 | 0.0087 | 0.0031 | |
| Average | 17.58 | 9.76 | 7.72 | 320.2 | 22.8 | 0.0048 | 0.018 | 0.00664 | 0.00668 | |
| SKKY (2004) | I | I | I | I | I | I | I | I | ||
| Autumn 2020 | St 1 | 15.5 | 11.93 | 7.38 | 330 | 14 | 0.0178 | 0.0417 | 0.0056 | 0.0103 |
| St 2 | 20.9 | 2.35 | 7.04 | 374 | 16 | 0.0139 | 0.0101 | 0.0114 | 0.0114 | |
| St 3 | 18.5 | 13.32 | 8.08 | 370 | 52 | 0.0068 | 0.0141 | 0.0078 | 0.0083 | |
| St 4 | 16.3 | 10.77 | 7.11 | 366 | 17 | 0.0017 | 0.0836 | 0.0001 | 0.0072 | |
| St 5 | 16.1 | 12.5 | 7.22 | 280 | 16 | 0.0049 | 0.0268 | 0.0003 | 0.0093 | |
| Average | 17.46 | 10.17 | 7.37 | 344 | 23 | 0.00902 | 0.03526 | 0.00504 | 0.0093 | |
| SKKY (2004) | I | I | I | I | I | I | I | I | ||
| Winter 2021 | St 1 | 8.7 | 7.72 | 7.35 | 269 | 14 | 0.0011 | 0.1331 | 0.0007 | 0.0178 |
| St 2 | 8.8 | 8.27 | 7.56 | 283 | 17 | 0.0163 | 0.1121 | 0.0011 | 0.0089 | |
| St 3 | 7.6 | 8.14 | 8.28 | 221 | 52 | 0.0241 | 0.0668 | 0.0014 | 0.0124 | |
| St 4 | 7.7 | 8.71 | 7.29 | 227 | 17 | 0.0167 | 0.0996 | 0.0011 | 0.0222 | |
| St 5 | 8.33 | 8.39 | 7.38 | 207 | 16 | 0.009 | 0.0541 | 0.0002 | 0.0032 | |
| Average | 8.22 | 8.24 | 7.57 | 241.4 | 23.2 | 0.01344 | 0.09314 | 0.0009 | 0.0129 | |
| SKKY (2004) | I | I | I | I | I | I | I | I |

Figure 2
Seasonal distribution of WT and DO values in Sapanca Lake. DO, dissolved oxygen; WT, water temperature.
Table 2
NPI values of Sapanca Lake by stations.
| St 1 | St 2 | St 3 | St 4 | St 5 | |
|---|---|---|---|---|---|
| Spring | 0.0781 | 0.1335 | 0.228267 | 0.060033 | 0.3965 |
| Summer | 0.88133 | 0.274167 | 0.085533 | 0.071467 | 0.1747 |
| Autumn | 0.1259 | 0.231367 | 0.1607 | 0.039867 | 0.014933 |
| Winter | 0.058367 | 0.059367 | 0.050267 | 0.0552 | 0.022033 |
Table 3
Benthic macroinvertebrate fauna of Sapanca Lake and its seasonal distribution.
| Spring (2020) | Summer (2020) | Autumn (2020) | Winter (2021) | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ephemeroptera | 1 | 2 | 3 | 4 | 5 | 1 | 2 | 3 | 4 | 5 | 1 | 2 | 3 | 4 | 5 | 1 | 2 | 3 | 4 | 5 | Total | Abundance |
| Baetis sp. | 68 | 215 | a | a | 215 | 146 | a | 156 | 800 | 2.90 | ||||||||||||
| Caenis sp. | 146 | 215 | 68 | a | a | 1191 | 283 | 430 | 68 | a | 1000 | 3401 | 11.95 | |||||||||
| Ephemera danica | 146 | 68 | a | a | 146 | 430 | a | 790 | 2.84 | |||||||||||||
| Coleoptera | a | a | a | 0 | ||||||||||||||||||
| Agabus adpressus | 68 | 68 | 361 | a | a | 68 | a | 565 | 1.99 | |||||||||||||
| Hygrobia hermanni | 215 | 68 | a | a | 361 | a | 644 | 2.26 | ||||||||||||||
| Isopoda | a | a | a | 0 | ||||||||||||||||||
| Asellus sp. | 430 | a | a | 68 | a | 498 | 1.75 | |||||||||||||||
| Gammarus sp. | 869 | 283 | a | a | 215 | 791 | a | 2158 | 7.58 | |||||||||||||
| Gastropoda | a | a | a | 0 | ||||||||||||||||||
| Borysthenia naticina | 68 | 215 | 10 | 156 | 215 | a | a | a | 664 | 2.33 | ||||||||||||
| Theodoxus fluviatilis fluviatilis | 215 | 68 | a | a | a | 283 | 1 | |||||||||||||||
| Viviparus viviparus | 49 | a | a | 20 | 166 | 29 | 10 | a | 274 | 0.96 | ||||||||||||
| Fagotia esperi | 68 | 29 | 20 | a | a | a | 117 | 0.41 | ||||||||||||||
| Radix labiata | 29 | a | a | a | 29 | 0.1 | ||||||||||||||||
| Planorbis intermixtus | 430 | 88 | 49 | a | a | 10 | 10 | a | 587 | 2.06 | ||||||||||||
| Lithoglyphus naticoides | 20 | 29 | a | a | a | 49 | 0.18 | |||||||||||||||
| Lymnaea stagnalis | 68 | 10 | a | a | a | 78 | 0.30 | |||||||||||||||
| Physella acuta | 137 | 49 | 20 | 117 | a | a | 313 | 20 | a | 656 | 2.30 | |||||||||||
| Unio pictorum | 49 | a | a | a | 49 | 0.17 | ||||||||||||||||
| Anodonta cygnea | 20 | 29 | a | a | 10 | a | 59 | 0.02 | ||||||||||||||
| Dreissena polymorpha | 166 | a | a | 127 | a | 293 | 1.02 | |||||||||||||||
| Oligochaeta | ||||||||||||||||||||||
| Potamothrix hammoniensis | 68 | 39 | a | a | 127 | a | 234 | 0.82 | ||||||||||||||
| Limnodrilus udekemianus | a | a | 107 | 88 | 67 | a | 133 | 395 | 1.40 | |||||||||||||
| Limnodrilus hoffmeisteri | 10 | 89 | 20 | a | a | 146 | 68 | 39 | a | 372 | 1.30 | |||||||||||
| Chironomidae | ||||||||||||||||||||||
| Chironomus tentans | 68 | a | a | 1016 | 822 | 1514 | a | 1311 | 4731 | 16.63 | ||||||||||||
| Chironomus plumosus | 68 | a | a | 146 | 576 | a | 790 | 2.8 | ||||||||||||||
| Chironomus reductus | 215 | a | a | 68 | a | 283 | 1 | |||||||||||||||
| Chironomus halophilus | 430 | a | a | 68 | a | 489 | 987 | 3.46 | ||||||||||||||
| Procladius (Holotanypus) sp | 68 | 333 | a | a | 146 | a | 3111 | 3658 | 12.90 | |||||||||||||
| Dicrotendipes nervosus | a | a | a | 489 | 489 | 1.71 | ||||||||||||||||
| Polypedilum bicrenatum | a | a | a | 2133 | 2133 | 7.50 | ||||||||||||||||
| Polypedilum convictum | a | a | 214 | 1582 | a | 1796 | 6.31 | |||||||||||||||
| Polypedilum scalaenum | a | a | 429 | a | 156 | 585 | 2.05 | |||||||||||||||
| Total organisms | 3368 | 68 | 1348 | 127 | 422 | 1385 | 20 | 381 | a | a | 3202 | 371 | 322 | 68 | 889 | 5067 | 2352 | 79 | a | 8978 | 28 447 | 100 |
Table 4
Spearman correlation analysis of physicochemical parameters in Sapanca Lake.

Figure 3
Seasonal Bray-Curtis similarity dendrogram of Lake Sapanca.

Figure 4
CCA diagram of benthic macroinvertebrates and water parameters in Sapanca Lake. CCA, canonical correspondence analysis.