Riva deresi su kalitesinin belirlenmesi ve istatistiksel analizi

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(1)T.C. 6$.$5<$h1ø9(56ø7(6ø. )(1%ø/ø0/(5ø(167ø7h6h. 5ø9$'(5(6ø68.$/ø7(6ø1ø1%(/ø5/(10(6ø9( ø67$7ø67ø.6(/$1$/ø=ø. <h.6(./ø6$167(=ø dHYUH0K+DOLOøEUDKLP8]XQ. (QVWLW$QDELOLP'DOÕ. :. d(95(0h+(1'ø6/øöø. 7H]'DQÕúPDQÕ. :. <UG'Ro'U 1XUWDo gö/(1ø. Ocak 2012.

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(3) 7(ù(..h5 7H] oDOÕúPDP VUHVLQFH ELOJL ELULNLPlerini ve deneyimlerini esirgemeyerek bilgi ve WHFUEHOHULQL EHQLPOH SD\ODúDQ VD\JÕGH÷HU KRFDODUÕP 6DNDU\D hQLYHUVLWHVL dHYUH 0KHQGLVOL÷L %|OP g÷UHWLP h\HVL 6D\ÕQ <UG 'Ro 'U 1XUWDo gö/(1ø¶\H YH øVWDQEXO 7HNQLN hQLYHUVLWHVL dHYUH 0KHQGLVOL÷L %|OP g÷UHWLP h\HVL 'Ro 'U 6OH\PDQg9(=¶HVRQVX]WHúHNNUOHULPLVXQX\RUXP +D]ÕUODGÕ÷ÕP WH]LPLQ WDUWÕúPD NÕVPÕQGD ELOJLOHULQL HVLUJHPH\HQ <ÕOGÕ] 7HNQLN hQLYHUVLWHVL dHYUH 0KHQGLVOL÷L %|OP g÷UHWLP h\HVL 'Ro 'U (\S '(%ø.¶H WHúHNNUOHULPLVXQDUÕP $\UÕFDWH]oDOÕúPDPOD\DNÕQGDQLOJLOHQHQLVWDWLVWLNoDOÕúPDODUÕNRQXVXQGDGHVWH÷LQL HVLUJHPH\HQ 6DNDU\D hQLYHUVLWHVL (QGVWUL 0KHQGLVOL÷L %|OP g÷UHWLP h\HVL 6D\ÕQ<UG'Ro'U%D\UDP723$/¶DWHúHNNUOHULPLVXQDUÕP dDOÕúPDPÕ PDGGL YH PDQHYL GHVWHNOHUL LOH KHU GHP \DQÕPGD RODQ VHYJLOL DQQH YH babama ithaf ediyorum.. ii.

(4) ødø1'(.ø/(5. 7(ù(..h5«««««««««««««««««««««««««. ii. ødø1'(.ø/(5««««««««««««««««««««««««. iii. 6ø0*(/(59(.,6$/70$/$5««««««««««««««««. vi. ù(.ø//(5/ø67(6ø«««««««««««««««««««.......... vi. 7$%/2/$5/ø67(6ø«««««««««««««««««««««. viii. g=(7««««««««««««««««««««««««««««. x. SUMMARY«««««««««««««««««««««««««. xi. %g/h0 *ø5øùYH$0$d«««««««««««««««««««««««. 1. *LULú«««««««««««««««««««««. 1. $PDo«««««««««««««««««««««««. 4. %g/h0 Lø7(5$7h5d$/,ù0$/$5,«««««««««««««««««. 5. %g/hM 3 MATERYAL VE METOT««««««««««««««««««««. 10. dDOÕúPD$ODQÕ««««««««««««««««««««. 10. dDOÕúPDNRNWDODUÕ«««««««««««««««. 11. 5LYD'HUHVLgUQHNOHPH1RNWDVÕ««««««««. 14. 3.2.2. Riva Deresi 2. gUQHNOHPH1RNWDVÕ««««««««. 14. 3.2.3. Riva Deresi 3. gUQHNOHPH1RNWDVÕ««««««««. 14. 3.2.4. Riva Deresi 4. gUQHNOHPH1RNWDVÕ««««««««. 15. grnekler hzerinde YDSÕODQdDOÕúPDODU««««««««.««. 15. 3.3.1. Yerinde yDSÕODQanalizler«««««««««««... 15. iii.

(5) øQFHOHQHQNLP\DVDOSDUDPHWUHOHUve analiz y|QWHPOHUL«. 15. .LP\DVDO|OoPOHULoLQVX|UQH÷LDOÕQPDVÕ««. 15. 3.3.3. Mikrobiyolojik analizler.««««««««««««. 16. 3.3.4. Su kalitesi sWDQGDUWODUÕ.«««««««««««««. 16. 3.3.4. øVWDWLVWLNVHODnalizler«..«««««««««««««. 18. %g/h0 BULGULAR VE TART,ù0$««««««««««««««««««. 19. 4.1. BHWLPVHOLVWDWLVWLN««««««««««««««««««. 19. $\ODUDJ|UHEHWLPVHOLstatistik«««««..«««««. 19. gOoPQRNWDODUÕQDJ|UHEHWLPVHOLstatistikler«««««. 26. 4.1.3. Parametrelerin betimsel istatistiklere ve kalite VÕQÕIODUÕQD g|UH dH÷HUOHQGLULOPHVL«««««««..««««««««. 29. 4.1.3.1. pH«««««««««««««««««. 29. 4.1.36ÕFDNOÕN«««««««««««««««. 30. d|]QPú2NVLMHQ«««««««««««. 31. 4.1.3.4. ElekWULNVHOøOHWNHQOLN««««««««««. 33. 4.1.3.5. Tuzluluk..««««««««««««««. 34. 4.1.3.6. AKM ve UAKM«««««««««««. 35. 4.1.3.7. BiyoloMLN2NVLMHQøKWL\DFÕ««««««««. 38. .LP\DVDO2NVLMHQøKWL\DFÕ««««««««. 39. 4.1.3.9. Toplam Fosfor««««««««««««. 40. 4.1.3.10. Nitrat Azotu«««««««««««««. 41. 4.1.3.11. Toplam Kjeldahl Azotu ve Amonyak Azotu.... 43. 4.1.3.12. Mikrobiyolojik Analiz«««««««««. 45. 4.2. KRUHODV\RQ$QDOL]L«««««««««««««««««. 48. 4.3. Varyans Analizi (ANOVA)«««««««««««««««. 51. $\ODUDJ|UHRUWDODPDODUÕQÕQIDUNOÕOÕ÷ÕLoLQvaryans DQDOL]L«««««««««««««««...««««. 51. 4.3.1RNWDODUDJ|UHRUWDODPDODUÕQÕQIDUNOÕOÕ÷ÕLoLQ varyans Analizi«««««««««««««««««««. 53. 4.4. PDUDPHWUHOHULoLQ=DPDQVDOYHNoktasal Homojen Gruplar AQDOL]L«««««««««««««««««««««« iv. 55.

(6) 4.4.1. pH homojen gruplar««««««««««««««. 55. 4.4.2. 6ÕFDNOÕNKRPRMHQJruplar««««««««««««. 56. d|]QPú2ksijen homojen gruplar«««««««. 58. 4.4.4. (OHNWULNVHOøOHWNHQOLNKRPRMHQJruplar««««««. 59. 4.4.5. Tuzluluk homojen gruplar«««««««««««. 61. 4.4.6. AKM ve UAKM homojen gruplar««««««««. 62. 4.4.7. %L\RORMLN2NVLMHQøKWL\DFÕKRPRMHQJruplar«««««. 66. 4.4.8. Kim\DVDO2NVLMHQøKWL\DFÕKRPRMHQJruplar««««.. 67. 4.4.9. Top-P homojen gruplar««««««««««««. 70. 4.4.10. NO3-N homojen gruplar«««««««««««. 72. 4.4.11. TKN ve NH4-N homojen gruplar««««««««. 73. %g/h05 g1(5ø/(5«««««««««««««««««««««««««. 77. KAYNAKLAR««««««««««««««««««««««««. 79. g=*(d0øù«««««««««««««««««««««««««. 81. v.

(7) 6ø0*(/(59(.,6$/70$/$5/ø67(6ø. AKM. $VNÕGD.DWÕ0DGGH. UAKM. 8oXFX$VNÕGD.DWÕ0DGGH. %2ø. %L\RORMLN2NVLMHQøKWL\DFÕ. 0. : Santigrat Derece. C. CA. &OXVWHU$QDO\VLV .PH$QDOL]L

(8). d2. d|]QPú2NVLMHQ. DA. : Discriminant Analysis (Diskriminant Analizi). '6ø. 'HYOHW6XøúOHUL. EC. : Electrical Conductivity (OHNWULNVHOøOHWNHQOLN

(9). FA. )DFWRU$QDO\VLV )DNW|U$QDOL]L

(10). ø6.ø. øVWDQEXO6XYH.DQDOL]DV\RQøúOHWPHVL. km. : Kilometre. .2ø. .LP\DVDO2NVLMHQøKWL\DFÕ. KOB/100 ml .RORQL2OXúWXUDQ%Lrim / 100 Mililitre mg/l. : Miligram/Litre. ȝ0. : Mikrometre. ȝ6FP. : Mikrosimens. NO3 ± N. : Nitrat Azotu vi.

(11) NH4 ± N. : Amonyum Azotu. PCA. 3ULQFLSDO&RPSRQHQW$QDO\VLV 7HPHO%LOHúHQOHU$QDOL]L

(12). pH. : Asitlik ± %D]OÕN'HUHFHVL. SPSS. : Statistical Package for Social Sciences. S.K.K.Y.. 6X.LUOLOL÷L.RQWURO<|QHWPHOL÷L. TKN. : Toplam Kjeldahl Azotu. vii.

(13) ù(.ø//(5/ø67(6ø. ùHNLO. dDOÕúPD1RNWDODUÕ«««««««««««««««««. 13. ùHNLO. S+'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL.««««««««.. 29. ùHNLO.. S+'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL««««««««. 30. ùHNLO. 6ÕFDNOÕN'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL«««««««. 31. ùHNLO. 6ÕFDNOÕN 'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««.««. 31. ùHNLO. d2'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL«««««««.«. 32. ùHNLO. d2'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««««««.. 32. ùHNLO. (&'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««««««««.... 33. ùHNLO. (&'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««««««. 33. ùHNLO. Tuzluluk 'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««««««. 34. ùHNLO. Tuzluluk 'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««.«. 35. ùHNLO. $.0'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««««««.«. 36. ùHNLO. $.0'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL««««.««. 36. ùHNLO. 8$.0'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL«««..«««. 37. ùHNLO. 8$.0'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«..«««. 37. ùHNLO. %2,'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL«««««««. 38. ùHNLO. %2,'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL««««««. 38. ùHNLO. .2,'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««««««.««. 39. ùHNLO. .2,'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL««««««. 40. ùHNLO. Top - 3'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««««««. 41. ùHNLO. Top - 3'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««««.. 41. ùHNLO. NO3 - 1'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««««««.... 42. ùHNLO. NO3 - 1'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««««... 42. ùHNLO. 7.1'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««««««««. 43. ùHNLO. 7.1'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««..«««. 44. ùHNLO. NH4 - 1'H÷HUOHULQLQ$\ODUD*|UH'H÷LúLPL««...««««. 44.

(14) ùHNLO. NH4 - 1'H÷HUOHULQLQ1RNWDODUD*|UH'H÷LúLPL«««««. ùHNLO. 1RNWDGD)ODPHQWOL%DNWHUL7RSOXOXNODUÕve Aktif. 45. dDPXU)RWR÷UDIODUÕ«.«««««««««««««««. 46. ùHNLO. $.0YH8$.0¶QLQ=DPDQVDO0XND\HVHVL«««««««. 65. ùHNLO. AKM ve UAKM Noktasal Mukayesesi«««««««««. 66. ùHNLO.. %2,YH.2,=DPDQVDO0XND\HVHVL«««««««««««. 69. ùHNLO. BOI ve KOI Noktasal Mukayesesi«««««««««««. 70. ùHNLO. NH4-N, NO3-N ve TKN Zamansal Mukayese«««««««. 76. ùHNLO. NH4-N, NO3-N ve TKN Noktasal Mukayese«««««««. 76.

(15) 7$%/2/$5/ø67(6ø. Tablo 3.1.. .ÕWDLoL6X.D\QDNODUÕQÕQ6ÕQÕIODUÕQD*|UH.DOLWH.ULWHUOHUL«. 17. Tablo 4.1.. $\ODUD*|UH%HWLPVHOøVWDWLVWLN«««««««««««...... 20. Tablo 4.2.. 1RNWDODUD*|UH%HWLPVHOøVWDWLVWLN««««««««««..... 27. Tablo 4.3.. 15.06.2011 Mikrobiyolojik Analiz««««««««««..... 46. Tablo 4.4.. 15.08.2011 Mikrobiyolojik Analiz««««««««««..... 47. Tablo 4.5.. 14.12.2011 Mikrobiyolojik Analiz««««««««««..... 47. Tablo 4.6.. Korelasyon Analizi«««««««««««««««..«. 48. Tablo 4.7.. $\ODUD*|UH2UWDODPDODUÕQ)DUNOÕOÕ÷ÕLoLQ$129$«««..«. 52. Tablo 4.8.. 1RNWDODUD*|UH2UWDODPDODUÕQ)DUNOÕOÕ÷ÕLoLQ$129$«..«. 53. Tablo 4.9.. S+2UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU«««««.«. 55. Tablo 4.10.. S+2UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU«««««..«. 56. Tablo 4.11.. 6ÕFDNOÕN2UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««.... 57. Tablo 4.12.. 6ÕFDNOÕN2UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU«««««. 57. Tablo 4.13.. d22UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««««. 58. Tablo 4.14.. d22UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««««. 59. Tablo 4.15.. E&2UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««««. 60. Tablo 4.16.. (&2UWDODPDODUÕNoktasal Homojen Gruplar««««««. 60. Tablo 4.17.. Tuzluluk 2UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««. 61. Tablo 4.18.. Tuzluluk 2UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU««««. 62. Tablo 4.19.. $.02UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU«««««. 63. Tablo 4.20.. $.02UWDODPDODUÕNoktasal Homojen Gruplar«««««. 63. Tablo 4.21.. U$.02UWDODPDODUÕZamansal Homojen Gruplar«««««. 64. Tablo 4.22.. 8$.02UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU«««««. 64. Tablo 4.23.. %2ø2UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««««.. 66. Tablo 4.24.. %2ø2UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU««««««. 67. Tablo 4.25.. .2ø2UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««««. 68. viii.

(16) Tablo 4.26.. .2ø2UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU««««««. 68. Tablo 4.27.. Top-32UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU«««««. 70. Tablo 4.28.. Top-32UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU««««««. 71. Tablo 4.29.. NO3-12UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU«««««. 72. Tablo 4.30.. NO3-12UWDODPDODUÕ1RNWDVDO+RPRMHQ Gruplar«««««. 72. Tablo 4.31.. 7.12UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU««««««. 73. Tablo 4.32.. 7.12UWDODPDODUÕ1RNWDVDO+RPRMHQ*UXSODU««««««.. 73. Tablo 4.33.. NH4-12UWDODPDODUÕ=DPDQVDO+RPRMHQ*UXSODU«««««. 74. Tablo 4.34.. NH4-12UWDODPDODUÕ1RNWDVDO+RPRjen Gruplar«««««. 74. ix.

(17) g=(7. Anahtar kelimeler: Su kalitesi, istatistiksel analiz %X oDOÕúPDGD 2FDN LOH +D]LUDQ WDULKOHUL DUDVÕQGD 5LYD 'HUHVL¶QGH WHVSLW HGLOHQ IDUNOÕ QRNWDGDQ VX QXPXQHVL DOÕQPÕú 7RSODP QXPXQH

(18) S+ 6ÕFDNOÕN d|]QPú 2NVLMHQ (OHNWULNVHO øOHWNHQOLN Tuzluluk $VNÕGD .DWÕ 0DGGH 8$.0 %L\RORMLN 2NVLMHQ øKWL\DFÕ .LP\DVDO 2NVLMHQ øKWL\DFÕ 7RSODP )RVIRU Nitrat, Amonyum ve Toplam Kjeldahl AzotX JLEL SDUDPHWUH |OoOPúWU (1716 VRQXo

(19) $OÕQDQVRQXoODU.ÕWDLoL6X.DOLWH6ÕQÕIODQGÕUÕOPDVÕQDJ|UHLQFHOHQPLúVX\XQ ,,,YH,9.DOLWHVÕQÕIÕQGDROGX÷XWHVSLWHGLOPLúWLU øVWDWLVWLNVHO $QDOL]OHUGH Korelasyon Analizi, Zamansal ve Noktasal Betimleme Analizi, Varyans Analizi (ANOVA), Zamansal ve Noktasal Homojen Grup Analizleri \DSÕOPÕúWÕU Bu analizler LOH SDUDPHWUHOHULQ ELUELUL LOH LOLúNLOHUL ]DPDQD J|UH GH÷LúLPOHUL YH QRNWDODUD J|UH LOLúNLOHUL LQFHOHQPLúWLU =DPDQD J|UH SDUDPHWUHQLQ 7.1 +DULo

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(21) DETERMINATION AND STATISTICAL ANALYSIS OF THE WATER QUALITY OF THE RIVA RIVER. SUMMARY. Keywords: Water Quality, statistical analysis In this study 13 parameters which are pH, temperature, dissoluted oxygen (DO) electrical conductivity (EC), salinity, suspended solid, volatile suspended solid biological oxygen deprivation (BOD), chemical oxygen deprivation (COD), total phosphorus, nitrate nitrogen (NO3-N), ammonium nitrogen (NH4-N) and total kjeldahl nitrogen were measured (1716 results) through 33 water samplings which were taken from 4 designated place where are different in Riva River between the dates of 15th January 2010 and 20th June 2011. Along statistical analysis, Correlation Analysis, Spatial and Temporal Description Analysis, Variation Analysis (ANOVA), Spatial and Temporal Homogeneous Group Analysis were constructed. The relationships between those analysis and parameters, their alternations according to time and association between the different places were investigated. Due to time mean of 12 parameters change (Except TKN) and solely 4 SDUDPHWHUV¶PHDQVKRZFKDQJHVLQUHVSHFWRIVWDWLVWLFDODFFRXQWLQJ Including after raining, rainless and rainy; total coliform, fecal coliform and fecal streptococcus measurments were carried out at 3 times. Besides Total heterotofic Bacterium measurement was accompanied in the last sampling.The microorganism measurements shows what the first point of the water is influenced negatively by the waste treatment facilities where is located space in front and immediate precaution must be taken. According as the chemical parameters, to built the proper sewage treatment plant is absolutely necessary at the sampling places which ware stated precisely. xi.

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(63) \|QWHPLLOHD\ LNLSHUL\RW ELULQFLYHLNLQFLSHUL\RW

(64) RODUDNG|UW|UQHNOHPHQRNWDVÕLVHLNLJUXS(A ve % JUXSODUÕ

(65) RODUDN VÕQÕIODQGÕUÕOPÕúWÕU %XQXQOD LOLúNLOL RODUDN GúN NLUOLOLN YH RUWD NLUOLOLN G]H\OHULQGH NL QRNWDODU VX NDOLWHVL NDUDNWHULVWLNOHULQH J|UH WHPHOOHQGLULOGL.

(66) 9. )DNW|U $QDOL]L 7HPHO %LOHúHQOHU $QDOL]LQGH .PHOHPH DQDOL]L LOH HOGH HGLOen iki IDUNOÕ JUXEXQ YHUL VHWOHUL X\JXODQGÕ YH GúN NLUOLOLN G]H\L LOH RUWD NLUOLOLN G]H\L DODQODUÕ VX NDOLWHVL YHUL VHWOHULQGH WRSODP YDU\DQVÕQ YH RUDQODUÕQGD ROGX÷XJ|UOG SDUDPHWUH

(67) )DNW|U DQDOL]L J|VWHUPHNWHGLU NL VX NDOLWHVLQGH NL GH÷LúLPOHUGHQ GDKD oRN GHúDUMODU VÕFDNOÕN o|]OHELOHQ PLQHUDOOHU GR÷DO

(68) VRUXPOXGXU %HVLQOHU QRNWDVDO ROPD\DQ ND\QDNWDUÕPVDODNWLYLWHOHU

(69) GúNNLUOLOLNDODQODUÕLOHLOLúNLOLRODUDNRUJDQLNNLUOLOLN QRNWDVDO ND\QDN HYVHO DWÕNVX

(70) EHVLQOHU QRNWDVDO ROPD\DQ ND\QDN WDUÕPVDO DNWLYLWHOHUYHN|\OHUGHQJHOHQ\]H\DNÕúÕ

(71) RUWDNLUOLOLNDODQODUÕLOHLOLúNLOLGLU [9]. ³$úD÷Õ 6H\KDQ 1HKUL 6X .DOLWHVL 'H÷LúLPLQLQ 48$/( 0RGHOL LOH øQFHOHQPHVL´ EDúOÕNOÕoDOÕúPD. %X oDOÕúPDGD DPDo $úD÷Õ 6H\KDQ 1HKUL¶QH GHúDUM HGLOHQ HYVHO YH HQGVWUL\HO DWÕNVXODUÕQ QHKLUGH PH\GDQD JHWLUHELOHFH÷L RUJDQLN NLUOLN \N YH QHKLU VLVWHPL ]HULQGH ROXúWXUDFD÷Õ HWNLOHUL EHOLUPHNWLU %X DPDoOD WHN ER\XWOX VX NDOLWH PRGHOL RODQ 48$/( 6X .DOLWH 0RGHOL X\JXODQPÕúWÕU 0RGHO \ÕOÕ YHULOHUL LOH NDOLEUH HGLOPLú YH YH \ÕOODUÕ YHULOHUL LOH GR÷UXODQPÕúWÕU 1HKULQ PDNVLPXP YH PLQLPXP DNÕP GXUXPODUÕ LoLQ d2 %2ø 1+-1 YH d|]-3 ELOHúLNOHULQLQ NRQVDQWUDV\RQODUÕQGDNL GH÷LúLPOHU LQFHOHQPLúWLU (OGH HGLOHQ VRQXoODU 6X .LUOLOL÷L .RQWURO <|QHWPHOL÷L¶QH J|UH GH÷HUOHQGLULOPLúWLU %X VRQXoODUD J|UH $úD÷Õ 6H\KDQ 1HKUL |]HOOLNOH VÕFDNOÕ÷ÕQ \NVHN YH DNÕPÕQ PLQLPXP ROGX÷X G|QHPOHUGH HYVHO YH HQGVWUL\HONLUOHWLFLOHUGHQROXPVX]RODUDNHWNLOHQPLúWLU [10]..

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(73) WDUDIÕQGDQNRUXQPDNWDGÕU 5LYD'HUHVL\ÕOÕQGD]HULQHøVWDQEXO¶XQWRSODPLoPHVX\XQXQJLEL E\N ELU NÕVPÕQÕ NDUúÕOD\DQ gPHUOL %DUDMÕ¶QÕQ NXUXOPDVÕ\OD HQ |QHPOL VX ND\QD÷ÕQ ND\EHWPLútir ve durgun akan sXNRQXPXQDJHoPLúWLU.

(74) 11. gPHUOL %DUDMÕQÕQ VX WRSODPD KDY]DVÕQGDQ GDKD E\N ELU DODQ EDUDM J|YGHVLQLQ PDQVDEÕQGD NDOPDNWD YH .DUDGHQL]¶GH VRQ EXOPDNWDGÕU %X E|OPGHNL 5LYD 'HUHVL¶QLQ X]XQOX÷X NP GLU 6|] NRQXVX NHVLP .RoXOOX .|\QGHQ EDúOD\ÕS gPHUOL %HOGHVL 6ÕUDSÕQDU +VH\LQOL %R]KDQH *|OOFH %R÷D]KDQ YH 3DúDPDQGÕUD N|\OHULQGHQJHoHUHN .DUDGHQL]¶HXODúPDNWDGÕU 5LYDKDY]DVÕQÕQEXE|OP±80 RUDQÕQGD RUPDQODUOD NDSOÕGÕU .DODQ E|OP LVH YH VÕQÕI WDUÕP DUD]LVL YH PHUDODUGDQROXúPDNWDGÕU HDY]DQÕQ EX E|OPQGH EXOXQDQ N|\Q KDONÕ WDUÕP RUPDQFÕOÕN KD\YDQFÕOÕN YH WXUL]POH JHoLQPHNWH D\UÕFD WHVLVOHUGH LúoLOLN \DSPDNWDGÕU. øVWDQEXO 'HUHOHULQL \HUOHúLP\HUOHULQHROGXNoD\DNÕQROPDVÕQHGHQL\OHWXUL]PFLOHU\ÕOÕQKHUPHYVLPLQGH KDY]D\DJQONWXUODUG]HQOHPHNWHGLU$\UÕFD5LYD'HUHVL]HULQGHWHNQHJHzintisi \DSÕODELOPHNWHGLU'HUHGHVD]DQLVWDNR]WXUQDYH\D\ÕQ gibi EDOÕNODU\HWLúmektedir. 5LYD GHUHVL ER\XQFD PHVLUH \HUOHUL ORNDQWDODU SLNQLN DODQODUÕ IDDOL\HW J|VWHUPHNWHGLU Burada yetiúWLULOHQ WDUÕP UQOHUL øVWDQEXO¶XQ SD]DUODUÕQGD \HUOL PDKVXO RODUDN VDWÕOPDNWDGÕU 2UPDQODUÕnda endemik olarak bilinen Lathrus palustris ssp. Palustris ve Euphorbia lucida, Cyclaman coum (Siklamen), Galanthus plicanis ssp., Byzanthinus,Vinca minor, Lilium PDUWDJDQYH)ULWLOODULDSRQWLFDGDVD\ÕOPDOÕGÕU 3.2. dDOÕúPD1RNWDODUÕ dDOÕúPDPÕ]ÕQGDKD|QFHNLE|OPOHULQGHEHOLUWLOGL÷LJLEL5LYD'HUHVL\DNODúÕNNP X]XQOX÷XQGD ELU VX KDY]DVÕGÕU $NDUVX *HE]H 7HSHFLN N|\ LOH gPHUOL %DUDMÕ DUDVÕQGDEXOXQDQNP¶OLNE|OPQGHQVXWRSODPDNWDGÕUgPHUOL %DUDMÕQGDQVRQUD .DUDGHQL]¶HNDGDURODQE|OPLVHGHúDUMLoLQNXOODQÕOPDNWDGÕUBu oDOÕúPDGD\DNODúÕN 36 NP X]XQOX÷XQGD NL 5LYD 'HUHVLQGH VHoLOHQ IDUNOÕ LVWDV\RQGDQ 15.01.2010 ± 20.06.2011 WDULKOHULDUDVÕQGDVX|UQHNOHPHOHUL\DSÕOPÕúWÕU.. 5LYD 'HUHVLQLQ gPHUOL %DUDMÕQGDQ VRQUD EDúOD\DQ E|OPQGH EDUDMGD ID]OD RODQ VX GHúDUM HGLOPHGL÷L YH \D÷Õú ROPDGÕ÷Õ |]HOOLNOH NXUDN ]DPDQODUGD VX DNÕúÕ.

(75) 12. ROPDPDNWDGÕU gUQHNOHPH QRNWDODUÕQÕQ EHOLUOHQPHVLQGH EX GXUXP J|] |QQGH buluQGXUXOPXúWXU $\UÕFD |UQHNOHPH QRNWDODUÕQÕQ 5LYD 'HUHVL¶QLQ JHQHO |]HOOLNOHULQL YH ]DPDQD ED÷OÕ RODVÕGH÷LúLPOHULQLL]OH\HELOHFHNNRQXPGDYHVD\ÕGDROPDVÕQDXODúÕP ve zamanlama DoÕVÕQGDQG]HQOLQXPXQHDOÕPÕQDRODQDNYHUHFHNVD\ÕGDYHNRQXPGDROPDVÕQD|QHP YHULOPLúWLU.

(76) 13. ùHNLO3dDOÕúPD1RNWDODUÕ.

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(80) 17. Tablo 3.1. .ÕWDLoL6X.D\QDNODUÕQÕQ6ÕQÕIODUÕQD*|UH.DOLWH.ULWHUOHUL. 68.$/ø7(3$5$0(75(/(5ø A) Fiziksel ve inorganik- kimyasal Parametreler

(81) 6ÕFDNOÕN oC) 2) pH

(82) d|]QPúRNVLMHQ PJ22/L)a

(83) 2NVLMHQGR\JXQOX÷X

(84) a

(85) .ORUUL\RQX PJ&OǦ/

(86)

(87) 6OIDWL\RQX PJ624=/L) 7) Amonyum azotu (mg NH4+-N/L) 8) Nitrit azotu (mg NO2Ǧ-N/L) 9) Nitrat azotu (mg NO3Ǧ-N/L) 10) Toplam fosfor (mg P/L)

(88) 7RSODPo|]QPúPDGGH PJ/

(89) 12) Renk (Pt-Co birimi) 13) Sodyum (mg Na+/L) B) Organik parametreler

(90) .LP\DVDORNVLMHQLKWL\DFÕ .2ø

(91) PJ/

(92)

(93) %L\RORMLNRNVLMHQLKWL\DFÕ %2ø

(94) PJ/

(95) 3) Toplam organik karbon (mg/L) 4) Toplam kjeldahl-azotu (mg/L)

(96) <D÷YHJUHV PJ/

(97) 6) Metilen mavisi ile reaksiyon veren \]H\DNWLIPDGGHOHUL 0%$6

(98) PJ/

(99) 7) )HQROLNPDGGHOHU XoXFX

(100) PJ/

(101)

(102) 0LQHUDO\D÷ODUYHWUHYOHUL PJ/

(103) 9) Toplam pestisid (mg/L) &

(104) øQRUJDQLNNLUOHQPHSDUDPHWUHOHULd 1) Civa (ȝg Hg/L) 2) Kadmiyum (ȝg Cd/L)

(105) .XUúXQ ȝg Pb/L) 4) Arsenik (ȝg As/L)

(106) %DNÕU ȝg Cu/L) 6) Krom (toplam) (ȝg Cr/L) 7) Krom (ȝg Cr+6/L) 8) Kobalt (ȝg Co/L) 9) Nikel (ȝg Ni/L)

(107) dLQNR ȝg Zn/L)

(108) 6L\DQU WRSODP

(109) ȝg CN/L)

(110) )ORUU ȝJ)Ǧ/

(111) 13) Serbest klor (ȝg Cl2/L)

(112) 6OIU ȝg S=/L) 15) Demir (ȝg Fe/L) 16) Mangan (ȝg Mn/L) 17) Bor (ȝg B/L) 18) Selenyum (ȝg Se/L) 19) Baryum (ȝg Ba/L)

(113) $OPLQ\XP PJ$O/

(114) 21) Radyoaktivite (pCi/L) alfa-aktivitesi beta-aktivitesi D) Bakteriyolojik parametreler 1) Fekal koliform(EMS/100 mL) 2) Toplam koliform (EMS/100 mL). I. 68.$/ø7(6,1,)/$5, II III. IV. 25 6.5-8.5 8 90 25 200 0.2c 0.002 5 0.02 500 5 125. 25 6.5-8.5 6 70 200 200 1c 0.01 10 0.16 1500 50 125. 30 6.0-9.0 3 40 400b 400 2c 0.05 20 0.65 5000 300 250. > 30 6.0-GÕúÕQGD <3 < 40 > 400 > 400 >2 > 0.05 > 20 > 0.65 > 5000 > 300 > 250. 25 4 5 0.5 0.02 0.05. 50 8 8 1.5 0.3 0.2. 70 20 12 5 0.5 1. > 70 > 20 > 12 >5 > 0.5 > 1.5. 0.002 0.02 0.001. 0.01 0.1 0.01. 0.1 0.5 0.1. > 0.1 > 0.5 > 0.1. 0.1 3 10 20 20 20 gOoOPH\HFHN kadar az 10 20 200 10 1000 10 2 300 100 1000e 10 1000 0.3. 0.5 5 20 50 50 50. 2 10 50 100 200 200. >2 > 10 > 50 > 100 > 200 > 200. 20. 50. > 50. 20 50 500 50 1500 10 2 1000 500 1000e 10 2000 0.3. 200 200 2000 100 2000 50 10 5000 3000 1000e 20 2000 1. > 200 > 200 > 2000 > 100 > 2000 > 50 > 10 > 5000 > 3000 > 1000 > 20 > 2000 >1. 1 10. 10 100. 10 100. > 10 > 100. 10 100. 200 20000. 2000 100000. > 2000 > 100000.

(115) 18. 3øVWDWLVWLNVHODnalizler $UDúWÕUPDGD |OoOHQ VX NDOLWHVL SDUDPHWUHOHULQLQ LVWDWLVWLNVHO DQDOL]OHUL YH JUDILNOHUL 0LFURVRIW 2IILFH 3URIHVVLRQDO 3OXV SURJUDPÕQÕQ ELU SDUoDVÕ RODQ 0LFURVoft 2IILFH 3OXV ([FHO RUWDPÕQGD KD]ÕUODQPÕúWÕU $\UÕFD \RUXPOD\ÕFÕ LVWDWLVWLNVHO DQDOL]OHULVH:LQGRZVRUWDPÕQGD6366LVWDWLVWLNSURJUDPÕLOH\UWOPúWU dDOÕúPDGDSDUDPHWUHOHULQD\ODUDYHQRNWDODUDJ|UHRUWDODPDHQGúNYHHQ\NVHN GH÷HUOHULQLQ J|VWHULOGL÷L EHWLPVHO DQDOL] \DSÕOPÕúWÕU $\UÕFD LNL GH÷LúNHQ DUDVÕQGDNL LOLúNLQLQ G]H\LQL GHUHFHVLQL ± úLGGHWLQL ± JFQ

(116) YH \|QQ EHOLUOHPHN DPDFÕ\OD NRUHODV\RQ DQDOL]L X\JXODQPÕúWÕU .RUHODV\RQ DQDOL]L NÕVPÕQGD J|UOHELOHFH÷L JLEL korelasyon -LOHDUDVÕQGDNL(-1r +1) ELUGH÷HUDOPDNWDGÕUBurada, GH÷LúNHQOHU DUDVÕQGDNL LOLúNLQLQ G]H\LQL UDNDPODUÕQ PXWODN E\NO÷ \|QQ LVH UDNDPODUÕQ LúDUHWLbelirlemektedir. dDOÕúPDGD X\JXODQDQ ELU GL÷HU LVWDWLVWLNVHO DQDOL] \|QWHPL ANOVA¶GÕU $129A ED÷ÕPVÕ] GH÷LúNHQOHULQ NHQGL DUDODUÕQGD QDVÕO HWNLOHúLPH JLUGLNOHULQL YH EX HWNLOHúLPOHULQED÷ÕPOÕGH÷LúNHQ]HULQGHNLHWNLOHULQLDQDOL]HWPHNLoLQNXOODQÕOPÕúWÕU 6RQRODUDN]DPDQVDOYHQRNWDVDORUWDODPDGH÷HUOHULQELUELUOHULQHEHQ]HUOLNOHULQHJ|UH tasQLIHGLOGL÷LKRPRMHQJUXSODUDQDOL]L\DSÕOPÕúWÕU.

(117) %g/h04. %8/*8/$59(7$57,ù0$. 4.1. BHWLPVHOøVWDWLVWLN 4.1.1. $\ODUDJ|UHEHWLPVHOLstatistik $UD]LGH\DSÕODQ|OoPOHUYHDOÕQDQVX|UQHNOHULQLQODERUDWXYDUGDNLDQDOL]OHULVRQXFX VDSWDQDQ EXOJXODUÕQ D\QÕ D\ODU LoLQGH ±

(118) |OoP VD\ÕODUÕ 1

(119) VRQXoODUÕQ DULWPHWLNRUWDODPDODUÕVWDQGDUWVDSPDYHVWDQGDUWKDWDRUDQODUÕPHYFXWD\ODULoLQGH NL PDNVLPXP YH PLQLPXP GH÷HUOHUL G]HQOHQPLú YH DúD÷ÕGD %HWLPVHO øVWDWLVWLN 7DEORVXQGD J|VWHULOPLúWLU %XQD J|UH 5LYD 'HUHVLQGH HQ \NVHN YH HQ GúN ortalDPDGH÷HUOHUS+LoLQ± 6ÕFDNOÕN± 26.26 0&d|]QPú2NVLMHQ 2.16 ± PJO(OHNWULNVHO øOHWNHQOLN ± 2164.75 ȝPKRVîFP, Tuzluluk 0.033 ± 0.96 ppt, AKM 18 ± 76.87 mg/l, UAKM 10.25 ± PJO %2ø ± PJO.2ø± 90.62 mg/l, Top ± P 1.97 ± 5.27 mg/l, NO3-N 1.91 ± 4.67 mg/l, TKN 4.33 ± 7.52 mg/l, NH4-N 0.41 ± PJOúHNOLQGHEXOXQPXúWXU.

(120) 20. 7DEOR$\ODUD*|UH%HWLPVHOøVWDWLVWLN. 2UWDODPDQÕQ95%. N pH. Aritmetik. Standart. Standart. ortalama. sapma. hata. *YHQ$UDOÕ÷Õ $OWVÕQÕU. hVWVÕQÕU. Minimum Maksimum. 1. 12. 7.6892. .99040. .28590. 7.0599. 8.3184. 7.10. 10.50. 2. 16. 7.3700. .12415. .03104. 7.3038. 7.4362. 7.14. 7.71. 3. 12. 7.0850. .24191. .06983. 6.9313. 7.2387. 6.70. 7.34. 4. 12. 7.1700. .22165. .06398. 7.0292. 7.3108. 6.80. 7.61. 5. 16. 7.3569. .09083. .02271. 7.3085. 7.4053. 7.21. 7.50. 6. 16. 7.5531. .26454. .06614. 7.4122. 7.6941. 7.22. 7.98. 7. 8. 7.4575. .13823. .04887. 7.3419. 7.5731. 7.35. 7.72. 8. 8. 7.2450. .28036. .09912. 7.0106. 7.4794. 7.05. 7.74. 9. 8. 7.2863. .22071. .07803. 7.1017. 7.4708. 7.08. 7.78. 10. 8. 7.2250. .18540. .06555. 7.0700. 7.3800. 6.97. 7.53. 11. 8. 7.3825. .16051. .05675. 7.2483. 7.5167. 7.19. 7.71. 12. 8. 7.1838. .11351. .04013. 7.0889. 7.2786. 7.10. 7.37. 132. 7.3489. .37844. .03294. 7.2837. 7.4140. 6.70. 10.50. Toplam d2. 1. 12. 5.1117. 2.26454. .65372. 3.6728. 6.5505. 2.63. 8.50. mg/l. 2. 16. 5.7756. 2.12608. .53152. 4.6427. 6.9085. 3.40. 9.26. 3. 12. 5.6917. 2.44857. .70684. 4.1359. 7.2474. 3.14. 11.50. 4. 12. 3.9450. 1.42305. .41080. 3.0408. 4.8492. 2.26. 6.68. 5. 16. 4.8881. 1.86486. .46621. 3.8944. 5.8818. 2.76. 9.30. 6. 16. 2.7538. 1.13366. .28342. 2.1497. 3.3578. 1.54. 4.77. 7. 8. 3.7063. 1.81633. .64217. 2.1878. 5.2247. 1.89. 6.50. 8. 8. 2.1638. 1.34820. .47666. 1.0366. 3.2909. 1.05. 4.80. 9. 8. 3.4863. .58790. .20785. 2.9948. 3.9777. 2.50. 4.60. 10. 8. 3.4750. 1.74171. .61579. 2.0189. 4.9311. 1.50. 6.60. 11. 8. 3.9975. 2.25220. .79627. 2.1146. 5.8804. 2.20. 7.21. 12. 8. 2.8362. .81172. .28699. 2.1576. 3.5149. 1.60. 3.83. 132. 4.1589. 2.06770. .17997. 3.8029. 4.5150. 1.05. 11.50. Toplam.

(121) 21. Tablo 4.1. (Devam). EC. 1. 12 625.3333 101.43277 29.28112 560.8860 689.7806. 521.00. ȝPKRVîFP 2. 16 537.3750 164.79841 41.19960 449.5601 625.1899. 233.00. 812.00. 3. 12 705.7500 263.01992 75.92731 538.6351 872.8649. 435.00. 1302.00. 4. 12 960.0833 453.68180 130.96665 671.8277 1248.3390. 510.00. 1987.00. 5. 16 1304.9375 294.05724 73.51431 1148.2455 1461.6295. 941.00. 1997.00. 6. 16 1477.6250 507.38058 126.84514 1207.2610 1747.9890. 1022.00. 2630.00. 7. 8 1113.7500 294.89647 104.26165 867.2104 1360.2896. 812.00. 1642.00. 8. 8 1274.8750 398.62171 140.93406 941.6189 1608.1311. 938.00. 1985.00. 9. 8 1459.5000 453.54288 160.35162 1080.3287 1838.6713. 975.00. 2160.00. 10. 8 2164.7500 1809.60633 639.79245 651.8812 3677.6188. 877.00. 6140.00. 11. 8 1358.8750 543.67307 192.21746 904.3529 1813.3971. 860.00. 2450.00. 12. 8 864.2500 387.08166 136.85403 540.6416 1187.8584. 521.00. 1480.00. 132 1109.8561 688.20757 59.90078 991.3580 1228.3541. 233.00. 6140.00. Toplam. 826.00. Tuzluluk. 1. 12. .0333. .06513. .01880. -.0081. .0747. .00. .20. ppt. 2. 16. .3062. .30869. .07717. .1418. .4707. .00. 1.00. 3. 12. .4750. .37929. .10949. .2340. .7160. .00. 1.00. 4. 12. .5333. .47354. .13670. .2325. .8342. .00. 1.40. 5. 16. .8813. .48058. .12015. .6252. 1.1373. .20. 1.70. 6. 16. .6125. .41453. .10363. .3916. .8334. .30. 1.80. 7. 8. .7000. .55291. .19548. .2378. 1.1622. .30. 1.80. 8. 8. .5375. .17678. .06250. .3897. .6853. .30. .90. 9. 8. .5375. .32043. .11329. .2696. .8054. .20. 1.00. 10. 8. .9625. 1.06494. .37651. .0722. 1.8528. .20. 3.30. 11. 8. .3250. .38822. .13726. .0004. .6496. .00. 1.10. 12. 8. .1625. .19955. .07055. -.0043. .3293. .00. .50. 132. .5083. .50100. .04361. .4221. .5946. .00. 3.30. Toplam.

(122) 22. Tablo 4.1. (Devam). AKM. 1. 12. 35.0000. 11.17627. 3.22631. 27.8989. 42.1011. 22.00. 56.00. mg/l. 2. 16. 37.1250. 11.06872. 2.76718. 31.2269. 43.0231. 19.00. 56.00. 3. 12. 35.9167. 17.95681. 5.18368. 24.5075. 47.3259. 14.00. 64.00. 4. 12. 36.3333. 11.49176. 3.31739. 29.0318. 43.6349. 25.00. 57.00. 5. 16. 32.2500. 16.29928. 4.07482. 23.5647. 40.9353. 14.00. 64.00. 6. 16. 21.4375. 13.53499. 3.38375. 14.2252. 28.6498. 7.00. 47.00. 7. 8. 18.0000. 8.43462. 2.98209. 10.9485. 25.0515. 8.00. 32.00. 8 9. 8 8. 67.1250 44.3750. 12.79997 17.24560. 4.52547 6.09724. 56.4240 29.9573. 77.8260 58.7927. 56.00 28.00. 96.00 74.00. 10. 8 76.8750. 23.91316. 8.45458. 56.8831. 96.8669. 35.00. 106.00. 11. 8. 47.8750. 12.65405. 4.47388. 37.2959. 58.4541. 30.00. 68.00. 12. 8. 25.6250. 3.99777. 1.41342. 22.2828. 28.9672. 21.00. 31.00. 132. 37.7197. 20.19497. 1.75775. 34.2425. 41.1969. 7.00. 106.00. Toplam UAKM. 1. 12. 18.7500. 7.87545. 2.27345. 13.7462. 23.7538. 9.00. 34.00. mg/l. 2. 16. 22.5625. 9.51468. 2.37867. 17.4925. 27.6325. 9.00. 40.00. 3. 12. 25.0000. 12.84877. 3.70912. 16.8363. 33.1637. 8.00. 44.00. 4. 12. 15.6667. 12.41944. 3.58518. 7.7757. 23.5576. 5.00. 38.00. 5. 16. 19.0000. 10.93008. 2.73252. 13.1758. 24.8242. 8.00. 42.00. 6. 16. 13.3750. 7.94879. 1.98720. 9.1394. 17.6106. 4.00. 28.00. 7. 8. 10.2500. 4.33425. 1.53239. 6.6265. 13.8735. 4.00. 17.00. 8. 8. 40.7500. 9.05144. 3.20017. 33.1828. 48.3172. 27.00. 57.00. 9. 8. 25.2500. 9.34650. 3.30449. 17.4361. 33.0639. 16.00. 43.00. 10. 8. 45.6250. 14.98511. 5.29804. 33.0971. 58.1529. 19.00. 61.00. 11. 8. 24.8750. 7.01911. 2.48163. 19.0069. 30.7431. 16.00. 38.00. 12. 8. 14.8750. 2.03101. .71807. 13.1770. 16.5730. 13.00. 18.00. 132. 21.8561. 13.11903. 1.14186. 19.5972. 24.1149. 4.00. 61.00. Toplam.

(123) 23. Tablo 4.1. (Devam). BOI5. 1. 12. 7.2667. 3.84952. 1.11126. 4.8208. 9.7125. 3.10. 17.00. mg/l. 2. 16. 6.3750. 1.89297. .47324. 5.3663. 7.3837. 4.00. 11.00. 3. 12. 9.0775. 1.86757. .53912. 7.8909. 10.2641. 7.00. 12.00. 4. 12. 13.3333. 5.67824. 1.63917. 9.7256. 16.9411. 8.00. 27.00. 5. 16. 13.8750. 4.77319. 1.19330. 11.3315. 16.4185. 7.00. 27.00. 6. 16. 13.8125. 4.99625. 1.24906. 11.1502. 16.4748. 4.00. 22.00. 7. 8. 13.0000. 6.14120. 2.17124. 7.8658. 18.1342. 6.00. 24.00. 8. 8. 18.0000. 6.07101. 2.14643. 12.9245. 23.0755. 11.00. 28.00. 9. 8. 15.2500. 5.17549. 1.82981. 10.9232. 19.5768. 8.00. 23.00. 10. 8. 13.8750. 2.58775. .91491. 11.7116. 16.0384. 11.00. 19.00. 11. 8. 12.1500. 6.37473. 2.25381. 6.8206. 17.4794. 7.00. 27.00. 12. 8. 9.0000. 2.07020. .73193. 7.2693. 10.7307. 6.00. 12.00. 132. 11.7525. 5.44036. .47352. 10.8158. 12.6892. 3.10. 28.00. Toplam KOI. 1. 12. 49.6667. 7.72638. 2.23041. 44.7576. 54.5758. 38.00. 62.00. mg/l. 2. 16. 43.5625. 15.75635. 3.93909. 35.1665. 51.9585. 23.00. 78.00. 3. 12. 39.2658. 12.71246. 3.66977. 31.1887. 47.3429. 21.00. 66.00. 4. 12. 58.4167. 23.03538. 6.64974. 43.7807. 73.0526. 27.00. 105.00. 5. 16. 72.6250. 20.44138. 5.11034. 61.7326. 83.5174. 43.00. 130.00. 6. 16. 69.3125. 12.65817. 3.16454. 62.5674. 76.0576. 41.00. 90.00. 7. 8. 52.7500. 21.15082. 7.47794. 35.0675. 70.4325. 28.00. 81.00. 8. 8. 90.3750. 19.19775. 6.78743. 74.3253 106.4247. 70.00. 124.00. 9. 8. 90.6250. 16.22113. 5.73503. 77.0638 104.1862. 73.00. 122.00. 10. 8. 78.8750. 19.98169. 7.06459. 62.1699. 95.5801. 37.00. 99.00. 11. 8. 78.1250. 9.59818. 3.39347. 70.1007. 86.1493. 64.00. 95.00. 12. 8. 62.2500. 19.46976. 6.88360. 45.9729. 78.5271. 38.00. 98.00. 132. 63.3348. 22.85026. 1.98886. 59.4003. 67.2692. 21.00. 130.00. Toplam.