Lampiran 1. Langkah Penelitian - UMSeprints.ums.ac.id/39876/23/08 LAMPIRAN.pdfLampiran 1. Langkah...

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Lampiran 1. Langkah Penelitian Air Limbah dengan kadar phosphate tinggi Masukkan dalam wadah sebanyak 1 liter Pengukuran Suhu dan pH sebelum perlakuan Proses Koagulasi dengan pengadukan cepat 70 rpm selama 1 menit Proses Flokulasi dengan pengadukan lambat 50 rpm selama 15 menit Proses Sedimentasi dengan waktu 30 menit Air yang telah olahan Masukkan Poly Aluminium Chloride (PAC). Pengukuran Suhu dan pH setelah perlakuan Pengukuran kadar phosphate

Transcript of Lampiran 1. Langkah Penelitian - UMSeprints.ums.ac.id/39876/23/08 LAMPIRAN.pdfLampiran 1. Langkah...

  • Lampiran 1. Langkah Penelitian

    Air Limbah dengan

    kadar phosphate tinggi

    Masukkan dalam wadah

    sebanyak 1 liter

    Pengukuran Suhu

    dan pH sebelum

    perlakuan

    Proses Koagulasi dengan

    pengadukan cepat 70 rpm

    selama 1 menit

    Proses Flokulasi dengan

    pengadukan lambat 50

    rpm selama 15 menit

    Proses Sedimentasi

    dengan waktu 30

    menit

    Air yang telah

    olahan

    Masukkan Poly

    Aluminium Chloride

    (PAC).

    Pengukuran Suhu

    dan pH setelah

    perlakuan

    Pengukuran kadar

    phosphate

  • Lampiran 2. Skema Penelitian

    Pre Post Pre Post Pre Post Pre Post

    Kontrol 0,25 gram PAC 0,5 gram PAC 0,75 gram PAC

    Keterangan : Wadah Ok sebagai kontrol tanpa penambahan PAC, sedang wadah X1 , X2, X3 diberi tambahan PAC.

    12 Liter

    Ok1 Ok1’

    Ok2 Ok2’

    Ok3 Ok3’

    X12 X22

    X11’ X11

    X12’

    X13’ X23 X23’

    X22’

    X21 X21’

    X13 X33 X33’

    X32’

    X31

    X32

    X31’

  • Lampiran 3. Hasil Uji Pendahuluan

  • Lampiran 4. Pengukuran pH sebelum dan setelah perlakuan

    Pengulangan

    Kontrol

    Perlakuan

    PAC 0,25

    gram

    PAC 0,5

    gram

    PAC 0,75

    gram

    Pre post pre post Pre Post Pre post

    1 8 8 8 7 8 7 8 6

    2 8 8 8 7 8 7 8 6

    3 8 8 8 7 8 7 8 6

    Jumlah 24 24 25 21 24 21 24 18

    Rata-rata 8 8 8 7 8 7 8 6

    Lampiran 5. Pengukuran suhu sebelum dan setelah perlakuan

    Pengulangan

    Kontrol

    perlakuan

    PAC 0,25

    gram

    PAC 0,5

    gram

    PAC 0,75

    gram

    Pre

    (oC)

    Post

    (oC)

    Pre

    (oC)

    Post

    (oC)

    Pre

    (oC)

    Post

    (oC)

    Pre

    (oC)

    Post

    (oC)

    1 26 26 26 26 26 26 26 26

    2 26 26 26 26 26 26 26 26

    3 26 26 26 26 26 26 26 26

    Jumlah 88 88 88 88 88 88 88 88

    Rata-rata 26 26 26 26 26 26 26 26

  • Lampiran 6. Kadar phosphate sebelum perlakuan

  • Lampiran 7. Kadar phosphate setelah perlakuan

  • Lampiran 9. Hasil Uji Normalitas dan Uji Anova

    Explore

    Notes

    Output Created 12-Okt-2015 08:55:53

    Comments

    Input Data C:\Users\ACE GROUP\Documents\Sandy Spss data.sav

    Active Dataset DataSet0

    Filter

    Weight

    Split File

    N of Rows in Working Data File 12

    Missing Value Handling Definition of Missing User-defined missing values for dependent variables are treated as missing.

    Cases Used Statistics are based on cases with no missing values for any dependent variable or factor used.

    Syntax EXAMINE VARIABLES=Pre Selisih BY Kelompok

    /PLOT BOXPLOT NPPLOT

    /COMPARE GROUP

    /STATISTICS DESCRIPTIVES

    /CINTERVAL 99

    /MISSING LISTWISE

    /NOTOTAL.

    Resources Processor Time 00:00:04,322

    Elapsed Time 00:00:04,029

    [DataSet0] C:\Users\ACE GROUP\Documents\Sandy Spss data.sav

  • Kelompok

    Case Processing Summary

    Kelompok

    Cases

    Valid Missing Total

    N Percent N Percent N Percent

    Pre Kontrol 3 100,0% 0 ,0% 3 100,0%

    PAC 0,25 gram 3 100,0% 0 ,0% 3 100,0%

    PAC 0,5 gram 3 100,0% 0 ,0% 3 100,0%

    PAC 0,75 gram 3 100,0% 0 ,0% 3 100,0%

    Selisih Kontrol 3 100,0% 0 ,0% 3 100,0%

    PAC 0,25 gram 3 100,0% 0 ,0% 3 100,0%

    PAC 0,5 gram 3 100,0% 0 ,0% 3 100,0%

    PAC 0,75 gram 3 100,0% 0 ,0% 3 100,0%

    Descriptives

    Kelompok Statistic Std. Error

    Pre Kontrol Mean 9,4767 ,01764

    99% Confidence Interval for Mean Lower Bound 9,3016

    Upper Bound 9,6517

    5% Trimmed Mean .

    Median 9,4700

    Variance ,001

    Std. Deviation ,03055

    Minimum 9,45

    Maximum 9,51

    Range ,06

    Interquartile Range .

    Skewness ,935 1,225

  • Kurtosis . .

    PAC 0,25 gram Mean 9,5900 ,02309

    99% Confidence Interval for Mean Lower Bound 9,3608

    Upper Bound 9,8192

    5% Trimmed Mean .

    Median 9,5900

    Variance ,002

    Std. Deviation ,04000

    Minimum 9,55

    Maximum 9,63

    Range ,08

    Interquartile Range .

    Skewness ,000 1,225

    Kurtosis . .

    PAC 0,5 gram Mean 9,5033 ,02333

    99% Confidence Interval for Mean Lower Bound 9,2718

    Upper Bound 9,7349

    5% Trimmed Mean .

    Median 9,5100

    Variance ,002

    Std. Deviation ,04041

    Minimum 9,46

    Maximum 9,54

    Range ,08

    Interquartile Range .

    Skewness -,722 1,225

    Kurtosis . .

    PAC 0,75 gram Mean 9,4600 ,04509

    99% Confidence Interval for Mean Lower Bound 9,0125

    Upper Bound 9,9075

  • 5% Trimmed Mean .

    Median 9,4200

    Variance ,006

    Std. Deviation ,07810

    Minimum 9,41

    Maximum 9,55

    Range ,14

    Interquartile Range .

    Skewness 1,700 1,225

    Kurtosis . .

    Selisih Kontrol Mean ,1133 ,03712

    99% Confidence Interval for Mean Lower Bound -,2551

    Upper Bound ,4817

    5% Trimmed Mean .

    Median ,1400

    Variance ,004

    Std. Deviation ,06429

    Minimum ,04

    Maximum ,16

    Range ,12

    Interquartile Range .

    Skewness -1,545 1,225

    Kurtosis . .

    PAC 0,25 gram Mean 4,2833 ,06888

    99% Confidence Interval for Mean Lower Bound 3,5997

    Upper Bound 4,9670

    5% Trimmed Mean .

    Median 4,3200

    Variance ,014

    Std. Deviation ,11930

    Minimum 4,15

  • Maximum 4,38

    Range ,23

    Interquartile Range .

    Skewness -1,252 1,225

    Kurtosis . .

    PAC 0,5 gram Mean 6,4333 ,04410

    99% Confidence Interval for Mean Lower Bound 5,9957

    Upper Bound 6,8710

    5% Trimmed Mean .

    Median 6,4500

    Variance ,006

    Std. Deviation ,07638

    Minimum 6,35

    Maximum 6,50

    Range ,15

    Interquartile Range .

    Skewness -,935 1,225

    Kurtosis . .

    PAC 0,75 gram Mean 8,3667 ,07265

    99% Confidence Interval for Mean Lower Bound 7,6456

    Upper Bound 9,0877

    5% Trimmed Mean .

    Median 8,3500

    Variance ,016

    Std. Deviation ,12583

    Minimum 8,25

    Maximum 8,50

    Range ,25

    Interquartile Range .

    Skewness ,586 1,225

    Kurtosis . .

  • Tests of Normality

    Kelompok

    Kolmogorov-Smirnova Shapiro-Wilk

    Statistic df Sig. Statistic df Sig.

    Pre Kontrol ,253 3 . ,964 3 ,637

    PAC 0,25 gram ,175 3 . 1,000 3 1,000

    PAC 0,5 gram ,232 3 . ,980 3 ,726

    PAC 0,75 gram ,362 3 . ,803 3 ,122

    Selisih Kontrol ,328 3 . ,871 3 ,298

    PAC 0,25 gram ,287 3 . ,929 3 ,485

    PAC 0,5 gram ,253 3 . ,964 3 ,637

    PAC 0,75 gram ,219 3 . ,987 3 ,780

    a. Lilliefors Significance Correction

  • ONEWAY Selisih BY Kelompok

    /STATISTICS DESCRIPTIVES HOMOGENEITY

    /MISSING ANALYSIS

    /POSTHOC=LSD ALPHA(0.01).

    Oneway

    Notes

    Output Created 12-Okt-2015 09:00:00 Comments Input Data C:\Users\ACE GROUP\Documents\Sandy Spss

    data.sav Active Dataset DataSet0 Filter Weight Split File N of Rows in Working Data File 12

    Missing Value Handling Definition of Missing User-defined missing values are treated as missing.

    Cases Used Statistics for each analysis are based on cases with no missing data for any variable in the analysis.

    Syntax ONEWAY Selisih BY Kelompok /STATISTICS DESCRIPTIVES HOMOGENEITY /MISSING ANALYSIS /POSTHOC=LSD ALPHA(0.01).

    Resources Processor Time 00:00:00,000

    Elapsed Time 00:00:00,010

    [DataSet0] C:\Users\ACE GROUP\Documents\Sandy Spss data.sav

    Descriptives

    Selisih

    N Mean Std. Deviation Std. Error

    95% Confidence Interval for Mean

    Minimum

    Maximum

    Lower Bound

    Upper Bound

    Kontrol 3 ,1133 ,06429 ,03712 -,0464 ,2730 ,04 ,16 PAC 0,25 gram 3 4,2833 ,11930 ,06888 3,9870 4,5797 4,15 4,38 PAC 0,5 gram 3 6,4333 ,07638 ,04410 6,2436 6,6231 6,35 6,50 PAC 0,75 gram 3 8,3667 ,12583 ,07265 8,0541 8,6792 8,25 8,50 Total 12 4,7992 3,20429 ,92500 2,7633 6,8351 ,04 8,50

    Test of Homogeneity of Variances

    Selisih Levene Statistic df1 df2 Sig.

    ,674 3 8 ,592

    ANOVA

    Selisih

    Sum of Squares df Mean Square F Sig. Between Groups 112,862 3 37,621 3758,935 ,000 Within Groups ,080 8 ,010 Total 112,942 11

    Post Hoc Tests

  • Multiple Comparisons

    Selisih LSD

    (I) Kelompok (J) Kelompok Mean

    Difference (I-J) Std. Error Sig.

    99% Confidence Interval

    Lower Bound Upper Bound

    Kontrol PAC 0,25 gram -4,17000* ,08168 ,000 -4,4441 -3,8959

    PAC 0,5 gram -6,32000* ,08168 ,000 -6,5941 -6,0459

    PAC 0,75 gram -8,25333* ,08168 ,000 -8,5274 -7,9793

    PAC 0,25 gram Kontrol 4,17000* ,08168 ,000 3,8959 4,4441

    PAC 0,5 gram -2,15000* ,08168 ,000 -2,4241 -1,8759

    PAC 0,75 gram -4,08333* ,08168 ,000 -4,3574 -3,8093

    PAC 0,5 gram Kontrol 6,32000* ,08168 ,000 6,0459 6,5941

    PAC 0,25 gram 2,15000* ,08168 ,000 1,8759 2,4241

    PAC 0,75 gram -1,93333* ,08168 ,000 -2,2074 -1,6593

    PAC 0,75 gram Kontrol 8,25333* ,08168 ,000 7,9793 8,5274

    PAC 0,25 gram 4,08333* ,08168 ,000 3,8093 4,3574

    PAC 0,5 gram 1,93333* ,08168 ,000 1,6593 2,2074

    *. The mean difference is significant at the 0.01 level.

  • Dokumentasi

    Gambar 1 . Penelitian di Workshop

    Gambar 2. Penelitian di Workshop

  • Dokumentasi

    Gambar 3. Hasil Pre Test

    Gambar 4. Hasil Post Test