Hubungan Intensitas Serangan Dengan Estimasi Kehilangan Hasil Akibat Serangan Hama Penggerek Buah Kopi Hypothenemus Hampei Ferr. (Coleoptera: Scolytidae) Di Kabupaten Simalungun
LAMPIRAN Lampiran 1. Rataan Persentase Intensitas Serangan
34.07
14.23 4.14 2.2 8.74 4.97
34.28
6.86
4 Sp. Hinalang Purba 13.85 13.84 8.76 15.7
17.39
69.54
13.91
5 Bosi Sinombah Dolok Silau 2.56 10.55 8.04 10.02 2.9
6.81
8.93
6 Nagori Bosi Dolok Silau 9.83 9.9 10.97 12.59 10.93 54.22
10.84
7 Saribudolok Silimakuta 5.23 11.47 5.22 8.12 12.77 42.81 8.56
8 Bangun Saribu Silimakuta 17.39 8.76 11.71 13.84 5.53 57.23
11.45
9 Tamba Saribu P. Silimakuta 9.21 15.87 10.25 13.43 17.40 66.16
13.23
10 Mardinding P. Silimakuta 10.35 8.55 19.38 22.17 25.37 85.82
3 Bandar Hinalang Purba
44.67
No. Desa Kecamatan Titik Sampel Ke- Total Rata- rata
8 Bangun Saribu Silimakuta
1 2 3 4 5
1 Marihat Raya Raya 7.38 10.51 6.05 10.65 4.24 38.83 7.76
2 Dolok Huluan Raya 49.09 80.72 50.69 29.55 23.86 233.91 46.78
3 B. Hinalang Purba 10.00 11.73 14.61 8.59 6.57 51.5 10.30
4 Sp. Hinalang Purba 5.41 7.45 6.52 8.65 6.06 34.09 6.81
5 B. Sinombah Dolok Silau 10.56 9.18 17.57 10.50 8.69 56.50 11.30
6 Nagori Bosi Dolok Silau 17.00 20.95 14.96 17.68 13.41 84.00 16.80
7 Saribudolok Silimakuta 9.09 8.02 15.54 10.79 7.96 51.4 10.28
5.75 8.21 3.84 5.18 4.14 27.12 5.42
2 Dolok Huluan Raya 13.89 12.01 7.06 8.39 3.32
9 T. Saribu P.
Silimakuta 19.52 10.03 16.55 16.61 12.2 74.91 14.98
10 Mardinding P.
Silimakuta 12.74 17.24 15.24 15.66 14.86 75.74 15.14 Total 146.54 184.04 161.57 133.86 101.99 728 145.60 Rata-rata 14.65 18.40 16.15 13.38 10.19 72.80 14.56
Lampiran 2. Rataan Persentase Kehilangan Hasil
Lampiran 2.1. Rataan persentase kehilangan hasil menurut warna buah di
Kabupaten Simalungun (Merah)No. Desa Kecamatan Titik Sampel Ke- Total Rata- rata
1 2 3 4 5
1 Marihat Raya Raya 6.06 11.37 4.15 15.19 11.62 48.39 9.68
17.16 Total 102.6 106.46 87.74 128.19 112.20 537.19 107.4 Rata-rata 10.26 10.646 8.774 12.819 11.22 53.72 10.74 Lampiran 2.2. Rataan persentase kehilangan hasil menurut warna buah di Kabupaten Simalungun (Kuning)
Rata- No. Desa Kecamatan Titik Sampel Ke- Total rata 1 2 3 4 5
1 Marihat Raya Raya 13.01 5.91 4.7 10.89 3.54 38.05
7.61
2 Dolok Huluan Raya 13.16 8.29 6.53 6.15 5.44 39.57 7.91 Bandar
3 Hinalang Purba
6.53 5.66 6.12 22.3 9.66 50.27
10.05
4 Sp. Hinalang Purba 8.4 13.62 4.54 11.64 7.37 45.57 9.11
5 Bosi Sinombah Dolok Silau 6.82 5.09 4.04 7.95 6.5 30.4 6.08
6 Nagori Bosi Dolok Silau 12.63 12.52 8.8 11.32 8.53 53.8
10.76
7 Saribudolok Silimakuta 11.37 6.93 7.68 3.75 6.57 36.3 7.26
8 Bangun Saribu Silimakuta 7.37 4.54 8.4 13.62 4.43 38.36
7.67
9 Tamba Saribu P. Silimakuta 6.5 7.95 4.04 5.09 6.82 30.4 6.08
10 Mardinding P. Silimakuta 13.51 12.28 12.48 17.54 8.49 64.3 12.86 Total 99.30 82.80 67.33 110.5 67.50 427.02 85.40 Rata-rata 9.93 8.28 6.73 11.02 6.73 42.70 8.54
Lampiran 2.3. Rataan persentase kehilangan hasil menurut warna buah di
Kabupaten Simalungun (Hijau)Rata- No. Desa Kecamatan Titik Sampel Ke- Total rata 1 2
3 4 5 Marihat
1 Raya Raya
9.66 32.24 2.57 1.96 9.6 56.03 11.206 Dolok
2 Huluan Raya 4.21 7.13
7.27 2.93 3.6 25.14 5.028 Bandar
3 Hinalang Purba 2.09 1.84 1.48 12.19 4 21.6 4.32 Sp.
4 Hinalang Purba 6.18 1.83 7.59 6.78 5.56 27.94 5.588 Bosi
5 Sinombah Dolok Silau 2.12 5.06 6.36 5.43 4.42 23.39 4.678
6 Nagori Bosi Dolok Silau 12.6 5.14 9.67 3.66 4.03 35.1 7.02
7 Saribudolok Silimakuta 25.25 4.69 3.22 4.35
4.36 41.87 8.374 Bangun
8 Saribu Silimakuta 5.56 7.59 8.75 1.83 6.87 30.6 6.12 Tamba
9 Saribu P. Silimakuta
4.42 5.43 6.36 5.06 2.12 23.39 4.678
10 Mardinding P. Silimakuta 12.6 5.14 9.677 3.24 3.82 34.477 6.8954 Total 84.69 76.09 62.947 47.43 48.38 319.53 63.9074 Rata-rata 8.469 7.609 6.2947 4.743 4.838 31.953 6.39074
Lampiran 3. Rataan Kepadatan Populasi Hama PBKo Lampiran 3.1. Rataan kepadatan populasi hama PBKo menurut warna buah di Kabupaten Simalungun (Merah)
1.8
1.2
1.12
3
1.56
3 Bandar Hinalang Purba
11.38
0.48
4 Sp. Hinalang Purba 2.86 6.32 0.48 1.6 11.26
6.32
2.78
2 Dolok Huluan Raya
10.6
1.32
1 Marihat Raya Raya 3.64 4.4 1.24
No. Desa Kecamatan Stadia Total Telur Larva Pupa Imago
6.88
5 Bosi Sinombah Dolok Silau 4.44 6.76 1.04 1.16 13.4
14.64 21.82 126.04 Rata-rata 3.684 5.274 1.464 2.182 12.604
2.74
48.32
10 Mardinding Pem. Silimakuta 2.74 4.84 0.6 2 10.18 Total 31.32
8.3
1.12
0.32
4.12
9 Tamba Saribu Pem. Silimakuta
6 Nagori Bosi Dolok Silau 3.8 6.32 0.48 1.84 12.44
9.28
1
5.44
2.84
8 Bangun Saribu Silimakuta
10.32
7 Saribudolok Silimakuta 3.92 0.8 0 5.6
Lampiran 3.2. Rataan kepadatan populasi hama PBKo menurut warna buah di Kabupaten Simalungun (Kuning)
52.74
No. Desa Kecamatan Stadia Total Telur Larva Pupa Imago
12.94
5.8
3.24
4 Sp. Hinalang Purba
6.32
0.96
3 Bandar Hinalang Purba 3.6 1.52 0.24
2.64
2.76
2.24
5.3
2.76
2 Dolok Huluan Raya
12.52
2
1 Marihat Raya Raya 3.68 5.76 1.08
2.32
14.12
17.8 Total 36.84
2.64
3.28
10 Mardinding Pem. Silimakuta 4.32 8.44 1.76
13.26
1.9
1.84
9 Tamba Saribu Pem. Silimakuta 3.24 6.28
13.32
8 Bangun Saribu Silimakuta 3.2 5.88 1.6
5 Bosi Sinombah Dolok Silau 5 6.04 1.04 1.72
7.68
1.16
7 Saribudolok Silimakuta 4.04 2.2 0.28
14.28
2.76
6 Nagori Bosi Dolok Silau 3.76 5.52 2.24
13.8
5.76 18.64 104.04 Rata-rata 3.132 4.832 0.576 1.864 10.404 Lampiran 3.3. Rataan kepadatan populasi hama PBKo menurut warna buah di Kabupaten Simalungun (Hijau)
No. Desa Kecamatan Stadia Total Telur Larva Pupa Imago
0.48
Regression 1.146 1 1.146 .095 .766 Residual 96.510 8 12.064 Total 97.655
ANOVA Sum of Squares df Mean Square F Sig.
.108 .012 -.112 3.473 The independent variable is IntensitasSerangan.
Std. Error of the Estimate
R R Square Adjusted R Square
Model Summary
Lampiran 4. Analisis Data Regressi Linier Berganda Lampiran 4.1. Analisis data hubungan intensitas serangan terhadap persentase kehilangan hasil Lampiran 4.1.1 Analisis data hubungan intensitas serangan terhadap persentase kehilangan hasil pada buah warna merah
10 Mardinding Pem. Silimakuta 5.68 2.28 0 0.52 8.48 Total 46.08 38.32 3.52 18.98 106.9 Rata-rata 4.608 3.832 0.352 1.898 10.69
7.5
2.28
1 Marihat Raya Raya 2.36 3.04 0.16 0.84
4.74
9 Tamba Saribu Pem. Silimakuta
8 Bangun Saribu Silimakuta 5.44 2.48 0 0.64 8.56
7 Saribudolok Silimakuta 4.32 8.44 1.76 3.28 17.8
6 Nagori Bosi Dolok Silau 4.52 3.72 0.68 0.72 9.64
5 Bosi Sinombah Dolok Silau 4.32 5.12 0.2 0.92 10.56
4 Sp. Hinalang Purba 5.3 3.84 0 9.9 19.04
3 Bandar Hinalang Purba 4.88 2.48 0.04 0.84 8.24
2 Dolok Huluan Raya 4.52 4.64 0.68 0.84 10.68
6.4
9 The independent variable is IntensitasSerangan.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
IntensitasSerangan -.030 .097 -.108 -.308 .766 (Constant) 11.179 1.790 6.247 .000
Lampiran 4.1.2. Analisis data hubungan intensitas serangan terhadap persentase
kehilangan hasil pada buah warna kuning Model SummaryR R Square Adjusted R Std. Error of the Square Estimate
.014 .000 -.125 2.290 The independent variable is IntensitasSerangan.
ANOVA Sum of Squares df Mean Square F Sig.
Regression .008 1 .008 .001 .970 Residual 41.957 8 5.245 Total 41.964
9 The independent variable is IntensitasSerangan.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
IntensitasSerangan .002 .064 .014 .038 .970 (Constant) 8.505 1.180 7.208 .000
Lampiran 4.1.3. Analisis data hubungan intensitas serangan terhadap persentase
kehilangan hasil pada buah warna hijau Model SummaryR R Square Adjusted R Std. Error of the Square Estimate
.268 .072 -.044 2.168 The independent variable is IntensitasSerangan.
ANOVA Sum of Squares df Mean Square F Sig.
Regression 2.911 1 2.911 .620 .454 Residual 37.589 8 4.699 Total 40.500
9 The independent variable is IntensitasSerangan.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
IntensitasSerangan -.048 .061 -.268 -.787 .454 (Constant) 7.085 1.117 6.343 .000
Lampiran 4.2. Analisis data hubungan intensitas serangan terhadap kepadatan
populasiLampiran 4.2.1. Analisis data hubungan intensitas serangan terhadap kepadatan
popualsi buah warna merahModel Summary
R R Square Adjusted R Std. Error of the Square Estimate
.124 .015 -.108 3.479 The independent variable is IntensitasSerangan.
ANOVA Sum of Squares df Mean Square F Sig.
Regression 1.518 1 1.518 .125 .732 Residual 96.815 8 12.102 Total 98.333
9 The independent variable is IntensitasSerangan.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
IntensitasSerangan .034 .097 .124 .354 .732 (Constant) 12.103 1.792 6.752 .000
Lampiran 4.2.2. Analisis data hubungan intensitas serangan terhadap kepadatan
popualsi buah warna kuning Model SummaryR R Square Adjusted R Std. Error of the Square Estimate
.209 .044 -.076 1.987 The independent variable is IntensitasSerangan.
ANOVA Sum of Squares Df Mean Square F Sig.
Regression 1.437 1 1.437 .364 .563 Residual 31.574 8 3.947 Total 33.011
9 The independent variable is IntensitasSerangan.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
IntensitasSerangan .034 .056 .209 .604 .563 (Constant) 9.916 1.024 9.688 .000
Lampiran 4.2.3. Analisis data hubungan intensitas serangan terhadap kepadatan
popualsi buah warna hijau Model SummaryR R Square Adjusted R Std. Error of the Square Estimate
.089 .008 -.116 4.529 The independent variable is IntensitasSerangan.
ANOVA Sum of Squares Df Mean Square F Sig.
Regression 1.309 1 1.309 .064 .807 Residual 164.089 8 20.511 Total 165.398
9 The independent variable is IntensitasSerangan.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
IntensitasSerangan -.032 .127 -.089 -.253 .807 (Constant) 11.155 2.333 4.781 .001
Lampiran 4.3. Data hubungan kepadatan populasi terhadap persentase kehilangan hasil Lampiran 4.3.1. Data hubungan kepadatan populasi (merah) terhadap persentase kehilangan hasil (merah)
Model Summary
R R Square Adjusted R Std. Error of the Square Estimate
.719 .516 .456 2.430 The independent variable is KPopulasiMerah.
ANOVA Sum of Squares Df Mean Square F Sig.
Regression 50.423 1 50.423 8.540 .019 Residual 47.233 8 5.904 Total 97.655
9 The independent variable is KPopulasiMerah.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
KPopulasiMerah .716 .245 .719 2.922 .019 (Constant) 1.718 3.183 .540 .604
Lampiran 4.3.2. Data hubungan kepadatan populasi (kuning) terhadap persentase kehilangan hasil (kuning) Model Summary
R R Square Adjusted R Std. Error of the Square Estimate
.086 .007 -.117 2.282 The independent variable is KPopulasiKuning.
ANOVA Sum of Squares Df Mean Square F Sig.
Regression .309 1 .309 .059 .814 Residual 41.655 8 5.207 Total 41.964
9 The independent variable is KPopulasiKuning.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
KPopulasiKuning -.097 .397 -.086 -.244 .814 (Constant) 9.548 4.195 2.276 .052
Lampiran 4.3.3. Data hubungan kepadatan populasi (hijau) terhadap persentase kehilangan hasil (hijau) Model Summary
R R Square Adjusted R Std. Error of the Square Estimate
.045 .002 -.123 2.248 The independent variable is KPopulasiHijau.
ANOVA Sum of Squares Df Mean Square F Sig.
Regression .082 1 .082 .016 .902 Residual 40.418 8 5.052 Total 40.500
9 The independent variable is KPopulasiHijau.
Coefficients Unstandardized Coefficients Standardized t Sig.
Coefficients B Std. Error Beta
KPopulasiHijau -.022 .175 -.045 -.127 .902 (Constant) 6.629 1.999 3.316 .011
Lampiran 5. Lampiran Gambar Lampiran 5.1. Gambar lahan penelitian
Lampiran 5.2. Foto pengambilan sampel
Lampiran 5.3. Pelaksanaan di laboratorium
Lampiran 5.4. Supervisi