?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=KELAYAKAN+METODE+UV-VIS+SPEKTROSKOPI+DAN%0D%0AKEMOMETRIKA+UNTUK+KLASIFIKASI+MADU%0D%0AMONOFLORA+DARI+TIGA+JENIS+LEBAH%0D%0ADI+PROVINSI+LAMPUNG&rft.creator=Sarah+Desiana+Br+Ginting%2C+1714071020&rft.subject=630+Pertanian+dan+teknologi+yang+berkaitan&rft.description=Madu+monoflora+memiliki+nilai+jual+yang+berbeda+berdasarkan+nektar+dan+jenis%0D%0Alebah.+Penelitian+identifikasi+madu+monoflora+Acacia+mangium+dari+tiga+jenis%0D%0Alebah+yang+berbeda+menggunakan+UV-vis+spektroskopi+dan+metode+SIMCA.%0D%0ATujuan+penelitian+ini+untuk+mengidentifikasi+madu+monoflora+dari+nektar+yang%0D%0Asama+yaitu+Acacia+mangium+dengan+tiga+jenis+lebah+yang+berbeda+yaitu%2C+Apis%0D%0Adorsata%2C+Apis+mellifera%2C+Heterotrigona+itama+dengan+menggunakan+UV-vis%0D%0Aspektroskopi+dan+kemometrika.+Jumlah+sampel+yang+digunakan+sebanyak+50%0D%0Asampel+madu+monoflora+Apis+dorsata+Acacia+mangium+(ADAM)%2C+50+sampel%0D%0Amadu+monoflora+Apis+mellifera+Acacia+mangium+(AMAM)+dan%2C+50+sampel+madu%0D%0AHeterotrigona+itama+Acacia+mangium+(HIAM).+Pengambilan+spektra+dilakukan%0D%0Asebanyak+dua+kali+pada+setiap+masing-masing+sampel.+Panjang+gelombang+yang%0D%0Adigunakan+dalam+pengambilan+spektra+pada+UV-vis+spektroskopi+adalah+190%E2%80%93%0D%0A1100+nm.+Sampel+madu+dipanaskan+terlebih+dahulu+menggunakan+water+bath+30%0D%0Amenit+bersuhu+60%C2%B0C%2C+kemudian+sampel+diencerkan+dengan+30+ml+aquades%0D%0Adihomogenkan+selama+10+menit+dengan+magnetic+stirrer.+Selanjutnya+sampel%0D%0Amadu+diisi+2+ml+ke+kuvet+dan+diambil+spektranya.+Hasil+klasifikasi+menggunakan%0D%0APCA+dan+SIMCA+mampu+mengidentifikasi+ADAM%2C+AMAM+dan+HIAM+pada%0D%0Apanjang+gelombang+190+nm%E2%80%931100+nm.+Untuk+data+original+total+nilai+PC1+dan%0D%0APC2+adalah+92%25+dan+total+PC1+dan+PC2+pada+Normalize+%2B+Moving+Average+5%0D%0ASegmen+adalah+98%25.+Dari+hasil+penelitian+didapatkan+hasil+nilai+akurasi+100%25%2C%0D%0Asensitivitas+sebesar+100%25%2C+spesifisitas+sebesar+100%25%2C+dan+error+0%25.+Berdasarkan%0D%0Akurva+ROC+nilai+klasifikasi+secara+keseluruhan+sudah+sangat+akurat+dalam%0D%0Amembedakan+sampel+ADAM%2C+AMAM+dan+HIAM.+Hasil+ini+dibuktikan+dari%0D%0Asemakin+dekatnya+kurva+ROC+dengan+garis+Y+(0%2C0).%0D%0A%0D%0AKata+kunci%3A+Madu+Apis+dorsata+Acacia+mangium%2C+madu+Apis+mellifera+Acacia%0D%0Amangium%2C+madu+Heterotrigona+itama+Acacia+mangium%2C+UV-vis%0D%0Aspektroskopi%2C+Principal+Component+Analysis+(PCA)%2C+Soft%0D%0AIndependent+Modelling+of+Class+Analogy+(SIMCA)%2C+Receiver%0D%0AOperatinMonoflora+honey+has+a+different+selling+value+based+on+the+nectar+and+the+type+of%0D%0Ahoney+bee.+Research+on+the+identification+of+Acacia+mangium+monofloral+honey%0D%0Afrom+three+different+types+of+bees+using+UV-vis+spectroscopy+and+SIMCA+methods.%0D%0AThe+purpose+of+this+study+claims+to+identify+monofloral+honey+from+the+same%0D%0Anectar%2C+namely+Acacia+mangium+with+three+different+types+of+honeybees%2C+Apis%0D%0Adorsata%2C+Apis+mellifera%2C+and+Heterotrigona+itama+using+UV-vis+spectroscopy+and%0D%0ASIMCA+method.%0D%0AThe+number+of+samples+used+was+50+samples+of+Apis+dorsata+Acacia+mangium%0D%0A(ADAM)+monofloral+honey%2C+50+samples+of+Apis+mellifera+Acacia+mangium%0D%0A(AMAM)+monofloral+honey%2C+and+50+samples+of+Heterotrigona+itama+Acacia%0D%0Amangium+(HIAM)+honey.+The+wavelength+used+for+sampling+in+UV-vis%0D%0Aspectroscopy+is+190%E2%80%931100+nm.+The+honey+sample+was+preheated+using+a+water%0D%0Abath+at+60%C2%B0C+for+30+minutes%2C+then+the+sample+was+diluted+with+30+ml+of+distilled%0D%0Awater+and+stirred+using+a+magnetic+stirrer+for+10+minutes.+Then+the+honey+solution%0D%0Awas+put+into+a+cuvette+as+much+as+2+ml+and+the+spectra+were+taken+using+UV-vis%0D%0Aspectroscopy.%0D%0AThe+results+of+the+classification+using+PCA+and+SIMCA+were+able+to+identify%0D%0AADAM%2C+AMAM%2C+and+HIAM+at+a+wavelength+of+190+nm+%E2%80%93+11000+nm.+The%0D%0Acumulative+value+of+PC1+and+PC2+is+92%25+for+original+spectral+data+and+98%25.%0D%0AFrom+the+results+of+the+study%2C+the+results+obtained+were+100%25+accuracy%2C+100%25%0D%0Asensitivity%2C+100%25+specificity%2C+and+0%25+error.+Based+on+the+ROC+curve%2C+the+overall%0D%0Aclassification+value+is+very+accurate+in+distinguishing+the+ADAM%2C+AMAM%2C+and%0D%0AHIAM+samples%2C+this+result+is+evidenced+by+the+closer+the+ROC+curve+to+the+Y+line%0D%0A(0%2C0).%0D%0A%0D%0AKeywords%3A+Apis+dorsata+Acacia+mangium+honey%2C+Apis+mellifera+Acacia+mangium%0D%0Ahoney%2C+Heterotrigona+itama+Acacia+mangium+honey%2C+UV-vis%0D%0Aspectroscopy%2C+Principal+Component+Analysis+(PCA)%2C+Soft+Independent%0D%0AModeling+of+Class+Analogy+(SIMCA)%2C+Receiver+Operating%0D%0ACharacteristic+(ROC).g+Characteristic+(ROC).%0D%0A&rft.publisher=fakultas+pertanian+&rft.date=2021&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61728%2F1%2FABSTRAK%2520-%2520SARAH%2520DBR%2520GINTING.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61728%2F2%2FSKRIPSI%2520FULL%2520-%2520SARAH%2520DBR%2520GINTG.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61728%2F3%2FSKRIPSI%2520TANPA%2520PEMBAHASAN%2520-%2520SARAH%2520DBR%2520GINTING.pdf&rft.identifier=++Sarah+Desiana+Br+Ginting%2C+1714071020++(2021)+KELAYAKAN+METODE+UV-VIS+SPEKTROSKOPI+DAN+KEMOMETRIKA+UNTUK+KLASIFIKASI+MADU+MONOFLORA+DARI+TIGA+JENIS+LEBAH+DI+PROVINSI+LAMPUNG.++fakultas+pertanian+%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F61728%2F