?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=AUTENTIKASI+MADU+LEBAH+Heterotrigona+itama+DENGAN+NEKTAR%0D%0AAcacia+mangium+DAN+Calliandra+calothyrsus+MENGGUNAKAN%0D%0APORTABLE+LED-BASED+FLUORESCENCE+SPECTROSCOPY&rft.creator=DANANG%2C+RAHMADDIANSYAH&rft.subject=600+Teknologi+(ilmu+terapan)&rft.subject=630+Pertanian+dan+teknologi+yang+berkaitan&rft.description=Madu+yang+dihasilkan+dari+lebah+Heterotrigona+itama+memiliki+manfaat%0D%0Anutrisi+dan+kesehatan+yang+baik+untuk+tubuh.+Lebah+madu+Trigona+menghasilkan%0D%0Ajumlah+madu+yang+lebih+sedikit+daripada+Apis+sp.+Lebah+Apis+sp.+menghasilkan%0D%0Ahingga+satu+kilogram+madu+per+tahun%2C+sedangkan+lebah+madu+Trigona%0D%0Amenghasilkan+kurang+lebih+satu+kilogram+madu+per+tahun+sehingga+harga+madu%0D%0AHeterotrigona+itama+menjadi+mahal+dan+dapat+mendorong+munculnya+pemalsuan.%0D%0APenelitian+ini+menggunakan+portable+LED-based+fluorescence+spectroscopy+dan%0D%0Ametode+SIMCA+untuk+mengautentikasi+madu+lebah+Heterotrigona+itama+dengan%0D%0Anektar+Acacia+mangium+dan+Calliandra+calothyrsus+yang+dicampur+dengan+sirup%0D%0Aberas.+Sampel+yang+digunakan+pada+penelitian+ini+yaitu+sampel+madu+murni%0D%0AHeterotrigona+itama+dengan+nektar+Acacia+mangium+(MA%2C+n+%3D+50)+dan+nektar%0D%0ACalliandra+calothyrsus+(MC%2C+n+%3D+50)+dengan+jumlah+masing-masing+sampel+50%2C%0D%0Aselain+itu+terdapat+120+sampel+untuk+jumlah+madu+campuran+Heterotrigona+itama%0D%0Adengan+nektar+Acacia+mangium+(MAC%2C+n+%3D+60)+dan+nektar+Calliandra+calothyrsus%0D%0A(MCC%2C+n+%3D+60).+Alat+ini+mampu+mengukur+spektrum+emisi%2C+penyerapan+atau%0D%0Atransmisi+dengan+rentang+berkisar+dari+370+hingga+810+nm+dengan+resolusi+5+nm.%0D%0ASetelah+diperoleh+hasil+spektra+selanjutnya+membuat+model+serta+mengujinya%0D%0Adengan+metode+PCA+dan+SIMCA.+Hasil+pengujian+PCA+pada+spektra+original+PC1%0D%0Adan+PC-2+pada+sampel+MA-MAC+dan+MC-MCC+berjumlah+98%25+dan+95%25.+Hasil%0D%0APCA+terbaik+diperoleh+dengan+cara+perbaikan+spektra+menggunakan+beberapa%0D%0Aperlakuan%2C+dan+diperoleh+perbaikan+multiplicative+scatter+correction+(MSC)%0D%0Asmoothing+moving+average+(SMA)+9S+dan+smoothing+moving+average+5S+dengan%0D%0Ajumlah+nilai+PC-1+dan+PC-2+sebesar+95%25+dan+98%25.+Hasil+analisis+grafik+yang%0D%0Adilakukan+pada+sampel+MA%2C+MAC%2C+MC%2C+MCC%2C+dan+SB+menunjukkan+bahwa%0D%0Aterdapat+tiga+puncak+gelombang+pada+358+nm%2C+485+nm%2C+dan+720+nm.+Ini%0D%0Amenunjukkan+bahwa+senyawa+fenolik%2C+riboflavin%2C+dan+klorofil.+Hasil+klasifikasi%0D%0Amodel+SIMCA+pada+MA-MAC+mendapatkan+nilai+akurasi%2C+sensitivitas+dan%0D%0A%0D%0Aspesifisitas+sebesar+100%25+serta+nilai+error+0%25.+Sedangkan+pada+klasifikasi+model%0D%0ASIMCA+pada+MC-MCC+mendapatkan+nilai+akurasi+sebesar+65%25%2C+sensitivitas%0D%0Asebesar+62%2C2%25%2C+spesifisitas+sebesar+100%25+dan+error+sebesar+35%25.+Berdasarkan%0D%0Akurva+ROC+yang+menjelaskan+hubungan+spesifisitas+dan+sensitivitas%2C+memperoleh%0D%0Aklasifikasi+sangat+baik+karena+semakin+mendekati+garis+Y+(0%2C1).+Sehingga+dapat%0D%0Amengklasifikasikan+antara+madu+murni+Heterotrigona+itama+dengan+nektar+Acacia%0D%0Amangium+(MA)+dan+madu+campuran+(MAC)+dengan+sangat+baik.+Sedangkan+pada%0D%0Amadu+Calliandra+calothyrsus+(MC)+dan+madu+campuran+(MCC)+diklasifikasikan%0D%0Asebagai+baik.%0D%0AKata+kunci%3A+Madu+Heterotrigona+itama%2C+Fluorescence+Spectroscopy%2C+LED%2C%0D%0APortable+LED+Based+Fluorescence+Spectroscopy%2C+Sirup+Beras%2C+PCA%2C+SIMCA%0D%0A%0D%0AHoney+produced+from+Heterotrigona+itama+bees+has+nutritional+and+health%0D%0Abenefits+that+are+good+for+the+body.+Trigona+honey+bees+produce+a+smaller+amount%0D%0Aof+honey+than+Apis+sp.+Apis+sp.+bees+produce+up+to+kilograms+of+honey+per+year%2C%0D%0Awhile+Trigona+honey+bees+produce+approximately+one+kilogram+of+honey+per+year%2C%0D%0Aso+the+price+of+Heterotrigona+itama+honey+is+expensive+and+can+encourage%0D%0Acounterfeiting.+This+study+uses+portable+LED-based+fluorescence+spectroscopy+and%0D%0Athe+SIMCA+method+to+authenticate+Heterotrigona+itama+bee+honey+with+Acacia%0D%0Amangium+and+Calliandra+calothyrsus+nectar+mixed+with+rice+syrup.+The+sampels%0D%0Aused+in+this+study+are+pure+honey+sampels+of+Heterotrigona+itama+with+Acacia%0D%0Amangium+nectar+(MA%2C+n+%3D+50)+and+Calliandra+calothyrsus+nectar+(MC%2C+n+%3D+50)+with%0D%0Aa+total+of+50+sampels+each%2C+in+addition+there+are+120+sampels+for+the+amount+of%0D%0Aadulteration+honey+of+Heterotrigona+itama+with+Acacia+mangium+nectar+(MAC%2C+n%0D%0A%3D+60)+and+Calliandra+calothyrsus+nectar+(MCC%2C+n+%3D+60).+This+tool+is+capable+of%0D%0Ameasuring+emission%2C+absorption+or+transmission+spektra+with+a+range+from+370+to%0D%0A810+nm+with+a+resolution+of+5+nm.+After+obtaining+the+spektra+results%2C+then+make+a%0D%0Amodel+and+test+it+with+PCA+and+SIMCA+methods.+The+results+of+PCA+testing+on+the%0D%0Aoriginal+spektra+of+PC1+and+PC-2+on+MA-MAC+and+MC-MCC+sampels+amounted%0D%0Ato+98%25+and+95%25.+The+best+PCA+results+were+obtained+by+improving+the+spektra%0D%0Ausing+several+treatments%2C+and+obtained+the+improvement+of+MSC+smoothing+moving%0D%0Aaverage+9S+and+smoothing+moving+average+5S+with+the+number+of+PC-1+and+PC-2%0D%0Avalues+of+95%25+and+98%25.+The+results+of+graph+analysis+carried+out+on+MA%2C+MAC%2C%0D%0AMC%2C+MCC%2C+and+SB+sampels+show+that+there+are+three+wave+peaks+at+358+nm%2C+485%0D%0Anm%2Cand+720+nm.+This+indicates+phenolic+compounds%2C+riboflavin%2C+and+chlorophyll.%0D%0AThe+SIMCA+model+classification+results+on%0D%0A%0D%0AMA-MAC+get+anaccuracy%2C+sensitivity+and+specificity+value+of+100%25+and+an+error%0D%0Avalue+of+0%25.+While+the+SIMCA+model+classification+on+MC-MCC+gets+an+accuracy%0D%0Avalue+of+65%25%2C+sensitivity+of+62%2C2%25%2C+specificity+of+100%25+and+an+error+of+35%25.+Based%0D%0Aon+the+ROC+curve+that+explains+the+relationship+between+specificity+and+sensitivity%2C%0D%0Athe+classification+is+very+good+because+it+is+getting+closer+to+the+Y+line+(0%2C1).+So+it%0D%0Acan+classify+between+pure+Heterotrigona+itama+honey+with+Acacia+mangium+nectar%0D%0A(MA)+and+adulteration+honey+(MAC)+very+well.+While+Calliandra+calothyrsus%0D%0Ahoney+(MC)+and+adulteration+honey+(MCC)+are+classified+as+good.%0D%0A%0D%0AKeywords%3A+Heterotrigona+itama+honey%2C+Fluorescence+Spectroscopy%2C+LED%2C%0D%0APortable+LED+Based+Fluorescence+Spectroscopy%2C+rice+syrup%2C+PCA%2C+SIMCA&rft.publisher=FAKULTAS+PERTANIAN&rft.date=2024-07-02&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F86140%2F1%2FABSTRAK%2520-%2520Danang%2520Rahmaddiansyah.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F86140%2F2%2FSKRIPSI%2520-%2520Danang%2520Rahmaddiansyah.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F86140%2F3%2FSKRIPSI%2520TANPA%2520PEMBAHASAN%2520-%2520Danang%2520Rahmaddiansyah.pdf&rft.identifier=++DANANG%2C+RAHMADDIANSYAH++(2024)+AUTENTIKASI+MADU+LEBAH+Heterotrigona+itama+DENGAN+NEKTAR+Acacia+mangium+DAN+Calliandra+calothyrsus+MENGGUNAKAN+PORTABLE+LED-BASED+FLUORESCENCE+SPECTROSCOPY.++FAKULTAS+PERTANIAN%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F86140%2F