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All Journal Jurnal Ilmu Pertanian Indonesia Jurnal Hortikultura Indonesia Jurnal Penelitian Saintek Agrikultura Indonesian Journal of Applied Sciences Journal of Tropical Soils Jurnal Sains dan Teknologi Jurnal Hortikultura Jurnal Agro Agrivet : Jurnal Ilmu-Ilmu Pertanian dan Peternakan (Journal of Agricultural Sciences and Veteriner) Science and Technology Indonesia Kultivasi Jurnal Pertanian Terpadu Jurnal Biodjati Agrin : Jurnal Penelitian Pertanian SINTECH (Science and Information Technology) Journal Jurnal Teknologi & Industri Hasil Pertanian JURNAL PERTANIAN Paspalum: Jurnal Ilmiah Pertanian Asian Journal of Agriculture Jurnal Dunia Farmasi Agroteknika Agro Bali: Agricultural Journal Jurnal Biogenerasi Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Jurnal Agrinika : Jurnal Agroteknologi dan Agribisnis Jurnal Farmagazine Medfarm: Jurnal Farmasi dan Kesehatan Jurnal Gizi Kerja dan Produktivitas International Journal Mathla'ul Anwar of Halal Issues Tirtayasa Medical Journal
Kusumiyati
Agriculture Faculty, Padjadjaran University
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Veterinary Other

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Journal : Jurnal Biodjati

 1 
Non-Destructive Classification of Fruits Based on Vis-nir Spectroscopy and Principal Component Analysis Kusumiyati Kusumiyati; Yuda Hadiwijaya; Ine Elisa Putri
Jurnal Biodjati Vol 4, No 1 (2019): May
Publisher : UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/biodjati.v4i1.4389

Abstract

Fruits are one of the sources of nutrition needed for health. Fruit quality is generally assessed by physical and chemical properties. Measurement of fruit internal quality is usually done by destructive techniques. Ultraviolet, visible and near-infrared (UV-Vis-NIR) spec-troscopy is a non-destructive technique to measure fruit quality. This technique can rapidly measure the fruit quality, the measured fruit still remains intact, and can be marketed. Besides, UV-Vis-NIR spectrosco-py can also be used to classify fruits. The study aimed to classify var-ious types of fruits using UV-Vis-NIR spectroscopy with wavelengths of 300-1041 nm and Principal Component Analysis (PCA). First de-rivative savitzky-golay with 9 smoothing points (dg1) and multiplica-tive scatter correction (MSC) were applied to correct the spectra. The results showed that the use of uv-vis-nir spectroscopy and PCA com-bined with spectra pre-treatment of the MSC method were able to clas-sify various types of fruits with 100% success rate in all fruit samples including sapodilla, ridge gourd, mango, guava, apple and zucchini. 
Co-Authors A Zulkifli A. Nurfitriana A. Nurfitriana, A. A.A. Ketut Agung Cahyawan W Abdilah, Nurullah Asep Ade Risti Oktavia Ade Risti Oktavia Agus Arip Munawar Ahmad Fauzi Ahmad Ni’matullah Al Baarri Ahmad Saddam Amelia Amelia ANNE NURAINI Ardika Albi Fauzi Arif Affan Wicaksono Aris Ma’ruf Aris Ma’ruf Aris Ma’ruf Desi Trisnawati Desi Trisnawati Desi Trisnawati Diding Suhandy Diky Indrawibawa Dinnur Afiifah Dinnur Afiifah, Dinnur Diyan Yunanto Setyaji diyan Yunanto Setyaji Diyan Yunanto Setyaji Diyan Yunanto Setyaji Endang Safitri Erni Suminar Fajar Hidayanto Fajar Hidayanto Fajrianti Anandya Habibah Farida Farida Farida Farida Farida Farida Farida Farida Fathi Rufaidah Fernanda Desmak Pertiwi Fernanda Desmak Pertiwi Fernanda Desmak Pertiwi Firman Rezaldi Firman Rezaldi Firman Rezaldi Firman Rezaldi Firman Rezaldi Firman Rezaldi Firman Rezaldi Firman Rezaldi Firman Rezaldi Grace Pratiwi Manurung Gustiono Tegar Prasetyo Haifa Ruwaidah Hari Hariadi Ine Elisa Putri Ine Elisa Putri Ine Elisa Putri Ine Elisa Putri Ine Elisa Putri Ine Elisa Putri Ine Elisa Putri, Ine Elisa Jajang Sauman Hamdani Kurniasari, Indah Lilis Sugiarti M Faizal Fathurrohim M. Fariz Fadillah M. Fariz Fadillah M. Fariz Fadillah M. Fariz Fadillah Meinilwita Yulia Meinilwita Yulia Meinilwita Yulia Mubarok S Muhammad Abdilah Hasan Qonit Muhammad Abdillah Hasan Qonit Muhammad Faizal Fathurrohim Muhammad Nur N. Raniska N. Raniska, N. Nedya Deninta Nedya Deninta Nedya Deninta Noladhi Wicaksana Oktavia Ade Risti Oktavia, Ade Risti Poniyah Andayaningsih Resti Nurjanah Retna Yulrosly Ningtias Rika Bhernike Sitepu Risa Nurul Falah Risa Nurul Falah S. Puspadewi S. Puspadewi, S. Sasmita, Heny Siska Dwi Anggraeni Siti Suharyatun Somantri, Ucu Wandi Sri Waluyo Sumadi Sumadi Sumadi Sumadi Suyamto Suyamto Syarief Aanisah Lutfiyyah SYARIFUL MUBAROK Tengku Sabrina Tino M Onggo Tino Mutiarawati Onggo Tino Mutiarawati Onggo Tino Mutiarawati Onggo Tino Mutiarawati Onggo Titin Sulastri Usman Setiawan Uum Umiyati Uum Umiyati Wahyu Ferdiyansyah Wawan Sutari Yayan Sumekar Yayat Rochayat Suradinata Yuda Hadiwijaya Yuda Hadiwijaya Yuda Hadiwijaya Yulia, Meinilwita Yuliana Kolo Yussi Rabani Zulfatunnisa Zulfatunnisa