Vote for your favorite mineral in #MinCup25! - Kosmochlor vs. Azurite
It's a battle of green vs blue as rare but vibrant chromium-bearing kosmochlor up against the deep blue copper alteration mineral azurite.
Log InRegister
Quick Links : The Mindat ManualThe Rock H. Currier Digital LibraryMindat Newsletter [Free Download]
Home PageAbout MindatThe Mindat ManualHistory of MindatCopyright StatusWho We AreContact UsAdvertise on Mindat
Donate to MindatCorporate SponsorshipSponsor a PageSponsored PagesMindat AdvertisersAdvertise on Mindat
Learning CenterWhat is a mineral?The most common minerals on earthInformation for EducatorsMindat ArticlesThe ElementsThe Rock H. Currier Digital LibraryGeologic Time
Minerals by PropertiesMinerals by ChemistryAdvanced Locality SearchRandom MineralRandom LocalitySearch by minIDLocalities Near MeSearch ArticlesSearch GlossaryMore Search Options
Search For:
Mineral Name:
Locality Name:
Keyword(s):
 
The Mindat ManualAdd a New PhotoRate PhotosLocality Edit ReportCoordinate Completion ReportAdd Glossary Item
Mining CompaniesStatisticsUsersMineral MuseumsClubs & OrganizationsMineral Shows & EventsThe Mindat DirectoryDevice SettingsThe Mineral Quiz
Photo SearchPhoto GalleriesSearch by ColorNew Photos TodayNew Photos YesterdayMembers' Photo GalleriesPast Photo of the Day GalleryPhotography

Nanda, Muhammad Achirul; Amaru, Kharistya; Rosalinda, S.; Novianty, Inna; Park, Tusan (2025) Multi-parameter prediction of oil palm fruit quality through near infrared spectroscopy combined with chemometric analysis. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 343. doi:10.1016/j.saa.2025.126505

Advanced
   -   Only viewable:
Reference TypeJournal (article/letter/editorial)
TitleMulti-parameter prediction of oil palm fruit quality through near infrared spectroscopy combined with chemometric analysis
JournalSpectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
AuthorsNanda, Muhammad AchirulAuthor
Amaru, KharistyaAuthor
Rosalinda, S.Author
Novianty, InnaAuthor
Park, TusanAuthor
Year2025 (December)Volume343
PublisherElsevier BV
DOIdoi:10.1016/j.saa.2025.126505Search in ResearchGate
Generate Citation Formats
Mindat Ref. ID18558380Long-form Identifiermindat:1:5:18558380:4
GUID0
Full ReferenceNanda, Muhammad Achirul; Amaru, Kharistya; Rosalinda, S.; Novianty, Inna; Park, Tusan (2025) Multi-parameter prediction of oil palm fruit quality through near infrared spectroscopy combined with chemometric analysis. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 343. doi:10.1016/j.saa.2025.126505
Plain TextNanda, Muhammad Achirul; Amaru, Kharistya; Rosalinda, S.; Novianty, Inna; Park, Tusan (2025) Multi-parameter prediction of oil palm fruit quality through near infrared spectroscopy combined with chemometric analysis. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 343. doi:10.1016/j.saa.2025.126505
In(2025) Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy Vol. 343. Elsevier BV

References Listed

These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.

FAO. Palm oil production. https://ourworldindata.org/grapher/palm-oil-production, 2023 (accessed 29 May 2024).
USDA. Production - Palm Oil. https://fas.usda.gov/data/production/commodity/4243000, 2024 (accessed 29 May 2024).
Statista. Contribution of the palm oil industry to the gross domestic product (GDP) of Malaysia from 2015 to 2022. https://www.statista.com/statistics/952996/malaysia-palm-oil-share-of-gdp/, 2022 (accessed 29 May 2024).
Sibhatu (2023) Front. Sustainable Food Syst.. Oil palm boom: its socioeconomic use and abuse 7
Not Yet Imported: - journal-article : 10.1080/23322039.2023.2189671

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.scienta.2020.109231

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.11591/ijece.v13i5.pp5397-5405

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Proceedings of the 4th International Seminar on Science and Technology (ISST 2022) - book-chapter : 10.2991/978-94-6463-228-6_17

If you would like this item imported into the Digital Library, please contact us quoting Book ID 9789464632279
Not Yet Imported: - journal-article : 10.18517/ijaseit.14.2.19850

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.3390/s17010052

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.19028/jtep.08.1.9-14

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Novianty (2023) Inf. Process. Agric. Empirical mode decomposition of near-infrared spectroscopy signals for predicting oil content in palm fruits 10, 289
Akbar (2023) Investigation on the Optimal Harvesting Time of Oil Palm Fruit
Edyson (2022) J. Ilm. Pert. Ind. Preprocessing factors affected free fatty acid content in crude palm oil quality 27, 177
Not Yet Imported: - journal-article : 10.14233/ajchem.2015.17810

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Lee (2010) Physics. In situ measurements of complex permittivity and moisture content in oil palm fruits, the european physical journal-applied 49
Ali (2020) Comput. Electron. Agric. Combination of laser-light backscattering imaging and computer vision for rapid determination of oil palm fresh fruit bunches maturity 169
Not Yet Imported: - journal-article : 10.1016/j.jfoodeng.2013.08.011

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1371/journal.pone.0271352

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Jiang (2024) J. Food Meas. Charact. The utility of fourier transform near-infrared spectroscopy to identify geographical origins of chinese pears , 1
Not Yet Imported: - journal-article : 10.3390/horticulturae9010091

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.compag.2011.12.010

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Septiarini (2020) Maturity grading of oil palm fresh fruit bunches based on a machine learning approach
Fu (2019) Inf. Process. Agric. Prediction of the diet nutrients digestibility of dairy cows using Gaussian process regression 6, 396
Not Yet Imported: Ain Shams Engineering Journal - journal-article : 10.1016/j.asej.2022.101942

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.agwat.2023.108596

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Chen (2023) Hydraulic pump fault diagnosis based on improved empirical wavelet transform and kernel extreme learning machine
Not Yet Imported: - journal-article : 10.1007/s11356-023-25221-3

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Márquez (2023) Smart Agric. Tech. ‘In situ’olive ripening monitoritation by low-cost handheld NIR 5
Not Yet Imported: IEEE Transactions on Signal Processing - journal-article : 10.1109/TSP.2013.2265222

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.dsp.2016.09.012

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.5194/soil-6-565-2020

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1111/1750-3841.14467

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.lwt.2017.09.047

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Shenk (2007) CRC Press Application of NIR spectroscopy to agricultural products, in handbook of near-infrared analysis , 365
Beć (2019) A Review of Recent Developments, Frontiers in Chemistry. Breakthrough potential in near-infrared spectroscopy: spectra simulation 7, 48
Lakshmipriya (2023) Wavelet Scattering and Scalogram Visualization Based Human Brain Decoding Using Empirical Wavelet Transform International Journal of Information Technology. 15, 1699
Kamatchi (2024) Journal of the Institution of Engineers (india): Series B. Empirical wavelet transform using MUSIC algorithm for Near-Infrared evaluation of sinusitis , 1
Not Yet Imported: - journal-article : 10.1016/j.measurement.2015.02.044

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
N. A. Semary, A. Tharwat, E. Elhariri et al., Fruit-based tomato grading system using features fusion and support vector machine, presented at the Intelligent Systems' 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications, 2015.
Not Yet Imported: Measurement - journal-article : 10.1016/j.measurement.2010.08.009

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.foodcont.2022.109484

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.2514/1.J058807

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.3390/buildings13010059

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Ricci (2024) Chemom. Intel. Lab. Syst.. Combining algorithm techniques with mechanical and acoustic profiles for the prediction of apples sensory attributes 253
Not Yet Imported: Process Integration and Optimization for Sustainability - journal-article : 10.1007/s41660-023-00331-0

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Nanda (2019) Measurement. Development of termite detection system based on acoustic and temperature signals 147
Not Yet Imported: - journal-article : 10.2478/intag-2014-0022

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.inpa.2016.10.001

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1038/s41598-021-97857-5

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.scienta.2021.110245

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: TELKOMNIKA (Telecommunication Computing Electronics and Control) - journal-article : 10.12928/telkomnika.v22i1.24845

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Budiastra (2024) Agri. Eng.. Non-destructive prediction of oil and free fatty acid of oil palm fruitlets using near-infrared spectroscopy and hybrid calibration method, INMATEH - 73
Nanda (2024) J. Agric. Food Res. Higuchi fractal dimension and deep learning on near-infrared spectroscopy for determination of free fatty acid (FFA) content in oil palm fruit 18
Shiddiq (2024) Bulletin of Electrical Engineering and Informatics. Multispectral imaging and deep learning for oil palm fruit bunch ripeness detection 13, 4168
Not Yet Imported: - proceedings-article : 10.5220/0012434600003636

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Azman (2023) Evolution in Electrical and Electronic Engineering. Grading oil palm fruit bunch using convolution neural network 4, 185
Guspa (2024) Jurnal Teknik Pertanian Lampung (journal of Agricultural Engineering). Non-destructive evaluation of oil and free fatty acid content of oil palm fresh fruit bunch based on thermal properties using Partial Least Square (PLS) 13, 772
V. Mellyana, I. W. Budiastra, Irmansyah et al., Predicting Oil Content of Palm Fruit Based on its Electrical Properties, Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering). 14 (3) (2025) 933-946. Doi: 10.23960/jtep-l.v14i3.933-946.
Not Yet Imported: - journal-article : 10.1364/BOE.500311

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1109/JSEN.2024.3380601

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Wang (2024) IEEE Sens. J.. ZnO-NWs/WS 2-thin layer functionalized TST-based WaveFlex biosensor for rapid detection of food spoilage 24
Lang (2024) Sens. Actuators Rep.. Chitosan-coated iron (III) oxide nanoparticles and tungsten disulfide quantum dots-immobilized fiber-based WaveFlex biosensor for Staphylococcus aureus bacterial detection in real food samples 8
Not Yet Imported: IEEE Sensors Journal - journal-article : 10.1109/JSEN.2024.3384304

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Zhou (2025) IEEE Sens. J.. Smart fiber-optic WaveFlex biosensor with Nano-Interface for acrylamide monitoring in food safety applications


See Also

These are possibly similar items as determined by title/reference text matching only.

 
and/or  
Mindat.org is an outreach project of the Hudson Institute of Mineralogy, a 501(c)(3) not-for-profit organization.
Copyright © mindat.org and the Hudson Institute of Mineralogy 1993-2025, except where stated. Most political location boundaries are © OpenStreetMap contributors. Mindat.org relies on the contributions of thousands of members and supporters. Founded in 2000 by Jolyon Ralph.
To cite: Ralph, J., Von Bargen, D., Martynov, P., Zhang, J., Que, X., Prabhu, A., Morrison, S. M., Li, W., Chen, W., & Ma, X. (2025). Mindat.org: The open access mineralogy database to accelerate data-intensive geoscience research. American Mineralogist, 110(6), 833–844. doi:10.2138/am-2024-9486.
Privacy Policy - Terms & Conditions - Contact Us / DMCA issues - Report a bug/vulnerability Current server date and time: September 9, 2025 17:15:30
Go to top of page