1.3
2024CiteScore
 
49th percentile
Powered by  Scopus

SCImago Journal & Country Rank












Journal Volumes


Submit your paper
Download Template

  JOURNAL DETAIL



Prediction Models for Shelf Life of Pumpkin Crackers in Different Packages Based on Its Moisture Content


Paper Type 
 Contributed Paper
Title 
 Prediction Models for Shelf Life of Pumpkin Crackers in Different Packages Based on Its Moisture Content
Author 
 Pornchai Rachtanapun, Nantaporn Kumsuk, Kasame Thipo and Panicha Lorwatcharasupaporn
Email 
 m.i.kozgar@gmail.com
Abstract:
The effect of moisture content on shelf life of pumpkin crackers in four types of packages [high density polyethylene (HDPE), oriented polypropylene (OPP), polyvinilidine chloride (PVDC) and metallized aluminum pouches] was investigated. Since using a sensory test for shelf  life determination is costly, our model was developed to predict this quantity.  Samples were placed in different percentages of relative humidity (35.5, 44.5, 65.1, 76.4 and 79 %) to study their moisture adsorption behavior.  The sorption isotherm curve was used to determine critical moisture content (Mc) and the water vapor transmission rate (WVTR) of the pouches was measured. The standard models (constant, linear, middle point, log and GuggenheinAnderson-de Boer (GAB) model were tested for shelf life prediction accuracy.  The most suitable model for pumpkin crackers was the middle point model which had a discrepancy between the shelf life of the pumpkin crackers in the HDPE sensory test and the model of less than 8.7%.
Start & End Page 
 410 - 420
Received Date 
 2009-03-13
Revised Date 
Accepted Date 
 2009-08-27
Full Text 
   Download
Keyword 
 Model, shelf life, cracker, packages, moisture content
Volume 
 Vol.37 No.3 (SEPTEMBER 2010)
DOI 
Citation 
 Rachtanapun P., Kumsuk N., Thipo K. and Lorwatcharasupaporn P., Prediction Models for Shelf Life of Pumpkin Crackers in Different Packages Based on Its Moisture Content , Chiang Mai Journal of Science, 2010; 37(3): 410-420.
SDGs
View:678 Download:317

  RELATED ARTICLE

Enhancement of Antioxidant Activity and Inhibition of Polyphenol Oxidase from Green Oak Lettuce by Chitosan-Encapsulated Rambutan (Nephelium lappaceum L.) Peel Extract
Article ID: e2025035
Author:Panita Kongsune, Kittisak Sangthongchin, Phasin Ampha, Manee Maneechote and Netnapa Chana
Vol.52 No.4 (July 2025) View: 207 Download:1
A Rhizobacterium Kitasatospora nipponensis Demonstrates Antifungal Activity against Basal Stem Rot Disease and Promotes Plant Growth in Oil Palm (Elaeis guineensis) Seedlings
Article ID: e2025033
Author:Anurag Sunpapao, Supaporn Pithakkit and Prisana Wonglom
Vol.52 No.3 (May 2025) View: 201 Download:141
Responses of Khao Dawk Mali 105 and Pathum Thani 1 Rice to Different Soil Moisture Regimes on Physiological Traits and Productivity
Article ID: e2024080
Author:Saranyapath Pairintra, Sodchol Wonprasaid and Thitiporn Machikowa
Vol.51 No.5 (September 2024) View: 557 Download:289
Exploring the Sound Absorption and Sound Insulation Capabilities of Natural Fiber Composites: Nipa Palm Peduncle Fiber
Article ID: e2024034
Author:Purintorn Chanlert, Polphat Ruamcharoen and Thanate Kerdkaew
Vol.51 No.3 (May 2024) View: 1,366 Download:404
Advancing Sustainable Solutions: Exploring United Atom Model for Efficient Molecular Dynamics Simulation of Poly-ethylene Vanillic (PEV) Polymer
Article ID: e2024013
Author:Mattanun Sangkhawasi, Tawun Remsungnen, Chonnikan Hanpaibool, Rungtiva P. Poo-arporn, Alisa S. Vangnai and Thanyada Rungrotmongkol
Vol.51 No.2 (March 2024) View: 1,414 Download:1,065
Predicting the Potential Distribution Areas of the Asian Redtail Catfish (Hemibagrus wyckioides Fang and Chaux, 1949) in the Chao Phraya River, Thailand, using Maximum Entropy Modelling
Article ID: e2024018
Author:Anupong Saeng-arun and Wut Taksintum
Vol.51 No.1 (January 2024) View: 1,030 Download:399
Modelling Microbial Nitrification and Exploring Nonlinear Mechanism by Dynamical Complexity
Article ID: e2024001
Author:Xiumin Zhang and Huayong Zhang
Vol.51 No.1 (January 2024) View: 1,108 Download:388
Soc Estimation of Li-ion Battery Based on Adaptive CKF Algorithm
Article ID: e2023063
Author:Zhengjun Huang, Yu Chen and Meifang Zhou
Vol.50 No.6 (November 2023) View: 564 Download:373
Drying Characteristics and Mitragynine Content of Kratom Leaves
Article ID: e2023059
Author:Juntima Chungsiriporn, Prukraya Pongyeela, Nirana Chairerk, Jutarut Iewkittayakorn and Wiriya Duangsuwan
Vol.50 No.6 (November 2023) View: 937 Download:1,734
Future Projections of Precipitation and Temperature in Northeast, Thailand using Bias-Corrected Global Climate Models
Article ID: e2023041
Author:Wittanan Tammadid, Ketmanee Nantasom, Wichayaporn Sirksiri, Supika Vanitchung, Chaiwatchara Promjittiphong, Atsamon Limsakul and Phongthep Hanpattanakit
Vol.50 No.4 (July 2023) View: 1,154 Download:1,099
Analytical Formula for Conditional Moments of Extended Heston-CEV Hybrid Model with Time-dependent Parameters
Article ID: e2023022
Author:Promsiri Anunak, Petarpa Boonserm and Udomsak Rakwongwan
Vol.50 No.3 (May 2023) View: 1,110 Download:420
Experimental and Semi-Phenomenological Investigation on Sound Absorption Performance of Natural Granular Sound Absorber: A Case Study on Rice Bran Composites
Article ID: e2023015
Author:Purintorn Chanlert, Wiparat Manoma, Aneeta Jintara, Thanate Kerdkaew and Thana Sutthibutpong
Vol.50 No.2 (March 2023) View: 1,793 Download:370
Habitat Prediction and Knowledge Extraction from Musa gracilis Holttum with Limited Data
page: 1050 - 1062
Author:Thanayut Changruenngam, Sasivimon Chomchalow Swangpol and Jantrararuk Tovaranonte
Vol.49 No.4 (July 2022) View: 1,283 Download:528
Shear-Flexure-Interaction Frame Element Inclusion of Bond-Slip Effect for Seismic Analysis of Non-Ductile RC Columns
page: 14 - 26
Author:Worathep Sae-Long, Suchart Limkatanyu and Nattapong Damrongwiriyanupap
Vol.49 No.1 (Special Issue I : Jan 2022) View: 1,392 Download:326
A Mathematical Model for Leaf Brown Spot Disease of Rice with Standard Incidence Rate
page: 931 - 941
Author:Suprawee Lertnaweephorn and Usa Humphries
Vol.48 No.3 (Special Issue I : May 2021) View: 881 Download:498
Molecular Modeling Study on Inhibitor Binding Site Behavior of Sirtuin 7 and Other Sirtuin Isoforms
page: 470 - 488
Author:Adi Suwandi and Daryono Hadi Tjahjono
Vol.48 No.2 (March 2021) View: 746 Download:255
Models for Retailers’ Supply Strategies Aimed at Individual Customers under the Essential Demand Pattern
page: 263 - 275
Author:Zhiyi Zhuo*, Shuhong Chen, Hong Yan and Yue He
Vol.48 No.1 (January 2021) View: 765 Download:394
Transformation of Lignin Model Compound and Lignin by Graphene Oxide Immobilized Laccase
page: 176 - 184
Author:Xue-Fei Zhou*
Vol.48 No.1 (January 2021) View: 737 Download:401
Manganese peroxidase Plus Cu(salen) Improving Delignification Selectivity of Pulp
page: 1025 - 1034
Author:Xue-Fei Zhou
Vol.47 No.5 (September 2020) View: 1,152 Download:272
Climate Change Impact on Sandy Beach Erosion in Thailand
page: 960 - 974
Author:Hiripong Thepsiriamnuay and Nathsuda Pumijumnong*
Vol.46 No.5 (September 2019) View: 697 Download:310
Open Source Library-based 3D Face Point Cloud Generation
page: 1875 - 1887
Author:Bulent Bayram, Taskin Ozkan, Hatice Catal Reis, Tolga Bakirman, Ibrahim Cetin and Dursun Zafer Seker
Vol.45 No.4 (July 2018) View: 1,222 Download:365
Characterization and Expression Analysis of the STAT Pathway in Anopheles dirus
page: 1728 - 1744
Author:Jonathan Wee Kent Liew, Cherng Shii Leong, Meng Li Wong, Indra Vythilingam, Mun Yik Fong and Yee Ling Lau
Vol.45 No.4 (July 2018) View: 720 Download:276
Concurrent Optimization of Decolorization, COD Removal, and Their Costs in Response to Photocatalytic Degradation Integrating Experimental Designs, Artificial Immune System, and Empirical Modeling
page: 1460 - 1470
Author:Musa Buyukada*, Mirac Eryigit and Fatih Evrendilek
Vol.45 No.3 (May 2018) View: 1,361 Download:262
On the 3-Component Mixture of Exponential, Rayleigh and Burr Type-XII Distributions: A Simulation Study in Bayesian Framework
page: 1161 - 1180
Author:Muhammad Tahir*, Muhammad Aslam, Zawar Hussain and Akbar Ali Khan
Vol.45 No.2 (March 2018) View: 723 Download:389
Preparation of Eco-friendly and Low-cost Activated Carbon from Gracilaria corticata Seaweeds for the Removal of Crystal Violet Dye from Aqueous Solution: Equilibrium and Modeling Studies
page: 1039 - 1051
Author:Duraipandian Jayganesh, Rengasamy Tamilarasan*, Muthiyan Kumar, Mani Murugavelu and Vadivelu Sivakumar
Vol.45 No.2 (March 2018) View: 1,239 Download:283
Utilization of (Modified-) Ground Hazelnut Shells for Adsorption of Azo-metal Toxic Dyes: Empirical and ANFIS Modeling and Optimization
page: 342 - 354
Author:Musa Buyukada, Sibel Uzuner and Fatih Evrendilek
Vol.45 No.1 (January 2018) View: 737 Download:212
Solving large systems arising from fractional model by preconditioned methods
page: 1769 - 1780
Author:Reza Khoshsiar Ghaziani, Mojtaba Fardi and Mehdi Ghasemi
Vol.44 No.4 (October 2017) View: 723 Download:287
Effect of Cell Temperatures and Flow-Field Patterns of Bipolar Plate Electrodes on the Performance of Proton Exchange Membrane Fuel Cell by Computational Simulation
page: 1676 - 1685
Author:Lirada Saraihom, Kridsanapan Srimongkon, Chesta Ruttanapun, Apishok Tangtrakarn,Narit Faibut, Pika
Vol.44 No.4 (October 2017) View: 726 Download:326
Investigation of Metastable Zone Width and Nucleation Kinetics of 2-cyanoguanidine by Cooling Crystallization
page: 1633 - 1645
Author:Ning Zhang, Yongsheng Ren*, Chengqi Liu and Haipeng Zhao
Vol.44 No.4 (October 2017) View: 721 Download:360
Assessing Frailty Survival Models in Describing Variations Caused by Unobserved Covariates
page: 1191 - 1200
Author:Walaithip Bunyatisai, Sukon Prasitwattanaseree and Lily Ingsrisawang*
Vol.44 No.3 (July 2017) View: 704 Download:270
The Semi-parametric Prediction in Nonlinear-autoregressive Model for Annual Ring Width of Pinus eldarica
page: 715 - 720
Author:Majid Kiaei* [a], Seyyad Javad Mortazavi [b] and Maryam Veylaki
Vol.44 No.2 (April 2017) View: 731 Download:207
Comparison of the Model Selection Criteria for Multiple Regression Based on Kullback-Leibler’s Information
page: 699 - 714
Author:Warangkhana Keerativibool* [a] and Pachitjanut Siripanich [b]
Vol.44 No.2 (April 2017) View: 703 Download:941
Design and Synthesis of Caffeic Amides by Structure-based Approaches
page: 617 - 629
Author:Chawannuch Mudjupa [a,b], Sewan Theeramunkong [c], Opa Vajragupta* [a]
Vol.44 No.2 (April 2017) View: 745 Download:254
Polyaniline/wheat Husk Ash Nanocomposite Preparation and Modeling Its Removal Activity with an Artificial Neural Network
page: 533 - 543
Author:Fatemeh Ghanbary* [a] and Ahmed Jafarian [b]
Vol.44 No.2 (April 2017) View: 664 Download:198
Landslide Susceptibility Mapping: Effect of Spatial Resolution towards the Prediction of Landslide Prone Area in a Tropical Catchment
page: 494 - 507
Author:Wan Nor Azmin Sulaiman [a], Mohd Hafiz Rosli * [a,b], Mohd Armi Abu Samah [a] and Mohd Khairul Amr
Vol.44 No.2 (April 2017) View: 758 Download:333
Comparative Investigation of Ferromagnetic Hysteresis Properties of Ising and Heisenberg Thin-films: The Mean-Field Analysis
page: 255 - 266
Author:Chumpol Supatutkul, Atchara Punya and Yongyut Laosiritaworn*
Vol.44 No.1 (JANUARY 2017) View: 742 Download:232
Kinetic Study of Ibuprofen Release from a pH- and Temperature-sensitive Hydrogel, Based on Poly(styrene-alt-maleic anhydride) Copolymer
page: 224 - 236
Author:Morteza Bahram, Fariba Hoseinpour, Naimeh Mohseni and Peyman Najafi-Moghaddam
Vol.44 No.1 (JANUARY 2017) View: 721 Download:561
Application of Radial Basis Function Neural Networks for Modeling Rainfall-Runoff Processes: A Case Study of Semenyih River catchment, Malaysia
page: 1358 - 1367
Author:Nadeem Nawaz*[a,c], Sobri Harun [a], Rawshan Othman [b], Arien Heryansyah [a]
Vol.43 No.6 (SPECIAL ISSUE 2) View: 680 Download:481
Effect of Nano-silica Addition on the Mechanical Properties and Thermal Conductivity of Cement Composites
page: 1159 - 1169
Author:Pongsak Jittabut [a], Supree Pinitsoontorn* [b], Prasit Thongbai [b], Vittaya Amornkitbamrung [b] and Prinya Chindaprasirt [c]
Vol.43 No.5 (OCTOBER 2016) View: 833 Download:476
Molecular Docking Study of Mycobacterium tuberculosis Dihydrofolate Reductase in Complex with 2,4-diaminopyrimidines Analogues
page: 931 - 945
Author:Pimonluck Sittikornpaiboon [a], Pisanu Toochinda [a], Chawanee Thongpanchang [b], Ubolsree Leartsakulpanich [b] and Luckhana Lawtrakul* [a]
Vol.43 No.5 (OCTOBER 2016) View: 709 Download:318
Clustering and Forecasting Maximum Temperature of Australia
page: 904 - 914
Author:Wandee Wanishsakpong*[a], Khairil Anwar Notodiputro [b] and Nittaya McNeil [c]
Vol.43 No.4 (JULY 2016) View: 651 Download:263
A Multigroup SEIR Epidemic Model with Vaccination on Heterogeneous Network
page: 897 - 903
Author:Pichit Boonkrong*[a] and Teerawat Simmachan [b]
Vol.43 No.4 (JULY 2016) View: 706 Download:212
Model-free Kinetic Analysis of Thermal Degradation of Polystyrene and High-Density Polyethylene Blends
page: 296 - 305
Author:Kasawat Tippaha, Nichaphat Jittangkoon and Parimanan Cherntongchai*
Vol.43 No.2 (SPECIAL ISSUE 1) View: 738 Download:228
Yrast States and B(E2) Values of Even 100-102Ru Isotopes Using Interacting Boson Model (IBM-1)
page: 996 - 1004
Author:Imam Hossain, Imad Mamdouh Ahmed, Fadhil Ismail Sharrad, Hewa Yasen Abdullah, Adie Dawood Salman and Nawras Al-Dahan
Vol.42 No.4 (OCTOBER 2015) View: 902 Download:303
Model Selection Criterion Based on Kullback-Leibler’s Symmetric Divergence for Simultaneous Equations Model
page: 761 - 773
Author:Warangkhana Keerativibool and Jirawan Jitthavech
Vol.42 No.3 (JULY 2015) View: 688 Download:838
Modeling and Optimization of Removal of Rhodamine – B from Wastewaters by Adsorption on Modified Clay
page: 1230 - 1240
Author:Morteza Bahram, Robabeh Talebi, Abdolhossein Naseri* , Sirous Nouri
Vol.41 No.5/2 (OCTOBER 2014) View: 1,197 Download:423
Modeling Incidence Rates of Terrorism Injuries in Southern Thailand
page: 743 - 749
Author:Sumpunt Khongmark*[a] and Metta Kuning [b]
Vol.40 No.4 (OCTOBER 2013) View: 628 Download:235
Numerical Simulation for Multi-asset Derivatives Pricing Under Black-Scholes Model
page: 725 - 735
Author:Farshid Mehrdoust, Kianoush Fathi Vajargah and Asghar Rahimi
Vol.40 No.4 (OCTOBER 2013) View: 659 Download:247
Logistic Models and Algorithms for a Biomass Transportation System
page: 459 - 470
Author:Pidchaporn Panyoyai, Chulin Likasiri*, Pachara Tinamas and Wetchayan Rangsri
Vol.40 No.3 (JULY 2013) View: 717 Download:306
Evaluation of Precipitation Simulations over Thailand using a WRF Regional Climate Model
page: 623 - 638
Author:Chakrit Chotamonsak *[a], Eric P. Salathé Jr. [b], Jiemjai Kreasuwan [c] and Somporn Chantara [a]
Vol.39 No.4 (OCTOBER 2012) View: 728 Download:244
Weather Research and Forecasting (WRF) Model Performance for a Simulation of the 5 November 2009 Heavy Rainfall over Southeast of Thailand
page: 511 - 523
Author:Sukrit Kirtsaeng*[a,b],JiemjaiKreasuwun[b], Somporn Chantara[a], Supap Kirtsaeng[c],Pattara Sukthawe
Vol.39 No.3 (JULY 2012) View: 665 Download:288
Effects of Packaging Types and Storage Temperatures on the Shelf Life of Fresh Rice Noodles under Vacumm Conditions
page: 579 - 589
Author:Pornchai Rachtanapun and Thitima Tangnonthaphat
Vol.38 No.4 (OCTOBER 2011) View: 949 Download:410
Wellness, Social Networking, and Algorithms
page: 17 - 30
Author:Raymond Greenlaw
Vol.38 (SPECIAL ISSUE 2011) View: 753 Download:217
Shelf Life Study of Salted Crackers in Pouch by Using Computer Simulation Models
page: 209 - 218
Author:Pornchai Rachtanapun
Vol.34 No.2 (MAY 2007) View: 743 Download:305
Atmospheric Dynamics of the Tropical Storm Vicente
page: 171 - 182
Author:Chainarong Raktham, Jiemjai Kreasuwun, and Wonchai Promnopas
Vol.34 No.2 (MAY 2007) View: 802 Download:246
A Numerical Study of Gas Jets in Confined Swirling Air Flow
page: 255 - 270
Author:Smith Eiamsa-ard*[a] and Pongjet Promvonge [b]
Vol.33 No.3 (SEPTEMBER 2006) View: 656 Download:210
Nonlinear Model-Based Control for Parabolic Partial Differential Equations Systems
page: 221 - 228
Author:Atthasit Tawai and Chanin Panjapornpon
Vol.35 No.1 (JANUARY 2008) View: 658 Download:837
Model Analysis: A Quantum Approach to Analyze Student Understanding
page: 24 - 32
Author:Pornrat Wattanakasiwich, and Supon Ananta
Vol.36 No.1 (JANUARY 2009) View: 701 Download:274
Modeling Malaria Incidence in North-Western Thailand
page: 403 - 410
Author:Wattanavadee Sriwattanapongse, and Metta Kuning
Vol.36 No.3 (SEPTEMBER 2009) View: 662 Download:217
Mean-Field Analysis of the Ising Hysteresis Relaxation Time
page: 263 - 275
Author:Yongyut Laosiritaworn, Atchara Punya, Supon Ananta, and Rattikorn Yimnirun
Vol.36 No.3 (SEPTEMBER 2009) View: 659 Download:193
Dispersion of Particulate Matter (PM10) from Forest Fires in Chiang Mai Province, Thailand
page: 39 - 47
Author:Teerachai Amnauylawjarurn, Jiemjai Kreasuwun, Sripen Towta, and Kingkeo Siriwitayakorn
Vol.37 No.1 (JANUARY 2010) View: 825 Download:257
Methods for Modeling Incidence Rates with Application to Pneumonia Among Children in Surat Thani Province, Thailand
page: 29 - 38
Author:Noodchanath Kongchouy, Chamnein Choonpradub, and Metta Kuning
Vol.37 No.1 (JANUARY 2010) View: 693 Download:207
New Estimator for an Unknown Mean Gaussian AR(1) Process with Additive Outliers
page: 14 - 20
Author:Wararit Panichkitkosolkul
Vol.37 No.1 (JANUARY 2010) View: 752 Download:184
Modification of Unrelated Question Randomized Response Model*
page: 49 - 52
Author:Noodchanath Kongchouy and Surin Khanabsakdi**
Vol.29 No.1 (APRIL 2002) View: 667 Download:228
Multi-Tier Propagation Delay and Blocking Reduction Strategies for Output-Buffers in Integrated Service Networks
page: 131 - 139
Author:Shamala Subramaniam, Mohd Y.M. Saman, Mohamed Othman and Rozita Johari
Vol.28 No.2 (DECEMBER 2001) View: 713 Download:197
Thermal Expansion Model of an Anisotropic Ceramic Disc with Central Hole
page: 114 - 118
Author:Pisith Singjai and Tawee Tunkasiri
Vol.27 No.2 (DECEMBER 2000) View: 663 Download:221
Activation Function of Sigmoid and Hyperbolic Tangent in Training Backpropagation Model - (A Comparison)
page: 57 - 64
Author:Maslina Darus[a], Rokiah Ahmad[a], and Siti Mariyam Hj. Shamsuddin[b]
Vol.27 No.1 (JUNE 2000) View: 696 Download:233
Monte Carlo Investigation of Ferromagnetic Properties Under Compressive Stress
page: 252 - 259
Author:Yongyut Laosiritaworn, Supon Ananta, and Rattikorn Yimniruns
Vol.37 No.2 (MAY 2010) View: 638 Download:235
Estimation of Functional Relationship Model for Circular Variables and Its Application in Measurement Problems
page: 195 - 205
Author:Siti F. Hassan, Abdul G. Hussin and Yong Z. Zubairi
Vol.37 No.2 (MAY 2010) View: 689 Download:234
Mesoscale Simulation of a Very Heavy Rainfall Event over Mumbai Using the Weather Research and Forecasting (WRF) Model
page: 429 - 442
Author:Sukrit Kirtsaeng, Somporn Chantara, and Jiemjai Kreasuwun
Vol.37 No.3 (SEPTEMBER 2010) View: 761 Download:247
Stochastic Orders in Risk-Based Overbooking
page: 377 - 383
Author:Kannapha Amaruchkul
Vol.37 No.3 (SEPTEMBER 2010) View: 687 Download:254



Search in this journal


Document Search


Author Search

A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z

Popular Search






Chiang Mai Journal of Science

Faculty of Science, Chiang Mai University
239 Huaykaew Road, Tumbol Suthep, Amphur Muang, Chiang Mai 50200 THAILAND
Tel: +6653-943-467




Faculty of Science,
Chiang Mai University




EMAIL
cmjs@cmu.ac.th




Copyrights © Since 2021 All Rights Reserved by Chiang Mai Journal of Science