Chiang Mai Journal of Science, Faculty of Science, Chiang Mai University

1.0

2023CiteScore

33rd percentile

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:660 Download:297

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: 515 Download:277

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: 1,298 Download:372

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: 1,376 Download:736

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: 999 Download:366

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: 1,068 Download:351

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: 537 Download:347

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: 841 Download:1,537

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: 1,090 Download:1,002

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: 1,088 Download:395

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: 1,746 Download:349

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: 1,252 Download:480

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: 1,359 Download:302

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: 852 Download:474

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: 718 Download:246

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: 747 Download:379

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: 715 Download:387

Manganese peroxidase Plus Cu(salen) Improving Delignification Selectivity of Pulp
page: 1025 - 1034
Author:Xue-Fei Zhou
Vol.47 No.5 (September 2020) View: 1,129 Download:262

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: 677 Download:304

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: 1,176 Download:348

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: 697 Download:267

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: 1,336 Download:252

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: 706 Download:265

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: 1,205 Download:276

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: 712 Download:206

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: 702 Download:254

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: 697 Download:314

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: 692 Download:352

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: 678 Download:264

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: 688 Download:192

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: 687 Download:935

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: 700 Download:215

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: 646 Download:193

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: 734 Download:322

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: 707 Download:225

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: 695 Download:502

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: 656 Download:474

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: 787 Download:449

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: 691 Download:306

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: 631 Download:258

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: 686 Download:184

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: 716 Download:218

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: 874 Download:288

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: 663 Download:832

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: 1,180 Download:403

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: 613 Download:226

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: 641 Download:241

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: 695 Download:297

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: 696 Download:239

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: 636 Download:280

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: 916 Download:400

Wellness, Social Networking, and Algorithms
page: 17 - 30
Author:Raymond Greenlaw
Vol.38 (SPECIAL ISSUE 2011) View: 726 Download:210

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: 698 Download:291

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: 778 Download:237

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: 639 Download:203

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: 629 Download:828

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: 682 Download:262

Modeling Malaria Incidence in North-Western Thailand
page: 403 - 410
Author:Wattanavadee Sriwattanapongse, and Metta Kuning
Vol.36 No.3 (SEPTEMBER 2009) View: 646 Download:209

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: 635 Download:179

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: 799 Download:250

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: 655 Download:201

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: 732 Download:176

Modification of Unrelated Question Randomized Response Model*
page: 49 - 52
Author:Noodchanath Kongchouy and Surin Khanabsakdi**
Vol.29 No.1 (APRIL 2002) View: 643 Download:219

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: 688 Download:188

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: 643 Download:211

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: 666 Download:225

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: 621 Download:224

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: 666 Download:224

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: 731 Download:238

Stochastic Orders in Risk-Based Overbooking
page: 377 - 383
Author:Kannapha Amaruchkul
Vol.37 No.3 (SEPTEMBER 2010) View: 662 Download:236

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

Chiang Mai Journal of Science

Journal Volumes

JOURNAL DETAIL

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

RELATED ARTICLE

Search in this journal

Popular Search

Chiang Mai Journal of Science