Abstract
Roasting is an important step in the processing of pistachio nuts. The effect of hot air roasting temperature (90, 120 and 150 °C), time (20, 35 and 50 min) and air velocity (0.5, 1.5 and 2.5 m/s) on textural and sensory characteristics of pistachio nuts and kernels were investigated. The results showed that increasing the roasting temperature decreased the fracture force (82–25.54 N), instrumental hardness (82.76–37.59 N), apparent modulus of elasticity (47–21.22 N/s), compressive energy (280.73–101.18 N.s) and increased amount of bitterness (1–2.5) and the hardness score (6–8.40) of pistachio kernels. Higher roasting time improved the flavor of samples. The results of the consumer test showed that the roasted pistachio kernels have good acceptability for flavor (score 5.83–8.40), color (score 7.20–8.40) and hardness (score 6–8.40) acceptance. Moreover, Partial Least Square (PLS) analysis of instrumental and sensory data provided important information for the correlation of objective and subjective properties. The univariate analysis showed that over 93.87 % of the variation in sensory hardness and almost 87 % of the variation in sensory acceptability could be explained by instrumental texture properties.
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References
Bourne MC (2002) Food texture and viscosity: concept and measurement. Elsevier Science and Technology Books, New York
Buckholz LL, Daun H, Stier E, Trout R (1980) Influence of roasting time on sensory attributes of fresh roasted peanuts. J Food Sci 45:547–554
Carcel LM, Bon J, Acuna L, Nevares I, del Alamo M, Crespo R (2012) Moisture dependence on mechanical properties of pine nuts from Pinus pinea L. J Food Eng 110:294–297
Cea TR, Karwowski J, Wang CY, Winfrey DC (2008) Process to Enhance Flavour of Roasted Nuts and Products with Modified Texture. United States Patent Application, No. 20,080,008,803.
Dogan DA, Cronin K (2004) The thermal kinetics of texture change and the analysis of texture variability for raw and roasted hazelnuts. Int J Food Sci Technol 39:371–383
Emily LB, Terri DB, Lester AW (2009) Effect of cultivar and roasting method on composition of roasted soybeans. J Sci Food Agric 89(5):821–826
Food and Agriculture Organization of the United Nations (FAO) (2012) Available at: (http://www.fao.org).
Gamli OF, Hayaoglu I (2007) The effect of the different packaging and storage conditions on the quality of pistachio nut paste. J Food Eng 78:443–448
Gharibzahedi SMT, Mousavi SM, Hamedi M, Khodaiyan F (2012) Comparative analysis of new Persian walnut cultivars: nut/kernel geometrical, gravimetrical, frictional and mechanical attributes and kernel chemical composition. Sci Hortic-AMSTERDAM 135:202–209
Goktas Seyhan F (2003) Effect of soaking on salting and moisture uptake of pistachio nuts (Pistachia vera L.) from Turkiye. GIDA 28(4):395–400
González Viñas MA, Ballesteros C, Martín-Alvarez PJ, Cabezas L (2007) Relationship between sensory and instrumental measurements of texture for artisanal and industrial Manchego cheeses. J Sens Stud 22:462–476
Jokanovića MR, Džinića NR, Cvetkovićb BR, Grujićc S, Odžakovićc B (2012) Changes of physical properties of coffee beans during roasting. APTEFF 43:1–342
Kahyaoglu T, Kaya S (2006) Modelling of moisture, color and texture changes in sesame seeds during the conventional roasting. J Food Eng 75(2):167–177
Karaj S, Müller J (2010) Determination of physical, mechanical and chemical properties of seeds and kernels of Jatropha curcas L. Ind Crop Prod 32:129–138
Kita A, Figiel A (2006) The effect of roasting on the texture of walnuts. Acta Agrophysica 7(1):87–97
Lee CM, Resurreccion AVA (2006) Predicting sensory attribute intensities and consumer acceptance of stored roasted peanuts using instrumental measurements. J Food Qual 29(4):319–338
Manuwa SI, Muhammad HA (2011) Effects of moisture content and compression axis on mechanical properties of Shea kernel. J Food Eng 105:144–148
Maridula D, Goyal RK, Bhargav VK, Manikantan MR (2007) Effect of roasting on texture, colour and acceptability of soybean for making sattu. Am J Food Technol 2(4):265–272
Martens M, Martens H (1986) Partial least squares regression. In: Piggott JR (ed) Statistical procedures in food research. Elsevier Applied Science, London
Maskan M, Karatas S (1998) Fatty acid oxidation of pistachio nuts stored under various atmospheric conditions and different temperatures. J Sci Food Agric 77:334–340
Mayer KP (1985) Infrared roasting of nuts, particularly hazelnuts. Confectionary Production 51:313–314
Mazumder P, Roopa BS, Bhattacharya S (2007) Textural attributes of a model snack food at different moisture contents. J Food Eng 79:511–516
McDaniel KA, White BL, Dean LL, Sanders TH, Davis JP (2012) Compositional and mechanical properties of peanuts roasted to equivalent colors using different time/temperature combinations. J Food Sci 1.1.2012.
Meilgaard M, Civille GV, Thomas Carr B (1999) Sensory Evaluation Techniques, Third edn. CRC Press, Boca Raton, New York
Moss JR, Otten L (1989) A relationship between color development and moisture content during roasting of peanuts. Canadian Institute of Food Science and Technology 22:34–39
Nazari Galedar M, Mohtasebi SS, Tabatabaeefar A, Jafari A, Fadaei H (2009) Mechanical behavior of pistachio nut and its kernel under compression loading. J Food Eng 95:499–504
Nazari Galedar M, Tabatabaeefar A, Jafari A, Sharifi A, Mohtasebi SS, Fadaei H (2010) Moisture dependent geometric and mechanical properties of wild pistachio (Pistacia vera L.) nut and kernel. Int J Food Prop 13:1323–1338
Nikzadeh V, Sedaghat N (2008) Physical and sensory changes in pistachio nuts as affected by roasting temperature and storage. Am Eurasian J Agric Environ Sci 4:478–483
Ozdemir M (2001) Mathematical analysis of color changes and chemical parameters of roasted hazelnuts, PhD thesis, Istanbul technical university, Institute of science and technology, Turkey.
Özdemir M, Devres O (2000) Kinetics of colour changes of hazelnuts during roasting. J Food Eng 44:31–38
Pittia P, Dalla Rosa M, Lerici CR (2001) Textural changes of coffee beans as affected by roasting conditions. Lebensm Wiss Technol 34:168–175
Polat R, Aydin C, Erol Ak B (2007) Some physical and mechanical properties of pistachio nut. Bulg J Agric Sci 13:237–246
Powell J (2004) Evaluation of Initial Flavor Fade in Roasted Peanuts using Sensory Analysis, Gas Chromatography-Olfactometry, Gas Chromatography-Flame Ionization Detection and Chemosensory Techniques, PhD thesis, Faculty of Virginia Polytechnic Institute and State University, Blacksburg, USA.
Raei M, Mortazavi A, Pourazarang H (2009) Effects of packaging materials, modified atmospheric conditions and storage temperature on physicochemical properties of roasted pistachio nut. Food Anal Methods 3:129–132
Razavi SMA, Edalatian MR (2012) Effect of moisture content and compression axis on physical and mechanical properties of pistachio kernel. Int J Food Prop 15:507–517
Saklar S, Ungan S, Katnas S (1999) Instrumental crispness and crunchiness of roasted hazelnuts and correlations with sensory assessment. J Food Sci 64:1015–1019
Sena S, Sinan K, Suat U (2001) Determination of optimum hazelnut roasting conditions. Int J Food Sci Technol 36:271–281
Shakerardekani A, Karim R, Mohd Ghazali H, Chin NL (2011) Effect of roasting conditions on hardness, moisture content and colour of pistachio kernels. Food Res Int 18:723–729
Shieh CJ, Chang CY, Chen CS (2004) Improving the texture of fried food. In: Kilcast D (ed) Texture in food, vol. 2, solid foods. CRC Press, New York, Chapter 21.
Shokraii EH (1977) Chemical composition of the pistachio nuts (Pistacia vera L.) of Kerman, Iran. J Food Sci 42:244–245
Shokraii EH, Esen A (1988) Composition, solubility and electrophoretic atterns of protein isolated from Kerman pistachio nuts. J Agric Food Chem 36:425–429
Sirisomboon P, Kitchaiya P, Pholpho T, Mahuttanyavanitch W (2007) Physical and mechanical properties of Jatropha curcas L.fruits, nuts and kernels. Biosyts Eng 97:201–207
Somogyi LP, Barrett DM, Hui YH (1996) Major processed products, vol 2 (pp. 489–538). Technomic Publishing, Pennsylvania
Thybo AK, Martens M (1998) Development of a sensory texture profile of cooked potatoes by multivariate data analysis. J Texture Stud 29:453–468
Tokatli OY, Ozudogru EA, Akcin A (2005) In vitro response of pistachio nodal explants to silver nitrate. Sci Hortic-AMSTERDAM 106:415–426
Truong VD, Walter WM, Hamann DD (1997) Relationship between instrumental and sensory parameters of cooked sweetpotato texture. J Texture Stud 28:163–185
Varela P, Salvador A, Fisman S (2008) On the assessment of fracture in brittle foods: the case of roasted almonds. Food Res Int 41(5):544–551
Vincent JFV (2004) Application of fracture mechanics to the texture of food. Eng Fail Anal 11:695–704
Vursavus K, Ozguven F (2005) Fracture Resistance of Pine Nut to Compressive Loading. Biosyts Eng 90(2):185–191
Wanlapa A, Jindal VK (2006) Instrumental and sensory evaluation of textural changes during roasting of cashew kernels. J Texture Stud 37(3):263–275
Yazdanpanah H, Mohammadi T, Abouhossain G, Cheraghali AM (2005) Effect of roasting on degradation of Aflatoxins in contaminated pistachio nuts. Food Chem Toxicol 43:1135–1139
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Mohammadi Moghaddam, T., Razavi, S.M., Taghizadeh, M. et al. Sensory and instrumental texture assessment of roasted pistachio nut/kernel by partial least square (PLS) regression analysis: effect of roasting conditions . J Food Sci Technol 53, 370–380 (2016). https://doi.org/10.1007/s13197-015-2054-2
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DOI: https://doi.org/10.1007/s13197-015-2054-2