Abstract
Acorns are commonly used to meet energy, protein, and mineral needs of livestock in various parts of the world. However, since acorns have quite a high moisture content at harvest, they should be stored as dried to prevent loss of nutrients and spoilage throughout storage periods. The aim of this study is to determine the drying kinetics, color, energy aspects, crude protein, crude ash, crude oil, fatty acid composition, ADF, NDF, condensed tannin, and mineral composition properties of acorns dried at gradually increasing drying temperatures. Drying processes were carried out in an air-convective dryer at temperatures of 40, 60, 80, 100, and 120 °C. The Logistic model was identified as the best model for describing current drying conditions. Increasing drying temperatures reduced L* (lightness) values and increased thermal efficiency and effective moisture diffusion values. In terms of energy efficiency, the best outcomes were achieved at 80 °C and 120 °C drying temperatures. Drying temperatures had highly significant effects on nutritional traits of acorn samples. Increasing drying temperatures increased fiber content, gas-methane production, and energy values and reduced crude protein and oil contents. Some minerals decreased and some others increased with increasing drying temperatures. Increasing drying temperatures caused slight changes in fatty acid compositions. In terms of animal drying and feeding characteristics, it was determined that a drying temperature of 80 °C was ideal for acorn drying.
Similar content being viewed by others
Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Abbreviations
- ADF:
-
Acid detergent fiber
- NDF:
-
Neutral detergent fiber
- Ca:
-
Calcium
- B:
-
Boron
- Cu:
-
Copper
- Fe:
-
Iron
- K:
-
Potassium
- Mg:
-
Magnesium
- Mn:
-
Manganese
- Na:
-
Sodium
- P:
-
Phosphorus
- S:
-
Sulfur
- Zn:
-
Zinc
- L*:
-
Lightness
- a*:
-
Redness-greenness
- b*:
-
Yellowness-blueness
- C:
-
Chroma
- ΔE:
-
Total color change
- MR:
-
Moisture ratio
- DR:
-
Drying rate
- w.b.:
-
Wet basis
- R 2 :
-
Coefficient of determination
- χ 2 :
-
Reduced chi-square
- RMSE:
-
Root mean square error
- E c :
-
Energy consumption
- SEC:
-
Specific energy consumption
- SMER:
-
Specific moisture extraction rate
- η en :
-
Energy efficiency
- η th :
-
Thermal efficiency
- D eff :
-
Effective moisture diffusivity
- E a :
-
Activation energy
- GC:
-
Gas chromatography
- FID:
-
Flame ionization detection
- FAME:
-
Fatty acid methyl ester
- PUFA:
-
Polyunsaturated fatty acid
- MUFA:
-
Monounsaturated fatty acid
- MCFA:
-
Medium-chain fatty acids
- LCFA:
-
Long-chain fatty acids
- VLCFA:
-
Very-long-chain fatty acids
- ME:
-
Metabolic energy
- NEL:
-
Net energy lactation
- OMD:
-
Organic matter digestion
- DM:
-
Dry matter
- LST:
-
Least significant difference
References
Abbaspour-Gilandeh Y, Kaveh M, Jahanbakhshi A (2019) The effect of microwave and convective dryer with ultrasound pre-treatment on drying and quality properties of walnut kernel. J Food Process Preserv 43:e14178
Ahmed J, Al-Attar H (2015) Effect of drying method on rheological, thermal, and structural properties of chestnut flour doughs. Food Hydrocoll 51:76–87
Akbag HI, Das G, Yurtman IY (2019) Importance of Shrublands for Goats. J Anim Prod 60:59–66
Alibaş İ (2012) Microwave drying of grapevine (Vitis vinifera L.) leaves and determination of some quality parameters. J Agric Sci 18:43–53
Aljuhaimi F, Ozcan MM, Uslu N, Dogu S (2017) Pecan walnut (Carya illinoinensis (Wangenh.) K. Koch) oil quality and phenolic compounds as affected by microwave and conventional roasting. J Food Sci Technol 54:4436–4441
AOAC (1990) Official Method of analysis, 15th. edn. Association of Official Analytical Chemist, Washington, DC
Arslan D, Özcan MM (2010) Study the effect of sun, oven and microwave drying on quality of onion slices. LWT-Food Sci Technol 43:1121–1127
Ashtiani SHM, Salarikia A, Golzarian MR (2017) Analyzing drying characteristics and modeling of thin layers of peppermint leaves under hot-air and infrared treatments. Inform Proc Agric 4:128–139
Ashtiani SHM, Sturm B, Nasirahmadi A (2018) Effects of hot-air and hybrid hot air-microwave drying on drying kinetics and textural quality of nectarine slices. Heat Mass Transf 54:915–927. https://doi.org/10.1007/s00231-017-2187-0
Ashtiani SHM, Rafiee M, Morad MM, Khojastehpour M, Khani MR, Rohani A, ... Martynenko A (2020) Impact of gliding arc plasma pretreatment on drying efficiency and physicochemical properties of grape. Innov Food Sci Emer Technol 63:102381
Ashtiani SHM, Rafiee M, Mohebi Morad M, Martynenko A (2022) Cold plasma pretreatment improves the quality and nutritional value of ultrasound-assisted convective drying: the case of goldenberry. Drying Technol 40:1639–1657
Ayayee E, Chivandi E (2018) Quercus robur (English Oak) seed: a potential energy, oleic and cis-linoleic acid rich nutritional supplement in South Africa. Pak J Bot 50:1907–1912
Babu AK, Kumaresan G, Raj VAA, Velraj R (2018) Review of leaf drying: Mechanism and influencing parameters, drying methods, nutrient preservation, and mathematical models. Renew Sustain Eng Rev 90:536–556
Barreira JC, Casal S, Ferreira IC, Peres AM, Pereira JA, Oliveira MBP (2012) Chemical characterization of chestnut cultivars from three consecutive years: Chemometrics and contribution for authentication. Food Chem Toxicol 50:2311–2317
Beigi M (2016) Energy efficiency and moisture diffusivity of apple slices during convective drying. Food Sci Techol 36:145–150
Bhargava A, Shukla S, Ohri D (2006) Chenopodium quinoa-an Indian perspective. Ind Crop Prod 23:73–87
Çetin N (2022a) Comparative assessment of energy analysis, drying kinetics, and biochemical composition of tomato waste under different drying conditions. Sci Hortic 305:111405
Çetin N (2022b) Prediction of moisture ratio and drying rate of orange slices using machine learning approaches. J Food Process Preserv 2022:e17011
Çetin N, Sağlam C (2022a) Rapid detection of total phenolics, antioxidant activity and ascorbic acid of dried apples by chemometric algorithms. Food Biosci 47:101670
Çetin N, Sağlam C (2022b) Effects of ultrasound pre-treatment assisted drying methods on drying characteristics, physical and bioactive properties of windfall apples. J Sci Food Agric 103:1–14
Cetin N, Yaman M, Karaman K, Demir B (2020) Determination of some physicomechanical and biochemical parameters of hazelnut (Corylus avellana L.) cultivars. Turk J Agric For 44:439–450
Chen C, Venkitasamy C, Zhang W, Deng L, Meng X, Pan Z (2020) Effect of step-down temperature drying on energy consumption and product quality of walnuts. J Food Eng 285:110105
Coblentz WK, Hoffman P (2008) Heat damaged forages: Effects on forage quality. Focus For 10:1–4
Correia P, Leitão A, Beirão-da-Costa ML (2009a) The effect of drying temperatures on morphological and chemical properties of dried chestnuts flours. J Food Eng 90:325–332
Correia PR, Leitão AE, Beirão-da-Costa ML (2009b) Effect of drying temperatures on chemical and morphological properties of acorn flours. Int J Food Sci Techol 44(9):1729–1736. https://doi.org/10.1111/j.1365-2621.2009.01988.x
Crank J (1975) Mathematics of Diffusion, 2nd edn. Oxford University Press, London, p 414
Darvishi H, Mohamamdi P, Azadbakht M, Farhudi Z (2018) Effect of different drying conditions on the mass transfer characteristics of kiwi slices. J Agric Sci Technol 20:249–264
Dehghannya J, Hosseinlar SH, Heshmati MK (2018) Multi-stage continuous and intermittent microwave drying of quince fruit coupled with osmotic dehydration and low temperature hot air drying. Innov Food Sci Emerg Technol 45:132–151
Delgado T, Pereira JA, Ramalhosa E, Casal S (2016) Effect of hot air convective drying on the fatty acid and vitamin E composition of chestnut (Castanea sativa Mill.) slices. Eur Food Res Technol 242:1299–1306
Djikeng TF, Selle E, Morfor AT, Tiencheu B, Touko BAH, Boungo GT, Houketchang SN, Karuna MSL, Linder M, Ngoufack FZ, Womeni HM (2018) Effect of Boiling and roasting on lipid quality, proximate composition, and mineral content of walnut seeds (Tetracarpidium conophorum) produced and commercialized in Kumba, South-West Region Cameroon. Food Sci Nutr 6:417–423
Dolgun GK, Aktaş M, Dolgun EC (2021) Infrared convective drying of walnut with energy-exergy perspective. J Food Eng 306:110638
Doymaz I (2004) Convective air drying characteristics of thin layer carrots. J Food Eng 61:359–364
Duan X, Ren GY, Liu LL, Zhu WX, Liu YH (2014) The influences of drying process on crude protein content of naked oat cut herbage (Avena nuda L.). Dry Technol 32:321–327
Elahi MY, Rouzbehan Y (2008) Characterization of Quercus persica, Quercus infectoria and Quercus libani as ruminant feeds. Anim Feed Sci Technol 140:78–89
Ersahin AC, Kara K (2017) Nutrient composition and in vitro digestion parameters of Jerusalem artichoke (Helianthus tuberosus L.) herbage at different maturity stages in horse and ruminant. J Anim Feed Sci 26:213–225
Eseceli H, Ayasan T, Koç F, Esen VK, Esen S (2020) Nutrient and Mineral Contents, and In vitro Digestibility of Kermes Oak (Quercus coccifera L.) and Mock Privet (Phillyrea latifolia L.). Alinteri J Agric Sci 35:100–106
Fernandes Â, Antonio AL, Barros L, Barreira JC, Bento A, Botelho ML, Ferreira IC (2011) Low dose γ-irradiation as a suitable solution for chestnut (Castanea sativa Miller) conservation: Effects on sugars, fatty acids, and tocopherols. J Agric Food Chem 59:10028–10033
Fu M, Qu Q, Yang X, Zhang X (2016) Effect of intermittent oven drying on lipid oxidation, fatty acids composition and antioxidant activities of walnut. LWT-Food Sci Technol 65:1126–1132
Gyamfi ET, Kwarteng IK, Ansah MO, Anim AK, Ackah M, Kpattah L, Bentil NO (2011) Effects of processing on Moringa oleifera. Proc Int Acad Ecol Environ Sci 1:179
Han Y, Zheng Y, Li S, Mo R, Long X, Liu Y (2019) Effects of drying process with different temperature on the nutritional qualities of walnut (Juglans regia L.). Food Sci Technol Res 25:167–177
Horuz E, Bozkurt H, Karataş H, Maskan M (2017) Effects of hybrid (microwave-convectional) and convectional drying on drying kinetics, total phenolics, antioxidant capacity, vitamin C, color and rehydration capacity of sour cherries. Food Chem 230:295–305
İlter I, Akyıl S, Devseren E, Okut D, Koç M, Ertekin FK (2018) Microwave and hot air drying of garlic puree: drying kinetics and quality characteristics. Heat Mass Transf 54:2101–2112
Jafarifar M, Chayjan RA, Dibagar N, Alaei B (2017) Modelling some engineering properties of walnut kernel undergoing different drying methods with microwave pre-treatment. Q Assur Saf Crops Foods 9:463–478
Jahanbakhshi A, Yeganeh R, Momeny M (2020) Influence of ultrasound pre-treatment and temperature on the quality and thermodynamic properties in the drying process of nectarine slices in a hot air dryer. J Food Process Preserv 44:e14818
Jena S, Das H (2007) Modelling for vacuum drying characteristics of coconut presscake. J Food Eng 79:92–99
Kale H, Kaplan M, Ulger I, Unlukara A, Akar T (2018) Feed value of maize (Zea mays var. indentata (Sturtev.) LH Bailey) grain under different irrigation levels and nitrogen doses. Turk J Field Crops 23:56–61
Kaleta A, Górnicki K (2010) Evaluation of drying models of apple (var. McIntosh) dried in a convective dryer. Int J Food Sci Technol 45:891–898
Kamalak A, Canbolat O, Gurbuz Y, Ozay O, Ozkose E (2005) Chemical composition and its relationship to in vitro gas production of several tannin containing trees and shrub leaves. Asian-Australas J Anim Sci 18:203–208
Kamalak A, Hassan KG, Ameen SM, Zebari HM, Hasan AH, Aslan F (2015) Determination of chemical composition, potential nutritive value and methane emission of oak tree (Quercus coccifera) leaves and nuts. Harran Univ J Fac Vet Med 4:1–5
Kamiloglu S, Capanoglu E (2015) Polyphenol Content in figs (Ficus carica, L.): Effect of Sun-Drying. Int J Food Prop 18:521–535
Kaplan M, Kamalak A, Kasra AA, Guven I (2014) Effect of maturity stages on potential nutritive value, methane production and condensed tannin content of Sanguisorba minor. Hay Kafkas Univ Vet Fak Derg 20(3):445–449
Kaplan M, Kokten K, Bengu AS, Kardes YM, Das A, Sekerci AD (2019) Fatty acid composition of different Quercus species. Chem Nat Compd 55:313–315
Kara K (2021) Nutrient matter, fatty acids, in vitro gas production and digestion of herbage and silage quality of yellow sweet clover (Melilotus officinalis L.) at different phenological stages. J Anim Feed Sci 30:128–140
Kaveh M, Jahanbakhshi A, Abbaspour-Gilandeh Y, Taghinezhad E, Moghimi MBF (2018) The effect of ultrasound pre-treatment on quality, drying, and thermodynamic attributes of almond kernel under convective dryer using ANNs and ANFIS network. J Food Process Eng 41:e12868
Kaya E, Kamalak A (2012) Potential nutritive value and condensed tannin contents of acorns from different oak species. J Fac Vet Med Kafkas Univ 18:1061–1066
Kökten K, Kaplan M, Turan V, Kale H, Çaçan E, Kardeş YM, Tal E (2017) Farklı meşe palamudu türlerinin (Quercus Sp.) hayvan besleme özellikleri, 12. In: Tarla Bitkileri Kongresi (12th Field Crops Congress) 12-15 Eylül Kahramanmaraş. Proceeding book, pp 236–240 (In Turkish)
Kowalski SJ, Mierzwa D, Stasiak M (2017) Ultrasound-assisted convective drying of apples at different process conditions. Dry Technol 35:939–947
Kumar D, Prasad S, Murthy GS (2014) Optimization of microwave-assisted hot air drying conditions of okra using response surface methodology. J Food Sci Technol 51:221–232
Li Q, Shi M, Shi C, Liu D, Piao X, Li D, Lai C (2014) Effect of variety and drying method on the nutritive value of corn for growing pigs. J Anim Sci Biotech 5:1–7
Liu H, Yousaf K, Yu Z, Riaz A, Nyalala I, Chattha MWA, Chen K (2021) Drying process optimization of garlic slices in closed-loop heat pump drying system by Box-Behnken design. J Food Process Preserv 2021:e16190
Lopez S, Makkar HPS, Soliva CR (2010) Screening plants and plant products for methane inhibitors. In vitro screening of plant resources forextranutritional attributes in ruminants: nuclear and related methodologies. Springer Publishing London, New York, pp 191–231
Makinde FM, Akinoso R (2013) Nutrient composition and effect of processing treatment on antinutritional factors of Nigeria sesame (Sesamun indicum) cultivars. Int Food Res J 20:2293–2300
Makkar HPS, Blummel M, Becker K (1995) Formation of complexes between polyvinyl pyrrolidones or polyethylene glycols and their implication in gas production and true digestibility in vitro techniques. Brit J Nutr 73:897–913
Menke HH, Steingass H (1988) Estimation of the energetic feed value obtained from chemical analysis and in vitro gas production using rumen fluid. Anim Res Develop 28:7–55
Mertens D (2005) AOAC official method 975.03. In: Horwitz W, Latimer GW (eds) Metal in Plants and Pet Foods. Official Methods of Analysis, 18th edn. AOAC-International Suite, Gaitherburg, (Chapter 3), pp 3–4
Miranda M, Vega-Gálvez A, López J, Parada G, Sanders M, Aranda M, Uribe E, Di Scala K (2010) Impact of air-drying temperature on nutritional properties, total phenolic content and antioxidant capacity of quinoa seeds (Chenopodium quinoa Willd.). Ind Crop Prod 32:258–263
Moreira R, Chenlo F, Chaguri L, Vázquez G (2005) Mathematical modelling of the drying kinetics of chestnut (Castanea sativa Mill.): influence of the natural shells. Food Bioprod Process 83:306–314
Morris DL, Tebbe AW, Weiss WP, Lee C (2019) Effects of drying and analytical methods on nitrogen concentrations of feeds, feces, milk, and urine of dairy cows. J Dairy Sci 102:5212–5218
Motavali A, Minaei S, Banakar A, Ghobadian B, Darvishi H (2016) Energy analyses and drying kinetics of chamomile leaves in microwave-convective dryer. J Saudi Soc Agric Sci 15:179–187
Motevali A, Minaei S, Khoshtaghaza MH, Amirnejat H (2011) Comparison of energy consumption and specific energy requirements of different methods for drying mushroom slices. Energy 36:6433–6441
Nguimbou RM, Njintang NY, Makhlouf H, Gaiani C, Scher J, Mbofung CM (2013) Effect of cross-section differences and drying temperature on the physicochemical, functional and antioxidant properties of giant taro flour. Food Bioprocess Technol 6:1809–1819
NRC (2001) Nutrient Requirements of Dairy Cattle. National Research Council, 7th Revised edn. National Academy Press, Washington, DC
Odjo S, Béra F, Beckers Y, Foucart G, Malumba P (2018) Influence of variety, harvesting date and drying temperature on the composition and the in vitro digestibility of corn grain. J Cereal Sci 79:218–225
Özcan T (2006) Total protein and amino acid compositions in the acorns of Turkish Quercus L. Taxa Gen Res Crop Evol 53:419–429
Palmer B, Jone RJ, Wina E, Tangendjaja B (2000) The effect of sample drying conditions on estimates of condensed tannin and fibre content, dry matter digestibility, nitrogen digestibility and PEG binding of Calliandra calothyrsus. Anim Feed Sci Technol 87:29–40
Park Y, Kim JH, Kim SH (2017) Free Sugar and Organic Acid Contents of Pollens from Quercus spp. in Korea. J Apicult 32(4):375–379. https://doi.org/10.17519/apiculture.2017.11.32.4.375
Pinar H, Çetin N, Ciftci B, Karaman K, Kaplan M (2021) Biochemical composition, drying kinetics and chromatic parameters of red pepper as affected by cultivars and drying methods. J Food Compos Anal 102:103976
Ramsumair A, Mlambo V, Lallo CH (2014) Effect of drying method on the chemical composition of leaves from four tropical tree species. Trop Agric 91:e85
Rojas ML, Augusto PE (2018) Ethanol pre-treatment improves vegetable drying and rehydration: Kinetics, mechanisms and impact on viscoelastic properties. J Food Eng 233:17–27
Sağlam C, Çetin N (2022) Machine learning algorithms to estimate drying characteristics of apples slices dried with different methods. J Food Proces Preser 2022:e16496
SAS (1999) SAS User’s Guide: Statistic. Statistical Analysis Systems Institute Inc., Cary
Sharma GP, Verma RC, Pathare P (2005) Mathematical modeling of infrared radiation thin layer drying of onion slices. J Food Eng 71:282–286
Shishir MRI, Karim N, Bao T, Gowd V, Ding T, Sun C, Chen W (2020) Cold plasma pretreatment–A novel approach to improve the hot air drying characteristics, kinetic parameters, and nutritional attributes of shiitake mushroom. Dry Technol 38:2134–2150
Soysal Y, Öztekin S, Eren Ö (2006) Microwave drying of parsley: modelling, kinetics, and energy aspects. Biosyst Eng 93:403–413
Szyndler-Nędza M, Świątkiewicz M, Migdał Ł, Migdał W (2021) The quality and health-promoting value of meat from pigs of the native breed as the effect of extensive feeding with acorns. Animals 11(789):1–14
Taskin O (2020) Evaluation of freeze drying for whole, half cut and puree black chokeberry (Aronia melanocarpa L.). Heat Mass Transf 56:2503–2513
Taşkın O, İzli G, İzli N (2018) Convective drying kinetics and quality parameters of european cranberrybush. J Agric Sci 24:349–358
Therdthai N, Zhou W (2009) Characterization of microwave vacuum drying and hot air drying of mint leaves (Mentha cordifolia Opiz ex Fresen). J Food Eng 91:482–489
Toğrul İT, Pehlivan D (2004) Modelling of thin layer drying kinetics of some fruits under open-air sun drying process. J Food Eng 65:413–425
Uesugi AR, Harris LJ (2006) Growth of Salmonella Enteritidis Phage Type 30 in almond hull and shell slurries and survival in drying almond hulls. J Food Prot 69:712–718
Uribe E, Vega-Gálvez A, García V, Pastén A, López J, Goñi G (2019) Effect of different drying methods on phytochemical content and amino acid and fatty acid profiles of the green seaweed, Ulva spp. J Appl Phycol 31:1967–1979
Van Soest PJ (1963) The use of detergents in the analysis of fibre feeds. II. A rapid method for the determination of fibre and lignin. J Assoc Off Anal Chem 46:829–835
Van Soest PJ, Wine RH (1967) The use of detergents in the analysis of fibrous feeds. IV. Determination of plant cell wall constituents. J Assoc Off Anal Chem 50:50–55
Varol IS, Kardes YM, Irik HA, Kirnak H, Kaplan M (2020) Supplementary irrigations at different physiological growth stages of chickpea (Cicer arietinum L.) change grain nutritional composition. Food Chem 303:125402
Wang HC, Zhang M, Adhikari B (2015) Drying of shiitake mushroom by combining freeze-drying and mid-infrared radiation. Food Bioprod Process 94:507–517
Wu T, Mao L (2008) Influences of hot air drying and microwave drying on nutritional and odorous properties of grass carp (Ctenopharyngodon idellus) fillets. Food Chem 110:647–653
Zhang M, Chen H, Mujumdar AS, Tang J, Miao S, Wang Y (2017) Recent developments in high-quality drying of vegetables, fruits, and aquatic products. Crit Rev Food Sci Nutr 57:1239–1255
Zhang Z, Saleh AS, Wu H, Gou M, Liu Y, Jing L, Zhao K, Su, C Zhan, B, Li W (2020) Effect of starch isolation method on structural and physicochemical properties of acorn kernel starch. Starch 72:1900122.
Zielinska M, Ropelewska E, Zapotoczny P (2018) Effects of freezing and hot air drying on the physical, morphological and thermal properties of cranberries (Vaccinium macrocarpon). Food Bioprod Process 110:40–49
Funding
This work was supported by the Scientific Research Department of Erciyes University-Turkey (Project no: FKB-2021-11371), which enabled this research to proceed successfully.
Author information
Authors and Affiliations
Contributions
NC proposed the method, built the software, worked on data visualization, and wrote the original draft. BC conducted data curation and wrote the original draft. KK conducted data curation and investigated the experiments. MK provided the conceptualization and supervision, validate the experiment results, as well as wrote the original draft. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Philippe Garrigues
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Çetin, N., Ciftci, B., Kara, K. et al. Effects of gradually increasing drying temperatures on energy aspects, fatty acids, chemical composition, and in vitro ruminal fermentation of acorn. Environ Sci Pollut Res 30, 19749–19765 (2023). https://doi.org/10.1007/s11356-022-23433-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-022-23433-7