Enhancing Fruit Orchard Establishment: A Multicriteria Approach for Plum Variety Selection

Authors

  • Miroslav Nedeljković Institute of Agricultural Economics, Belgrade, Serbia
  • Adis Puška Government of Brčko District of Bosnia and Herzegovina, Department of Public Safety, Brčko, Bosnia and Herzegovina
  • Marko Jeločnik Institute of Agricultural Economics, Belgrade, Serbia
  • Darko Božanić Military Academy, University of Defence in Belgrade, Serbia
  • Jonel Subić Institute of Agricultural Economics, Belgrade, Serbia
  • Anđelka Štilić Academy of Applied Studies Belgrade, College of Tourism, Belgrade, Serbia
  • Aleksandar Maksimović Institute for Scientific Research and Development, Brčko, Bosnia and Herzegovina

DOI:

https://doi.org/10.2298/YJOR230815033N

Keywords:

Plums, decision-making model, MARCOS, FUCOM, CRITIC

Abstract

This research is focused to identifying the most suitable plum variety for establishing a new orchard, aiming to achieve optimal outcomes. To accomplish this goal, multi-criteria decision-making model has been developed striving to support decision-making process. The gained results are based on experience of experts engaged in assessment of certain plum varieties. The analysis of collected expert ratings has involved mutual use of 3 methods, where the FUll COnsistency Method (FUCOM) and CRiteria Importance Through Intercriteria Correlation (CRITIC) methods were applied to determine the weights of selected criteria. The results of applying these methods demonstrated that the Maretability criterion is of highest importance. Besides, the fuzzy MARCOS method (Measurement Alternatives and Ranking according to Compromise Solution) has been applied to rank the plum varieties according to expert ratings. Derived results revealed that the “Čačanska rodna” and “Stanley” varieties were ranked as the most favorable, while the “Prezident” variety was assessed as the most unfavorable. Further, gained research outcomes were corroborated by the sensitivity analysis and results validation. This research contributes to improvement of fruit growing in BiH by previous adequate selection of available plum varieties towards the establishing of new orchards and yielding optimal outcomes.

References

C. S. Bhopi, S. R. Jadhav and N. D. Vikhe, “A Review on Zizyphus jujuba: A Tiny Plum having Eminent Potential of Copious Health Benefits”, Research Journal of Pharmacognosy and Phytochemistry, vol. 14, no. 2, pp. 107-112, 2022. https://doi.org/10.52711/0975-4385.2022.00020

P. Birwal, G. Deshmukh, S. Saurabh, and S. Pragati, “Plums: A Brief Introduction“, Journal of Food Nutrition and Population Health, vol. 1, no. 1/8, pp. 1-5, 2017.

E. Maglakelidze, Z. Bobokashvili, and D. Maghradze, “Biological and Agronomical Characteristics of Local and Introduced Plum (Prunus domestica L.) Cultivars in Georgia”, International Journal of Horticultural Science and Technology, vol. 4, no. 2, pp. 157-166, 2017. https://doi.org/10.22059/ijhst.2018.252636.222

S. A. D. Sifat, A. T. Trisha, N. Huda, W. Zzaman and N. Julmohammad, “Response surface approach to optimize the conditions of foam mat drying of plum in relation to the physical-chemical and antioxidant properties of plum powder”, International Journal of Food Science, vol. 2021, Article ID 3681807, 2021. https://doi.org/10.1155/2021/3681807

J. Subić, M. Jeločnik, L. Nastić, and V. J. Andrei, “Economic effects of plum plantation establishment”, in Proceedings from International scientific conference - Sustainable agriculture and rural development, IAE, Belgrade, Serbia, pp. 149-162, 2021.

C. Petri, N. Alburquerque, M. Faize, R. Scorza, and C. Dardick, “Current achievements and future directions in genetic engineering of European plum (Prunus domestica L.)”, Transgenic Research, vol. 27, no. 3, pp. 225-240, 2018. https://doi.org/10.1007/s11248-018-0072-3

T. Zhebentyayeva, V. Shankar, R. Scorza, A. Callahan, M. Ravelonandro, S. Castro, T. DeJong, C. Saski and C. Dardick, “Genetic characterization of worldwide Prunus domestica (plum) germplasm using sequence-based genotyping”, Horticulture Research, vol. 6, no. 12, pp. 1-13, 2019, https://doi.org/10.1038/s41438-018-0090-6

N. Nikićević, “Terminology used in sensory evaluation of plum brandy šljivovica quality”, Journal of Agricultural Sciences, vol. 50, no. 1, pp. 89-99, 2005. https://doi.org/10.2298/JAS0501089N

M. Stacewicz Sapuntzakis, “Dried plums and their products: Composition and health effects-an updated review”, Critical reviews in food science and nutrition, vol. 53, no. 12, pp. 1277-1302, 2013. https://doi.org/10.1080/10408398.2011.563880

E. Igwe and K. Charlton, “A systematic review on the health effects of plums (Prunus domestica and Prunus salicina)”, Phytotherapy Research, vol. 30, no. 5, pp. 701-731, 2016. https://doi.org/10.1002/ptr.5581

M. Jeločnik, J. Subić and L. Nastić, “Upravlјanje troškovima na polјoprivrednim gazdinstvima”, IAE, Belgrade, Serbia, 2021.

A. Salkić, B. Salkić, A. Dorić, E. Salkić and E. Imširović, “The Ecophysiological Needs of Plums and Their Impact on Ecological Production of Plum in Bosnia and Herzegovina”, Journal of Experimental Agriculture International, vol. 38, no. 3, pp. 1-10, 2019, https://doi.org/10.9734/jeai/2019/v38i330302

Č. Rozman, A. Maksimović, A. Puška, Z. Grgić, K. Pažek, B. Prevolšek and F. Ćejvanović, “The Use of Multi Criteria Models for Decision Support System in Fruit Production”, Erwerbs-Obstbau, vol. 59, no. 3, pp. 235-243, 2017, https://doi.org/10.1007/s10341-017-0320-3

D. James, A. Varga and D. Sanderson, “Genetic diversity of Plum pox virus: Strains, disease and related challenges for control”, Canadian Journal of Plant Pathology, vol. 35, no. 4, pp. 431-441, 2013. https://doi.org/10.1080/07060661.2013.828100

T. Sidorova, R. Mikhailov, A. Pushin, D. Miroshnichenko and S. Dolgov, “Agrobacterium-Mediated Transformation of Russian Commercial Plum cv. “Startovaya” (Prunus domestica L.) With Virus-Derived Hairpin RNA Construct Confers Durable Resistance to PPV Infection in Mature Plants”, Frontiers in Plant Science, vol. 10, no. 286, 2019, https://doi.org/10.3389/fpls.2019.00286

A. Maksimović, Z. Grgić, A. Puška, B. Šakić Bobić and F. Ćejvanović, “Primjena višekriterijskog odlučivanja za izbor optimalne sorte jabuke za sjeverozapadnu regiju BiH”, Journal of Central European Agriculture, vol. 19, no. 3, pp. 740-759, 2018, https://doi.org/10.5513/JCEA01/19.3.2062

A. Ostojić, Ž. Vaško, M. Cvetković and B. Pašalić, “Fruit self-sufficiency assessment in Bosnia and Herzegovina”, Western Balkan Journal of Agricultural Economics and Rural Development (WBJAERD), vol. 1, no. 2, pp. 135-154, 2019. https://doi.org/10.22004/ag.econ.301964

M. Nedeljković, “Forecasting of plum production in Republic of Srpska”, in proceedings from AgroReS 2021, May 2021, Trebinje, BiH, University of Banja Luka, Faculty of Agriculture, Banja Luka, BiH, pp. 210-219, 2021.

L. Sekse, “Plum production in Norway”, in Proceedings from VIII International Symposium on Plum and Prune Genetics, Breeding and Pomology, ISHS Acta Horticulturae, vol. 734, pp. 23-28, 2007.

I. Plazibat, F. Cejvanovic and Z. Vasiljevic, “Analysis of fruit and vegetable value chains”, Business Excellence, vol. 10, no. 2, pp. 169-189, 2016.

L. Nastić, M. Jeločnik and V. Potrebić, “Influence of Financing Method on Efficiency of Investments in Blueberry Production, in Proceedings from Sustainable agriculture and rural development - III, Subic et al. (eds.), Institute of Agricultural Economics, Belgrade, Serbia, pp. 345-354, 2023.

D. Milatović, D. Đurović, G. Zec, A. Radović and D. Boškov, “Evaluation of late plum cultivars in the region of Belgrade (SERBIA)”, Acta Scientiarum Polonorum Hortorum Cultus, vol. 18, no. 1, pp. 67-74, 2019, https://doi.org/10.24326/asphc.2019.1.7

Č. Rozman, M. Hühner, M. Kolenko, S. Tojnko, T. Unuk and K. Pažek, “Apple Variety Assessment with Analytical Hierarchy Process”, Erwerbs-Obstbau, vol. 57, no. 2, pp. 97-104, 2015 https://doi.org/10.1007/s10341-015-0236-8

A. Puška, Z. Stević and D. Pamučar, “Evaluation and selection of healthcare waste incinerators using extended sustainability criteria and multi-criteria analysis methods”, Environment, Development and Sustainability, vol. 24, pp. 11195-11225, 2022b, https://doi.org/10.1007/s10668-021-01902-2

J. Planić, “Defining risks on road sections during the transport of dangerous goods in the Serbian army using the linear mathematical programming model”, Military Technical Courier, vol. 70, no. 4, pp. 939-971, 2022, https://doi.org/10.5937/vojtehg70-36071

M. Čubranić Dobrodolac, L. Švadlenka, S. Čičević, A. Trifunović, and M. Dobrodolac, “Using the Interval Type-2 Fuzzy Inference Systems to Compare the Impact of Speed and Space Perception on the Occurrence of Road Traffic Accidents. Mathematics, vol. 8, no. 9, pp. 1548, 2020, https://doi.org/10.3390/math8091548

C. Granados, A. Das and B. Osu, “Weighted Neutrosophic Soft Multiset and Its Application to Decision Making”, Yugoslav Journal of Operations Research, vol. 33, no. 2, pp. 293-308, 2023, http://dx.doi.org/10.2298/YJOR220915034G

M. Nedeljković, A. Puška, A. Maksimović and R. Suzić, “Selection of the Optimal Apple Variety for Raising Orchards Using the Methods of Multi-criteria Analysis”. Erwerbs-Obstbau, vol. 65, no. 2, pp. 201-214, 2023, https://doi.org/10.1007/s10341-022-00797-1

Z. Sredojević, D. Milić and M. Jeločnik, “Investment in Sweet and Sour Cherry Production and New Processing Programs in terms of Serbian Agriculture Competitiveness”, Petroleum-Gas University of Ploiesti Bulletin, Economic Sciences Series, vol. 63, no. 3, pp. 37-49, 2011.

A. Maksimović, A. Puška and F. Ćejvanović, “Ekonomska analiza integralne proizvodnje šljive u Bosni i Hercegovini”, Tranzicija, vol. 18, no. 1, pp. 99-112, 2016.

J. Subić, M. Jovanović, Ž. Despotović and M. Jeločnik, “Possibilities of Applying Robotic Systems and Smart Sensor Networks in Integrated Agricultural Apple Production”, in: Rodić, A., Borangiu, T. (eds.), Advances in Robot Design and Intelligent Control (RAAD16), Springer International Publishing, Berlin, Germany, pp. 269-281, 2017.

T. Milošević, N. Milošević and I. Glišić, “Agronomic properties and nutritional status of plum trees (Prunus domestica L.) influenced by different cultivars”, Journal of Soil Science and Plant Nutrition, vol. 13, no. 3, pp. 706-714, 2013, https://doi.org/10.4067/S0718-95162013005000056

J. Brown and S. Sukkarieh, “Design and evaluation of a modular robotic plum harvesting system utilizing soft components”, Journal of Field Robotics, vol. 38, no. 2, pp. 289-306, 2021. https://doi.org/10.1002/rob.21987

R. Ilić, I. Glišić, T. Milošević and G. Paunović, “Uticaj podloge na fizičko-mehaničke osobine ploda šljive (Prunus domestica L.)”, Acta agriculturae Serbica, vol. 24, no. 48, pp. 181-190, 2019, https://doi.org/10.5937/AASer1948181I

R. Vávra, J. Blažek, J. Mazánek and L. Bartoníček, “The economics of modern plum orchards in the Czech Republic”, Horticultural Science, vol. 33, no. 2, pp. 47-56, 2018, https://doi.org/10.17221/3739-HORTSCI

S. Han, J. Zhao, Y. Liu, L. Xi, J. Liao, X. Liu, and G. Su,. “Effects of green manure planting mode on the quality of Korla fragrant pears (Pyrus sinkiangensis Yu)”, Frontiers in Plant Science, vol. 13. Article 1027595, 2022, https://doi.org/10.3389/fpls.2022.1027595

J. Zhao, J. Liu, F. Wang, S. Wang, H. Feng, X. Xie, F. Hao, L. Zhang, C. Fang, “Volatile constituents and ellagic acid formation in strawberry fruits of selected cultivars”. Food Research International, vol. 138, 109767. 2020, https://doi.org/10.1016/j.foodres.2020.109767

S. Todorova, P. Minkov, T. Mihova, “Behavior of Plum Varieties Grown in Dryanovo Experimental Station to Economically Important Diseases”, Scientific Papers. Series B. Horticulture vol. 66, no.1, 207-212, 2022.

M.H. Mohammadi, Z. Hejazi, M.A.. Saeedi, E. Giordani “Using AHP and PROMETHEE Multicriteria Decision-Making Approaches to Rank Available Fruit Crops for Orchard Expansion in Nangarhar, Afghanistan”. Erwerbs-Obstbau vol. 65, 1837-1847. 2023, https://doi.org/10.1007/s10341-023-00902-y

A. Puška, M. Nedeljković, R. Prodanović, R. Vladisavljević and R. Suzić, „Market Assessment of Pear Varieties in Serbia Using Fuzzy CRADIS and CRITIC Methods”, Agriculture, vol. 12, no. 2, pp. 139, 2022a, https://doi.org/10.3390/agriculture12020139

D. Pamučar, Z. Stević and S. Sremac, “A New Model for Determining Weight Coefficients of Criteria in MCDM Models: Full Consistency Method (FUCOM)”, Symmetry, vol. 10, no. 393, 2018, https://doi.org/10.3390/sym10090393

I. Badi, M. L. Jibril, and M. Bakır, “A Composite Approach for Site Optimization of Fire Stations”. Journal of Intelligent Management Decision, vol. 1, no. 1, pp 28-35, 2022, https://doi.org/10.56578/jimd010104

M. Ranjan, B. Kumar, T. Bhavani, A. Padmavathi and V. Bakka, “Probabilistic linguistic q-rung orthopair fuzzy Archimedean aggregation operators for group decision-making”, Decision Making: Applications in Management and Engineering, vol. 6, no. 2, pp. 639-667, 2023, https://doi.org/10.31181/dmame622023527

Ž. Stević and N. Brković, “A Novel Integrated FUCOM-MARCOS Model for Evaluation of Human Resources in a Transport Company”, Logistics, vol. 4, no. 1, pp. 4, 2020, https://doi.org/10.3390/logistics4010004

A. Saha, A. Mishra, P. Rani, I. Hezam and F. Cavallaro, “A q-rung orthopair fuzzy FUCOM double normalization-based multi-aggregation method for healthcare waste treatment method selection”, Sustainability, vol. 14, no. 7, pp. 4171, 2022. https://doi.org/10.3390/su14074171

A. Jusufbašić, and Ž. Stević, “Measuring Logistics Service Quality Using the SERVQUAL” Model. Journal of Intelligent Management Decision, vol 2, no. 1, pp. 1-10, 2023, https://doi.org/10.56578/jimd020101

I. Gölcük, E. Durmaz and R. Şahin, “Interval type-2 fuzzy development of FUCOM and activity relationship charts along with MARCOS for facilities layout evaluation”, Applied Soft Computing, vol. 128, pp. 109414, 2022, https://doi.org/10.1016/j.asoc.2022.109414

I. Badi, Ž. Stević, and M. B. Bouraima, “Evaluating Free Zone Industrial Plant Proposals Using a Combined Full Consistency Method-Grey-CoCoSo Mode”l. Journal of Industrial Intelligence, vol. 1, no. 2, pp. 101-109, 2023, https://doi.org/10.56578/jii010203

E. Zavadskas, Ž. Stević, Z. Turskis and M. Tomašević, “A Novel Extended EDAS in Minkowski Space (EDAS-M): Method for Evaluating Autonomous Vehicles”, Studies in Informatics and Control, vol. 28, no. 3, pp. 255-264, 2019, https://doi.org/10.24846/v28i3y201902

D. Diakoulaki, G. Mavrotas and L. Papayannakis, “Determining objective weights in multiple criteria problems: The CRITIC method”. Computers & Operations Research, vol. 22, no. 7, pp. 763-770, 1995, https://doi.org/10.1016/0305-0548(94)00059-h

E. Adali and A. Işik, “CRITIC and MAUT methods for the contract manufacturer selection problem”, European Journal of Multidisciplinary Studies, vol. 2, no. 5, pp. 88-96, 2017. https://doi.org/10.26417/ejms.v5i1.p93-101

A. Puška, A. Beganović and S. Šadić, “Model for investment decision making by applying the multi-criteria analysis method”, Serbian Journal of Management, vol. 13, no. 1, pp. 7-28, 2018, https://doi.org/10.5937/sjm13-12436

E. Huskanović, Ž. Stević, and S. Simić, “Objective-Subjective CRITIC-MARCOS Model for Selection Forklift in Internal Transport Technology Processes”. Mechatronics and Intelligent Transportation Systems, vol. 2, no. 1, pp. 20-31, 2023, https://doi.org/10.56578/mits020103

B. Zhou, J. Chen, Q. Wu, D. Pamučar, W. Wang and L. Zhou, “Risk priority evaluation of power transformer parts based on hybrid FMEA framework under hesitant fuzzy environment”, Facta Universitatis, Series: Mechanical Engineering, vol. 20, no. 2, pp. 399-420, 2022, https://doi.org/10.22190/FUME220223013Z

D. Pamucar, M. Žižović and D. Đuričić, “Modification of the CRITIC method using fuzzy rough numbers”, Decision Making: Applications in Management and Engineering, vol. 5, no. 2, pp. 362-371, 2022, https://doi.org/10.31181/dmame0316102022p

A. Tuş and E. Aytaç Adali, “The new combination with CRITIC and WASPAS methods for the time and attendance software selection problem”, Opsearch, vol. 56, pp. 528-538, 2019, https://doi.org/10.1007/s12597-019-00371-6

H. Sun, G. Wei, X. Chen and Z. Mo, “Extended EDAS method for multiple attribute decision making in mixture z-number environment based on CRITIC method”. Journal of Intelligent & Fuzzy Systems, vol. 43, no. 3, pp. 2777-2788, 2022. https://doi.org/10.3233/JIFS-212954

R. Kiani Mavi, M. Goh and N. Kiani Mavi, “Supplier selection with Shannon entropy and fuzzy TOPSIS in the context of supply chain risk management”, Procedia - Social and Behavioral Sciences, vol. 235, pp. 216-225, 2016, https://doi.org/10.1016/j.sbspro.2016.11.017

A. Krishnan, M. Kasim, R. Hamid and M. Ghazali, “A modified CRITIC method to estimate the objective weights of decision criteria”, Symmetry, vol. 13, no. 6, pp. 973, 2021, https://doi.org/10.3390/sym13060973

Ž. Stević, D. Pamučar, A. Puška and P. Chatterjee, “Sustainable supplier selection in healthcare industries using a new MCDM method: Measurement Alternatives and Ranking according to COmpromise Solution (MARCOS)”, Computers & Industrial Engineering, vol. 140, pp. 106231, 2020, https://doi.org/10.1016/j.cie.2019.106231

M. Stanković, Ž. Stević, D. Das, M. Subotić and D. Pamučar, “A New Fuzzy MARCOS Method for Road Traffic Risk Analysis”, Mathematics, vol. 8, pp. 457, 2020, https://doi.org/10.3390/math8030457

D. Tešić, D. Božanić, A. Puška, A. Milić and D. Marinković, “Development of the MCDM fuzzy LMAW-grey MARCOS model for selection of a dump truck”. Reports in Mechanical Engineering, vol. 4, no. 1, pp. 1-17, 2023, https://doi.org/10.31181/rme20008012023t

M. Mijajlović, A. Puška, Ž. Stević, D. Marinković, D. Doljanica, S. V. Jovanović, I. Stojanović, and J. Beširović,. “Determining the competitiveness of spa-centers in order to achieve sustainability using a fuzzy multi-criteria decision-making model”. Sustainability, vol. 12, no.20, pp 8584, 2020, https://doi.org/10.3390/su12208584

M. Khan, K. Ullah and Q. Khan, “Multi-attribute decision-making using Archimedean aggregation operator in T-spherical fuzzy environment”, Reports in Mechanical Engineering, vol. 4, no. 1, pp. 18-38, 2023, https://doi.org/10.31181/rme20031012023k

A. Shekhovtsov, J. Więckowski, B. Kizielewicz and W. Sałabun, “Towards reliable decision-making in the green urban transport domain”. Facta Universitatis, Series: Mechanical Engineering, vol. 20, no. 2, pp. 381-398, 2022, https://doi.org/10.22190/FUME210315056S

S. Bošković, L. Švadlenka, M. Dobrodolac, S. Jovčić and M. Zanne, “An Extended AROMAN Method for Cargo Bike Delivery Concept Selection”, Decision Making Advances, vol. 1, no. 1, pp. 1-9, 2023, https://doi.org/10.31181/v120231

M. Narang, A. Kumar and R. Dhawan, “A fuzzy extension of MEREC method using parabolic measure and its applications”, Journal of Decision Analytics and Intelligent Computing, vol. 3, no. 1, pp. 33-46, 2023, https://doi.org/10.31181/jdaic10020042023n

J. Więckowski, B. Kizielewicz, A. Shekhovtsov, and W. Sałabun, “How Do the Criteria Affect Sustainable Supplier Evaluation? - A Case Study Using Multi-Criteria Decision Analysis Methods in a Fuzzy Environment”. Journal of Engineering Management and Systems Engineering, vol. 2, no. 1, pp. 37-52, 2023, https://doi.org/10.56578/jemse020102

S. Biswas and N. Joshi, “A Performance based Ranking of Initial Public Offerings (IPOs) in India”. Journal of Decision Analytics and Intelligent Computing, vol. 3, no. 1, pp. 15-32, 2023, https://doi.org/10.31181/10023022023b

D. Tešić, D. Božanić, D. Pamučar and J. Din, “DIBR - Fuzzy MARCOS model for selecting a location for a heavy mechanized bridge”, Military Technical Courier, vol. 70, no. 2, pp. 314-339, 2022, https://doi.org/10.5937/vojtehg70-35944

I. Badi, Ž. Stević and M. Bayane Bouraima, “Overcoming Obstacles to Renewable Energy Development in Libya: An MCDM Approach towards Effective Strategy Formulation”, Decision Making Advances, vol. 1, no. 1, pp. 17-24, 2023, https://doi.org/10.31181/v120234

R. Prodanović, D. Ivanišević, M. Jahić and M. Kharud, “The economics of plum production on small farming households”, Ekonomija-teorija i praksa, vol. 10, no. 2, pp. 1-10, 2017.

D. Jasar, B. Curcic Trajkovska, K. Kubelka Sabit, V. Filipovski and V. Kakurinov, “Health issues and nutrition in the Balkans”, Journal of Hygienic Engineering and Design (JHED), vol. 35, pp. 96-105, 2021. https://doi.org/10.1016/B978-0-12-820782-6.00005-0

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2023-12-13

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