Please wait a minute...
Chin. Phys. B, 2026, Vol. 35(2): 020503    DOI: 10.1088/1674-1056/adf17f
GENERAL Prev   Next  

An epidemiological stochastic predator-prey model with prey refuge and harvesting

Israr Ali1, Hui Zhang(张慧)1,2,3,‡, Syed Murad Ali Shah1, Abdulwasea Alkhazzan4,†, and Yassine Sabbar5
1 School of Statistics, Southwestern University of Finance and Economics, Chengdu 610074, China;
2 Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen 518057, China;
3 International Joint Research Center on Operations Research, Optimization and Artificial Intelligence, Xi'an 710072, China;
4 School of Information Engineering, Xi'an Fanyi University, Xi'an 710105, China;
5 IMIA Laboratory, T-IDMS, FST Errachidia, Moulay Ismail University of Meknes, P. O. Box 509, 52000, Boutalamine, Errachidia, Morocco
Abstract  Predator-prey interactions are fundamental to understanding ecosystem stability and biodiversity. In this study, we propose and analyze a stochastic predator-prey model that incorporates two critical ecological factors: prey refuge and harvesting. The model also integrates disease transmission within the predator population, adding an important layer of realism. Using rigorous mathematical techniques, we demonstrate the existence and uniqueness of a global positive solution, thereby confirming the model's biological feasibility. We further derive sufficient conditions for two key ecological scenarios: stochastic permanence, which ensures the sustained co-existence of prey and predators over time, and extinction, where one or both populations decline to zero. The interplay between prey refuge and harvesting is thoroughly examined to understand their combined impact on population dynamics. All theoretical results are validated by detailed numerical simulations, highlighting the applicability of the model to real-world ecological systems. From the simulation results, we observed that with an adequate level of prey refuge and predator harvesting, the susceptible predator and prey co-exist with extensive oscillations, while the infected predator population was moving towards extinction. In addition, we have investigated the effect of disease transmission on system dynamics. Our results show that, as the transmission rate of disease increases, the susceptible predator approaches extinction, whereas, on the other hand, when it declines, the susceptible predator shows robust oscillations while the infected approaches extinction. In both cases, the prey population demonstrates robust stability due to the prey refuge. Our findings show that the management of harvesting and the prey refuge can be effective ecological tactics for disease control and species protection under stochastic environmental effects.
Keywords:  stochastic predator-prey model      harvesting      prey refuge      persistence      extinction  
Received:  21 May 2025      Revised:  13 July 2025      Accepted manuscript online:  18 July 2025
PACS:  05.40.-a (Fluctuation phenomena, random processes, noise, and Brownian motion)  
  05.45.-a (Nonlinear dynamics and chaos)  
  05.10.Gg (Stochastic analysis methods)  
Fund: This work was supported by the National Natural Science Foundation of China (Grant No. 32271554) and the Guangdong Basic and Applied Basic Research Foundation (Grant No. 2023A1515011501).
Corresponding Authors:  Abdulwasea Alkhazzan, Hui Zhang     E-mail:  alkhazan84@yahoo.com;huizhang@nwpu.edu.cn

Cite this article: 

Israr Ali, Hui Zhang(张慧), Syed Murad Ali Shah, Abdulwasea Alkhazzan, and Yassine Sabbar An epidemiological stochastic predator-prey model with prey refuge and harvesting 2026 Chin. Phys. B 35 020503

[1] Berryman A A 1992 Ecology 73 1530
[2] Abrams P A 2000 Annual Review of Ecology and Systematics 31 79
[3] Das K P, Samanta S, Biswas B and Chattopadhyay J 2014 The Journal of Ecology 108 306
[4] Das K P 2015 Journal of Dynamical and Control Systems 21 605
[5] Shaikh A A and Das H and Ali N 2018 Journal of Applied Mathematics and Computing 58 235
[6] Ejaz A, Nawaz Y, ArifMS, Mashat D S and Abodayeh K 2022 CMESComputer Modeling in Engineering & Sciences 132 490
[7] Talib R H and Naji R k 2025 Journal of Applied Mathematics 2025 8120929
[8] Ghosh J, Sahoo B and Poria S 2017 Chaos, Solitons & Fractals 96 110
[9] Barman B and Ghosh B 2022 International Journal of Modelling and Simulation 42 883
[10] Lazaar O and Serhani M 2023 International Journal of Dynamics and Control 11 1934
[11] Boon J S, Keith S A, Exton D A and Field R 2023 Global Ecology and Biogeography 32 1244
[12] Da S C, Michel I 2007 Mathematical Biosciences 205 77
[13] Das T, Mukherjee R N and Chaudhuri K S 2009 Applied Mathematical Modelling 33 2282
[14] Abdulghafour A S and Naji R K 2018 Journal of Applied Mathematics 1 2952791
[15] Purnomo A S, Darti I and Suryanto A 2017 AIP Conf. Proc. (AIP Publishing) 1913 020018
[16] Bairagi N, Chaudhuri S and Chattopadhyay J 2009 Mathematical Biosciences 217 134
[17] Mandal S, Sk N, Tiwari P K and Chattopadhyay J 2024 Chaos, Solitons & Fractals 178 114365
[18] Zou L and Zhang Z and Peng M 2025 Pramana 99 16
[19] Cheru S L, Kebedow K G and Ega T T 2024 Differential Equations and Dynamical Systems 1
[20] Rahman M S, Islam M S and Sarwardi S 2025 International Journal of Modelling and Simulation 45 20
[21] Hsu S B, Hwang T W and Kuang Y 2001 Journal of Mathematical Biology 42 489
[22] Biswas S, Ahmad B and Khajanchi S 2023 Mathematical Methods in the Applied Sciences 46 4184
[23] Upadhyay R K and Naji R K 2009 Chaos, Solitons & Fractals 42 1337
[24] Das K P 2020 Differential Equations and Dynamical Systems 28 295
[25] Sabbar Y, Aeshah A R 2024 AIMS Math 9 18211
[26] Sabbar Y, Driss K 2023 Mathematical Methods in the Applied Sciences 46 2455
[27] Sabbar Y, Asad k and Anwarud D 2022 Mathematics 10 2262
[28] Liu M and Wang K 2009 Ecological Modelling 220 1347
[29] Jiang D, Shi N Z and Zhao Y 2005 Mathematical and Computer Modelling 42 651
[30] Ji C and Jiang D and Shi N Z 2011 Journal of Mathematical Analysis and Applications 377 435
[31] Shah, S M A, Nie Y F, Din A, Alkhazzan A and Younas B 2024 Chin. Phys. B 33 110203
[32] Shah S M A, Nie Y F, Din A and Alkhazzan A 2024 Research Square 33 110203
[33] Shah, S M A, Nie Y F, Alkhazzan A, Tunç C and Din A 2024 Journal of Taibah University for Science 18 2414523
[34] Liu M and Wang K 2011 Communications in Nonlinear Science and Numerical Simulation 16 1114
[35] Li S and Wang X 2015 Advances in Difference Equations 2015 1
[36] Feng Tao, Meng X Z, Zhang T and Qiu Z P 2020 Qualitative Theory of Dynamical Systems 19 1
[37] Zhang X H, Li Yan and Jiang D Q 2017 Nonlinear Dyn. 87 2011
[38] Roy J and Alam S 2020 Physica A 541 123359
[39] Sk N and Pal S 2022 Euro. Phys. J. Plus 237 138
[40] Gokila C, Sambath M, Balachandran K and Ma Y K 2023 Journal of Biological Dynamics 17 2164803
[41] Alkhazzan A, Wang J G, Nie Y F, Khan H and Alzabut J 2024 Chaos, Solitons & Fractals 181 114631
[42] Alkhazzan A, Wang J G, Nie Y F, Khan H and Alzabut J 2024 Chaos 34 093119
[43] Alkhazzan A, Wang J G, Nie Y F, Khan H and Alzabut J 2023 Alexandria Engineering Journal 76 557
[44] Alkhazzan A, Wang J G, Nie Y F, Khan H and Alzabut J 2024 Mathematical Methods in the Applied Sciences 47 8748
[45] Alkhazzan A, Wang J G, Nie Y F, Khan H and Alzabut J 2023 Chaos, Solitons & Fractals 175 113953
[46] Alkhazzan A,Wang J G, Nie Y F, Khan H and Alzabut J 2022 Vaccines 10 1682
[47] Mao X 2007 Stochastic differential equations and applications 2nd Ed. (Glasgow: Elsevier) pp. 47–90
[48] Khasminskii R 2011 Stochastic stability of differential equations 2nd Ed. (USA: Springer Science & Business Media) pp. 43–58
[49] Li X Y and Mao X R 2009 Discrete and Continuous Dynamical Systems-Series A 24 523
[50] Dalal N, Greenhalgh D and Mao X R 2008 Journal of Mathematical Analysis and Applications 341 1084
[1] Strategy persistence-consistency and reputation promote cooperation in dual-layer networks for prisoner’s dilemma games
Qianwei Zhang(张倩伟), Jiaqi Liu(刘佳琪), and Leiman Fu(付蕾蔓). Chin. Phys. B, 2025, 34(12): 120201.
[2] Cu/PTFE triboelectric nanogenerator for Morse code and array information detection
Yulin Yan(闫玉霖), Yiming Qi(齐一鸣), and Huaisheng Wang(王槐生). Chin. Phys. B, 2025, 34(11): 110702.
[3] Dynamic properties of rumor propagation model induced by Lévy noise on social networks
Ying Jing(景颖), Youguo Wang(王友国), Qiqing Zhai(翟其清), and Xianli Sun(孙先莉). Chin. Phys. B, 2024, 33(9): 090203.
[4] Performance enhancement of a viscoelastic bistable energy harvester using time-delayed feedback control
Mei-Ling Huang(黄美玲), Yong-Ge Yang(杨勇歌), and Yang Liu(刘洋). Chin. Phys. B, 2024, 33(6): 060203.
[5] Dynamic responses of an energy harvesting system based on piezoelectric and electromagnetic mechanisms under colored noise
Yong-Ge Yang(杨勇歌), Yun Meng(孟运), Yuan-Hui Zeng(曾远辉), and Ya-Hui Sun(孙亚辉). Chin. Phys. B, 2023, 32(9): 090201.
[6] Design of a photonic crystal fiber polarization beam splitter with simple structure and ultra-wide bandwidth
Yun-Peng Wei(魏云鹏), Jin-Hui Yuan(苑金辉), Yu-Wei Qu(屈玉玮), Shi Qiu(邱石), Xian Zhou(周娴), Bin-Bin Yan(颜玢玢), Kui-Ru Wang(王葵如), Xin-Zhu Sang(桑新柱), and Chong-Xiu Yu(余重秀). Chin. Phys. B, 2023, 32(10): 104210.
[7] Design of a polarization splitter for an ultra-broadband dual-core photonic crystal fiber
Yongtao Li(李永涛), Jiesong Deng(邓洁松), Zhen Yang(阳圳), Hui Zou(邹辉), and Yuzhou Ma(马玉周). Chin. Phys. B, 2022, 31(5): 054215.
[8] Micro thermoelectric devices: From principles to innovative applications
Qiulin Liu(刘求林), Guodong Li(李国栋), Hangtian Zhu(朱航天), and Huaizhou Zhao(赵怀周). Chin. Phys. B, 2022, 31(4): 047204.
[9] Theoretical study on the exciton dynamics of coherent excitation energy transfer in the phycoerythrin 545 light-harvesting complex
Xue-Yan Cui(崔雪燕), Yi-Jing Yan(严以京), and Jian-Hua Wei(魏建华). Chin. Phys. B, 2022, 31(1): 018201.
[10] Design and optimization of a nano-antenna hybrid structure for solar energy harvesting application
Mohammad Javad Rabienejhad, Mahdi Davoudi-Darareh, and Azardokht Mazaheri. Chin. Phys. B, 2021, 30(9): 098503.
[11] Dynamical analysis for hybrid virus infection system in switching environment
Dong-Xi Li(李东喜), Ni Zhang(张妮). Chin. Phys. B, 2020, 29(9): 090201.
[12] Extinction mechanisms of hyperbolic h-BN nanodisk
Runkun Chen(陈闰堃), Jianing Chen(陈佳宁). Chin. Phys. B, 2020, 29(5): 057802.
[13] Design of diamond-shape photonic crystal fiber polarization filter based on surface plasma resonance effect
Yongxia Zhang(张永霞), Jinhui Yuan(苑金辉), Yuwei Qu(屈玉玮), Xian Zhou(周娴), Binbin Yan(颜玢玢), Qiang Wu(吴强), Kuiru Wang(王葵如), Xinzhu Sang(桑新柱), Keping Long(隆克平), Chongxiu Yu(余重秀). Chin. Phys. B, 2020, 29(3): 034208.
[14] Broadband energy harvesting based on one-to-one internal resonance
Wen-An Jiang(姜文安), Xin-Dong Ma(马新东), Xiu-Jing Han(韩修静)†, Li-Qun Chen(陈立群), and Qin-Sheng Bi(毕勤胜). Chin. Phys. B, 2020, 29(10): 100503.
[15] Vertical profile of aerosol extinction based on the measurement of O4 of multi-elevation angles with MAX-DOAS
Fusheng Mou(牟福生), Jing Luo(雒静), Suwen Li(李素文), Wei Shan(单巍), Lisha Hu(胡丽莎). Chin. Phys. B, 2019, 28(8): 084212.
No Suggested Reading articles found!