Submitted:
07 July 2026
Posted:
08 July 2026
You are already at the latest version
Abstract
Ageratina adenophora, a highly aggressive weed originating from central Mexico and Costa Rica, has invaded and become naturalized across tropical and subtropical regions, posing substantial challenges to biodiversity conservation and ecological restoration. Although extensive research has elucidated its impacts on various ecosystems and advanced understanding of its phytotoxicity, studies in grassland landscapes remain limited. This study therefore focused on Chengjiang County in southwestern China, a region heavily invaded by A. adenophora. Based on a preliminary survey, five grassland species commonly co-occurring and competing with it were assessed by using seedling growth bioassays and physiological measurements under its aqueous tissue extract. Results showed concentration-dependent dynamic changes in recipient plants. Specifically, malondialdehyde (MDA) and proline (Pro) content were negatively correlated with seedling height and root length (p < 0.05; p < 0.01), indicating the extract caused severe membrane damage and subsequent growth inhibition. Notably, Saccharum arundinaceum exhibited the greatest increase in peroxidase (POD) and catalase (CAT) activity and the highest allelopathic response index (-0.58), followed by Rumex hastatus (-1.05) and Calamagrostis epigeios (-1.08), highlighting it as the least sensitive to A. adenophora stress. Our findings clarify indigenous grassland plant responses to A. adenophora, providing insights into bioherbicide development and replacement strategies.

Keywords:
1. Introduction
2. Materials and Methods
2.1. Plant Materials
2.2. Preparation of A. Adenophora Aqueous Extract
2.3. Preparation of Agar Germination Medium
2.4. Seed Germination Experiment Design
2.5. Data Acquisition and Seed Germination Index Calculation
2.6. The Allelopathic Response Index Calculation
2.7. Physiological Indices Measurement of Seedlings
2.8. Data Analysis
3. Results
3.1. Effects of A. Adenophora Aqueous Extracts on Recipient Plants Seed Germination
3.2. Effects of A. Adenophora Extracts on Recipient Plants Seedling Growth
3.3. Malondialdehyde (MDA) and Proline (Pro) Content Dynamic of Recipient Plants Under A. Adenophora Tissue Extract Stress
3.4. Seedling Antioxidant Enzyme Activity Dynamic of Recipient Plants Under A. Adenophora Aqueous Extract Stress
3.5. Intensity of Allelopathic Response of Recipient Plants Under A. Adenophora Stress
4. Discussion
4.1. The Inhibitory Effects of A. Adenophora Tissue Extract on the Germination and Seedling Growth of Recipient Plants
4.2. Physiological Responses of Recipient Plant to A. Adenophora Allelopathic Stress
4.3. Application of Replacement Control Approach for A. Adenophora Management
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| MDA | Malondialdehyde |
| Pro | Proline |
| POD | Peroxidase |
| CAT | Catalase |
| GR | Germination rate |
| GE | Germination energy |
| GI | Germination index |
| VI | Vigor index |
| RI | Response index |
References
- Ma, S.J. Flora of invasive plants in China. Shanghai Jiao Tong University Press. 2020, 4, https://www.jiaodapress.com.cn/Data/BookContent/16244.
- Cheng, W.; Jia, G.; Zhang, J.; Lin, L.; Cui, M.; Zhang, D.; Jiao, M.; Zhao, X.; Wang, S.; Dong, J.; Xing, Z. Transcriptome and metabolome analysis of the synthesis pathways of allelochemicals in Eupatorium adenophorum. ACS omega 2022, 7, 16803-16816. [CrossRef]
- Yuan, C.; Wang, Q.; Chen, Y.; Zhang, L.D.; Tan, L.; Fu, R.H.; Yang, J.T.; Li, Y.; Liu, M.; Stephen, G.C. Impacts of a biocontrol agent on invasive Ageratina adenophora in Southwest China: Friend or foe? Biol. Control. 2021, 152, 104471. [CrossRef]
- Callaway, R.M.; Ridenour, W.M. Novel weapons: invasive success and the evolution of increased competitive ability. Front. Ecol. Environ. 2004, 2, 436–443. [CrossRef]
- Darji, T.B.; Adhikari, B.; Pathak, S.; Neupane, S.; Thapa, L.B.; Bhatt, T.D.; Pant, R.R.; Pant, G.; Pal, K.B.; Bishwakarma, K. Phytotoxic effects of invasive Ageratina adenophora on two native subtropical shrubs in Nepal. Sci. Rep. 2021, 11, 13663. [CrossRef]
- Ren, Z.; Okyere, S.K.; Wen, J.; Xie, L.; Cui, Y.; Wang, S.; Wang, J.; Cao, S.; Shen, L.; Ma, X.; Yu, S.; Deng, J.; Hu, Y. An overview: The toxicity of Ageratina adenophora on animals and its possible interventions. Int. J. Mol. Sci. 2021, 22, 11581. [CrossRef]
- Khatri, K.; Bargali, K.; Bargali, S.S. Allelopathic effects of fresh and dried leaf extracts of Ageratina adenophora on rice varieties. Discov. Plants 2025, 2, 96. [CrossRef]
- Kalisz, S.; Kivlin, S.N.; Bialic-Murphy, L. Allelopathy is pervasive in invasive plants. Biol. Invasions 2021, 23, 367-371. [CrossRef]
- Jiao, Y.; Huang, J. Allelopathic effects of aqueous extracts from uncomposted and composted Mexican devil (Ageratina adenophora) plants on forest fungal growth and soil nitrogen and phosphorus mobilization. Weed Sci. 2024, 72, 76-85. [CrossRef]
- Khatri, K.; Bargali, K.; Bargali, S.S.; Negi, B. Effects of leaf residues from Ageratina adenophora on germination, growth and productivity of two rabi crops. Acta. Ecol. Sinica. 2023, 43, 363-374. [CrossRef]
- Tripathi, R.S.; Singh, R.S.; Rai, J.P.N. Allelopathic potential of Eupatorium adenophorum a dominant ruderal weed of meghalaya india. Proc. Indian. Natl. Sci. Acad. B. Biol. Sci. 1981, 47, 458-465. https://eurekamag.com/research/004/698/004698020.php.
- Khatri, K.; Bargali, K.; Negi, B.; Bargali, S.S. Germination and early seedling growth of two rice varieties as affected by invasive Ageratina adenophora. Curr. Agri. Res. 2020, 8, 2. https://dx.doi.org/10.12944/CARJ.8.2.06.
- Mou, D.; Zhang, S.B.; Ou, W.Y.; Tang, J.W.; Cairang, D.Z.; Xie, J.X. Prospects for replacement control for native invader Ligularia virgaurea. Journal of Biosafety 2020, 29, 235-241. [CrossRef]
- Shen, S.; Xu, G.; Li, D.; Jin, G.; Liu, S.; Clements, D.R.; Yang, Y.; Rao, J.; Chen, A.; Zhang, F.; Zhu, X.; Weston, L.A. Potential use of sweet potato (Ipomoea batatas (L.) Lam.) to suppress three invasive plant species in agroecosystems (Ageratum conyzoides L., Bidens pilosa L., and Galinsoga parviflora Cav.). Agronomy 2019, 9, 318. [CrossRef]
- Cui, Y.C.; Chuang, L.; Wen, L.N.; Fan, Z.W.; Zhang, F.D.; Ma, G.Z.; Shen, S.C.; Xu, G.F.; Yang, S.S.; Xu, Y.; Zhen, F.P. Control effects of alternative species and herbicides on Ageratina adenophora and their interaction. Journal of Biosafety 2022, 31, 336-344. [CrossRef]
- Pan, Y.M.; Tang, S.C.; Wei, C.Q.; Li, X.Q.; Lü, S.H. Competition between three native plants and invasive Ageratina adenophora. Acta. Ecologica. Sinica. 2022, 42, 2394-2404. http://dx.doi.org/10.5846/stxb202102240509.
- Shi, W.; An, T.; Yang, X.; Li, Y.; Yimingniyazi, A.; Liu, Z.; Feng, Y. Norsesquiterpenes from Lolium perenne and their replacement control of an invasive plant, Ageratina adenophora, through allelopathy. Molecules 2025, 30, 2384. [CrossRef]
- Bardgett, R.D.; Bullock, J.M.; Lavorel, S.; Manning, P.; Schaffner, U.; Ostle, N.; et al. Combatting global grassland degradation. Nat. Rev. Earth Environ. 2021, 2, 720–735. [CrossRef]
- Hao, L.F.; Han, Y.X.; Wu, Q.M.; Wang, R.; Lin, K.J. Status of invasive alien species in grassland of China and suggestions for prevention and control. Plant Prot. 2022, 48, 10-20. https://link.cnki.net/doi/10.16688/j.zwbh.2022258.
- Liu, F.; Zhang, Q.; Wang, J.; Liu, Y.; Wang, W.; Li, S. Ecological security assessment of Yunnan Province, China in the context of Production-Living-Ecological space division. Ecol. Evol. 2024, 14, e70131. [CrossRef]
- Xie, B.; Jones, P.; Dwivedi, R.; Bao, L.; Liang, R. Evaluation, comparison, and unique features of ecological security in southwest China: a case study of Yunnan Province. Ecol. Indic. 2023, 153, 110453. [CrossRef]
- Xie, G.; Sun, C.; Luo, W.; Gong, Y.; Tang, X. Distinct ecological niches and community dynamics: understanding free-living and particle-attached bacterial communities in an oligotrophic deep lake. Appl. Environ. Microbiol. 2024, 90, e0071424. [CrossRef]
- Zhao, L.Y.; Guan, L.R.; Zou, Q.M.; Xu, L.; Wang, Y.; Pan, N.H.; Liu, S.T.; Wu, S.R.; Wu, D.X.; Xie, Y. Landscape heterogeneity drives plant assemblage dynamics and invasibility of semi-natural grasslands uunder the long-term invasion of Ageratina adenophora. Plants 2026, 15, 862. [CrossRef]
- Ernst, A.R.; Larkin, D.J.; Kramer, A.T.; Glasenhardt, M.C.; Hipp, A.L. Diverse ecological strategies increase invasion resistance in an experimental grassland restoration. Ecol. Evol. 2025, 15, e71575. [CrossRef]
- Judžentienė, A.; Būdienė, J.; Labanauskas, L.; Stancelytė, D.; Nedveckytė, I. Allelopathic activity of Canadian goldenrod (Solidago canadensis L.) extracts on seed germination and growth of lettuce (Lactuca sativa L.) and garden pepper cress (Lepidium sativum L.). Plants 2023, 12, 1421. [CrossRef]
- Peng, D.; Chen, Z.; Hu, X.; Li, Z.; Song, B.; Sun, H. Seed dormancy and germination characteristics of two Rheum species in the Himalaya-Hengduan Mountains. Plant Divers. 2017, 39, 180-186. [CrossRef]
- Możdżeń, K.; Barabasz-Krasny, B.; Zandi, P.; Kliszcz, A.; Puła, J. Effect of aqueous extracts from Solidago canadensis L. leaves on germination and early growth stages of three cultivars of Raphanus sativus L. Var. radicula pers. Plants 2020, 9, 1549. [CrossRef]
- Wang, X.; Zhang, R.; Wang, J.; Di, L.; Wang, H.; Sikdar, A. The effects of leaf extracts of four tree species on Amygdalus pedunculata seedlings growth. Front. Plant Sci. 2021, 11, 587579. [CrossRef]
- Borges, C.V.; Orsi, R.O.; Maraschin, M.; Lima, G.P. Oxidative stress in plants and the biochemical response mechanisms. In Plant stress mitigators; Ghorbanpour, M., Shahid, M.A., Eds.; Publisher: Academic Press, 2023, 455-468. [CrossRef]
- Yao, Y.; Nan, L.; Wang, K.; Xia, J.; Ma, B.; Cheng, J. Integrative leaf anatomy structure, physiology, and metabolome analyses revealed the response to drought stress in sainfoin at the seedling stage. Phytochem. Anal. 2024, 35, 1174-85. [CrossRef]
- Li, H.; Li, Y.; Ke, Q.; Kwak, S.S.; Zhang, S.; Deng, X. Physiological and differential proteomic analyses of imitation drought stress response in sorghum bicolor root at the seedling stage. Int. J. Mol. Sci. 2022, 21, 9174. [CrossRef]
- Wang, H.; He, S.; Fan, Y.; Li, T.; Xu, L.; Ma, J.; Wu, J.; Liu, H.; Liu, X.; Mou, C.; Zhao, M.; Chen, L.; Zhu, L.; Zeng, L.; Luo, A. Light intensity is a crucial factor that regulates growth, physiological traits, antioxidant defense, and metabolite acquisition in Dendrobium denneanum. Physiol. Mol. Biol. Plants 2025, 31, 895-911. [CrossRef]
- Kadhum, M.A.; Hadwan, M.H. A precise and simple method for measuring catalase activity in biological samples. Chem. Pap. 2021, 75, 1669-78. [CrossRef]
- Đorđević, T.; Đurović-Pejčev, R.; Stevanović, M.; Sarić-Krsmanović, M.; Radivojević, L.; Šantrić, L.; Gajić-Umiljendić, J. Phytotoxicity and allelopathic potential of Juglans regia L. leaf extract. Front. Plant Sci. 2022, 13, 986740. [CrossRef]
- Hussain, M.I.; Muscolo, A.; Ahmed, M. Plant responses to biotic and abiotic stresses: Crosstalk between biochemistry and ecophysiology. Plants 2022, 11, 3294. [CrossRef]
- Jiang, Z.; van Zanten, M.; Sasidharan, R. Mechanisms of plant acclimation to multiple abiotic stresses. Commun. Biol. 2025, 8, 655. [CrossRef]
- Zhu, X.; Yi, Y.; Huang, L.; Zhang, C.; Shao, H. Metabolomics reveals the allelopathic potential of the invasive plant Eupatorium adenophorum. Plants 2021, 10, 1473. [CrossRef]
- Sun, C.; Li, Q.; Han, L.; Chen, X.; Zhang, F. The effects of allelochemicals from root exudates of Flaveria bidentis on two Bacillus species. Front. Plant. Sci. 2022, 13, 1001208. [CrossRef]
- Shen, S.C.; Xu, G.F.; Zhang, F.D.; Jin, G.M.; Liu, S.F.; Yang, Y.X.; Zhang, Y.H. Allelopathic effects of water extracts from sweet potato (Ipomoea batatas) leaves on five major farming weeds. Acta. Ecol. 2017, 37, 1931-1938. [CrossRef]
- Khatri, K.; Negi, B.; Bargali, K.; Bargali, S.S. Toxicological assessment of invasive Ageratina adenophora on germination and growth efficiency of native tree and crop species of Kumaun Himalaya. Ecotoxicology 2024, 33, 697-708. [CrossRef]
- Devi, E.L.; Kumar, S.; Singh, T.B.; Sharma, S.K.; Beemrote, A.; Devi, C.P.; Chongtham, S.K.; Singh, C.H.; Yumlembam, R.A.; Haribhushan, A.; Prakash, N. Adaptation strategies and defence mechanisms of plants during environmental stress. In Medicinal Plants and Environmental Challenges; Ghorbanpour, M., Varma, A., eds.; Publisher: Springer, Cham, 2017, 31, 359-413. [CrossRef]
- Nawaz, M.; Sun, J.; Shabbir, S.; Khattak, W.A.; Ren, G.; Nie, X.; Bo, Y.; Javed, Q.; Du, D.; Sonne, C. A review of plants strategies to resist biotic and abiotic environmental stressors. Sci. Total Environ. 2023, 900, 165832. [CrossRef]
- José, L.H.; Ragan, M.C. The ecological importance of allelopathy. Annu. Rev. Ecol. Evol. S. 2021, 52, 25-45. [CrossRef]
- Yang, G.Q.; Qiu, W.R.; Jin, Y.N.; Wan, F.H. Potential allelochemicals from root exudates of invasive Ageratina adenophora. Allelopathy J. 2013, 32, 233-242. https://www.researchgate.net/publication/286567404.
- Yang, G.; Guo, J.; Zhu, X.; Shao, H.; Gao, T. Soil chemicals from croftonweed (Ageratina adenophora) are phytotoxic. Weed Sci. 2016, 64, 223-230. [CrossRef]
- Ma, D.W.; Wang, Y.N.; Wang, Y.; Zhang, H.; Liao, Y.; He, B. Advance in allelochemical stress induced damage to plant cells. Journal of Ecology 2015, 35, 1640-1645. [CrossRef]
- Bogatek, R.; Gniazdowska, A. ROS and phytohormones in plant-plant allelopathic interaction. Plant Signal. Behav. 2007, 2, 317-318. [CrossRef]
- Yu, B.; Chao, D.Y.; Zhao, Y. How plants sense and respond to osmotic stress. J. Integr. Plant Biol. 2024, 66, 394-423. [CrossRef]
- Arif, Y.; Singh, P.; Siddiqui, H.; Bajguz, A.; Hayat, S. Salinity induced physiological and biochemical changes in plants: An omic approach towards salt stress tolerance. Plant Physiol. Biochem. 2020, 156, 64-77. [CrossRef]
- Qi, W.; Wang, F.; Ma, L.; Qi, Z.; Liu, S.; Chen, C.; Wu, J.; Wang, P.; Yang, C.; Wu, Y.; Sun, W. Physiological and biochemical mechanisms and cytology of cold tolerance in Brassica napus. Front. Plant Sci. 2020, 11, 1241. [CrossRef]
- Ghosh, U.K.; Islam, M.N.; Siddiqui, M.N.; Cao, X.; Khan, M.A.R. Proline, a multifaceted signalling molecule in plant responses to abiotic stress: understanding the physiological mechanisms. Plant Biol. J. 2022, 24, 227-239. [CrossRef]
- Mir, R.A., Khah, M.A. Recent progress in enzymatic antioxidant defense system in plants against different environmental stresses. Improving stress resilience in plants 2024, 1, 203-224. [CrossRef]
- Tavanti, T.R.; Melo, A.A.R.; Moreira, L.D.K.; Sanchez, D.E.J.; Silva, R.D.S.; Silva, R.M.D.; Reis, A.R.D. Micronutrient fertilization enhances ROS scavenging system for alleviation of abiotic stresses in plants. Plant Physiol. Biochem. 2021, 160, 386-396. [CrossRef]
- Guo, Y.; Xiang, C.L.; Ye, Y.L.; Chen, X.J.; Zhen, S.; Kun, X.F.; Liu, H.H. Allelopathy of Eupatorium adenophorum extracts on seed germination and seedling growth of different strawberry varieties. Seed 2021, 40, 96-101. https://link.cnki.net/doi/10.16590/j.cnki.1001-4705.2021.06.096.
- Ding, Y.F.; Yang, S.J.; Wang, X.L.; Cao, Z.L. Allelopathic effect of Eupatorium adenophorum water extract on pinus yunnanensis and the key enzyme activity of its seed germination. Seed 2024, 43, 111-115. https://link.cnki.net/doi/10.16590/j.cnki.1001-4705.2024.07.111.
- Das, M.B.; Acharya, B.D.; Saquib, M.; Chettri, M.K. Effect of aqueous extract and compost of invasive weed Ageratina adenophora on seed germination and seedling growth of some crops and weeds. Journal of Biodiversity Conservation and Bioresource Management 2018, 4, 11-20. [CrossRef]
- Lin, Q.; Wei, T.Z.; Su, S.Q.; Zou, P.H. The effect of aqueous extracts of Ageratina adenophora on seed germination and growth of Neosinocalamus affinis. Journal of Sichuan Forestry Sci. Tech. 2019, 40, 58-61. https://link.cnki.net/doi/10.16779/j.cnki.1003-5508.2019.02.013.
- Piemeisel, R.L.; Carsner, E. Replacement control and biological control. Science 1951, 113, 14-15. [CrossRef]
- Li, W.; Luo, J.; Tian, X.; Soon Chow, W.; Sun, Z.; Zhang, T.; Peng, S.; Peng, C. A new strategy for controlling invasive weeds: selecting valuable native plants to defeat them. Sci. Rep. 2015, 5, 11004. [CrossRef]
- Schuster, M.J.; Wragg, P.D.; Reich, P.B. Using revegetation to suppress invasive plants in grasslands and forests. J. Appl. Ecol. 2018, 55, 2362-2373. [CrossRef]
- Gentili, R.; Citterio, S. Using local hay seed for suppressing invasive alien plants in grasslands. Biodiversity 2021, 22, 91-94. [CrossRef]
- Yin, J. The current status and outlook of Eupatorium adenophorum control in southwest China. Pratacultural Science 2006, 82-85.
- Zhou, S.; Tang, C.J.; Zgang, X.Y. The damage situation and control countermeasures for Eupatorium adenophorum in Sichuan province. Pratacultural Science 2004, 24-26.
- Ma, C.J.; Liu, F.G. Research progress on the application of Pennisetum hydridum in ecological environment remediation. Soil and Water Conservation in China 2012, 41-44. [CrossRef]
- Jiang, Z.L.; Wang, W.Y.; Lei, G.S.; Gui, F.R.; Liu, W.X.; Li, Z.Y. Root growth characteristics and competitive effects of Ageratina adenophora and four functional type herbaceous plants. The journal of applied ecology 2014, 25, 2833-2839. https://link.cnki.net/doi/10.13287/j.1001-9332.2014.0152.
- Wan, F.; Liu, W.; Guo, J.; Qiang, S.; Li, B.; Wang, J.; Yang, G.; Niu, H.; Gui, F.; Huang, W.; Jiang, Z.; Wang, W. Invasive mechanism and control strategy of Ageratina adenophora (Sprengel). Sci. China Life Sci. 2010, 53, 1291-1298. [CrossRef]





| Measurements | Treatments | Recipient plant species | ||||
| R. hastatus | S.arundinaceum | C. epigeios | E. ferruginea | I.cylindrica | ||
| Seedling height (cm) | CK | 2.13±0.08a | 2.90±0.06a | 1.15±0.05a | 2.29±0.06a | 1.32±0.03a |
| L1 | 1.86±0.10a | 2.37±0.04b | 1.01±0.03b | 2.05±0.06b | 1.08±0.02c | |
| L2 | 1.5±0.02b | 1.78±0.12c | 0.67±0.03d | 1.77±0.06c | 0.94±0.03d | |
| L3 | 1.48±0.09b | 1.44±0.06d | 0.59±0.03e | 1.1±0.05e | 0.91±0.02d | |
| L4 | 1.12±0.09c | 0.62±0.02e | 0.25±0.02f | 0.47±0.02f | 0.65±0.03e | |
| R1 | 2.13±0.05a | 2.87±0.04a | 1.04±0.01b | 2.02±0.04b | 1.32±0.02a | |
| R2 | 2.09±0.15a | 2.8±0.04a | 1.03±0.03b | 1.87±0.02c | 1.22±0.03b | |
| R3 | 2.02±0.07a | 2.77±0.08a | 0.92±0.02c | 1.43±0.06d | 1.13±0.04c | |
| R4 | 1.32±0.03bc | 2.51±0.08b | 0.71±0.02d | 1.12±0.03e | 0.99±0.03d | |
| Root length (cm) | CK | 9.27±0.25a | 3.36±0.13a | 3.68±0.19a | 5.34±0.25a | 1.53±0.08a |
| L1 | 5.85±0.06c | 1.20±0.05c | 0.29±0.01cd | 2.00±0.29b | 0.39±0.02cd | |
| L2 | 3.17±0.10e | 0.21±0.02e | 0.24±0.03cde | 0.7±0.05de | 0.14±0.01f | |
| L3 | 1.05±0.13f | 0.16±0.02e | 0.07±0.01ef | 0.52±0.03de | 0.11±0.01f | |
| L4 | 0.46±0.06f | 0.05±0.00e | 0.00±0.00f | 0.09±0.01f | 0.06±0.01f | |
| R1 | 8.83±0.20a | 1.86±0.23b | 0.81±0.05b | 2.07±0.03b | 0.84±0.05b | |
| R2 | 7.48±0.82b | 1.21±0.08c | 0.36±0.02c | 1.41±0.03c | 0.43±0.03c | |
| R3 | 4.09±0.12d | 0.97±0.06c | 0.32±0.01c | 0.83±0.05d | 0.30±0.01de | |
| R4 | 2.40±0.15e | 0.59±0.01d | 0.09±0.02def | 0.42±0.05ef | 0.26±0.01e | |
| Recipient plant | Physiological index | Seedling height | Root length |
| R. hastatus | MDA | -0.94158** | -0.9878** |
| Pro | -0.91696 | -0.97561** | |
| S. arundinaceum | MDA | -0.88146 | -0.96341** |
| Pro | -0.75758* | -0.74164* | |
| C. epigeios | MDA | -0.91132 | -0.83181* |
| Pro | -0.91132 | -0.83181* | |
| E. ferruginea | MDA | -0.95122** | -0.97561* |
| Pro | -0.80488** | -0.80488* | |
| I. cylindrica | MDA | -0.75696 | -0.80488* |
| Pro | -0.9785** | -1 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).