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El Abdellaoui, F., Haouazine, Y., Mouniane, Y., El Madhi, Y. & Hmouni, D. 2025. Ecological implications of fungicide use in rice blast control: A review of international in vivo trials. Research in Ecology 7(5), 17–31. https://doi.org/10.30564/re.v7i5.10402 (Scopus)
Haouazine, Y., El Abdellaoui, F., Mouniane, Y., El Madhi, Y. & Hmouni, D. 2025. Environmental and biotechnological potential of Dunaliella salina for sustainable environmental applications. Ecological Engineering & Environmental Technology 26(11), 101–117. https://doi.org/10.12912/27197050/211755 (Scopus)
Mouniane, Y., El Bakkali, M., Vibhute, A. D., Souissi, A., El-Khadir, I., Chriqui, A., Kadmi, Y. & Hmouni, D. 2025. Optimizing salt tolerance in carob plants (Ceratonia siliqua L.) by cultivating in association with the halophyte Spergularia salina. Journal of Ecological Engineering 26(12), 150–163. https://doi.org/10.12911/22998993/208471 (Scopus)
Mouniane, Y., Vibhute, A.D., Aitouhanni, I., Souissi, A., Kadmi, Y. & Hmouni, D. 2025. Exploring water and salt stress impact on the germination of carob (Ceratonia siliqua, Fabaceae) germplasm ecotypes from Morocco, using machine learning for sustainable cultivation. Journal of Crop Health 77, 159. https://doi.org/10.1007/s10343-025-01224-7 (Scopus)
Aitouhanni, I., Berqia, A., Bouijij, H. & Mouniane, Y. 2025. A novel correction methodology for enhancing predictive accuracy in log solubility forecasting: insights and applications in poorly water-soluble drugs. International Journal of Intelligent Engineering and Systems 18, 786–801. https://doi.org/10.22266/ijies2025.0930.48 (Scopus)
Chriqui, A., Benkhnigue, O., Mouniane, Y., El-Khadir, I., Boudik, S., Taleb, M. S., Hmouni, D. (2025). Lilium candidum L. (Liliaceae), a new exotic species reported in the Jbel Sidi Ali El Jawzi (Prerif, Morocco). Research in Ecology, 7(2), 71–82. https://doi.org/10.30564/re.v7i2.9073 (Scopus)
Soufiani, A., Boualam, A., Khadmaoui, A., Mouniane, Y., Rouani, A., Elouakfaoui, A., Elkhalloufi, F., Bouazza, G., Touil, D., Rouane, J., Hmouni, D. 2025. Association between self-esteem and medication adherence in diabetic patients: A cross-sectional study in Morocco. Activitas Nervosa Superior Rediviva. 67(1), 13-18. http://doi.org/10.31577/ansr.2025.67.1.2 (Scopus)
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Aitouhanni, I., Berqia, A., Kaiss, R., Habiba Bouijij, Mouniane, Y. 2025. Enhancing Environmental Sustainability through Machine Learning: Predicting Drug Solubility (LogS) for Ecotoxicity Assessment and Green Pharmaceutical Design. Journal of Environmental & Earth Sciences, 7(4), 82–95. https://doi.org/10.30564/jees.v7i4.8866 (Scopus)
El-Khadir, I., Mouniane, Y., Chriqui, A., Kouighat, M., Hmouni, D. 2025. Effects of Salt Stress on Origanum majorana and Improvement via Association with Halophytes Plants: Spergularia salina and Aptenia cordifolia. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis. 73(1), 27-35. https://doi.org/10.11118/actaun.2025.003 (Scopus)
Chriqui, A., Benkhnigue, O., Mouniane, Y., El-Khadir, I., Zidane, L., Chaachouay, N., Hmouni, D. 2024. First Record of Fourteen Plant Species in the Western Izarene Massif (Prerif, Morocco). Journal of Environmental & Earth Sciences. 6(3), 273–288. https://doi.org/10.30564/jees.v6i3.7112 (Scopus)
Chriqui, A., Benkhnigue, O., Moujahdi, C., El-Khadir, I., Mouniane, Y., Zidane, L., Hmouni, D. 2024. Contribution to a floristic study of the Ouezzane region (Prerif, North Atlantic Morocco-1). Egyptian Journal of Botany. 64(4), 28-48. http://doi.org/10.21608/ejbo.2024.226380.2439 (Scopus)
Soufiani, A., Boualam, A., Khadmaoui, A., Mouniane, Y., Bensaid, Y., Chakhtoura, K., Bouazza, G., Hmouni, D. 2024. Environmental and psychosocial factors influencing diabetes management in Kenitra, Morocco: a cross-sectional study focusing on self-esteem and socio-cultural context. International Journal of Environmental Studies. 8(1), 87-97. https://doi.org/10.1080/00207233.2024.2405452 (Scopus)
Mbou Fobasso, J., Gerald Anicet, B., Hile Bertrand, D., Boubouama Aime, E., Mouniane, Y. 2024. The Contribution of Remote Sensing to Groundwater Exploration: A Case Study in the Far North Region of Cameroon. International Journal of Innovative Science and Research Technology. 9(8), 124-134. https://doi.org/10.38124/ijisrt/IJISRT24AUG127 (Google Scholar)
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Choukri, S., Bouigua, H., Choukri, N., Hammouti, B., Mouniane, Y., Ettouil, A., Rokni, Y., Ouhssine, M. 2023. Characterization, Acidifying, and Antibacterial Activity of Lactic Acid Bacteria Against Spoilage Strains Present in Chicken Meat. ASEAN Journal of Science and Engineering. 3(3), 321-332. https://doi.org/10.17509/ajse.v3i3.60380 (Scopus)
Choukri, S., Dahaieh, N., Ijoub, R., Nehiri, M., Ettouil, A., Atfaoui, K., Mouniane, Y., Rokni, Y., Ouhssine, M. 2022. Phenotypic identification of five homolactic-type lactic strains, isolated from three different barley-based biotopes. Journal of Xi’an Shiyou University, Natural Science Edition. 18(12), 1111-1115. https://www.xisdxjxsu.asia/V18I12-99.pdf (Google Scholar)
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Aitouhanni, I., Mouniane, Y., Berqia, A. 2024. Machine Learning-Powered Prediction of molecule Solubility: Paving the Way for environmental, and energy applications. BIO Web of Conferences. 109, 01037. Conference on Water, Agriculture, Environment and Energy (WA2EN2023). https://doi.org/10.1051/bioconf/202410901037 (Scopus)
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El Ouardi, B., Mouniane, Y., El Bakkali, M., El-Khadir, I., Rektouti, M., & Aouane, E. M. (2026). Numerical Ordination and Permutation-Based Inference: RDA–PLSR Modeling of Environmental Structuring of Biochemical and Antioxidant Profiles. In S. Derici (Ed.), Advancements in Numerical Analysis and Quantitative Decision-Making (pp. 269-298). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-6746-0.ch010 (Scopus)
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Bouchibti, Y., Belkadi, N., Bassa, N., Hamouda, A., & Mouniane, Y. (2026). Using Multispectral and Radar Imagery to Estimate Citrus Water Requirements in the Context of Climate Change in the MENA Region: Case From Morocco. In M. Hadi El Maknouzi & H. Sadok (Eds.), Impacts of Climate Change on Agriculture in the MENA Region (pp. 281-312). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-3346-5.ch010 (Scopus)
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Tassi, C. K., Anicet, B. G., Limaleba, R. B., & Mouniane, Y. (2026). Leveraging City Information Modeling (CIM) and GIS for Sustainable Road Infrastructure: The SIC Housing Access Road in Mfou, Cameroon. In M. Mekawy (Ed.), Building Information Modeling and Geographic Information Systems for Next-Generation Spatial Intelligence (pp. 83-112). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-4058-6.ch004 (Scopus)
El-Khadir, I., Mouniane, Y., El Bakkali, M., Chriqui, A., & Hmouni, D. (2026). Green Development in Degraded Agricultural Zones: Lessons From Plant-Based Economic Revitalization. In A. Köktaş & A. Gölçek (Eds.), Inequality and Environmental Degradation in a Prosperity-Driven World (pp. 429-462). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-1862-2.ch014 (Scopus)
Mouniane, Y., El-Khadir, I., Chriqui, A., El Ouardi, B., Aitouhanni, I., Oudghiri, M., Soufiani, A., & Hmouni, D. (2026). Epigenetic Regulation and Plant Adaptation to Environmental Stress: Towards New Strategies for Sustainable Agriculture. In M. Waseem & L. Pingwu (Eds.), Epigenetic Mechanisms in Plant Stress Adaptation (pp. 261-280). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-8648-4.ch011 (Scopus)
Aitouhanni, I., Berqia, A., Mouniane, Y., El Bakkali, M., Rektouti, M., Masmoudi, S., Belomaria, M., El Ouardi, B., Elorch, I., & Aouane, E. M. (2026). Leveraging AI and Linear Regression for Advancements in Cheminformatics: A Focus on Predicting Molecular Solubility. In S. Derici (Ed.), Multi-Criteria Decision Making Methods and Sustainable Applications in the Digital Age (pp. 427-450). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-8789-4.ch014 (Scopus)
Aitouhanni, I., El Bakkali, M., Choukri, S., El Ouardi, B., Mouniane, Y., Masmoudi, S., Rektouti, M., Elorch, I., Belomaria, M., & Aouane, E. M. (2026). Exploring the Role of Deep Learning in Image Analysis for Breast Cancer Diagnosis. In S. Derici (Ed.), Multi-Criteria Decision Making Methods and Sustainable Applications in the Digital Age (pp. 451-472). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-8789-4.ch015 (Scopus)
Ezhani, W., El Bakkali, M., Mouniane, Y., Kadmi, Y., Zazouli, S., Amenzou, N., & Habsaoui, A. (2026). Integrating Spectroscopic and Isotopic Data with Multi-Criteria Decision Making for Traceability and Fraud Detection in Edible Oils. In S. Derici (Ed.), Multi-Criteria Decision Making Methods and Sustainable Applications in the Digital Age (pp. 359-392). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-8789-4.ch012 (Scopus)
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Aoujil, F. Z., Bouzelmad, M., Darmane, Y., Mouniane, Y., El Bakkali, M. (2026). Understanding the impact of Moroccan weather on the durability of solar mirror: A comprehensive review. In I. Shah & N. Jhanjhi (Eds.), Advances in computational intelligence for climate change security and sustainability (pp. 223–256). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-9132-7.ch009 (Scopus)
El-Khadir, I., Mouniane, Y., Chriqui, A., El Bakkali, M., Hmouni, D. (2026). Integrating explainable AI, deep learning, and causal inference to unveil salinity stress responses in Lavandula dentata: A study under co-cultivation systems in the context of climate change. In I. Shah & N. Jhanjhi (Eds.), Advances in computational intelligence for climate change security and sustainability (pp. 153–186). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-9132-7.ch007 (Scopus)
El-Khadir, I., Mouniane, Y., Chriqui, A., Oudghiri, M., El Bakkali, M., Hmouni, D. (2026). Synergistic effects of halophyte intercropping on the salt stress tolerance of Rosmarinus officinalis L.: A sustainable approach for climate-resilient agriculture. In I. Shah & N. Jhanjhi (Eds.), Advances in computational intelligence for climate change security and sustainability (pp. 187–222). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-9132-7.ch008 (Scopus)
Diaconu, L., Mouniane, Y. (2026). Environmental control: Types, forms, and methods of enforcement. In I. Shah & N. Jhanjhi (Eds.), Advances in computational intelligence for climate change security and sustainability (pp. 63–94). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-9132-7.ch004 (Scopus)
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El Ghazrani, I., Belkadi, N., Araba, A., El Mansouri, L., Mouniane, Y. (2026). The digitization of the Moroccan bovine dairy sector: Current situation, challenges, and prospects. In P. Mendes de Souza (Ed.), Next-generation technologies in dairy processing and production (pp. 223–244). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-9949-1.ch008 (Scopus)
Machtoune, K., Belmahi, N., El Ghouli, S., Barha, M., Kaiss, R., Mouniane, Y., Diaconu, L., Derkaoui, A., Farahi, A., Charef, F. (2026). Carob tree (Ceratonia siliqua L.): A sustainable solution for green entrepreneurship. In P. Mehra & P. Kumar (Eds.), Incentives and benefits for adopting green entrepreneurship practices (pp. 65–78). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-9306-2.ch003 (Scopus)
Mengue, S. B., Anicet, B. G., Bertrand, D. H., Aime, E. B., Mehdioui, S., Diaconu, L., El Bakkali, M., Kaiss, R., Mouniane, Y., Derici, S. (2026). Evaluation and management of coastal erosion using DSAs and creation of a spatial data infrastructure in Kribi, Cameroon. In S. Gunasagaran & K. Kam (Eds.), Sustainable construction and heritage conservation in the digital age (pp. 339–360). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-5278-7.ch011 (Scopus)
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Rachmoune, K., Aknouch, A., Belcadi, H., El Ouardi, Y., Mouniane, Y., Aitouhanni, I., Mabsor-Zgandaoui, S., Rhazi, M., Belkadi, M. C., Moutaouakkil, A. (2025). Role of secondary metabolites in essential oils for antimicrobial activity and the integration of artificial intelligence to optimize their use. In A. Alexiou et al. (Eds.), Secondary metabolites and their applications in various diseases (pp. 81–114). IGI Global. https://doi.org/10.4018/979-8-3693-9112-9.ch003 (Scopus)
Mouniane, Y., Kadmi, Y., Doubi, M., Tabi, S., El-Khadir, I., Chriqui, A., Soufiani, A., El Ouardi, B., Rachmoune, K., Souissi, A., Sharma, A., Joshi, S., Belkadi, M. C., & Hmouni, D. (2025). Secondary Metabolites of Carob Tree (Ceratonia siliqua L.): Potential Applications. In A. Alexiou et al. (Eds.), Secondary Metabolites and Their Applications in Various Diseases (pp. 381–408). IGI Global. https://doi.org/10.4018/979-8-3693-9112-9.ch011 (Scopus)
Gerald, A.B., Vibhute, A.D., Aitouhanni, I., Mouniane, Y., El-Khadir, I., Chriqui, A., Mehdioui, S., Hmouni, D. 2025. Precision Agriculture and Artificial Intelligence: Towards Sustainable Resource Management in the Face of Climate Challenges. Generative Adversarial Networks for Remote Sensing, edited by Amol Dattatraya Vibhute, et al., IGI Global, pp. 227-256. https://doi.org/10.4018/979-8-3693-6900-5.ch009 (Scopus)
Aitouhanni, I., Berqia, A., Vibhute, A.D., Mouniane, Y., Manohar, B. 2025.Modeling Log S: Evaluating a Novel Predictive Approach Using Machine Learning on Diverse Datasets. Environmental Monitoring Technologies for Improving Global Human Health, edited by Olga Anatolievna Pasko and Nadezhda Anatolievna Lebedeva, IGI Global, 2025, pp. 425-448. https://doi.org/10.4018/979-8-3693-8532-6.ch018 (Scopus)
Aoujil, F.Z., Vibhute, A.D., Mouniane, Y., Hadjab, S., Aitouhanni, I., Choukri, S., Amallal, F., El Ouardi, B. 2025. Improving Renewable Energy Production Systems Using Artificial Intelligence. Integrating Artificial Intelligence Into the Energy Sector, edited by Abdelkader Mohamed Sghaier Derbali, IGI Global, 2025, pp. 133-144. https://doi.org/10.4018/979-8-3693-7112-1.ch007 (Scopus)
El-Hajjaji, C., Msairi, S., Ninich, O., Mouniane, Y., Choukri, S., Hedhiri, R., Benali, T., Souissi, A., Hachana, A., Dahmani, J. 2025. Antifungal Properties of Essential Oils From Rosmarinus Officinalis, Citrus Aurantium, and Origanum Majorana: In Vitro Evaluation for Biological Control Agents. Mycological Inventions for Sustainable Agriculture and Food Production, edited by Arun Kumar Kashyap and Abhimanyu Jogawat, IGI Global, 2025, pp. 309-326. https://doi.org/10.4018/979-8-3693-8201-1.ch014 (Scopus)
Mouniane, Y., Vibhute, A.D., Kadmi, Y., Chriqui, A., El-Khadir, I., Soufiani, A., Doubi, M., Bautista, X.G., Cardenas, J.A.A., Hmouni, D. 2025. Using Phytoremediation to Treat Industrial and Pharmaceutical Wastewater: Innovations and Future Prospects. Biotechnology Approaches to Industrial and Pharmaceutical Wastewater Treatment, edited by Ajmer Singh Grewal, et al., IGI Global, pp. 277-298. https://doi.org/10.4018/979-8-3693-8487-9.ch009 (Scopus)
Chriqui, A., Mouniane, Y., Bensaid, A., Soufiani, A., Arabi, R., Manhou, K., Ameziane, H., Benkhnigue, O., Mabrouki, J., Hmouni, D. 2024. Medicinal Flora of the Municipality Asjen of the Ouezzane Region, Morocco: A Comprehensive Look at the Biodiversity of Its Natural Resources—A Review. In: Mabrouki, J., Mourade, A. (eds) Technical and Technological Solutions Towards a Sustainable Society and Circular Economy. World Sustainability Series. Springer, Cham. https://doi.org/10.1007/978-3-031-56292-1_45 (Scopus)
Ameziane, H., Slaoui, M., Marsafi, Y., El-Khadir, I., Chriqui, A., Mouniane, Y., El Finou, H., Hmouni, D. 2024. Contribution to the Substrate Effect Study on the Morpho-Physiological Behaviour of Origanum Majorana l. Under Salt Stress. In: Mabrouki, J., Mourade, A. (eds) Technical and Technological Solutions Towards a Sustainable Society and Circular Economy. World Sustainability Series. Springer, Cham. https://doi.org/10.1007/978-3-031-56292-1_32 ((Scopus)
Mouniane, Y., Chriqui, A., El-Khadir, I., Hbyaj, K., El-Moustaqim, K., Mezouara, M., Zirari, M., Mabrouki, J., Hmouni, D. 2024. Impact of Remote Sensing on Irrigation Management in Precision Agriculture. In: Mabrouki, J., Mourade, A. (eds) Technical and Technological Solutions Towards a Sustainable Society and Circular Economy. World Sustainability Series. Springer, Cham. https://doi.org/10.1007/978-3-031-56292-1_19 (Scopus)
Mezouara, M., Hbyaj, K., Soufiani, A., Mouniane, Y., Chriqui, A., Ben Ramdane, K., Ouhammou, I., Mabrouki, J., Hmouni, D. 2024. Potential of Functional Foods in Diabetes Management: A Review of Coriandrum sativum, Ficus carica, Camellia sinensis. Advancements in Climate and Smart Environment Technology, edited by Jamal Mabrouki and Mourade Azrour, IGI Global, 2024, pp. 88-99. https://doi.org/10.4018/979-8-3693-3807-0.ch008 (Scopus)
El-Khadir, I., Ktaoui, S., Mouniane, Y., Chriqui, A., Mabrouki, J., Ameziane, H., Hmouni, D. 2024. Improved Salt Stress Tolerance of Salvia Officinalis Grown in the Presence of a Halophytic Plant Spergularia Maritima: Analysis of Morpho-Physiological Parameters. In: Mabrouki, J., Azrour, M. (eds) Integrated Solutions for Smart and Sustainable Environmental Conservation. Studies in Systems, Decision and Control, vol 527. Springer, Cham. https://doi.org/10.1007/978-3-031-55787-3_2 (Scopus)
Mouniane, Y., Chriqui, A., El-Khadir, I., Bensaid, A., Arabi, R., Zoubir, M.H., Mabrouki, J., Hmouni, D. 2024. Investigation on the Phytosociology and Soil Characteristics of Carob Tree (Ceratonia siliqua L.) in Northeast Morocco: Implications for Biodiversity Conservation and Ecosystem Restoration. In: Mabrouki, J., Azrour, M. (eds) Integrated Solutions for Smart and Sustainable Environmental Conservation. Studies in Systems, Decision and Control, vol 527. Springer, Cham. https://doi.org/10.1007/978-3-031-55787-3_10 (Scopus)
Chriqui, A., Mouniane, Y., Arabi, R., El-Khadir, I., Benchrifa, M., Mabrouki, J., Keridou, A., Hmouni, D. 2024. Study of the Impact of Irrigation with Wastewater Through the Evaluation of Intestinal Parasite Load in the Case of Ouad Rha in Ouazzane, a Northern Moroccan City. In: Mabrouki, J., Azrour, M. (eds) Advanced Systems for Environmental Monitoring, IoT and the application of Artificial Intelligence. Studies in Big Data, vol 143. Springer, Cham. https://doi.org/10.1007/978-3-031-50860-8_16 (Scopus)