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@article{198972,
        author = {Dr. Samrat Pandit},
        title = {Environmental and Risk Assessment Applying AI to Model and Predict Environmental Hazards, Climate Patterns, and Ecosystem Changes},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {11},
        pages = {14254-14256},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=198972},
        abstract = {This research journal investigates how artificial intelligence (AI) is transforming environmental science by improving the modelling and prediction of environmental hazards, climate trends, and ecosystem dynamics. Integrating machine learning, deep learning, and hybrid models with environmental data allows for enhanced prediction of extreme events, climate risks, and ecosystem responses. The paper reviews current methods, case applications, challenges, and future directions for AI-driven environmental risk assessment and decision support.},
        keywords = {Environment, AI, Hazards, Ecosystem, Integrating machine learning.},
        month = {April},
        }