{"product_id":"ai-for-climate-modeling-forecasting-weather-and-environmental-change-9798298528672","title":"AI for Climate Modeling: Forecasting Weather and Environmental Change","description":"\u003cp\u003e • Author(s): Kalen Virell\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe climate is changing faster than ever, and understanding these shifts is critical for governments, businesses, and communities. \u003cb\u003eAI for Climate Modeling\u003c\/b\u003e shows you how artificial intelligence can help predict weather patterns, assess environmental change, and guide decisions that protect people and the planet.\u003c\/p\u003e\u003cp\u003eThis book takes you from the basics of climate data and environmental modeling to advanced AI techniques that make forecasts more accurate and actionable. You'll learn how to use machine learning and deep learning for temperature predictions, precipitation modeling, storm tracking, and long-term environmental projections. The book covers data preprocessing for climate datasets, time series forecasting, satellite imagery analysis, and integrating multiple data sources like sensors, remote sensing, and historical records.\u003c\/p\u003e\u003cp\u003eWith practical, step-by-step projects in Python using TensorFlow, PyTorch, and SciPy, you will build models that can predict floods, droughts, crop yields, and temperature anomalies. The book also teaches model evaluation, uncertainty quantification, and scenario analysis so your forecasts are reliable, interpretable, and ready for decision-making.\u003c\/p\u003e\u003cp\u003eWhether you are a data scientist, environmental researcher, or policy advisor, this guide equips you to apply AI effectively to climate challenges. \u003cb\u003eBuy this book now\u003c\/b\u003e and start building intelligent systems that forecast the future of our planet.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46333628645527,"sku":"9798298528672","price":1336.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798298528672.webp?v=1768670077","url":"https:\/\/atlanticbooks.com\/products\/ai-for-climate-modeling-forecasting-weather-and-environmental-change-9798298528672","provider":"Atlantic Books","version":"1.0","type":"link"}