Big Data, Artificial Intelligence, and Data Analytics in Climate Change Research For Sustainable Development Goals /

This book explores the potential of big data, artificial intelligence (AI), and data analytics to address climate change and achieve the Sustainable Development Goals (SDGs). Furthermore, the book covers a wide range of related topics, including climate change data sources, big data analytics techni...

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שמור ב:
מידע ביבליוגרפי
מחבר תאגידי: SpringerLink (Online service)
מחברים אחרים: Tripathi, Gaurav (Editor), Shakya, Achala (Editor), Kanga, Shruti (Editor), Singh, Suraj Kumar (Editor), Rai, Praveen Kumar (Editor)
פורמט: אלקטרוני ספר אלקטרוני
שפה:אנגלית
יצא לאור: Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
מהדורה:1st ed. 2024.
סדרה:Advances in Geographical and Environmental Sciences,
נושאים:
גישה מקוונת:https://doi.org/10.1007/978-981-97-1685-2
תגים: הוספת תג
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תוכן הענינים:
  • Experimental analysis of Precipitation Forecasting Using Machine Learning and Distributed Machine Learning Approach
  • Analysis of Inherent Memory in Hydroclimatic Time Series: Implications for Statistical Tests and Long-Term Data Generation
  • Intelligent Solutions for Flood Management: Integrating Artificial Intelligence and Machine Learning
  • Artificial Intelligence and Machine Learning based building solutions: Pathways to ensure occupants comfort and energy efficiency with climate change
  • Deep Learning models for fine-scale Climate Change prediction: enhancing spatial and temporal resolution using AI
  • Exploring streamflow variation in the Subarnarekha River basin, Jharkhand, India
  • Geoinformatics Based Land Degradation Susceptibility Analysis and Sustainability of Palghar Sea Coastal Areas
  • Climate Change and Maritime Security in the Indo-Pacific Region: A Strategic Approach
  • Climate Change and Renewable Energy
  • Sustainable Development Goals and Indian Himalayan Region
  • Climate Change and Energy Aspects
  • Mustard Yield forecast using Radiation use efficiency method
  • Public Private Partnership for Climate Change Research
  • Groundwater and Sustainable Development Goals: Water Table Characteristics in Varanasi City
  • Approach of Hydro geomorphological Mapping for Groundwater Resource Management in Mirzapur District, Uttar Pradesh
  • Soil erosion assessment of Rohru C.D. Block of Himachal Pradesh using Geospatial Tools
  • Impact of Sarangkheda Dam construction on the downstream reach of Tapi River, Nandurbar District, Maharashtra.