Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence (eBook, ePUB)

Redaktion: Dubey, Ashutosh Kumar; Srivastav, Arun Lal; Ali Khan, Moonis; Kumar Narang, Sushil; Kumar, Abhishek

• Format: ePub

Produktbeschreibung

Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence covers computer-aided artificial intelligence and machine learning technologies as related to the impacts of climate change and its potential to prevent/remediate the effects. As such, different types of algorithms, mathematical relations and software models may help us to understand our current reality, predict future weather events and create new products and services to minimize human impact, chances of improving and saving lives and creating a healthier world.

This book covers different types of tools for the prediction of climate change and alternative systems which can reduce the levels of threats observed by climate change scientists. Moreover, the book will help to achieve at least one of 17 sustainable development goals i.e., climate action.

• Includes case studies on the application of AI and machine learning for monitoring climate change effects and management
• Features applications of software and algorithms for modeling and forecasting climate change
• Shows how real-time monitoring of specific factors (temperature, level of greenhouse gases, rain fall patterns, etc.) are responsible for climate change and possible mitigation efforts to achieve environmental sustainability

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 498
• Erscheinungstermin: 11. November 2022
• Englisch
• ISBN-13: 9780323997157
• Artikelnr.: 66400951

Inhaltsangabe

1. Climate uncertainties and biodiversity: An overview Rohit Kamboj 2.
Historical perspectives on climate change and its negative impacts on the
nature Shama E. Haque 3. Impact of climate change on water quality and its
assessment Sunita Verma 4. Climate change impacts on water resources and
adaptation strategies Sukanya raghavan 5. Impact of Plastics in the
Socio-economic disaster of Climate Change: The Roadblocks of Sustainability
Arnab Banerjee 6. Impression of Climatic Variation on Flora, Fauna and
Human Being: A present State of Art Dipankar Ghosh 7. Impact of air quality
as a component of climate change on biodiversity-based ecosystem services
Sylvester Chibueze Izah 8. Role of Climate Change in disasters occurrences:
Forecasting and Management options Alok Pratap Singh 9. Forecasting and
management of disasters triggered by climate change Fatemeh Rajabi 10.
El-Niño Southern Oscillation and its Effects Sayantika Mukherjee 11. Impact
of socio-economic parameters on adoption of climate resilient technology
under varying vulnerability conditions: Evidences from Himalayan Region
Pardeep Singh 12. Modelling and forecasting of climate change effects using
artificial intelligence techniques Rajib Maity 13. The role of artificial
intelligence strategies to mitigate abiotic stress and climate change in
crop production Richa Saxena 14. Application of Artificial Intelligence in
Environmental Sustainability and Climate Change Neeta Kumari 15. Machine
learning approaches for climate change impact assessment in agriculture
production Swati Singh 16. Benchmarking of traditional and advanced machine
Learning modelling techniques for prediction of solarradiation Dwijendra
Nath Dwivedi 17. Concept of climate smart villages using artificial
intelligence/machine learning Purnima Mehta 18. Significance of AI to
develop mitigation strategies against climate change in accordance with
sustainable development goal (climate action) Vijaya Ilango 19. A
cross-sectional study about the impacts of climate change on the flora,
fauna and human society of Odisha, India Manojit Bhattacharya 20.
Development of mitigation strategies for the climate change using
artificial intelligence to attain sustainability Kartikey Sahil 21. Role of
artificial intelligence in environmental sustainability. Mohamed Habila