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Book Cover
E-book
Author Srivastav, Arun Lal

Title Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence
Published San Diego : Elsevier, 2022

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Description 1 online resource (500 p.)
Contents Front cover -- Half title -- Title -- Copyright -- Contents -- Contributors -- Chapter 1 Climate uncertainties and biodiversity: An overview -- 1.1 Introduction -- 1.1.1 Variations in the timing of periodic life cycle phases -- 1.1.2 Why there was sudden change in climate? -- 1.1.3 Effect of climate change on flora -- 1.2 Effect of climate change on fauna including Homo sapiens -- 1.3 Effect of climate change on health of humans -- 1.3.1 Heat- and cold-related impacts -- 1.3.2 Storms and floods -- 1.3.3 Ozone depletion: Impacts of ultraviolet radiation -- 1.3.4 Environment
1.4 Whether we are adjusting to change in climate -- 1.5 Applications of artificial intelligence and machine learning -- 1.6 Conclusion -- References -- Chapter 2 Historical perspectives on climate change and its influence on nature -- 2.1 Introduction -- 2.2 Ancient cultures and climate change -- 2.3 Global warming and climate change -- 2.3.1 The greenhouse effect and greenhouse gases -- 2.3.2 The keeling curve -- 2.3.3 Anthropogenic climate change -- 2.4 Public perception and knowledge of climate change -- 2.4.1 Mass media and climate change -- 2.5 Intergovernmental panel on climate change
2.6 Emergence of climate change legislation -- 2.6.1 The Montreal protocol -- 2.6.2 The Kyoto Protocol -- 2.6.3 The Paris climate accord -- 2.7 Climate change and environmental activism -- 2.7.1 The Al gore effect -- 2.7.2 The Greta Thunberg effect -- 2.8 The 2021 United Nations climate change conference -- 2.9 Climate change mitigation and adaptation challenges -- 2.10 Conclusions -- References -- Chapter 3 Impact of climate change on water quality and its assessment -- 3.1 Introduction -- 3.2 Climate change: A global concern -- 3.3 Climate change and impact on water
3.3.1 Climate and hydrological process -- 3.3.2 Components of hydrological cycle -- 3.4 Impact of climate change on groundwater -- 3.4.1 Global and regional perspectives -- 3.5 Observed and projected change under the influence of climate change -- 3.5.1 Water temperature and flow rate -- 3.5.2 Impacts on water quality parameters -- 3.5.3 Water temperature and aquatic life -- 3.5.4 Compound toxicity and water temperature -- 3.5.5 Dissolve oxygen and water temperature -- 3.5.6 Conductivity and water temperature -- 3.5.7 Oxidation reduction potential and water temperature
3.5.8 pH and water temperature -- 3.6 Summary -- References -- Chapter 4 Climate change impacts on water resources: An overview -- 4.1 Introduction -- 4.1.1 Background and significance -- 4.2 Observed climate change impacts -- 4.2.1 Precipitation -- 4.2.2 Cryospheric water resources -- 4.2.3 Surface water resources -- 4.2.4 Groundwater resources -- 4.3 Modeling approaches -- 4.3.1 Applications in water resources: A commentary -- 4.4 Sustainable water resources management using AI/ML under changing climate -- 4.5 Hybrid models -- 4.6 Conclusions and outlook -- References
Notes Description based upon print version of record
Chapter 5 Impact of plastics in the socio-economic disaster of pollution and climate change: The roadblocks of sustainability in India*
Subject Climatic changes -- Forecasting
Climate change mitigation.
Machine learning.
Artificial intelligence.
artificial intelligence.
Artificial intelligence
Climate change mitigation
Climatic changes -- Forecasting
Machine learning
Form Electronic book
Author Dubey, Ashutosh Kumar
Kumar, Abhishek
Kumar Narang, Sushil
Ali Khan, Moonis
ISBN 9780323997157
0323997155