A timely textbook aimed at students and researchers in mathematics and statistics who are interested in current issues of climate science, as well as at climate scientists who wish to become familiar with qualitative and quantitative methods of mathematics and statistics.
A timely textbook aimed at students and researchers in mathematics and statistics who are interested in current issues of climate science, as well as at climate scientists who wish to become familiar with qualitative and quantitative methods of mathematics and statistics.
Hans Kaper is affiliated with Georgetown University and is Co-Director of the Mathematics and Climate Research Network (www.mathclimate.org). He is a Corresponding Member of the Royal Netherlands Academy of Sciences and was named a SIAM Fellow in 2009. Kaper is Editor-in-Chief of SIAM News, a member of the SIAM Committee on Science Policy, and Chair of the SIAM Activity Group on Dynamical Systems. He is interested in the mathematics of physical systems.
Inhaltsangabe
1. Climate and mathematics 2. Earth's energy budget 3. Oceans and climate 4. Dynamical systems 5. Bifurcation theory 6. Stommel's box model 7. Lorenz equations 8. Climate and statistics 9. Regression analysis 10. Mauna Loa CO2 data 11. Fourier transforms 12. Zonal energy budget 13. Atmosphere and climate 14. Hydrodynamics 15. Climate models 16. El Niño-southern oscillation 17. Cryosphere and climate 18. Biogeochemistry 19. Extreme events 20. Data assimilation Appendix A. Units and symbols Appendix B. Glossary Appendix C. MATLAB codes.
1. Climate and mathematics 2. Earth's energy budget 3. Oceans and climate 4. Dynamical systems 5. Bifurcation theory 6. Stommel's box model 7. Lorenz equations 8. Climate and statistics 9. Regression analysis 10. Mauna Loa CO2 data 11. Fourier transforms 12. Zonal energy budget 13. Atmosphere and climate 14. Hydrodynamics 15. Climate models 16. El Niño-southern oscillation 17. Cryosphere and climate 18. Biogeochemistry 19. Extreme events 20. Data assimilation Appendix A. Units and symbols Appendix B. Glossary Appendix C. MATLAB codes.
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