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MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural History Gainesville, FL [email protected]

MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

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Page 1: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS

Pennilyn Higgins Florida Museum of Natural History

Gainesville, [email protected]

Page 2: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Isotopes as environmental proxyC – Dietary proxy

C3 vs C4 plants in herbivoresC3 13C lower than C4 13C

O – Climatic proxy18O increases with warmer temperatures18O decreases with high rainfall in warm weather

Page 3: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

OutlineAn overabundance of dataGeographical dataUsing the computer to sort it outVisualizing large data setsMaking it look niceReal applications

Page 4: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

OutlineAn overabundance of dataGeographical dataUsing the computer to sort it outVisualizing large data setsMaking it look niceReal applications

Page 5: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Data generation

Page 6: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

One tooth; how many data points?

Page 7: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Database

Page 8: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

OutlineAn overabundance of dataGeographical dataUsing the computer to sort it outVisualizing large data setsMaking it look niceReal applications

Page 9: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Plotting isotopic values against geographical information

Page 10: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Localities sampled

Page 11: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Stacked plots

Page 12: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

OutlineAn overabundance of dataGeographical dataUsing the computer to sort it outVisualizing large data setsMaking it look niceReal applications

Page 13: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Database query

Page 14: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Plot and contour the data

Page 15: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Change your data and color scheme.

Page 16: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Look at a specific part of the fauna

Page 17: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

…and compare with other species

Page 18: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Liven it up with color

Page 19: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

…and get a closer look

Page 20: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

OutlineAn overabundance of dataGeographical dataUsing the computer to sort it outVisualizing large data setsMaking it look niceReal applications

Page 21: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Exporting to other formats

Page 22: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Initial diagrams can be pretty ugly…

Page 23: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

…but are easy enough to sharpen with other software

Page 24: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Plotting oxygen and carbon

Page 25: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

OutlineAn overabundance of dataGeographical dataUsing the computer to sort it outVisualizing large data setsMaking it look niceA real applications

Page 26: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Full Glacial + Glacial Carbon

Page 27: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

FG + G Bison and Camelops

Page 28: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

FG + G Equus

Page 29: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Full Glacial + Glacial Carbon

Page 30: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Late Glacial Carbon

Page 31: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

Late Glacial Carbon

Page 32: MODELING CLIMATE AND VEGETATIONAL CHANGE SINCE THE LAST GLACIAL MAXIMUM USING STABLE ISOTOPES AND DIGITAL ANALYSIS Pennilyn Higgins Florida Museum of Natural

OutlineAn overabundance of dataGeographical dataUsing the computer to sort it outVisualizing large data setsMaking it look niceReal applications