Time Series Analysis

	Introduction: Detecting Change - Understanding Change
	1. What is a Time Series and why are they Important? The concept of time series Point time series Time series analysis Length of time series
	2. Working with Time Series Measurements in the Wadden Sea Linear regression analysis Mauna Loa atmospheric carbon dioxide time series
	3. Image Time Series Case study: Lake Chad Case study: Sea surface temperature
	4. Plant Phenology Introducing plant phenology Does the annual vegetation index profile vary with time? What causes these changes? Looking at changes in phenology in more detail
	5. Ice in the Arctic Arctic sea ice update Why is sea ice important? How does sea ice form? Facts and figures Measuring sea ice Time series - Arctic sea ice extent

	6. Plankton Blooms Why are phytoplankton important? Changes through the year
	7. Exercises Exercises for the use in class, as homework, in projects
	8. Learn More Additional information to specific topics
	9. Literature References A list of references to literature and data sources and suggestions for further reading
	10. Image Credits A list of all images used in the tutorial with indications of their sources
	11. Links A list of useful external links to deepen your knowledge about time series
	12. Authors A list of the authors who created the tutorial about spectra from the earth
	13. Worksheets Worksheets and related information for use in class (This link is only visible for teachers)

Time Series