Challenges:
Determine the species richness for a group of interest (plants, herps, birds, mammals - whichever group has enough
occurrence records to be meaningful) in Western North America, at multiple grid
sizes (from .1 to 1 degree latitudexlongitude
cell(s). What is the observed overall richness? What are the estimates
of richness from DIVA or EstimateS? Is the estimated
richness significantly different from observed richness? What does this
mean to you? Do the values from different estimators give similar
results? Why or why not, based on number of singletons, doubletons, infrequents, rares, etc... Is
there an association between bird species richness with any abiotic
factor, like topographic index, anthropogenic biomes (http://www.ecotope.org/files/anthromes/anthromes_v1.zip),
land-cover, mean annual temperature or precipitation, or any other of the
multiple climatic variables? Test this question utilizing straight
regressions but also perform spatial autocorrelation analyses to determine
amounts of spatial autocorrelation (Moran's I) as well as test that take into
account amount of spatial autocorrelation in testing for association between
variables. Is there a "significant" relationship between, say,
mean annual temperature and species richness, simply because of cospatial autocorrelations?
Perform the same set of analyses above just for Colorado. Compare
Colorado results to those from all of Western North America.
Focus on the question along the Front Range, assessing richness along the elevational gradient from the end of the Plains all the way
up to the Continental Divide. Can you account for declining area along
the gradient? What are the patterns along the elevational
gradient? Do you find a mid-elevation "hump" in diversity for
the group in question?
Perform a similar set of analyses to the ones above in Austria. Note that
the Alps effectively run from East to West through the southern and central
part of Austria, as opposed to running in the North to South direction like the
Rockies or Sierras in the western North America. Determine the overall species
richness of a higher level taxon of interest in
Austria and then just focus on the Alps. Compare and contrast your
findings in Austria with those from North America. What are some
explanations, historical and current, for the differences you find?