[seek-dev] [Bug 2006] New: - workflow development for biodiversity/productivity use case

[bugzilla-daemon@ecoinformatics.org]

http://bugzilla.ecoinformatics.org/show_bug.cgi?id=2006

           Summary: workflow development for biodiversity/productivity use
                    case
           Product: SEEK
           Version: unspecified
          Platform: Other
        OS/Version: other
            Status: NEW
          Severity: normal
          Priority: P2
         Component: ams
        AssignedTo: jones at nceas.ucsb.edu
        ReportedBy: dpennington at lternet.edu
         QAContact: seek-dev at ecoinformatics.org


Develop Kepler workflow for biodiversity/productivity use case.  Involves:

composite workflow 1
a) input is multiple data sets annotated with terms from a standard ontology. 
In this case, experimental data comparing species richness and productivity on
control plots and treated plots with nitrogen added, from many LTER sites (Elsa
Cleland will be working on these as part of her postdoc at NCEAS)
b) KR/SMS constructs an integrated dataset from the annotations
c) requires conversion of biomass and cover% values to a common measure of NPP.
 We have partial details on this conversion; will be specified in full at a
meeting in September (or earler by e-mail, if we get to this earlier)

composite workflow 2
a) Input data is output from data integration piece developed in KR/SMS in
composite workflow 1
b) Construct site by species matrix
c) Use bootstrapping to calculate average number of species for different areas
d) Output species count/area data file
e) Logistic regression model of data
f) Output graph with points and curves

composite workflow 3
compare multiple graphs.  Specifications to come later

composite workflow 4
link experimental findings with broad scale study of increased nitrogen
deposition due to urban sprawl.  Specifications to come later

Contacts:
Deana, Steve Cox (who has some of the code in R), David Chalcraft, Evan Weiher,
Elsa Clelans, Katie Suding

Will hold follow up meeting in late Sep at NCEAS to further develop workflows.