Data Set Citation:
When using this data, please cite the data package:
Thomson J.
POD! Change Point Analysis scripts created by POD! project analysts
reeves.48.8 (https://knb.ecoinformatics.org:443/knb/metacat/reeves.48.8/nceas)
General Information:
Title:POD! Change Point Analysis scripts created by POD! project analysts
Identifier:reeves.48
Abstract:
The first set of WinBugs scripts, R scripts, and input data created by POD project analyst Jim Thompson to generate the first Change Point Analysis study in July,2008. Following is the text of the electronic mail mesasge sent by Dr. Thompson with the scripts and data files: as promised, heres the first lot of changepoint files for archiving: "poddata.txt" is (funnily enough) the data, in tab delim format for reading into R- its basically a subset of the "nceas_data_one.xls" file discussed previously. The remaining .txt files are WinBUGS model codes - 1 for each of 4 alternative prior specifications....following Kens suggestion I've been doing some sensitivity analyses - comparing different priors for changepoint magnitudes. These are the models used for that - and the "gamma" one is the one used for the initial anaylses. The .R file has the R script that automates fitting all these models for all the response variables and collating (and plotting) the results. Its not very well "commented" yet, but most of it would be fairly self-explanatory to an experience R and WinBUGS user (I can't imagine anyone else wanting to use it). A corresponding set of files for models with covariates will follow...... cheers Jim PS -*WARNING * just in case any of you are mad enough to actually run this script - the R script is set to run through 12 prior specifications (4 types, 3 scaling parameters for each) for many species - so it would run for a very long time - remove some of the loops before running if you want to try it (I've been doing it for a couple of species only). PPS Ken, I will send you some results comparing priors later next week.
Keywords:
  • Change Point Analysis
  • Species Abundance
  • Pelagic Organism Declines
  • Sacramento River Delta
Data Table, Image, and Other Data Details:
Metadata download: Ecological Metadata Language (EML) File
Data Table:Bayesian Changepoint Models R script ( View Metadata | Download File download)
Data Table:changepoints_spline_Cauchy_obserr ( View Metadata | Download File download)
Data Table:changepoints_spline_gamma_obserr ( View Metadata | Download File download)
Data Table:changepoints_spline_point_obserr ( View Metadata | Download File download)
Data Table:changepoints_spline_uniform_obserr ( View Metadata | Download File download)
Data Table:Jim Thompson descriptive email ( View Metadata | Download File download)
Data Table:poddata.txt: data used in initial Change Point Analysis calculations ( View Metadata | Download File download)

Involved Parties

Data Set Creators:
Individual:Dr. Jim Thomson
Organization:NCEAS 12192: Fleishman: Ecosystem anslysis of palagic organism declines in the Upper San Fransisco Estuary
Organization:National Center for Ecological Analysis and Synthesis
Address:
Australia
Data Set Contacts:
Individual:Dr. Jim Thomson
Organization:NCEAS 12192: Fleishman: Ecosystem anslysis of palagic organism declines in the Upper San Fransisco Estuary
Organization:National Center for Ecological Analysis and Synthesis
Address:
Australia

Data Set Characteristics

Geographic Region:
Geographic Description:Upper San Francisco Estuary, San Joaquin Delta,San Francisco Bay, Central California
Bounding Coordinates:
West:  -122.37  degrees
East:  -122.37  degrees
North:  37.3  degrees
South:  37.3  degrees

Sampling, Processing and Quality Control Methods

Data Set Usage Rights

Read-only access to the greater scientific community, read-write access to POD project analysts
Access Control:
Auth System:knb
Order:denyFirst
Metadata download: Ecological Metadata Language (EML) File