This readme.txt file was generated on 2019-07-28 by Todd W. Arnold ------------------- GENERAL INFORMATION ------------------- 1. Title of Dataset: Estimating annual harvest of American Woodcock (Scolopax minor) in the United States during 1964-2016: data, model code, and supplemental estimates 2. Author Information Principal Investigator Contact Information Name: Todd W. Arnold Institution: University of Minnesota Address: Dept Fisheries, Wildlife & Cons Biol, 135 Skok Hall, St. Paul, MN 55108, USA Email: arnol065@umn.edu ORCID: https://orcid.org/0000-0002-7920-772X Associate or Co-investigator Contact Information Name: Matthew T. Farr Institution: Michigan State University Address: Dept Integrative Biology, 288 Farm Lane RM 203, East Lansing MI 48824, USA Email: matthewtfarr@gmail.com ORCID: https://orcid.org/0000-0003-1011-6851 Associate or Co-investigator Contact Information Name: Alexander D. Wright Institution: Michigan State University Address: Dept Integrative Biology, 288 Farm Lane RM 203, East Lansing MI 48824, USA Email: adwright@msu.edu ORCID: https://orcid.org/0000-0002-0151-9248 Associate or Co-investigator Contact Information Name: Sarah P. Saunders Institution: Michigan State University Address: Dept Integrative Biology, 288 Farm Lane RM 203, East Lansing MI 48824, USA Email: sarahpsaunders@gmail.com ORCID: https://orcid.org/0000-0002-2688-9528 3. Date of data collection (single date, range, approximate date) 1964-2016 4. Geographic location of data collection (where was data collected?): eastern North America 5. Information about funding sources that supported the collection of the data: US Geological Survey, Webless Migratory Game Bird Program -------------------------- SHARING/ACCESS INFORMATION -------------------------- 1. Licenses/restrictions placed on the data: CC0 1.0 Universal 2. Links to publications that cite or use the data: Saunders, S. P., M. T. Farr, A. D. Wright, C. A. Bahlai, J. W. Ribeiro, Jr., S. Rossman, A. L. Sussman, T. W. Arnold, and E. F. Zipkin. 2019. Disentangling data discrepancies and deficiencies with integrated population models. Ecology e02714. Arnold, T. W. (2019). A Bayesian hierarchical model for estimating American woodcock harvest. Proceedings of the 11th American Woodcock Symposium. University of Minnesota Press. 3. Links to other publicly accessible locations of the data: R code and data from Saunders et al. 2019 at github: https://github.com/zipkinlab/Saunders_etal_2019_Ecol Duck Stamp Sales Database: https://migbirdapps.fws.gov/mbdc/databases/harvest/disclaimerharvest.html 4. Links/relationships to ancillary data sets: 5. Was data derived from another source? If yes, list source(s): U.S. Fish and Wildlife Service, Harvest Surveys, Harvest Information Program U.S. Fish and Wildlife Service, Harvest Surveys, Parts Collection Survey U.S. Fish and Wildlife Service, Harvest Surveys, Duck Stamp Sales Database 6. Recommended citation for the data: Arnold, Todd W.; Farr, Matthew T.; Wright, Alexander D.; Saunders, Sarah P. (2019). Estimating annual harvest of American Woodcock (Scolopax minor) in the United States during 1964-2016: data, model code, and supplemental estimates. Retrieved from the Data Repository for the University of Minnesota, https://doi.org/10.13020/hhw2-mr60. --------------------- DATA & FILE OVERVIEW --------------------- 1. File List A. Filename: Arnold_AMWO_harvest.R Short description: R script to prepare woodcock harvest data for analysis, implement MCMC analysis in JAGS, and conduct post-processing of output, including figure creation. B. Filename: Arnold_harvest_estimates_SD.csv Short description: Corresponding estimates of standard deviation (analagous to SE) of harvest estimates for Arnold_harvest_estimates.csv C. Filename: Arnold_harvest_estimates.csv Short description: Model-based estimates of American woodcock harvest, 2016-1964, for states, pooled states, management units, and the entire United States. D. Filename: Central_Eastern_harvest.jpeg Short description: Figure of American woodcock harvest estimates for the Eastern and Central management units showing similarities and differences between the models of Saunders et al. 2019 and Arnold 2019 E. Filename: DSS.csv Short description: Historical estimates of American woodcock harvest (1964-2001) from the Duck Stamp Survey F. Filename: Harvest_model_data.Rda Short description: R data file with all necessary data to run code in Saunders_et_AMWO_harvest.R G. Filename: HIP_var.csv Short description: Variance estimates for American woodcock harvest from the Harvest Information Program (HIP.csv) H. Filename: HIP.csv Short description: Estimates of American woodcock harvest from the Harvest Information Program I. Filename: Saunders_et_al_AMWO_harvest.R Short description: R code for models used by Saunders et al. 2019 to estimate total American woodcock harvest in Eastern and Central management units J. Filename: Saunders_harvest_estimates_SD.csv Short description: Corresponding estimates of standard deviation (analagous to SE) of harvest estimates for Saunders_harvest_estimates.csv K. Filename: Saunders_harvest_estimates.csv Short description: Model-based estimates of American woodcock harvest, 2013-1964, for individual states, pooled states, management units, and the entire United States L. Filename: Stamps.csv Short description: Sales of federal duck stamps, 2011-1964, for states in the Eastern and Central woodcock management units 2. Relationship between files: File A requires files E, G, H, and L as data. Files B and C are output from file A. File I requires file F as data. Files I and J are output from file I. File D is combined output from both files A and I. 3. Additional related data collected that was not included in the current data package: None 4. Are there multiple versions of the dataset? no If yes, list versions: Name of file that was updated: i. Why was the file updated? ii. When was the file updated? Name of file that was updated: i. Why was the file updated? ii. When was the file updated? -------------------------- METHODOLOGICAL INFORMATION -------------------------- 1. Description of methods used for collection/generation of data: Padding, P. I., M. T. Moore, K. D. Richkus, and E. M. Martin. 2010. Estimating woodcock hunter activity and harvest in the United States. Proceedings of the American Woodcock Symposium 10: 29-35. Raftovich, R. V., S. C. Chandler, and K. A. Wilkins. 2015. Migratory bird hunting activity and harvest during the 2013-14 and 2014-15 hunting seasons. U.S. Fish and Wildlife Service, Laurel, Maryland, USA. 2. Methods for processing the data: Arnold, T. W. (2019). A Bayesian hierarchical model for estimating American woodcock harvest. Proceedings of the 11th American Woodcock Symposium. University of Minnesota Press. 3. Instrument- or software-specific information needed to interpret the data: NA 4. Standards and calibration information, if appropriate: NA 5. Environmental/experimental conditions: NA 6. Describe any quality-assurance procedures performed on the data: NA 7. People involved with sample collection, processing, analysis and/or submission: U.S. Fish and Wildlife Service ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: Arnold_harvest_estimates_SD.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 25 2. Number of cases/rows: 53 3. Missing data codes: Code/symbol: NA Note that due to the autoregressive nature of the model, the first harvest estimate (2016) lacks a variance term 4. Variable List A. Name: X Description: row counter B. Name: Year Description: 2016-1964, reverse time C. Name: LA Description: model-based estimates of standard deviation of woodcock harvest in Louisiana D. Name: MI Description: model-based estimates of standard deviation of woodcock harvest in Michigan E. Name: WI Description: model-based estimates of standard deviation of woodcock harvest in Wisconsin F. Name: MN Description: model-based estimates of standard deviation of woodcock harvest in Minnesota G. Name: OH Description: model-based estimates of standard deviation of woodcock harvest in Ohio H. Name: IL.IN Description: model-based estimates of standard deviation of woodcock harvest in Illinois and Indiana I. Name: IA.MO.AR Description: model-based estimates of standard deviation of woodcock harvest in Iowa, Missouri and Arkansas J. Name: KY.TN Description: model-based estimates of standard deviation of woodcock harvest in Kentucky and Tennessee K. Name: MS.AL Description: model-based estimates of standard deviation of woodcock harvest in Mississippi and Alabama L. Name: TX.OK.KS.NE Description: model-based estimates of standard deviation of woodcock harvest in Texas, Oklahoma, Kansas and Nebraska M. Name: NY Description: model-based estimates of standard deviation of woodcock harvest in New York N. Name: ME Description: model-based estimates of standard deviation of woodcock harvest in Maine O. Name: NJ Description: model-based estimates of standard deviation of woodcock harvest in New Jersey P. Name: PA Description: model-based estimates of standard deviation of woodcock harvest in Pennsylvania Q. Name: MA Description: model-based estimates of standard deviation of woodcock harvest in Massachusetts R. Name: VT.NH Description: model-based estimates of standard deviation of woodcock harvest in Vermont and New Hampshire S. Name: CT.RI Description: model-based estimates of standard deviation of woodcock harvest in Connecticut and Rhode Island T. Name: MD.DE.VA.WV Description: model-based estimates of standard deviation of woodcock harvest in Maryland, Delaware, Virginia and West Virginia U. Name: NC.SC Description: model-based estimates of standard deviation of woodcock harvest in North and South Carolina V. Name: GA.FL Description: model-based estimates of standard deviation of woodcock harvest in Georgia and Florida W. Name: Central Description: model-based estimates of standard deviation of woodcock harvest in the Central Management Unit X. Name: Eastern Description: model-based estimates of standard deviation of woodcock harvest in the Eastern Management Unit Y. Name: Total Description: model-based estimates of standard deviation of woodcock harvest in the United States ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: Arnold_harvest_estimates.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 25 2. Number of cases/rows: 53 3. Missing data codes: none 4. Variable List A. Name: X Description: row counter B. Name: Year Description: 2016-1964, reverse time C. Name: LA Description: model-based estimates of American woodcock harvest in Louisiana D. Name: MI Description: model-based estimates of American woodcock harvest in Michigan E. Name: WI Description: model-based estimates of American woodcock harvest in Wisconsin F. Name: MN Description: model-based estimates of American woodcock harvest in Minnesota G. Name: OH Description: model-based estimates of American woodcock harvest in Ohio H. Name: IL.IN Description: model-based estimates of American woodcock harvest in Illinois and Indiana I. Name: IA.MO.AR Description: model-based estimates of American woodcock harvest in Iowa, Missouri and Arkansas J. Name: KY.TN Description: model-based estimates of American woodcock harvest in Kentucky and Tennessee K. Name: MS.AL Description: model-based estimates of American woodcock harvest in Mississippi and Alabama L. Name: TX.OK.KS.NE Description: model-based estimates of American woodcock harvest in Texas, Oklahoma, Kansas, and Nebraska M. Name: NY Description: model-based estimates of American woodcock harvest in New York N. Name: ME Description: model-based estimates of American woodcock harvest in Maine O. Name: NJ Description: model-based estimates of American woodcock harvest in New Jersey P. Name: PA Description: model-based estimates of American woodcock harvest in Pennsylvania Q. Name: MA Description: model-based estimates of American woodcock harvest in Massachusetts R. Name: VT.NH Description: model-based estimates of American woodcock harvest in Vermont and New Hampshire S. Name: CT.RI Description: model-based estimates of American woodcock harvest in Connecticut and Rhode Island T. Name: MD.DE.VA.WV Description: model-based estimates of American woodcock harvest in Maryland, Delaware, Virginia, and West Virginia U. Name: NC.SC Description: model-based estimates of American woodcock harvest in North and South Carolina V. Name: GA.FL Description: model-based estimates of American woodcock harvest in Georgia and Florida W. Name: Central Description: model-based estimates of American woodcock harvest in the Central management unit X. Name: Eastern Description: model-based estimates of American woodcock harvest in the Eastern management unit Y. Name: Total Description: model-based estimates of American woodcock harvest in the entire U.S. ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: DSS.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 39 2. Number of cases/rows: 35 3. Missing data codes: none 4. Variable List A. Name: State Description: 2 letter state codes, alphabetical B. Name: X2001 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey C. Name: X2000 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey D. Name: X1999 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey E. Name: X1998 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey F. Name: X1997 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey G. Name: X1996 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey H. Name: X1995 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey I. Name: X1994 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey J. Name: X1993 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey K. Name: X1992 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey L. Name: X1991 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey M. Name: X1990 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey N. Name: X1989 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey O. Name: X1988 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey P. Name: X1987 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey Q. Name: X1986 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey R. Name: X1985 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey S. Name: X1984 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey T. Name: X1983 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey U. Name: X1982 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey V. Name: X1981 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey W. Name: X1980 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey X. Name: X1979 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey Y. Name: X1978 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey Z. Name: X1977 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AA. Name: X1976 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AB. Name: X1975 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AC. Name: X1974 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AD. Name: X1973 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AE. Name: X1972 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AF. Name: X1971 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AG. Name: X1970 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AH. Name: X1969 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AI. Name: X1968 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AJ. Name: X1967 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AK. Name: X1966 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AL. Name: X1965 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey AM. Name: X1964 Description: estimated woodcock harvest by state in year X, based on the duck stamp survey ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: HIP_var.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 19 2. Number of cases/rows: 35 3. Missing data codes: Code/symbol: NA 4. Variable List A. Name: State Description: 2 letter state codes, alphabetical B. Name: X2016 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program C. Name: X2015 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program D. Name: X2014 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program E. Name: X2013 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program F. Name: X2012 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program G. Name: X2011 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program H. Name: X2010 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program I. Name: X2009 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program J. Name: X2008 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program K. Name: X2007 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program L. Name: X2006 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program M. Name: X2005 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program N. Name: X2004 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program O. Name: X2003 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program P. Name: X2002 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program Q. Name: X2001 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program R. Name: X2000 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program S. Name: X1999 Description: variance (SD^2) of estimated woodcock harvest by state in year X, based on the Harvest Information Program ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: HIP.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 19 2. Number of cases/rows: 35 3. Missing data codes: none 4. Variable List A. Name: State Description: 2 letter state codes, alphabetical B. Name: X2016 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program C. Name: X2015 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program D. Name: X2014 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program E. Name: X2013 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program F. Name: X2012 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program G. Name: X2011 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program H. Name: X2010 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program I. Name: X2009 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program J. Name: X2008 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program K. Name: X2007 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program L. Name: X2006 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program M. Name: X2005 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program N. Name: X2004 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program O. Name: X2003 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program P. Name: X2002 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program Q. Name: X2001 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program R. Name: X2000 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program S. Name: X1999 Description: estimated woodcock harvest by state in year X, based on the Harvest Information Program ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: Saunders_harvest_estimates_SD.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 18 2. Number of cases/rows: 50 3. Missing data codes: none 4. Variable List A. Name: Year Description: 2013-1964, reverse time B. Name: WI Description: standard deviation of annual harvest estimates for Wisconsin from estimation model in Saunders et al 2019 C. Name: NH.VT Description: standard deviation of annual harvest estimates for New Hampshire & Vermont from estimation model in Saunders et al 2019 D. Name: NJ.PA Description: standard deviation of annual harvest estimates for New Jersey and Pennsylvania from estimation model in Saunders et al 2019 E. Name: CT.MA.RI Description: standard deviation of annual harvest estimates for Connecticut, Massachusetts and Rhode Island from estimation model in Saunders et al 2019 F. Name: NC.SC Description: standard deviation of annual harvest estimates for North and South Carolina from estimation model in Saunders et al 2019 G. Name: FL.GA Description: standard deviation of annual harvest estimates for Florida and Georgia from estimation model in Saunders et al 2019 H. Name: DE.MD.VA.WV Description: standard deviation of annual harvest estimates for Delaware, Maryland, Virginia and West Virginia from estimation model in Saunders et al 2019 I. Name: MN.IA Description: standard deviation of annual harvest estimates for Minnesota and Iowa from estimation model in Saunders et al 2019 J. Name: IL.IN.OH Description: standard deviation of annual harvest estimates for Illinois, Indiana and Ohio from estimation model in Saunders et al 2019 K. Name: LA Description: standard deviation of annual harvest estimates for Louisiana from estimation model in Saunders et al 2019 L. Name: ME Description: standard deviation of annual harvest estimates for Maine from estimation model in Saunders et al 2019 M. Name: MI Description: standard deviation of annual harvest estimates for Michigan from estimation model in Saunders et al 2019 N. Name: NY Description: standard deviation of annual harvest estimates for New York from estimation model in Saunders et al 2019 O. Name: S.Miss Description: standard deviation of annual harvest estimates for remaining Central states (NE, KS, OK, TX, MS, AL, TN, KY, AR) from estimation model in Saunders et al 2019 P. Name: Central Description: standard deviation of annual harvest estimates for combined Central Management Unit from estimation model in Saunders et al 2019 Q. Name: Eastern Description: standard deviation of annual harvest estimates for combined Eastern Management Unit from estimation model in Saunders et al 2019 R. Name: Total Description: standard deviation of annual harvest estimates for entire U.S. from estimation model in Saunders et al 2019 ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: Saunders_harvest_estimates.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 18 2. Number of cases/rows: 50 3. Missing data codes: none 4. Variable List A. Name: Year Description: 2013-1964, reverse time B. Name: WI Description: annual harvest estimates for Wisconsin from estimation model in Saunders et al 2019 C. Name: NH.VT Description: annual harvest estimates for New Hampshire & Vermont from estimation model in Saunders et al 2019 D. Name: NJ.PA Description: annual harvest estimates for New Jersey and Pennsylvania from estimation model in Saunders et al 2019 E. Name: CT.MA.RI Description: annual harvest estimates for Connecticut, Massachusetts and Rhode Island from estimation model in Saunders et al 2019 F. Name: NC.SC Description: annual harvest estimates for North and South Carolina from estimation model in Saunders et al 2019 G. Name: FL.GA Description: annual harvest estimates for Florida and Georgia from estimation model in Saunders et al 2019 H. Name: DE.MD.VA.WV Description: annual harvest estimates for Delaware, Maryland, Virginia and West Virginia from estimation model in Saunders et al 2019 I. Name: MN.IA Description: annual harvest estimates for Minnesota and Iowa from estimation model in Saunders et al 2019 J. Name: IL.IN.OH Description: annual harvest estimates for Illinois, Indiana and Ohio from estimation model in Saunders et al 2019 K. Name: LA Description: annual harvest estimates for Louisiana from estimation model in Saunders et al 2019 L. Name: ME Description: annual harvest estimates for Maine from estimation model in Saunders et al 2019 M. Name: MI Description: annual harvest estimates for Michigan from estimation model in Saunders et al 2019 N. Name: NY Description: annual harvest estimates for New York from estimation model in Saunders et al 2019 O. Name: S.Miss Description: annual harvest estimates for remaining Central states (NE, KS, OK, TX, MS, AL, TN, KY, AR) from estimation model in Saunders et al 2019 P. Name: Central Description: annual harvest estimates for combined Central Management Unit from estimation model in Saunders et al 2019 Q. Name: Eastern Description: annual harvest estimates for combined Eastern Management Unit from estimation model in Saunders et al 2019 R. Name: Total Description: annual harvest estimates for entire U.S. from estimation model in Saunders et al 2019 ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: Stamps.csv ----------------------------------------- Note: variable names are as they appear when read into R 1. Number of variables: 49 2. Number of cases/rows: 35 3. Missing data codes: none 4. Variable List A. Name: State Description: 2 letter state codes, alphabetical B. Name: X2011 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X C. Name: X2010 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X D. Name: X2009 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X E. Name: X2008 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X F. Name: X2007 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X G. Name: X2006 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X H. Name: X2005 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X I. Name: X2004 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X J. Name: X2003 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X K. Name: X2002 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X L. Name: X2001 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X M. Name: X2000 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X N. Name: X1999 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X O. Name: X1998 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X P. Name: X1997 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X Q. Name: X1996 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X R. Name: X1995 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X S. Name: X1994 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X T. Name: X1993 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X U. Name: X1992 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X V. Name: X1991 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X W. Name: X1990 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X X. Name: X1989 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X Y. Name: X1988 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X Z. Name: X1987 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AA. Name: X1986 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AB. Name: X1985 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AC. Name: X1984 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AD. Name: X1983 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AE. Name: X1982 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AF. Name: X1981 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AG. Name: X1980 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AH. Name: X1979 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AI. Name: X1978 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AJ. Name: X1977 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AK. Name: X1976 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AL. Name: X1975 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AM. Name: X1974 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AN. Name: X1973 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AO. Name: X1972 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AP. Name: X1971 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AQ. Name: X1970 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AR. Name: X1969 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AS. Name: X1968 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AT. Name: X1967 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AU. Name: X1966 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AV. Name: X1965 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X AW. Name: X1964 Description: estimated sales of Migratory Bird Hunting ("Duck") Stamps by state in year X ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: Harvest_model_data.Rda ----------------------------------------- 1. Number of objects: 16 2. Object list: A. Name: always.hunt Description: vector of state specific minimum duck stamp sales B. Name: DSS Description: state*year matrix of annual harvest estimates from the Duck Stamp Survey (NA = no survey that year) C. Name: HIP Description: state*year matrix of annual harvest estimates from the Harvest Information Program (NA = no survey) D. Name: max.stamps Description: vector of state-specific maximum duck stamp sales E. Name: mean5.HIP Description: vector of mean harvest per state during 2009-2013 (used as prior for starting value in reverse-time analysis) F. Name: n.HIP Description: n.HIP: number of years of HIP data used in analysis (1999-2013 = 15) G. Name: n.states Description: n.states: number of states (14; see states vector) H. Name: n.yrs Description: number of years in combined analysis (1964-2013 = 50) I. Name: rev Description: vector of seq(50,1,-1) used to reverse time series J. Name: sd.DSS Description: vector of state-specific SD of DSS surveys (process + observation error) K. Name: sd.HIP Description: vector of state-specific SD of HIP surveys (process + observation error) L. Name: stamps Description: state*year matrix of annual duck stamp sales M. Name: tau.DSS Description: state*year matrix of precision of DSS survey (precision = 1/SD^2) N. Name: tau.HIP Description: state*year matrix of precision of HIP survey (precision = 1/SD^2) O. Name: wings.class Description: array of year (1964-2013) by cohort (juv, adult M, adult F) by region (Eastern, Central) wing counts from Parts Collection Survey P. Name: wings.total Description: year*management unit matrix of total wings from the Parts Collection Survey (used to assign age and sex to harvest data)