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        TribPit User`s Manual - Columbia Basin Research
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1.     The Navigation Panel is on the left hand side  It lists all  commands available to the user organized in a hierarchical way   from top to bottom in the order that the user would generally  access them     The Releases Summary is on the right hand side  It summarizes  the releases for all data currently loaded into Program TribPit     The Output is at the bottom  All status messages and error  messages that occur during program execution are displayed here     The Workspace occupies the center portion of the main dialog   This is where all user dialogs and reports are displayed     Menus across the top of the main dialog  described below     Page      TribPit User s Manual    Chapter 2  Using TribPit       r    TribPit Model Estimatio     ile Data Edit View Window Help     3x        Menus           Load Observations       4 Configure    4 Estimation  4 Results    4 Reports       Workspace    J    N          All data deleted        Figure 3  Main dialog of Program TribPit at startup with main components  highlighted    2 1 Menus    The File menu commands are shown in Figure 4  The Exit command  causes Program TribPit to exit  The other commands        Save As        Print     and    Print Preview    are available when reports and graphs are active   allowing reports to be saved to a file or sent to a printer               Data Edit View Wir  Print preview    Print        ses and     Configure Sites and Years  d Fetimatinn    Figure 4  File Menu    Page 8    TribPit User s M
2.    Chapter 1  Overview  ee    1 1 Motivation    Traditional release recapture models have been used on the Columbia  River system to estimate survival with the assumption that from release to  a detection point  or from one detection point to the next  an individual  fish either  1  migrates downstream or  2  dies  Studies of Chinook  salmon and steelhead  however  show that many Juvenile salmon and  steelhead stay upstream     residualize     in the tributaries for one or more  years before migrating downstream  A traditional release recapture  analysis  which assumes all released fish migrate downstream in the  release year  would treat the fish that residualize as mortalities  Program  TribPit provides cohort based survival estimates that account for the  possibility of an individual fish overwintering for multiple years during the  downstream migration process     1 2 The TribPit Model    Figure 1 illustrates the TribPit model for a hypothetical study with a  release in year 1 and detections at three downstream locations  The  parameters of the model are     Pijx   the probability of survival and movement from site  i     1 in year j to site i in year k  given that the individual  was alive at site i     1 in year j     a     Il    the probability of detection at site i in year k  given that  an individual was alive at site i in year k     Ajg   the probability of survival and movement and detection  from the penultimate site in year j to the final site in  year k  given 
3.    Once the estimation process is complete  the Model Comparison window  will be displayed  It can also be displayed at any time subsequent to  fitting the models by double clicking on    Model Comparison        5 1 Model Comparison Window    Figure 37 shows the Model Comparison window for multiple releases  from different sites  The headings in bold describe the parameterizations  of the capture parameters for all models beneath the heading     i Model Comparison  coe    fine    Name Delta AIC Num Params Ln Likelihood       M s 1A  Survival and movement  All release sites unique 88 5426 19  148 0801       Capture  Equated across all release sites    M s 2A  Survival and movement  All release sites unique 65 9899 17  157 3565    M s 2B  Survival and movement  Equated across all release sites 0 0000 12  185 3514                Figure 37  Model Comparison Window for releases from different sites    The columns in the Model Comparison window are     1  The name of the model  the Model ID   followed by a brief  description of the model     2  The delta AIC  which is the deviation of the AIC from the best  model  The best model   the one with the lowest AIC     is given  the value 0 0  and all other AICs are presented as deviations from  that model  In Figure 37  model M s 2B has the best AIC  Note the  actual AIC can be found in the headers of the reports as shown in  Section 5 3 1     3  The number of parameters  4  The log likelihood    The model with the best AIC is highlighte
4.    Release  FISTRP 2008    Year    Upstream Downstream    2008 2008  2008 2009  2008 2010  2008 2011  2009 2009  2009 2010  2009 2011  2010 2010  2010 2011  2011 2011  Release  FISTRP 2009  Year    Upstream Downstream    2009  2009  2009  2010    2011    2009  2010  2011  2010  2011  2011        0 0525  0 0054     Reach  Rel LGR LGR LGS  0 0116  0 0025  1 0640  0 2886   6  0 0097  0 0000  0 0000    0000  0 0000   0 0000  0 0000   0 9839  0 0291   0 0000  0 0000   0 0000  0 0000   1 2409  0 2208   0 0000  0 0000   0 0000  0 0000         0 0000  0  wien J     Reach  Rel LGR LGR LGS  0 0006  0 0003  0 9839  0 0291   0 5392  0 0299  0 0000  0 0000   0 0477  0 0033  0 0000  0 0000   1 2409  0 2208   0 0000  0 0000   1 1315  0 1484     Figure 41  Body of Survival and Movement Parameter Estimates Report    There is a table for each of the releases  showing all survival and  movement parameter estimates for the selected model with the standard  errors in parentheses  For example in Figure 41  the probability of a fish in  the FISTRP 2008 release surviving and migrating to LGR in 2010 is 0 0525  with a standard error of 0 0054     Page 48    TribPit User s Manual    Chapter 5  Estimation and Results    5 3 3 Capture Parameter Estimates    Figure 42 shows the body of a Capture Parameter Estimates Report              Estimates   Release  FISTRP 2008  Downstream LGR LGS  2008 0 3448  0 0880  0 3889  0 1145   2009 0 5921  0 0136  0 5457  0 0199   2010 0 2439  0 0152  0 1888  0 0320   2011
5.   TWISPR 2011   AlReleases      2009 50        Grayed Sh incoatel parameter will    2010             2011    Counts in red have no path to them          The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals   causing some model to be unestimable  Look at each release separately to determine which releases have zero counts         V  Show Removals   Reset     Done            Figure 20  Sites and Years Configuration illustrating removals at detection sites    Page 27    TribPit User s Manual    Chapter 4  Configuration    In the case of Figure 20  the    Show Removals    checkbox is checked  thus  showing the number of removals after the colon         at each detection  site and year  For example  at LMR in 2009  50 fish were detected  none of    which were removed     e The counts at RRH and RIA  in 2011 are in red  because there is  no observed path to these sites and years  No counts were  observed from release to LMR in 2011  or from LMR in 2010 to  RRH in 2011  Program TribPit cannot estimate parameters for  unobserved paths and  thus  cannot create a model that includes  the 2011 counts  The counts are in red  because they cause any  model that estimates unique parameters for the TWISPR 2009  release to be unestimable     e The path from RRH to RIA  in 2009 is grayed out  This is because  the 87 fish detected at RRH were also detected at RIA  and trying  to estimate the survival and movement parameters along that 
6.  0 0000  0 0000  0 0000  0 0000    Release  FISTRP 2009   Downstream LGR LGS   2009 0 5921  0 0136  0  545 i  2010 0 2439  0 0152  0  1888  0 0320   2011 0 4380  0 0541  0 4348  0 0634     Figure 42  Body of Capture Parameter Estimates Report    As with the Survival and Movement Parameter Estimates report  there is a  table for the detection probabilities for each release with the associated  Standard errors in parentheses  For example  for a fish of the FISHTRP  2009 release  alive at LGS in 2009  the probability of being detected at  LGS in 2009 is 0 5457 with a standard error of 0 0199     5 3 4 Performance Measures Report    The Performance Measures report gives several different meaningful  metrics that are functions of the estimated survival and movement  parameters  and capture parameters     Page 49    TribPit User s Manual    Chapter 5  Estimation and Results    5 3 4 1 Overall Cohort Survival and Cohort Survival by  Site Location    Figure 43 shows the section of the Performance Measures Report that  reports the overall cohort survival and the cohort survival by site location     Overall Cohort Survival    The overall cohort survival is the probability of an individual from the 2008 release group reaching the detection site furthest down iver   Overall cohort survivak 0 5012  0 0185    Cohort survival by site location   Downstream survival by age specific release group     Site   Release LGR  FISTRP Sub Yearlings  2008  0 4948  0 0102   FISTRP Yearlings  2009  0 587
7.  Equivalent Survival and  Movement Parameters    Unique    Unique    Equated across release years    Scenario Three  Multiple Releases in the Same  Year But from Different Sites    Equivalent Capture  Parameters    Unique    Equated across release  sites    Equated across release  sites    Page 5    TribPit User s Manual    Equivalent Survival and  Movement Parameters    Unique    Unique    Equated across release sites    Chapter 1  Overview    1 4 4 Scenario Four  Multiple Releases from Different  Sites and in Different Years    Model  ID    M ys 1A    M ys 2A    M ys 2B    M ys 3A    M ys 3B    M ys 4A    M ys 4B    M ys 4C    M ys 4D    Capture Parameters    Unique    Equated across release  years  release sites unique    Equated across release  years  release sites unique    Equated across release  sites  release years unique    Equated across release  sites  release years unique    Equated across all releases    Equated across all releases    Equated across all releases    Equated across all releases    Equivalent Survival and  Movement Parameters    Unique   Unique   Equated across release years   release sites unique   Unique   Equated across sites  release  years unique   Unique    Equated across release years   release sites unique    Equated across release sites   release years unique    Equated all releases    Page 6    TribPit User s Manual    Chapter 2  Using  TribPit    Figure 3 below shows the main dialog of Program TribPit at startup  The  main components are 
8.  Navigation Panel  labeled    Diagnostic Tools     as shown in Figure 52     Navigation Panel F x       4 Data  Load Observations    Load Age Data  4 Configuration  Releases and Cohorts Configuration  Sites and Years Configuration  4 Diagnostic Tools  Next Detections  save Next Detections  4 Estimation  Fit All Models    Figure 52  Navigation Panel with Diagnostic Tools enabled    Double click on Next Detections to bring up the Next Detections dialog  as shown in Figure 53     Page 56    TribPit User s Manual    Chapter 6  Diagnostic Tools    Select releases        c  fem    aie Next Detections  Next Detections   Indudes sub yearling and yearling releases     FISTRP 2009  2008 15 0 12 0    2009 956 166 346 260    2010 772 562 552 505    2011 115 43 79 65       Not Detected  5494    Total  9248          site   Lower Granite Dam    Year    2008    Apply   Done      Figure 53  Next Detections Dialog    In the default mode  all releases are selected  the user can look at only  one release by deselecting on of them  The    Select Detection Point    is  cleared  circled   so we are looking at fish at the initial release  This dialog  tells us  for example  that of the 9 248 fish released  552 of these were  next detected at LGS  Of these 552  505 were removed  probably due to  transportation   Of the 9 248 fish  5 494 were never detected again     If the    Select Detection Point    check box is checked  the user can select a  Site and Year of interest  To look at detections at Lit
9.  have zero counts     Show Removals    Figure 29  Removing a year in the Sites and Years Configuration dialog    Page 36    TribPit User s Manual    Chapter 4  Configuration    At this point  the    AllReleases    tab should appear as shown in Figure 30   The    AllReleases    tab and the    TWISPR 2011  are no longer in red  but the     TWISPR 2010  is in red  This indicates that the model combining  parameters across releases will be estimable  but the models that use  unique parameters for individual releases will not be estimable     we Configure Sites and Years  c      mB      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it                                       Twiser 2010   TwIsPR 2011   AllReleases    TWR  88  2010 88  115  115 pr  2011 28 21  74 s4 1  2012 24 9    4 ww p   C  Show Removals men mee       Figure 30  Sites and Years Configuration after removing sites and years    If we select the    TWISPR 2010  tab and scroll all the way to the right  it  appears as shown in Figure 31     Page 37    TribPit User s Manual    Chapter 4  Configuration    oie Configure Sites and Years  c      mee      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it      TWISPR 2010   TWISPR 2011   AllReleases                     Empty paths                      ll 4 P T p          The presence of bold red counts indicates that some releases have zero counts embedded within the sum
10.  route would cause numerical problems  Program TribPit thus  removes the final survival and movement and detection parameter  and uses a fixed value of 1 0  with standard error of 0 0  to avoid  estimation problems     Figure 21 shows the same cohort and releases with the    AllReleases    tab  selected  This shows the counts for all of the releases of the given cohort     iii Sites and Years Configuration bo la       Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it      TWISPR 2009   TWISPR 2010   TWISPR2011   AllReleases                   RRH RIA   1 0 8 amp 9  2009  gt  50 1  7  260 0 115  2010 NN 6 260 115     264 0 202  2011                                   2 259 198   V  Show Removals   Reset     Done         Figure 21  Sites and Configuration showing the    AllReleases    tab for combined  releases    Page 28    TribPit User s Manual    Chapter 4  Configuration    Figure 22 shows another example where a path indicates a parameter is  fixed to 1 0        ia Configure Sites and Years Soo      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it       FISTRP 2008      LGR MCN BON   2008  8  amp  2 1  2009 DS 2 1  2  2 0 2  2010 f 2    Grayed path indicates parameter set to 1 0                               Show Removals Reset Done       Figure 22  Sites and Years Configuration illustrating pathways with parameters fixed  at 1 0    In Figure 22  there are no detection
11.  we will  load another file with a release named    FISTRP 2009    fish released from  the same site in the year 2009  After loading this observations file  the  Releases Summary appears as shown in Figure 16     Releases Summary F X  Releases     Release Site Year Count  FISTRP 2008 FISTRP 2008 3742  FISTRP 2009 FISTRP 2009 5516    Figure 16  Releases Summary after loading observations files for 2008 and 2009    Page 20    TribPit User s Manual    Chapter 3  Data    After loading the observation files  the user may continue with  Configuration if all the releases are from the same brood year  If not  an  age data file must be loaded  assigning brood years to the tag IDs  This is  done by double clicking on    Load Age Data    on the Navigation Panel and  selecting the age data file to be loaded  As with the loading of  observations data  all status messages appear in the Output  The user  may see error messages such as shown in Figure 17  indicating tag IDs are  in the age data file but not in the observations data  in this case  tags that  are found in the observations data will still have the brood year assigned  to them         Huth i     U pd       ating   Observation data loaded    No such tag  3D9 1BF1A7E6EC   line 2   No such tag  3D9 1BF23E6346   line 3   No such tag  3D9 1BF1A33B24   line 4   No such tag  3D9 1BF2325B5B   line 5   No such tag  3D9 1BF23E79B4   line 6   No such tag  3D9 1BF1A23C3D   line 7  No such tag  3D9 1BF1F776FD   line 8   No such tag  3D9 1BF2
12. 02 2013 4 12 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2D44E89B8 32w 4 5 2013 19 00 56 CGS13093  2013 4 3 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2D44EDD4 32W 4 5 2013 19 00 61 CGS 13095  2013 4 5 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2D60CA04 32W 4 5 2013 19 00 177 CGS13094  2013 4 4 2013 CSS TWISPR 843 066 008 SCREWT 917 5 17 2013 18 53 BCC 15x15 FULL FLOW ANTENNA J  te e e an ue e oa A7    Figure 13  Top portion of an example of a TribPit observations file    3 3 Age Data    Program TribPit depends on the tagged fish in a study being of a known  age  The age data file provides the age for all aged fished in the study   The age data file is a commas separated value  CSV  text file  All lines  beginning with a hash mark       are ignored  Otherwise  each line is a  record for one fish  Each record may be in one of two formats     1  A record consisting of two fields   1  tag ID  followed by  2  brood  year  A brood year of    NA    indicates that the age of the fish is  unknown     2  A record consisting of three fields   1  tag ID   2  release year    3  age at release  The brood year is then calculated by  subtracting the age from the release year  A value of    NA    for the  age at release indicates that the age of the fish is unknown     Analysis can be performed in Program TribPit without loading any age  data by assuming that all individuals are of the same brood year   However  pooling the 
13. 03  0 0110  0 8452  0 0220   2 Year Olds  2010    0 1062  0 0102  0 1301  0 0217   3 Year Olds  2011    0 0000  0 0000  0 0000  0 0000     Figure 44  Age Composition of migrants by Site section of the Performance  Measures Report    The calculations for age composition are shown in Appendix A   5 3 4 3 Downriver Survivals Below Residualization    Figure 45 shows the downriver survival estimates for each age class that  passed the site of the last    residualizing     or overwintering  In the  example in Figure 45  there was no residualization beyond LGR  This table  will only be displayed if there are at least two detection sites beyond the  site of the most downstream residualization     Down River Survivals Below Residualization    The probability that an individual alive at Lower Granite Dam in a given year survives and migrates to the furthest  downstream site in the same year     Release Year at LGR Survival estimate to LMN  FISTRP Sub Yearlings  2008  2008 0 6897  0 2802   2009 0 9327  0 0844   2010 0 8241  0 0655   FISTRP Yearlings  2009  2009 0 9327  0 0844   2010 0 8977  0 0495   2011 0 8572  0 1449     Figure 45  Downriver Survival Below Residualization section of the Performance  Measures Report    Page 51    TribPit User s Manual    Chapter 5  Estimation and Results    5 4 Expert Mode    By default  after fitting the models  the model with the best AIC is  selected  indicated by the yellow background in the Model Comparison  report  as shown in the example in Figu
14. 3E83A0   line 9   No such tag  3D9 1BF1F980F8   line 10      mn TS a he ae e l S    Figure 17  Output when loading age data    Page 21    TribPit User s Manual    Chapter 3  Data    Page 22    TribPit User s Manual    Chapter 4  Study  Configuration         S      4 1 Configuring Releases and Cohorts    Figure 18 shows the dialog for configuring releases and cohorts     a Configure Releases and Cohorts  pc     fe    Select Releases Select Cohorts    FISTRP 2009       Figure 18  Dialog for configuring releases and cohorts    On the left are the releases  By default  they are all selected to be  included in the analysis  On the right are the cohorts  as determined by  the age data  By default none of the cohorts are selected  The user can  select one  and only one  cohort at a time to be included in the analysis   The analysis will assume all fish to be of the same cohort     Page 23    TribPit User s Manual    Chapter 4  Configuration    When any changes are made to the releases and cohorts to be used  the     Apply    button must be pressed to save those changes  The Releases  Summary will then be updated to reflect the subset of fish to be used in  subsequent analysis  For this example  the 2007 cohort is selected     4 2 Configure Sites and Years    Section 1 4 describes the models created by Program TribPit for given  scenarios of the data loaded in TribPit  Sometimes  even though TribPit  creates a model  the data are too sparse to actually estimate the  parameters for th
15. 4  0 0299  0 7236  0 1115     LGS        Figure 43  Overall Cohort Survival and Cohort Survival by Site location section of the  Performance Measures Report    The overall cohort survival is the probability that an individual from the  primary release survives and migrates over time to the  furthest  downriver    site  The primary release is the earliest and furthest upstream  release  We can only estimate survival to the penultimate site   the site  upstream from the furthest downstream site  In the example in Figure 43   there is one site downstream from LGS  thus  we can estimate survival  only to LGS  Therefore  the  furthest downriver    site is LGS  and survival  from release to LGS is reported as the overall cohort survival     The table under the    Cohort survival by site location gives the survival  probability for each release to each downstream site  The overall cohort  survival is emphasized in bold with yellow background  circled in Figure  43      The calculations for survival to a site are shown in Appendix A     Page 50    TribPit User s Manual    Chapter 5  Estimation and Results    5 3 4 2 Age Composition of Migrants by Site    Figure 44 shows the age composition of a cohort as they migrate past a  detection site  For those migrants that pass by each detection site  this  table shows the estimated proportion by age class     Age Composition of migrants by Site    Site   Age LGR LGS  Sub Yearlings  2008  0 0235  0 0049  0 0247  0 0067   Yearlings  2009  0 87
16. As with the other examples  there is a tab for each release and an     AllReleases    tab for the combined releases  With multiple release sites  and multiple release years  however  there are additional tabs with label  beginning with    AllRelSites_    and    AllRelYears_     For example  the tab      AllRelSites_2008    shows the configuration and combined counts for all  releases in the year 2008  Similarly  the tab    AllRelYears_LGR    shows the  configuration and combined counts for all releases from the LGR site   This allows the user to see if models that combine parameters across sites  and across years are estimable        Configure Sites and Years  ce   C  Sem      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it                    FISTRP 2008   LGR 2008   LGR 2009  _aAlRelsites_2008   allRelsites_2009   allRelYears FISTRP   AllRelYearsiGR   AlReleases                              LGR LGS LMN  300 700 400  2008 ae 900 440  50 50 15 30 50 45  2009 10 35  Show Removals   Reset     Done            Figure 25  Sites and Years Configuration with simulated releases from multiple sites  and multiple years    Page 32    TribPit User s Manual    Chapter 4  Configuration    4 2 2 Changing the Sites and Years Configuration    Figure 26 shows the left portion of the Sites and Years Configuration  dialog after some data are loaded with the    AllReleases    tab selected     Notice that there are no detections at the LTP sit
17. Program TribPit    Cohort Analysis of Juvenile Salmonid  Movement and Survival in Tributaries    Developed by   James Lady  John R  Skalski  and Rebecca Buchanan  Columbia Basin Research  School of Aquatic  amp  Fishery Sciences  University of Washington  1325 Fourth Avenue  Suite 1820  Seattle  Washington 98101 2509    Prepared for    U S  Department of Energy  Bonneville Power Administration  Division of Fish and Wildlife  P O  Box 3621  Portland  Oregon 97208 3621  Project No  1989 107 00  Contract No  59002    May 2014    Program TribPit    Acknowledgments  eee          This project is funded by the Bonneville Power Administration  BPA   US  Department of Energy  under Contract No  55454  Project No  1989 107   00  as part of the BPA s program to protect  mitigate  and enhance fish  and wildlife affected by the development and operation of hydroelectric  facilities on the Columbia River and its tributaries     Page i    TribPit User s Manual    Program TribPit    Page il  TribPit User s Manual    Program TribPit    Table of Contents    Acknowledgments sec sesteceszaccee sscotscetee atnteu dscetscatbevss csensacsticocaosste tsendscotacsttenscecttenceetecees    Chapter 1  OVErVieW     cccccccesssssesssssscsesssesesesssesssscsesesesesesesssssseseseseseseseseseseseseseseseeeeeees 1  Ll UOC NOT eeen E E 1  12 TNG TOPIC MOC Clix tatee cence nna A 1  1 3 Auxillary ReleaS OS orici renan rosno ana e eS r a roAa rarase an ridera 3  1 4 Model Parameterization uu    cccccessssessssss
18. RRT RelvTime Lgth BrdYear TagFile MigrYear TagDate CoordiD RelSite RiverKM CaptureMeth SessionM  ObsDateLast ObsSite ObsMonitor ObsStage  1 1 2013 12 31 2013 384 3B23B0B89A 32W 4 5 2013 19 00 61 CGS13095  2013 4 5 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2D10C03A 32W 3 18 2013 15 45 72 CGS13074 2013 3 15 2013 CSS TWISPR 843 066 003 SCREWT 912 3 18 2013 20 42 TWR Lower In stream Array J  1 1 2013 12 31 2013 3D9 1C2D10DB51 32W 3 26 201315 30 63 CGS13084 2013 3 25 2013 CSS TWISPR 843 066 008 SCREWT 917 4 7 2013 1 01 TWR Lower In stream Array J  1 1 2013 12 31 2013 3D9 1C2013330C 32W 3 26 2013 15 30 68 CGS13084  2013 3 25 2013 CSS TWISPR 843 066 008 SCREWT 917 4 4 2013 23 08 TWR Upper In stream Array J  1 1 2013 12 31 2013 3D9  1C20133994 32W    3 18 2013 15 45 149 CGS13074 2013 3 15 2013 CSS TWISPR 843 066 003 SCREWT 912  1 1 2013 12 31 2013 3D9 1C2D3DA3AE 32W 4 5 2013 19 00 66 CGS13094 2013 4 4 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C20445   8B 32W 4 5 2013 19 00 56 CGS 13092 2013 4 2 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2D446EC0 32W 4 5 2013 19 00 54 CGS13093 2013 4 3 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2044903F 32W 4 5 2013 19 00 57 CGS13092 2013 4 2 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2D449193 32w 4 5 2013 19 00 57 CGS13094 2013 4 4 2013 CSS TWISPR 843 066 008 SCREWT 917  1 1 2013 12 31 2013 3D9 1C2044BA3D 32W   4 12 2013 18 30 54 CGS131
19. User Interface Settings    Use expert mode   allow model selection       Figure 6  General Settings Dialog    2 2 1 General Settings    The general settings dialog is shown in Figure 6  The top part allows the  user to control the number of decimal places displayed in reports  both  for estimates and the standard errors of estimates     In the User Interface Settings  the user may turn on    Use expert mode      allow model selection     This is described in detail in Section 5 4     Page 10    TribPit User s Manual    Chapter 2  Using TribPit    2 2 2 Sites Configuration Settings    As will be explained in Chapter 3  a sites configuration file is necessary  before loading observations data  The Sites Configuration tab  shown in  Figure 7  allows the user to select an alternate sites configuration file  If  the user changes the sites configuration file  a warning will appear as  shown in Figure 8  which the user must acknowledge by pressing the    OK     button  The sites configuration file is used only when data are loaded  if  the user wants to apply an alternate sites configuration file to data already  loaded  then the File  gt Clear All Data command must be invoked  and the  observations must be reloaded after specifying the desired sites  configuration file     Settings z   Ea  Sites Configuration    O Use alternate sites configuration file    Alternate sites configuration file       Figure 7  Sites Configuration Settings tab    wile Sites Configuration m    Changing th
20. age class data can seriously bias the survival  analysis and is not recommended     Page 18    TribPit User s Manual    Chapter 3  Data    3 4 Loading the Data    At initial startup with no observations loaded  the Navigation Panel of  Program TribPit appears as shown in Figure 14 with only the    Load  Observations    command enabled  no analysis can be done until the  observations are loaded         TribPit Model Estir       File Data Edit View Window Help  Navigation Panel se       4 Data    Load Observations    4 Configure    4 Estimation    4 Results    4 Reports    Figure 14  The Navigation Panel at initial startup with no observations loaded    When the user double clicks on    Load Observations     TribPit will prompt  the user to select the observations data file to be loaded  While loading  the data  all status messages will appear in the Output at the bottom of  the screen  For this example  we load a file with one release     FISTRP  2008        Page 19    TribPit User s Manual    Chapter 3  Data    Once the data are loaded  the Releases Summary will be updated as  shown in Figure 15  A    release    is defined as all fish released from a given  site in a given year  One observation file may contain more than one  release     Releases Summary F x  Releases     Release Site Year Count  FISTRP 2008 FISTRP   2008   3742    Figure 15  Releases Summary after loading observations file fistrp2008 csv    Multiple observation files may be loaded into TribPit  In this case 
21. anual    Chapter 2  Using TribPit    The Data menu has one command      Clear All Data     It clears all data  currently loaded and returns Program TribPit to its initial state  The user  will be asked to confirm this request before performing this destructive  command     The View menu  shown in Figure 5  allows the user to control whether or  not the Navigation Panel  Output  or the Releases Summary is visible or  not  Figure 5 shows the default state with all three components having a  checkmark  indicating they are visible  Clicking on a component will    un   check    it and hide it from view  clicking on an    un checked  item will  cause the hidden component to be visible again     lit Window Help  __     Navigation Panel       Output  la      Dal wv Releases Summary       e Releases and Cohorts  e Sites and Years    Figure 5  View Menu    The Window menu has three actions     Tile Windows        Cascade  Windows     and    Close All     allowing the user to organize the currently  open windows in the workspace     The Edit menu has one item     Settings    as described below     Page 9    TribPit User s Manual    Chapter 2  Using TribPit    2 2 Settings    The settings dialog  shown in Figure 6  has three tabs across the top      General        Sites Configuration     and    Advanced     These three tags define  the computing environment and are described in detail below     Settings  c    fa  Decimals Reported in Reports  Estimates  45    Standard Errors  4   gt     
22. d with a yellow background  All  subsequent reports and graphical results will be for the best model     Page 44    TribPit User s Manual    Chapter 5  Estimation and Results    Figure 38 shows another example of the Model Comparison window  In  this case  there were multiple releases in different years  However  two of  the models were not estimable  The text    Non Est     is used when models  are not estimable  typically due to sparseness of data           Model Comparison koka  mesm  Name Delta AIC Num Params Ln Likelihood     Capture  All release years unique  M y 1A  Survival and movement  All release years unique Non Est  Non Est  Non Est     Capture  Equated across all release years    M y 2A  Survival and movement  All release years unique Non Est  Non Est  Non Est           M y 2B  Survival and movement  Equated across all release years 0 0000 12 11 4988          Figure 38  Model Comparison Window with some available models not estimable    5 2 Graphical Results    Once estimation is complete  the user can double click on    Graphical  Results    on the Navigation Panel to bring up a graphical display of the  survival and movement parameters estimates for the best model  the one  with delta AIC of 0 0      The user may look at the results of the suboptimal models by turning on     Expert Mode     as explained in Section 5 4     Page 45    TribPit User s Manual    Chapter 5  Estimation and Results    An example of the Graphical Results dialog from simulated data is s
23. e  and only four    detections at LMR  The ability to estimate parameters will be improved by    removing these two sites     oe Configure Sites and Years      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it          TWISPR 2010   TWISPR 2011   AllReleases             2010 88    2011  ONS    2012    2013 o             4 uli             The nresence nf hold end anarnte indirataoc that cama releacac kh   a ennnte embedded serithin tha crmmanr tat       Figure 26  Sites and Years Configuration in initial state    Page 33    TribPit User s Manual    rancinn    Chapter 4  Configuration    Right click anywhere on the gray column representing LTP and select       Remove site LTP    from the popup menu  as shown in Figure 27  The  diagram will then be updated with LTP removed  In the same way  right     click on the LMR site and select    Remove site LMR           ng ena e    Right click on a site to remove it  or to set it as the last site      Right click on a year to remove it  AllReleases                                           TWISPR 2010 TWISPR 2011  2010  Remove site LTP  Set LTP as last site  2011  2012  2013  4   il    The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals  causing some fF    separately to determine which releases have zero counts       Show Removals       Figure 27  Removing a site in the Sites and Years Configuration dialog    The diagram sho
24. e model  The Sites and Years Configuration section of  Program TribPit allows the user to change the configuration to allow for  parameter estimation  This is done by     1  Removing detection sites  causing all detections at the sites to be  ignored     2  Removing detection years  causing all detections in those years to  be ignored     3  Setting an upstream site to be the last detection site  This causes  all downstream detections to be pooled and treated as detections  at the last site set by the user  The parameter estimate for this  final reach will lack biological significance  but the reduction in the  number of parameters to be estimated may improve the ability of  TribPit to estimate upstream parameters of interest to the user     Page 24    TribPit User s Manual    Chapter 4  Configuration    4 2 1 Interpreting the Diagrams    Figure 19 gives an example of the Sites and Years Configuration dialog   Note that the Sites and Years Configuration dialog always references a  single cohort  Figure 19 references a 2007 cohort with two releases   1  a  release of yearlings in 2008 from location FISTRP labeled    FISTRP 2008   and  2  a release of two year olds in 2009 from the same location labeled     FISTRP 2009      da Configure Sites and Years         Right click on a site to remove it  or to set it as    last site    Right click on 3year to rove t           Red text in release names indicates parameters not    estimable  LGR    The presence of bold red counts indicate
25. e sites configuration file will only affect subsequently  A loaded data  not data currently loaded        Figure 8  Warning Message when the user changes the sites configuration file    Page 11    TribPit User s Manual    Chapter 2  Using TribPit    When the user selects    Use alternate sites configuration file     the dialog  appears as shown in Figure 9  with both the    Apply    and    Done    buttons  disabled  The user must specify the alternate configuration file before  proceeding by pressing the tool button shown in Figure 9        Settings  en    Sites Configuration    O Use default        Use alternate sites configuration file    Alternate sites configuration file    Press to specify alternate  sites configuration file       Apply Done    Figure 9  Sites Configuration Setting after selecting    Use alternate sites  configuration file       Note that when the user exits Program TribPit and then restarts it  it  defaults to using the default configuration file  if the user desires an  alternate sites configuration file  the user must explicitly select it each  time at startup     2 2 3 Advanced Settings    The Advanced Tab has one item     a checkbox for    Show Diagnostic  Tools     Enabling this will cause a    Diagnostic Tools    section to be added  to the Navigation Panel  as explained in detail in the Appendix B     Page 12    TribPit User s Manual    Chapter 3  Data    TribPit Input Files       3 1 Sites Configuration File    The sites configuration file is ma
26. eases released in the same year     3  Across all releases regardless of release site and release year     Although the previous discussion referred to the TribPit model  from here  on out the term    model    will be used to refer to the parameterization  used in estimating the parameters  The available models are dependent  on the number of and the nature of the releases  The four possible  scenarios are     1  One release only     2  Multiple releases all released from the same site but in different  years     3  Multiple releases all released in the same year but from different  sites     4  Multiple releases from different sites and in different years     The tables in Sections 1 4 1 to 1 4 4 show what models are available in  Program TribPit for each of these four scenarios  Note that in some cases  some available models may not be estimable due to the sparseness of the  data  The    Model ID  is a unique identifier assigned to each model for  ease of reference     Page 4    TribPit User s Manual    Chapter 1  Overview    1 4 1 Scenario One  One Release Only    Model  ID    M n 1A    1 4 2    Model  ID    M y 1A    M y 2A    M y 2B    1 4 3    Model  ID    M s 1A    M s 2A    M s 2B    Equivalent Capture  Parameters    Unique    Equivalent Survival and  Movement Parameters    Unique    Scenario Two  Multiple Releases from the Same  Site But in Different Years    Equivalent Capture  Parameters    Unique    Equated across release  years    Equated across release  years   
27. ec esesesessssesesseseeessesesessessssssesessssesesseseeesseseeeees 23  4 1 Configuring Releases and Cohorts 00    ceesessesessesesessesessssesesessesesseseeeeeeees 23  4 2 Configure Sites and YEAMS oo    ecessesessssesessesesessesecessesseesseseessesesssestsseseeseseaes 24  4 2 1 Interpreting the Diagrams ou    ccescesssessesesessssssesscesesseseessesesesseesseseees 25  4 2 2 Changing the Sites and Years Configuration    33  4 2 3 Resetting the Sites and Years Configuration           sss ssss1sss11s00005010   42  Chapter 5  Estimation and R SUItS       cc eesesessssssssesesesesesesessssscsesescssseseesssesess 43  5 1 Model Comparison WINKOW         cc cecsesessssssesesesesesesesssescseseseseseseseseseseseaeees 44  D2  Ghali Cal CSUN ran ann E EEEE 45  2a R OOM CS o S 47  93d Report Header vcctrecterercveveierenearaicet rat maven saone SUNOS SNESE Sarea UNOSE aa EESs 47  5 3 2 Survival and Movement Parameter Estimates    48  53 3 Capture Parameter ESUMaAtES seenccerroc sacd odana eaa 49  5 3 4 Performance Measures Report         ccceescssssesesessesesesesseeseseeeeeseseeee 49  5 4 Expert MOC    ccccssssesesssssssssssssscsesesesesessssscsesesesescseseseseseseseseseeesessseseseseaees 52    Page iii    TribPit User s Manual    Program TribPit    Chapter 6  Diagnostic TOOIS  cscscsccccccscacssccsscsscccsissssaessessncseiecnsesscarsaeessensaasatesscarsaecseeee   Appendix A  Performance Measures Calculations       ccccccsesssesesesssteseseeeeees    Page iv    TribPit User s Manual 
28. fter the estimates have been obtained and  the model with the best AIC selected  or possibly a suboptimal model if     Expert Mode  is turned on    1  Survival and Movement Parameter  Estimates   2  Capture Parameter Estimates  and  3  Performance  Measures     5 3 1 Report Header    At the top of each of the reports is information about the currently  selected model  An example is shown in Figure 40     Survival and Movement Parameter Estimates  Releases   FISTRP 2008    FISTRP 2009    Model  M y 2B    Unique parameters for all reaches and detections sites  Parameters equated across release groups as follows   Capture  Equated across all release years  Survival and movement  Equated across all release years     Num releases  2   Num sites  4   Num years  4   Num parameters  22  Log likelihood   29 9557  AIC   135 911    Figure 40  Header Information at the top of each report    The information in the report header includes in order   1  The names of the releases used for the estimates    The Model ID    A description of the model    The number of releases    The number of sites    The number of years    The number of parameters    The log likelihood    The actual AIC value  not the AAIC value     ee See OA E N    Page 47    TribPit User s Manual    Chapter 5  Estimation and Results    5 3 2 Survival and Movement Parameter Estimates    Figure 41 shows the body of the Survival and Movement Parameter  Estimates report  excluding the header information at the top      Estimates 
29. hown  in Figure 39  The tabs at the top allow the user to select the release of  interest  The point estimates are given on the path lines on the diagram   On the bottom half are the point estimates with their standard errors in  parentheses        iii Graphical Results                          oc  C  fa   Hover mouse over an estimate to show more information  FISTRP 2008   FISTRP 2009    LGR LGS LMN  A  2008 0 0116 1 0640 0 3889  1  Mouse ho over estimate  Bi E l  2009 0 9839 0 6468  0 0525  2010 1 2409 0 2687  Release LGR LGR LGS LGS LMN        2008 2009    2009 2009    2009 2010       2009 2011    2008 2008 0 0116  0 0025     2008 2010 0 0525  0 0054     2008 2011 0 0000  0 0000     1 0640  0 2886        0   0 0000   0 0000  0 0000   0 0000  0 0000     0 9839  0 0291     2  Corresponding estimate  and s e  are highlighted    1147     0 0000  0 0000     m    0 0000  0 0000     0 0000  0 0000          3  Description of parameter  appears here    0 0000  0 0000        0 0000  0 0000  v       The probability of a released fish residiualizing until 2009 and then migrating to LGR    Figure 39  Graphical Results window    The user may hover the mouse pointer over any result on the diagram   and the corresponding value in the table will be highlighted with bold text  and yellow background  In addition  a description of the parameter will  appear below the table     Page 46    TribPit User s Manual    Chapter 5  Estimation and Results    5 3 Reports    Three reports are available a
30. intained on the Columbia Basin Research   CBR  website  and is updated as the configuration of PIT tag arrays on  the Columbia River and Snake River systems changes  Program TribPit  requires the sites configuration file to be loaded before loading  observations in order to be able to convert PIT tag detections to capture  histories     A version of the sites configuration file is loaded when Program TribPit is  installed  The first time an observations file is loaded  Program TribPit  accesses the CBR website to see if a newer version of the sites  configuration file exists  If so  it is downloaded and loaded into Program  TribPit before loading the observations file  Subsequently  whenever the  user loads an observations file  if the sites configuration has not already  been loaded  and it has been more than a day since the CBR site was  queried  Program TribPit queries the CBR website for a newer version  and  downloads the newer version and loads it  The sites configuration file is  always loaded before loading an observations file     The loading of the sites configuration file described above is all done in  the background without the user needing to intervene  The user may   however  load an alternate sites configuration file if desired  as explained  is Chapter 2  A new sites configuration file will only apply to subsequently  loaded observations  it will not affect observations already loaded into  Program TribPit     Page 13    TribPit User s Manual    Chapter 3  Da
31. ith Detections  Last Possible Data Date 03 24 2014    Rows Shaded by TagID  Sorted by Tag ID        Release   Release    Brood   Migration   Tag   Coord   Release Capture  TagID SpRRT   Rel_v_time   Length Wie Tag File Yaar Date ID Site Method    3 01  42   04 05     mii       384 3B23B0B89A   32W cg pa    CGS13095 LAB 2013 a foss   nmser 843 066 008   SCREWT   917       Figure 12  Final page of the dart query for downloading the observations file    Page 17    TribPit User s Manual    Chapter 3  Data    Figure 13 shows the top portion of an observations file  as displayed in  Microsoft Excel  2013      EAT AY AD PEIL AI AAPEA RI PEITAI AA PEII AIAI ett AI      Query Specifications   ALPES AS PEAY AI AS PELI AI PEREAS A9 PELI AI PA PELI 99      Release Start Year   2013   UN Species  3      Run  2   un Rear Type  W      Release Area Definition   Release River KM between  843 066 0  and  843 066 999    NN Release Group Start Date   2013 01 01      Release Group End Date   2013 12 31   NN Release Tributary Basin Name   Twisp River      TagiDs Released   477   NN Detection Date Note   Detection Date Time is last detection at an interrogation site as determined by DART      Exclusions   Fish tagged as adults as determined by DART are excluded from the model input data   an This de length at ta  and capture method       Generated   24 Mar 2014 13 55 31 PDT    7 Source   Data Courtesy of Pacific States Marine Fisheries Commission    SRRH RHR ESR RRS   RelGrpStai RelGrpEndD TagiD Sp
32. mary totals   causing some model to be unestimable  Look at each release separately to determine which releases have zero counts     E show Remo       Figure 31  Sites and Years Configuration Dialog with empty paths downstream    Notice that the paths for year 2012 between TD1 and BON  and between  PD7 and TWX have zero counts and are in red  In this case  the user is not  interested in estimates this far downstream   only in survival to the first  site  TWR  To get survival and movement estimates to TWR  we need one  detection site beyond TWR   namely  RRH  So now scroll back to the left  portion of the diagram  click on the RRH site and select  Set RRH as the  last site    from the popup menu as shown in Figure 32     Page 38    TribPit User s Manual    Chapter 4  Configuration      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it    TWISPR 2010                      The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals   causing some model to be unestimable  Look at each release separately to determine which releases have zero counts     Fl Show Removal       Figure 32  Setting the last detection site in the Sites and Years Configuration    The diagram should now appear as shown in Figure 33 with no red tabs   indicating all available models should now be estimable     Page 39    TribPit User s Manual    Chapter 4  Configuration      Right click on a site to rem
33. meter Estimates  Capture Parameter Estimates  Performance Measures    i    Figure 49  Navigation Panel with expert mode enabled and an alternative model  selected    The Model Comparison Dialog will now appear as shown in Figure 50   The best model will still be highlighted in yellow  and the currently  selected model will be highlighted in green  The graphical results and all  the reports will now pertain to model M y 1A        Model Comparison loo   Name Delta AIC Num Params Ln Likelihood    Capture  All release years unique    Se ee  Capture  Equated across allrelease years Green indicates currently selected model    M y 2A  Survival and movement  All release years unique 5 8675 16  47 9898        y 2B  Survival and movement  Equated across all release years 0 0000 14  48 9236    ellow indicates the best fit model    Figure 50  Model Comparison dialog with an alternative model selected    Page 54    TribPit User s Manual       Chapter 6  Diagnostic    Tools  a    Next Detections    Program TribPit provides some diagnostic tools used mainly for  debugging the program  Go to the Edit menu  select    Settings     and  select the    Advanced    tab and check the checkbox labeled    Show  Diagnostic Tools    as shown in Figure 51     Settings Sia    Advanced    Advanced Settings  Show Diagnostic Tools       Figure 51  Turning on the Diagnostic Tools    Page 55    TribPit User s Manual    Chapter 6  Diagnostic Tools    After clicking    Apply     a new heading will appear in the
34. n 2008  and Program TribPit thus  removes that branch from the model  The same is true for the  year 2011  2011 Is included because even though there are no  detections in 2011 for this particular release  there were detections  in 2011 for other data currently loaded in TribPit     Page 26    TribPit User s Manual    Chapter 4  Configuration    e The numbers in the paths indicate the number of fish    known    to  have traveled that path and were detected at the end site of the  path    known  according to the assumptions of the models  In  the example in Figure 19  the diagram indicates that six fish  traveled from LGR to LGS in 2009  This does not mean that all six  fish were necessarily detected at LGR and then at LGS in 2009  It is  possible that some of those six fish were released in 2008 and  then next detected at LGS  It s also theoretically possible that they  traveled through LGR in 2008 undetected  and then migrated and  survived to LGS in 2009  But since we did not observe any fish  along that path  we cannot estimate the parameters for that path   Thus  Program TribPit must assume that they traveled along the  only observed paths to arrive at LGS in 2009     Figure 20 shows another example of a study with three releases of a  cohort in three consecutive years  2009  2010  and 2011     a Sites and Years Configuration        Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it            TWISPR 2009   TWISPR 2010 
35. no other paths downstream from TWR in 2009   Program TribPit leaves the downstream paths in 2009  and makes them  thicker and in red to indicate that they render any model that estimates  unique parameters for this release unestimable        as Configure Sites and Years      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it             TWISPR 2009   TWISPR 2010   TWISPR 2011   AllReleases               MCN     2009    2010    2011    2012                      The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals  causing  some model to be unestimable  Look at each release separately to determine which releases have zero counts           Show Removals Reset Done    Figure 24  Sites and Years Configuration illustrating missing downstream counts    Page 31    TribPit User s Manual    Chapter 4  Configuration    Finally  we look at a hypothetical example where there are multiple  releases of a single cohort  both from different sites and different years   This is a 2007 cohort with two releases of yearlings in 2008   one from  FISTRP     FISTRP 2008   and another from LGR     LGR 2008       and one  release of two year olds in 2009 from LGR     LGR 2009    Since the     FISTRP 2008  is the earliest and most upstream release  it is considered  the primary release  and the others are auxiliary releases  Figure 25 shows  the Sites and Years Configuration for the data     
36. ohorts Configuration  Sites and Years Configuration  4 Estimation  Fit All Models  4 Model Selection  4 Capture  All release years unique  M y LA  Survival and movement  All releas     4 Capture  Equated across all release years  My24  Survival and movement  All releas          Y    My2B  Survival and movement  Equa     4 Results  Model Comparison  Graphical Results  4 Reports   Survival and Movement Parameter Estima     Capture Parameter Estimates  Performance Measures    Figure 48  Navigation Panel with expert mode enabled    A green check mark is next to the M y 2B model   the one with the best  AIC  To look at the estimates for one of the other models  say M y 1A   simply double click on it in the Navigation Panel  and green check mark  will now be by M y 1A  indicating that it is the currently selected model  as  shown in Figure Figure 49     Page 53    TribPit User s Manual    Chapter 5  Estimation and Results       TribPit Model Estimat  File Data Edit View Window Help  Navigation Panel         4 Data  Load Observations  Load Age Data  4 Configuration  Releases and Cohorts Configuration  Sites and Years Configuration  4 Estimation    Fit All Models  4 Capture  All release years unique  Y    MylA  Survival and movement  All release ye     4 Capture  Equated across all release years  May2a  Survival and movement  All release years      M y2B  Survival and movement  Equated across al     4 Results  Model Comparison  Graphical Results  4 Reports  Survival and Movement Para
37. ove it  or to set it as the last site    Right click on a year to remove it    2010       Show Removals       Figure 33  Sites and Years Configuration dialog after setting the last site    The         after    RRH     indicates that this site includes detections from  multiple sites downstream of RRH     Page 40    TribPit User s Manual    Chapter 4  Configuration    Figure 34 shows an example of another situation that may occur  There  are no detections at the first site CLJ  thus  no observable paths to any of  the downstream detection sites  The CLJ site appears because it is in the  data that has been loaded  but not in the cohort data selected for  analysis  This situation can be remedied by simply removing the CL site   and the diagram will appear as in Figure 35     os Configure Sites and Years bo la  fee       Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it      FIsTRP 2008   FISTRP 2009   AllReleases         CLI    2008    2009    2010    2011               4   mW r             The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals  causing  some model to be unestimable  Look at each release separately to determine which releases have zero counts          Show Removals   Reset     Done            Figure 34  Sites and Years Configuration with no detections at the first site    Note that release sites cannot be removed  nor can release years be  removed  Al
38. own in Figure  2     Site   Site 2 Site 3    Year      Year 2  R 122    Year 3       Figure 2  An auxiliary release for a hypothetical study of the same cohort as in  Figure 1 in the following year    There are several parameters that might be in common across the two  releases   o22   233  A22  A33  Piz  P13  P22  and P23  Program TribPit  provides hypotheses testing via the AIC to see if it is possible to equate  the equivalent parameters across the releases  The release process  depicted in Figures 1 and 2 may be repeated for a number of years     Program TribPit assumes that the earliest release in time and the most  upstream release is the primary release  all other releases are assumed to  be auxiliary releases     Page 3    TribPit User s Manual    Chapter 1  Overview    1 4 Model Parameterization    As explained in the previous example  auxiliary releases may be used to  increase the precision of parameter estimates by equating equivalent  parameters across releases  The possibilities include     1  Keeping all parameters unique across releases  in which case the  auxiliary releases do not provide additional precision for the  estimates of the primary release     2  Equating only the detection parameters  Pig  across releases     3  Equating both the detection parameters and the survival and  movement parameters  Pj jx and Ajg  across releases     In addition  parameters may be combined     1  Across all releases released from the same release site   2  Across all rel
39. re 46  where there are multiple  releases in different years  All graphical results and reports are for the  model highlighted in yellow        ola Model Comparison  o        eae   Name Delta AIC Num Params Ln Likelihood  Capture  All release years unique  M y 1A  Survival and movement  All release years unique 11 0253 18  47 4109    Capture  Equated across all release years    M y 2A  Survival and movement  All release years unique 5 8675 16  47 9898       M y 2B  Survival and movement  Equated across all release years 0 0000 14  48 9236             Figure 46  Model Comparison dialog for multiple releases in different years    If the user would like to look at the results for other models besides the  one with the best AIC  the user can do so by turning on expert mode  Go  to the Edit menu  select Settings  and select the General tab  Then check  the box labeled    Use expert mode     allow model selection    as shown in  Figure 47           General   Sites Configuration  Decimals Reported in Reports  Estimates  4 5  Standard Errors  4     User Interface Settings    Use expert mode   allow model selection       Figure 47  Turning on expert mode in the Settings dialog    Page 52    TribPit User s Manual    Chapter 5  Estimation and Results    Then click the Apply button  and then the Done button  A new heading  will appear in the Navigation Panel labeled    Model Selection     as shown in  Figure 48     4 Data  Load Observations  Load Age Data  4 Configuration  Releases and C
40. rtical  bar represents a detection site  In this example  the years 2008  through 2011 are present in the data as either release years and or  detection years  The first detection site is labeled    LGR     Lower  Granite Dam   the second    LGS     Little Goose Dam   and so on   Notice that the final fourth and final detection site is labeled   IHR    The       indicates that there are downstream detection  sites after Ice Harbor Dam that the user has already configured to  be pooled with detections at Ice Harbor     e The narrow diagonal and horizontal lines represent paths that fish  were observed to follow  The number in the center of the paths  indicates the number of individuals known to have traveled that  path and were detected at the end site of the path  For example   two fish were known to survive and migrate from LGR to LGS and  were detected at LGS in 2010  circled in Figure 19      e The bold  italicized numbers at each detection site show the  number detected at that site and year  For example  six fish were  detected at the site LGS in the year 2009  circled in Figure 19      e The path from LGS to LMN in 2010 has zero counts  making the  survival and movement parameter for that path unestimable   Program TribPit thus highlights this path by making it thicker and  in red  This is why any model that that has unique parameters for  this release is unestimable     e There are no paths for the year 2008  This is because there were  no detections for this release i
41. s     Download TribPit Observations File    to download the observations file  which can be loaded directly into Program TribPit     Tip    Use the browser  Zoom Out  feature to reduce text size and display more columns on screen  menu option View  gt Zoom  gt Zoom Out or keyboard  combination Ctrl      FFFFFFFFSSFFFSFSFFFSSFF      Query Specifications   FFF FF FFF FF FFFFFFFFFFE      Release Start Year   2013      Species   3      Run   2      Rear Type   W      Release Area Definition   Release River KM between  843 066 0  and  643 066 999       Release Group Start Date   2013 01 01      Release Group End Date   2013 12 31      Release Tributary Basin Name   Twisp River      TagIDs Released   477      Detection Date Note   Detection Date Time is last detection at an interrogation site as determined by DART      Exclusions   Fish tagged as adults as determined by DART are excluded from the TribPit Observations File      This determination is based on a combination of 1  tagging flags 2  length at tagging 3  capture method      Generated   25 Mar 2014 16 12 12 PDT      Source   Columbia River DART  Data Courtesy of Pacific States Marine Fisheries Commission    FFF FFTF FSIS FFF F FFF F FFF       Download TribPit Observations File    Columbia River DART  TribPit Observations    477 Wild Summer Steelhead Release 01 01 2013   12 31 2013 23 59 59  in Twisp River   Methow River Ba  Release Information for All Tags in Release Group  Detection History for All Tags in Release Group w
42. s File Clear All    Columbia River DART  Tag File List based on Selection Criteria  Species  Steelhead  Run Type  Summer  Rearing Type  Wild  Release Basin RKM  643 066 0   843 066 999  Release Dates  Release 2013  Tag Files  102  Capture Release  Method RiverKM    All Listed Tag Files  697 Released    pool Listed Tag Files  697 Released O OO O OOO S S  ces13073LAB  3  2  w   twispr   screwr    43 068 003  2013   2013318 fess   ajaz    CGS13074 LAB w  CGS13076 LAB  CGS13077 LAB TwisPR  scrEwT   843 066 003  2013  2013348  ess   ajaz                            Run   RearType   RelSite MigrYear   RelDate  Y    TagCoord   RelCount   Tagging Session       TagFile A              MN                   w  wo  ree    013  COADOR  a TISPR   _SGREW OADNERNNA 1 9N42 2042 222 31 047       Figure 11  Portion of an example of the results of a query to create the observations  file    Page 16    TribPit User s Manual    Chapter 3  Data    The user then reviews the tag files in the results and selects the ones to be  used to create the observations file  The user may select all of them by  select the    All    checkbox in the first row of the first column  circled in  Figure 11   or by simply not selecting anything  Alternatively  a subset of  the tag files may be included by selecting the checkbox next to each  desired tag file  When ready  the user then presses the    Generate TribPit  Observations File    button to continue     Figure 12 shows the results of the query  The user then presse
43. s at MCN in 2010  but there are  detections downstream at BON   Due to the configuration of this model   we know that the two fish detected at BON  had to travel from LGR to  MCN in 2010  Thus  Program TribPit fixed the survival and movement  parameter at 1 0  and the detection parameter at MCN in 2010 at 0 0  and  the model is still theoretically estimable  disregarding the sparse data in  this case      Page 29    TribPit User s Manual    Chapter 4  Configuration    In the example in Figure 23  there are 65 detections at TWR in 2010  but  no observations downstream of that in 2010  However  this does not  make the parameters in the releases unestimable because there is another  path downstream from TWR in 2010   the path to RRH in 2011  Thus   Program TribPit simply removes the downstream paths for year 2010     ae Configure Sites and Years  os   Eh      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it                TwisPR 2009   TWISPR 2010   TwisPR2011   AlReleases               MCN     2009    2010    2011    A    2012    wn                                        Show Removals Reset Done       Figure 23  Sites and Years Configuration illustrating unnecessary downstream paths  removed    Page 30    TribPit User s Manual    Chapter 4  Configuration    Contrast the last example with Figure 24  In this case  there are 34 fish  detected at TWR in 2009  and there are no downstream detections in  2009  But since there are 
44. s that some releases have zero counts embedded within the summary totals  causing some model to be  unestimable  Look at each release separately to determine which releases have zero counts                    IHR     2008    2009    2010       2011          Red  thicker path indicates parameter not estimable                    T  Show Removals   Reset     Done         Figure 19  Example of a Sites and Years Configuration Dialog for a 2007 cohort    The tabs along the top allow the user to look at each individual release  or  the user can look at both releases together by selecting the    AllReleases     tab  In Figure 19  the    FISTRP 2008  tab is selected  illustrating the  yearling release in 2008  Since this is the initial release  it considered the  primary release and the    FISTRP 2009    is considered an auxiliary release     Page 25    TribPit User s Manual    Chapter 4  Configuration    Some things to notice in this example     e Ifthe release name is in red  it indicates that any model that  estimates unique parameters for this release will not be estimable   In Figure 19  both the individual release names are in red  but the     AllReleases    is not  This means that the only model that may be  estimable is the one that combines parameters across both  releases  both the capture parameters and the survival and  movement parameters      e The    FISTRP 2008  tab is selected  showing the configuration for  that release  Each row represents a year  and each shaded ve
45. sesessssssesessssssssesecssessssesesssesseseesseseseess 4  1 4 1 Scenario One  One Release ONY 0  ccsessesesesesseseceseseseeeseseseeeeeeeees 5  1 4 2 Scenario Two  Multiple Releases from the Same Site But in   Diferent Years soc ceccececeesceesczcucecesetpccncseccgescedaceehteessucstecsee lt esteutcencscuseneceeeeseee 5   1 4 3 Scenario Three  Multiple Releases in the Same Year But from  Different SItOS    eecessesesessesesessesessssesessesesecsesesessesscssseseceesesesessesesseseeeeseaes 5   1 4 4 Scenario Four  Releases from Different Sites and in Different  TO a 6  Chapter 2  Using MOP Wt veseccsccnscusscseancennennnaenemnne nana  7  DM MENUS ste oct occu tcc cece cc cen ce can de cee ocd E tene teeta 8  DZ SS IMCS E nec ec ag cease aes tegen 10  2 2 1 General Settings scccecscsseercecacreerssicaeeaenneneeane niacin  10  2 2 2 Sites Configuration Settings           ses sssesssoesssessessreesssenssessseesssenssresseesss  11  2 2 3 AQvanced Settings ae et airet AE eN I Ee TEENE EEE SENE ENES 12  Chapter 3  Data   TribPit Input Files  sssssssosissssssssssnsisssosnsisisssvosssssrossssssssusirsiises 13  3 1 Sites Configuration File  cesesesessesesessesesssesesessesessesesessesssesseseseeseeee 13  3 2 Observations Fil  iu    sesessesessesssssessesesssessssesssssssesssssessesesssesessessssseesessessessees 14  Io POS Ai E E E E EEES 18  3 4 Loading the Data    ccccssessesssssessesssssesssesssssessesssssessesssssesessesssssessessesseseees 19  Chapter 4  Study CONFIQUrAatiON nu    
46. so  the initial detection site cannot be set as the last  detection site because Program TribPit requires at least two downstream  detection sites     Page 41    TribPit User s Manual    Chapter 4  Configuration      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it       FISTRP 2008   FISTRP 2009   AllReleases          LGR LGS    2008    2009    2010             4   mW                     The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals  causing  some model to be unestimable  Look at each release separately to determine which releases have zero counts      F  Show Removals          Figure 35  Sites and Years Configuration after removing the first site with no  detections    4 2 3 Resetting the Sites and Years Configuration    If the user wants to undo any changes made to the configuration  the user  simply presses the    Reset    button in the lower right of the Sites and Years  Configuration dialog to restore the configuration to the initial state     Page 42    TribPit User s Manual    Chapter 5  Estimation  and Results    Once the user has finished configuring the sites and years  the user can  double click on    Fit All Models    on the Navigation Panel to estimate the  parameters  The output from the estimation process is displayed in the  Output portion of the TribPit dialog  Figure 36      Fletch    refers to the  optimization routine used to maximize 
47. ta    3 2 Observations File    The observations file contains all of the actual PIT Tag detections of the  tags in the study  It is created via the Columbia Basin Research  CBR   website at the DART TribPit Observations File     http  Awww cbr washington edu dart query pit basin branching   Figure 10    shows a portion of the start page at this web address     DART TribPit Observations File with Tag File Selection    Data Courtesy of Pacific States Marine Fisheries Commission  amp     Select Release Year  Species  Run Type  Rear Type    2013 1 Chinook All All   2012 2 Coho 1 Spring W Wild  2011 3 Steelhead 2 Summer H Hatchery  2010 4 Sockeye 3 Fall U Unknown    Select Release Location       Release Basin Alpha by Water Body Name Release Basin by River KM Release Site  Willamette River and Tributaries v    Select Tag Capture Method    No Selection   Tag Capture Method  Bypass Facility Raceway Collection  Bypass Sub Sample   Beach Seine    Select Tag Coordinator    No Selection   Tag Coordinator  AAB Alan Byrne  IDFG  ACG Andrew Grassell  CPUD  ACP Asotin Creek Project    Multiple selections for Tag Coordinator allowed     Restrict Query by Release Date Range    Select Date Range Type Calendar Year       Set Date Range  Release Start  mm dd  4 4 2013 Release End  mm dd    12 31 2013    Displayed year values are determined by selections for  Release Year and Date Range Type     Generate Tag File List Reset    Figure 10  Portion of the start page for the query to create the obser
48. that the individual was alive at the  penultimate site in year j     Page 1    TribPit User s Manual    Chapter 1  Overview    Year   R  11    Year 2 a    Year 3       Figure 1  Illustration of the TribPit model for a hypothetical study    For the sake of clarity  Figure 1 does not show all possible overwintering  possibilities of a release  the diagonals on the diagram   For example  if  fish detected at site 2 in year 1 were next detected at site 3 in year 3   Program TribPit would include the parameter 243 in the model  TribPit  only includes the overwintering related parameters in the model for  which there are observations     Note that for the final reach  from the penultimate site to the final site  the  probability of survival and movement cannot be separately estimated  from the probability of detection  For this reason  TribPit models the final  A parameter as the product of the two  A consequence of this is that a  study must have an additional downstream detection site beyond the site  at which an estimate of survival and movement is desired     Page 2    TribPit User s Manual    Chapter 1  Overview    1 3 Auxiliary Releases    Program TribPit allows for multiple releases of a given cohort in other  years and or sites for the purpose of increasing the precision of the  resulting parameter estimates  For example  continuing with the  hypothetical study of Figure 1  another release from the same cohort and  from the same site might be performed one year later  as sh
49. the log likelihood and obtain the  parameter estimates     Estimating        Fitting model M s 1A   Fletch  beginning function value  2524 87496936   Fletch  ending function value  148 080144677  number of iterations  171  Re estimating using previous estimates as seeds      Fletch  beginning function value  148 080144677   Fletch  ending function value  148 080144677  number of iterations  2   Error estimating covariance matrix  Singular Hessian in calculating covariance matrix       Fitting model M s 2A   Fletch  beginning function value  2524 87496936   Fletch  ending function value  157 356508752  number of iterations  73  Re estimating using previous estimates as seeds      Fletch  beginning function value  157 356508752   Fletch  ending function value  157 356508752  number of iterations  2          Figure 36  Example of output during the    Fit All Models    process    Information displayed in the output includes   e The model ID currently being fitted   e The beginning and ending negative log likelihood function values     e The number of iterations used to converge to a maximum  likelihood value     Page 43    TribPit User s Manual    Chapter 5  Estimation and Results    e Whether or not the covariance matrix is available  In Figure 36  the  text    Error estimating covariance matrix    indicates that the  standard errors will not be available for the estimates for model  M s 1A  For model M s 2A  there is no such message  and the  standard errors will be available  
50. the release site  and using the parameter  definitions from Section 1 2     Sik   Pk jaj for k   Koss    Sik   ye Prmj   Sk 1 m for k  gt  ko  1    Now let S    be the probability of survival to site k for a given cohort  J  Se  DSi  J Jo    where J is the last observed detection year     Page 59    TribPit User s Manual    Appendix A  Performance Measures Calculations    A2  Age Composition of Migrants by Site    Let Aj    the age composition of a cohort at site k in year i     Sik  Ans  jk Sk    A3  Downriver Survival Below Residualization  Let Kp   the first downriver site beyond all observed residualization  and    K be the furthest downriver site for which we can estimate survival  the  penultimate detection site   and Sj  be the survival from site K in year j     Page 60    TribPit User s Manual    
51. tle Goose Dam in  2009  for example  check the    Select Detection Point    check box  choose     Little Goose Dam    for the Site and  2009  for the Year and press the     Apply    button  The result is shown in Figure 54     Page 5 7    TribPit User s Manual    Chapter 6  Diagnostic Tools             Next Detections  babe    Next Detections               Indudes sub yearling and yearling releases   FISTRP 2008 detected and re released at Litte Goose Dam in 2009    FISTRP 2009       Not Detected  71    Total  201    Select Detection Point  Site    Litte Goose Dam ba    Figure 54  Next Detections Dialog with a detection point selected    This tells us that of the 201 fish detected and    re released     not removed   from Little Goose Dam in 2009  71 were never detected again  60 were  next detected at LMN  30 of which were removed  and 70 were next  detected at IHR      The    Save Next Detections    action on the Navigation Panel allows the user  to save the next detections data to a text file     Page 58    TribPit User s Manual    Appendix A   Performance    Measures Calculations  EE OO Oe    This appendix shares the calculations of the performance measures in the  Performance Measures Report  Section 5 3 4   The variances of these  performance measures are calculated using the delta method     A 1 Overall Cohort Survival and Cohort Survival by  Location    Let Sj  be the probability of survival to site k in year j for a given cohort   Let j    be the release year  k     
52. uld now appear as shown in Figure 28     Page 34    TribPit User s Manual    Chapter 4  Configuration    Configure Sites and Years      Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it       TWISPR 2010 TWISPR 2011 AllReleases          2010 88       TWR RRH  2011 a 28 S  10  74 1  2012 iis 24 j  2013       CD    4   nm                           The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals  causing som   separately to determine which releases have zero counts        Show Removals    Figure 28  Sites and Years Configuration after removing two sites    All the tabs are still red  showing that there are no estimable models  The  problem is the one detection in 2013  circled in Figure 28  There is a  detection there  but no observed paths leading to that detection  This can  be rectified by removing the year 2013 from the analysis     Page 35    TribPit User s Manual    Chapter 4  Configuration    Right click on the    2013    label on the left and select    Remove year 2013   from the popup menu  as shown in Figure 29       Right click on a site to remove it  or to set it as the last site    Right click on a year to remove it    2010   115  2011 21  2012 9       201  X Remove year 2013        m             The presence of bold red counts indicates that some releases have zero counts embedded within the summary totals  c  separately to determine which releases
53. vations file    Page 14    TribPit User s Manual    Chapter 3  Data    The user specifies the desired    1     2     7     8     Release year   Species   Run Type   Rear Type   Release Location  Tag Capture Method  Tag Coordinator    Date Range for the Release Date and Release End    After making the selections  press the    Generate Tag File List    button at  the bottom of page     Once the    Generate Tag File List    button has been pressed  it may take  several minutes to process the query  Once complete  the results will be  displayed as show in Figure 11     Page 15    TribPit User s Manual    Chapter 3  Data    To Generate TribPit Observations File    1  Review the Tag File List generated by query   2  Select Tag Files to include in observations file generation   To include all Tag Files   e Click the  All  checkbox in the  Select  column  Display is updated showing all Tag Files checked   OR  e Do not check any Tag Files in the  Select  column   To include a subset of Tag Files  max 145    e Click the checkbox in the  Select  column for each individual tag file to include  Use the sortable columns table feature to reorganize the table for grouping by  desired column   OR  e Click the  All  checkbox in the  Select  column  Display is updated showing all Tag Files checked  Click the checkbox in the  Select  column to unselect tag  files to exclude   3  Click the  Generate TribPit Observations File    button at the top or bottom of table     Generate TribPit Observation
    
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