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afsc-assessments · Nov 16, 2024 · cc4a1c7 · cc4a1c7
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diff --git a/_quarto.yml b/_quarto.yml
@@ -80,14 +80,14 @@ format:
     #number-sections: false
     header-includes:
       - \counterwithout{figure}{chapter}
-      - \usepackage{fancyhdr}
-      - \pagestyle{fancy}
-      - \fancyhf{}
-      - \lhead{September}
-      - \rhead{2024}
-      - \chead{--Draft--}
-      - \rfoot{\thepage}
-      - \lfoot{EBS pollock assessment discussion paper }
+      # - \usepackage{fancyhdr}
+      # - \pagestyle{fancy}
+      # - \fancyhf{}
+      # - \lhead{September}
+      # - \rhead{2024}
+      # - \chead{--Draft--}
+      # - \rfoot{\thepage}
+      # - \lfoot{EBS pollock assessment discussion paper }
 
   epub:
     metadata:

diff --git a/doc/vast.qmd b/doc/vast.qmd
@@ -18,16 +18,18 @@ explanation of settings.
 
 The software versions of dependent programs used to generate VAST estimates were:   
 
-* R (4.3.0)
-* MKL libraries via Microsoft R Open (4.0.2)
-* INLA (21.11.22)
-* Matrix (1.4-0)
-* TMB (1.9.6)
-* TMBhelper (1.4.0) 
-* VAST (3.10.1)
-* FishStatsUtils (2.12.1) 
-
-For these model-based index time series, we used the same VAST model run settings.
+  *  R (4.3.0)
+  *  MKL libraries via Microsoft R Open (4.0.2)
+  *  INLA (23.09.09)
+  *  Matrix (1.6-1.1)
+  *  TMB (1.9.6)
+  *  TMBhelper (1.4.0)
+  *  VAST (3.10.1)
+  *  FishStatsUtils (2.12.1)
+
+
+For EBS pollock we used data on biomass per unit area from all grid cells (and corner stations for 1982-2023) in the 83-112 bottom trawl survey of the EBS, 1982-2024, including exploratory northern extension samples in 2001, 2005, and 2006, as well as 83-112 samples available in the NBS in 1982, 1985, 1988, 1991, 2010, and 2017-2023 (except 2020). NBS samples collected prior to 2010 and in 2018 did not follow the 20 nautical mile sampling grid used in the 2010, 2017, 2019, and 2021-2023 surveys. Assimilating these data therefore required extrapolating into unsampled areas. As before, we included a a spatially varying covariate of the cold-pool extent (Thorson 2019, O’Leary et al. 2020). All environmental data used as covariates were computed within the R package coldpool (Rohan et al., 2022).
+
 
 ## Spatio-temporal treatment of survey data on pollock density
 

diff --git a/docs/ebswp.pdf b/docs/ebswp.pdf
diff --git a/ebswp.qmd b/ebswp.qmd
@@ -1,6 +1,6 @@
 ---
 title: "1. Assessment of walleye pollock in the eastern Bering Sea"
-subtitle: "Draft for November 2024 Plan Team review" 
+subtitle: "Draft for December 2024 Council review" 
 author: 
   - name: James Ianelli 
     corresponding: true
@@ -48,16 +48,17 @@ format:
     keep-tex: true
     extra_dependencies: rotating
     header-includes: 
-      - \usepackage{fancyhdr}
+      # - \usepackage{fancyhdr}  
+      - \pagenumbering{gobble}
       # - \pagestyle{fancy}
-      - \fancyhf{}
-      - \lhead{\textit{November 2024 Plan Team}}
-      - \rhead{\textit{EBS pollock }}
-      - \chead{\textit{--Draft--}}
-      - \cfoot{\textit{\thepage}}
-      - \rfoot{}
-      - \lfoot{}
-      - \setlength{\footskip}{4cm} # Lower the footer
+      # - \fancyhf{}
+      # - \lhead{\textit{November 2024 Plan Team}}
+      # - \rhead{\textit{EBS pollock }}
+      # - \chead{\textit{--Draft--}}
+      # - \cfoot{\textit{\thepage}}
+      # - \rfoot{}
+      # - \lfoot{}
+      # - \setlength{\footskip}{4cm} # Lower the footer
 editor_options: 
   chunk_output_type: console
 editor: 
@@ -82,11 +83,11 @@ date: 11/15/2024
 \vspace{2.0in}
 <!-- \medskip % or \bigskip for larger spacing -->
 
-<div style="margin-bottom: 4.5in;"></div>
- *This information is distributed solely for the purpose of pre-dissemination
- peer review under applicable information quality guidelines. It has not been
- formally disseminated by the National Marine Fisheries Service and should not
- be construed to represent any agency determination or policy.*
+<!-- <div style="margin-bottom: 4.5in;"></div> -->
+<!--  *This information is distributed solely for the purpose of pre-dissemination -->
+<!--  peer review under applicable information quality guidelines. It has not been -->
+<!--  formally disseminated by the National Marine Fisheries Service and should not -->
+<!--  be construed to represent any agency determination or policy.* -->
 
 
 ```{r setup}
@@ -242,8 +243,8 @@ less prior influence) assumptions about the stock-recruitment relationship were
   Tier         &    1a  &   1a  &   `r M$tier3ab1 ` & `r M$tier3ab2 ` \\
   Projected total (age  3+) biomass (t)     & `r M$it$a1[1]` t & `r M$it$a2[1]` t & `r  M$age3plus1s` t & `r  M$age3plus2s` t \\
   Projected female  spawning  biomass (t)   & `r M$it$b1[1]` t & `r M$it$b2[1]` t & `r  M$ssb1s`  t & `r  M$ssb2s`  t \\  
-  $B_0$        & `r M$it$c1[1]` t & `r M$it$c2[1]` t & `r  M$b100s`,000  t & `r  M$b100s`,000  t \\          
-  $B_{msy}$    & `r M$it$d1[1]` t & `r M$it$d2[1]` t & `r  M$b35s`,000  t & `r  M$b35s`,000  t \\          
+  $B_0(B_{100\%})$        & `r M$it$c1[1]` t & `r M$it$c2[1]` t & `r  M$b100s`,000  t & `r  M$b100s`,000  t \\          
+  $B_{msy}(B_{35\%})$    & `r M$it$d1[1]` t & `r M$it$d2[1]` t & `r  M$b35s`,000  t & `r  M$b35s`,000  t \\          
   $F_{OFL}$    & `r M$it[1,8]` & `r M$it[2,8]` & `r  round(M$Tier3_FOFL1,3)`  & `r  round(M$Tier3_FOFL2,3) `  \\                  
   $maxF_{   ABC}$ & `r M$it[1,9]` & `r M$it[2,9]` & `r  round(M$Tier3_FABC1,3) `  & `r  round(M$Tier3_FABC2,3) `  \\                  
   $F_{ABC}$    & `r M$it[1,10]`& `r M$it[2,10]`& `r  round(M$Tier3_FABC1,3)` & `r  round(M$Tier3_FABC2,3)` \\                  
@@ -3282,9 +3283,9 @@ Year  & E  & W  & US  & RU      & E      & W      & US     & RU       & E     &
 2012  & 17 & 60 & 77  & 14      & 4,422  & 23,929 & 28,351 & 5,620    & 650   & 2,045 & 2,695 & 418         & 646   & 1,483 & 2,129 & 416 \\
 2014  & 52 & 87 & 139 & 3       & 28,857 & 8,645  & 37,502 & 747      & 1,739 & 849   & 2,588 & 72          & 845   & 1,735 & 2,580 & 72  \\
 2016  & 37 & 71 & 108 &         & 10,912 & 24,134 & 35,046 &          & 880   & 1,514 & 2,394 &             & 876   & 1,513 & 2,388 &     \\
-2018    & 36 & 64 & 100 &           & 11,031 & 21,173 & 32,204 &              & 1,105 & 1,750 & 2,855 &                 & 1,100 & 1,743 & 2,843 &       \\
-2022     & 26 & 36 & 62 & & 4,954 & 11,994 & 16,948 &          &     671    & 1,691 & 2,362 &           &    668        & 1,688 & 2,356 &               \\
-2024    & 13 & 41 & 55 & & 4,954 & 11,994 & 16,948 &          &     671    & 1,691 & 2,362 &         &      668        & 1,688 & 2,356 &               \\
+2018  & 36 & 64 & 100 &           & 11,031 & 21,173 & 32,204 &              & 1,105 & 1,750 & 2,855 &                 & 1,100 & 1,743 & 2,843 &       \\
+2022  & 26 & 36 & 62 & & 4,954 & 11,994 & 16,948 &          &     671    & 1,691 & 2,362 &           &    668        & 1,688 & 2,356 &               \\
+2024  & 14 & 41 & 55 & & 4,535 & 14,472 & 19,007 &          &   725      & 1,561 & 2,286 &         &                 &       &       &  \\                       
 \hline
 \end{tabular}
 }
@@ -3656,7 +3657,7 @@ for (i in seq(2, length(t3[1, ]), 2)) {
 }
 # 
 #tab <- xtable(t3, caption = cap, label = "tbl:biom3plus",  digits = 0, auto = TRUE, align = rep("r", (length(t3[1, ]) + 1)))
-knitr::kable(tab, align='r', caption=cap)
+knitr::kable(t3, align='r', caption=cap)
 # 
 # #cat("\\resizebox{\\textwidth}{!}{%")
 #print(tab, caption.placement = "top", tabular.environment = "longtable",
@@ -3832,7 +3833,7 @@ print(tab, caption.placement = "top", include.rownames = FALSE, sanitize.text.fu
 # 41,tier3_ABC,"Tier 3 projections of EBS pollock ABC (given catches in Table \ref{tbl:tier3_C}) for the 7 scenarios.
 # 42,tier3_F,"Tier 3 projections of EBS pollock fishing mortality for the 7 scenarios.
 # 43,tier3_SSB,"Tier 3 projections of EBS pollock spawning biomass (kt) for the 7 scenarios. Note that the values for B100\%, B40\%, and B35\% are `r b100s`, `r b40s`, `r b35s`, thousand t, respectively."
-# print_Tier3_tbl(thismod)
+ print_Tier3_tbl(thismod)
 # print_Tier3_tables(3)
 ```
 \begin{table}[ht]
@@ -3844,19 +3845,19 @@ print(tab, caption.placement = "top", include.rownames = FALSE, sanitize.text.fu
 Catch & Scenario.1 & Scenario.2 & Scenario.3 & Scenario.4 & Scenario.5 & Scenario.6 & Scenario.7 \\ 
   \hline
 2025 & 1,350 & 1,350 & 1,350 & 1,350 & 1,350 & 1,350 & 1,350 \\ 
-  2026 & 1,350 & 1,350 & 1,350 & 1,350 & 1,350 & 2,377 & 1,964 \\ 
-  2027 & 1,793 & 1,793 & 1,123 & 812 & 0 & 1,648 & 1,556 \\ 
-  2028 & 1,614 & 1,614 & 1,120 & 846 & 0 & 1,609 & 1,825 \\ 
-  2029 & 1,604 & 1,604 & 1,214 & 943 & 0 & 1,682 & 1,761 \\ 
-  2030 & 1,570 & 1,570 & 1,247 & 992 & 0 & 1,669 & 1,697 \\ 
-  2031 & 1,591 & 1,591 & 1,292 & 1,046 & 0 & 1,696 & 1,704 \\ 
-  2032 & 1,598 & 1,598 & 1,318 & 1,083 & 0 & 1,700 & 1,702 \\ 
-  2033 & 1,587 & 1,587 & 1,320 & 1,094 & 0 & 1,682 & 1,682 \\ 
-  2034 & 1,581 & 1,581 & 1,323 & 1,103 & 0 & 1,674 & 1,674 \\ 
-  2035 & 1,567 & 1,567 & 1,314 & 1,101 & 0 & 1,658 & 1,658 \\ 
-  2036 & 1,560 & 1,560 & 1,311 & 1,102 & 0 & 1,649 & 1,649 \\ 
-  2037 & 1,555 & 1,555 & 1,308 & 1,100 & 0 & 1,646 & 1,646 \\ 
-  2038 & 1,551 & 1,551 & 1,303 & 1,097 & 0 & 1,643 & 1,643 \\ 
+  2026 & 1,350 & 1,350 & 1,350 & 1,350 & 1,350 & 2,495 & 2,035 \\ 
+  2027 & 1,801 & 1,801 & 1,062 & 786 & 0 & 1,578 & 1,503 \\ 
+  2028 & 1,594 & 1,594 & 1,067 & 825 & 0 & 1,582 & 1,820 \\ 
+  2029 & 1,589 & 1,589 & 1,163 & 922 & 0 & 1,679 & 1,758 \\ 
+  2030 & 1,613 & 1,613 & 1,246 & 1,009 & 0 & 1,728 & 1,753 \\ 
+  2031 & 1,627 & 1,627 & 1,295 & 1,069 & 0 & 1,736 & 1,742 \\ 
+  2032 & 1,616 & 1,616 & 1,309 & 1,095 & 0 & 1,721 & 1,722 \\ 
+  2033 & 1,607 & 1,607 & 1,312 & 1,106 & 0 & 1,706 & 1,706 \\ 
+  2034 & 1,603 & 1,603 & 1,316 & 1,115 & 0 & 1,701 & 1,700 \\ 
+  2035 & 1,594 & 1,594 & 1,310 & 1,114 & 0 & 1,689 & 1,689 \\ 
+  2036 & 1,580 & 1,580 & 1,303 & 1,112 & 0 & 1,673 & 1,673 \\ 
+  2037 & 1,573 & 1,573 & 1,298 & 1,109 & 0 & 1,669 & 1,669 \\ 
+  2038 & 1,570 & 1,570 & 1,294 & 1,106 & 0 & 1,666 & 1,666 \\ 
    \hline
 \end{tabular}
 \end{table}
@@ -3869,20 +3870,20 @@ Catch & Scenario.1 & Scenario.2 & Scenario.3 & Scenario.4 & Scenario.5 & Scenari
   \hline
 ABC & Scenario.1 & Scenario.2 & Scenario.3 & Scenario.4 & Scenario.5 & Scenario.6 & Scenario.7 \\ 
   \hline
-2025 & 2,145 & 2,145 & 1,352 & 980 & 0 & 2,603 & 2,603 \\ 
-  2026 & 1,964 & 1,964 & 1,243 & 903 & 0 & 2,377 & 2,377 \\ 
-  2027 & 1,793 & 1,793 & 1,123 & 812 & 0 & 1,648 & 1,871 \\ 
-  2028 & 1,614 & 1,614 & 1,120 & 846 & 0 & 1,609 & 1,825 \\ 
-  2029 & 1,604 & 1,604 & 1,214 & 943 & 0 & 1,682 & 1,761 \\ 
-  2030 & 1,570 & 1,570 & 1,247 & 992 & 0 & 1,669 & 1,697 \\ 
-  2031 & 1,591 & 1,591 & 1,292 & 1,046 & 0 & 1,696 & 1,704 \\ 
-  2032 & 1,598 & 1,598 & 1,318 & 1,083 & 0 & 1,700 & 1,702 \\ 
-  2033 & 1,587 & 1,587 & 1,320 & 1,094 & 0 & 1,682 & 1,682 \\ 
-  2034 & 1,581 & 1,581 & 1,323 & 1,103 & 0 & 1,674 & 1,674 \\ 
-  2035 & 1,567 & 1,567 & 1,314 & 1,101 & 0 & 1,658 & 1,658 \\ 
-  2036 & 1,560 & 1,560 & 1,311 & 1,102 & 0 & 1,649 & 1,649 \\ 
-  2037 & 1,555 & 1,555 & 1,308 & 1,100 & 0 & 1,646 & 1,646 \\ 
-  2038 & 1,551 & 1,551 & 1,303 & 1,097 & 0 & 1,643 & 1,643 \\ 
+  2025 & 2,416 & 2,416 & 1,448 & 1,076 & 0 & 2,956 & 2,956 \\ 
+  2026 & 2,035 & 2,035 & 1,216 & 904 & 0 & 2,495 & 2,495 \\ 
+  2027 & 1,801 & 1,801 & 1,062 & 786 & 0 & 1,578 & 1,835 \\ 
+  2028 & 1,594 & 1,594 & 1,067 & 825 & 0 & 1,582 & 1,820 \\ 
+  2029 & 1,589 & 1,589 & 1,163 & 922 & 0 & 1,679 & 1,758 \\ 
+  2030 & 1,613 & 1,613 & 1,246 & 1,009 & 0 & 1,728 & 1,753 \\ 
+  2031 & 1,627 & 1,627 & 1,295 & 1,069 & 0 & 1,736 & 1,742 \\ 
+  2032 & 1,616 & 1,616 & 1,309 & 1,095 & 0 & 1,721 & 1,722 \\ 
+  2033 & 1,607 & 1,607 & 1,312 & 1,106 & 0 & 1,706 & 1,706 \\ 
+  2034 & 1,603 & 1,603 & 1,316 & 1,115 & 0 & 1,701 & 1,700 \\ 
+  2035 & 1,594 & 1,594 & 1,310 & 1,114 & 0 & 1,689 & 1,689 \\ 
+  2036 & 1,580 & 1,580 & 1,303 & 1,112 & 0 & 1,673 & 1,673 \\ 
+  2037 & 1,573 & 1,573 & 1,298 & 1,109 & 0 & 1,669 & 1,669 \\ 
+  2038 & 1,570 & 1,570 & 1,294 & 1,106 & 0 & 1,666 & 1,666 \\ 
    \hline
 \end{tabular}
 \end{table}
@@ -3895,20 +3896,20 @@ ABC & Scenario.1 & Scenario.2 & Scenario.3 & Scenario.4 & Scenario.5 & Scenario.
   \hline
 F & Scenario.1 & Scenario.2 & Scenario.3 & Scenario.4 & Scenario.5 & Scenario.6 & Scenario.7 \\ 
   \hline
-2025 & 0.213 & 0.213 & 0.213 & 0.213 & 0.213 & 0.213 & 0.213 \\ 
-  2026 & 0.235 & 0.235 & 0.235 & 0.235 & 0.235 & 0.463 & 0.364 \\ 
-  2027 & 0.364 & 0.364 & 0.214 & 0.150 & 0.000 & 0.407 & 0.349 \\ 
-  2028 & 0.362 & 0.362 & 0.214 & 0.150 & 0.000 & 0.420 & 0.444 \\ 
-  2029 & 0.347 & 0.347 & 0.214 & 0.150 & 0.000 & 0.413 & 0.420 \\ 
-  2030 & 0.339 & 0.339 & 0.214 & 0.150 & 0.000 & 0.406 & 0.408 \\ 
-  2031 & 0.337 & 0.337 & 0.214 & 0.150 & 0.000 & 0.405 & 0.405 \\ 
-  2032 & 0.335 & 0.335 & 0.214 & 0.150 & 0.000 & 0.404 & 0.404 \\ 
-  2033 & 0.334 & 0.334 & 0.214 & 0.150 & 0.000 & 0.401 & 0.401 \\ 
-  2034 & 0.333 & 0.333 & 0.214 & 0.150 & 0.000 & 0.399 & 0.399 \\ 
-  2035 & 0.333 & 0.333 & 0.214 & 0.150 & 0.000 & 0.399 & 0.399 \\ 
-  2036 & 0.332 & 0.332 & 0.214 & 0.150 & 0.000 & 0.398 & 0.397 \\ 
-  2037 & 0.331 & 0.331 & 0.214 & 0.150 & 0.000 & 0.397 & 0.397 \\ 
-  2038 & 0.331 & 0.331 & 0.214 & 0.150 & 0.000 & 0.396 & 0.396 \\ 
+  2025 & 0.198 & 0.198 & 0.198 & 0.198 & 0.198 & 0.198 & 0.198 \\ 
+  2026 & 0.241 & 0.241 & 0.241 & 0.241 & 0.241 & 0.513 & 0.394 \\ 
+  2027 & 0.394 & 0.394 & 0.214 & 0.154 & 0.000 & 0.440 & 0.371 \\ 
+  2028 & 0.391 & 0.391 & 0.214 & 0.154 & 0.000 & 0.464 & 0.491 \\ 
+  2029 & 0.376 & 0.376 & 0.214 & 0.154 & 0.000 & 0.459 & 0.466 \\ 
+  2030 & 0.366 & 0.366 & 0.214 & 0.154 & 0.000 & 0.450 & 0.452 \\ 
+  2031 & 0.363 & 0.363 & 0.214 & 0.154 & 0.000 & 0.446 & 0.447 \\ 
+  2032 & 0.361 & 0.361 & 0.214 & 0.154 & 0.000 & 0.445 & 0.445 \\ 
+  2033 & 0.360 & 0.360 & 0.214 & 0.154 & 0.000 & 0.442 & 0.442 \\ 
+  2034 & 0.358 & 0.358 & 0.214 & 0.154 & 0.000 & 0.440 & 0.440 \\ 
+  2035 & 0.358 & 0.358 & 0.214 & 0.154 & 0.000 & 0.440 & 0.440 \\ 
+  2036 & 0.357 & 0.357 & 0.214 & 0.154 & 0.000 & 0.438 & 0.438 \\ 
+  2037 & 0.357 & 0.357 & 0.214 & 0.154 & 0.000 & 0.437 & 0.437 \\ 
+  2038 & 0.356 & 0.356 & 0.214 & 0.154 & 0.000 & 0.437 & 0.437 \\ 
    \hline
 \end{tabular}
 \end{table}
@@ -3921,20 +3922,21 @@ F & Scenario.1 & Scenario.2 & Scenario.3 & Scenario.4 & Scenario.5 & Scenario.6
   \hline
 SSB & Scenario.1 & Scenario.2 & Scenario.3 & Scenario.4 & Scenario.5 & Scenario.6 & Scenario.7 \\ 
   \hline
-2025 & 2,955 & 2,955 & 2,955 & 2,955 & 2,955 & 2,955 & 2,955 \\ 
-  2026 & 2,635 & 2,635 & 2,635 & 2,635 & 2,635 & 2,484 & 2,548 \\ 
-  2027 & 2,483 & 2,483 & 2,568 & 2,604 & 2,694 & 2,103 & 2,274 \\ 
-  2028 & 2,469 & 2,469 & 2,781 & 2,931 & 3,339 & 2,186 & 2,329 \\ 
-  2029 & 2,483 & 2,483 & 2,934 & 3,172 & 3,878 & 2,239 & 2,296 \\ 
-  2030 & 2,488 & 2,488 & 3,019 & 3,329 & 4,319 & 2,251 & 2,271 \\ 
-  2031 & 2,496 & 2,496 & 3,075 & 3,440 & 4,691 & 2,257 & 2,262 \\ 
-  2032 & 2,504 & 2,504 & 3,111 & 3,517 & 5,004 & 2,260 & 2,261 \\ 
-  2033 & 2,504 & 2,504 & 3,125 & 3,560 & 5,252 & 2,258 & 2,257 \\ 
-  2034 & 2,486 & 2,486 & 3,112 & 3,566 & 5,422 & 2,240 & 2,240 \\ 
-  2035 & 2,474 & 2,474 & 3,100 & 3,565 & 5,550 & 2,230 & 2,230 \\ 
-  2036 & 2,460 & 2,460 & 3,084 & 3,556 & 5,644 & 2,217 & 2,217 \\ 
-  2037 & 2,453 & 2,453 & 3,073 & 3,548 & 5,712 & 2,213 & 2,213 \\ 
-  2038 & 2,466 & 2,466 & 3,082 & 3,559 & 5,777 & 2,227 & 2,227 \\ 
+
+  2025 & 2,949 & 2,949 & 2,949 & 2,949 & 2,949 & 2,949 & 2,949 \\ 
+  2026 & 2,624 & 2,624 & 2,624 & 2,624 & 2,624 & 2,445 & 2,521 \\ 
+  2027 & 2,467 & 2,467 & 2,566 & 2,600 & 2,690 & 2,051 & 2,238 \\ 
+  2028 & 2,460 & 2,460 & 2,807 & 2,942 & 3,344 & 2,173 & 2,318 \\ 
+  2029 & 2,493 & 2,493 & 2,983 & 3,196 & 3,886 & 2,249 & 2,300 \\ 
+  2030 & 2,503 & 2,503 & 3,079 & 3,356 & 4,328 & 2,262 & 2,278 \\ 
+  2031 & 2,500 & 2,500 & 3,130 & 3,458 & 4,700 & 2,253 & 2,257 \\ 
+  2032 & 2,502 & 2,502 & 3,161 & 3,527 & 5,013 & 2,252 & 2,252 \\ 
+  2033 & 2,502 & 2,502 & 3,175 & 3,566 & 5,259 & 2,251 & 2,251 \\ 
+  2034 & 2,485 & 2,485 & 3,162 & 3,570 & 5,428 & 2,234 & 2,234 \\ 
+  2035 & 2,471 & 2,471 & 3,149 & 3,567 & 5,555 & 2,222 & 2,222 \\ 
+  2036 & 2,455 & 2,455 & 3,132 & 3,556 & 5,649 & 2,208 & 2,208 \\ 
+  2037 & 2,449 & 2,449 & 3,121 & 3,547 & 5,715 & 2,204 & 2,204 \\ 
+  2038 & 2,463 & 2,463 & 3,130 & 3,558 & 5,780 & 2,219 & 2,219 \\ 
    \hline
 \end{tabular}
 \end{table}