This code is used to generate age-depth models and pollen diagrams for a forthcoming publication:

David K. Wright, Sarah J. Ivory, Jago J. Birk, Jeong-Heon Choi, Benjamin Davies, Sabine Fiedler, Jacob Davis, Potiphar Kaliba, Jessica C. Thompson.”Palaeoenvironmental data track Late Quaternary anthropogenic impacts on vegetation and landscapes in Mzimba, northern Malawi” Submitted to Frontiers in Environmental Archaeology, May 2023.

This is an R Markdown Notebook. When you execute code within the notebook, the results appear beneath the code.

Load packages

rm(list = ls())
library(rbacon)
Loading required package: IntCal
library(rioja)
This is rioja  1.0-5

AU3: Generate age depth model and assign pollen depths

Bacon(core="AU3",d.min=0,d.max=67,accept.suggestions = TRUE,verbose=FALSE)
The run's files will be put in this folder: C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU3
Reading C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU3/AU3_15.bacon
Constant calibration curve.
IntCal20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_intcal20.14C
Marine20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_marine20.14C
SHCal20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_shcal20.14C
Added det: NA:   49.0+-964000.0 d=0 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69826:   49.0+-29.0   d=14 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69825:  267.0+-29.0   d=19 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69824:  964.0+-29.0   d=28 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: NA:  964.0+-964000000.0 d=67 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
BaconFixed: Bacon jumps model with fixed c's.
            K=15, H=0, dim=17, Seed=161655, Dc=5.000000, c(0)=0.000000, c(K)=75.000000

twalk:      3740000 iterations to run, Sat Jun  3 07:54:09 2023
       
twalk thinning: 1 out of every 85 accepted iterations will be saved in file C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU3/AU3_15.out
twalk: Finished,  2.2% of moved pars per iteration (ratio 83855.705883/3740000). Output in file C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU3/AU3_15.out,
      Sat Jun  3 07:54:13 2023

bacon: 184049 WarnBeyondLimits warnings:
bacon: WARNING: calibration attempted beyond MinYr= -96.000000 or MaxYr= 1000000.000000
bacon: burn in (initial iterations which will be removed): 17000
Eso es to...eso es to...eso es to...eso es toooodo amigos!


  |                                                                         
  |                                                                   |   0%
  |                                                                         
  |=                                                                  |   1%
  |                                                                         
  |==                                                                 |   3%
  |                                                                         
  |===                                                                |   4%
  |                                                                         
  |====                                                               |   6%
  |                                                                         
  |=====                                                              |   7%
  |                                                                         
  |======                                                             |   9%
  |                                                                         
  |=======                                                            |  10%
  |                                                                         
  |========                                                           |  12%
  |                                                                         
  |=========                                                          |  13%
  |                                                                         
  |==========                                                         |  15%
  |                                                                         
  |===========                                                        |  16%
  |                                                                         
  |============                                                       |  18%
  |                                                                         
  |=============                                                      |  19%
  |                                                                         
  |==============                                                     |  21%
  |                                                                         
  |===============                                                    |  22%
  |                                                                         
  |================                                                   |  24%
  |                                                                         
  |=================                                                  |  25%
  |                                                                         
  |==================                                                 |  27%
  |                                                                         
  |===================                                                |  28%
  |                                                                         
  |====================                                               |  30%
  |                                                                         
  |=====================                                              |  31%
  |                                                                         
  |======================                                             |  33%
  |                                                                         
  |=======================                                            |  34%
  |                                                                         
  |========================                                           |  36%
  |                                                                         
  |=========================                                          |  37%
  |                                                                         
  |==========================                                         |  39%
  |                                                                         
  |===========================                                        |  40%
  |                                                                         
  |============================                                       |  42%
  |                                                                         
  |=============================                                      |  43%
  |                                                                         
  |==============================                                     |  45%
  |                                                                         
  |===============================                                    |  46%
  |                                                                         
  |================================                                   |  48%
  |                                                                         
  |=================================                                  |  49%
  |                                                                         
  |==================================                                 |  51%
  |                                                                         
  |===================================                                |  52%
  |                                                                         
  |====================================                               |  54%
  |                                                                         
  |=====================================                              |  55%
  |                                                                         
  |======================================                             |  57%
  |                                                                         
  |=======================================                            |  58%
  |                                                                         
  |========================================                           |  60%
  |                                                                         
  |=========================================                          |  61%
  |                                                                         
  |==========================================                         |  63%
  |                                                                         
  |===========================================                        |  64%
  |                                                                         
  |============================================                       |  66%
  |                                                                         
  |=============================================                      |  67%
  |                                                                         
  |==============================================                     |  69%
  |                                                                         
  |===============================================                    |  70%
  |                                                                         
  |================================================                   |  72%
  |                                                                         
  |=================================================                  |  73%
  |                                                                         
  |==================================================                 |  75%
  |                                                                         
  |===================================================                |  76%
  |                                                                         
  |====================================================               |  78%
  |                                                                         
  |=====================================================              |  79%
  |                                                                         
  |======================================================             |  81%
  |                                                                         
  |=======================================================            |  82%
  |                                                                         
  |========================================================           |  84%
  |                                                                         
  |=========================================================          |  85%
  |                                                                         
  |==========================================================         |  87%
  |                                                                         
  |===========================================================        |  88%
  |                                                                         
  |============================================================       |  90%
  |                                                                         
  |=============================================================      |  91%
  |                                                                         
  |==============================================================     |  93%
  |                                                                         
  |===============================================================    |  94%
  |                                                                         
  |================================================================   |  96%
  |                                                                         
  |=================================================================  |  97%
  |                                                                         
  |================================================================== |  99%
  |                                                                         
  |===================================================================| 100%
  |                                                                         
  |                                                                   |   0%
  |                                                                         
  |                                                                   |   1%
  |                                                                         
  |=                                                                  |   1%
  |                                                                         
  |=                                                                  |   2%
  |                                                                         
  |==                                                                 |   2%
  |                                                                         
  |==                                                                 |   3%
  |                                                                         
  |==                                                                 |   4%
  |                                                                         
  |===                                                                |   4%
  |                                                                         
  |===                                                                |   5%
  |                                                                         
  |====                                                               |   5%
  |                                                                         
  |====                                                               |   6%
  |                                                                         
  |====                                                               |   7%
  |                                                                         
  |=====                                                              |   7%
  |                                                                         
  |=====                                                              |   8%
  |                                                                         
  |======                                                             |   8%
  |                                                                         
  |======                                                             |   9%
  |                                                                         
  |======                                                             |  10%
  |                                                                         
  |=======                                                            |  10%
  |                                                                         
  |=======                                                            |  11%
  |                                                                         
  |========                                                           |  11%
  |                                                                         
  |========                                                           |  12%
  |                                                                         
  |========                                                           |  13%
  |                                                                         
  |=========                                                          |  13%
  |                                                                         
  |=========                                                          |  14%
  |                                                                         
  |==========                                                         |  14%
  |                                                                         
  |==========                                                         |  15%
  |                                                                         
  |==========                                                         |  16%
  |                                                                         
  |===========                                                        |  16%
  |                                                                         
  |===========                                                        |  17%
  |                                                                         
  |============                                                       |  17%
  |                                                                         
  |============                                                       |  18%
  |                                                                         
  |============                                                       |  19%
  |                                                                         
  |=============                                                      |  19%
  |                                                                         
  |=============                                                      |  20%
  |                                                                         
  |==============                                                     |  20%
  |                                                                         
  |==============                                                     |  21%
  |                                                                         
  |==============                                                     |  22%
  |                                                                         
  |===============                                                    |  22%
  |                                                                         
  |===============                                                    |  23%
  |                                                                         
  |================                                                   |  23%
  |                                                                         
  |================                                                   |  24%
  |                                                                         
  |================                                                   |  25%
  |                                                                         
  |=================                                                  |  25%
  |                                                                         
  |=================                                                  |  26%
  |                                                                         
  |==================                                                 |  26%
  |                                                                         
  |==================                                                 |  27%
  |                                                                         
  |==================                                                 |  28%
  |                                                                         
  |===================                                                |  28%
  |                                                                         
  |===================                                                |  29%
  |                                                                         
  |====================                                               |  29%
  |                                                                         
  |====================                                               |  30%
  |                                                                         
  |====================                                               |  31%
  |                                                                         
  |=====================                                              |  31%
  |                                                                         
  |=====================                                              |  32%
  |                                                                         
  |======================                                             |  32%
  |                                                                         
  |======================                                             |  33%
  |                                                                         
  |=======================                                            |  34%
  |                                                                         
  |=======================                                            |  35%
  |                                                                         
  |========================                                           |  35%
  |                                                                         
  |========================                                           |  36%
  |                                                                         
  |=========================                                          |  37%
  |                                                                         
  |=========================                                          |  38%
  |                                                                         
  |==========================                                         |  38%
  |                                                                         
  |==========================                                         |  39%
  |                                                                         
  |===========================                                        |  40%
  |                                                                         
  |===========================                                        |  41%
  |                                                                         
  |============================                                       |  41%
  |                                                                         
  |============================                                       |  42%
  |                                                                         
  |=============================                                      |  43%
  |                                                                         
  |=============================                                      |  44%
  |                                                                         
  |==============================                                     |  44%
  |                                                                         
  |==============================                                     |  45%
  |                                                                         
  |===============================                                    |  46%
  |                                                                         
  |===============================                                    |  47%
  |                                                                         
  |================================                                   |  47%
  |                                                                         
  |================================                                   |  48%
  |                                                                         
  |=================================                                  |  49%
  |                                                                         
  |=================================                                  |  50%
  |                                                                         
  |==================================                                 |  50%
  |                                                                         
  |==================================                                 |  51%
  |                                                                         
  |===================================                                |  52%
  |                                                                         
  |===================================                                |  53%
  |                                                                         
  |====================================                               |  53%
  |                                                                         
  |====================================                               |  54%
  |                                                                         
  |=====================================                              |  55%
  |                                                                         
  |=====================================                              |  56%
  |                                                                         
  |======================================                             |  56%
  |                                                                         
  |======================================                             |  57%
  |                                                                         
  |=======================================                            |  58%
  |                                                                         
  |=======================================                            |  59%
  |                                                                         
  |========================================                           |  59%
  |                                                                         
  |========================================                           |  60%
  |                                                                         
  |=========================================                          |  61%
  |                                                                         
  |=========================================                          |  62%
  |                                                                         
  |==========================================                         |  62%
  |                                                                         
  |==========================================                         |  63%
  |                                                                         
  |===========================================                        |  64%
  |                                                                         
  |===========================================                        |  65%
  |                                                                         
  |============================================                       |  65%
  |                                                                         
  |============================================                       |  66%
  |                                                                         
  |=============================================                      |  67%
  |                                                                         
  |=============================================                      |  68%
  |                                                                         
  |==============================================                     |  68%
  |                                                                         
  |==============================================                     |  69%
  |                                                                         
  |===============================================                    |  69%
  |                                                                         
  |===============================================                    |  70%
  |                                                                         
  |===============================================                    |  71%
  |                                                                         
  |================================================                   |  71%
  |                                                                         
  |================================================                   |  72%
  |                                                                         
  |=================================================                  |  72%
  |                                                                         
  |=================================================                  |  73%
  |                                                                         
  |=================================================                  |  74%
  |                                                                         
  |==================================================                 |  74%
  |                                                                         
  |==================================================                 |  75%
  |                                                                         
  |===================================================                |  75%
  |                                                                         
  |===================================================                |  76%
  |                                                                         
  |===================================================                |  77%
  |                                                                         
  |====================================================               |  77%
  |                                                                         
  |====================================================               |  78%
  |                                                                         
  |=====================================================              |  78%
  |                                                                         
  |=====================================================              |  79%
  |                                                                         
  |=====================================================              |  80%
  |                                                                         
  |======================================================             |  80%
  |                                                                         
  |======================================================             |  81%
  |                                                                         
  |=======================================================            |  81%
  |                                                                         
  |=======================================================            |  82%
  |                                                                         
  |=======================================================            |  83%
  |                                                                         
  |========================================================           |  83%
  |                                                                         
  |========================================================           |  84%
  |                                                                         
  |=========================================================          |  84%
  |                                                                         
  |=========================================================          |  85%
  |                                                                         
  |=========================================================          |  86%
  |                                                                         
  |==========================================================         |  86%
  |                                                                         
  |==========================================================         |  87%
  |                                                                         
  |===========================================================        |  87%
  |                                                                         
  |===========================================================        |  88%
  |                                                                         
  |===========================================================        |  89%
  |                                                                         
  |============================================================       |  89%
  |                                                                         
  |============================================================       |  90%
  |                                                                         
  |=============================================================      |  90%
  |                                                                         
  |=============================================================      |  91%
  |                                                                         
  |=============================================================      |  92%
  |                                                                         
  |==============================================================     |  92%
  |                                                                         
  |==============================================================     |  93%
  |                                                                         
  |===============================================================    |  93%
  |                                                                         
  |===============================================================    |  94%
  |                                                                         
  |===============================================================    |  95%
  |                                                                         
  |================================================================   |  95%
  |                                                                         
  |================================================================   |  96%
  |                                                                         
  |=================================================================  |  96%
  |                                                                         
  |=================================================================  |  97%
  |                                                                         
  |=================================================================  |  98%
  |                                                                         
  |================================================================== |  98%
  |                                                                         
  |================================================================== |  99%
  |                                                                         
  |===================================================================|  99%
  |                                                                         
  |===================================================================| 100%png 
  2 

core<-rep("AU3",9)
pollenNo<-c("POL11","POL10","POL9","POL8","POL12","POL13","POL16","POL14","POL15")
depth<-c(3,14,19,28,34,40,46,55,67)
ageBP<-c()
ageMin<-c()
ageMax<-c()
for (i in depth){
  ageBP<-append(ageBP,round(mean(Bacon.Age.d(i))))
  ageMin<-append(ageMin,round(min(Bacon.Age.d(i))))
  ageMax<-append(ageMax,round(max(Bacon.Age.d(i))))
}
AUG3data<-data.frame(core,pollenNo,depth,ageBP,ageMin,ageMax)
print(AUG3data)
write.csv(AUG3data,"AUG3data.csv",row.names = FALSE)

AU7: Generate age depth model and assign pollen depths

Bacon(core="AU7",d.min=0,d.max=77,accept.suggestions = TRUE,verbose=FALSE)
The run's files will be put in this folder: C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU7
Reading C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU7/AU7_17.bacon
Constant calibration curve.
IntCal20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_intcal20.14C
Marine20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_marine20.14C
SHCal20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_shcal20.14C
Added det: NA:  149.0+-2388000.0 d=0 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69829:  149.0+-29.0   d=15 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69526:  792.0+-27.0   d=32 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69527: 1233.0+-28.0   d=51 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69528:  927.0+-28.0   d=54 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69529: 2388.0+-37.0   d=77 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
BaconFixed: Bacon jumps model with fixed c's.
            K=17, H=0, dim=19, Seed=814200, Dc=5.000000, c(0)=0.000000, c(K)=85.000000

twalk:      4180000 iterations to run, Sat Jun  3 07:54:25 2023
       
twalk thinning: 1 out of every 95 accepted iterations will be saved in file C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU7/AU7_17.out
twalk: Finished,  1.2% of moved pars per iteration (ratio 49705.526316/4180000). Output in file C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU7/AU7_17.out,
      Sat Jun  3 07:54:31 2023

bacon: 185239 WarnBeyondLimits warnings:
bacon: WARNING: calibration attempted beyond MinYr= -73.000000 or MaxYr= 1000000.000000
bacon: burn in (initial iterations which will be removed): 19000
Eso es to...eso es to...eso es to...eso es toooodo amigos!


  |                                                                         
  |                                                                   |   0%
  |                                                                         
  |=                                                                  |   1%
  |                                                                         
  |==                                                                 |   3%
  |                                                                         
  |===                                                                |   4%
  |                                                                         
  |===                                                                |   5%
  |                                                                         
  |====                                                               |   6%
  |                                                                         
  |=====                                                              |   8%
  |                                                                         
  |======                                                             |   9%
  |                                                                         
  |=======                                                            |  10%
  |                                                                         
  |========                                                           |  12%
  |                                                                         
  |=========                                                          |  13%
  |                                                                         
  |==========                                                         |  14%
  |                                                                         
  |==========                                                         |  16%
  |                                                                         
  |===========                                                        |  17%
  |                                                                         
  |============                                                       |  18%
  |                                                                         
  |=============                                                      |  19%
  |                                                                         
  |==============                                                     |  21%
  |                                                                         
  |===============                                                    |  22%
  |                                                                         
  |================                                                   |  23%
  |                                                                         
  |=================                                                  |  25%
  |                                                                         
  |=================                                                  |  26%
  |                                                                         
  |==================                                                 |  27%
  |                                                                         
  |===================                                                |  29%
  |                                                                         
  |====================                                               |  30%
  |                                                                         
  |=====================                                              |  31%
  |                                                                         
  |======================                                             |  32%
  |                                                                         
  |=======================                                            |  34%
  |                                                                         
  |=======================                                            |  35%
  |                                                                         
  |========================                                           |  36%
  |                                                                         
  |=========================                                          |  38%
  |                                                                         
  |==========================                                         |  39%
  |                                                                         
  |===========================                                        |  40%
  |                                                                         
  |============================                                       |  42%
  |                                                                         
  |=============================                                      |  43%
  |                                                                         
  |==============================                                     |  44%
  |                                                                         
  |==============================                                     |  45%
  |                                                                         
  |===============================                                    |  47%
  |                                                                         
  |================================                                   |  48%
  |                                                                         
  |=================================                                  |  49%
  |                                                                         
  |==================================                                 |  51%
  |                                                                         
  |===================================                                |  52%
  |                                                                         
  |====================================                               |  53%
  |                                                                         
  |=====================================                              |  55%
  |                                                                         
  |=====================================                              |  56%
  |                                                                         
  |======================================                             |  57%
  |                                                                         
  |=======================================                            |  58%
  |                                                                         
  |========================================                           |  60%
  |                                                                         
  |=========================================                          |  61%
  |                                                                         
  |==========================================                         |  62%
  |                                                                         
  |===========================================                        |  64%
  |                                                                         
  |============================================                       |  65%
  |                                                                         
  |============================================                       |  66%
  |                                                                         
  |=============================================                      |  68%
  |                                                                         
  |==============================================                     |  69%
  |                                                                         
  |===============================================                    |  70%
  |                                                                         
  |================================================                   |  71%
  |                                                                         
  |=================================================                  |  73%
  |                                                                         
  |==================================================                 |  74%
  |                                                                         
  |==================================================                 |  75%
  |                                                                         
  |===================================================                |  77%
  |                                                                         
  |====================================================               |  78%
  |                                                                         
  |=====================================================              |  79%
  |                                                                         
  |======================================================             |  81%
  |                                                                         
  |=======================================================            |  82%
  |                                                                         
  |========================================================           |  83%
  |                                                                         
  |=========================================================          |  84%
  |                                                                         
  |=========================================================          |  86%
  |                                                                         
  |==========================================================         |  87%
  |                                                                         
  |===========================================================        |  88%
  |                                                                         
  |============================================================       |  90%
  |                                                                         
  |=============================================================      |  91%
  |                                                                         
  |==============================================================     |  92%
  |                                                                         
  |===============================================================    |  94%
  |                                                                         
  |================================================================   |  95%
  |                                                                         
  |================================================================   |  96%
  |                                                                         
  |=================================================================  |  97%
  |                                                                         
  |================================================================== |  99%
  |                                                                         
  |===================================================================| 100%
  |                                                                         
  |                                                                   |   0%
  |                                                                         
  |                                                                   |   1%
  |                                                                         
  |=                                                                  |   1%
  |                                                                         
  |=                                                                  |   2%
  |                                                                         
  |==                                                                 |   2%
  |                                                                         
  |==                                                                 |   3%
  |                                                                         
  |==                                                                 |   4%
  |                                                                         
  |===                                                                |   4%
  |                                                                         
  |===                                                                |   5%
  |                                                                         
  |====                                                               |   5%
  |                                                                         
  |====                                                               |   6%
  |                                                                         
  |====                                                               |   7%
  |                                                                         
  |=====                                                              |   7%
  |                                                                         
  |=====                                                              |   8%
  |                                                                         
  |======                                                             |   8%
  |                                                                         
  |======                                                             |   9%
  |                                                                         
  |======                                                             |  10%
  |                                                                         
  |=======                                                            |  10%
  |                                                                         
  |=======                                                            |  11%
  |                                                                         
  |========                                                           |  11%
  |                                                                         
  |========                                                           |  12%
  |                                                                         
  |========                                                           |  13%
  |                                                                         
  |=========                                                          |  13%
  |                                                                         
  |=========                                                          |  14%
  |                                                                         
  |==========                                                         |  14%
  |                                                                         
  |==========                                                         |  15%
  |                                                                         
  |==========                                                         |  16%
  |                                                                         
  |===========                                                        |  16%
  |                                                                         
  |===========                                                        |  17%
  |                                                                         
  |============                                                       |  17%
  |                                                                         
  |============                                                       |  18%
  |                                                                         
  |============                                                       |  19%
  |                                                                         
  |=============                                                      |  19%
  |                                                                         
  |=============                                                      |  20%
  |                                                                         
  |==============                                                     |  20%
  |                                                                         
  |==============                                                     |  21%
  |                                                                         
  |==============                                                     |  22%
  |                                                                         
  |===============                                                    |  22%
  |                                                                         
  |===============                                                    |  23%
  |                                                                         
  |================                                                   |  23%
  |                                                                         
  |================                                                   |  24%
  |                                                                         
  |================                                                   |  25%
  |                                                                         
  |=================                                                  |  25%
  |                                                                         
  |=================                                                  |  26%
  |                                                                         
  |==================                                                 |  26%
  |                                                                         
  |==================                                                 |  27%
  |                                                                         
  |==================                                                 |  28%
  |                                                                         
  |===================                                                |  28%
  |                                                                         
  |===================                                                |  29%
  |                                                                         
  |====================                                               |  29%
  |                                                                         
  |====================                                               |  30%
  |                                                                         
  |====================                                               |  31%
  |                                                                         
  |=====================                                              |  31%
  |                                                                         
  |=====================                                              |  32%
  |                                                                         
  |======================                                             |  32%
  |                                                                         
  |======================                                             |  33%
  |                                                                         
  |=======================                                            |  34%
  |                                                                         
  |=======================                                            |  35%
  |                                                                         
  |========================                                           |  35%
  |                                                                         
  |========================                                           |  36%
  |                                                                         
  |=========================                                          |  37%
  |                                                                         
  |=========================                                          |  38%
  |                                                                         
  |==========================                                         |  38%
  |                                                                         
  |==========================                                         |  39%
  |                                                                         
  |===========================                                        |  40%
  |                                                                         
  |===========================                                        |  41%
  |                                                                         
  |============================                                       |  41%
  |                                                                         
  |============================                                       |  42%
  |                                                                         
  |=============================                                      |  43%
  |                                                                         
  |=============================                                      |  44%
  |                                                                         
  |==============================                                     |  44%
  |                                                                         
  |==============================                                     |  45%
  |                                                                         
  |===============================                                    |  46%
  |                                                                         
  |===============================                                    |  47%
  |                                                                         
  |================================                                   |  47%
  |                                                                         
  |================================                                   |  48%
  |                                                                         
  |=================================                                  |  49%
  |                                                                         
  |=================================                                  |  50%
  |                                                                         
  |==================================                                 |  50%
  |                                                                         
  |==================================                                 |  51%
  |                                                                         
  |===================================                                |  52%
  |                                                                         
  |===================================                                |  53%
  |                                                                         
  |====================================                               |  53%
  |                                                                         
  |====================================                               |  54%
  |                                                                         
  |=====================================                              |  55%
  |                                                                         
  |=====================================                              |  56%
  |                                                                         
  |======================================                             |  56%
  |                                                                         
  |======================================                             |  57%
  |                                                                         
  |=======================================                            |  58%
  |                                                                         
  |=======================================                            |  59%
  |                                                                         
  |========================================                           |  59%
  |                                                                         
  |========================================                           |  60%
  |                                                                         
  |=========================================                          |  61%
  |                                                                         
  |=========================================                          |  62%
  |                                                                         
  |==========================================                         |  62%
  |                                                                         
  |==========================================                         |  63%
  |                                                                         
  |===========================================                        |  64%
  |                                                                         
  |===========================================                        |  65%
  |                                                                         
  |============================================                       |  65%
  |                                                                         
  |============================================                       |  66%
  |                                                                         
  |=============================================                      |  67%
  |                                                                         
  |=============================================                      |  68%
  |                                                                         
  |==============================================                     |  68%
  |                                                                         
  |==============================================                     |  69%
  |                                                                         
  |===============================================                    |  69%
  |                                                                         
  |===============================================                    |  70%
  |                                                                         
  |===============================================                    |  71%
  |                                                                         
  |================================================                   |  71%
  |                                                                         
  |================================================                   |  72%
  |                                                                         
  |=================================================                  |  72%
  |                                                                         
  |=================================================                  |  73%
  |                                                                         
  |=================================================                  |  74%
  |                                                                         
  |==================================================                 |  74%
  |                                                                         
  |==================================================                 |  75%
  |                                                                         
  |===================================================                |  75%
  |                                                                         
  |===================================================                |  76%
  |                                                                         
  |===================================================                |  77%
  |                                                                         
  |====================================================               |  77%
  |                                                                         
  |====================================================               |  78%
  |                                                                         
  |=====================================================              |  78%
  |                                                                         
  |=====================================================              |  79%
  |                                                                         
  |=====================================================              |  80%
  |                                                                         
  |======================================================             |  80%
  |                                                                         
  |======================================================             |  81%
  |                                                                         
  |=======================================================            |  81%
  |                                                                         
  |=======================================================            |  82%
  |                                                                         
  |=======================================================            |  83%
  |                                                                         
  |========================================================           |  83%
  |                                                                         
  |========================================================           |  84%
  |                                                                         
  |=========================================================          |  84%
  |                                                                         
  |=========================================================          |  85%
  |                                                                         
  |=========================================================          |  86%
  |                                                                         
  |==========================================================         |  86%
  |                                                                         
  |==========================================================         |  87%
  |                                                                         
  |===========================================================        |  87%
  |                                                                         
  |===========================================================        |  88%
  |                                                                         
  |===========================================================        |  89%
  |                                                                         
  |============================================================       |  89%
  |                                                                         
  |============================================================       |  90%
  |                                                                         
  |=============================================================      |  90%
  |                                                                         
  |=============================================================      |  91%
  |                                                                         
  |=============================================================      |  92%
  |                                                                         
  |==============================================================     |  92%
  |                                                                         
  |==============================================================     |  93%
  |                                                                         
  |===============================================================    |  93%
  |                                                                         
  |===============================================================    |  94%
  |                                                                         
  |===============================================================    |  95%
  |                                                                         
  |================================================================   |  95%
  |                                                                         
  |================================================================   |  96%
  |                                                                         
  |=================================================================  |  96%
  |                                                                         
  |=================================================================  |  97%
  |                                                                         
  |=================================================================  |  98%
  |                                                                         
  |================================================================== |  98%
  |                                                                         
  |================================================================== |  99%
  |                                                                         
  |===================================================================|  99%
  |                                                                         
  |===================================================================| 100%png 
  2 

core<-rep("AU7",9)
pollenNo<-c("POL36","POL37","POL38","POL39","POL40","POL41","POL42","POL43","POL44")
depth<-c(6,15,26,32,42,51,54,66,77)
ageBP<-c()
ageMin<-c()
ageMax<-c()
for (i in depth){
  ageBP<-append(ageBP,round(mean(Bacon.Age.d(i))))
  ageMin<-append(ageMin,round(min(Bacon.Age.d(i))))
  ageMax<-append(ageMax,round(max(Bacon.Age.d(i))))
}
AUG7data<-data.frame(core,pollenNo,depth,ageBP,ageMin,ageMax)
print(AUG7data)
write.csv(AUG7data,"AUG7data.csv",row.names = FALSE)

AU8: Generate age depth model and assign pollen depths

#Run age-depth model between 0 and max depth
Bacon(core="AU8",d.min=0,d.max=146,depth.unit = "cm",accept.suggestions = TRUE,verbose=FALSE)
The run's files will be put in this folder: C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU8
Reading C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU8/AU8_31.bacon
Constant calibration curve.
IntCal20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_intcal20.14C
Marine20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_marine20.14C
SHCal20: Reading from file: C:\Users\bdav_\AppData\Local\R\win-library\4.2\IntCal\extdata/3Col_shcal20.14C
Added det: NA: 1794.0+-15742000.0 d=0 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69524: 1794.0+-32.0   d=11 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69523: 7759.0+-124.0  d=59 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69828: 9690.0+-51.0   d=74 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: Ua-69522: 15742.0+-59.0   d=86 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
Added det: NA: 15742.0+-15742000000.0 d=146 ResCorr=   0.0+-0.0    a=3 b=4 cc=SHCal20
BaconFixed: Bacon jumps model with fixed c's.
            K=31, H=0, dim=33, Seed=970277, Dc=5.000000, c(0)=0.000000, c(K)=155.000000

twalk:      7260000 iterations to run, Sat Jun  3 07:54:59 2023
       
twalk thinning: 1 out of every 165 accepted iterations will be saved in file C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU8/AU8_31.out
twalk: Finished,  0.5% of moved pars per iteration (ratio 38029.303031/7260000). Output in file C:\Users\bdav_\Dropbox\Yale Paleo\AgeDepth\MALAPP_AgeDepthPollen\MALAPP_AgeDepthPollen_2JUN23\Cores/AU8/AU8_31.out,
      Sat Jun  3 07:55:13 2023

bacon: 173536 WarnBeyondLimits warnings:
bacon: WARNING: calibration attempted beyond MinYr= -73.000000 or MaxYr= 1000000.000000
bacon: burn in (initial iterations which will be removed): 33000
Eso es to...eso es to...eso es to...eso es toooodo amigos!


  |                                                                         
  |                                                                   |   0%
  |                                                                         
  |                                                                   |   1%
  |                                                                         
  |=                                                                  |   1%
  |                                                                         
  |=                                                                  |   2%
  |                                                                         
  |==                                                                 |   3%
  |                                                                         
  |===                                                                |   4%
  |                                                                         
  |===                                                                |   5%
  |                                                                         
  |====                                                               |   5%
  |                                                                         
  |====                                                               |   6%
  |                                                                         
  |=====                                                              |   7%
  |                                                                         
  |=====                                                              |   8%
  |                                                                         
  |======                                                             |   8%
  |                                                                         
  |======                                                             |   9%
  |                                                                         
  |======                                                             |  10%
  |                                                                         
  |=======                                                            |  10%
  |                                                                         
  |=======                                                            |  11%
  |                                                                         
  |========                                                           |  12%
  |                                                                         
  |=========                                                          |  13%
  |                                                                         
  |=========                                                          |  14%
  |                                                                         
  |==========                                                         |  14%
  |                                                                         
  |==========                                                         |  15%
  |                                                                         
  |===========                                                        |  16%
  |                                                                         
  |===========                                                        |  17%
  |                                                                         
  |============                                                       |  18%
  |                                                                         
  |=============                                                      |  19%
  |                                                                         
  |=============                                                      |  20%
  |                                                                         
  |==============                                                     |  21%
  |                                                                         
  |===============                                                    |  22%
  |                                                                         
  |===============                                                    |  23%
  |                                                                         
  |================                                                   |  23%
  |                                                                         
  |================                                                   |  24%
  |                                                                         
  |=================                                                  |  25%
  |                                                                         
  |=================                                                  |  26%
  |                                                                         
  |==================                                                 |  27%
  |                                                                         
  |===================                                                |  28%
  |                                                                         
  |===================                                                |  29%
  |                                                                         
  |====================                                               |  29%
  |                                                                         
  |====================                                               |  30%
  |                                                                         
  |=====================                                              |  31%
  |                                                                         
  |=====================                                              |  32%
  |                                                                         
  |======================                                             |  32%
  |                                                                         
  |======================                                             |  33%
  |                                                                         
  |======================                                             |  34%
  |                                                                         
  |=======================                                            |  34%
  |                                                                         
  |=======================                                            |  35%
  |                                                                         
  |========================                                           |  36%
  |                                                                         
  |=========================                                          |  37%
  |                                                                         
  |=========================                                          |  38%
  |                                                                         
  |==========================                                         |  38%
  |                                                                         
  |==========================                                         |  39%
  |                                                                         
  |===========================                                        |  40%
  |                                                                         
  |============================                                       |  41%
  |                                                                         
  |============================                                       |  42%
  |                                                                         
  |=============================                                      |  43%
  |                                                                         
  |=============================                                      |  44%
  |                                                                         
  |==============================                                     |  45%
  |                                                                         
  |===============================                                    |  46%
  |                                                                         
  |===============================                                    |  47%
  |                                                                         
  |================================                                   |  47%
  |                                                                         
  |================================                                   |  48%
  |                                                                         
  |=================================                                  |  49%
  |                                                                         
  |==================================                                 |  50%
  |                                                                         
  |==================================                                 |  51%
  |                                                                         
  |===================================                                |  52%
  |                                                                         
  |===================================                                |  53%
  |                                                                         
  |====================================                               |  53%
  |                                                                         
  |====================================                               |  54%
  |                                                                         
  |=====================================                              |  55%
  |                                                                         
  |======================================                             |  56%
  |                                                                         
  |======================================                             |  57%
  |                                                                         
  |=======================================                            |  58%
  |                                                                         
  |=======================================                            |  59%
  |                                                                         
  |========================================                           |  60%
  |                                                                         
  |=========================================                          |  61%
  |                                                                         
  |=========================================                          |  62%
  |                                                                         
  |==========================================                         |  62%
  |                                                                         
  |==========================================                         |  63%
  |                                                                         
  |===========================================                        |  64%
  |                                                                         
  |============================================                       |  65%
  |                                                                         
  |============================================                       |  66%
  |                                                                         
  |=============================================                      |  66%
  |                                                                         
  |=============================================                      |  67%
  |                                                                         
  |=============================================                      |  68%
  |                                                                         
  |==============================================                     |  68%
  |                                                                         
  |==============================================                     |  69%
  |                                                                         
  |===============================================                    |  70%
  |                                                                         
  |===============================================                    |  71%
  |                                                                         
  |================================================                   |  71%
  |                                                                         
  |================================================                   |  72%
  |                                                                         
  |=================================================                  |  73%
  |                                                                         
  |==================================================                 |  74%
  |                                                                         
  |==================================================                 |  75%
  |                                                                         
  |===================================================                |  76%
  |                                                                         
  |===================================================                |  77%
  |                                                                         
  |====================================================               |  77%
  |                                                                         
  |====================================================               |  78%
  |                                                                         
  |=====================================================              |  79%
  |                                                                         
  |======================================================             |  80%
  |                                                                         
  |======================================================             |  81%
  |                                                                         
  |=======================================================            |  82%
  |                                                                         
  |========================================================           |  83%
  |                                                                         
  |========================================================           |  84%
  |                                                                         
  |=========================================================          |  85%
  |                                                                         
  |=========================================================          |  86%
  |                                                                         
  |==========================================================         |  86%
  |                                                                         
  |==========================================================         |  87%
  |                                                                         
  |===========================================================        |  88%
  |                                                                         
  |============================================================       |  89%
  |                                                                         
  |============================================================       |  90%
  |                                                                         
  |=============================================================      |  90%
  |                                                                         
  |=============================================================      |  91%
  |                                                                         
  |=============================================================      |  92%
  |                                                                         
  |==============================================================     |  92%
  |                                                                         
  |==============================================================     |  93%
  |                                                                         
  |===============================================================    |  94%
  |                                                                         
  |===============================================================    |  95%
  |                                                                         
  |================================================================   |  95%
  |                                                                         
  |================================================================   |  96%
  |                                                                         
  |=================================================================  |  97%
  |                                                                         
  |================================================================== |  98%
  |                                                                         
  |================================================================== |  99%
  |                                                                         
  |===================================================================|  99%
  |                                                                         
  |===================================================================| 100%
  |                                                                         
  |                                                                   |   0%
  |                                                                         
  |                                                                   |   1%
  |                                                                         
  |=                                                                  |   1%
  |                                                                         
  |=                                                                  |   2%
  |                                                                         
  |==                                                                 |   2%
  |                                                                         
  |==                                                                 |   3%
  |                                                                         
  |==                                                                 |   4%
  |                                                                         
  |===                                                                |   4%
  |                                                                         
  |===                                                                |   5%
  |                                                                         
  |====                                                               |   5%
  |                                                                         
  |====                                                               |   6%
  |                                                                         
  |====                                                               |   7%
  |                                                                         
  |=====                                                              |   7%
  |                                                                         
  |=====                                                              |   8%
  |                                                                         
  |======                                                             |   8%
  |                                                                         
  |======                                                             |   9%
  |                                                                         
  |======                                                             |  10%
  |                                                                         
  |=======                                                            |  10%
  |                                                                         
  |=======                                                            |  11%
  |                                                                         
  |========                                                           |  11%
  |                                                                         
  |========                                                           |  12%
  |                                                                         
  |========                                                           |  13%
  |                                                                         
  |=========                                                          |  13%
  |                                                                         
  |=========                                                          |  14%
  |                                                                         
  |==========                                                         |  14%
  |                                                                         
  |==========                                                         |  15%
  |                                                                         
  |==========                                                         |  16%
  |                                                                         
  |===========                                                        |  16%
  |                                                                         
  |===========                                                        |  17%
  |                                                                         
  |============                                                       |  17%
  |                                                                         
  |============                                                       |  18%
  |                                                                         
  |============                                                       |  19%
  |                                                                         
  |=============                                                      |  19%
  |                                                                         
  |=============                                                      |  20%
  |                                                                         
  |==============                                                     |  20%
  |                                                                         
  |==============                                                     |  21%
  |                                                                         
  |==============                                                     |  22%
  |                                                                         
  |===============                                                    |  22%
  |                                                                         
  |===============                                                    |  23%
  |                                                                         
  |================                                                   |  23%
  |                                                                         
  |================                                                   |  24%
  |                                                                         
  |================                                                   |  25%
  |                                                                         
  |=================                                                  |  25%
  |                                                                         
  |=================                                                  |  26%
  |                                                                         
  |==================                                                 |  26%
  |                                                                         
  |==================                                                 |  27%
  |                                                                         
  |==================                                                 |  28%
  |                                                                         
  |===================                                                |  28%
  |                                                                         
  |===================                                                |  29%
  |                                                                         
  |====================                                               |  29%
  |                                                                         
  |====================                                               |  30%
  |                                                                         
  |====================                                               |  31%
  |                                                                         
  |=====================                                              |  31%
  |                                                                         
  |=====================                                              |  32%
  |                                                                         
  |======================                                             |  32%
  |                                                                         
  |======================                                             |  33%
  |                                                                         
  |=======================                                            |  34%
  |                                                                         
  |=======================                                            |  35%
  |                                                                         
  |========================                                           |  35%
  |                                                                         
  |========================                                           |  36%
  |                                                                         
  |=========================                                          |  37%
  |                                                                         
  |=========================                                          |  38%
  |                                                                         
  |==========================                                         |  38%
  |                                                                         
  |==========================                                         |  39%
  |                                                                         
  |===========================                                        |  40%
  |                                                                         
  |===========================                                        |  41%
  |                                                                         
  |============================                                       |  41%
  |                                                                         
  |============================                                       |  42%
  |                                                                         
  |=============================                                      |  43%
  |                                                                         
  |=============================                                      |  44%
  |                                                                         
  |==============================                                     |  44%
  |                                                                         
  |==============================                                     |  45%
  |                                                                         
  |===============================                                    |  46%
  |                                                                         
  |===============================                                    |  47%
  |                                                                         
  |================================                                   |  47%
  |                                                                         
  |================================                                   |  48%
  |                                                                         
  |=================================                                  |  49%
  |                                                                         
  |=================================                                  |  50%
  |                                                                         
  |==================================                                 |  50%
  |                                                                         
  |==================================                                 |  51%
  |                                                                         
  |===================================                                |  52%
  |                                                                         
  |===================================                                |  53%
  |                                                                         
  |====================================                               |  53%
  |                                                                         
  |====================================                               |  54%
  |                                                                         
  |=====================================                              |  55%
  |                                                                         
  |=====================================                              |  56%
  |                                                                         
  |======================================                             |  56%
  |                                                                         
  |======================================                             |  57%
  |                                                                         
  |=======================================                            |  58%
  |                                                                         
  |=======================================                            |  59%
  |                                                                         
  |========================================                           |  59%
  |                                                                         
  |========================================                           |  60%
  |                                                                         
  |=========================================                          |  61%
  |                                                                         
  |=========================================                          |  62%
  |                                                                         
  |==========================================                         |  62%
  |                                                                         
  |==========================================                         |  63%
  |                                                                         
  |===========================================                        |  64%
  |                                                                         
  |===========================================                        |  65%
  |                                                                         
  |============================================                       |  65%
  |                                                                         
  |============================================                       |  66%
  |                                                                         
  |=============================================                      |  67%
  |                                                                         
  |=============================================                      |  68%
  |                                                                         
  |==============================================                     |  68%
  |                                                                         
  |==============================================                     |  69%
  |                                                                         
  |===============================================                    |  69%
  |                                                                         
  |===============================================                    |  70%
  |                                                                         
  |===============================================                    |  71%
  |                                                                         
  |================================================                   |  71%
  |                                                                         
  |================================================                   |  72%
  |                                                                         
  |=================================================                  |  72%
  |                                                                         
  |=================================================                  |  73%
  |                                                                         
  |=================================================                  |  74%
  |                                                                         
  |==================================================                 |  74%
  |                                                                         
  |==================================================                 |  75%
  |                                                                         
  |===================================================                |  75%
  |                                                                         
  |===================================================                |  76%
  |                                                                         
  |===================================================                |  77%
  |                                                                         
  |====================================================               |  77%
  |                                                                         
  |====================================================               |  78%
  |                                                                         
  |=====================================================              |  78%
  |                                                                         
  |=====================================================              |  79%
  |                                                                         
  |=====================================================              |  80%
  |                                                                         
  |======================================================             |  80%
  |                                                                         
  |======================================================             |  81%
  |                                                                         
  |=======================================================            |  81%
  |                                                                         
  |=======================================================            |  82%
  |                                                                         
  |=======================================================            |  83%
  |                                                                         
  |========================================================           |  83%
  |                                                                         
  |========================================================           |  84%
  |                                                                         
  |=========================================================          |  84%
  |                                                                         
  |=========================================================          |  85%
  |                                                                         
  |=========================================================          |  86%
  |                                                                         
  |==========================================================         |  86%
  |                                                                         
  |==========================================================         |  87%
  |                                                                         
  |===========================================================        |  87%
  |                                                                         
  |===========================================================        |  88%
  |                                                                         
  |===========================================================        |  89%
  |                                                                         
  |============================================================       |  89%
  |                                                                         
  |============================================================       |  90%
  |                                                                         
  |=============================================================      |  90%
  |                                                                         
  |=============================================================      |  91%
  |                                                                         
  |=============================================================      |  92%
  |                                                                         
  |==============================================================     |  92%
  |                                                                         
  |==============================================================     |  93%
  |                                                                         
  |===============================================================    |  93%
  |                                                                         
  |===============================================================    |  94%
  |                                                                         
  |===============================================================    |  95%
  |                                                                         
  |================================================================   |  95%
  |                                                                         
  |================================================================   |  96%
  |                                                                         
  |=================================================================  |  96%
  |                                                                         
  |=================================================================  |  97%
  |                                                                         
  |=================================================================  |  98%
  |                                                                         
  |================================================================== |  98%
  |                                                                         
  |================================================================== |  99%
  |                                                                         
  |===================================================================|  99%
  |                                                                         
  |===================================================================| 100%png 
  2 

#Create age-depth table 
core<-rep("AU8",7)
pollenNo<-c("POL35","POL34","POL33","POL32","POL31","POL30","POL29")
depth<-c(11,45,59,74,86,110,146)
ageBP<-c()
ageMin<-c()
ageMax<-c()
for (i in depth){
  ageBP<-append(ageBP,round(mean(Bacon.Age.d(i))))
  ageMin<-append(ageMin,round(min(Bacon.Age.d(i))))
  ageMax<-append(ageMax,round(max(Bacon.Age.d(i))))
}
AUG8data<-data.frame(core,pollenNo,depth,ageBP,ageMin,ageMax)
print(AUG8data)
write.csv(AUG8data,"AUG8data.csv",row.names = FALSE)

Generate pollen diagrams

Notes: 1) Terrestrial pollen data are expressed as percentages of all terrestrial species (excl. aquatics). Aquatics (Cyperaceae and Ascolepis) are plotted as percentage of all species (terrestrial + aquatics). 2) In order to view microcharcoal concentrations in the same plot as percentages, these values were transformed using log10, and then multiplied by 10 to exaggerate (e.g., conc of 10000 -> transformed log10(10000) = 4 -> exaggerated 4 * 10 = 40). The x-axis tick mark labels were then manually replaced with the appropriate scientific notation (e.g., 40 = 10000 = 10^4). 3) Age-depth modeling was not used for composite terrace sequence; ages are estimated using adjacent OSL samples (included as “TERRACEdata.csv”). 4) The convention used for the sequences is “ka”, and several of the dates are less than 1000 years and are expressed as decimals (e.g., 0.4 ka for 400 years). The rioja package does not seem to plot ages as non-integer values, so these were plotted here in terms of integer years (e.g., 400 for 400 years), but y-axis tick mark labels were edited manually to accommodate the convention. Y-axis titles (“Years ka”) were left off as well and were added manually. 5) A red line indicating disturbance in AUG7 was added manually in the published figure. A function is included here to mark the location of the disturbance, but this will look slightly different.

---
title: "MALAPP Age Depth Modeling and Pollen Diagrams"
author: "Benjamin Davies, David K. Wright, Sarah J. Ivory, Jago J. Birk, Jeong-Heon Choi, Sabine Fiedler, Jacob Davis, Potiphar Kaliba, Jessica C. Thompson"
output: html_notebook
---

This code is used to generate age-depth models and pollen diagrams for a forthcoming publication: 

David K. Wright, Sarah J. Ivory, Jago J. Birk, Jeong-Heon Choi, Benjamin Davies, Sabine Fiedler, Jacob Davis, Potiphar Kaliba, Jessica C. Thompson."Palaeoenvironmental data track Late Quaternary anthropogenic impacts on vegetation and landscapes in Mzimba, northern Malawi" Submitted to Frontiers in Environmental Archaeology, May 2023.

This is an [R Markdown](http://rmarkdown.rstudio.com) Notebook. When you execute code within the notebook, the results appear beneath the code. 

## Load packages
```{r warning=FALSE}
rm(list = ls())
library(rbacon)
library(rioja)
```

### AU3: Generate age depth model and assign pollen depths
```{r message=FALSE}
Bacon(core="AU3",d.min=0,d.max=67,accept.suggestions = TRUE,verbose=FALSE)
core<-rep("AU3",9)
pollenNo<-c("POL11","POL10","POL9","POL8","POL12","POL13","POL16","POL14","POL15")
depth<-c(3,14,19,28,34,40,46,55,67)
ageBP<-c()
ageMin<-c()
ageMax<-c()
for (i in depth){
  ageBP<-append(ageBP,round(mean(Bacon.Age.d(i))))
  ageMin<-append(ageMin,round(min(Bacon.Age.d(i))))
  ageMax<-append(ageMax,round(max(Bacon.Age.d(i))))
}
AUG3data<-data.frame(core,pollenNo,depth,ageBP,ageMin,ageMax)
print(AUG3data)
write.csv(AUG3data,"AUG3data.csv",row.names = FALSE)
```

### AU7: Generate age depth model and assign pollen depths
```{r message=FALSE}
Bacon(core="AU7",d.min=0,d.max=77,accept.suggestions = TRUE,verbose=FALSE)

core<-rep("AU7",9)
pollenNo<-c("POL36","POL37","POL38","POL39","POL40","POL41","POL42","POL43","POL44")
depth<-c(6,15,26,32,42,51,54,66,77)
ageBP<-c()
ageMin<-c()
ageMax<-c()
for (i in depth){
  ageBP<-append(ageBP,round(mean(Bacon.Age.d(i))))
  ageMin<-append(ageMin,round(min(Bacon.Age.d(i))))
  ageMax<-append(ageMax,round(max(Bacon.Age.d(i))))
}
AUG7data<-data.frame(core,pollenNo,depth,ageBP,ageMin,ageMax)
print(AUG7data)
write.csv(AUG7data,"AUG7data.csv",row.names = FALSE)
```

## AU8: Generate age depth model and assign pollen depths
```{r message=FALSE}
#Run age-depth model between 0 and max depth
Bacon(core="AU8",d.min=0,d.max=146,depth.unit = "cm",accept.suggestions = TRUE,verbose=FALSE)
#Create age-depth table 
core<-rep("AU8",7)
pollenNo<-c("POL35","POL34","POL33","POL32","POL31","POL30","POL29")
depth<-c(11,45,59,74,86,110,146)
ageBP<-c()
ageMin<-c()
ageMax<-c()
for (i in depth){
  ageBP<-append(ageBP,round(mean(Bacon.Age.d(i))))
  ageMin<-append(ageMin,round(min(Bacon.Age.d(i))))
  ageMax<-append(ageMax,round(max(Bacon.Age.d(i))))
}
AUG8data<-data.frame(core,pollenNo,depth,ageBP,ageMin,ageMax)
print(AUG8data)
write.csv(AUG8data,"AUG8data.csv",row.names = FALSE)
```


### Generate pollen diagrams
Notes: 
1) Terrestrial pollen data are expressed as percentages of all terrestrial species (excl. aquatics). Aquatics (Cyperaceae and Ascolepis) are plotted as percentage of all species (terrestrial + aquatics).
2) In order to view microcharcoal concentrations in the same plot as percentages, these values were transformed using log10, and then multiplied by 10 to exaggerate (e.g., conc of 10000 -> transformed log10(10000) = 4 -> exaggerated 4 * 10 = 40). The x-axis tick mark labels were then manually replaced with the appropriate scientific notation (e.g., 40 = 10000 = 10^4). 
3) Age-depth modeling was not used for composite terrace sequence; ages are estimated using adjacent OSL samples (included as "TERRACEdata.csv").
4) The convention used for the sequences is "ka", and several of the dates are less than 1000 years and are expressed as decimals (e.g., 0.4 ka for 400 years). The rioja package does not seem to plot ages as non-integer values, so these were plotted here in terms of integer years (e.g., 400 for 400 years), but y-axis tick mark labels were edited manually to accommodate the convention. Y-axis titles ("Years ka") were left off as well and were added manually.
5) A red line indicating disturbance in AUG7 was added manually in the published figure. A function is included here to mark the location of the disturbance, but this will look slightly different. 
```{r}

##AUG3
names<-c('Poaceae','Asteraceae',expression(italic('Podocarpus')),expression(italic('Pinus')),expression(italic('Brachystegia')), 'Cyperaceae',expression(italic('Ascolepis')),"Ferns","Trees","Herbs",expression(paste("Microcharcoal (#/cm"^3,")")))

colors<-c("gold","gold","forestgreen","forestgreen","forestgreen","darkcyan","darkcyan","darkgrey","forestgreen","gold","black")


AUG3DATES<-read.csv("AUG3data.csv",stringsAsFactors = FALSE)
ageBP<-AUG3DATES$ageBP
AUG3pollen<-read.csv("Aug3Pollen_1.csv",stringsAsFactors = FALSE)
char<-AUG3pollen$Microcharcoal
char<-(log10(char))*10
char[!is.finite(char)] <- 0
AUG3pollen$Microcharcoal<-char
pollenData<-AUG3pollen[,6:ncol(AUG3pollen)]
cs<-colSums(pollenData)
pollenData[is.na(pollenData)] <- 0
pollenData2 <- pollenData
ex<-c(FALSE,TRUE,FALSE,FALSE,TRUE,FALSE,FALSE,FALSE,FALSE,FALSE,FALSE)
mult<-5


#png("AUG3pollen_FINAL.png",width=6,height=3,units="in",res=600)
par(oma=c(4,4,3,4))
strat.plot(pollenData2,yvar=round(ageBP), y.tks=c(0,1000,2000,3000), y.rev=TRUE, plot.line=FALSE, plot.poly=TRUE, plot.bar=FALSE, col.poly=colors, col.poly.line="white", lwd.poly=0.01, scale.percent=TRUE, xSpace=0.02,x.pc.inc=c(10,10,10,10,10,10,10,10,10,10,10), x.pc.omit0=TRUE,cex.xlabel=0.5,cex.axis=0.5,cex.yaxis=0.5,ylabel = "",cex.ylabel=0.5,srt.xlabel=45,las=3,mgp=c(3,0.6,0),exag=ex,exag.mult = 5,col.exag="auto",exag.alpha = 0.5,x.names=names)
#dev.off()


#AUG7
#Function to generate line marking disturbance at POL42 (~1.129 ka)
disturbedMark <- function(x, y, i, nm) {
  #tmp <- data.frame(x=y, y=x)
  #tmp <- na.omit(tmp)
  lines(c(0,100), c(1129,1129), col="red", lwd=1)
  if (i == 12){
  text(25,1200,labels="Disturbed",col="red",cex=0.5)
  }
}

names<-c('Poaceae','Asteraceae',expression(italic('Commelina')),expression(italic('Podocarpus')),expression(italic('Pinus')),expression(italic('Brachystegia')), 'Cyperaceae',expression(italic('Ascolepis')),"Ferns","Trees","Herbs",expression(paste("Microcharcoal (#/cm"^3,")")))

colors<-c("gold","gold","gold","forestgreen","forestgreen","forestgreen","darkcyan","darkcyan","darkgrey","forestgreen","gold","black")

AUG7DATES<-read.csv("AUG7data.csv",stringsAsFactors = FALSE)
ageBP<-AUG7DATES$ageBP
AUG7pollen<-read.csv("Aug7Pollen_1.csv",stringsAsFactors = FALSE)
char<-AUG7pollen$Microcharcoal
char<-(log10(char))*10
char[!is.finite(char)] <- 0
AUG7pollen$Microcharcoal<-char
pollenData<-AUG7pollen[,6:ncol(AUG7pollen)]
cs<-colSums(pollenData)
pollenData[is.na(pollenData)] <- 0
pollenData2 <- pollenData
ex<-c(FALSE,TRUE,FALSE,FALSE,TRUE,TRUE,FALSE,FALSE,FALSE,FALSE,FALSE,FALSE)
mult<-5


#png("AU7pollen_FINAL.png",width=6,height=3,units="in",res=600)
par(oma=c(4,4,3,4))
strat.plot(pollenData2,yvar=round(ageBP), y.tks=c(0,500,1000,1500,2000,2500), y.rev=TRUE, plot.line=FALSE, plot.poly=TRUE, plot.bar=FALSE, col.poly=colors, col.poly.line="white", lwd.poly=0.01, scale.percent=TRUE, xSpace=0.02,x.pc.inc=c(10,10,10,10,10,10,10,10,10,10,10,10), x.pc.omit0=TRUE,cex.xlabel=0.5,cex.axis=0.5,cex.yaxis=0.5,ylabel = "",cex.ylabel=0.5,srt.xlabel=45,las=3,mgp=c(3,0.6,0),exag=ex,exag.mult = 5,col.exag="auto",exag.alpha = 0.5,x.names=names,fun2=distrurbedMark)

#dev.off()


#AUG 8

names<-c('Poaceae','Asteraceae',expression(italic('Podocarpus')),expression(italic('Pinus')),'Cyperaceae',expression(italic('Ascolepis')),"Ferns","Trees","Herbs",expression(paste("Microcharcoal (#/cm"^3,")")))

colors<-c("gold","gold","forestgreen","forestgreen","darkcyan","darkcyan","darkgrey","forestgreen","gold","black")

AUG8DATES<-read.csv("AUG8data.csv",stringsAsFactors = FALSE)
ageBP<-AUG8DATES$ageBP
AUG8pollen<-read.csv("Aug8Pollen_1.csv",stringsAsFactors = FALSE)
char<-AUG8pollen$Microcharcoal
char<-(log10(char))*10
char[!is.finite(char)] <- 0
AUG8pollen$Microcharcoal<-char
pollenData<-AUG8pollen[,6:ncol(AUG8pollen)]
cs<-colSums(pollenData)
pollenData[is.na(pollenData)] <- 0
pollenData2 <- pollenData
ex<-c(FALSE,FALSE,FALSE,FALSE,FALSE,TRUE,FALSE,FALSE,FALSE,FALSE)
mult<-5


#png("AU8pollen_FINAL.png",width=6,height=3,units="in",res=600)
par(oma=c(4,4,3,4))
strat.plot(pollenData2,yvar=round(ageBP), y.tks=c(0,10000,20000,30000), y.rev=TRUE, plot.line=FALSE, plot.poly=TRUE, plot.bar=FALSE, col.poly=colors, col.poly.line="white", lwd.poly=0.01, scale.percent=TRUE, xSpace=0.02,x.pc.inc=c(10,10,10,10,10,10,10,10,10,10), x.pc.omit0=TRUE,cex.xlabel=0.5,cex.axis=0.5,cex.yaxis=0.5,ylabel = "Years BP",cex.ylabel=0.5,srt.xlabel=45,las=3,mgp=c(3,0.6,0),exag=ex,exag.mult = 5,col.exag="auto",exag.alpha = 0.5,x.names=names)
#dev.off()



#TERRACES

names<-c('Poaceae','Asteraceae','Pinopsida undiff.',expression(italic('Brachystegia')),'Cyperaceae',"Ferns","Trees","Herbs",expression(paste("Microcharcoal (#/cm"^3,")")))

polycolors<-c("gold","gold","forestgreen","forestgreen","darkcyan","darkgrey","forestgreen","gold","black")


TERRACEDATES<-read.csv("TERRACEdata.csv",stringsAsFactors = FALSE)
ageKA<-TERRACEDATES$ageKA
TERRACEpollen<-read.csv("TerracePollen_1.csv",stringsAsFactors = FALSE)
char<-TERRACEpollen$Microcharcoal
char<-(log10(char))*10
char[!is.finite(char)] <- 0
TERRACEpollen$Microcharcoal<-char
pollenData<-TERRACEpollen[,6:ncol(TERRACEpollen)]
cs<-colSums(pollenData)
pollenData[is.na(pollenData)] <- 0
pollenData2 <- pollenData#[, which(cs > 5)]
ex<-c(FALSE,FALSE,FALSE,FALSE,FALSE,FALSE,FALSE,FALSE,FALSE)
mult<-5


#png("TERRACEpollen_FINAL2.png",width=6,height=3,units="in",res=600)
par(oma=c(4,4,3,4))
strat.plot(pollenData2,yvar=round(ageKA), y.tks=c(0,2000,4000,6000,8000), y.rev=TRUE, plot.line=FALSE, plot.poly=TRUE, plot.bar=FALSE, col.poly=polycolors, col.poly.line="white", lwd.poly=0.01, scale.percent=TRUE, xSpace=0.02,x.pc.inc=c(10,10,10,10,10,10,10,10,10), x.pc.omit0=TRUE,cex.xlabel=0.5,cex.axis=0.5,cex.yaxis=0.5,ylabel = "",cex.ylabel=0.5,srt.xlabel=45,las=3,mgp=c(3,0.6,0),exag=ex,exag.mult = 5,col.exag="auto",exag.alpha = 0.5,x.names=names)
#dev.off()


```