From 3ff2341c1f1b1c986b52ab6077bba1d0b7df9ce3 Mon Sep 17 00:00:00 2001 From: tz05 Date: Tue, 11 Feb 2020 16:20:12 -0600 Subject: [PATCH 1/3] sample data --- test/demodata/cond.csv | 6 ++++ test/demodata/demodata.R | 69 ++++++++++++++++++++++++++++++++++++++++ test/demodata/plot.csv | 5 +++ test/demodata/tree.csv | 8 +++++ 4 files changed, 88 insertions(+) create mode 100644 test/demodata/cond.csv create mode 100644 test/demodata/demodata.R create mode 100644 test/demodata/plot.csv create mode 100644 test/demodata/tree.csv diff --git a/test/demodata/cond.csv b/test/demodata/cond.csv new file mode 100644 index 0000000..9aadd6a --- /dev/null +++ b/test/demodata/cond.csv @@ -0,0 +1,6 @@ +CN,PLT_CN,CONDID,CC +I,A,a,c1 +II,A,b,c2 +III,B,a,c3 +IV,C,a,c4 +V,D,a,c5 \ No newline at end of file diff --git a/test/demodata/demodata.R b/test/demodata/demodata.R new file mode 100644 index 0000000..942a8bd --- /dev/null +++ b/test/demodata/demodata.R @@ -0,0 +1,69 @@ +# Schorn, Markus Erhard +# a) a tree-level datafile +# - one row for each measurement (i.e. if a tree was remeasured once, the file contains two lines for this tree) +# - each row contains a unique tree ID, which is the same for all measurements of a single tree (currently not the case in raw FIA data) +# - each row contains a unique plot ID, which is the same for all the trees in a single plot and for all the measurements of those trees, matching the plot ID in the plot-level datafile (see below) +# - if possible, data from plot-level datafile (important columns as mentioned below) already merged in this file +# b) a plot-level datafile +# - in the best case one file containing merged data from XX_PLOT.csv and XX_COND.csv +# - important columns for me: FORTYPCD, STDAGE, SITECLCD from XX_COND.csv; INVYR, MEASYEAR, MEASMON, MEASDAY from XX_PLOT.csv; but it could be all the columns from both XX_PLOT.csv and XX_COND.csv as well +# - one row for each census +# - each row contains a unique plot ID (see above) +# I need this for data from WA and OR. For training purposes, the data could be filtered for FORTYPCD == 201 already, but I'd rather have the full dataset and do that myself later on. Also you could filter for remeasured plots only, but the same applies here. + +####### My Approach ####### +### 1. prepare a data frame with plot and condition information merged: +### 1.1 read plot table to "plt" data frame and only keep ID columns (CN, PREV_PLT_CN) and other fields of interest to the user +### 1.2 read condition table to "cond" data frame and only keep ID columns (CN, PLT_CN, CONDID) and other fields of interest to the user +### 1.3 from the condition data frame "cond", get the number of conditions for each plot +### 1.4 add the number of conditions infomation to the plot data frame "plt", and name the field "ncond" +### 1.5 merge plot data frame "plt" with condition data frame "cond" based on plot's ID (e.g., CN in plt, PLT_CN in cond); call the new data frame "plt_cond" +### 2. prepare the tree data frame, which contains a field of unique tree ID which is same as the tree's CN when it was surveyed for the first time and keeps unchnaged in later surveys: +### (The overall goal is as mentioned above. It is not neceesary to follow the same algorithm as I described in 2.1-2.4) +### 2.1 read tree table to "tree" data frame +### 2.2 prepare two data frames "tree_CN" and "cp" to save tree's raw ID columns (CN, PREV_TRE_CN) and initialize two new ID fields (ID0, ID1) with row order number in "tree" data frame +### 2.3 with a while loop, iterate the process of merging "tree_CN" and "cp" data frames to update the new tree ID1 field in the data frame "cp" with earlier ID0, until no previous tree record can be found +### 2.4 use ID0 and ID1 in data frame "cp" to identify the earliest tree's CN for each tree; and use that CN as the tree's unique ID (with field name of "ID") in tree data frame "tree" +### 3. create the merged data frame, with tree, plot, and condition ID fields conbined: +### 3.1 merge the data frame "tree" with data frame "plt_cond" based on plot and condition IDs (PLT_CN, CONDID); call the new data frame "tree_plot" +### 3.2 save "tree_plot" to a csv file +### 3.3 if the user needs more detailed info of plot and/condition, (s)he can use PLT_CN and/or COND_CN to link raw plot and condition tables + +plt <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/PLOT.csv',stringsAsFactors=F) +for(fld in c('CN','PREV_PLT_CN')) plt[,fld] <- as.character(plt[,fld]) +plt <- plt[,c('CN','PREV_PLT_CN')] # keep CN, PREV_PLT_CN + others + +cond <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/COND.csv',stringsAsFactors=F) +for(fld in c('CN','PLT_CN')) cond[,fld] <- as.character(cond[,fld]) +cond <- cond[,c('CN','PLT_CN','CONDID')] # keep CN, PLT_CN, CONDID + others +plt_cond_num <- with(cond,aggregate(CONDID,by=list(PLT_CN=PLT_CN),length)) # get number of condition information +names(plt_cond_num)[2] <- 'ncond' +plt <- merge(plt,plt_cond_num,by.x='CN',by.y='PLT_CN',all.x=T) # add number of condition info to plt +plt_cond <- merge(plt,cond,by.x='CN',by.y='PLT_CN',all.x=T) # plot + condition data frame +names(plt_cond)[which(names(plt_cond)=='CN.y')] <- 'COND_CN' # make field name meaningful +names(plt_cond)[which(names(plt_cond)=='CN')] <- 'PLT_CN' # make field name meaningful + +state <- 'OR' # choose state +tree <- read.csv(sprintf('~/ufrc_hpc/FIA_1.6.1_20180110/%s_TREE.csv',state),stringsAsFactors=F) +for(fld in c('CN','PLT_CN','PREV_TRE_CN')) tree[,fld] <- as.character(tree[,fld]) + +tree_CN <- tree[,c('CN','PREV_TRE_CN')] +tree_CN$ID0 <- 1:nrow(tree_CN) # ID0 is the row order number, used to identify the raw record in "tree" data frame +cp <- tree_CN # cp is a temporary data frame for identifying the corresponding row of the earliest record of a specific tree +cp$ID1 <- cp$ID0 # initialize two fields ID0 and ID1 +# the following loop is to identify the earliest tree records by using the fields CN and PREV_TRE_CN in tree data frame +# One could find his own way to accomplish this task +while(with(cp,length(intersect(CN,PREV_TRE_CN))>0)) { + cp <- merge(cp,tree_CN,by.x='PREV_TRE_CN',by.y='CN',all.x=T,suffixes=c('_pre','_post')) + i_row <- which(is.na(cp$ID0_post)) + if(length(i_row)>0) cp$ID0_post[i_row] <- cp$ID1[i_row] + i_row <- which(is.na(cp$PREV_TRE_CN)) + if(length(i_row)>0) cp$PREV_TRE_CN[i_row] <- cp$CN[i_row] + cp <- cp[,c('ID0_pre','PREV_TRE_CN','PREV_TRE_CN_post','ID0_post')] + names(cp) <- c('ID0','CN','PREV_TRE_CN','ID1') +} +cp <- cp[order(cp$ID0),c('ID0','ID1')] # at this stage, cp contains the information of the raw row (ID0) and the corresponding row (ID1) for the tree's earliest record +tree <- cbind(ID=tree_CN$CN[cp$ID1],tree) # use the earliest (first-survey) CN as tree's ID +library(plyr) +tree_plot <- join(tree,plt_cond,type='left',by=c('PLT_CN','CONDID')) # put tree, plot, and condition info together +write.csv(tree_plot,row.names=F,file=sprintf('~/ufrc_hpc/FIA_1.6.1_20180110/%s_TREE_PLOT.csv',state)) diff --git a/test/demodata/plot.csv b/test/demodata/plot.csv new file mode 100644 index 0000000..878daac --- /dev/null +++ b/test/demodata/plot.csv @@ -0,0 +1,5 @@ +CN,PREV_PLT_CN,PP +A,NA,p1 +B,A,p2 +C,NA,p3 +D,B,p4 \ No newline at end of file diff --git a/test/demodata/tree.csv b/test/demodata/tree.csv new file mode 100644 index 0000000..03c140a --- /dev/null +++ b/test/demodata/tree.csv @@ -0,0 +1,8 @@ +CN,PLT_CN,PREV_TRE_CN,CONDID,TT +101,A,NA,a,t1 +102,A,NA,a,t2 +103,A,NA,b,t3 +104,B,101,a,t4 +105,B,103,a,t5 +106,C,NA,a,t6 +107,D,105,a,t7 \ No newline at end of file From d036fb39bf59996673bd7a6e60395dd316b1f330 Mon Sep 17 00:00:00 2001 From: tz05 Date: Tue, 11 Feb 2020 16:45:59 -0600 Subject: [PATCH 2/3] update --- test/demodata/demodata.R | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/test/demodata/demodata.R b/test/demodata/demodata.R index 942a8bd..fec593c 100644 --- a/test/demodata/demodata.R +++ b/test/demodata/demodata.R @@ -29,11 +29,13 @@ ### 3.2 save "tree_plot" to a csv file ### 3.3 if the user needs more detailed info of plot and/condition, (s)he can use PLT_CN and/or COND_CN to link raw plot and condition tables -plt <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/PLOT.csv',stringsAsFactors=F) +#plt <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/PLOT.csv',stringsAsFactors=F) +plt <- read.csv('plot.csv',stringsAsFactors=F) for(fld in c('CN','PREV_PLT_CN')) plt[,fld] <- as.character(plt[,fld]) plt <- plt[,c('CN','PREV_PLT_CN')] # keep CN, PREV_PLT_CN + others -cond <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/COND.csv',stringsAsFactors=F) +#cond <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/COND.csv',stringsAsFactors=F) +cond <- read.csv('cond.csv',stringsAsFactors=F) for(fld in c('CN','PLT_CN')) cond[,fld] <- as.character(cond[,fld]) cond <- cond[,c('CN','PLT_CN','CONDID')] # keep CN, PLT_CN, CONDID + others plt_cond_num <- with(cond,aggregate(CONDID,by=list(PLT_CN=PLT_CN),length)) # get number of condition information From 889285b6e051bbd26a837aa9843bc3100e341050 Mon Sep 17 00:00:00 2001 From: tz05 Date: Wed, 12 Feb 2020 09:56:48 -0600 Subject: [PATCH 3/3] update3 --- test/demodata/demodata.R | 11 ++++++----- test/demodata/illustration.pdf | Bin 0 -> 112129 bytes 2 files changed, 6 insertions(+), 5 deletions(-) create mode 100644 test/demodata/illustration.pdf diff --git a/test/demodata/demodata.R b/test/demodata/demodata.R index fec593c..b90d372 100644 --- a/test/demodata/demodata.R +++ b/test/demodata/demodata.R @@ -32,12 +32,12 @@ #plt <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/PLOT.csv',stringsAsFactors=F) plt <- read.csv('plot.csv',stringsAsFactors=F) for(fld in c('CN','PREV_PLT_CN')) plt[,fld] <- as.character(plt[,fld]) -plt <- plt[,c('CN','PREV_PLT_CN')] # keep CN, PREV_PLT_CN + others +#plt <- plt[,c('CN','PREV_PLT_CN')] # keep CN, PREV_PLT_CN + others #cond <- read.csv('~/ufrc_hpc/FIA_1.6.1_20180110/COND.csv',stringsAsFactors=F) cond <- read.csv('cond.csv',stringsAsFactors=F) for(fld in c('CN','PLT_CN')) cond[,fld] <- as.character(cond[,fld]) -cond <- cond[,c('CN','PLT_CN','CONDID')] # keep CN, PLT_CN, CONDID + others +#cond <- cond[,c('CN','PLT_CN','CONDID')] # keep CN, PLT_CN, CONDID + others plt_cond_num <- with(cond,aggregate(CONDID,by=list(PLT_CN=PLT_CN),length)) # get number of condition information names(plt_cond_num)[2] <- 'ncond' plt <- merge(plt,plt_cond_num,by.x='CN',by.y='PLT_CN',all.x=T) # add number of condition info to plt @@ -45,8 +45,9 @@ plt_cond <- merge(plt,cond,by.x='CN',by.y='PLT_CN',all.x=T) # plot + condi names(plt_cond)[which(names(plt_cond)=='CN.y')] <- 'COND_CN' # make field name meaningful names(plt_cond)[which(names(plt_cond)=='CN')] <- 'PLT_CN' # make field name meaningful -state <- 'OR' # choose state -tree <- read.csv(sprintf('~/ufrc_hpc/FIA_1.6.1_20180110/%s_TREE.csv',state),stringsAsFactors=F) +#state <- 'OR' # choose state +#tree <- read.csv(sprintf('~/ufrc_hpc/FIA_1.6.1_20180110/%s_TREE.csv',state),stringsAsFactors=F) +tree <- read.csv('tree.csv',stringsAsFactors=F) for(fld in c('CN','PLT_CN','PREV_TRE_CN')) tree[,fld] <- as.character(tree[,fld]) tree_CN <- tree[,c('CN','PREV_TRE_CN')] @@ -68,4 +69,4 @@ cp <- 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