[R] How to select multiple cells in a matrix and perform an operation on corresponding cells in another matrix of the same size?
Sarah Goslee
sarah.goslee at gmail.com
Mon Mar 24 15:18:19 CET 2014
Hi,
This would be a lot easier to answer if you provided a small test
dataset using dput(); I have trouble working through code if I have no
idea what the input data looks like.
One thing I did spot is a problem in your indexing:
j is a scalar, so indexing j[2] won't work. Presumably you got the
brackets wrong, and want cells[j][1] and cells[j][2], but again,
without knowing what cells is, I can't say for certain.
These are the lines I'm referring to:
Row<-BasinPollutant[cells[j[1]]]
Column<-BasinPollutant[cells[j[2]]]
Sarah
On Mon, Mar 24, 2014 at 10:02 AM, Vermeulen, Lucie
<lucie.vermeulen at wur.nl> wrote:
> I am trying to write an R script to do pollution routing in world rivers, and need some help on selecting matrix cell coordinates and applying these to other matrices of the same dimension.
>
> My data: I have several matrices corresponding to hydrological parameters of world rivers on a half degree grid (360 rows, 720 columns). These matrices represent flow accumulation (how many cells flow into this cell), flow direction (which of the 8 surrounding cells does the load of certain cell flow to) and pollutant load.
>
> My idea: compute pollutant load in each grid cell from the start to the end of a river. I can base this on flow accumulation (low to high). However, each river basin can have multiple cells with the same flow accumulation value.
>
> The problem: I need to select all matrix cells of each value of flow accumulation (low to high), find their coordinates (row,column), and transfer the corresponding pollutant load to the correct adjacent cell using the flow direction matrix. I have tried various ways, but selecting the coordinates of the correct cells and applying these to another matrix I cannot get to work.
>
> I will give an example of what I have tried, using two for loops on one single river basin. In this example, a flow direction value of 1 means that the pollutant load needs to be transferred to the adjacent cell to the right (row is the same, column +1):
>
> BasinFlowAccumulation <-FlowAccumulation[Basin]
>
> BasinFlowAccumulationMaximum <- max(BasinFlowAccumulation)
>
> BasinFlowDirection <-FlowDirection[Basin]
>
> BasinPollutant <-Pollutant[Basin]
>
>
> b<-0
>
> for(i in 0:BasinFlowAccumulationMaximum){
>
> cells.index<-which(BasinFlowAccumulation[]==b, arr.ind=TRUE)
>
> for (j in 1:length(cells.index)){
> print(BasinFlowDirection[cells[j]])
> Row<-BasinPollutant[cells[j[1]]]
> Column<-BasinPollutant[cells[j[2]]]
> ifelse(BasinFlowDirection[cells.index[j]]==1, BasinPollutant[Row,(Column+1)]<- BasinPollutant [Row,(Column+1)]+ BasinPollutant [Row,Column]
>
> }
> b<-b+1
>
> }
>
--
Sarah Goslee
http://www.functionaldiversity.org
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