Felipe Carrillo
2011-Apr-03 19:41 UTC
[R] another question on shapefiles and geom_point in ggplot2
Manuel: I changed your variable names from x to 'long' and y to 'lat' on the riqueza_out.csv file. The code below should do what you want. Also, since the legend title is kind of long, I broke it down into three lines so you can see more plot area. I am cc'ing the other groups so more people use it if needed. library(rgdal) library(ggplot2) library(sp) library(maptools) gpclibPermit() manuel <- readOGR(dsn=".", layer="AI_BIOTICA_010411_CRTM05") names(manuel);dim(manuel) slotNames(manuel) # look at the slot names # add the 'id' variable to the shapefile and use it to merge both files manuel@data$id = rownames(manuel@data) # convert shapefile to dataframe manuel.df <- as.data.frame(manuel) # fortify to plot with ggplot2 manuel_fort <- fortify(manuel,region="id") head(manuel_fort) # Merge shapefile and the as.dataframe shapefile manuel_merged <- join(manuel_fort,manuel.df, by ="id") head(manuel_merged) # Read in the csv file manuel_points <- read.csv("riqueza_out.csv") head(manuel_points);dim(manuel_points) # fortify this one too for the points or else an error will ocurr manuel_points <- fortify(manuel_points) manuel_points # Plot the shapefile and overlayed the points over it p <- ggplot(manuel_merged, aes(long,lat,group=group)) + geom_polygon(aes(data=manuel_merged,fill=Area_Influ)) + geom_path(color="white") + theme_bw() # remove this if you don't want black and white background p + geom_point(data=manuel_points,aes(size=ACE,colour=ACE,group=NULL)) + scale_size(name = "Número\nde\nespecies", breaks = c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20)) + scale_colour_gradientn(name = 'Número\nde\nespecies', colours = rainbow(6), breaks = c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20))+ xlab("Longitud") + ylab("Latitud") + opts(axis.text.x = theme_text(size = 8, vjust = 1)) + opts(axis.text.y = theme_text(size = 8, hjust = 1)) Felipe D. Carrillo Supervisory Fishery Biologist Department of the Interior US Fish & Wildlife Service California, USA http://www.fws.gov/redbluff/rbdd_jsmp.aspx> >From: Manuel Spínola <mspinola10@gmail.com> >To: Felipe Carrillo <mazatlanmexico@yahoo.com> >Sent: Sat, April 2, 2011 11:22:24 PM >Subject: Re: another question on shapefiles and geom_point in ggplot2 > >No problem, thank you very much Felipe. > >Best, > >Manuel > >On 03/04/2011 12:19 a.m., Felipe Carrillo wrote: >I meant to send you this one..Let me clean up the code a little bit and >>I will send it to you,,,do you mind if I send it to you in the morning? >> >>Felipe D. Carrillo >>Supervisory Fishery Biologist >>Department of the Interior >>US Fish & Wildlife Service >>California, USA >>http://www.fws.gov/redbluff/rbdd_jsmp.aspx >> >> >> >> >>> >>>From: Manuel Spínola <mspinola10@gmail.com> >>>To: Felipe Carrillo <mazatlanmexico@yahoo.com> >>>Sent: Sat, April 2, 2011 11:15:28 PM >>>Subject: Re: another question on shapefiles and geom_point in ggplot2 >>> >>>Yes Felipe. That is the graph I was looking for. >>> >>>I got something closer but no like yours. How did you do it? >>> >>>Manuel >>> >>>On 03/04/2011 12:10 a.m., Felipe Carrillo wrote: >>>I was able to open them,,I am attaching a picture of the graph I created..It's >>>that what >>>>you had in mind? >>>> >>>>Felipe D. Carrillo >>>>Supervisory Fishery Biologist >>>>Department of the Interior >>>>US Fish & Wildlife Service >>>>California, USA >>>>http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>>> >>>> >>>> >>>> >>>>> >>>>>From: Manuel Spínola <mspinola10@gmail.com> >>>>>To: Felipe Carrillo <mazatlanmexico@yahoo.com> >>>>>Sent: Sat, April 2, 2011 10:35:51 PM >>>>>Subject: Re: another question on shapefiles and geom_point in ggplot2 >>>>> >>>>>It should be. I am sending them again. >>>>> >>>>>Manuel >>>>> >>>>>On 02/04/2011 10:23 p.m., Felipe Carrillo wrote: >>>>>Manuel: >>>>>>I can't open the shapefile, is this the original one? >>>>>>Is the csv file the one that you are trying to overlay on top of the >>>>shapefile? >>>>>> >>>>>>Felipe D. Carrillo >>>>>>Supervisory Fishery Biologist >>>>>>Department of the Interior >>>>>>US Fish & Wildlife Service >>>>>>California, USA >>>>>>http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>>>>> >>>>>> >>>>>> >>>>>> >>>>>>> >>>>>>>From: Manuel Spínola <mspinola10@gmail.com> >>>>>>>To: Felipe Carrillo <mazatlanmexico@yahoo.com> >>>>>>>Sent: Sat, April 2, 2011 6:14:09 PM >>>>>>>Subject: Re: another question on shapefiles and geom_point in ggplot2 >>>>>>> >>>>>>>Files attached. >>>>>>> >>>>>>> >>>>>>>On 02/04/2011 07:04 p.m., Felipe Carrillo wrote: >>>>>>>If you want individual points overlayed on the shapefile, you need to add >>>>>>>another variable to it before you fortify it. >>>>>>>>After you fortify merge both the fortified dataset and the original shapefile. >>>>>>>>Go ahead and post your shapefile to see if >>>>>>>>I can figure it out. Do you just want the points or want text also? >>>>>>>> >>>>>>>>Felipe D. Carrillo >>>>>>>>Supervisory Fishery Biologist >>>>>>>>Department of the Interior >>>>>>>>US Fish & Wildlife Service >>>>>>>>California, USA >>>>>>>>http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>>> >>>>>>>>>From: Manuel Spínola <mspinola10@gmail.com> >>>>>>>>>To: Felipe Carrillo <mazatlanmexico@yahoo.com> >>>>>>>>>Sent: Sat, April 2, 2011 5:24:02 PM >>>>>>>>>Subject: Re: another question on shapefiles and geom_point in ggplot2 >>>>>>>>> >>>>>>>>>Hi Felipe, >>>>>>>>> >>>>>>>>>I did the same thing that I am trying know, attached is how it looks. >>>>>>>>> >>>>>>>>>Best, >>>>>>>>> >>>>>>>>>Manuel >>>>>>>>> >>>>>>>>>On 02/04/2011 06:09 p.m., Felipe Carrillo wrote: >>>>>>>>>Manuel: >>>>>>>>>>I did something similar a few weeks ago,,If you post your shapefile and describe >>>>>>>>>>what you are >>>>>>>>>>expecting I might be able to help.. >>>>>>>>>> >>>>>>>>>>Felipe D. Carrillo >>>>>>>>>>Supervisory Fishery Biologist >>>>>>>>>>Department of the Interior >>>>>>>>>>US Fish & Wildlife Service >>>>>>>>>>California, USA >>>>>>>>>>http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>>From: Manuel Spínola <mspinola10@gmail.com> >>>>>>>>>>>To: "ggplot2@googlegroups.com" <ggplot2@googlegroups.com> >>>>>>>>>>>Sent: Sat, April 2, 2011 12:01:56 PM >>>>>>>>>>>Subject: another question on shapefiles and geom_point in ggplot2 >>>>>>>>>>> >>>>>>>>>>>Dear list members, >>>>>>>>>>> >>>>>>>>>>>This is a different question from my previous post. >>>>>>>>>>>I handle to read my shapefile with ggplot2 following >>>>>>>>>>>https://github.com/hadley/ggplot2/wiki/plotting-polygon-shapefiles >>>>>>>>>>> >>>>>>>>>>>p = ggplot(ai_biotica.df, aes(long,lat,group=group,fill=Area_Influ)) + > >>>>>>>>>>> geom_polygon() + >>>>>>>>>>> geom_path(color="white") + >>>>>>>>>>> coord_equal() >>>>>>>>>>> >>>>>>>>>>>I got a nice map. >>>>>>>>>>> >>>>>>>>>>>Now I want to plot some point with geom_point but I got an error. >>>>>>>>>>> >>>>>>>>>>>> p + geom_point(geo, aes(size = ACE, colour = ACE)) + scale_size(name = "Número >>>>>>>>>>>>de especies", breaks = c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20)) + >>>>>>>>>>>>scale_colour_gradientn(name = 'Número de especies', colours = rainbow(6), breaks >>>>>>>>>>>>= c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20))+ xlab("Longitud") + ylab("Latitud") + >>>>>>>>>>>>opts(axis.text.x = theme_text(size = 8, vjust = 1)) + opts(axis.text.y = >>>>>>>>>>>>theme_text(size = 8, hjust = 1)) >>>>>>>>>>>> >>>>>>>>>>>Error: ggplot2 doesn't know how to deal with data of class uneval >>>>>>>>>>> >>>>>>>>>>>Best, >>>>>>>>>>> >>>>>>>>>>>Manuel >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>>-- >>>>>>>>>>>Manuel Spínola, Ph.D. >>>>>>>>>>>Instituto Internacional en Conservación y Manejo de Vida Silvestre >>>>>>>>>>>Universidad Nacional >>>>>>>>>>>Apartado 1350-3000 >>>>>>>>>>>Heredia >>>>>>>>>>>COSTA RICA >>>>>>>>>>>mspinola@una.ac.cr >>>>>>>>>>>mspinola10@gmail.com >>>>>>>>>>>Teléfono: (506) 2277-3598 >>>>>>>>>>>Fax: (506) 2237-7036 >>>>>>>>>>>Personal website: Lobito de río >>>>>>>>>>>Institutional website: ICOMVIS -- >>>>>>>>>>>You received this message because you are subscribed to the ggplot2 mailing >>>>>>>>>>>list. >>>>>>>>>>>Please provide a reproducible example: http://gist.github.com/270442 >>>>>>>>>>> >>>>>>>>>>>To post: email ggplot2@googlegroups.com >>>>>>>>>>>To unsubscribe: email ggplot2+unsubscribe@googlegroups.com >>>>>>>>>>>More options: http://groups.google.com/group/ggplot2 >>>>>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>>-- >>>>>>>>Manuel Spínola, Ph.D. >>>>>>>>Instituto Internacional en Conservación y Manejo de Vida Silvestre >>>>>>>>Universidad Nacional >>>>>>>>Apartado 1350-3000 >>>>>>>>Heredia >>>>>>>>COSTA RICA >>>>>>>>mspinola@una.ac.cr >>>>>>>>mspinola10@gmail.com >>>>>>>>Teléfono: (506) 2277-3598 >>>>>>>>Fax: (506) 2237-7036 >>>>>>>>Personal website: Lobito de río >>>>>>>>Institutional website: ICOMVIS >>>>>> >>>>>> >>>>>>-- >>>>>>Manuel Spínola, Ph.D. >>>>>>Instituto Internacional en Conservación y Manejo de Vida Silvestre >>>>>>Universidad Nacional >>>>>>Apartado 1350-3000 >>>>>>Heredia >>>>>>COSTA RICA >>>>>>mspinola@una.ac.cr >>>>>>mspinola10@gmail.com >>>>>>Teléfono: (506) 2277-3598 >>>>>>Fax: (506) 2237-7036 >>>>>>Personal website: Lobito de río >>>>>>Institutional website: ICOMVIS >>>> >>>> >>>>-- >>>>Manuel Spínola, Ph.D. >>>>Instituto Internacional en Conservación y Manejo de Vida Silvestre >>>>Universidad Nacional >>>>Apartado 1350-3000 >>>>Heredia >>>>COSTA RICA >>>>mspinola@una.ac.cr >>>>mspinola10@gmail.com >>>>Teléfono: (506) 2277-3598 >>>>Fax: (506) 2237-7036 >>>>Personal website: Lobito de río >>>>Institutional website: ICOMVIS >> >> >>-- >>Manuel Spínola, Ph.D. >>Instituto Internacional en Conservación y Manejo de Vida Silvestre >>Universidad Nacional >>Apartado 1350-3000 >>Heredia >>COSTA RICA >>mspinola@una.ac.cr >>mspinola10@gmail.com >>Teléfono: (506) 2277-3598 >>Fax: (506) 2237-7036 >>Personal website: Lobito de río >>Institutional website: ICOMVIS-- Manuel Spínola, Ph.D. Instituto Internacional en Conservación y Manejo de Vida Silvestre Universidad Nacional Apartado 1350-3000 Heredia COSTA RICA mspinola@una.ac.cr mspinola10@gmail.com Teléfono: (506) 2277-3598 Fax: (506) 2237-7036 Personal website: Lobito de río Institutional website: ICOMVIS [[alternative HTML version deleted]]
Manuel Spínola
2011-Apr-03 20:51 UTC
[R] another question on shapefiles and geom_point in ggplot2
Thank you very much Felipe, Did you see the solution from ahmadou dicko? He doesn?t use gpclibPermit() I have another option but I cannot get the right fill for the id. See attached map. ai_biotica = readOGR(dsn="C:/ProyectosRespacial/ICE/SIG_Biotica_PHED", layer="AI_BIOTICA_010411_CRTM05") str(ai_biotica) # fortify to get the data fortify.ai_biotica <- fortify.SpatialPolygonsDataFrame(ai_biotica,region='Area_Influ') names(fortify.ai_biotica) str(fortify.ai_biotica) levels(fortify.ai_biotica$group) # mapa ggplot(fortify.ai_biotica, aes(x = long, y=lat, group = group)) + geom_polygon(colour = "black", fill = NA) geo = read.csv("riqueza_out.csv", sep = ",", header = T) names(geo) str(geo) summary(geo) # mapa con riqueza p = ggplot(geo, aes(x, y)) p + geom_point(aes(size = ACE, colour = ACE)) + theme_bw() + scale_size(name = "N?mero de especies", breaks = c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20)) + scale_colour_gradientn(name = 'N?mero de especies', colours = heat.colors(10), breaks = c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20))+ xlab("Longitud") + ylab("Latitud") + opts(axis.text.x = theme_text(size = 8, vjust = 1)) + opts(axis.text.y = theme_text(size = 8, hjust = 1)) + geom_path(aes(x=long,y=lat,group=group, fill=id),data=fortify.ai_biotica) Best, Manuel On 03/04/2011 01:41 p.m., Felipe Carrillo wrote:> Manuel: > I changed your variable names from x to 'long' and y to 'lat' on the > riqueza_out.csv file. > The code below should do what you want. Also, since the legend title > is kind of long, I broke it > down into three lines so you can see more plot area. I am cc'ing the > other groups so more people > use it if needed. > library(rgdal) > library(ggplot2) > library(sp) > library(maptools) > gpclibPermit() > manuel <- readOGR(dsn=".", layer="AI_BIOTICA_010411_CRTM05") > names(manuel);dim(manuel) > slotNames(manuel) # look at the slot names > # add the 'id' variable to the shapefile and use it to merge both files > manuel at data$id <mailto:manuel at data$id> = rownames(manuel at data > <mailto:manuel at data>) > # convert shapefile to dataframe > manuel.df <- as.data.frame(manuel) > # fortify to plot with ggplot2 > manuel_fort <- fortify(manuel,region="id") > head(manuel_fort) > # Merge shapefile and the as.dataframe shapefile > manuel_merged <- join(manuel_fort,manuel.df, by ="id") > head(manuel_merged) > # Read in the csv file > manuel_points <- read.csv("riqueza_out.csv") > head(manuel_points);dim(manuel_points) > # fortify this one too for the points or else an error will ocurr > manuel_points <- fortify(manuel_points) > manuel_points > # Plot the shapefile and overlayed the points over it > p <- ggplot(manuel_merged, aes(long,lat,group=group)) + > geom_polygon(aes(data=manuel_merged,fill=Area_Influ)) + > geom_path(color="white") + theme_bw() # remove this if you don't > want black and white background > p + geom_point(data=manuel_points,aes(size=ACE,colour=ACE,group=NULL)) + > scale_size(name = "N?mero\nde\nespecies", breaks = c(2, 4, 6, 8, 10, > 12, 14, 16, 18, 20)) + > scale_colour_gradientn(name = 'N?mero\nde\nespecies', > colours = rainbow(6), breaks = c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20))+ > xlab("Longitud") + ylab("Latitud") + opts(axis.text.x = > theme_text(size = 8, vjust = 1)) + > opts(axis.text.y = theme_text(size = 8, hjust = 1)) > > > Felipe D. Carrillo > Supervisory Fishery Biologist > Department of the Interior > US Fish & Wildlife Service > California, USA > http://www.fws.gov/redbluff/rbdd_jsmp.aspx > > > *From:* Manuel Sp?nola <mspinola10 at gmail.com> > *To:* Felipe Carrillo <mazatlanmexico at yahoo.com> > *Sent:* Sat, April 2, 2011 11:22:24 PM > *Subject:* Re: another question on shapefiles and geom_point in > ggplot2 > > No problem, thank you very much Felipe. > > Best, > > Manuel > > On 03/04/2011 12:19 a.m., Felipe Carrillo wrote: >> I meant to send you this one..Let me clean up the code a little >> bit and >> I will send it to you,,,do you mind if I send it to you in the >> morning? >> Felipe D. Carrillo >> Supervisory Fishery Biologist >> Department of the Interior >> US Fish & Wildlife Service >> California, USA >> http://www.fws.gov/redbluff/rbdd_jsmp.aspx >> >> >> *From:* Manuel Sp?nola <mspinola10 at gmail.com> >> *To:* Felipe Carrillo <mazatlanmexico at yahoo.com> >> *Sent:* Sat, April 2, 2011 11:15:28 PM >> *Subject:* Re: another question on shapefiles and geom_point >> in ggplot2 >> >> Yes Felipe. That is the graph I was looking for. >> >> I got something closer but no like yours. How did you do it? >> >> Manuel >> >> On 03/04/2011 12:10 a.m., Felipe Carrillo wrote: >>> I was able to open them,,I am attaching a picture of the >>> graph I created..It's that what >>> you had in mind? >>> Felipe D. Carrillo >>> Supervisory Fishery Biologist >>> Department of the Interior >>> US Fish & Wildlife Service >>> California, USA >>> http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>> >>> >>> *From:* Manuel Sp?nola <mspinola10 at gmail.com> >>> *To:* Felipe Carrillo <mazatlanmexico at yahoo.com> >>> *Sent:* Sat, April 2, 2011 10:35:51 PM >>> *Subject:* Re: another question on shapefiles and >>> geom_point in ggplot2 >>> >>> It should be. I am sending them again. >>> >>> Manuel >>> >>> On 02/04/2011 10:23 p.m., Felipe Carrillo wrote: >>>> Manuel: >>>> I can't open the shapefile, is this the original one? >>>> Is the csv file the one that you are trying to overlay >>>> on top of the shapefile? >>>> Felipe D. Carrillo >>>> Supervisory Fishery Biologist >>>> Department of the Interior >>>> US Fish & Wildlife Service >>>> California, USA >>>> http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>>> >>>> >>>> *From:* Manuel Sp?nola <mspinola10 at gmail.com> >>>> *To:* Felipe Carrillo <mazatlanmexico at yahoo.com> >>>> *Sent:* Sat, April 2, 2011 6:14:09 PM >>>> *Subject:* Re: another question on shapefiles and >>>> geom_point in ggplot2 >>>> >>>> Files attached. >>>> >>>> >>>> On 02/04/2011 07:04 p.m., Felipe Carrillo wrote: >>>>> If you want individual points overlayed on the >>>>> shapefile, you need to add another variable to it >>>>> before you fortify it. >>>>> After you fortify merge both the fortified dataset >>>>> and the original shapefile. Go ahead and post your >>>>> shapefile to see if >>>>> I can figure it out. Do you just want the points >>>>> or want text also? >>>>> Felipe D. Carrillo >>>>> Supervisory Fishery Biologist >>>>> Department of the Interior >>>>> US Fish & Wildlife Service >>>>> California, USA >>>>> http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>>>> >>>>> >>>>> *From:* Manuel Sp?nola <mspinola10 at gmail.com> >>>>> *To:* Felipe Carrillo <mazatlanmexico at yahoo.com> >>>>> *Sent:* Sat, April 2, 2011 5:24:02 PM >>>>> *Subject:* Re: another question on shapefiles >>>>> and geom_point in ggplot2 >>>>> >>>>> Hi Felipe, >>>>> >>>>> I did the same thing that I am trying know, >>>>> attached is how it looks. >>>>> >>>>> Best, >>>>> >>>>> Manuel >>>>> >>>>> On 02/04/2011 06:09 p.m., Felipe Carrillo wrote: >>>>>> Manuel: >>>>>> I did something similar a few weeks ago,,If >>>>>> you post your shapefile and describe what you are >>>>>> expecting I might be able to help.. >>>>>> Felipe D. Carrillo >>>>>> Supervisory Fishery Biologist >>>>>> Department of the Interior >>>>>> US Fish & Wildlife Service >>>>>> California, USA >>>>>> http://www.fws.gov/redbluff/rbdd_jsmp.aspx >>>>>> >>>>>> >>>>>> *From:* Manuel Sp?nola <mspinola10 at gmail.com> >>>>>> *To:* "ggplot2 at googlegroups.com" >>>>>> <ggplot2 at googlegroups.com> >>>>>> *Sent:* Sat, April 2, 2011 12:01:56 PM >>>>>> *Subject:* another question on shapefiles >>>>>> and geom_point in ggplot2 >>>>>> >>>>>> Dear list members, >>>>>> >>>>>> This is a different question from my >>>>>> previous post. >>>>>> I handle to read my shapefile with >>>>>> ggplot2 following >>>>>> https://github.com/hadley/ggplot2/wiki/plotting-polygon-shapefiles >>>>>> >>>>>> p = ggplot(ai_biotica.df, >>>>>> aes(long,lat,group=group,fill=Area_Influ)) + >>>>>> geom_polygon() + >>>>>> geom_path(color="white") + >>>>>> coord_equal() >>>>>> >>>>>> I got a nice map. >>>>>> >>>>>> Now I want to plot some point with >>>>>> geom_point but I got an error. >>>>>> >>>>>> > p + geom_point(geo, aes(size = ACE, >>>>>> colour = ACE)) + scale_size(name >>>>>> "N?mero de especies", breaks = c(2, 4, 6, >>>>>> 8, 10, 12, 14, 16, 18, 20)) + >>>>>> scale_colour_gradientn(name = 'N?mero de >>>>>> especies', colours = rainbow(6), breaks >>>>>> c(2, 4, 6, 8, 10, 12, 14, 16, 18, 20))+ >>>>>> xlab("Longitud") + ylab("Latitud") + >>>>>> opts(axis.text.x = theme_text(size = 8, >>>>>> vjust = 1)) + opts(axis.text.y >>>>>> theme_text(size = 8, hjust = 1)) >>>>>> Error: ggplot2 doesn't know how to deal >>>>>> with data of class uneval >>>>>> >>>>>> Best, >>>>>> >>>>>> Manuel >>>>>> >>>>>> -- >>>>>> *Manuel Sp?nola, Ph.D.* >>>>>> Instituto Internacional en Conservaci?n y >>>>>> Manejo de Vida Silvestre >>>>>> Universidad Nacional >>>>>> Apartado 1350-3000 >>>>>> Heredia >>>>>> COSTA RICA >>>>>> mspinola at una.ac.cr >>>>>> mspinola10 at gmail.com >>>>>> Tel?fono: (506) 2277-3598 >>>>>> Fax: (506) 2237-7036 >>>>>> Personal website: Lobito de r?o >>>>>> <https://sites.google.com/site/lobitoderio/> >>>>>> Institutional website: ICOMVIS >>>>>> <http://www.icomvis.una.ac.cr/> >>>>>> -- >>>>>> You received this message because you are >>>>>> subscribed to the ggplot2 mailing list. >>>>>> Please provide a reproducible example: >>>>>> http://gist.github.com/270442 >>>>>> >>>>>> To post: email ggplot2 at googlegroups.com >>>>>> To unsubscribe: email >>>>>> ggplot2+unsubscribe at googlegroups.com >>>>>> More options: >>>>>> http://groups.google.com/group/ggplot2 >>>>>> >>>>> >>>>> >>>>> -- >>>>> *Manuel Sp?nola, Ph.D.* >>>>> Instituto Internacional en Conservaci?n y >>>>> Manejo de Vida Silvestre >>>>> Universidad Nacional >>>>> Apartado 1350-3000 >>>>> Heredia >>>>> COSTA RICA >>>>> mspinola at una.ac.cr >>>>> mspinola10 at gmail.com >>>>> Tel?fono: (506) 2277-3598 >>>>> Fax: (506) 2237-7036 >>>>> Personal website: Lobito de r?o >>>>> <https://sites.google.com/site/lobitoderio/> >>>>> Institutional website: ICOMVIS >>>>> <http://www.icomvis.una.ac.cr/> >>>>> >>>> >>>> >>>> -- >>>> *Manuel Sp?nola, Ph.D.* >>>> Instituto Internacional en Conservaci?n y Manejo de >>>> Vida Silvestre >>>> Universidad Nacional >>>> Apartado 1350-3000 >>>> Heredia >>>> COSTA RICA >>>> mspinola at una.ac.cr >>>> mspinola10 at gmail.com >>>> Tel?fono: (506) 2277-3598 >>>> Fax: (506) 2237-7036 >>>> Personal website: Lobito de r?o >>>> <https://sites.google.com/site/lobitoderio/> >>>> Institutional website: ICOMVIS >>>> <http://www.icomvis.una.ac.cr/> >>>> >>> >>> >>> -- >>> *Manuel Sp?nola, Ph.D.* >>> Instituto Internacional en Conservaci?n y Manejo de Vida >>> Silvestre >>> Universidad Nacional >>> Apartado 1350-3000 >>> Heredia >>> COSTA RICA >>> mspinola at una.ac.cr >>> mspinola10 at gmail.com >>> Tel?fono: (506) 2277-3598 >>> Fax: (506) 2237-7036 >>> Personal website: Lobito de r?o >>> <https://sites.google.com/site/lobitoderio/> >>> Institutional website: ICOMVIS >>> <http://www.icomvis.una.ac.cr/> >>> >> >> >> -- >> *Manuel Sp?nola, Ph.D.* >> Instituto Internacional en Conservaci?n y Manejo de Vida >> Silvestre >> Universidad Nacional >> Apartado 1350-3000 >> Heredia >> COSTA RICA >> mspinola at una.ac.cr >> mspinola10 at gmail.com >> Tel?fono: (506) 2277-3598 >> Fax: (506) 2237-7036 >> Personal website: Lobito de r?o >> <https://sites.google.com/site/lobitoderio/> >> Institutional website: ICOMVIS <http://www.icomvis.una.ac.cr/> >> > > > -- > *Manuel Sp?nola, Ph.D.* > Instituto Internacional en Conservaci?n y Manejo de Vida Silvestre > Universidad Nacional > Apartado 1350-3000 > Heredia > COSTA RICA > mspinola at una.ac.cr > mspinola10 at gmail.com > Tel?fono: (506) 2277-3598 > Fax: (506) 2237-7036 > Personal website: Lobito de r?o > <https://sites.google.com/site/lobitoderio/> > Institutional website: ICOMVIS <http://www.icomvis.una.ac.cr/> >-- *Manuel Sp?nola, Ph.D.* Instituto Internacional en Conservaci?n y Manejo de Vida Silvestre Universidad Nacional Apartado 1350-3000 Heredia COSTA RICA mspinola at una.ac.cr mspinola10 at gmail.com Tel?fono: (506) 2277-3598 Fax: (506) 2237-7036 Personal website: Lobito de r?o <https://sites.google.com/site/lobitoderio/> Institutional website: ICOMVIS <http://www.icomvis.una.ac.cr/> -------------- next part -------------- A non-text attachment was scrubbed... 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