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I have a similar case where one of my species category (lets assume Gentoo) has only lenght measurements. When I plot I get depth and length labeling to appear under Gentoo but actually there is no depth barplot. How can I tell R Studio to delete the depth barplot for that specific Gentoo species? Thanks in advance

I used following code to add label and label appears in snippet but whenever i use render_highquality, the text label don't appear and is replaced by rectangular box with black color in place of text. i.imgur.com/enW9d47.png render_label(elev_matrix, lat =27.663, long =85.29765, extent=attr(elev_img, "extent"), freetype=T, zscale = 6, text = "My label", textcolor = "Black" dashed = F, textsize = 1, linewidth = 2, linecolor="Darkorange")

Did i miss something in tutorial ? How that 400 meter ( 1/4th mile) was calcualted ?

Been doing this and at only at 58:24 you just mentioned you are on Macbook Pro. hahaha

What’s the difference between the matrix size and the high quality render size(width/height)?

What an amazing package.

Do you have a guide to this?

Thank you very much... this was very helpful

Hi Spencer! Thank you very much for your amazing tutorial! I would like to try this. However, I need your help :) In the beginning, you downloaded the states with "tigris" package, but as I understand this is special for the USA. So, how can I download it to Turkey's states? Could you help me, please? Because I am a beginner at this.. Many thanks.. Medine

So amazing! I was wondering if you ever use the threejs package in R to show these datasets on a global 3d map. I have been trying to translate these datasets with that package but I have been having a difficult time. So if you are familiar, I would love to see a tutorial on that!

Amazing work, thank you.

the states function we use from tigris package only loads the states of USA. is there any similar package for India? or how do we go about it while plotting the map of India?

Wow. Cool Stuff. Impressive. Thank you.

Can these be done on Python? I have started to learn Python. Again learning a new language might not be possible for me at this point in life 😢

can we put some gpu acceleration on this? my cpu is dying

thank you so much for this! is there any way to make three levels??

Great tutorial. You can use ggview package to check the right size of graph before saving it. Cheers.

nice one. I tried it but it keeps printing 127 with no auditable feedback

i am getting error like admin is not found

Very easy to follow along.

hello friend I have tried many time to run wineries but it's always end in fail. I don't know how to fix this. 18:00

your voice is so small. please provide the video with good quality of audio either

I can't render in high quality. Tried after updating rayshader & rayrender, still didn't work! > render_highquality( + filename = "images/test_plot.png" + ) Error in rayrender::obj_model(cache_filename, x = -bbox_center[1], y = -bbox_center[2], : unused argument (texture = TRUE)

It's awesome!!!

Great video. I am a beginner in mapping and plotting with R, so I was wondering - is this possible for non-count data? Lets say you wanted to make the same map but with litres of wine produced per cell/geographic area. I'm assuming you'd need an assigned value to each point and somehow sum all point values within each geographic boundary. Is it possible at all or do you have to use another type of method to produce the same maps?

Hi there, I have just started the tutorial and noticed that the memory usage increases to 6GB or more when reading the data. Is it necessary to have a good CPU and RAM for this tutorial? (my system specs: i5, 4 cores, 16GB RAM.)

can you please make the kontur rayshader plot using the same data in this video?

Que buen material. Espero con ansias el video y los datos que utilizas para replicarlo

Thank you so much. I am taking the approach for applications in the oil and gas industry. Could you please show me how to keep the contour of the state map plotted? thanks

Please upload video of some small country, the Florida data you did on another video my laptop couldn't process that.

What an amazing visualization! This inspired me to make my own visualization. Everything is going well when i working with maps that have width > height, i can get the visualization. But when i'm working with maps that have height > width, i got an error in ph_rast <- st_rasterize(st_ph, nx = floor(size * w_ratio), ny = floor(size * h_ratio)) it's say "Error in UseMethod("units") : no applicable method for 'units' applied to an object of class "c('double', 'numeric')" i really appreciate it if u could help me with this error. Thanks!

Hi Spencer, Thanks a lot for the great video and template code. I ran a few examples and that worked fine. Of course, always time-consuming to find the ideal angles / lighting and resolutions while avoiding crashes. I would have a question related to the height and width. You mention that the unit is in meters based on st_crs(data), but I have some doubts. For Switzerland I get height = 325'262.5m, but Switzerland is only roughly 220km North-South. Could you please clarify?

Hi, I am getting error while I am executing the st_read() for gpkg file of France's population. " The source could be corrupt or not supported. See `st_drivers()` for a list of supported formats. " Can anyone please tell me how to fix this error? Thank You.

Thank you very much! I'm trying to make a map of Israel but I'm having some difficulties. First : Warning in matrix(israel_rast, nrow = floor(size * w_ratio), ncol = floor(size * : data length [30] is not a sub-multiple or multiple of the number of rows [994] and then: > mat |> + height_shade() |> + plot_3d(heightmap = mat) Error: vector memory exhausted (limit reached?) What should i do?

Reading (data <-st_read) layer population not working, Could anyone help me.

Hi Spencer, It gives the warning --> package ‘MetBrewer’ was built under R version 4.2.3 What should I do.

Hi Spencer, great tutorial. Im getting the following error on Win 11: mat |> + height_shade(texture=texture) |> + plot_3d(heightmap = mat, + zscale = 6, + background = "#fff8f2", + solid="FALSE", + shadowdepth=0 + ) Error in solid && !triangulate : invalid 'x' type in 'x && y' In addition: Warning messages: 1: 'rgl.surface' is deprecated. Use 'surface3d' instead. See help("Deprecated") 2: 'rgl.viewpoint' is deprecated. Use 'view3d' instead. See help("Deprecated")

Thank you so much! Amazing content. Your code works perfectly on my windows environment but could not finalise on my Mac. At the last point when I try to visualise and save the output I am getting the following error, I tried literally everything but could not succeed. Any ideas/suggestions? Thanks! Error in render_highquality(filename = outfile, interactive = FALSE, lightdirection = 280, : No rgl window currently open.

awesome tutorials sir, What it alternative for tigers package for Indian states.

when executing: mat |> height_shade(texture = texture)|> plot_3d(heightmap = mat, zscale = 80, solid = FALSE, shadowdepth = 0) I get this: Warning messages: 1: 'rgl.surface' is deprecated. Use 'surface3d' instead. See help("Deprecated") 2: 'rgl.viewpoint' is deprecated. Use 'view3d' instead. See help("Deprecated") 3: 'rgl.triangles' is deprecated. Use 'triangles3d' instead. See help("Deprecated") have R 4.2.3 installed... and remotes rayshader... any ideas?

Hello can you help me how to correct this error? Error in rayrender::obj_model(cache_filename, x = -bbox_center[1], y = -bbox_center[2], : unused argument (texture = TRUE)

Awesome 👏🏻 thanks. Could you do at some point a tutorial how to additionally add mountain reliefs? Living in Switzerland so that would be pretty cool

Awesome content. How would you label/identify with text on the map the cities of florida? Thanks

Please help me, I'm unable to load the data after downloading into Rstudio.

Hello everyone. If you guys are working on Windows with R 4.2 and the Rstudio crashes/terminates when you run mat |> height_shade(texture = texture) |> plot_3d(heightmap = mat, zscale = 100 ) Then you should use solid = FALSE in the above function and Rstudio would not terminate. So, use the function mat |> height_shade(texture = texture) |> plot_3d(heightmap = mat, zscale = 100, solid = FALSE, ) This problem could be specific to operating system and/or Rstudio/R version. But both I and my colleague faced this issue and it was a working fix. Lastly, great work @Spencer Schien. Wonderful video, keep up the good work.

Hello Spencer, like Tigris package is specifically for US Shapefile. Can you help me with the package solely for Indian shapefile?

Thanks so much for your tutorials, it's been amazing learning 3d viz in R with them!

This is amazing. Can you making a video of converting ggplot to 3d using rayshader. I was trying to convert pie chart but was facing this error (Discrete value supplied to continuous scale). Thanks in advance

You are amazing, great project!!!! And thank you to share your knowledge

Is anyone familiar with the following ERROR: Error in c.units(x = nx[[1L]], y = ny[[1L]]) : units are not convertible, and cannot be mixed; try setting units_options(allow_mixed = TRUE)?