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3D map with rayshader and ggplot2 in R

Milos Makes Maps
18.9K subscribers
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13K views 1 year ago 8 products
This tutorial shows you how to make POWERFUL spike maps of forest cover with rayshader and ggplot2 in R 0:00 Intro 2:19 Install rayshader & dependencies 6:32 Load packages 12:02 Get country polygon 18:40 Plot country polygon 18:56 Copernicus Global Land Cover website 21:21 Decipher URL structure 23:04 Cheat map 23:51 Sweden tiles 24:13 Make Sweden tile URLs 27:34 Download Sweden tiles 29:02 List of raster files 30:48 Raster files to mosaic 33:42 Plot raster mosaic 34:05 Crop raster mosaic 38:58 Plot cropped raster 39:18 Raster to dataframe 41:59 Breaks 45:29 Color palette in chroma.js 47:17 Create color palette 49:57 ggplot2 - main layer 55:59 ggplot2 - guides 01:00:05 ggplot2 - theme 01:11:18 ggplot2 - labs 01:12:51 Plot ggplot2 map 01:13:06 Access rayshader documentation 01:14:23 plot_gg documentation 01:20:36 Create scene in rayshader 01:24:35 Show scene - 1st attempt 01:26:19 Re-create scene in rayshader 01:30:25 Show scene - 2nd attempt  …...more
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Intro

0:00

Install rayshader & dependencies

2:19

Load packages

6:32

Get country polygon

12:02

Plot country polygon

18:40

Copernicus Global Land Cover website

18:56

Decipher URL structure

21:21

Cheat map

23:04

Sweden tiles

23:51

Make Sweden tile URLs

24:13

Download Sweden tiles

27:34

List of raster files

29:02

Raster files to mosaic

30:48

Plot raster mosaic

33:42

Crop raster mosaic

34:05

Plot cropped raster

38:58

Raster to dataframe

39:18

Breaks

41:59

Color palette in chroma.js

45:29

Create color palette

47:17

ggplot2 - main layer

49:57

ggplot2 - guides

55:59

ggplot2 - theme

1:00:05

ggplot2 - labs

1:11:18

Plot ggplot2 map

1:12:51

Access rayshader documentation

1:13:06

plot_gg documentation

1:14:23

Create scene in rayshader

1:20:36

Show scene - 1st attempt

1:24:35

Re-create scene in rayshader

1:26:19

Show scene - 2nd attempt

1:30:25

Render camera - 1st take

1:31:37

Show camera render - 1st take

1:32:15

Render camera - 2nd take

1:32:31

Show camera render - 2nd take

1:32:48

Render camera - 3rd take

1:33:16

Show camera render - 3rd take

1:34:07

Render camera - 4th take

1:34:35

Show camera render - 4th take

1:34:50

Access render_highquality documentation

1:35:21

render_highquality documentation

1:35:54

Render scene - default

1:40:50

Show 1st rendered map

1:44:03

Render scene - more light

1:45:24

Show 2nd rendered map

1:46:21

Light direction

1:47:21

Render scene - light direction

1:48:40

Show 3rd rendered map

1:49:12

Light altitude

1:49:40

Render scene - light altitude

1:52:45

Show 4th rendered map

1:53:29

Render scene - multiple arguments

1:54:33

Show the final rendered map

1:56:17

Show all rendered maps

1:57:36

BONUS: annotate maps

1:58:44

Display annotated maps

2:11:58

Closing

2:12:34
3D map with rayshader and ggplot2 in R
528Likes
13,515Views
2023Apr 27
This tutorial shows you how to make POWERFUL spike maps of forest cover with rayshader and ggplot2 in R 0:00 Intro 2:19 Install rayshader & dependencies 6:32 Load packages 12:02 Get country polygon 18:40 Plot country polygon 18:56 Copernicus Global Land Cover website 21:21 Decipher URL structure 23:04 Cheat map 23:51 Sweden tiles 24:13 Make Sweden tile URLs 27:34 Download Sweden tiles 29:02 List of raster files 30:48 Raster files to mosaic 33:42 Plot raster mosaic 34:05 Crop raster mosaic 38:58 Plot cropped raster 39:18 Raster to dataframe 41:59 Breaks 45:29 Color palette in chroma.js 47:17 Create color palette 49:57 ggplot2 - main layer 55:59 ggplot2 - guides 01:00:05 ggplot2 - theme 01:11:18 ggplot2 - labs 01:12:51 Plot ggplot2 map 01:13:06 Access rayshader documentation 01:14:23 plot_gg documentation 01:20:36 Create scene in rayshader 01:24:35 Show scene - 1st attempt 01:26:19 Re-create scene in rayshader 01:30:25 Show scene - 2nd attempt 01:31:37 Render camera - 1st take 01:32:15 Show camera render - 1st take 01:32:31 Render camera - 2nd take 01:32:48 Show camera render - 2nd take 01:33:16 Render camera - 3rd take 01:34:07 Show camera render - 3rd take 01:34:35 Render camera - 4th take 01:34:50 Show camera render - 4th take 01:35:21 Access render_highquality documentation 01:35:54 render_highquality documentation 01:40:50 Render scene - default 01:44:03 Show 1st rendered map 01:45:24 Render scene - more light 01:46:21 Show 2nd rendered map 01:47:21 Light direction 01:48:40 Render scene - light direction 01:49:12 Show 3rd rendered map 01:49:40 Light altitude 01:52:45 Render scene - light altitude 01:53:29 Show 4th rendered map 01:54:33 Render scene - multiple arguments 01:56:17 Show the final rendered map 01:57:36 Show all rendered maps 01:58:44 BONUS: annotate maps 02:11:58 Display annotated maps 02:12:34 Closing Check the full code in my GitHub repo: https://github.com/milos-agathon/3d-f... Follow my work on Instagram:   / milos_makes_maps   Let's connect on Twitter:   / milos_agathon   If you like my work, consider buying me a coffee: https://www.buymeacoffee.com/milospop... Music credits go to: ————————————————————————————————— Music : Way Home by Tokyo Music Walker Stream & Download : https://fanlink.to/tmw_way_home Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Onycs - Shine · [Ambient / Dreamy Background Music] "Everything seems to shine in this meditative state" - Onycs "Dj Quads - It just makes me happy" is under a Creative Commons license (CC BY-NC-SA 3.0) / @djquadsofficial Music promoted by BreakingCopyright: https://bit.ly/makes-me-happy-song "Alex Productions - Fashion" is under a Creative Commons (CC-BY 3.0) license Music promoted by BreakingCopyright: https://bit.ly/bkc-fashion Song: Sappheiros - Embrace (Vlog No Copyright Music) Music promoted by Vlog No Copyright Music. Video Link:    • Sappheiros - Embrace (Vlog No Copyrig...   —————————————————————————————————

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Milos Makes Maps

18.9K subscribers