milos-agathon
Data analyst & Top 10 dataviz & R contributor on Twitter according to NodeXL
Booking.comThe Hague, Netherlands
Pinned Repositories
3d-forest-height-maps
In this tutorial, I will show you how to use ggplot2 and rayshader in R to make powerful 3D maps of forest canopy height using the ETH Global Canopy Height dataset
3d-forest-map-ggplot2
This repo shares the ultimate guide to making cool 3D maps with rayshader and ggplot2 in R
3d-forest-type-map
In this repo, you will learn how to create wonderful 3D forest-type maps with rayshader in R. We will create a 3D elevation mapped overlayed with an image of forest-type values derived from the Copernicus Global Land Cover project, which provides a harmonized and high-resolution classification and mapping of land cover types across the globe.
3d-land-cover-map
Learn how to harness the power of ESRI Living Atlas of the World Sentinel-2 Global Land Cover data at an incredible 10m resolution to create ultra-crisp 3D elevation and land cover maps using rayshader in R
3d-river-maps
Explore the capabilities of the `rayshader` package in R with my new tutorial. I'll guide you through the process of creating detailed 3D elevation and river maps for any country. This step-by-step tutorial is perfect for anyone looking to enhance their mapping skills with powerful visualization tools. ๐๐ฅ๏ธ
3d-vintage-topo-maps
In this repo, Iโll show you how to use rayshader in R to transform old 3D topo maps into 3D topo maps
crisp-topographical-map-with-r
In this repo, I'll show you how to programatically access satellite imagery from several APIs to create such a map of Italy. We will use a single interface to query the data without even downloading raster data to your local drive ๐ฒ. For a tutorial please visit https://milospopovic.net/crisp-topography-map-with-r/
map-rivers-with-sf-and-ggplot2-in-R
Let's make a pretty map of European rivers using the Global River Classification dataset ๐ง๐ผโ๐ป Check the full tutorial at https://milospopovic.net/map-rivers-with-sf-and-ggplot2-in-r/
mapping-river-basins-with-r
In this tutorial, I will show you how to use HydroSHEDS data to create a beautiful and informative map of Brazilโs river basins. You will learn how to download, process and visualize the HydroSHEDS data
wind_map
This repo visualizes the wind streamlines and speed
milos-agathon's Repositories
milos-agathon/3d-forest-type-map
In this repo, you will learn how to create wonderful 3D forest-type maps with rayshader in R. We will create a 3D elevation mapped overlayed with an image of forest-type values derived from the Copernicus Global Land Cover project, which provides a harmonized and high-resolution classification and mapping of land cover types across the globe.
milos-agathon/3d-forest-map-ggplot2
This repo shares the ultimate guide to making cool 3D maps with rayshader and ggplot2 in R
milos-agathon/3d-forest-height-maps
In this tutorial, I will show you how to use ggplot2 and rayshader in R to make powerful 3D maps of forest canopy height using the ETH Global Canopy Height dataset
milos-agathon/map-rivers-with-sf-and-ggplot2-in-R
Let's make a pretty map of European rivers using the Global River Classification dataset ๐ง๐ผโ๐ป Check the full tutorial at https://milospopovic.net/map-rivers-with-sf-and-ggplot2-in-r/
milos-agathon/3d-river-basin-map
In this repo, you will learn how to create stunning 3D maps of river basins using rayshader in R
milos-agathon/3d-city-buildings
Have you ever wondered how to make realistic and beautiful 3D maps of your favorite cities using open data and R? In this repo, I will show you how to use Bing Maps Global Building Footprint data, which contains over 1.2 BILLION building polygons across 200 countries, to create a crisp and effective 3D map of New York City with R, ggplot2, and
milos-agathon/mapping-air-pollution
In this tutorial, you will learn how to interpolate the air poluttion index (AQI) data points and create beautiful 2D and 3D choropleth maps using ggplot2 and rayshader in R
milos-agathon/isochrone_maps
In this repo, I will show you how to create interactive and static isochrone maps in R using openrouteservice, leaflet, and ggplot2.
milos-agathon/map-uninhabited-areas
In this repo, you will learn how to use the Global Human Settlement Layer (GHSL) population data to map the uninhabited areas of the world using R and ggplot2. The GHSL population data is a high-resolution gridded
milos-agathon/3d-digital-elevation-maps
This repo show you how to make realistic and crisp 3D digital elevation maps of any location, area or country in the world using elevatr, rayshader and rayvista packages in R ๐ง๐ผโ๐ป
milos-agathon/visualize-poverty-r
THis repo will show how to download the NASA GRDI data, which is a global index of deprivation for each pixel on Earth Use the terra package to read and manipulate spatial data in R Use the zonal function to calculate the average deprivation for each state in India Use ggplot2 and rayshader to create beautiful 2D and 3D maps of poverty in India
milos-agathon/3D-maps-with-sf-and-ggplot2-in-r
This repo show you how to make a crisp 3D map of forest cover height in Brazil using satellite data ๐ง๐ผโ๐ป Check the full tutorial at https://milospopovic.net/map-rivers-with-sf-and-ggplot2-in-r/
milos-agathon/earthquake-map-rgee
In this repo, I will show you how to set up Google Earth Engine in R and use it to visualize earthquake data from around the world.
milos-agathon/make-your-3d-city
In this repo, I will show you how to use LiDAR and orthophoto data to create a stunning 3D city map using rayshader in R
milos-agathon/mapping-wind-wtih-r
In this repo, I will teach you how to make beautiful maps of wind streamlines with R. Wind streamlines are curves that show the direction and speed of the wind at different points on the Earth. They can help us understand the weather and climate better.
milos-agathon/sicss-gis-with-r
This repo serves as the basis for my SICSS talk on "GIS and Spatial Analysis with R" and provides a comprehensive guide to using R for GIS and spatial analysis. The focus of the repository is on utilizing the Uppsala Conflict Data Program's Georeferenced Event Dataset (UCDP GED) to analyze and visualize the war in Ukraine throughout the year 2022.
milos-agathon/swipe-maps-nightlight
In this repo, I will show you how to make before/after swipe maps of nighttime lights using shiny in R. We will use the VIIRS data from the Earth Observation Group (EOG) to create the swipe maps of Ukraine's nighttime lights before and after the onset of war in 2022.
milos-agathon/visualizing-tree-cover-loss
This repo demonstrates how to apply zonal statistics to Sentinel-2 10m Land Use/Land Cover Time Series satellite data to compute and visualize tree cover change between 2018 and 2022 using R.
milos-agathon/animated-fire-map
In this repo, I will show you how to use R to access, process, and animate NASAโs Fire Information for Resource Management System (FIRMS) data
milos-agathon/animated-raster-maps
In this tutorial, we'll delve into the fascinating realm of geospatial data and time-lapse mapping using GHSL - Global Human Settlement Layer and R's ggplot2 and gifski packages to create a captivating population map of Istanbul (1975-2030).
milos-agathon/visualize-temperature-with-r
This repo will show you how to access Copernicus Climate Data Store API through KrigR package in R, retrieve climate data and create powerful static and animated visualizations
milos-agathon/zonal-statistics-classes
In this step-by-step guide, I will show you how to unlock the incredible potential of MODIS satellite data and harness the analytical power of R to run and visualize zonal statistics of land cover classes.
milos-agathon/create-railway-map-from-osm
Eager to use OpenStreetMap country-level data from GeoFabrik to create pretty maps but didn't know how? This repo shows 2 ways to download, process and map OSM data
milos-agathon/hex-map-co2-emissions-with-r
Hex maps offer more natural movement, better representation of distance, better space utilization, and a more realistic representation and in this tutorial, you will learn how to make them in R using #ggplot2 and #rayshader. #rstats
milos-agathon/tree-cover-change
Script for assessing tree cover change in the boreal region of Canada
milos-agathon/how-i-make-eurostat-maps
THis tutorial opens the doors for you to make any map based on Eurostat regional data
milos-agathon/inset-graphs-within-maps
With precision and clarity, this tutorial showcases the step-by-step process of crafting crisp and visually compelling inset graphs that seamlessly integrate with maps in R. By harnessing the power of the Global Health Observatory data via API, you will unlock a wealth of valuable insights to present and analyze global health trends.
milos-agathon/animate-bubble-maps
In this tutorial, I'll guide you through the step-by-step process of visualizing the devastating impact of the Syrian civil war using data on civilian fatalities. Using R's powerful data visualization libraries, ggplot2 and gganimate, we'll bring the data to life by creating an engaging and informative animated bubble map.
milos-agathon/Hospital_Location_Allocation-
Repository for the hospital location allocation project
milos-agathon/population_density_india