Author

Michaël

Published

2024-11-06

Modified

2024-11-06

A photo of Valley of the roses in Morocco — Valley of the roses – CC-BY-NC-ND by Riccardo Maria Mantero

Day 6 of 30DayMapChallenge: « Raster » (previously).

What was the temperature at your birth place when you were born?

Copernicus provides many climate datasets. We can use ERA5 post-processed daily statistics on single levels from 1940 to present to display the weather on your birth date.

Some packages help to download and manipulate ERA5 data ({KrigR}, {Ag5Tools}, {ecmwfr}, or directly by the CDS API,…) but for this one shot, we’ll do a manual download from the web interface.

You need to create a (free) account first.

Then we can chose the product:

Reanalysis
2m temperature
Date : 1970 / January / 01 (for example)
Daily mean
1-hourly

Data

library(terra)

temperature <- rast("65361bd1333e205e6e593c9179183e4a.nc") |> 
  rotate()

temperature <- temperature - 273.15
crs(temperature) <- "+proj=longlat"
temperature <- project(temperature, "+proj=eqearth")

Map

plot(temperature,
     main = "Mean temperature on 1970-01-01",
     axes = FALSE,
     col = map.pal("magma"))

Map of mean temperature at 2 m on 1970-01-01 — Figure 1: Mean temperature at 2 m on 1970-01-01 from ERA5

---
title: "Birth date temperature"
description: "Day 6 of 30DayMapChallenge. Raster"
author: "Michaël"
date: "2024-11-06T00:00:00"
date-modified: last-modified
categories:
  - R
  - spatial
  - datavisualization
  - 30DayMapChallenge
draft: false
freeze: true
editor_options:
  chunk_output_type: console
chunk_output_type: console
execute:
  eval: true
---

```{r}
#| label: preview
#| echo: false
#| fig-cap: "Valley of the roses -- CC-BY-NC-ND by Riccardo Maria Mantero"
#| fig-alt: "A photo of Valley of the roses in Morocco"
#| fig-link: https://www.flickr.com/photos/ljsilver71/48978744548
#| class-output: "preview-image"
#| out-width: "100%"

knitr::include_graphics("images/48978744548_7b699b5e55_c.jpg")
```

Day 6 of [30DayMapChallenge](https://30daymapchallenge.com/): « Raster » ([previously](/#category=30DayMapChallenge)).

What was the temperature at your birth place when you were born?

Copernicus [provides many climate datasets](https://cds.climate.copernicus.eu/datasets).
We can use [ERA5 post-processed daily statistics on single levels from 1940 to present](https://cds.climate.copernicus.eu/datasets/derived-era5-single-levels-daily-statistics?tab=download) to display the weather on your birth date.

Some packages help to download and manipulate ERA5 data ({KrigR}, {Ag5Tools}, {ecmwfr}, or directly by the CDS API,...) but for this one shot, we'll do a manual download from the web interface.

You need to create a (free) account first.

Then we can chose the product:

-   Reanalysis
-   2m temperature
-   Date : 1970 / January / 01 (for example)
-   Daily mean
-   1-hourly

# Data

```{r}
library(terra)

temperature <- rast("65361bd1333e205e6e593c9179183e4a.nc") |> 
  rotate()

temperature <- temperature - 273.15
crs(temperature) <- "+proj=longlat"
temperature <- project(temperature, "+proj=eqearth")
```

# Map

```{r}
#| label: fig-map
#| fig-cap: "Mean temperature at 2 m on 1970-01-01 from ERA5"
#| fig-alt: "Map of mean temperature at 2 m on 1970-01-01"
#| out-width: "100%"

plot(temperature,
     main = "Mean temperature on 1970-01-01",
     axes = FALSE,
     col = map.pal("magma"))
```