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added elevation data checks
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ThomasHalwax committed Feb 16, 2020
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Expand Up @@ -26,13 +26,13 @@ Since we mentioned Austria's Open Data initiative we will use the [DEM of Austri

### Inspecting the data

Let's see what we have got so far by starting the container and run rasterio in order to collect some information. We'll start the docker container and mount our folder ```/Users/thomas/Development/geodata/ogd-10m-at``` that contains the GeoTIFF to the folder ```/opt/dem```. ```rio``` is the name of the image (see section #Tools) and we execute the shell ```sh```.
Let's see what we have got so far by starting the container and run rasterio in order to collect some information. We'll start the docker container and mount our folder ```/Users/thomas/Development/geodata/ogd-10m-at``` that contains the GeoTIFF to the folder ```/opt/dem```. ```rio``` is the name of the image (see section #Tools) and we execute the shell ```bash```.

```shell
docker run --rm -it -v /Users/thomas/Development/geodata/ogd-10m-at:/opt/dem rio bash
```

All commands are now executed inside the container. We change into folder ```/opt/dem``` and execute _rasterio_ to get same basic information:
__All commands are now executed inside the container__. We change into folder ```/opt/dem``` and execute _rasterio_ to get some basic information:

```shell
rio info --indent 2 dhm_at_lamb_10m_2018.tif
Expand Down Expand Up @@ -190,6 +190,8 @@ This is going to take a few minutes and after it's done we can call ```rio info`
}
```

OK, the _Coordinate Reference System_ (CRS) has changed to _EPSG:3857_. Due to the reprojection, the resolution increased from 10x10m to 14.85x14.85m.

By using [QGIS](https://qgis.org) we can visualize our greyscale data. The areas around Austria are _No Data _ areas.

![DEM Visualization of Austria](images/DHM-Austria.png)
Expand All @@ -215,4 +217,29 @@ The image below shows the elevation data encoded in RGB values. The _No Data_ ar

![DEM Visualization of Austria](images/DHM-Austria-RGB.png)

The artefacts in the alps need to be further examined, most likely they are already in the original data.
The artefacts in the alps need to be further examined, most likely they are already in the original data.

## Verifying the elevation data

In order to verify that all our steps did not change the elevation data too much, we're going to check some well-known heights. Vienna' Open data Initiative publishes a set of [proven elevation data](https://www.data.gv.at/katalog/dataset/stadt-wien_hhenfestpunktewien).

| Name | Lon Lat | proven | lambert | EPSG:3857 | EPSG:3857 RGB |
|------------------|----------|--------|---------|------------|---------------|
| 1180 Utopiaweg 1 | 16.299522929921253 48.2383409011934 | 333.406 | 333.0957 | 333.0957 | 333.0 |
| 1190 Höhenstraße | 16.289583084029545 48.2610837936095 | 403.356 | 403.1385 | 403.662 | 403.6
| 1010 Stephansplatz | 16.37255104738311 48.208694143314325 | 171.766 | 171.418 | 171.418 | 171.4 |
| 1070 Lindengasse 3 | 16.354641842524874 48.201276304040626 | 198.515 | 198.0624 | 198.2035 | 192.2 |
| 1220 Industriestraße 81 | 16.44120643847108 48.225003606677504 | 158.911 | 158.625 | 158.625 | 158.6 |

Unfortunately the other federal provinces of Austria do not provide open site datum.

## Tile pyramid






# References

* [Höhenfestpunkte Wien ('Vienna site datum')](https://www.data.gv.at/katalog/dataset/stadt-wien_hhenfestpunktewien) Datenquelle: Stadt Wien – https://data.wien.gv.at

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