elevatr


Nameelevatr JSON
Version 0.3.0 PyPI version JSON
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home_pagehttps://github.com/titouanlegourrierec/elevatr
SummaryA Python package to simplify downloading and processing elevation data.
upload_time2025-01-08 12:17:06
maintainerNone
docs_urlNone
authorTitouan Le Gourrierec
requires_python>=3.9
licenseNone
keywords
VCS
bugtrack_url
requirements matplotlib numpy pandas pyproj rasterio requests rioxarray tqdm
Travis-CI No Travis.
coveralls test coverage No coveralls.
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<a name="readme-top"></a>
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<h1 align="center">
  <br>
  <a href="https://github.com/titouanlegourrierec/elevatr"><img src="https://raw.githubusercontent.com/titouanlegourrierec/elevatr/main/assets/elv.png" alt="elevatr" width="120"></a>
  <br>
  elevatr
  <br>
</h1>

<h4 align="center">A Python package to simplify downloading and processing elevation data. </br>Enjoy exploring the heights of the world with <span style="color:#C49977">elevatr</span>! πŸ”οΈπŸš€</h4>

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<p align="center">
  <a href="https://pypi.org/project/elevatr/">
  <img src="https://img.shields.io/pypi/v/elevatr.svg"
    alt="PyPI Version">
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    alt="MIT License">
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    alt="CI status">
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  <img src="https://readthedocs.org/projects/elevatr/badge/?version=latest"
    alt="Docs status">
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    alt="Coverage">
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    alt="Code Style: Black">
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</p>

<p align="center">
    <br />
    <a href="https://elevatr.readthedocs.io/"><strong>Explore the docs Β»</strong></a>
    <br />
  </p>

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## πŸŒ„ Overview

`elevatr` is a Python library designed for downloading and processing elevation data. It is particularly useful for geospatial analyses and visualizations. The library supports high-resolution raster data and offers easy-to-use tools for displaying and exporting elevation information. πŸ—ΊοΈπŸ“Š

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## πŸ“¦ Installation

To install `elevatr`, run the following command:

```bash
pip install elevatr
```

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## πŸ› οΈ How To Use

### πŸ“₯ Download Elevation Data

Here is a simple example of how to use `elevatr` to download elevation data:

```python
import elevatr as elv

# Define the bounding box of the area of interest (min_lon, min_lat, max_lon, max_lat)
bbx = (-5.14, 41.33, 9.56, 51.09)

# Set the level of precision (between 0 and 14)
zoom = 6

# Access the elevation data
raster = elv.get_elev_raster(locations=bbx, zoom=zoom)
```
> **πŸ“ Note:**
> Please choose the zoom level incrementally, a high level of zoom on a large area can take a lot of time and memory.

### πŸ–ΌοΈ Display the elevation data:

```python
raster.show(cmap='terrain', clip_zero=True)
```
#### 🌍 Example output:
<div style="text-align: center;">
    <img src="https://raw.githubusercontent.com/titouanlegourrierec/elevatr/main/assets/raster_example.png" alt="alt text" width="50%">
</div>

### πŸ’Ύ Save to TIFF File

```python
raster.to_tif("elevation.tif")
```
Save your elevation data to a TIFF file for further use! πŸ—‚οΈβœ¨

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## 🌐 Data Sources

### List of Sources

The underlying data sources are a mix of:

- **[3DEP](http://nationalmap.gov/elevation.html)**: Formerly NED and NED Topobathy in the United States, 10 meters outside of Alaska, 3 meters in select land and territorial water areas.
- **[ArcticDEM](http://nga.maps.arcgis.com/apps/MapSeries/index.html?appid=cf2fba21df7540fb981f8836f2a97e25)**: Strips of 5 meter mosaics across all of the land north of 60Β° latitude, including Alaska, Canada, Greenland, Iceland, Norway, Russia, and Sweden.
- **[CDEM](http://geogratis.gc.ca/api/en/nrcan-rncan/ess-sst/c40acfba-c722-4be1-862e-146b80be738e.html)**: Canadian Digital Elevation Model in Canada, with variable spatial resolution (from 20-400 meters) depending on the latitude.
- **[data.gov.uk](http://environment.data.gov.uk/ds/survey/index.jsp#/survey)**: 2 meters over most of the United Kingdom.
- **[data.gv.at](https://www.data.gv.at/katalog/dataset/b5de6975-417b-4320-afdb-eb2a9e2a1dbf)**: 10 meters over Austria.
- **[ETOPO1](https://www.ngdc.noaa.gov/mgg/global/global.html)**: For ocean bathymetry, 1 arc-minute resolution globally.
- **[EUDEM](https://www.eea.europa.eu/data-and-maps/data/eu-dem#tab-original-data)**: In most of Europe at 30 meter resolution, including Albania, Austria, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Cyprus, Czechia, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Italy, Kosovo, Latvia, Liechtenstein, Lithuania, Luxembourg, Macedonia, Malta, Montenegro, Netherlands, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Slovenia, Spain, Sweden, Switzerland, and United Kingdom.
- **[Geoscience Australia's DEM of Australia](https://ecat.ga.gov.au/geonetwork/srv/eng/search#!22be4b55-2465-4320-e053-10a3070a5236)**: 5 meters around coastal regions in South Australia, Victoria, and Northern Territory.
- **[GMTED](http://topotools.cr.usgs.gov/gmted_viewer/)**: Globally, coarser resolutions at 7.5", 15", and 30" in land areas.
- **[INEGI](http://en.www.inegi.org.mx/temas/mapas/relieve/continental/)**: Continental relief in Mexico.
- **[Kartverket](http://data.kartverket.no/download/content/digital-terrengmodell-10-m-utm-33)**: Digital Terrain Model, 10 meters over Norway.
- **[LINZ](https://data.linz.govt.nz/layer/1768-nz-8m-digital-elevation-model-2012/)**: 8 meters over New Zealand.
- **[SRTM](https://lta.cr.usgs.gov/SRTM)**: Globally except high latitudes, 30 meters (90 meters nominal quality) in land areas.

### Data Sources per Zoom Level

| Zoom | Ocean | Land |
|------|-------|------|
| **0**  | `ETOPO1` | `ETOPO1` |
| **1**  | `ETOPO1` | `ETOPO1` |
| **2**  | `ETOPO1` | `ETOPO1` |
| **3**  | `ETOPO1` | `ETOPO1` |
| **4**  | `ETOPO1` | `GMTED` |
| **5**  | `ETOPO1` | `GMTED` |
| **6**  | `ETOPO1` | `GMTED` |
| **7**  | `ETOPO1` | `SRTM`, `NRCAN` in Canada, with `GMTED` in high latitudes above 60Β° |
| **8**  | `ETOPO1` | `SRTM`, `NRCAN` in Canada, with `GMTED` in high latitudes above 60Β° |
| **9**  | `ETOPO1` | `SRTM`, `NRCAN` in Canada, `EUDEM` in Europe, with `GMTED` in high latitudes above 60Β° |
| **10** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60Β°, `LINZ` in New Zealand, `Kartverket` in Norway |
| **11** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60Β°, `LINZ` in New Zealand, `Kartverket` in Norway |
| **12** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60Β°, `LINZ` in New Zealand, `Kartverket` in Norway |
| **13** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60Β°, `LINZ` in New Zealand, `Kartverket` in Norway |
| **14** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60Β°, `LINZ` in New Zealand, `Kartverket` in Norway |
| **15** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60Β°, `LINZ` in New Zealand, `Kartverket` in Norway |

> **πŸ“ Note:**
> Information about data sources is provided [here](https://github.com/tilezen/joerd/blob/master/docs/data-sources.md).

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## βš–οΈ License

Elevatr is licensed under the **MIT License**. This means you are free to use, modify, and distribute this software. However, the software is provided β€œas is”, without warranty of any kind.

## πŸ™ Acknowledgments

This package is inspired by the great [`elevatr`](https://github.com/USEPA/elevatr) package for the R language. It was this package that inspired me to create a similar package to ease access to this data for Python users.

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---

> GitHub [@titouanlegourrierec](https://github.com/titouanlegourrierec) &nbsp;&middot;&nbsp;
> Email [titouanlegourrierec@icloud.com](mailto:titouanlegourrierec@icloud.com)

            

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    "description": "<!---------------------------------------------->\n<a name=\"readme-top\"></a>\n<!---------------------------------------------->\n<h1 align=\"center\">\n  <br>\n  <a href=\"https://github.com/titouanlegourrierec/elevatr\"><img src=\"https://raw.githubusercontent.com/titouanlegourrierec/elevatr/main/assets/elv.png\" alt=\"elevatr\" width=\"120\"></a>\n  <br>\n  elevatr\n  <br>\n</h1>\n\n<h4 align=\"center\">A Python package to simplify downloading and processing elevation data. </br>Enjoy exploring the heights of the world with <span style=\"color:#C49977\">elevatr</span>! \ud83c\udfd4\ufe0f\ud83d\ude80</h4>\n\n<!---------------------------------------------->\n\n<p align=\"center\">\n  <a href=\"https://pypi.org/project/elevatr/\">\n  <img src=\"https://img.shields.io/pypi/v/elevatr.svg\"\n    alt=\"PyPI Version\">\n  </a>\n  <a href=\"https://github.com/titouanlegourrierec/elevatr/blob/main/LICENSE\">\n  <img src=\"https://img.shields.io/badge/License-MIT-green.svg\"\n    alt=\"MIT License\">\n  </a>\n  <a href=\"https://github.com/titouanlegourrierec/elevatr/actions/workflows/ci.yml\">\n  <img src=\"https://github.com/titouanlegourrierec/elevatr/actions/workflows/ci.yml/badge.svg\"\n    alt=\"CI status\">\n  </a>\n  <a href=\"https://elevatr.readthedocs.io/\">\n  <img src=\"https://readthedocs.org/projects/elevatr/badge/?version=latest\"\n    alt=\"Docs status\">\n  </a>\n  <a href=\"https://codecov.io/gh/titouanlegourrierec/elevatr\">\n  <img src=\"https://codecov.io/gh/titouanlegourrierec/elevatr/graph/badge.svg?token=zOM5QzMre6\"\n    alt=\"Coverage\">\n  </a>\n  <a href=\"https://github.com/psf/black\">\n  <img src=\"https://img.shields.io/badge/code%20style-black-000000.svg\"\n    alt=\"Code Style: Black\">\n  </a>\n</p>\n\n<p align=\"center\">\n    <br />\n    <a href=\"https://elevatr.readthedocs.io/\"><strong>Explore the docs \u00bb</strong></a>\n    <br />\n  </p>\n\n<!---------------------------------------------->\n\n## \ud83c\udf04 Overview\n\n`elevatr` is a Python library designed for downloading and processing elevation data. It is particularly useful for geospatial analyses and visualizations. The library supports high-resolution raster data and offers easy-to-use tools for displaying and exporting elevation information. \ud83d\uddfa\ufe0f\ud83d\udcca\n\n<!---------------------------------------------->\n\n## \ud83d\udce6 Installation\n\nTo install `elevatr`, run the following command:\n\n```bash\npip install elevatr\n```\n\n<!---------------------------------------------->\n\n## \ud83d\udee0\ufe0f How To Use\n\n### \ud83d\udce5 Download Elevation Data\n\nHere is a simple example of how to use `elevatr` to download elevation data:\n\n```python\nimport elevatr as elv\n\n# Define the bounding box of the area of interest (min_lon, min_lat, max_lon, max_lat)\nbbx = (-5.14, 41.33, 9.56, 51.09)\n\n# Set the level of precision (between 0 and 14)\nzoom = 6\n\n# Access the elevation data\nraster = elv.get_elev_raster(locations=bbx, zoom=zoom)\n```\n> **\ud83d\udcdd Note:**\n> Please choose the zoom level incrementally, a high level of zoom on a large area can take a lot of time and memory.\n\n### \ud83d\uddbc\ufe0f Display the elevation data:\n\n```python\nraster.show(cmap='terrain', clip_zero=True)\n```\n#### \ud83c\udf0d Example output:\n<div style=\"text-align: center;\">\n    <img src=\"https://raw.githubusercontent.com/titouanlegourrierec/elevatr/main/assets/raster_example.png\" alt=\"alt text\" width=\"50%\">\n</div>\n\n### \ud83d\udcbe Save to TIFF File\n\n```python\nraster.to_tif(\"elevation.tif\")\n```\nSave your elevation data to a TIFF file for further use! \ud83d\uddc2\ufe0f\u2728\n\n<!---------------------------------------------->\n\n## \ud83c\udf10 Data Sources\n\n### List of Sources\n\nThe underlying data sources are a mix of:\n\n- **[3DEP](http://nationalmap.gov/elevation.html)**: Formerly NED and NED Topobathy in the United States, 10 meters outside of Alaska, 3 meters in select land and territorial water areas.\n- **[ArcticDEM](http://nga.maps.arcgis.com/apps/MapSeries/index.html?appid=cf2fba21df7540fb981f8836f2a97e25)**: Strips of 5 meter mosaics across all of the land north of 60\u00b0 latitude, including Alaska, Canada, Greenland, Iceland, Norway, Russia, and Sweden.\n- **[CDEM](http://geogratis.gc.ca/api/en/nrcan-rncan/ess-sst/c40acfba-c722-4be1-862e-146b80be738e.html)**: Canadian Digital Elevation Model in Canada, with variable spatial resolution (from 20-400 meters) depending on the latitude.\n- **[data.gov.uk](http://environment.data.gov.uk/ds/survey/index.jsp#/survey)**: 2 meters over most of the United Kingdom.\n- **[data.gv.at](https://www.data.gv.at/katalog/dataset/b5de6975-417b-4320-afdb-eb2a9e2a1dbf)**: 10 meters over Austria.\n- **[ETOPO1](https://www.ngdc.noaa.gov/mgg/global/global.html)**: For ocean bathymetry, 1 arc-minute resolution globally.\n- **[EUDEM](https://www.eea.europa.eu/data-and-maps/data/eu-dem#tab-original-data)**: In most of Europe at 30 meter resolution, including Albania, Austria, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Cyprus, Czechia, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Italy, Kosovo, Latvia, Liechtenstein, Lithuania, Luxembourg, Macedonia, Malta, Montenegro, Netherlands, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Slovenia, Spain, Sweden, Switzerland, and United Kingdom.\n- **[Geoscience Australia's DEM of Australia](https://ecat.ga.gov.au/geonetwork/srv/eng/search#!22be4b55-2465-4320-e053-10a3070a5236)**: 5 meters around coastal regions in South Australia, Victoria, and Northern Territory.\n- **[GMTED](http://topotools.cr.usgs.gov/gmted_viewer/)**: Globally, coarser resolutions at 7.5\", 15\", and 30\" in land areas.\n- **[INEGI](http://en.www.inegi.org.mx/temas/mapas/relieve/continental/)**: Continental relief in Mexico.\n- **[Kartverket](http://data.kartverket.no/download/content/digital-terrengmodell-10-m-utm-33)**: Digital Terrain Model, 10 meters over Norway.\n- **[LINZ](https://data.linz.govt.nz/layer/1768-nz-8m-digital-elevation-model-2012/)**: 8 meters over New Zealand.\n- **[SRTM](https://lta.cr.usgs.gov/SRTM)**: Globally except high latitudes, 30 meters (90 meters nominal quality) in land areas.\n\n### Data Sources per Zoom Level\n\n| Zoom | Ocean | Land |\n|------|-------|------|\n| **0**  | `ETOPO1` | `ETOPO1` |\n| **1**  | `ETOPO1` | `ETOPO1` |\n| **2**  | `ETOPO1` | `ETOPO1` |\n| **3**  | `ETOPO1` | `ETOPO1` |\n| **4**  | `ETOPO1` | `GMTED` |\n| **5**  | `ETOPO1` | `GMTED` |\n| **6**  | `ETOPO1` | `GMTED` |\n| **7**  | `ETOPO1` | `SRTM`, `NRCAN` in Canada, with `GMTED` in high latitudes above 60\u00b0 |\n| **8**  | `ETOPO1` | `SRTM`, `NRCAN` in Canada, with `GMTED` in high latitudes above 60\u00b0 |\n| **9**  | `ETOPO1` | `SRTM`, `NRCAN` in Canada, `EUDEM` in Europe, with `GMTED` in high latitudes above 60\u00b0 |\n| **10** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60\u00b0, `LINZ` in New Zealand, `Kartverket` in Norway |\n| **11** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60\u00b0, `LINZ` in New Zealand, `Kartverket` in Norway |\n| **12** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60\u00b0, `LINZ` in New Zealand, `Kartverket` in Norway |\n| **13** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60\u00b0, `LINZ` in New Zealand, `Kartverket` in Norway |\n| **14** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60\u00b0, `LINZ` in New Zealand, `Kartverket` in Norway |\n| **15** | `ETOPO1`, `NED Topobathy` in California | `SRTM`, `data.gov.at` in Austria, `NRCAN` in Canada, `SRTM`, `NED/3DEP` 1/3 arcsec and 1/9 arcsec, `data.gov.uk` in United Kingdom, `INEGI` in Mexico, `ArcticDEM` in latitudes above 60\u00b0, `LINZ` in New Zealand, `Kartverket` in Norway |\n\n> **\ud83d\udcdd Note:**\n> Information about data sources is provided [here](https://github.com/tilezen/joerd/blob/master/docs/data-sources.md).\n\n<!---------------------------------------------->\n\n## \u2696\ufe0f License\n\nElevatr is licensed under the **MIT License**. This means you are free to use, modify, and distribute this software. However, the software is provided \u201cas is\u201d, without warranty of any kind.\n\n## \ud83d\ude4f Acknowledgments\n\nThis package is inspired by the great [`elevatr`](https://github.com/USEPA/elevatr) package for the R language. It was this package that inspired me to create a similar package to ease access to this data for Python users.\n\n<!---------------------------------------------->\n<p align=\"right\"><a href=\"#readme-top\">back to top</a></p>\n<!---------------------------------------------->\n\n\n---\n\n> GitHub [@titouanlegourrierec](https://github.com/titouanlegourrierec) &nbsp;&middot;&nbsp;\n> Email [titouanlegourrierec@icloud.com](mailto:titouanlegourrierec@icloud.com)\n",
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