![RUB/RUBCLIM/LCZ/global_lcz_map/latest](https://developers.google.com/earth-engine/datasets/images/RUB/RUB_RUBCLIM_LCZ_global_lcz_map_latest_sample.png)

Dataset Availability
:   2018-01-01T00:00:00Z--2019-01-01T00:00:00Z

Dataset Producer
:


    [Bochum Urban Climate Lab](https://lcz-generator.rub.de/global-lcz-map)

Tags
:
    [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [landcover](https://developers.google.com/earth-engine/datasets/tags/landcover) [landuse-landcover](https://developers.google.com/earth-engine/datasets/tags/landuse-landcover) [urban](https://developers.google.com/earth-engine/datasets/tags/urban)

#### Description

Since their introduction in 2012, Local Climate Zones (LCZs) emerged as
a new standard for characterizing urban landscapes, providing a holistic
classification approach that takes into account micro-scale land-cover and
associated physical properties.

This global map of Local Climate Zones, at 100m pixel size and
representative for the nominal year 2018, is derived from multiple earth
observation datasets and expert LCZ class labels. LCZ_Filter is the
recommended band for most users. The other classification band, LCZ, is
only provided as it is used to calculate the LCZ_Probability band.

The LCZ scheme complements other land use / land cover schemes by
its focus on urban and rural landscape types, which can be described by
any of the 17 classes in the LCZ scheme. Out of the 17 LCZ classes, 10
reflect the 'built' environment, and each LCZ type is associated with
generic numerical descriptions of key urban canopy parameters critical to
model atmospheric responses to urbanisation. In addition, since LCZs were
originally designed as a new framework for urban heat island studies, they
also contain a limited set (7) of 'natural' land-cover classes that can be
used as 'control' or 'natural reference' areas.

As these seven natural classes in the LCZ scheme can not capture the
heterogeneity of the world's existing natural ecosystems, we advise
users - if required - to combine the built LCZ classes with any other
land-cover product that provides a wider range of natural land-cover
classes.

See also:

- [LCZ Typology](https://doi.org/10.1175/BAMS-D-11-00019.1)

- [Global map of LCZs - paper](https://doi.org/10.5194/essd-14-3835-2022)

- [Global map of LCZs - dataset](https://doi.org/10.5281/zenodo.6364593)

- [LCZ Gaussian filtering](https://doi.org/10.1038/s41597-020-00605-z)

### Bands

**Bands**

Pixel size: 100 meters (all bands)

| Name | Units | Pixel Size | Description |
|---|---|---|---|
| `LCZ` |   | 100 meters | The raw, pixel-based global LCZ map with LCZ classes |
| `LCZ_Filter` |   | 100 meters | The recommended global LCZ map with LCZ classes. LCZ labels are obtained after applying the morphological Gaussian filter described in Demuzere et al. (2020) |
| `LCZ_Probability` | % | 100 meters | A probability layer that identifies how often the modal LCZ was chosen per pixel (e.g. a probability of 60% means that the modal LCZ class was mapped 30 times out of 50 LCZ models). This is a pixel-based probability derived from the LCZ layer |

**LCZ Class Table**

| Value | Color | Description |
|---|---|---|
| 1 | #8c0000 | Compact highrise |
| 2 | #d10000 | Compact midrise |
| 3 | #ff0000 | Compact lowrise |
| 4 | #bf4d00 | Open highrise |
| 5 | #ff6600 | Open midrise |
| 6 | #ff9955 | Open lowrise |
| 7 | #faee05 | Lightweight lowrise |
| 8 | #bcbcbc | Large lowrise |
| 9 | #ffccaa | Sparsely built |
| 10 | #555555 | Heavy industry |
| 11 | #006a00 | Dense Trees (LCZ A) |
| 12 | #00aa00 | Scattered Trees (LCZ B) |
| 13 | #648525 | Bush, scrub (LCZ C) |
| 14 | #b9db79 | Low plants (LCZ D) |
| 15 | #000000 | Bare rock or paved (LCZ E) |
| 16 | #fbf7ae | Bare soil or sand (LCZ F) |
| 17 | #6a6aff | Water (LCZ G) |

**LCZ_Filter Class Table**

| Value | Color | Description |
|---|---|---|
| 1 | #8c0000 | Compact highrise |
| 2 | #d10000 | Compact midrise |
| 3 | #ff0000 | Compact lowrise |
| 4 | #bf4d00 | Open highrise |
| 5 | #ff6600 | Open midrise |
| 6 | #ff9955 | Open lowrise |
| 7 | #faee05 | Lightweight lowrise |
| 8 | #bcbcbc | Large lowrise |
| 9 | #ffccaa | Sparsely built |
| 10 | #555555 | Heavy industry |
| 11 | #006a00 | Dense Trees (LCZ A) |
| 12 | #00aa00 | Scattered Trees (LCZ B) |
| 13 | #648525 | Bush, scrub (LCZ C) |
| 14 | #b9db79 | Low plants (LCZ D) |
| 15 | #000000 | Bare rock or paved (LCZ E) |
| 16 | #fbf7ae | Bare soil or sand (LCZ F) |
| 17 | #6a6aff | Water (LCZ G) |

### Terms of Use

**Terms of Use**

[CC-BY-4.0](https://spdx.org/licenses/CC-BY-4.0.html)

### Citations

Citations:

- Demuzere M.; Kittner J.; Martilli A.; Mills, G.; Moede, C.; Stewart, I.D.; van Vliet, J.; Bechtel, B.
  A global map of local climate zones to support earth system modelling and urban-scale environmental science.
  Earth System Science Data 2022, 14 Volume 8: 3835-3873.
  [doi:10.5194/essd-14-3835-2022](https://doi.org/10.5194/essd-14-3835-2022)

### DOIs

- <https://doi.org/10.5281/zenodo.6364593>

### Explore with Earth Engine

> [!NOTE]
> **Important:** Earth Engine is a platform for petabyte-scale scientific analysis and visualization of geospatial datasets, both for public benefit and for business and government users. Earth Engine is free to use for research, education, and nonprofit use. To get started, please [register for Earth Engine access.](https://console.cloud.google.com/earth-engine)

### Code Editor (JavaScript)

```javascript
var dataset = ee.ImageCollection('RUB/RUBCLIM/LCZ/global_lcz_map/latest')
            .mosaic();

var visualization = {
  bands: ['LCZ_Filter'],
  min: 1,
  max: 17,
  palette: [
    '8c0000','d10000','ff0000','bf4d00','ff6600',
    'ff9955','faee05','bcbcbc','ffccaa','555555',
    '006a00','00aa00','648525','b9db79','000000',
    'fbf7ae','6a6aff'
    ]
};

Map.setCenter(7.26, 51.44, 6);
Map.addLayer(dataset, visualization, 'LCZ_Filter');
```
[Open in Code Editor](https://code.earthengine.google.com/?scriptPath=Examples:Datasets/RUB/RUB_RUBCLIM_LCZ_global_lcz_map_latest) [Global map of Local Climate Zones, latest version](https://developers.google.com/earth-engine/datasets/catalog/RUB_RUBCLIM_LCZ_global_lcz_map_latest) Since their introduction in 2012, Local Climate Zones (LCZs) emerged as a new standard for characterizing urban landscapes, providing a holistic classification approach that takes into account micro-scale land-cover and associated physical properties. This global map of Local Climate Zones, at 100m pixel size and representative for the nominal year ... RUB/RUBCLIM/LCZ/global_lcz_map/latest, climate,landcover,landuse-landcover,urban 2018-01-01T00:00:00Z/2019-01-01T00:00:00Z -90 -180 90 180 Google Earth Engine https://developers.google.com/earth-engine/datasets

- [https://doi.org/10.5281/zenodo.6364593](https://doi.org/https://lcz-generator.rub.de/global-lcz-map)
- [https://doi.org/10.5281/zenodo.6364593](https://doi.org/https://developers.google.com/earth-engine/datasets/catalog/RUB_RUBCLIM_LCZ_global_lcz_map_latest)