![FAO/SOFO/1/FPP](https://developers.google.com/earth-engine/datasets/images/FAO/FAO_SOFO_1_FPP_sample.png)

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

Dataset Producer
:


    [FAO Forestry Division (FPP 1km)](https://data.apps.fao.org/catalog/iso/8ed893bd-842a-4866-a655-a0a0c02b79b4)


    [FAO Forestry Division (FPP 5km)](https://data.apps.fao.org/catalog/iso/8ed893bd-842a-4866-a655-a0a0c02b79b5)

Cadence
:   1 Year

Tags
:
    [agriculture](https://developers.google.com/earth-engine/datasets/tags/agriculture.md.txt) [fao](https://developers.google.com/earth-engine/datasets/tags/fao.md.txt) [forest](https://developers.google.com/earth-engine/datasets/tags/forest.md.txt) [global](https://developers.google.com/earth-engine/datasets/tags/global.md.txt) [plant-productivity](https://developers.google.com/earth-engine/datasets/tags/plant-productivity.md.txt) [population](https://developers.google.com/earth-engine/datasets/tags/population.md.txt) [rural-area](https://developers.google.com/earth-engine/datasets/tags/rural-area.md.txt)

#### Description

The "Forest Proximate People" (FPP) dataset is one of the data layers
contributing to the development of indicator #13, "number of
forest-dependent people in extreme poverty," of the Collaborative
Partnership on Forests (CPF) Global Core Set of forest-related
indicators (GCS). The FPP dataset provides an estimate of the number of
people living in or within 1 kilometer of forests
(forest-proximate people) for the year 2019 with a pixel size of 100 meters
at a global level.
[Find out more about the dataset.](https://data.apps.fao.org/catalog/dcat/forest-proximate-people)

### Bands

**Bands**

Pixel size: 100 meters (all bands)

| Name | Units | Pixel Size | Description |
|---|---|---|---|
| `FPP_1km` | Number of people/ha | 100 meters | Number of people living in or within 1 kilometer of forests. |
| `FPP_5km` | Number of people/ha | 100 meters | Number of people living in or within 5 kilometer of forests. |

### Terms of Use

**Terms of Use**

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

### Citations

Citations:

- FAO 2022. The State of the World's Forests (SOFO) - Forest pathways for
  green recovery and building inclusive, resilient and sustainable
  economies. FAO, Rome.
  <https://www.fao.org/documents/card/en/c/cb9360en>
- Newton, P., Castle, S.E., Kinzer, A.T., Miller, D.C., Oldekop, J.A.,
  Linhares-Juvenal, T., Pina, L., Madrid, M., \& de Lamo, J. 2022. The
  number of forest- and tree-proximate people: a new methodology and
  global estimates, One Earth, 2020
  [doi:10.1016/j.oneear.2020.08.016](https://doi.org/10.1016/j.oneear.2020.08.016),

### DOIs

- <https://doi.org/10.1016/j.oneear.2020.08.016>

### 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 coll = ee.ImageCollection('FAO/SOFO/1/FPP');
var image = coll.first().select('FPP_1km');
Map.setCenter(17.5, 20, 3);
Map.addLayer(
    image, {min: 0, max: 12, palette: ['blue', 'yellow', 'red']},
    'Forest proximate people -- 1km cutoff distance');
```
[Open in Code Editor](https://code.earthengine.google.com/?scriptPath=Examples:Datasets/FAO/FAO_SOFO_1_FPP) [Forest proximate people (FPP) 1.0](https://developers.google.com/earth-engine/datasets/catalog/FAO_SOFO_1_FPP.md.txt) The "Forest Proximate People" (FPP) dataset is one of the data layers contributing to the development of indicator #13, "number of forest-dependent people in extreme poverty," of the Collaborative Partnership on Forests (CPF) Global Core Set of forest-related indicators (GCS). The FPP dataset provides an estimate of the number of ... FAO/SOFO/1/FPP, agriculture,fao,forest,global,plant-productivity,population,rural-area 2019-01-01T00:00:00Z/2019-01-01T00:00:00Z -90 -180 90 180 Google Earth Engine https://developers.google.com/earth-engine/datasets

- [https://doi.org/10.1016/j.oneear.2020.08.016](https://doi.org/https://data.apps.fao.org/catalog/iso/8ed893bd-842a-4866-a655-a0a0c02b79b4)
- [https://doi.org/10.1016/j.oneear.2020.08.016](https://doi.org/https://data.apps.fao.org/catalog/iso/8ed893bd-842a-4866-a655-a0a0c02b79b5)
- [https://doi.org/10.1016/j.oneear.2020.08.016](https://doi.org/https://developers.google.com/earth-engine/datasets/catalog/FAO_SOFO_1_FPP)