Locate Objects - fAIrSwipe- find trees - Nhlangano, Eswatini (1) fAIrSwipe Grantees

Locate Objects
Finished
Nhlangano, Eswatini
fAIrSwipe Grantees
Nov 11, 2026
Locate Objects - fAIrSwipe- find trees - Nhlangano, Eswatini (1) fAIrSwipe Grantees

Project overview

The project will use existing high resolution drone imagery to identify individual trees and areas of vegetation across the town. Through the fAIrSwipe initiative, volunteers will contribute to reviewing and mapping tree locations, helping to build a reliable tree inventory and improve the availability of environmental geospatial data. The information generated will support urban environmental management, biodiversity conservation and climate change adaptation. By identifying the location and distribution of trees, the project will help highlight areas with limited vegetation, support the identification of potential green spaces and provide useful information for urban greening initiatives, tree planting programs and future municipal planning. Ultimately, this initiative seeks to demonstrate how young people and open mapping communities can work together to generate locally relevant environmental data. The resulting information will contribute to better informed decisions about urban greenery, environmental sustainability and climate-resilient communities.
11
km2
21
Contributors
Project Completion
100% completed
Not enough data points for the chart!
Last updated: Nov 11, 2026

Download the data

Below you'll find the data downloads for this MapSwipe project, including a GeoJSON file that can be imported into the HOT Tasking Manager for more detailed mapping of the area. If you need more information or if you have a special request related to MapSwipe data get in contact with the team at the Heidelberg Institute for Geoinformation Technology
Aggregated Results
Aggregated Results. This gives you the unfiltered MapSwipe results aggregated on the task level. This is most suited if you want to apply some custom data processing with the MapSwipe data, e.g. select only specific tasks. Check our documentation for more details. (Note that you need to unzip this .gz file before you can use it.)
GZIP
0.1 MB
DownloadDocs
Aggregated Results (with Geometry)
Aggregated Results. This gives you the unfiltered MapSwipe results aggregated on the task level. This is most suited if you want to apply some custom data processing with the MapSwipe data, e.g. select only specific tasks. Check our documentation for more details. (Note that you need to unzip this .gz file before you can use it.)
GZIP
0.2 MB
DownloadDocs
Groups
Groups. (Note that you need to unzip this .gz file before you can use it.)
GZIP
0.7 kB
DownloadDocs
History
History
CSV
0.3 kB
DownloadDocs
Results
This gives you the unfiltered MapSwipe results. (Note that you need to unzip this .gz file before you can use it.)
GZIP
0.3 MB
DownloadDocs
Tasks
Tasks. (Note that you need to unzip this .gz file before you can use it.)
GZIP
21.7 kB
DownloadDocs
Users
This dataset contains information on the individual contributions per user. This tells you for instance the most active users of this project. (Note that you need to unzip this .gz file before you can use it.)
GZIP
1.3 kB
DownloadDocs
Area of Interest
This dataset contains information on the project region.
GEOJSON
2.6 kB
DownloadDocs

Our license

This project is part of the OpenStreetMap community. The goal is high-quality geographical data, freely accessible and available to everyone. OSM’s reciprocal license protects the data from being appropriated by services that do not share back to OSM.

MapSwipe is released under a "liberal" non-reciprocal license (Creative Commons Attribution). Whenever you want to use the data, just make sure to credit the MapSwipe contributors.