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Land Sensing Geospatial Analytics

Data and Portal

Explore our maps online, and download open geospatial data for your own analysis.

LSGA Earth Engine portal

Explore our maps in the LSGA portal

Our portal can run in a web browser so you can explore published results without installing specialist software. Add your real Google Earth Engine app URL in the page editor before publishing.

▱Published map layers on satellite imagery
⌖Zoom to an area and compare map layers

Ask for portal access →

Example map portal preview

Illustrative portal preview

Replace this preview with your operational Earth Engine app or an embedded map when the URL is available.

Open datasets

Datasets from our projects

Publish only datasets that your organisation has permission to share. Add file links, metadata, licence and citation details to each dataset card.

Land cover 2025, northern Afghanistan
Open dataset · metadata required

Land cover 2025, northern Afghanistan

6 provinces · 10 m · 11 classes

A current land cover map for northern Afghanistan.

Seasonal crop maps 2023, Khulm Watershed
Open dataset · metadata required

Seasonal crop maps 2023, Khulm Watershed

10 m · 2 seasons · accuracy to confirm

Spring and summer crop maps from satellite time series.

Drought indicators 2001–2020, Northern River Basin
Open dataset · metadata required

Drought indicators 2001–2020, Northern River Basin

20 years · 5 indicators

Long-term drought indicators derived from satellite and climate data.

How to use our data

1

Explore

view data in the LSGA portal

2

Download

get files when approved

3

Analyse

use data in your own GIS

4

Cite

acknowledge LSGA and the project

Get in touch

Need verified information for your project area?

Tell us what you need to know, and we will propose how to answer it.

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