# Available geographic linkages for each LPS
>Last modified: 16 Oct 2026

<div style="background-color: rgba(0, 178, 169, 0.3); padding: 5px; border-radius: 5px;"><strong>Explore the linked geographic data available for each partner Longitudinal Population Study (LPS).</strong></div>
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The table below summarises the **geographic linkages** that are **currently available** for each LPS. The full name of each dataset is listed underneath the table. 

<aside class="admonition danger"><p class="admonition-title">Some LPS can only be included in research related to COVID-19</p>In the table below the COVID-19 only LPS are non-bolded and in italics.</aside>

|**LPS**|[**Townsend**](../linked_geo_data/population_datasets/townsend/townsend_2011.ipynb)|[**IMD**](../linked_geo_data/population_datasets/imd/imd.ipynb)|[**AHAH**](../linked_geo_data/environmental_datasets/neighbourhood_datasets/ahah/)|[**Green space**](../linked_geo_data/environmental_datasets/neighbourhood_datasets/greenspace/greenspace.ipynb)|[**Met Office**](../linked_geo_data/environmental_datasets/neighbourhood_datasets/met_office/met_office.ipynb)|[**NO2 & PM**](../linked_geo_data/environmental_datasets/pollution_datasets/air_pollution_pm25_no2/air_pollution_pm25_no2.ipynb)|[**NOx, NO2 & PM**](../linked_geo_data/environmental_datasets/pollution_datasets/air_pollution_o3/air_pollution_o3.ipynb)|[**Noise**](../linked_geo_data/environmental_datasets/pollution_datasets/noise_pollution/noise_pollution.ipynb)|[**Public Transport**](../linked_geo_data/mobility_datasets/public_transport/public_transport.ipynb)|
|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
|[**AIRWAVE**](../lps_data/lps_profiles/airwave.ipynb)|✓|✓|✓|✗|✓|✗|✗|✗|✓|
|[*ALSPAC*](../lps_data/lps_profiles/alspac.ipynb)|✓|✓|✓|Postcode|✓|Postcode|Postcode|Postcode|✓|
|[**BIB**](../lps_data/lps_profiles/bib.ipynb)|✓|✓|✓|Household|✓|Household|Household|Household|✓|
|[**EXCEED**](../lps_data/lps_profiles/exceed.ipynb)|✓|✓|✓|Postcode|✓|Postcode|Postcode|Postcode|✓|
|[**GLAD**](../lps_data/lps_profiles/glad.ipynb)|✓|✓|✓|✗|✓|✗|✗|✗|✓|
|[*NIHRBIO_COPING*](../lps_data/lps_profiles/nihrbio_coping.ipynb)|✓|✓|✓|Postcode|✓|Postcode|Postcode|Postcode|✓|
|[**NSHD46**](../lps_data/lps_profiles/nshd46.ipynb)|✓|✓|✓|Household|✓|Household|Household|Household|✓|
|[*SABRE*](../lps_data/lps_profiles/sabre.ipynb)|✓|✓|✓|Household|✓|Household|Household|Household|✓|
|[**TEDS**](../lps_data/lps_profiles/teds.ipynb)|✓|✓|✓|✗|✓|✗|✗|✗|✓|
|[**TWINSUK**](../lps_data/lps_profiles/twinsuk.ipynb)|✓|✓|✓|Postcode|✓|Postcode|Postcode|Postcode|✓|

 
**Full names of datasets**:
- Townsend Deprivation Index (2011)
- Index of Multiple Deprivation (IMD)
- Access to Healthy Assets and Hazards (AHAH)
- Access to Greenspace
- Met Office Climate Observations
- Annual-average Nitrogen Dioxide (NO2) and Fine particulate matter (PM2.5)
- Air pollution NOx, NO2 and Ozone
- Common framework for noise assessment methods (CNOSSOS-EU) noise modelling
- Public Transport Accessibility Indicators Dataset