# Satellite radar maps land subsidence in 465 cities with over one million people, 2014–2023

- Published: 2026-11-05 15:54 UTC
- Section: Planet › Earth sciences
- Tags: urban land subsidence, InSAR, Sentinel-1, 465 cities, vertical land motion, subsidence maps, Global Urban Subsidence, satellite radar, subsidence hotspots
- URL: https://realtech.media/news/rt-02c3731a3c7820e8781b4c9b_satellite_radar_maps/

**Researchers used Sentinel-1 radar data to build consistent subsidence maps for 465 cities worldwide, enabling comparison of hotspots and trends across regions.**

![Satellite radar maps land subsidence in 465 cities with over one million people, 2014–2023](https://sgzwpqqelzmajkcubgkl.supabase.co/storage/v1/object/public/rt-media/2026/11/18948a885008ebe0.png)
*nature.com*

Researchers have produced high-resolution maps of relative local land subsidence for 465 cities worldwide with populations above one million, according to a paper on nature.com. [1] The maps are based on satellite interferometric synthetic aperture radar (InSAR) data for 2014–2023. [1] The authors note that a global assessment of urban subsidence with a consistent methodology had been lacking, which limited targeted adaptation and mitigation. [1]

## Where subsidence is strongest

According to the authors, subsidence is most severe in Southeast Asia, West–Central Asia and North America. [1] It is also evident in historically under-studied regions, including South America, Africa and Russia. [1]

The team also referenced the relative local subsidence to a global vertical land motion (VLM) product. The spatial patterns remained broadly consistent after this step, although the VLM correction adds uncertainty, the authors report. [1]

## Trends and open data

The study detected marked deceleration of subsidence in many cities in Southeast and East Asia. At the same time, substantial urban areas in these regions continue to show accelerating subsidence. [1]

The work uses Sentinel-1 SAR images, which are publicly available. GNSS and VLM data were taken from the Nevada Geodetic Laboratory. [1] Subsidence velocities, InSAR coherence, the standard deviation of velocities and the locations of reference points for all 465 cities can be viewed in the GUS (Global Urban Subsidence) application on Google Earth Engine. The subsidence maps, both relative local and aligned to the global VLM product, are available for download, as are the Python and Matlab codes used to calculate subsidence from SAR images. [1]

The authors state that the global maps and trend estimates provide a consistent basis for identifying hotspots and prioritizing actions to reduce subsidence-related hazards. [1]

## Sources

1. [nature.com](https://www.nature.com/articles/s44284-026-00527-8)
2. [Le Scienze](https://www.lescienze.it/ambiente-e-clima/2026/11/03/news/le_citta_piu_grandi_del_mondo_stanno_sprofondando_fino_a_diversi_centimetri_all_anno-23054125)

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Source: RealTech, realtech.media — https://realtech.media/news/rt-02c3731a3c7820e8781b4c9b_satellite_radar_maps/