logo
ResearchBunny Logo
Global land subsidence mapping reveals widespread loss of aquifer storage capacity

Earth Sciences

Global land subsidence mapping reveals widespread loss of aquifer storage capacity

M. F. Hasan, R. Smith, et al.

Groundwater overdraft leads to alarming land subsidence and loss of vital groundwater storage. This groundbreaking study employs machine learning and remote sensing to predict global subsidence magnitude with a spatial resolution of ~2 km. Authored by Md Fahim Hasan, Ryan Smith, Sanaz Vajedian, Rahel Pommerenke, and Sayantan Majumdar, the findings reveal a staggering global aquifer storage loss of -17 km³/year, predominantly affecting cropland and urban environments.... show more
Abstract
Groundwater overdraft gives rise to multiple adverse impacts including land subsidence and permanent groundwater storage loss. Existing methods are unable to characterize groundwater storage loss at the global scale with sufficient resolution to be relevant for local studies. Here we explore the inter-relation between groundwater stress, aquifer depletion, and land subsidence using remote sensing and model-based datasets with a machine learning approach. The developed model predicts global land subsidence magnitude at high spatial resolution (~2 km), provides a first-order estimate of aquifer storage loss due to consolidation of ~17 km³/year globally, and quantifies key drivers of subsidence. Roughly 73% of the mapped subsidence occurs over cropland and urban areas, highlighting the need for sustainable groundwater management practices over these areas. The results of this study aid in assessing the spatial extents of subsidence in known subsiding areas, and in locating unknown groundwater stressed regions.
Publisher
Nature Communications
Published On
Oct 04, 2023
Authors
Md Fahim Hasan, Ryan Smith, Sanaz Vajedian, Rahel Pommerenke, Sayantan Majumdar
Tags
Groundwater overdraft
Land subsidence
Machine learning
Remote sensing
Aquifer storage loss
Spatial resolution
Cropland
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny