Measuring, modelling and projecting coastal land subsidence

M Shirzaei, J Freymueller, TE Törnqvist… - Nature Reviews Earth & …, 2021 - nature.com
Coastal subsidence contributes to relative sea-level rise and exacerbates flooding hazards,
with the at-risk population expected to triple by 2070. Natural processes of vertical land …

Map** land subsidence and aquifer system properties of the Willcox Basin, Arizona, from InSAR observations and independent component analysis

M Peng, Z Lu, C Zhao, M Motagh, L Bai… - Remote Sensing of …, 2022 - Elsevier
Long-term excessive groundwater exploitation for agricultural, domestic and stock
applications has resulted in substantial ground subsidence in Arizona, USA, and especially …

Recent advances and opportunities in data assimilation for physics-based hydrological modeling

M Camporese, M Girotto - Frontiers in Water, 2022 - frontiersin.org
Data assimilation applications in integrated surface-subsurface hydrological models
(ISSHMs) are generally limited to scales ranging from the hillslope to local or meso-scale …

Characterization of groundwater recharge and flow in California's San Joaquin Valley from InSAR‐observed surface deformation

WR Neely, AA Borsa, JA Burney… - Water resources …, 2021 - Wiley Online Library
Surface deformation in California's Central Valley (CV) has long been linked to changes in
groundwater storage. Recent advances in remote sensing have enabled the map** of CV …

[HTML][HTML] Unsupervised detection of InSAR time series patterns based on PCA and K-means clustering

D Festa, A Novellino, E Hussain, L Bateson… - International Journal of …, 2023 - Elsevier
The need for implementing efficient value-adding tools able to optimise Earth Observation
data usage, compels the scientific community to find innovative solutions for the downstream …

Groundwater withdrawal prediction using integrated multitemporal remote sensing data sets and machine learning

S Majumdar, R Smith, JJ Butler Jr… - Water Resources …, 2020 - Wiley Online Library
Effective monitoring of groundwater withdrawals is necessary to help mitigate the negative
impacts of aquifer depletion. In this study, we develop a holistic approach that combines …

Over a century of sinking in Mexico City: No hope for significant elevation and storage capacity recovery

E Chaussard, E Havazli, H Fattahi… - Journal of …, 2021 - Wiley Online Library
Many areas worldwide are known to experience land subsidence due to groundwater
extraction. It is traditionally assumed that subsidence extent and rates are controlled by …

Groundwater storage loss associated with land subsidence in Western United States mapped using machine learning

RG Smith, S Majumdar - Water Resources Research, 2020 - Wiley Online Library
Land subsidence caused by groundwater extraction has numerous negative consequences,
such as loss of groundwater storage and damage to infrastructure. Understanding the …

Development and application of a 1D compaction model to understand 65 years of subsidence in the San Joaquin Valley

M Lees, R Knight, R Smith - Water Resources Research, 2022 - Wiley Online Library
High rates of land subsidence, caused by groundwater overdraft, are resulting in millions of
dollars of infrastructure damage in California's San Joaquin Valley (SJV). In recent years, the …

[HTML][HTML] Using Sentinel-1 and GRACE satellite data to monitor the hydrological variations within the Tulare Basin, California

DW Vasco, KH Kim, TG Farr, JT Reager, D Bekaert… - Scientific Reports, 2022 - nature.com
Subsidence induced by groundwater depletion is a grave problem in many regions around
the world, leading to a permanent loss of groundwater storage within an aquifer and even …