Spatiotemporal modeling of land subsidence using a geographically weighted deep learning method based on PS-InSAR

Mapping the global threat of land subsidence

(2021) Gerardo Herrera-García et al.   SCIENCE

Exploring a Long Short-Term Memory based Encoder-Decoder Framework for Multi-Step-Ahead Flood Forecasting

(2020) I-Feng Kao et al.   JOURNAL OF HYDROLOGY

An improved long short-term memory network for streamflow forecasting in the upper Yangtze River

(2020) Shuang Zhu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

3D facies and geomechanical modelling of land subsidence in the Chaobai plain, Beijing

(2020) Lin Zhu et al.   WATER RESOURCES RESEARCH

Analysis of the influence of groundwater on land subsidence in Beijing based on the geographical weighted regression (GWR) model

(2020) Hairuo Yu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

State of the Art and Recent Advancements in the Modelling of Land Subsidence Induced by Groundwater Withdrawal

(2020) Artur Guzy et al.   Water

Effects of Water Diversion Project on groundwater system and land subsidence in Beijing, China

(2020) Lin Zhu et al.   ENGINEERING GEOLOGY

A hybrid model for spatiotemporal forecasting of PM2.5 based on graph convolutional neural network and long short-term memory

(2019) Yanlin Qi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Hydro-geotechnical modelling of subsidence in the Como urban area

(2019) Greta Bajni et al.   ENGINEERING GEOLOGY

Quantifying the contribution of multiple factors to land subsidence in the Beijing Plain, China with machine learning technology

(2019) Chaofan Zhou et al.   GEOMORPHOLOGY

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

(2018) Jianfeng Zhang et al.   JOURNAL OF HYDROLOGY

Effects of sea level rise, land subsidence, bathymetric change and typhoon tracks on storm flooding in the coastal areas of Shanghai

(2018) Jun Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Monthly runoff forecasting based on LSTM–ALO model

(2018) Xiaohui Yuan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Global climate change and local land subsidence exacerbate inundation risk to the San Francisco Bay Area

(2018) Manoochehr Shirzaei et al.   Science Advances

Modeling the two- and three-dimensional displacement field in Lorca, Spain, subsidence and the global implications

(2018) Jose Fernandez et al.   Scientific Reports

Quantifying groundwater exploitation induced subsidence in the Rafsanjan plain, southeastern Iran, using InSAR time-series and in situ measurements

(2017) Mahdi Motagh et al.   ENGINEERING GEOLOGY

Multi-scale analysis of settlement-induced building damage using damage surveys and DInSAR data: A case study in The Netherlands

(2017) Dario Peduto et al.   ENGINEERING GEOLOGY

Land subsidence prediction in Beijing based on PS-InSAR technique and improved Grey-Markov model

(2017) Zeng Deng et al.   GIScience & Remote Sensing

Identification of Tunnel Settlement Caused by Land Subsidence in Soft Deposit of Shanghai

(2017) Huai-Na Wu et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Monitoring land subsidence in the southern part of the lower Liaohe plain, China with a multi-track PS-InSAR technique

(2017) He Sun et al.   REMOTE SENSING OF ENVIRONMENT

Three-dimensional numerical modeling of land subsidence in Shanghai, China

(2016) Shujun Ye et al.   HYDROGEOLOGY JOURNAL

InSAR time-series investigation of long-term ground displacement at Beijing Capital International Airport, China

(2016) Mingliang Gao et al.   TECTONOPHYSICS

Land subsidence due to groundwater withdrawal in the northern Beijing plain, China

(2015) Lin Zhu et al.   ENGINEERING GEOLOGY

Combining gray system and poroelastic models to investigate subsidence problems in Tainan, Taiwan

(2015) Shih-Jung Wang et al.   Environmental Earth Sciences

Statistic inversion of multi-zone transition probability models for aquifer characterization in alluvial fans

(2015) Lin Zhu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Water on an urban planet: Urbanization and the reach of urban water infrastructure

(2014) Robert I. McDonald et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Comprehensive analysis and artificial intelligent simulation of land subsidence of Beijing, China

(2013) Lin Zhu et al.   Chinese Geographical Science

Land subsidence in central Mexico detected by ALOS InSAR time-series

(2013) Estelle Chaussard et al.   REMOTE SENSING OF ENVIRONMENT

Review: Regional land subsidence accompanying groundwater extraction

(2011) Devin L. Galloway et al.   HYDROGEOLOGY JOURNAL

A New Algorithm for Processing Interferometric Data-Stacks: SqueeSAR

(2011) Alessandro Ferretti et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Using Geographically Weighted Regression (GWR) to Explore Spatial Varying Relationships of Immature Mosquitoes and Human Densities with the Incidence of Dengue

(2011) Chia-Hsien Lin et al.   International Journal of Environmental Research and Public Health

Study of the land subsidence in Orihuela City (SE Spain) using PSI data: Distribution, evolution and correlation with conditioning and triggering factors

(2010) R. Tomas et al.   ENGINEERING GEOLOGY

A fully coupled 3-D mixed finite element model of Biot consolidation

(2010) Massimiliano Ferronato et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Exploring spatial non-stationarity of fisheries survey data using geographically weighted regression (GWR): an example from the Northwest Atlantic

(2009) M. J. S. Windle et al.   ICES JOURNAL OF MARINE SCIENCE