4.6 Article

Estimating Land Subsidence and Gravimetric Anomaly Induced by Aquifer Overexploitation in the Chandigarh Tri-City Region, India by Coupling Remote Sensing with a Deep Learning Neural Network Model

Related references

Note: Only part of the references are listed.
Article Environmental Sciences

Synergetic utilization of sentinel-1 SAR and sentinel-2 optical remote sensing data for surface soil moisture estimation for Rupnagar, Punjab, India

Akshar Tripathi et al.

Summary: Improper agricultural and soil management has led to a decrease in crop yield and food security has become a major issue. This study utilizes remote sensing data and statistical methods to estimate the surface soil moisture of alluvial soil in Punjab, India, achieving low error and high accuracy.

GEOCARTO INTERNATIONAL (2022)

Article Environmental Sciences

Detection of sinkhole activity in West-Central Florida using InSAR time series observations

Oliver-Cabrera Talib et al.

Summary: Sinkhole activity in Florida poses a major threat to people and property. This study uses a combined approach of radar interferometry and spatial clustering analysis to identify localized deformation caused by sinkhole activity in West-Central Florida. The results show several areas of subsidence, which were confirmed to be related to sinkhole presence or development through in-situ observations and document analysis.

REMOTE SENSING OF ENVIRONMENT (2022)

Article Environmental Sciences

Delineating Flood Zones upon Employing Synthetic Aperture Data for the 2020 Flood in Bangladesh

Md. Abdullah Aziz et al.

Summary: Delineating a flood map is crucial in Bangladesh to understand the potential risks for diverse communities living in urban and rural areas. Satellite remote sensing and GIS techniques are commonly used, but challenges arise due to cloud cover during the monsoon season. The use of active synthetic aperture radar sensors is recommended to overcome this issue and accurately map the inundated areas.

EARTH SYSTEMS AND ENVIRONMENT (2022)

Article Engineering, Aerospace

Utilisation of spaceborne C-band dual pol Sentinel-1 SAR data for simplified regression-based soil organic carbon estimation in Rupnagar, Punjab, India

Akshar Tripathi et al.

Summary: This study utilizes SAR data from the Sentinel-1A satellite to estimate Soil Organic Carbon (SOC), and compares the performances of two regression models in agricultural areas of India. The results show that the combination of backscatter from VV and VH polarization channels with field data can provide a good estimation of SOC.

ADVANCES IN SPACE RESEARCH (2022)

Article Engineering, Aerospace

Deformation monitoring of Surakachhar underground coal mines of Korba, India using SAR interferometry

Monika et al.

Summary: This study used synthetic aperture radar remote sensing to monitor the deformation of underground coal mines in Korba, India. The results showed that multiple areas experienced deformations ranging from a few millimeters to several centimeters per year. The use of ground-based investigation and image processing provided valuable insights into the effects of underground mining activities on the surface and buildings, and helped predict potential risks in the future.

ADVANCES IN SPACE RESEARCH (2022)

Article Engineering, Electrical & Electronic

Interoperability of C-Band Sentinel-1 SAR and GRACE Satellite Sensors on PSInSAR-Based Urban Surface Subsidence Mapping of Varanasi, India

Akshar Tripathi et al.

Summary: This study utilizes Sentinel-1 and GRACE satellite data to investigate urban surface subsidence and explores the impact of groundwater exploitation on surface subsidence through correlation analysis and gravimetric anomaly estimation.

IEEE SENSORS JOURNAL (2022)

Article Environmental Sciences

Analyzing urbanization induced groundwater stress and land deformation using time-series Sentinel-1 datasets applying PSInSAR approach

Shubham Awasthi et al.

Summary: The article focuses on the serious impact of urban intensification on groundwater reserves and the development of advanced methods to monitor groundwater changes. This is crucial for urban development and population growth.

SCIENCE OF THE TOTAL ENVIRONMENT (2022)

Article Environmental Sciences

Displacement Analysis of Geothermal Field Based on PSInSAR And SOM Clustering Algorithms A Case Study of Brady Field, Nevada-USA

Mahmut Cavur et al.

Summary: The combination of PSInSAR and SOM algorithms proved to be effective in analyzing the direction and pattern of displacements observed in the Brady geothermal field in Nevada. This method helps identify subsidence and uplift areas, and understand the temporal trends of hydrogeological activity.

REMOTE SENSING (2021)

Article Environmental Sciences

Novel approach for predicting groundwater storage loss using machine learning

Zahra Kayhomayoon et al.

Summary: This study utilized Artificial Intelligence (AI) and machine learning (ML) methods to estimate groundwater storage loss for 178 major aquifers in Iran. Variables such as agricultural water consumption, aquifer area, river infiltration, and artificial drainage were found to be highly correlated to groundwater storage loss. The Harris Hawks Optimization Adaptive Neuro-Fuzzy Inference System (HHO-ANFIS) and the Least-Squares Support Vector Machine (LS-SVM) were the most effective models for predicting groundwater storage loss.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2021)

Article Engineering, Environmental

Assessment of groundwater depletion-induced land subsidence and characterisation of damaging cracks on houses: a case study in Mohali-Chandigarh area, India

Neha Kadiyan et al.

Summary: The study used DInSAR technique to identify groundwater depletion-induced land subsidence in Mohali and Chandigarh area and assessed the damaging impacts on houses by characterizing cracks. Different types of damaging cracks on houses were observed, and a comparative assessment of groundwater depletion, land subsidence, and damaging impacts on houses was made, revealing the worst affected areas and factors contributing to the damaging impacts.

BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2021)

Article Environmental Sciences

Spaceborne C-band SAR remote sensing-based flood mapping and runoff estimation for 2019 flood scenario in Rupnagar, Punjab, India

Akshar Tripathi et al.

Summary: Floods, whether natural or anthropogenic, are devastating disasters that have plagued humanity for ages. Remote sensing, especially using SAR data, plays a crucial role in flood mapping and runoff modeling, providing valuable insights and accurate data for understanding and managing floods.

ENVIRONMENTAL MONITORING AND ASSESSMENT (2021)

Article Environmental Sciences

Isotope and hydrochemical systematics of groundwater from a multi-tiered aquifer in the central parts of Indo-Gangetic Plains, India Implications for groundwater sustainability and security

Tirumalesh Keesari et al.

Summary: This study investigated the multi-tiered aquifers in the Indo-Gangetic Plains, revealing the characteristics and dynamics of three modular aquifers at different depths, as well as their distinct recharge sources and hydraulic connections.

SCIENCE OF THE TOTAL ENVIRONMENT (2021)

Article Multidisciplinary Sciences

Downscaling GRACE total water storage change using partial least squares regression

Bramha Dutt Vishwakarma et al.

Summary: This study implemented a statistical downscaling approach to assimilate various hydrological datasets with GRACE data to improve the spatial resolution of TWSC. The results can be utilized for regional hydrological applications.

SCIENTIFIC DATA (2021)

Article Environmental Sciences

A simplified subsurface soil salinity estimation using synergy of SENTINEL-1 SAR and SENTINEL-2 multispectral satellite data, for early stages of wheat crop growth in Rupnagar, Punjab, India

Akshar Tripathi et al.

Summary: Soil salinity, particularly subsurface salinity, is a serious issue affecting plant growth and leading to crop failure globally. This study aimed to estimate subsurface soil salinity for early wheat crop growth using satellite data, achieving high accuracy through ordinary least squares regression modelling. The research fills a gap in understanding and monitoring subsurface soil salinity, providing valuable insights for agricultural practices.

LAND DEGRADATION & DEVELOPMENT (2021)

Article Computer Science, Interdisciplinary Applications

Investigating capability of open archive multispectral and SAR datasets for Wheat crop monitoring and acreage estimation studies

Manjari Upreti et al.

Summary: The advancement in technology has paved the way for the application of spaceborne remote sensing for agriculture purposes. The Sentinel-1 platform provides reliable data for agricultural monitoring and decision support systems, which can be enhanced by synchronizing with multispectral and radar datasets. This technology is beneficial for monitoring crop conditions, disaster management, and early warning systems.

EARTH SCIENCE INFORMATICS (2021)

Review Environmental Sciences

Accounting for Training Data Error in Machine Learning Applied to Earth Observations

Arthur Elmes et al.

REMOTE SENSING (2020)

Article Chemistry, Multidisciplinary

Monitoring of Ground Movement and Groundwater Changes in London Using InSAR and GRACE

Vivek Agarwal et al.

APPLIED SCIENCES-BASEL (2020)

Article Geosciences, Multidisciplinary

Moroccan Groundwater Resources and Evolution with Global Climate Changes

Mohammed Hssaisoune et al.

GEOSCIENCES (2020)

Article Computer Science, Artificial Intelligence

A comparison of deep networks with ReLU activation function and linear spline-type methods

Konstantin Eckle et al.

NEURAL NETWORKS (2019)

Article Environmental Sciences

Detection and Monitoring of Tunneling Induced Ground Movements Using Sentinel-1 SAR Interferometry

Matteo Roccheggiani et al.

REMOTE SENSING (2019)

Review Geosciences, Multidisciplinary

Time-series InSAR ground deformation monitoring: Atmospheric delay modeling and estimating

Zhiwei Li et al.

EARTH-SCIENCE REVIEWS (2019)

Article Geochemistry & Geophysics

Satellite gravimetry and mass transport in the earth system

Jianli Chen

GEODESY AND GEODYNAMICS (2019)

Article Geosciences, Multidisciplinary

Assessment of Liquefaction Potential of the Sediments of Chandigarh Area

G. C. Kandpal et al.

JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA (2018)

Article Environmental Sciences

Ground subsidence monitoring with SAR interferometry techniques in the rural area of Al Wagan, UAE

Nikolaos Liosis et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Article Environmental Sciences

GPS measurement of land subsidence in Gandhinagar, Gujarat (Western India), due to groundwater depletion

Pallabee Choudhury et al.

ENVIRONMENTAL EARTH SCIENCES (2018)

Review Geosciences, Multidisciplinary

Assessing Groundwater Depletion and Dynamics Using GRACE and InSAR: Potential and Limitations

Pascal Castellazzi et al.

GROUNDWATER (2016)

Review Green & Sustainable Science & Technology

Defining and advancing a systems approach for sustainable cities

Xuemei Bai et al.

CURRENT OPINION IN ENVIRONMENTAL SUSTAINABILITY (2016)

Review Geosciences, Multidisciplinary

Assessing Groundwater Depletion and Dynamics Using GRACE and InSAR: Potential and Limitations

Pascal Castellazzi et al.

GROUNDWATER (2016)

Proceedings Paper Computer Science, Information Systems

Sentinel-1 Support in the GAMMA Software

Urs Wegnuller et al.

INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016 (2016)

Article Geography, Physical

Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran

Maryam Dehghani et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2013)

Article Engineering, Civil

Solute recycling: An emerging threat to groundwater quality in southern India?

Jerome Perrin et al.

JOURNAL OF HYDROLOGY (2011)

Article Development Studies

Special Economic Zones and Accumulation by Dispossession in India

Michael Levien

JOURNAL OF AGRARIAN CHANGE (2011)

Article Geosciences, Multidisciplinary

Deriving daily snapshots of the Earth's gravity field from GRACE L1B data using Kalman filtering

Enrico Kurtenbach et al.

GEOPHYSICAL RESEARCH LETTERS (2009)

Article Geochemistry & Geophysics

Improvement of Global Hydrological Models Using GRACE Data

Andreas Güntner

SURVEYS IN GEOPHYSICS (2008)

Article Environmental Sciences

Response of the interaction between groundwater and other components of the environment in Mexico

J. J. Carrillo-Rivera et al.

ENVIRONMENTAL GEOLOGY (2008)

Article Geochemistry & Geophysics

JERS SAR interferometry for land subsidence monitoring

T Strozzi et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)

Article Geochemistry & Geophysics

Permanent scatterers in SAR interferometry

A Ferretti et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2001)