River deltas and sea-level rise

JH Nienhuis, W Kim, GA Milne, M Quock… - Annual Review of …, 2023 - annualreviews.org
Future sea-level rise poses an existential threat for many river deltas, yet quantifying the
effect of sea-level changes on these coastal landforms remains a challenge. Sea-level …

Groundwater rise and associated flooding in coastal settlements due to sea‐level rise: a review of processes and methods

AL Bosserelle, LK Morgan, MW Hughes - Earth's Future, 2022 - Wiley Online Library
Coastal settlements are experiencing the effects of climate change‐induced sea‐level rise,
including a significant but often poorly‐characterized impact on groundwater. The shallow …

Land subsidence hazard modeling: Machine learning to identify predictors and the role of human activities

O Rahmati, A Golkarian, T Biggs, S Keesstra… - Journal of …, 2019 - Elsevier
Land subsidence caused by land use change and overexploitation of groundwater is an
example of mismanagement of natural resources, yet subsidence remains difficult to predict …

Land subsidence modelling using tree-based machine learning algorithms

O Rahmati, F Falah, SA Naghibi, T Biggs… - Science of the total …, 2019 - Elsevier
Land subsidence (LS) is among the most critical environmental problems, affecting both
agricultural sustainability and urban infrastructure. Existing methods often use either simple …

A novel ensemble computational intelligence approach for the spatial prediction of land subsidence susceptibility

A Arabameri, S Saha, J Roy, JP Tiefenbacher… - Science of the Total …, 2020 - Elsevier
Land subsidence (LS) is a significant problem that can cause loss of life, damage property,
and disrupt local economies. The Semnan Plain is an important part of Iran, where LS is a …

Worlding water supply: Thinking beyond the network in Jakarta

K Furlong, M Kooy - … Journal of Urban and Regional Research, 2017 - Wiley Online Library
This article draws on scholarship in Southern theory to 'world'the study of water's
urbanization. This means complicating scholarship by widening the focus beyond the …

Sinking coastal cities

G Erkens, T Bucx, R Dam, G De Lange… - Proceedings of the …, 2015 - piahs.copernicus.org
In many coastal and delta cities land subsidence now exceeds absolute sea level rise up to
a factor of ten. A major cause for severe land subsidence is excessive groundwater …

[HTML][HTML] Land subsidence modeling and assessment in the West Pearl River Delta from combined InSAR time series, land use and geological data

Z Liu, AHM Ng, H Wang, J Chen, Z Du, L Ge - International Journal of …, 2023 - Elsevier
Abstract West Pearl River Delta (WPRD) is sinking as a result of the jointed effect of natural
and anthropogenic factors. Land subsidence has increasingly become a concern because …

River flood risk in Jakarta under scenarios of future change

Y Budiyono, JCJH Aerts, D Tollenaar… - Natural hazards and …, 2016 - nhess.copernicus.org
Given the increasing impacts of flooding in Jakarta, methods for assessing current and future
flood risk are required. In this paper, we use the Damagescanner-Jakarta risk model to …

Stacking-and voting-based ensemble deep learning models (SEDL and VEDL) and active learning (AL) for mapping land subsidence

A Mohammadifar, H Gholami, S Golzari - Environmental Science and …, 2023 - Springer
This contribution presents a novel methodology based on the feature selection, ensemble
deep learning (EDL) models, and active learning (AL) approach for prediction of land …