A transdisciplinary review of deep learning research and its relevance for water resources scientists

C Shen - Water Resources Research, 2018 - Wiley Online Library
Deep learning (DL), a new generation of artificial neural network research, has transformed
industries, daily lives, and various scientific disciplines in recent years. DL represents …

Non-renewable groundwater use and groundwater depletion: a review

MFP Bierkens, Y Wada - Environmental Research Letters, 2019 - iopscience.iop.org
Population growth, economic development, and dietary changes have drastically increased
the demand for food and water. The resulting expansion of irrigated agriculture into semi …

[LIBRO][B] Multisystemic resilience: Adaptation and transformation in contexts of change

M Ungar - 2021 - books.google.com
" Across diverse disciplines, the term resilience is appearing more and more often. However,
while each discipline has developed theory and models to explain the resilience of the …

Flood hazard potential reveals global floodplain settlement patterns

L Devitt, J Neal, G Coxon, J Savage… - Nature …, 2023 - nature.com
Flooding is one of the most common natural hazards, causing disastrous impacts worldwide.
Stress-testing the global human-Earth system to understand the sensitivity of floodplains and …

Sociohydrology: scientific challenges in addressing the sustainable development goals

G Di Baldassarre, M Sivapalan, M Rusca… - Water Resources …, 2019 - Wiley Online Library
Abstract The Sustainable Development Goals (SDGs) of the United Nations Agenda 2030
represent an ambitious blueprint to reduce inequalities globally and achieve a sustainable …

Integrating human behaviour dynamics into flood disaster risk assessment

JCJH Aerts, WJ Botzen, KC Clarke, SL Cutter… - Nature Climate …, 2018 - nature.com
The behaviour of individuals, businesses, and government entities before, during, and
immediately after a disaster can dramatically affect the impact and recovery time. However …

The effects of changing land use and flood hazard on poverty in coastal Bangladesh

MSG Adnan, AYM Abdullah, A Dewan, JW Hall - Land use policy, 2020 - Elsevier
The construction of polders in the coastal region of Bangladesh has significantly modified
the patterns of flooding, as well as leading to significant land use/land cover (hereinafter …

Global projections of river flood risk in a warmer world

L Alfieri, B Bisselink, F Dottori, G Naumann… - Earth's …, 2017 - Wiley Online Library
Rising global temperature has put increasing pressure on understanding the linkage
between atmospheric warming and the occurrence of natural hazards. While the Paris …

Recent advances and new frontiers in riverine and coastal flood modeling

K Jafarzadegan, H Moradkhani… - Reviews of …, 2023 - Wiley Online Library
Over the past decades, the scientific community has made significant efforts to simulate
flooding conditions using a variety of complex physically based models. Despite all …

Urban water security: A review

AY Hoekstra, J Buurman… - Environmental research …, 2018 - iopscience.iop.org
We review the increasing body of research on urban water security. First, we reflect on the
four different focusses in water security literature: welfare, equity, sustainability and water …