[HTML][HTML] Machine learning for spatial analyses in urban areas: a sco** review

Y Casali, NY Aydin, T Comes - Sustainable cities and society, 2022 - Elsevier
The challenges for sustainable cities to protect the environment, ensure economic growth,
and maintain social justice have been widely recognized. Along with the digitization …

[HTML][HTML] Urban Flood Resilience: A comprehensive review of assessment methods, tools, and techniques to manage disaster

N Prashar, HS Lakra, R Shaw, H Kaur - Progress in Disaster Science, 2023 - Elsevier
Academic interest in comprehending flood resilience concepts and their evaluation is
growing with the increasing frequency and severity of disasters due to climate change (CC) …

Future smart cities: Requirements, emerging technologies, applications, challenges, and future aspects

AR Javed, F Shahzad, S ur Rehman, YB Zikria… - Cities, 2022 - Elsevier
Future smart cities are the key to fulfilling the ever-growing demands of citizens. Information
and communication advancements will empower better administration of accessible …

Urban flood risk and green infrastructure: Who is exposed to risk and who benefits from investment? A case study of three US Cities

A Pallathadka, J Sauer, H Chang, NB Grimm - Landscape and Urban …, 2022 - Elsevier
Pluvial flooding is a serious hazard in inland US cities. City managers and communities are
increasingly interested in reducing their pluvial flood risk through the development of green …

Toward data-driven, dynamical complex systems approaches to disaster resilience

T Yabe, PSC Rao, SV Ukkusuri, SL Cutter - Proceedings of the National …, 2022 - pnas.org
With rapid urbanization and increasing climate risks, enhancing the resilience of urban
systems has never been more important. Despite the availability of massive datasets of …

Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability

S Dong, X Gao, A Mostafavi, J Gao… - Reliability Engineering & …, 2023 - Elsevier
Traffic congestion occurs daily but the transportation network still functions to meet people's
travel needs. We propose that a road meets operation requirements as long as the quality of …

[HTML][HTML] Network resilience

X Liu, D Li, M Ma, BK Szymanski, HE Stanley, J Gao - Physics Reports, 2022 - Elsevier
Many systems on our planet shift abruptly and irreversibly from the desired state to an
undesired state when forced across a “tip** point”. Some examples are mass extinctions …

Quantifying community resilience based on fluctuations in visits to points-of-interest derived from digital trace data

C Podesta, N Coleman, A Esmalian… - Journal of the …, 2021 - royalsocietypublishing.org
This research establishes a methodological framework for quantifying community resilience
based on fluctuations in a population's activity during a natural disaster. Visits to points-of …

Modest flooding can trigger catastrophic road network collapse due to compound failure

S Dong, X Gao, A Mostafavi, J Gao - Communications Earth & …, 2022 - nature.com
Compound failures occur when urban flooding coincides with traffic congestion, and their
impact on network connectivity is poorly understood. Firstly, either three-dimensional road …

Service flow changes in multilayer networks: A framework for measuring urban disaster resilience based on availability to critical facilities

Z Li, W Yan - Landscape and Urban Planning, 2024 - Elsevier
Failures of roads and critical facilities under disasters can result in public service disruptions.
Studies quantifying disaster resilience commonly focus on evaluating physical performance …