Machine learning on the COVID-19 pandemic, human mobility and air quality: A review

MM Rahman, KC Paul, MA Hossain, GGMN Ali… - Ieee …, 2021 - ieeexplore.ieee.org
The ongoing COVID-19 global pandemic is touching every facet of human lives (eg, public
health, education, economy, transportation, and the environment). This novel pandemic and …

[HTML][HTML] Spatiotemporal evolution patterns of urban heat island and its relationship with urbanization in Guangdong-Hong Kong-Macao greater bay area of China from …

X Deng, F Gao, S Liao, Y Liu, W Chen - Ecological Indicators, 2023 - Elsevier
The unprecedented wave of urbanization has led to the development of the urban heat
island (UHI) effect in the Guangdong-Hong Kong-Macao greater bay area (GBA) of China. In …

COVID-19 Risk Management and Stakeholder Action Strategies: Conceptual Frameworks for Community Resilience in the Context of Indonesia

IZ Rela, Z Ramli, MZ Firihu, W Widayati… - International Journal of …, 2022 - mdpi.com
The coronavirus disease (COVID-19) pandemic has affected people's lives globally.
Indonesia has been significantly affected by this disease. COVID-19 has also affected …

SALT: A multifeature ensemble learning framework for map** urban functional zones from VGI data and VHR images

H Wu, W Luo, A Lin, F Hao… - … Environment and Urban …, 2023 - Elsevier
Urban functional zone map** is essential for providing deeper insights into urban
morphology and improving urban planning. The emergence of Volunteered Geographic …

Examining the diffusion of coronavirus disease 2019 cases in a metropolis: a space syntax approach

Y Yao, W Shi, A Zhang, Z Liu, S Luo - International journal of health …, 2021 - Springer
Background The urban built environment (BE) has been globally acknowledged as one of
the main factors that affects the spread of infectious disease. However, the effect of the street …

[HTML][HTML] Hotspot analysis of single-vehicle lane departure crashes in North Dakota

IU Khan, K Vachal, S Ebrahimi, SS Wadhwa - IATSS Research, 2023 - Elsevier
Abstract According to the North Dakota Department of Transportation (NDDOT), 90% of the
state's fatal lane departure crashes between 2015 and 2019 occurred on rural roads. Of …

Visualized spatiotemporal data mining in investigation of Urmia Lake drought effects on increasing of PM10 in Tabriz using Space-Time Cube (2004-2019)

H Ahmadi, M Argany, A Ghanbari, M Ahmadi - Sustainable Cities and …, 2022 - Elsevier
The idea of a smart city seeks to improve the quality of life, which environmental
sustainability is one of its main challenges, and low air quality is an important obstacle to …

Geospatial modeling of health, socioeconomic, demographic, and environmental factors with covid-19 incidence rate in arkansas, us

Y He, PJ Seminara, X Huang, D Yang, F Fang… - … International Journal of …, 2023 - mdpi.com
The COVID-19 pandemic has posed numerous challenges to human society. Previous
studies explored multiple factors in virus transmission. Yet, their impacts on COVID-19 are …

Spatiotemporal accessibility of COVID-19 healthcare facilities in Jakarta, Indonesia

J Jumadi, VN Fikriyah, HZ Hadibasyir, MIT Sunariya… - Sustainability, 2022 - mdpi.com
During the first year of the COVID-19 pandemic in Jakarta, Indonesia, the government
designated some hospitals as specific COVID-19 healthcare centers to meet demand and …

[HTML][HTML] Investigating linkages between spatiotemporal patterns of the COVID-19 Delta variant and public health interventions in Southeast Asia: prospective space …

W Luo, Z Liu, Y Zhou, Y Zhao, YE Li… - JMIR Public Health …, 2022 - publichealth.jmir.org
Background: The COVID-19 Delta variant has presented an unprecedented challenge to
countries in Southeast Asia (SEA). Its transmission has shown spatial heterogeneity in SEA …