A survey on deep learning for human mobility
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …
such as disease spreading, urban planning, well-being, pollution, and more. The …
Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges
The COVID-19 pandemic poses unprecedented challenges around the world. Many studies
have applied mobility data to explore spatiotemporal trends over time, investigate …
have applied mobility data to explore spatiotemporal trends over time, investigate …
[HTML][HTML] A deep gravity model for mobility flows generation
The movements of individuals within and among cities influence critical aspects of our
society, such as well-being, the spreading of epidemics, and the quality of the environment …
society, such as well-being, the spreading of epidemics, and the quality of the environment …
Intracounty modeling of COVID-19 infection with human mobility: Assessing spatial heterogeneity with business traffic, age, and race
The COVID-19 pandemic is a global threat presenting health, economic, and social
challenges that continue to escalate. Metapopulation epidemic modeling studies in the …
challenges that continue to escalate. Metapopulation epidemic modeling studies in the …
[HTML][HTML] Urban park use during the COVID-19 pandemic: Are socially vulnerable communities disproportionately impacted?
The COVID-19 pandemic altered human behavior around the world. To maintain mental and
physical health during periods of lockdown and quarantine, people often engaged in …
physical health during periods of lockdown and quarantine, people often engaged in …
Artificial intelligence and internet of things (AI-IoT) technologies in response to COVID-19 pandemic: A systematic review
The origin of the COVID-19 pandemic has given overture to redirection, as well as
innovation to many digital technologies. Even after the progression of vaccination efforts …
innovation to many digital technologies. Even after the progression of vaccination efforts …
A review of GIS methodologies to analyze the dynamics of COVID‐19 in the second half of 2020
I Franch‐Pardo, MR Desjardins… - Transactions in …, 2021 - Wiley Online Library
COVID‐19 has infected over 163 million people and has resulted in over 3.9 million deaths.
Regarding the tools and strategies to research the ongoing pandemic, spatial analysis has …
Regarding the tools and strategies to research the ongoing pandemic, spatial analysis has …
Human settlement value assessment from a place perspective: Considering human dynamics and perceptions in house price modeling
A better formalization of place-where people live, perceive, and interact with others-is crucial
for understanding socioeconomic environment and human settlement. The widely used …
for understanding socioeconomic environment and human settlement. The widely used …
[HTML][HTML] Spatial temporal analysis of traffic patterns during the COVID-19 epidemic by vehicle detection using planet remote-sensing satellite images
The spread of the COVID-19 since the end of 2019 has reached an epidemic level and has
quickly become a global public health crisis. During this period, the responses for COVID-19 …
quickly become a global public health crisis. During this period, the responses for COVID-19 …
A spatiotemporal decay model of human mobility when facing large-scale crises
A common feature of large-scale extreme events, such as pandemics, wildfires, and major
storms is that, despite their differences in etiology and duration, they significantly change …
storms is that, despite their differences in etiology and duration, they significantly change …