[HTML][HTML] Algorithmic urban planning for smart and sustainable development: Systematic review of the literature

TH Son, Z Weedon, T Yigitcanlar, T Sanchez… - Sustainable Cities and …, 2023 - Elsevier
In recent years, artificial intelligence (AI) has been increasingly put into use to address cities'
economic, social, environmental, and governance challenges. Thanks to its advanced …

Big Data in Earth system science and progress towards a digital twin

X Li, M Feng, Y Ran, Y Su, F Liu, C Huang… - Nature Reviews Earth & …, 2023 - nature.com
The concept of a digital twin of Earth envisages the convergence of Big Earth Data with
physics-based models in an interactive computational framework that enables monitoring …

[HTML][HTML] Deep learning for urban land use category classification: A review and experimental assessment

Z Li, B Chen, S Wu, M Su, JM Chen, B Xu - Remote Sensing of …, 2024 - Elsevier
Map** the distribution, pattern, and composition of urban land use categories plays a
valuable role in understanding urban environmental dynamics and facilitating sustainable …

[HTML][HTML] Social media data for conservation science: A methodological overview

T Toivonen, V Heikinheimo, C Fink, A Hausmann… - Biological …, 2019 - Elsevier
Improved understanding of human-nature interactions is crucial to conservation science and
practice, but collecting relevant data remains challenging. Recently, social media have …

Measuring human perceptions of a large-scale urban region using machine learning

F Zhang, B Zhou, L Liu, Y Liu, HH Fung, H Lin… - Landscape and Urban …, 2018 - Elsevier
Measuring the human sense of place and quantifying the connections among the visual
features of the built environment that impact the human sense of place have long been of …

Graph neural networks in IoT: A survey

G Dong, M Tang, Z Wang, J Gao, S Guo, L Cai… - ACM Transactions on …, 2023 - dl.acm.org
The Internet of Things (IoT) boom has revolutionized almost every corner of people's daily
lives: healthcare, environment, transportation, manufacturing, supply chain, and so on. With …

[HTML][HTML] The promises of big data and small data for travel behavior (aka human mobility) analysis

C Chen, J Ma, Y Susilo, Y Liu, M Wang - Transportation research part C …, 2016 - Elsevier
The last decade has witnessed very active development in two broad, but separate fields,
both involving understanding and modeling of how individuals move in time and space …

VictimFinder: Harvesting rescue requests in disaster response from social media with BERT

B Zhou, L Zou, A Mostafavi, B Lin, M Yang… - … Environment and Urban …, 2022 - Elsevier
Social media platforms are playing increasingly critical roles in disaster response and
rescue operations. During emergencies, users can post rescue requests along with their …

Extracting urban functional regions from points of interest and human activities on location‐based social networks

S Gao, K Janowicz, H Couclelis - Transactions in GIS, 2017 - Wiley Online Library
Data about points of interest (POI) have been widely used in studying urban land use types
and for sensing human behavior. However, it is difficult to quantify the correct mix or the …