[HTML][HTML] Machine learning algorithms for urban land use planning: A review

V Chaturvedi, WT de Vries - Urban Science, 2021 - mdpi.com
… New technologies, such as artificial intelligence (AI) and machine learning (ML) have made
it possible to model and predict the nonlinear aspects of urban land dynamics. AI and ML are …

Artificial neural networks and deep learning in urban geography: A systematic review and meta-analysis

G Grekousis - Computers, Environment and Urban Systems, 2019 - Elsevier
… of ANNs or the current research gaps in artificial intelligence, but it aims to emphasize on …
in the identification of the driving forces behind urban land use dynamics. On the other hand, …

A systematic review and assessment of algorithms to detect, characterize, and monitor urban land change

M Reba, KC Seto - Remote sensing of environment, 2020 - Elsevier
… Since rapidly growing urban areas are highly dynamic, this suggests that … this review is on
methods to detect and monitor urban land change, the growing inventory of global urban land

Spatio-temporal simulation and prediction of land-use change using conventional and machine learning models: a review

MM Aburas, MSS Ahamad, NQ Omar - Environmental monitoring and …, 2019 - Springer
… and detailed review of spatial LUCC modeling using dynamic, statistical, … land-use and
urban space (Schug et al. 2018). ML models are an important component of artificial intelligence. …

Urban water resource management for sustainable environment planning using artificial intelligence techniques

X Xiang, Q Li, S Khan, OI Khalaf - … Impact Assessment Review, 2021 - Elsevier
… Nonlinear effects, stochastic dynamics, and hydraulic constraints are challenging in …
Artificial intelligence methods have been applied in urban water resource planning primarily …

[HTML][HTML] Google Earth Engine and artificial intelligence (AI): a comprehensive review

L Yang, J Driscol, S Sarigai, Q Wu, H Chen, CD Lippitt - Remote Sensing, 2022 - mdpi.com
… In this article, we provide a systematic review of relevant … review the publications included
in this literature review. … This review focuses on investigating recent GEE work that has …

Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda

R Nishant, M Kennedy, J Corbett - International Journal of Information …, 2020 - Elsevier
… Next, we review the literature related to using AI applications for sustainability solutions,
discuss related challenges, present our roadmap, and list propositions for research and practice, …

Using artificial intelligence and data fusion for environmental monitoring: A review and future perspectives

Y Himeur, B Rimal, A Tiwary, A Amira - Information Fusion, 2022 - Elsevier
… This paper presents the first review of AI-based methodologies and data fusion strategies
used for environmental monitoring, to the best of the authors’ knowledge. The first part of the …

[HTML][HTML] Artificial intelligence technologies and related urban planning and development concepts: How are they perceived and utilized in Australia?

T Yigitcanlar, N Kankanamge, M Regona… - Journal of Open …, 2020 - mdpi.com
Artificial intelligence (AI) is a powerful technology with an increasing popularity and … to
artificial creativity and manufacturing. Although many of these areas closely relate to the urban

[HTML][HTML] A review of earth artificial intelligence

Z Sun, L Sandoval, R Crystal-Ornelas… - Computers & …, 2022 - Elsevier
… enhancing model intelligence level, scaling up operation, and reducing costs in many
subdomains amid the exponentially accumulated datasets and the promising artificial intelligence (…