journal article·2023-03-19Open access

GeoAI: Integration of Artificial Intelligence, Machine Learning, and Deep Learning with GIS

Yosoon Choi

Applied Sciences· Volume 13· Issue 6

Abstract

Geographic Information Systems (GIS) have become increasingly important in various fields such as urban planning, environmental management, transportation, and agriculture [...]
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Source: crossref · Quality: short

Research context

OpenAlex topics: Traffic Prediction and Management Techniques · Human Mobility and Location-Based Analysis · Automated Road and Building Extraction

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Energy Resources Engineering, Pukyong National University, Busan 48513, Republic of Korea

Funding

National Research Foundation of Korea

References (6)

Show source-provided references
1. Liu, Z., Guan, R., Hu, J., Chen, W., and Li, X. (2022). Remote Sensing Scene Data Generation Using Element Geometric Transformation and GAN-Based Texture Synthesis. Appl. Sci., 12.10.3390/app12083972 ↗
2. Zhao, G., Li, Z., and Yang, M. (2021). Comparison of Twelve Machine Learning Regression Methods for Spatial Decomposition of Demographic Data Using Multisource Geospatial Data: An Experiment in Guangzhou City, China. Appl. Sci., 11.10.3390/app11209424 ↗
3. Iddianozie, C., and McArdle, G. (2021). Towards Robust Representations of Spatial Networks Using Graph Neural Networks. Appl. Sci., 11.10.3390/app11156918 ↗
4. Muhadi, N.A., Abdullah, A.F., Bejo, S.K., Mahadi, M.R., and Mijic, A. (2021). Deep Learning Semantic Segmentation for Water Level Estimation Using Surveillance Camera. Appl. Sci., 11.10.3390/app11209691 ↗
5. Bosisio, A., Berizzi, A., Merlo, M., Morotti, A., and Iannarelli, G. (2022). A GIS-Based Approach for Primary Substations Siting and Timing Based on Voronoi Diagram and Particle Swarm Optimization Method. Appl. Sci., 12.10.3390/app12126008 ↗
6. Lu, E.H.-C., and Liu, C.-Y. (2021). A Spatial-Temporal Approach for Air Quality Forecast in Urban Areas. Appl. Sci., 11.10.3390/app11114971 ↗