Using machine learning and satellite data from multiple sources to analyze mining, water management, and preservation of cultural heritage

JJ Sousa, J Lin, Q Wang, G Liu, J Fan… - Geo-spatial …, 2024 - Taylor & Francis
Remote sensing, particularly satellite-based, can play a valuable role in monitoring areas
prone to geohazards. The high spatial and temporal coverage provided by satellite data can …

[HTML][HTML] Lithology classification in semi-arid area combining multi-source remote sensing images using support vector machine optimized by improved particle swarm …

J Lu, L Han, L Liu, J Wang, Z **a, D **… - International Journal of …, 2023 - Elsevier
The development of multi-source remote sensing technologies is helpful for geologists to
obtain more comprehensive and complete lithological maps. In recent years, establishing …

Review on the progress and future prospects of geological disasters prediction in the era of artificial intelligence

X Zhang, M Zhang, X Liu, BK Terfa, WH Nam, X Gu… - Natural Hazards, 2024 - Springer
Geological disasters such as landslide, debris flow and collapse are major natural disasters
faced by both China and the world, which seriously threaten people's lives, property security …

EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices

J Yang, H Wang, Y Sheng, Y Lin, L Yang - … of the 61st ACM/IEEE Design …, 2024 - dl.acm.org
Full-waveform inversion (FWI) plays a vital role in geoscience to explore the subsurface. It
utilizes the seismic wave to image the subsurface velocity map. As the machine learning …

A zoning earthquake casualty prediction model based on machine learning

B Li, A Gong, T Zeng, W Bao, C Xu, Z Huang - Remote Sensing, 2021 - mdpi.com
The evaluation of mortality in earthquake-stricken areas is vital for the emergency response
during rescue operations. Hence, an effective and universal approach for accurately …

Multi-source monitoring data helps revealing and quantifying the excavation-induced deterioration of rock mass

Q Ding, C Guo, X Liu, X Gong, W Zhou, G Ma - Engineering Geology, 2023 - Elsevier
There exist many high-steep rock slopes in Southwest China due to the construction of large-
scale hydropower projects. The study on excavation-induced damage of high rock slopes is …

Study of the patterns of variations in ice lakes and the factors influencing these changes on the southeastern tibetan Plateau

YU Mingwei, LI Feng, GUO Yonggang, SU Libin… - Heliyon, 2024 - cell.com
The ice lakes in the southeastern Qinghai–Tibet Plateau have exhibited a pronounced
expansion against the backdrop of global warming, consequently amplifying the local risk of …

[HTML][HTML] Evaluating urban environmental quality using multi criteria decision making

H Mahmoudzadeh, A Abedini, F Aram, A Mosavi - Heliyon, 2024 - cell.com
In the urban environment, the quality refers to the capacity that provides and fulfills the
material and spiritual needs of inhabitants. In order to improve the quality of urban life and …

[HTML][HTML] Monitoring Mining-Induced Geo-Hazards in a Contaminated Mountainous Region of Indonesia Using Satellite Imagery

S Kimijima, M Nagai - Remote Sensing, 2023 - mdpi.com
Mining-induced or enhanced geo-hazards (MGHs) pose significant risks in rural
mountainous regions with underground mining operations by harming groundwater layers …

Different ground subsidence contributions revealed by integrated discussion of Sentinel-1 datasets, well discharge, stratigraphical and geomorphological data: the …

G Cianflone, G Vespasiano, C Tolomei, R De Rosa… - Sustainability, 2022 - mdpi.com
Groundwater is the main water supply for agricultural and industrial needs in many coastal
plains worldwide. Groundwater depletion often triggers land subsidence, which threatens …