Exploring progress in multivariate time series forecasting: Comprehensive benchmarking and heterogeneity analysis

Z Shao, F Wang, Y Xu, W Wei, C Yu… - … on Knowledge and …, 2024 - ieeexplore.ieee.org
Multivariate Time Series (MTS) analysis is crucial to understanding and managing complex
systems, such as traffic and energy systems, and a variety of approaches to MTS forecasting …

[HTML][HTML] Geospatial large language model trained with a simulated environment for generating tool-use chains autonomously

Y Zhang, J Li, Z Wang, Z He, Q Guan, J Lin… - International Journal of …, 2024 - Elsevier
Solving geospatial tasks generally requires multiple geospatial tools and steps, ie, tool-use
chains. Automating the geospatial task solving process can effectively enhance the …

UAV Hyperspectral Remote Sensing Image Classification: A Systematic Review

Z Zhang, L Huang, Q Wang, L Jiang… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
In recent years, significant advances in unmanned aerial vehicle (UAV) technology and
hyperspectral remote sensing have spurred rapid and innovative developments in UAV …

Collaboration between artificial intelligence and Earth science communities for mutual benefit

M Chen, Z Qian, N Boers, F Creutzig… - nature …, 2024 - nature.com
Collaboration between artificial intelligence and Earth science communities for mutual benefit |
Nature Geoscience Skip to main content Thank you for visiting nature.com. You are using a …

Popeye: A unified visual-language model for multi-source ship detection from remote sensing imagery

W Zhang, M Cai, T Zhang, G Lei… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Ship detection needs to identify ship locations from remote sensing scenes. Due to different
imaging payloads, various appearances of ships, and complicated background interference …

Mechanism analysis and numerical simulation of the Zhongchuan loess earthflow induced by the MS 6.2 Jishishan earthquake in Gansu, China

W Yang, C Ouyang, W **ang, H An - Engineering Geology, 2025 - Elsevier
Abstract On December 18, 2023, a destructive M S. 6.2 earthquake occurred in Jishishan
County, Gansu Province, China. The earthquake triggered a loess earthflow in Zhongchuan …

Multi-Scene Auxiliary Network-Based Road Crack Detection under the Framework of Distributed Edge Intelligence

S Chen, K Yao, Y Wang, X Huang… - IEEE Internet of …, 2025 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) significantly enhances the capabilities for road information
collection and processing by enabling real-time connectivity between vehicles …

Machine learning-supported determination for site-specific natural background values of soil heavy metals

J Wu, C Huang - Journal of hazardous materials, 2025 - Elsevier
Heavy metal natural background values play a crucial role in distinguishing anthropogenic
sources from natural sources to assess human impacts in polluted areas, thereby accurately …

Multiclass crop interpretation via a lightweight attentive feature fusion network using vehicle-view images

W Li, B Wu, R Fan, F Tian, M Zhang… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Automatic crop interpretation can provide important reference information for national
agricultural decision-making. However, due to the diverse characteristics and complex …