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Exploring progress in multivariate time series forecasting: Comprehensive benchmarking and heterogeneity analysis
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 …
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
Solving geospatial tasks generally requires multiple geospatial tools and steps, ie, tool-use
chains. Automating the geospatial task solving process can effectively enhance the …
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 …
hyperspectral remote sensing have spurred rapid and innovative developments in UAV …
Collaboration between artificial intelligence and Earth science communities for mutual benefit
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 …
Nature Geoscience Skip to main content Thank you for visiting nature.com. You are using a …
Dual-model collaboration consistency semi-supervised learning for few-shot lithology interpretation
W Han, Z Fu, S **, disaster prediction, soil erosion monitoring, and so on. However, the rich diversity …
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 …
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
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 …
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 …
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 …
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
Automatic crop interpretation can provide important reference information for national
agricultural decision-making. However, due to the diverse characteristics and complex …
agricultural decision-making. However, due to the diverse characteristics and complex …