Geo Intelligence.

研究与来源

A dual-track machine learning framework for andesite tectonic environment identification: ensemble learning and few-shot learning

Big Earth Data · 2026.02.04中科院一区 Top · 2025

论文作者：Penggang Li · Haiyang He · Fenghua Gu · Xiaoqiang Zhu · Zhengqing Wang · Shili Han · Yuxing He · Xiangcheng Li · Huanbao Zhang

DOI: 10.1080/20964471.2025.2603810

深时地球与演化

本条目提供可追溯的文献信息，尚未发布完整编辑解读。

阅读原始来源 ↗

重点期刊标识依据 2025 年中科院分区：大类一区且 Top=是。该期刊层面的标识不代表对单篇论文质量的评价。

相关研究

研究论文Earth Science Informatics2026.10.07

Structural and tectonic analysis of the Moroccan Central anti-atlas using predictive targeting with machine learning and inversion of aeromagnetic data: geodynamic and mining implications暂未提供译文

作者 Ayoub Soulaimani · Saâd Soulaimani · Abdelhalim Miftah

条目与解读阅读原文 ↗

研究论文Applied Computing and Geosciences2024.12

Novel application of unsupervised machine learning for characterization of subsurface seismicity, tectonic dynamics and stress distribution暂未提供译文

作者 Mohammad Salam · Muhammad Tahir Iqbal · Raja Adnan Habib · Amna Tahir · Aamir Sultan · Talat Iqbal

条目与解读阅读原文 ↗

研究论文Applied Computing and Geosciences2025.09

Automated fault network extraction in complex tectonic regimes: A hybrid machine learning and structural attributes approach暂未提供译文

作者 Muhammad Khan · Andy Anderson Bery · Yasir Bashir · Sya'rawi Muhammad Husni Sharoni · Syed Sadaqat Ali

条目与解读阅读原文 ↗

研究论文Applied Computing and Geosciences2025.12

Machine learning approaches in testing and enhancing tectonic setting discrimination of peridotites暂未提供译文

作者 Monir Modjarrad · Hadi Mostafavi Amjad · Mahrokh G. Shayesteh · Amin Danandeh Hesar

条目与解读阅读原文 ↗