Multi-source data integration modeling and spatial analysis for optimal design of high-level radioactive waste geological repository - Peinan Li; Qingyan Tan; Jingxiao Wang; Yong Ye; Jie Fan; Yan Qiu (Earth Science Informatics, 2025)

STAT-LSTM: A multivariate spatiotemporal feature aggregation model for SPEI-based drought prediction - Ying Chen; Huanping Wu; Nengfu Xie; Xiaohe Liang; Lihua Jiang; Minghui Qiu; Yonglei Li (Earth Science Informatics, 2025)

Transitional shale reservoir quality evaluation based on Random Forest algorithm—a case study of the Shanxi Formation, eastern Ordos Basin, China - Wanli Gao; Qin Zhang; Jingtao Zhao; Wen Liu; Weiliang Kong; Guangyin Cai; Tianquan Qu; Hongjie Peng; Wenyu Li; Yugang Yang; Yingfang Zhou; Zhen Qiu (Earth Science Informatics, 2025)

CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain - Kai Ma; Shuai Zheng; Miao Tian; Qinjun Qiu; Yongjian Tan; Xinxin Hu; HaiYan Li; Zhong Xie (Earth Science Informatics, 2023)

Enhancing the performance of tunnel water inflow prediction using Random Forest optimized by Grey Wolf Optimizer - Jian Zhou; Yulin Zhang; Chuanqi Li; Weixun Yong; Yingui Qiu; Kun Du; Shiming Wang (Earth Science Informatics, 2023)

Correction to: Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes - Xiaobing Jin; Junwei Bu; Guilan Qiu; Li Ma; Zhongming Chen; Tao Chen; Junwei Wu; Bo Pan; Hai Ji; Jingxuan Tian; Xiaoxiao Wu; Zhipeng Li; et al. (Earth Science Informatics, 2022)

Land subsidence calculation model under the coupling effect of groundwater and coal mining - Yiguo Xue; Hong Chen; Fanmeng Kong; Zhiqiang Li; Daohong Qiu; Qiqi Chen; Fan Yang; Xudong Jiang (Earth Science Informatics, 2022)

Non-normal distribution of radon and residual radon and short-term abnormal precursors of residual radon before major earthquakes - Xiaobing Jin; Junwei Bu; Guilan Qiu; Li Ma; Zhongming Chen; Tao Chen; Junwei Wu; Bo Pan; Hai Ji; Jingxuan Tian; Xiaoxiao Wu; Zhipeng Li; et al. (Earth Science Informatics, 2022)

Few-shot learning for name entity recognition in geological text based on GeoBERT - Hao Liu; Qinjun Qiu; Liang Wu; Wenjia Li; Bin Wang; Yuan Zhou (Earth Science Informatics, 2022)

Text visualization for geological hazard documents via text mining and natural language processing - Ying Ma; Zhong Xie; Gang Li; Kai Ma; Zhen Huang; Qinjun Qiu; Hui Liu (Earth Science Informatics, 2022)

Extraction of temporal information from social media messages using the BERT model - Kai Ma; Yongjian Tan; Miao Tian; Xuejing Xie; Qinjun Qiu; Sanfeng Li; Xin Wang (Earth Science Informatics, 2022)

Fracture recognition in ultrasonic logging images via unsupervised segmentation network - Wei Zhang; Tong Wu; Zhipeng Li; Shiyuan Liu; Ao Qiu; Yanjun Li; Yibing Shi (Earth Science Informatics, 2021)

BiLSTM-CRF for geological named entity recognition from the geoscience literature - Qinjun Qiu; Zhong Xie; Liang Wu; Liufeng Tao; Wenjia Li (Earth Science Informatics, 2019)

Using monitoring data of surface soil to predict whole crop-root zone soil water content with PSO-LSSVM, GRNN and WNN - Zhao Lixi; Shui Pengbo; Jiang Fang; Qiu Hengqing; Ren Shumei; Li Yunkai; Zhang Yu (Earth Science Informatics, 2014)