A guided heterogeneous feature fusion network for real-time prediction of rock strength - Dezhi Sun; Renshu Yang; Jinjing Zuo; Huaqiang liu; Yang Li; Xiaolei Yue (Earth Science Informatics, 2026)

Multi-scale attention sequence networks for lithology identification in the songliao basin - Hao Shi; XiaLin Zhang; ZhangLin Li; Yang Liu; ZhengPing Weng; LiangYu Wang (Earth Science Informatics, 2026)

HyLiFT: a parameter-efficient hierarchical fusion transformer for imbalanced lithology classification in complex tectonic zones - Yumin Li; Yang Zhang; Yuwei Zu; Ji Li; Binghui Song; Hao Liu (Earth Science Informatics, 2026)

An intelligent lithofacies identification method for tight carbonate reservoirs integrating dynamic clustering and BiLSTM-attention network - Guangjie Fu; Zihao Mu; Haiwei Mu; Rui Yang; Meiqi Jia; Xinyu Li (Earth Science Informatics, 2026)

A method for reconstructing logging curves based on Characterization-enhanced Variational Autoencoder - Xialin Zhang; Jizhen Qu; Zhenjiang Wang; Yang Liu; Zhanglin Li; Liangyu Wang (Earth Science Informatics, 2025)

Ultra-short-term wind speed hybrid forecasting model based on maximal information coefficient-optimized TVF-EMD and resTKAN - Chenglin Yang; Wenyu Zhang; Jing Ren; Guoyin Wang; Yining Ma; Mingjun Li (Earth Science Informatics, 2025)

A novel TCN-augmented CNN-LSTM architecture for accurate monthly runoff forecasting - Dong-mei Xu; Qi-qi Zeng; Wen-chuan Wang; Miao Gu; Yi-yang Wang; Zong Li (Earth Science Informatics, 2025)

CNN-based transfer learning for self-potential inversion - Yian Cui; Xiangbo Yang; Hao Li; Pu Wang; Jing Xie; Jianxin Liu (Earth Science Informatics, 2025)

MSTC: a unified encoding method for geophysical big data retrieval - Henggao Geng; Suping Peng; Tao He; Na Xu; Zhangang Wang; Xianlei Xu; Xiaoqin Cui; Wenfeng Du; Yang Li; Kunheng Li (Earth Science Informatics, 2025)

An automatic Lithofacies sample labeling method by integrating deep learning and Gaussian mixture model - Zihao Mu; Chunsheng Li; Zongbao Liu; Tao Liu; Kejia Zhang; Haoran Wang; Haiwei Mu; Yuchen Yang (Earth Science Informatics, 2025)

Segmentation of urban green space and water body based on high-resolution remote sensing images - Chen Yang; Ying Wei; Junwei Liu; Hao Yang; Zhoubang He; Jiaguang Li (Earth Science Informatics, 2025)

A lightweight dual-layer convolutional model for wind power forecasting - Yongsheng Ye; Liu Liu; Yang Li; Xun Liu; Yanlong Xu; Yuchen Liu; Lili Li (Earth Science Informatics, 2025)

High-precision landslide susceptibility assessment based on the coupling of IHAOAVOA algorithm and BP neural network - Siyu Liang; Li Li; Yue Qiang; Xinlong Xu; Wenjun Yang; Tao Chen; Xinyi Tan; Xi Wang (Earth Science Informatics, 2025)

Short-term coalbed methane concentration prediction and early warning based on the STL-ENN-GRU hybrid model - Kangle Li; Lin Jiang; Yan Zhang; Mei Wang; Yuancheng Li; Kun Yang (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)

A stacking ensemble machine learning model for improving monthly runoff prediction - Wen-chuan Wang; Miao Gu; Zong Li; Yang-hao Hong; Hong-fei Zang; Dong-mei Xu (Earth Science Informatics, 2025)

DPMFformer: an underwater image enhancement network based on deep pooling and multi-scale fusion transformer - Dan Xiang; Wenlei Yang; Zebin Zhou; Jinwen Zhang; Jianxin Li; Jian Ouyang; Jing Ling (Earth Science Informatics, 2025)

Correction: Extraction of maize canopy temperature and variation factor analysis based on multi-source unmanned aerial vehicle remote sensing data - Liting Zhai; Wenpan Yang; Changchun Li; Chunyan Ma; Xifang Wu; Ruilong Zhang (Earth Science Informatics, 2024)

A method for landslide identification and detection in high-precision aerial imagery: progressive CBAM-U-net model - Hanjie Lin; Li Li; Yue Qiang; Xinlong Xu; Siyu Liang; Tao Chen; Wenjun Yang; Yi Zhang (Earth Science Informatics, 2024)

Two-stage forecasting of TCN-GRU short-term load considering error compensation and real-time decomposition - Yang Li; Yongsheng Ye; Yanlong Xu; Lili Li; Xi Chen; Jianghua Huang (Earth Science Informatics, 2024)

Extraction of maize canopy temperature and variation factor analysis based on multi-source unmanned aerial vehicle remote sensing data - Liting Zhai; Wenpan Yang; Changchun Li; Chunyan Ma; Xifang Wu; Ruilong Zhang (Earth Science Informatics, 2024)

From land to ocean: bathymetric terrain reconstruction via conditional generative adversarial network - Liwen Zhang; Jiabao Wen; Ziqiang Huo; Zhengjian Li; Meng Xi; Jiachen Yang (Earth Science Informatics, 2024)

Real-time sharing algorithm of earthquake early warning data of hydropower station based on deep learning - Gang Yang; Min Zeng; Xiaohong Lin; Songbai Li; Haoxiang Yang; Lingyan Shen (Earth Science Informatics, 2024)

Manganese mineral prospectivity based on deep convolutional neural networks in Songtao of northeastern Guizhou - Kai Xu; Siyuan Zhao; Chonglong Wu; Sui Zhang; Liangjun Yuan; Changyu Yang; Yan Li; Yang Dong; Yongjin Wu; Shize Xiang; Chunfang Kong (Earth Science Informatics, 2024)

Engineering Applications of Urban Green Space Planning in Mountainous Areas: An Improved Structure-based RS Land Class Information Extraction Method for U-Net Networks - Yafeng Li; Yongzhi Yang; Xiaoyun Yan; Yingjie Li (Earth Science Informatics, 2023)

Research on stability analysis of large karst cave structure based on multi-source point clouds modeling - Yirong Pan; Yonghua Xia; Yueyu Li; Minglong Yang; Qi Zhu (Earth Science Informatics, 2023)

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)

Prediction and analysis of the soil organic matter distribution with the spatiotemporal kriging method - Yong Yang; Hao Li; Shudan Deng; Xue Yang; Mingxia Wang; Wenfeng Tan; Zhengyu Wu; Qinglong Wang; Yuzhi Zhou (Earth Science Informatics, 2022)

Characterization of seismic information entropy attributes of braided river delta sedimentary microfacies for the upper Shaximiao formation in the Wubaochang area, northeastern Sichuan Basin, China - Yanguo Qiao; Zhigang Liu; Wei Luo; Dianguang Zang; Chenrui Li; Fan Yang; Guoshuai Si (Earth Science Informatics, 2022)

A novel large-scale land degradation remote sensing index and its application in Three River Source Region - Ye Wen; Qiubing Wang; Bing Guo; Chao Meng; Yumei Cai; Haorun Xue; Huihui Zhao; Wenqian Zang; Cuixia Wei; Yang Yu; Yifeng Liu; Jialin Li (Earth Science Informatics, 2022)

Analysis of geomorphologic features of the circular structure in the south of Lufeng Dinosaur Valley - Hu Lin; Gan Shu; Yuan Xiping; Yang MingLong; Gao Sha; Bi Rui; Li Yan (Earth Science Informatics, 2022)

Susceptibility assessment of small, shallow and clustered landslide - Xuemei Liu; Pengcheng Su; Yong Li; Jun Zhang; Taiqiang Yang (Earth Science Informatics, 2021)

BDS precise point positioning ambiguity resolution with high rate data and its application to seismic displacement and marine surveying - Zongqiu Xu; Nannan Yang; Yantian Xu; Longjiang Tang; Aigong Xu; Lei Li; Meng Gao (Earth Science Informatics, 2021)

Spatial variation of gully development in the loess plateau of China based on the morphological perspective - Chenrui Li; Fayuan Li; Ziyang Dai; Xue Yang; Xujia Cui; Lanhua Luo (Earth Science Informatics, 2020)

Joint probability-based classifier based on vine copula method for land use classification of multispectral remote sensing data - Yunlong Zhang; Xuan Wang; Dan Liu; Chunhui Li; Qiang Liu; Yanpeng Cai; Yujun Yi; Zhifeng Yang (Earth Science Informatics, 2020)

Assessment with remotely sensed soil moisture products and ground-based observations over three dense network - Gang Yang; Peng Guo; Xican Li; Hong Wan; Chunhong Meng; Bo Wang (Earth Science Informatics, 2020)

Terrace extraction based on remote sensing images and digital elevation model in the loess plateau, China - Lanhua Luo; Fayuan Li; Ziyang Dai; Xue Yang; Wei Liu; Xuan Fang (Earth Science Informatics, 2020)

An ArcGIS add-in for spatiotemporal data mining in climate data - Jisheng Xia; Jinne Li; Pinliang Dong; Kecheng Yang (Earth Science Informatics, 2020)

An integrated method for calculating DEM-based RUSLE LS - Meng Wang; Jantiene E. M. Baartman; Hongming Zhang; Qinke Yang; Shuqin Li; Jiangtao Yang; Cheng Cai; Meili Wang; Coen J. Ritsema; Violette Geissen (Earth Science Informatics, 2018)

A comparison of slope units and grid cells as mapping units for landslide susceptibility assessment - Qianqian Ba; Yumin Chen; Susu Deng; Jiaxin Yang; Huifang Li (Earth Science Informatics, 2018)