A spatiotemporal deep learning model for sea surface temperature field prediction using time-series satellite data. - Changjiang Xiao; Nengcheng Chen; Chuli Hu; Ke Wang 023; Zewei Xu; Yaping Cai; Lei Xu 032; Zeqiang Chen; Jianya Gong (Environ. Model. Softw., 2019)

Using Multi-Temporal MODIS NDVI Data to Monitor Tea Status and Forecast Yield: A Case Study at Tanuyen, Laichau, Vietnam. - Phamchimai Phan; Nengcheng Chen; Lei Xu 032; Zeqiang Chen (Remote. Sens., 2020)

Detecting Spatially Non-Stationary between Vegetation and Related Factors in the Yellow River Basin from 1986 to 2021 Using Multiscale Geographically Weighted Regression Based on Landsat. - Xiaolei Wang; Shouhai Shi; Xue Zhao; Zirong Hu; Mei Hou; Lei Xu 032 (Remote. Sens., 2022)

Spatiotemporal Dynamics of Remote-Sensed Forel-Ule Index for Inland Waters Across China During the COVID-19 Pandemic. - Lei Xu 032; Jie Liu; Nengcheng Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Exploring the Relationship between the Eco-Environmental Quality and Urbanization by Utilizing Sentinel and Landsat Data: A Case Study of the Yellow River Basin. - Xiaolei Wang; Shiru Zhang; Xue Zhao; Shouhai Shi; Lei Xu 032 (Remote. Sens., 2023)

Monthly Ocean Primary Productivity Forecasting by Joint Use of Seasonal Climate Prediction and Temporal Memory. - Lei Xu 032; Hongchu Yu; Zeqiang Chen; Wenying Du; Nengcheng Chen; Chong Zhang (Remote. Sens., 2023)

Rice Yield Prediction in Hubei Province Based on Deep Learning and the Effect of Spatial Heterogeneity. - Shitong Zhou; Lei Xu 032; Nengcheng Chen (Remote. Sens., 2023)

Applicability Analysis and Ensemble Application of BERT with TF-IDF, TextRank, MMR, and LDA for Topic Classification Based on Flood-Related VGI. - Wenying Du; Chang Ge 008; Shuang Yao; Nengcheng Chen; Lei Xu 032 (ISPRS Int. J. Geo Inf., 2023)

Hybrid Deep Learning and S2S Model for Improved Sub-Seasonal Surface and Root-Zone Soil Moisture Forecasting. - Lei Xu 032; Hongchu Yu; Zeqiang Chen; Wenying Du; Nengcheng Chen; Min Huang 005 (Remote. Sens., 2023)

Modeling Population Mobility Flows: A Hybrid Approach Integrating a Gravity Model and Machine Learning. - Jingjing Liu; Lei Xu 032; Le Ma; Nengcheng Chen (ISPRS Int. J. Geo Inf., 2024)

Monthly NDVI Prediction Using Spatial Autocorrelation and Nonlocal Attention Networks. - Lei Xu 032; Ruinan Cai; Hongchu Yu; Wenying Du; Zeqiang Chen; Nengcheng Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Geographically Weighted Convolutional Long Short-Term Memory Neural Networks: A Geospatial Deep Learning Model for Monthly NDVI Prediction. - Ruinan Cai; Lei Xu 032; Yu Lv; Tingtao Wu; Xuechun Li; Ziwei Pan; Hongchu Yu; Wenying Du; Nengcheng Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Incorporating spatial autocorrelation into deformable ConvLSTM for hourly precipitation forecasting. - Lei Xu 032; Xihao Zhang; Hongchu Yu; Zeqiang Chen; Wenying Du; Nengcheng Chen (Comput. Geosci., 2024)

Flood Inundation Probability Estimation by Integrating Physical and Social Sensing Data: Case Study of 2021 Heavy Rainfall in Henan, China. - Wenying Du; Qingyun Xia; Bingqing Cheng; Lei Xu 032; Zeqiang Chen; Xiang Zhang 002; Min Huang 005; Nengcheng Chen (Remote. Sens., 2024)

Spatiotemporal seamless global surface soil moisture. - Lei Xu 032; Zhenni Ye; Jin Dai; Qi Li; Youting Hong; Yun Tao; Hongchu Yu; Chong Zhang; Nengcheng Chen (IEEE DataPort, 2024)

Accurate sub-seasonal root-zone soil moisture prediction using attention-based autoregressive transfer learning and SMAP data. - Lei Xu 032; Xihao Zhang; Xi Zhang; Tingtao Wu; Hongchu Yu; Wenying Du; Zeqiang Chen; Nengcheng Chen (Int. J. Appl. Earth Obs. Geoinformation, 2025)

OFPO & KGFPO: Ontology and knowledge graph for flood process observation. - Wenying Du; Chang Liu; Qingyun Xia; Mengtian Wen; Ying Hu; Zeqiang Chen; Lei Xu 032; Xiang Zhang 002; Berhanu Keno Terfa; Nengcheng Chen (Environ. Model. Softw., 2025)

Spatiotemporal Soil Moisture Prediction Using a Causal-Guided Deep Learning Model. - Tingtao Wu; Lei Xu 032; Ziwei Pan; Ruinan Cai; Jin Dai; Shuang Yang; Xihao Zhang; Xi Zhang; Nengcheng Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Spatiotemporal Seamless Estimation of Global Surface Soil Moisture Using Triple Collocation, Machine Learning, and Data Assimilation. - Lei Xu 032; Zhenni Ye; Jin Dai; Qi Li; Youting Hong; Yun Tao; Hongchu Yu; Chong Zhang; Zeqiang Chen; Nengcheng Chen (IEEE Trans. Geosci. Remote. Sens., 2025)