Lei Xu

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Accurate sub-seasonal root-zone soil moisture prediction using attention-based autoregressive transfer learning and SMAP data.
Int. J. Appl. Earth Obs. Geoinformation
Lei Xu, Xihao Zhang, Xi Zhang, Tingtao Wu, Hongchu Yu, Wenying Du, Zeqiang Chen, Nengcheng Chen
2025 J jnl
Modeling inter-city population flows: a Deep Radiation model with multisource geographic features.
Int. J. Digit. Earth
Jingjing Liu, Lei Xu, Le Ma, Chao Wang, Nengcheng Chen
2025 J jnl
Multi-layer feature fusion and attention-enhanced YOLOv9 for rapid field detection of greenhouse blueberry maturity at long and short distances.
Int. J. Digit. Earth
Ziwei Pan, Lei Xu, Wanjin Zhao, Cong Fan, Xihao Zhang, Weihui Chen, Yonglin Shen, Nengcheng Chen
2025 J jnl
OFPO & KGFPO: Ontology and knowledge graph for flood process observation.
Environ. Model. Softw.
Wenying Du, Chang Liu, Qingyun Xia, Mengtian Wen, Ying Hu, Zeqiang Chen, Lei Xu, Xiang Zhang, Berhanu Keno Terfa, Nengcheng Chen
2025 J jnl
Spatiotemporal Seamless Estimation of Global Surface Soil Moisture Using Triple Collocation, Machine Learning, and Data Assimilation.
IEEE Trans. Geosci. Remote. Sens.
Lei Xu, Zhenni Ye, Jin Dai, Qi Li, Youting Hong, Yun Tao, Hongchu Yu, Chong Zhang, Zeqiang Chen, Nengcheng Chen
2025 J jnl
Spatiotemporal Soil Moisture Prediction Using a Causal-Guided Deep Learning Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tingtao Wu, Lei Xu, Ziwei Pan, Ruinan Cai, Jin Dai, Shuang Yang, Xihao Zhang, Xi Zhang, Nengcheng Chen
2025 J jnl
Spatiotemporal patterns of human mobility during the COVID-19 pandemic in China.
Geo spatial Inf. Sci.
Jingjing Liu, Lei Xu, Nengcheng Chen, Zeqiang Chen
2024 J jnl
Flood Inundation Probability Estimation by Integrating Physical and Social Sensing Data: Case Study of 2021 Heavy Rainfall in Henan, China.
Remote. Sens.
Wenying Du, Qingyun Xia, Bingqing Cheng, Lei Xu, Zeqiang Chen, Xiang Zhang, Min Huang, Nengcheng Chen
2024 J jnl
Geographically Weighted Convolutional Long Short-Term Memory Neural Networks: A Geospatial Deep Learning Model for Monthly NDVI Prediction.
IEEE Trans. Geosci. Remote. Sens.
Ruinan Cai, Lei Xu, Yu Lv, Tingtao Wu, Xuechun Li, Ziwei Pan, Hongchu Yu, Wenying Du, Nengcheng Chen
2024 J jnl
Incorporating spatial autocorrelation into deformable ConvLSTM for hourly precipitation forecasting.
Comput. Geosci.
Lei Xu, Xihao Zhang, Hongchu Yu, Zeqiang Chen, Wenying Du, Nengcheng Chen
2024 J jnl
Modeling Population Mobility Flows: A Hybrid Approach Integrating a Gravity Model and Machine Learning.
ISPRS Int. J. Geo Inf.
Jingjing Liu, Lei Xu, Le Ma, Nengcheng Chen
2024 J jnl
Monthly NDVI Prediction Using Spatial Autocorrelation and Nonlocal Attention Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lei Xu, Ruinan Cai, Hongchu Yu, Wenying Du, Zeqiang Chen, Nengcheng Chen
2023 J jnl
Applicability Analysis and Ensemble Application of BERT with TF-IDF, TextRank, MMR, and LDA for Topic Classification Based on Flood-Related VGI.
ISPRS Int. J. Geo Inf.
Wenying Du, Chang Ge, Shuang Yao, Nengcheng Chen, Lei Xu
2023 J jnl
Exploring the Relationship between the Eco-Environmental Quality and Urbanization by Utilizing Sentinel and Landsat Data: A Case Study of the Yellow River Basin.
Remote. Sens.
Xiaolei Wang, Shiru Zhang, Xue Zhao, Shouhai Shi, Lei Xu
2023 J jnl
Hybrid Deep Learning and S2S Model for Improved Sub-Seasonal Surface and Root-Zone Soil Moisture Forecasting.
Remote. Sens.
Lei Xu, Hongchu Yu, Zeqiang Chen, Wenying Du, Nengcheng Chen, Min Huang
2023 J jnl
Monthly Ocean Primary Productivity Forecasting by Joint Use of Seasonal Climate Prediction and Temporal Memory.
Remote. Sens.
Lei Xu, Hongchu Yu, Zeqiang Chen, Wenying Du, Nengcheng Chen, Chong Zhang
2023 J jnl
Rice Yield Prediction in Hubei Province Based on Deep Learning and the Effect of Spatial Heterogeneity.
Remote. Sens.
Shitong Zhou, Lei Xu, Nengcheng Chen
2023 J jnl
Spatiotemporal Dynamics of Remote-Sensed Forel-Ule Index for Inland Waters Across China During the COVID-19 Pandemic.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lei Xu, Jie Liu, Nengcheng Chen
2022 J jnl
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.
Remote. Sens.
Xiaolei Wang, Shouhai Shi, Xue Zhao, Zirong Hu, Mei Hou, Lei Xu
2020 J jnl
Using Multi-Temporal MODIS NDVI Data to Monitor Tea Status and Forecast Yield: A Case Study at Tanuyen, Laichau, Vietnam.
Remote. Sens.
Phamchimai Phan, Nengcheng Chen, Lei Xu, Zeqiang Chen
2019 J jnl
A spatiotemporal deep learning model for sea surface temperature field prediction using time-series satellite data.
Environ. Model. Softw.
Changjiang Xiao, Nengcheng Chen, Chuli Hu, Ke Wang, Zewei Xu, Yaping Cai, Lei Xu, Zeqiang Chen, Jianya Gong