Extending geographically and temporally weighted regression to account for both spatiotemporal heterogeneity and seasonal variations in coastal seas. - Zhenhong Du; Sensen Wu; Feng Zhang 009; Renyi Liu; Yan Zhou (Ecol. Informatics, 2018)

A spatiotemporal regression-kriging model for space-time interpolation: a case study of chlorophyll-a prediction in the coastal areas of Zhejiang, China. - Zhenhong Du; Sensen Wu; Mei-Po Kwan; Chuanrong Zhang; Feng Zhang 009; Renyi Liu (Int. J. Geogr. Inf. Sci., 2018)

Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity. - Zhenhong Du; Zhongyi Wang; Sensen Wu; Feng Zhang 009; Renyi Liu (Int. J. Geogr. Inf. Sci., 2020)

Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships. - Sensen Wu; Zhongyi Wang; Zhenhong Du; Bo Huang 001; Feng Zhang 009; Renyi Liu (Int. J. Geogr. Inf. Sci., 2021)

Using Geographically Weighted Regression to Study the Seasonal Influence of Potential Risk Factors on the Incidence of HFMD on the Chinese Mainland. - Jingtao Sun; Sensen Wu; Zhen Yan; Yadong Li; Cheng Yan; Feng Zhang 009; Renyi Liu; Zhenhong Du (ISPRS Int. J. Geo Inf., 2021)

A GloVe-Based POI Type Embedding Model for Extracting and Identifying Urban Functional Regions. - Chengkun Zhang; Liuchang Xu; Zhen Yan; Sensen Wu (ISPRS Int. J. Geo Inf., 2021)

Satellite-Based Mapping of High-Resolution Ground-Level PM2.5 with VIIRS IP AOD in China through Spatially Neural Network Weighted Regression. - Yijun Chen; Sensen Wu; Yuanyuan Wang; Feng Zhang 009; Renyi Liu; Zhenhong Du (Remote. Sens., 2021)

Spatiotemporal assessments of nutrients and water quality in coastal areas using remote sensing and a spatiotemporal deep learning model. - Sensen Wu; Jin Qi; Zhen Yan; Fangzheng Lyu; Tao Lin; Yuanyuan Wang; Zhenhong Du (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A deep learning crop model for adaptive yield estimation in large areas. - Yilin Zhu; Sensen Wu; Mengjiao Qin; Zhiyi Fu; Yi Gao; Yuanyuan Wang; Zhenhong Du (Int. J. Appl. Earth Obs. Geoinformation, 2022)

House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China. - Zimo Wang; Yicheng Wang; Sensen Wu (CoRR, 2022)

Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid. - Zhen Dai; Sensen Wu; Yuanyuan Wang; Hongye Zhou; Feng Zhang 009; Bo Huang 001; Zhenhong Du (Int. J. Geogr. Inf. Sci., 2022)

House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China. - Zimo Wang; Yicheng Wang; Sensen Wu; Zhenhong Du (ISPRS Int. J. Geo Inf., 2022)

Effects of Climate Change on Corn Yields: Spatiotemporal Evidence from Geographically and Temporally Weighted Regression Model. - Bing Yang; Sensen Wu; Zhen Yan (ISPRS Int. J. Geo Inf., 2022)

A deep trajectory clustering method based on sequence-to-sequence autoencoder model. - Chao Wang; Fangzheng Lyu; Sensen Wu; Yuanyuan Wang; Liuchang Xu; Feng Zhang 009; Shaowen Wang 001; Yongheng Wang; Zhenhong Du (Trans. GIS, 2022)

A High-Resolution Land Surface Temperature Downscaling Method Based on Geographically Weighted Neural Network Regression. - Minggao Liang; Laifu Zhang; Sensen Wu; Yilin Zhu; Zhen Dai; Yuanyuan Wang; Jin Qi; Yijun Chen; Zhenhong Du (Remote. Sens., 2023)

A Graph Memory Neural Network for Sea Surface Temperature Prediction. - Shuchen Liang; Anming Zhao; Mengjiao Qin; Linshu Hu; Sensen Wu; Zhenhong Du; Renyi Liu (Remote. Sens., 2023)

High-Resolution Daily Spatiotemporal Distribution and Evaluation of Ground-Level Nitrogen Dioxide Concentration in the Beijing-Tianjin-Hebei Region Based on TROPOMI Data. - Chunhui Liu; Sensen Wu; Zhen Dai; Yuanyuan Wang; Zhenhong Du; Xingyu Liu; Chunxia Qiu (Remote. Sens., 2023)

WirePAuS: Auxiliary-free Single-shot Wireframe Parsing. - Jinkang Ji; Junao Shen; Xinyu Wang; Tian Feng 001; Sensen Wu (ICME, 2024)

Spatiotemporal weighted neural network reveals surface seawater pCO2 distributions and underlying environmental mechanisms in the North Pacific Ocean. - Yi Liu 093; Yijun Chen; Zihang Huang; Haoxuan Liang; Jin Qi; Sensen Wu; Zhenhong Du (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Enhancing mineral prospectivity mapping with geospatial artificial intelligence: A geographically neural network-weighted logistic regression approach. - Luoqi Wang; Jie Yang; Sensen Wu; Linshu Hu; Yunzhao Ge; Zhenhong Du (Int. J. Appl. Earth Obs. Geoinformation, 2024)

LOGCAN++: Local-global class-aware network for semantic segmentation of remote sensing images. - Xiaowen Ma; Rongrong Lian; Zhenkai Wu; Hongbo Guo; Mengting Ma; Sensen Wu; Zhenhong Du; Siyang Song; Wei Zhang 243 (CoRR, 2024)

Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study. - Liuchang Xu; Shuo Zhao; Qingming Lin; Luyao Chen; Qianqian Luo; Sensen Wu; Xinyue Ye; Hailin Feng; Zhenhong Du (CoRR, 2024)

ControlCity: A Multimodal Diffusion Model Based Approach for Accurate Geospatial Data Generation and Urban Morphology Analysis. - Fangshuo Zhou; Huaxia Li; Rui Hu; Sensen Wu; Hailin Feng; Zhenhong Du; Liuchang Xu (CoRR, 2024)

ShapefileGPT: A Multi-Agent Large Language Model Framework for Automated Shapefile Processing. - Qingming Lin; Rui Hu; Huaxia Li; Sensen Wu; Yadong Li; Kai Fang 001; Hailin Feng; Zhenhong Du; Liuchang Xu (CoRR, 2024)

DOCNet: Dual-Domain Optimized Class-Aware Network for Remote Sensing Image Segmentation. - Xiaowen Ma; Rui Che; Xinyu Wang; Mengting Ma; Sensen Wu; Tian Feng 001; Wei Zhang 243 (IEEE Geosci. Remote. Sens. Lett., 2024)

Arctic Sea Ice Concentration Prediction Using Spatial Attention Deep Learning. - Haoqi Gu; Lianchong Zhang; Mengjiao Qin; Sensen Wu; Zhenhong Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

ENSO Forecasts With Spatiotemporal Fusion Transformer Network. - Anming Zhao; Mengjiao Qin; Sensen Wu; Renyi Liu; Zhenhong Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Aggregative and Contrastive Dual-View Graph Attention Network for Hyperspectral Image Classification. - Haoyu Jing; Sensen Wu; Laifu Zhang; Fanen Meng; Tian Feng 001; Yiming Yan; Yuanyuan Wang; Zhenhong Du (IEEE Trans. Geosci. Remote. Sens., 2024)

A Conditional Diffusion Model With Fast Sampling Strategy for Remote Sensing Image Super-Resolution. - Fanen Meng; Yijun Chen; Haoyu Jing; Laifu Zhang; Yiming Yan; Yingchao Ren; Sensen Wu; Tian Feng 001; Renyi Liu; Zhenhong Du (IEEE Trans. Geosci. Remote. Sens., 2024)

Single Remote Sensing Image Super-Resolution via a Generative Adversarial Network With Stratified Dense Sampling and Chain Training. - Fanen Meng; Sensen Wu; Yadong Li; Zhe Zhang 040; Tian Feng 001; Renyi Liu; Zhenhong Du (IEEE Trans. Geosci. Remote. Sens., 2024)

Causality-Guided Stepwise Intervention and Reweighting for Remote Sensing Image Semantic Segmentation. - Shuting Shi; Baohong Li; Laifu Zhang; Kun Kuang; Sensen Wu; Tian Feng 001; Yiming Yan; Zhenhong Du (IEEE Trans. Geosci. Remote. Sens., 2024)

A Downscaling Framework for Urban Nighttime Light Based on Multifactor Geographically Neural Network Weighted Regression. - Laifu Zhang; Sensen Wu; Minggao Liang; Haoyu Jing; Shuting Shi; Yilin Zhu; Yang Ye; Sheng Huang; Fanen Meng; Zhenhong Du (IEEE Trans. Geosci. Remote. Sens., 2024)

A deep multi-scale neural networks for crime hotspot mapping prediction. - Changfeng Jing; Xinxin Lv; Yi Wang 132; Mengjiao Qin; Shiyuan Jin; Sensen Wu; Gaoran Xu (Comput. Environ. Urban Syst., 2024)

Quantitative Study on American COVID-19 Epidemic Predictions and Scenario Simulations. - Jingtao Sun; Jin Qi; Zhen Yan; Yadong Li; Jie Liang; Sensen Wu (ISPRS Int. J. Geo Inf., 2024)

GSA-SiamNet: A Siamese Network with Gradient-Based Spatial Attention for Pan-Sharpening of Multi-Spectral Images. - Yi Gao; Mengjiao Qin; Sensen Wu; Feng Zhang 009; Zhenhong Du (Remote. Sens., 2024)

GNNWR v0.1.11: A Python package for modeling spatial temporal non-stationary. - Ziyu Yin; Jiale Ding; Yi Liu 093; Ruoxu Wang; Yige Wang; Jin Qi; Yijun Chen; Sensen Wu; Zhenhong Du (Zenodo, 2024)

An LLM-Based Inventory Construction Framework of Urban Ground Collapse Events with Spatiotemporal Locations. - Yanan Hao; Jin Qi; Xiaowen Ma; Sensen Wu; Renyi Liu; Xiaoyi Zhang 004 (ISPRS Int. J. Geo Inf., 2024)

A neural network model to optimize the measure of spatial proximity in geographically weighted regression approach: a case study on house price in Wuhan. - Jiale Ding; Wenying Cen; Sensen Wu; Yijun Chen; Jin Qi; Bo Huang 001; Zhenhong Du (Int. J. Geogr. Inf. Sci., 2024)

Spatial Downscaling of Nighttime Land Surface Temperature Based on Geographically Neural Network Weighted Regression Kriging. - Jihan Wang; Nan Zhang; Laifu Zhang; Haoyu Jing; Yiming Yan; Sensen Wu; Renyi Liu (Remote. Sens., 2024)

DCPMS: A Large-Scale Raster Layer Serving Method for Custom Online Calculation and Rendering. - Anbang Yang; Feng Zhang 009; Jie Feng; Luoqi Wang; Enjiang Yue; Xinhua Fan; Jingyi Zhang; Linshu Hu; Sensen Wu (ISPRS Int. J. Geo Inf., 2024)

Using PySpark to accelerate batch data point rotation for paleogeographic reconstruction. - Shuyan Xu; Linshu Hu; Haipeng Li; Mengjiao Qin; Sensen Wu; Zhenhong Du (Int. J. Digit. Earth, 2024)

In2NeCT: Inter-class and Intra-class Neural Collapse Tuning for Semantic Segmentation of Imbalanced Remote Sensing Images. - Junao Shen; Qiyun Hu; Tian Feng 001; Xinyu Wang; Hui Cui 002; Sensen Wu; Wei Zhang 243 (AAAI, 2025)

A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors. - Jin Qi; Wenting Lv; Junxia Zhu; Minyu Wang; Zhe Zhang 040; Guangyuan Zhang; Sensen Wu; Zhenhong Du (Environ. Model. Softw., 2025)

LOGCAN++: Adaptive Local-Global Class-Aware Network for Semantic Segmentation of Remote Sensing Images. - Xiaowen Ma; Rongrong Lian; Zhenkai Wu; Hongbo Guo; Fan Yang 100; Mengting Ma; Sensen Wu; Zhenhong Du; Wei Zhang 243; Siyang Song (IEEE Trans. Geosci. Remote. Sens., 2025)

High-Resolution Lunar Brightness Temperature Model Based on Chang'e-2 MRM Data and Spatially Weighted Neural Network. - Mingwen Zhu; Zhanchuan Cai; Sensen Wu; Yuhan Zhang; Jiayang Li (IEEE Trans. Geosci. Remote. Sens., 2025)

Using an attention-based architecture to incorporate context similarity into spatial non-stationarity estimation. - Sensen Wu; Jiale Ding; Ruoxu Wang; Yige Wang; Ziyu Yin; Bo Huang 001; Zhenhong Du (Int. J. Geogr. Inf. Sci., 2025)