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Employment (1)

Geographic Information Science, Zhejiang University: Hangzhou, Zhejiang, CN

(Earth department)
Employment
Source: Self-asserted source
Zhenhong Du

Education and qualifications (1)

Zhejiang University: Hangzhou, Zhejiang, CN

Ph.D (RS & GIS)
Education
Source: Self-asserted source
Zhenhong Du

Works (32)

LOGCAN++: Adaptive Local-Global Class-Aware Network for Semantic Segmentation of Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2025 | Journal article
DOI: 10.1109/TGRS.2025.3541871
Contributors: Xiaowen Ma; Rongrong Lian; Zhenkai Wu; Hongbo Guo; Fan Yang; Mengting Ma; Sensen Wu; Zhenhong Du; Wei Zhang; Siyang Song
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Crossref

STeInFormer: Spatial–Temporal Interaction Transformer Architecture for Remote Sensing Change Detection

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2025 | Journal article
DOI: 10.1109/JSTARS.2024.3522329
Contributors: Xiaowen Ma; Zhenkai Wu; Mengting Ma; Mengjiao Zhao; Fan Yang; Zhenhong Du; Wei Zhang
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Crossref

Using an attention-based architecture to incorporate context similarity into spatial non-stationarity estimation

International Journal of Geographical Information Science
2025-02-10 | Journal article
DOI: 10.1080/13658816.2025.2456556
Contributors: Sensen Wu; Jiale Ding; Ruoxu Wang; Yige Wang; Ziyu Yin; Bo Huang; Zhenhong Du
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Crossref

A Conditional Diffusion Model With Fast Sampling Strategy for Remote Sensing Image Super-Resolution

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3458009
Contributors: Fanen Meng; Yijun Chen; Haoyu Jing; Laifu Zhang; Yiming Yan; Yingchao Ren; Sensen Wu; Tian Feng; Renyi Liu; Zhenhong Du
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Crossref

A Downscaling Framework for Urban Nighttime Light Based on Multifactor Geographically Neural Network Weighted Regression

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3416211
Contributors: Laifu Zhang; Sensen Wu; Minggao Liang; Haoyu Jing; Shuting Shi; Yilin Zhu; Yang Ye; Sheng Huang; Fanen Meng; Zhenhong Du
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Crossref

Aggregative and Contrastive Dual-View Graph Attention Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3443953
Contributors: Haoyu Jing; Sensen Wu; Laifu Zhang; Fanen Meng; Tian Feng; Yiming Yan; Yuanyuan Wang; Zhenhong Du
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Crossref

Arctic Sea Ice Concentration Prediction Using Spatial Attention Deep Learning

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2024 | Journal article
DOI: 10.1109/JSTARS.2024.3486187
Contributors: Haoqi Gu; Lianchong Zhang; Mengjiao Qin; Sensen Wu; Zhenhong Du
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Crossref

Causality-Guided Stepwise Intervention and Reweighting for Remote Sensing Image Semantic Segmentation

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3432397
Contributors: Shuting Shi; Baohong Li; Laifu Zhang; Kun Kuang; Sensen Wu; Tian Feng; Yiming Yan; Zhenhong Du
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Crossref

ENSO Forecasts With Spatiotemporal Fusion Transformer Network

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2024 | Journal article
DOI: 10.1109/JSTARS.2024.3447356
Contributors: Anming Zhao; Mengjiao Qin; Sensen Wu; Renyi Liu; Zhenhong Du
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Crossref

Single Remote Sensing Image Super-Resolution via a Generative Adversarial Network With Stratified Dense Sampling and Chain Training

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2023.3344112
Contributors: Fanen Meng; Sensen Wu; Yadong Li; Zhe Zhang; Tian Feng; Renyi Liu; Zhenhong Du
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Crossref

Enhanced forecasting of chlorophyll-a concentration in coastal waters through integration of Fourier analysis and Transformer networks

Water Research
2024-10 | Journal article
DOI: 10.1016/j.watres.2024.122160
Contributors: Xiaoyao Sun; Danyang Yan; Sensen Wu; Yijun Chen; Jin Qi; Zhenhong Du
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Crossref

The Distribution of Surface Heat Flow on the Tibetan Plateau Revealed by Data‐Driven Methods

Journal of Geophysical Research: Solid Earth
2024-10 | Journal article
DOI: 10.1029/2023JB028491
Contributors: Zhengliang Zhang; Sensen Wu; Baohua Zhang; Zhenhong Du; Qunke Xia
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Crossref

A neural network model to optimize the measure of spatial proximity in geographically weighted regression approach: a case study on house price in Wuhan

International Journal of Geographical Information Science
2024-07-02 | Journal article
DOI: 10.1080/13658816.2024.2343771
Contributors: Jiale Ding; Wenying Cen; Sensen Wu; Yijun Chen; Jin Qi; Bo Huang; Zhenhong Du
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Crossref

Satellite-Based Global Sea Surface Oxygen Mapping and Interpretation with Spatiotemporal Machine Learning

Environmental Science & Technology
2024-01-09 | Journal article
DOI: 10.1021/acs.est.3c08833
Contributors: Jian Shao; Sheng Huang; Yijun Chen; Jin Qi; Yuanyuan Wang; Sensen Wu; Renyi Liu; Zhenhong Du
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Crossref

Deep Learning‐Based Seasonal Forecast of Sea Ice Considering Atmospheric Conditions

Journal of Geophysical Research: Atmospheres
2023-12-27 | Journal article
DOI: 10.1029/2023JD039521
Contributors: Yilin Zhu; Mengjiao Qin; Panxi Dai; Sensen Wu; Zhiyi Fu; Zhende Chen; Laifu Zhang; Yuanyuan Wang; Zhenhong Du
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Crossref

Pacific Decadal Oscillation Forecasting With Spatiotemporal Embedding Network

Geophysical Research Letters
2023-08-28 | Journal article
DOI: 10.1029/2023GL103170
Contributors: Mengjiao Qin; Linshu Hu; Zhuoya Qin; Lin Wan; Lianjie Qin; Wenting Cao; Sensen Wu; Zhenhong Du
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Crossref

Single-Image Super-Resolution for Remote Sensing Images Using a Deep Generative Adversarial Network With Local and Global Attention Mechanisms

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
DOI: 10.1109/TGRS.2021.3093043
Contributors: Yadong Li; Sebastien Mavromatis; Feng Zhang; Zhenhong Du; Jean Sequeira; Zhongyi Wang; Xianwei Zhao; Renyi Liu
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Crossref

Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid

International Journal of Geographical Information Science
2022-11-02 | Journal article
DOI: 10.1080/13658816.2022.2100892
Contributors: Zhen Dai; Sensen Wu; Yuanyuan Wang; Hongye Zhou; Feng Zhang; Bo Huang; Zhenhong Du
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Crossref

A Dynamic Pyramid Tilling Method for Traffic Data Stream Based on Flink

IEEE Transactions on Intelligent Transportation Systems
2022-07 | Journal article
DOI: 10.1109/TITS.2021.3060576
Contributors: Linshu Hu; Feng Zhang; Mengjiao Qin; Zhiyi Fu; Zhende Chen; Zhenhong Du; Renyi Liu
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Crossref

A deep trajectory clustering method based on sequence‐to‐sequence autoencoder model

Transactions in GIS
2022-06 | Journal article
DOI: 10.1111/tgis.12905
Contributors: Chao Wang; Fangzheng Lyu; Sensen Wu; Yuanyuan Wang; Liuchang Xu; Feng Zhang; Shaowen Wang; Yongheng Wang; Zhenhong Du
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Crossref

Deep Learning for Multi‐Timescales Pacific Decadal Oscillation Forecasting

Geophysical Research Letters
2022-03-28 | Journal article
DOI: 10.1029/2021GL096479
Contributors: Mengjiao Qin; Zhenhong Du; Linshu Hu; Wenting Cao; Zhiyi Fu; Lianjie Qin; Sensen Wu; Feng Zhang
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Crossref

Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships

International Journal of Geographical Information Science
2021-03-04 | Journal article
DOI: 10.1080/13658816.2020.1775836
Contributors: Sensen Wu; Zhongyi Wang; Zhenhong Du; Bo Huang; Feng Zhang; Renyi Liu
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Crossref

A Spatially Weighted Neural Network Based Water Quality Assessment Method for Large-Scale Coastal Areas

Environmental Science & Technology
2021-02-16 | Journal article
DOI: 10.1021/acs.est.0c05928
Contributors: Zhenhong Du; Jin Qi; Sensen Wu; Feng Zhang; Renyi Liu
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Crossref

STME: An effective method for discovering spatiotemporal multi‐type clusters containing events with different densities

Transactions in GIS
2020-12 | Journal article
DOI: 10.1111/tgis.12662
Contributors: Chao Wang; Zhenhong Du; Yuhua Gu; Feng Zhang; Renyi Liu
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Crossref

Variation in Concentration and Sources of Black Carbon in a Megacity of China During the COVID‐19 Pandemic

Geophysical Research Letters
2020-12-16 | Journal article
DOI: 10.1029/2020GL090444
Contributors: Liang Xu; Jian Zhang; Xin Sun; Shengchen Xu; Meng Shan; Qi Yuan; Lei Liu; Zhenhong Du; Dantong Liu; Da Xu et al.
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Crossref

Estimating spatial and temporal variation in ocean surface pCO2 in the Gulf of Mexico using remote sensing and machine learning techniques

Science of The Total Environment
2020-11 | Journal article
DOI: 10.1016/j.scitotenv.2020.140965
Contributors: Zhiyi Fu; Linshu Hu; Zhende Chen; Feng Zhang; Zhou Shi; Bifeng Hu; Zhenhong Du; Renyi Liu
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Crossref

Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity

International Journal of Geographical Information Science
2020-07-02 | Journal article
DOI: 10.1080/13658816.2019.1707834
Contributors: Zhenhong Du; Zhongyi Wang; Sensen Wu; Feng Zhang; Renyi Liu
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Crossref

Modeling spatially anisotropic nonstationary processes in coastal environments based on a directional geographically neural network weighted regression

Science of The Total Environment
2020-03 | Journal article
DOI: 10.1016/j.scitotenv.2019.136097
Contributors: Sensen Wu; Zhenhong Du; Yuanyuan Wang; Tao Lin; Feng Zhang; Renyi Liu
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Crossref

A multi‐modal transportation data‐driven approach to identify urban functional zones: An exploration based on Hangzhou City, China

Transactions in GIS
2020-02 | Journal article
DOI: 10.1111/tgis.12591
Contributors: Zhenhong Du; Xiaoyi Zhang; Wenwen Li; Feng Zhang; Renyi Liu
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Crossref

A spatiotemporal assessment of field residues of rice, maize, and wheat at provincial and county levels in China

GCB Bioenergy
2019-10 | Journal article
DOI: 10.1111/gcbb.12622
Contributors: Tao Lin; Jialu Xu; Xiqiang Shen; Hao Jiang; Renhai Zhong; Sensen Wu; Zhenhong Du; Luis Rodriguez; K. C. Ting
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Crossref

A spatiotemporal regression-kriging model for space-time interpolation: a case study of chlorophyll-a prediction in the coastal areas of Zhejiang, China

International Journal of Geographical Information Science
2018-10-03 | Journal article
DOI: 10.1080/13658816.2018.1471607
Contributors: Zhenhong Du; Sensen Wu; Mei-Po Kwan; Chuanrong Zhang; Feng Zhang; Renyi Liu
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Crossref

DBSTC: an effective method for discovering cluster features with different spatiotemporal densities

International Journal of Digital Earth
2017-06-15 | Journal article
DOI: 10.1080/17538947.2017.1338765
Contributors: Zhenhong Du; Yuhua Gu; Chuanrong Zhang; Feng Zhang; Renyi Liu; Jean Sequeira
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Crossref

Peer review (1 review for 1 publication/grant)

Review activity for Environmental science & technology. (1)
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