Jiahua Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 21

Top Topics

Subspace Clustering

Machine Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Ecol. Informatics

Publications

Zhenjiang Wu, Fengmei Yao, Jiahua Zhang, Haoyu Liu
Estimating Forest Aboveground Biomass Using a Combination of Geographical Random Forest and Empirical Bayesian Kriging Models. Remote. Sens. 16 (11) (2024)
Zhenjiang Wu, Fengmei Yao, Jiahua Zhang, Enhua Ma, Liping Yao, Zhaowei Dong
Genetic Programming Guided Mapping of Forest Canopy Height by Combining LiDAR Satellites with Sentinel-1/2, Terrain, and Climate Data. Remote. Sens. 16 (1) (2024)
Danwen Zhang, Linjun Lu, Xuan Li, Jiahua Zhang, Sha Zhang, Shanshan Yang
Spatial Downscaling of ESA CCI Soil Moisture Data Based on Deep Learning with an Attention Mechanism. Remote. Sens. 16 (8) (2024)
Shuyu Zhang, Shanshan Yang, Jiaojiao Huang, Danni Yang, Sha Zhang, Jiahua Zhang, Yun Bai
Global-scale improvement of the estimation of terrestrial gross primary productivity by integrating optical and microwave remote sensing with meteorological data. Ecol. Informatics 83 (2024)
Yujie Guo, Xin Zhao, Xudong Sun, Jiahua Zhang, Xiao-Di Shang
Sample Latent Feature-Associated Low-Rank Subspace Clustering for Hyperspectral Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jiajie Wang, Xiaopeng Wang, Jiahua Zhang, Xiao-Di Shang, Yuyi Chen, Yiping Feng, Bingbing Tian
Soil Salinity Inversion in Yellow River Delta by Regularized Extreme Learning Machine Based on ICOA. Remote. Sens. 16 (9) (2024)
Yuyi Chen, Xiaopeng Wang, Jiahua Zhang, Xiao-Di Shang, Yabin Hu, Shichao Zhang, Jiajie Wang
A New Dual-Branch Embedded Multivariate Attention Network for Hyperspectral Remote Sensing Classification. Remote. Sens. 16 (11) (2024)
Yirong Li, Xiang Yu, Jiahua Zhang, Shichao Zhang, Xiaopeng Wang, Delong Kong, Lulu Yao, He Lu
Improved Classification of Coastal Wetlands in Yellow River Delta of China Using ResNet Combined with Feature-Preferred Bands Based on Attention Mechanism. Remote. Sens. 16 (11) (2024)
Xin Zheng, Sha Zhang, Jiahua Zhang, Shanshan Yang, Jiaojiao Huang, Xianye Meng, Yun Bai
Prediction of Large-Scale Regional Evapotranspiration Based on Multi-Scale Feature Extraction and Multi-Headed Self-Attention. Remote. Sens. 16 (7) (2024)
Baijia Fu, Xudong Sun, Chuanyu Cui, Jiahua Zhang, Xiao-Di Shang
Structure-Preserved and Weakly Redundant Band Selection for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Shan Li, Qiang Li, Jiahua Zhang, Shichao Zhang, Xue Wang, Shanshan Yang, Sha Zhang
Study on the Spatial and Temporal Distribution of Urban Vegetation Phenology by Local Climate Zone and Urban-Rural Gradient Approach. Remote. Sens. 15 (16) (2023)
Jiaqi Han, Jiahua Zhang, Shanshan Yang, Ayalkibet M. Seka
Improved Understanding of Flash Drought from a Comparative Analysis of Drought with Different Intensification Rates. Remote. Sens. 15 (8) (2023)
Shichao Zhang, Jiahua Zhang, Xiaopeng Wang, Jingwen Wang, Zhenjiang Wu
ELS2T: Efficient Lightweight Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xuan Xiong, Xiaopeng Wang, Jiahua Zhang, Baoxiang Huang, Runfeng Du
TCUNet: A Lightweight Dual-Branch Parallel Network for Sea-Land Segmentation in Remote Sensing Images. Remote. Sens. 15 (18) (2023)
Ruize Xu, Jiahua Zhang, Jingwen Wang, Fengmei Yao, Sha Zhang
Quantitative Assessment of Factors Influencing the Spatiotemporal Variation in Carbon Dioxide Fluxes Simulated by Multi-Source Remote Sensing Data in Tropical Vegetation. Remote. Sens. 15 (24) (2023)
Linjun Lu, Danwen Zhang, Jie Zhang, Jiahua Zhang, Sha Zhang, Yun Bai, Shanshan Yang
Ecosystem Evapotranspiration Partitioning and Its Spatial-Temporal Variation Based on Eddy Covariance Observation and Machine Learning Method. Remote. Sens. 15 (19) (2023)
Daqian Kong, Dekun Yuan, Haojie Li, Jiahua Zhang, Shanshan Yang, Yue Li, Yun Bai, Sha Zhang
Improving the Estimation of Gross Primary Productivity across Global Biomes by Modeling Light Use Efficiency through Machine Learning. Remote. Sens. 15 (8) (2023)
Lulu Yao, Xiaopeng Wang, Jiahua Zhang, Xiang Yu, Shichao Zhang, Qiang Li
Prediction of Sea Surface Chlorophyll-a Concentrations Based on Deep Learning and Time-Series Remote Sensing Data. Remote. Sens. 15 (18) (2023)
Wenli Wu, Jiahua Zhang, Yun Bai, Sha Zhang, Shanshan Yang, Malak Henchiri, Ayalkibet Mekonnen Seka, Lkhagvadorj Nanzad
Aboveground Biomass Dynamics of a Coastal Wetland Ecosystem Driven by Land Use/Land Cover Transformation. Remote. Sens. 15 (16) (2023)
He Lu, Yi Ma, Shichao Zhang, Xiang Yu, Jiahua Zhang
Daytime Sea Fog Identification Based on Multi-Satellite Information and the ECA-TransUnet Model. Remote. Sens. 15 (16) (2023)
Yangyang Zhao, Jiahua Zhang, Yun Bai, Sha Zhang, Shanshan Yang, Malak Henchiri, Ayalkibet Mekonnen Seka, Lkhagvadorj Nanzad
Drought Monitoring and Performance Evaluation Based on Machine Learning Fusion of Multi-Source Remote Sensing Drought Factors. Remote. Sens. 14 (24) (2022)