Yan Jia

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Attention Mechanism

Machine Learning

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

Publications

Teng Huang, Yile Hong, Yan Pang, Jiaming Liang, Jie Hong, Lin Huang, Yuan Zhang, Yan Jia, Patrizia Savi
AdaptFormer: An Adaptive Hierarchical Semantic Approach for Change Detection on Remote Sensing Images. IEEE Trans. Instrum. Meas. 73 (2024)
Yan Jin, Yong Ge, Haoyu Fan, Zeshuo Li, Yan Jia, Yaojie Liu, Hongyan Liu
Downscaling Solar-Induced Chlorophyll Fluorescence to a 0.05° Monthly Product Using AVHRR Data in East Asia (1995-2003). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Wenmei Li, Jiadong Zhang, Hao Xia, Qing Liu, Yu Wang, Yan Jia, Yixiang Chen
Cross-Scene Building Identification Based on Dual-Stream Neural Network and Efficient Channel Attention Mechanism. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yan Jia, Zhiyu Xiao, Shuanggen Jin, Qingyun Yan, Yan Jin, Wenmei Li, Patrizia Savi
Improving CYGNSS-Based Soil Moisture Coverage Through Autocorrelation and Machine Learning-Aided Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yan Jin, Yaojie Liu, Yan Jia, Chang Jiang
A Blended Teaching Procedure of Spatial Statistics Course based on the Knowledge Map Analysis of Teaching Methods of Science. ICDTE (2023)
Wenmei Li, Jiaqi Wu, Qing Liu, Yu Zhang, Bin Cui, Yan Jia, Guan Gui
An Effective Multimodel Fusion Method for SAR and Optical Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Wenmei Li, Qing Liu, Yu Zhang, Yu Wang, Yuan Yuan, Yan Jia, Yuhong He
Few-Shot Hyperspectral Image Classification Using Meta Learning and Regularized Finetuning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yan Jin, Yong Ge, Haoyu Fan, Zeshuo Li, Yaojie Liu, Yan Jia
Mapping Gross Domestic Product Distribution at 1 km Resolution across Thailand Using the Random Forest Area-to-Area Regression Kriging Model. ISPRS Int. J. Geo Inf. 12 (12) (2023)
Yinqing Zhen, Qingyun Yan, Weimin Huang, Yan Jia
Detecting Algal Bloom Using Cygnss and ERA-5 Data. IGARSS (2023)
Yan Jia, Jiaqi Zou, Zhiyu Xiao, Qingyun Yan, Yinqing Zhen, Shuanggen Jin
A Geographically Weighted Regression-Based Soil Moisture Product Using Cygnss GNSS-R Data. IGARSS (2023)
Yan Jin, Xudong Guan, Yong Ge, Yan Jia, Wenmei Li
Improved Spatiotemporal Information Fusion Approach Based on Bayesian Decision Theory for Land Cover Classification. Remote. Sens. 14 (23) (2022)
Wenmei Li, Jiaqi Wu, Huaihuai Chen, Yu Wang, Yan Jia, Guan Gui
UNet Combined With Attention Mechanism Method for Extracting Flood Submerged Range. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yan Jia, Shuanggen Jin, Qingyun Yan, Jiaqi Zou
Assessment of Signal Degradation Performance on Vegetations for GNSS-R SM Retrieval. IGARSS (2022)
Sizhe Chen, Qingyun Yan, Shuanggen Jin, Weimin Huang, Tiexi Chen, Yan Jia, Shuci Liu, Qing Cao
Soil Moisture Retrieval from the CyGNSS Data Based on a Bilinear Regression. Remote. Sens. 14 (9) (2022)
Mingda Ye, Shuanggen Jin, Yan Jia
Ten-Minute Sea-Level Variations From Combined Multi-GNSS Multipath Reflectometry Based on a Weighted Iterative Least-Square Method. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yan Jia, Shuanggen Jin, Qingyun Yan, Patrizia Savi, Rongchun Zhang, Wenmei Li
An Effective Land Type Labeling Approach for Independently Exploiting High-Resolution Soil Moisture Products Based on CYGNSS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yan Jia, Shuanggen Jin, Haolin Chen, Qingyun Yan, Patrizia Savi, Yan Jin, Yuan Yuan
Temporal-Spatial Soil Moisture Estimation from CYGNSS Using Machine Learning Regression With a Preclassification Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Qingyun Yan, Shuanggen Jin, Weimin Huang, Yan Jia
Sensitivity of CYGNSS-derived soil moisture to global precipitation. IGARSS (2020)
Yan Jia, Shuanggen Jin, Patrizia Savi, Qingyun Yan, Wenmei Li
Modeling and Theoretical Analysis of GNSS-R Soil Moisture Retrieval Based on the Random Forest and Support Vector Machine Learning Approach. Remote. Sens. 12 (22) (2020)
Qingyun Yan, Shuanggen Jin, Weimin Huang, Yan Jia
Global Soil Moisture Estimation Using CYGNSS Data. IGARSS (2020)
Wenmei Li, Haiyan Liu, Yu Wang, Zhuangzhuang Li, Yan Jia, Guan Gui
Deep Learning-Based Classification Methods for Remote Sensing Images in Urban Built-Up Areas. IEEE Access 7 (2019)
Yan Jia, Shuanggen Jin, Patrizia Savi, Yun Gao, Jing Tang, Yixiang Chen, Wenmei Li
GNSS-R Soil Moisture Retrieval Based on a XGboost Machine Learning Aided Method: Performance and Validation. Remote. Sens. 11 (14) (2019)
Yixiang Chen, Zhiyong Lv, Bo Huang, Yan Jia
Delineation of Built-Up Areas from Very High-Resolution Satellite Imagery Using Multi-Scale Textures and Spatial Dependence. Remote. Sens. 10 (10) (2018)
Yan Jia, Yixiang Chen, Houjun Jiang, Yang Le, Heping Lin
A carbon nanotube patch antenna for polarization selective radiation performance. ICKII (2018)
Yan Jia, Patrizia Savi, Davide Canone, Riccardo Notarpietro
Estimation of Surface Characteristics Using GNSS LH-Reflected Signals: Land Versus Water. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (10) (2016)
Yan Jia, Patrizia Savi
Polarimetric GNSS-R measurements for soil moisture and vegetation sensing. IGARSS (2016)
Yan Jia, P. Savi, Y. Pei, Riccardo Notarpietro
GNSS reflectometry for remote sensing of soil moisture. RTSI (2015)