Yan Jin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Machine Learning

Spatial Autocorrelation

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

Publications

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)
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)
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)
Yan Jin, Haoyu Fan, Yaojie Liu
A Downscaled Monthly Solar-Induced Chlorophyll Fluorescence Product at 0.5-Degree Resolution Over East Asia During 1995-2003. IGARSS (2023)
Yan Jin, Rui Liu, Haoyu Fan, Pengdu Li, Yaojie Liu, Yan Jia
Multi-Resolution Population Mapping Based on a Stepwise Downscaling Approach Using Multisource Data. Remote. Sens. 15 (7) (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)
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)
Yan Jin, Yong Ge, Yaojie Liu, Yuehong Chen, Haitao Zhang, Gerard B. M. Heuvelink
A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuehong Chen, Ruojing Zhang, Yong Ge, Yan Jin, Zelong Xia
Downscaling Census Data for Gridded Population Mapping With Geographically Weighted Area-to-Point Regression Kriging. IEEE Access 7 (2019)
Yan Jin, Yong Ge, Jianghao Wang, Yuehong Chen, Gerard B. M. Heuvelink, Peter M. Atkinson
Downscaling AMSR-2 Soil Moisture Data With Geographically Weighted Area-to-Area Regression Kriging. IEEE Trans. Geosci. Remote. Sens. 56 (4) (2018)
Yan Jin, Yong Ge, Jianghao Wang, Gerard B. M. Heuvelink, Le Wang
Geographically Weighted Area-to-Point Regression Kriging for Spatial Downscaling in Remote Sensing. Remote. Sens. 10 (4) (2018)
Yuehong Chen, Yong Ge, Yu Chen, Yan Jin, Ru An
Subpixel Land Cover Mapping Using Multiscale Spatial Dependence. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Yan Jin, Yong Ge, Jianghao Wang, Gerard B. M. Heuvelink
Risk assessment of storm surge disaster based on numerical models and remote sensing. Int. J. Appl. Earth Obs. Geoinformation 68 (2018)
Xudong Guan, Gaohuan Liu, Chong Huang, Qingsheng Liu, Chunsheng Wu, Yan Jin, Yafei Li
An Object-Based Linear Weight Assignment Fusion Scheme to Improve Classification Accuracy Using Landsat and MODIS Data at the Decision Level. IEEE Trans. Geosci. Remote. Sens. 55 (12) (2017)
Yong Ge, Jianghao Wang, Xin Li, Shaoming Liu, Yan Jin, Mengxiao Liu
Geostatistical scaling of land surface parameters with spatial heterogeneities in the validation of remote sensing products. IGARSS (2016)