Jinliang Hou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Machine Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Comput. Geosci.

Publications

Ying Zhang, Jinliang Hou, Chunlin Huang
Basin Scale Soil Moisture Estimation with Grid SWAT and LESTKF Based on WSN. Sensors 24 (1) (2024)
Wenjun You, Chunlin Huang, Jinliang Hou, Ying Zhang, Peng Dou, Weixiao Han
Reconstruction of MODIS LST Under Cloudy Conditions by Integrating Himawari-8 and AMSR-2 Data Through Deep Forest Method. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Peng Dou, Chunlin Huang, Weixiao Han, Jinliang Hou, Ying Zhang
Time Series Remote Sensing Image Classification Using Feature Relationship Learning. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Da Zhang, Chunlin Huang, Juan Gu, Jinliang Hou, Ying Zhang, Weixiao Han, Peng Dou, Yaya Feng
Real-Time Wildfire Detection Algorithm Based on VIIRS Fire Product and Himawari-8 Data. Remote. Sens. 15 (6) (2023)
Pengfei Ma, Chunlin Huang, Jinliang Hou, Ying Zhang, Weixiao Han, Peng Dou
Snow Depth Retrieval With Multiazimuth and Multisatellite Data Fusion of GNSS-IR Considering the Influence of Surface Fluctuation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Chunlin Huang, Jinliang Hou, Xianghua Li, Ying Zhang, Jifu Guo
Fractional crop-planting area projection by integrating geographic grid data and agricultural statistics based on random forest regression. Int. J. Digit. Earth 16 (2) (2023)
Jifu Guo, Chunlin Huang, Jinliang Hou
A Scalable Computing Resources System for Remote Sensing Big Data Processing Using GeoPySpark Based on Spark on K8s. Remote. Sens. 14 (3) (2022)
Weixiao Han, Chunlin Huang, Juan Gu, Jinliang Hou, Ying Zhang, Weizhen Wang
Water Level Change of Qinghai Lake from ICESat and ICESat-2 Laser Altimetry. Remote. Sens. 14 (24) (2022)
De Xing, Jinliang Hou, Chunlin Huang, Weimin Zhang
Spatiotemporal Reconstruction of MODIS Normalized Difference Snow Index Products Using U-Net with Partial Convolutions. Remote. Sens. 14 (8) (2022)
Jinliang Hou, Chunlin Huang, Ying Zhang, Yuanhong You
Reconstructing a Gap-Free MODIS Normalized Difference Snow Index Product Using a Long Short-Term Memory Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
De Xing, Jinliang Hou, Chunlin Huang, Weimin Zhang
Estimation of Snow Depth from AMSR2 and MODIS Data based on Deep Residual Learning Network. Remote. Sens. 14 (20) (2022)
Ying Zhang, Jinliang Hou, Chunlin Huang
Integration of Satellite-Derived and Ground-Based Soil Moisture Observations for a Precipitation Product over the Upper Heihe River Basin, China. Remote. Sens. 14 (21) (2022)
Xianghua Li, Jinliang Hou, Chunlin Huang
High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning. Remote. Sens. 13 (24) (2021)
Yansi Chen, Jinliang Hou, Chunlin Huang, Ying Zhang, Xianghua Li
Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest. Remote. Sens. 13 (15) (2021)
Weixiao Han, Chunlin Huang, Juan Gu, Jinliang Hou, Ying Zhang
Spatial-Temporal Distribution of the Freeze-Thaw Cycle of the Largest Lake (Qinghai Lake) in China Based on Machine Learning and MODIS from 2000 to 2020. Remote. Sens. 13 (9) (2021)
Yunchen Wang, Chunlin Huang, Minyan Zhao, Jinliang Hou, Ying Zhang, Juan Gu
Mapping the Population Density in Mainland China Using NPP/VIIRS and Points-Of-Interest Data Based on a Random Forests Model. Remote. Sens. 12 (21) (2020)
Yan Li, Chunlin Huang, William P. Kustas, Hector Nieto, Liang Sun, Jinliang Hou
Evapotranspiration Partitioning at Field Scales Using TSEB and Multi-Satellite Data Fusion in The Middle Reaches of Heihe River Basin, Northwest China. Remote. Sens. 12 (19) (2020)
Weixiao Han, Chunlin Huang, Hongtao Duan, Juan Gu, Jinliang Hou
Lake Phenology of Freeze-Thaw Cycles Using Random Forest: A Case Study of Qinghai Lake. Remote. Sens. 12 (24) (2020)
Jinliang Hou, Chunlin Huang, Ying Zhang, Jifu Guo
On the Value of Available MODIS and Landsat8 OLI Image Pairs for MODIS Fractional Snow Cover Mapping Based on an Artificial Neural Network. IEEE Trans. Geosci. Remote. Sens. 58 (6) (2020)
Jinliang Hou, Chunlin Huang, Ying Zhang, Jifu Guo, Juan Gu
Gap-Filling of MODIS Fractional Snow Cover Products via Non-Local Spatio-Temporal Filtering Based on Machine Learning Techniques. Remote. Sens. 11 (1) (2019)
Ying Zhang, Jinliang Hou, Yongpan Cao, Juan Gu, Chunlin Huang
OpenMP parallelization of a gridded SWAT (SWATG). Comput. Geosci. 109 (2017)
Jinliang Hou, Chunlin Huang
Cloud removal for MODIS Fractional Snow Cover products by similar pixel replacement guild with modified non-dominated sorting genetic algorithm. IGARSS (2016)
Jinliang Hou, Chunlin Huang
Improving Mountainous Snow Cover Fraction Mapping via Artificial Neural Networks Combined With MODIS and Ancillary Topographic Data. IEEE Trans. Geosci. Remote. Sens. 52 (9) (2014)
Jinliang Hou, Chunlin Huang
An application of ANN for mountainous snow cover fraction mapping with MODIS and ancillary topographic data. IGARSS (2013)