Jinliang Hou

28 papers C 2Journal 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fine-scale forest classification with multi-temporal sentinel-1/2 imagery using a temporal convolutional neural network.
Int. J. Digit. Earth
Rongfei Duan, Chunlin Huang, Peng Dou, Jinliang Hou, Ying Zhang, Juan Gu
2025 J jnl
Maize-Field Extraction From Time-Series SAR Imagery Using Deep-Shallow Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiaqi Ye, Peng Dou, Yi He, Chunlin Huang, Lifeng Zhang, Ying Zhang, Jinliang Hou, Mingwang Zhang, Haobo Yao, Liang Li
2025 J jnl
Mapping above-ground biomass and canopy mean height in high mountainous forest areas with Sentinel-2 multi-spectral image based on machine learning algorithms.
Int. J. Digit. Earth
Ling Yang, Chunlin Huang, Tianwen Feng, Rongfei Duan, Wenbo Guo, Peng Dou, Jinliang Hou, Ying Zhang
2024 J jnl
Basin Scale Soil Moisture Estimation with Grid SWAT and LESTKF Based on WSN.
Sensors
Ying Zhang, Jinliang Hou, Chunlin Huang
2024 J jnl
Reconstruction of MODIS LST Under Cloudy Conditions by Integrating Himawari-8 and AMSR-2 Data Through Deep Forest Method.
IEEE Trans. Geosci. Remote. Sens.
Wenjun You, Chunlin Huang, Jinliang Hou, Ying Zhang, Peng Dou, Weixiao Han
2024 J jnl
Soil and Water Assessment Tool (SWAT)-Informed Deep Learning for Streamflow Forecasting with Remote Sensing and In Situ Precipitation and Discharge Observations.
Remote. Sens.
Chunlin Huang, Ying Zhang, Jinliang Hou
2024 J jnl
Time Series Remote Sensing Image Classification Using Feature Relationship Learning.
IEEE Trans. Geosci. Remote. Sens.
Peng Dou, Chunlin Huang, Weixiao Han, Jinliang Hou, Ying Zhang
2023 J jnl
Fractional crop-planting area projection by integrating geographic grid data and agricultural statistics based on random forest regression.
Int. J. Digit. Earth
Chunlin Huang, Jinliang Hou, Xianghua Li, Ying Zhang, Jifu Guo
2023 J jnl
Real-Time Wildfire Detection Algorithm Based on VIIRS Fire Product and Himawari-8 Data.
Remote. Sens.
Da Zhang, Chunlin Huang, Juan Gu, Jinliang Hou, Ying Zhang, Weixiao Han, Peng Dou, Yaya Feng
2023 J jnl
Snow Depth Retrieval With Multiazimuth and Multisatellite Data Fusion of GNSS-IR Considering the Influence of Surface Fluctuation.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Ma, Chunlin Huang, Jinliang Hou, Ying Zhang, Weixiao Han, Peng Dou
2022 J jnl
A Scalable Computing Resources System for Remote Sensing Big Data Processing Using GeoPySpark Based on Spark on K8s.
Remote. Sens.
Jifu Guo, Chunlin Huang, Jinliang Hou
2022 J jnl
Estimation of Snow Depth from AMSR2 and MODIS Data based on Deep Residual Learning Network.
Remote. Sens.
De Xing, Jinliang Hou, Chunlin Huang, Weimin Zhang
2022 J jnl
Integration of Satellite-Derived and Ground-Based Soil Moisture Observations for a Precipitation Product over the Upper Heihe River Basin, China.
Remote. Sens.
Ying Zhang, Jinliang Hou, Chunlin Huang
2022 J jnl
Reconstructing a Gap-Free MODIS Normalized Difference Snow Index Product Using a Long Short-Term Memory Network.
IEEE Trans. Geosci. Remote. Sens.
Jinliang Hou, Chunlin Huang, Ying Zhang, Yuanhong You
2022 J jnl
Spatiotemporal Reconstruction of MODIS Normalized Difference Snow Index Products Using U-Net with Partial Convolutions.
Remote. Sens.
De Xing, Jinliang Hou, Chunlin Huang, Weimin Zhang
2022 J jnl
Water Level Change of Qinghai Lake from ICESat and ICESat-2 Laser Altimetry.
Remote. Sens.
Weixiao Han, Chunlin Huang, Juan Gu, Jinliang Hou, Ying Zhang, Weizhen Wang
2021 J jnl
High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning.
Remote. Sens.
Xianghua Li, Jinliang Hou, Chunlin Huang
2021 J jnl
Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest.
Remote. Sens.
Yansi Chen, Jinliang Hou, Chunlin Huang, Ying Zhang, Xianghua Li
2021 J jnl
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.
Weixiao Han, Chunlin Huang, Juan Gu, Jinliang Hou, Ying Zhang
2020 J jnl
Evapotranspiration Partitioning at Field Scales Using TSEB and Multi-Satellite Data Fusion in The Middle Reaches of Heihe River Basin, Northwest China.
Remote. Sens.
Yan Li, Chunlin Huang, William P. Kustas, Hector Nieto, Liang Sun, Jinliang Hou
2020 J jnl
Lake Phenology of Freeze-Thaw Cycles Using Random Forest: A Case Study of Qinghai Lake.
Remote. Sens.
Weixiao Han, Chunlin Huang, Hongtao Duan, Juan Gu, Jinliang Hou
2020 J jnl
Mapping the Population Density in Mainland China Using NPP/VIIRS and Points-Of-Interest Data Based on a Random Forests Model.
Remote. Sens.
Yunchen Wang, Chunlin Huang, Minyan Zhao, Jinliang Hou, Ying Zhang, Juan Gu
2020 J jnl
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.
Jinliang Hou, Chunlin Huang, Ying Zhang, Jifu Guo
2019 J jnl
Gap-Filling of MODIS Fractional Snow Cover Products via Non-Local Spatio-Temporal Filtering Based on Machine Learning Techniques.
Remote. Sens.
Jinliang Hou, Chunlin Huang, Ying Zhang, Jifu Guo, Juan Gu
2017 J jnl
OpenMP parallelization of a gridded SWAT (SWATG).
Comput. Geosci.
Ying Zhang, Jinliang Hou, Yongpan Cao, Juan Gu, Chunlin Huang
2016 C conf
Cloud removal for MODIS Fractional Snow Cover products by similar pixel replacement guild with modified non-dominated sorting genetic algorithm.
IGARSS
Jinliang Hou, Chunlin Huang
2014 J jnl
Improving Mountainous Snow Cover Fraction Mapping via Artificial Neural Networks Combined With MODIS and Ancillary Topographic Data.
IEEE Trans. Geosci. Remote. Sens.
Jinliang Hou, Chunlin Huang
2013 C conf
An application of ANN for mountainous snow cover fraction mapping with MODIS and ancillary topographic data.
IGARSS
Jinliang Hou, Chunlin Huang