Jinliang Hou

发表

Mapping daily evapotranspiration based on spatiotemporal fusion of ASTER and MODIS images over irrigated agricultural areas in the Heihe River Basin, Northwest China

Chunlin Huang, Yan Li, Xin Li, 2017 .

Development of an Evapotranspiration Data Assimilation Technique for Streamflow Estimates: A Case Study in a Semi-Arid Region

Ling Zhang, Ying Zhang, Juan Gu, 2017 .

Estimation of Snow Depth from AMSR2 and MODIS Data based on Deep Residual Learning Network

Chunlin Huang, Weimin Zhang, De Xing, 2022, Remote. Sens..

Reconstructing a Gap-Free MODIS Normalized Difference Snow Index Product Using a Long Short-Term Memory Network

Chunlin Huang, Jinliang Hou, Ying Zhang, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Gap-Filling of MODIS Fractional Snow Cover Products via Non-Local Spatio-Temporal Filtering Based on Machine Learning Techniques

Chunlin Huang, Ying Zhang, Jinliang Hou, 2019, Remote. Sens..

Water Level Change of Qinghai Lake from ICESat and ICESat-2 Laser Altimetry

Weizhen Wang, Juan Gu, Weixiao Han, 2022, Remote. Sens..

Improving the estimation of snow depth in the Noah-MP model by combining particle filter and Bayesian model averaging

G. Zhu, Jinliang Hou, Chunlin Huang, 2022, Journal of Hydrology.

Investigating the performance of Genetic Particle Filter in snow 1 data assimilation across snow climates

Chunlin Huang, Jinliang Hou, Ying Zhang, 2022 .

Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest

Ying Zhang, Chunlin Huang, Yansi Chen, 2021, Remote. Sens..

Improving Snow Estimates Through Assimilation of MODIS Fractional Snow Cover Data Using Machine Learning Algorithms and the Common Land Model

Chunlin Huang, Jinliang Hou, Weijing Chen, 2021, Water Resources Research.

Evapotranspiration Partitioning at Field Scales Using TSEB and Multi-Satellite Data Fusion in The Middle Reaches of Heihe River Basin, Northwest China

Jinliang Hou, Hector Nieto, William P. Kustas, 2020, Remote. Sens..

On the Value of Available MODIS and Landsat8 OLI Image Pairs for MODIS Fractional Snow Cover Mapping Based on an Artificial Neural Network

Chunlin Huang, Ying Zhang, Jinliang Hou, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Improving Mountainous Snow Cover Fraction Mapping via Artificial Neural Networks Combined With MODIS and Ancillary Topographic Data

Chunlin Huang, Jinliang Hou, Chunlin Huang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Remote sensing for snow hydrology in China: challenges and perspectives

Jian Wang, Liyun Dai, Jinliang Hou, 2014 .

High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning

Chunlin Huang, Jinliang Hou, Xianghua Li, 2021, Remote. Sens..

SWAT‐Based Hydrological Data Assimilation System (SWAT‐HDAS): Description and Case Application to River Basin‐Scale Hydrological Predictions

Ying Zhang, Chunlin Huang, Xin Li, 2017 .

Real-Time Wildfire Detection Algorithm Based on VIIRS Fire Product and Himawari-8 Data

Weixiao Han, Chunlin Huang, Jinliang Hou, 2023, Remote. Sens..

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

Chunlin Huang, Juan Gu, Weixiao Han, 2021, Remote. Sens..

Integration of Satellite-Derived and Ground-Based Soil Moisture Observations for a Precipitation Product over the Upper Heihe River Basin, China

Jinliang Hou, Ying Zhang, C. Huang, 2022, Remote Sensing.

OpenMP parallelization of a gridded SWAT (SWATG)

Ying Zhang, Chunlin Huang, Jinliang Hou, 2017, Comput. Geosci..

Spatiotemporal Reconstruction of MODIS Normalized Difference Snow Index Products Using U-Net with Partial Convolutions

Chunlin Huang, Weimin Zhang, De Xing, 2022, Remote. Sens..

Mapping the Population Density in Mainland China Using NPP/VIIRS and Points-Of-Interest Data Based on a Random Forests Model

Chunlin Huang, Jinliang Hou, Ying Zhang, 2020, Remote. Sens..

Lake Phenology of Freeze-Thaw Cycles Using Random Forest: A Case Study of Qinghai Lake

Chunlin Huang, Jinliang Hou, Juan Gu, 2020, Remote. Sens..

Developing machine learning‐based snow depletion curves and analysing their sensitivity over complex mountainous areas

Chunlin Huang, Jinliang Hou, Weijing Chen, 2021, Hydrological Processes.

Assessing snow simulation performance of typical combination schemes within Noah-MP in northern Xinjiang, China

Hongyi Li, X. Hao, Chunlin Huang, 2020 .

A Scalable Computing Resources System for Remote Sensing Big Data Processing Using GeoPySpark Based on Spark on K8s

Chunlin Huang, Jinliang Hou, Jifu Guo, 2022, Remote. Sens..

Basin Scale Soil Moisture Estimation with Grid SWAT and LESTKF Based on WSN

Jinliang Hou, Chunlin Huang, Ying Zhang, 2023, Sensors.

Fractional crop-planting area projection by integrating geographic grid data and agricultural statistics based on random forest regression

Jinliang Hou, Chunlin Huang, Ying Zhang, 2023, International Journal of Digital Earth.

Land Data Assimilation: Harmonizing Theory and Data in Land Surface Process Studies

Yulong Bai, Jinliang Hou, Chunlin Huang, 2024, Reviews of Geophysics.

An application of ANN for mountainous snow cover fraction mapping with MODIS and ancillary topographic data

Chunlin Huang, Jinliang Hou, Chunlin Huang, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

A genetic particle filter scheme for univariate snow cover assimilation into Noah-MP model across snow climates

Chunlin Huang, Jinliang Hou, Zuo Wang, 2023, Hydrology and Earth System Sciences.