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A Scalable Computing Resources System for Remote Sensing Big Data Processing Using GeoPySpark Based on Spark on K8s 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 3
作者:  Guo, Jifu;  Huang, Chunlin;  Hou, Jinliang
收藏  |  浏览/下载：17/0  |  提交时间：2022/04/28
SPATIAL DATA  CHALLENGES  FRAMEWORK  
High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 24
作者:  Li, Xianghua;  Hou, Jinliang;  Huang, Chunlin
收藏  |  浏览/下载：22/0  |  提交时间：2022/04/28
PATTERNS  DUCKS  
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 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
作者:  Han, Weixiao;  Huang, Chunlin;  Gu, Juan;  Hou, Jinliang;  Zhang, Ying
收藏  |  浏览/下载：14/0  |  提交时间：2022/04/28
SENTINEL-2 SURFACE REFLECTANCE  SNOW COVER PRODUCTS  ICE COVER  RANDOM FOREST  TIBETAN PLATEAU  CLIMATE-CHANGE  GLOBAL LAKE  WATER  ALGORITHM  PHENOLOGY  
Improving Snow Estimates Through Assimilation of MODIS Fractional Snow Cover Data Using Machine Learning Algorithms and the Common Land Model 期刊论文
WATER RESOURCES RESEARCH, 2021, 卷号: 57, 期号: 7
作者:  Hou, Jinliang;  Huang, Chunlin;  Chen, Weijing;  Zhang, Ying
收藏  |  浏览/下载：28/0  |  提交时间：2022/04/28
WATER EQUIVALENT  SURFACE MODEL  BRIGHTNESS TEMPERATURE  NORTH-AMERICA  AREA  RETRIEVAL  DEPTH  SIMULATIONS  VALIDATION  SYSTEM  
Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15
作者:  Chen, Yansi;  Hou, Jinliang;  Huang, Chunlin;  Zhang, Ying;  Li, Xianghua
收藏  |  浏览/下载：30/0  |  提交时间：2022/04/28
MODIS TIME-SERIES  CROP CLASSIFICATION  LAND-COVER  VEGETATION INDEXES  FEATURE-SELECTION  NDVI DATA  PERFORMANCE  FIELDS  EXTENT  
Spatial-temporal changes of China's mangrove forests over the past 50 years: An analysis towards the Sustainable Development Goals (SDGs) 期刊论文
CHINESE SCIENCE BULLETIN-CHINESE, 2021, 卷号: 66, 期号: 30
作者:  Jia, Mingming;  Wang, Zongming;  Mao, Dehua;  Huang, Chunlin;  Lu, Chunyan
收藏  |  浏览/下载：18/0  |  提交时间：2022/04/28
CLASSIFICATION  CONSERVATION  WORLD  
Watershed scale patterns and controlling factors of ecosystem respiration and methane fluxes in a Tibetan alpine grassland 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 306
作者:  Li, Yang;  Wang, Genxu;  Bing, Haijian;  Wang, Tao;  Huang, Kewei;  Song, Chunlin;  Chen, Xiaopeng;  Hu, Zhaoyong;  Rui, Pengfei;  Song, Xiaoyan;  Chang, Ruiying
收藏  |  浏览/下载：28/0  |  提交时间：2022/04/28
IN-SITU MEASUREMENTS  PERMAFROST REGION  SOIL RESPIRATION  NITROUS-OXIDE  SLOPE ASPECT  N2O FLUXES  CARBON  CH4  CO2  TUNDRA  
Developing machine learning-based snow depletion curves and analysing their sensitivity over complex mountainous areas 期刊论文
HYDROLOGICAL PROCESSES, 2021, 卷号: 35, 期号: 8
作者:  Hou, Jinliang;  Huang, Chunlin;  Chen, Weijing;  Zhang, Ying
收藏  |  浏览/下载：37/0  |  提交时间：2022/04/28
LAND-SURFACE MODEL  COVERED AREA  MODIS DATA  ASSIMILATION  PARAMETERIZATION  INFORMATION  VALIDATION  FRACTION  SCHEME  
More severe drought detected by the assimilation of brightness temperature and terrestrial water storage anomalies in Texas during 2010-2013 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 603
作者:  Chen, Weijing;  Huang, Chunlin;  Yang, Zong-Liang
收藏  |  浏览/下载：11/0  |  提交时间：2022/04/28
SOIL-MOISTURE ASSIMILATION  AMSR-E  RADIOFREQUENCY INTERFERENCE  SMOS  RETRIEVALS  CALIBRATION  MODEL  SIMULATION  CHALLENGES  ENERGY  
Retrieving Accurate Soil Moisture over the Tibetan Plateau Using Multisource Remote Sensing Data Assimilation with Simultaneous State and Parameter Estimations 期刊论文
JOURNAL OF HYDROMETEOROLOGY, 2021, 卷号: 22, 期号: 10
作者:  Chen, Weijing;  Huang, Chunlin;  Yang, Zong-Liang;  Zhang, Ying
收藏  |  浏览/下载：12/0  |  提交时间：2022/04/28
LAND DATA ASSIMILATION  AMSR-E  RADIOFREQUENCY INTERFERENCE  BRIGHTNESS TEMPERATURE  MICROWAVE EMISSION  WATER STORAGE  SMOS  SATELLITE  MODEL  CALIBRATION