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Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：38/0  |  提交时间：2022/04/28
NEURAL-NETWORK  REFLECTANCE PROPERTIES  SALINITY  VEGETATION  INDEX  OPTIMIZATION  MOISTURE  SPECTRA  IMAGES  AREA  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
WATER, 2021, 卷号: 13, 期号: 18
作者:  Liu, Wei;  Yu, Haijiao;  Yang, Linshan;  Yin, Zhenliang;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载：15/0  |  提交时间：2022/04/28
EMPIRICAL MODE DECOMPOSITION  WAVELET ANALYSIS  QUANTILE REGRESSION  ALGORITHM  DEPTH  QUANTIFICATION  UNCERTAINTY  RECHARGE  MACHINES  DESIGN  
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：35/0  |  提交时间：2022/04/28
WATER EQUIVALENT  SURFACE MODEL  BRIGHTNESS TEMPERATURE  NORTH-AMERICA  AREA  RETRIEVAL  DEPTH  SIMULATIONS  VALIDATION  SYSTEM  
Improving the estimation of alpine grassland fractional vegetation cover using optimized algorithms and multi-dimensional features 期刊论文
PLANT METHODS, 2021, 卷号: 17, 期号: 1
作者:  Lin, Xingchen;  Chen, Jianjun;  Lou, Peiqing;  Yi, Shuhua;  Qin, Yu;  You, Haotian;  Han, Xiaowen
收藏  |  浏览/下载：9/0  |  提交时间：2022/04/28
QINGHAI-TIBET PLATEAU  LEAF-AREA INDEX  GLOBAL VEGETATION  FEATURE-SELECTION  YELLOW-RIVER  BARE SOIL  LANDSAT 8  REMOTE  REGRESSION  RESOLUTION  
Snow Depth Fusion Based on Machine Learning Methods for the Northern Hemisphere 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Hu, Yanxing;  Che, Tao;  Dai, Liyun;  Xiao, Lin
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/21
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target 期刊论文
ENERGY, 2021, 卷号: 215
作者:  Dong, Yunxuan;  Wang, Jing;  Xiao, Ling;  Fu, Tonglin
收藏  |  浏览/下载：22/0  |  提交时间：2022/04/28
ENERGY MANAGEMENT  NEURAL-NETWORK  COMBINATION  ALGORITHMS  
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：42/0  |  提交时间：2022/04/28
LAND-SURFACE MODEL  COVERED AREA  MODIS DATA  ASSIMILATION  PARAMETERIZATION  INFORMATION  VALIDATION  FRACTION  SCHEME  
Testing Accuracy of Land Cover Classification Algorithms in the Qilian Mountains Based on GEE Cloud Platform 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 24
作者:  Yang, Yanpeng;  Yang, Dong;  Wang, Xufeng;  Zhang, Zhao;  Nawaz, Zain
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
TIME-SERIES  MACHINE  PERFORMANCE  CHINA  AREA  
Mapping of Kobresia pygmaea Community Based on Umanned Aerial Vehicle Technology and Gaofen Remote Sensing Data in Alpine Meadow Grassland: A Case Study in Eastern of Qinghai-Tibetan Plateau 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 13
作者:  Meng, Baoping;  Yang, Zhigui;  Yu, Hongyan;  Qin, Yu;  Sun, Yi;  Zhang, Jianguo;  Chen, Jianjun;  Wang, Zhiwei;  Zhang, Wei;  Li, Meng;  Lv, Yanyan;  Yi, Shuhua
收藏  |  浏览/下载：30/0  |  提交时间：2022/04/28
VEGETATION  DEGRADATION  CLASSIFICATION  CARBON  PASTURE  ECOSYSTEM  COVER  SOILS  BASIN  
Merging multiple satellite-based precipitation products and gauge observations using a novel double machine learning approach 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 594
作者:  Zhang, Ling;  Li, Xin;  Zheng, Donghai;  Zhang, Kun;  Ma, Qimin;  Zhao, Yanbo;  Ge, Yingchun
收藏  |  浏览/下载：18/0  |  提交时间：2022/04/28
ARTIFICIAL NEURAL-NETWORKS  INTERPOLATION TECHNIQUES  RAINFALL DATA  REGRESSION  PERFORMANCE  ALGORITHM  SYSTEM  REGION  ERROR  BASIN