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Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Raj, Nawin;  Ghahramani, Afshin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：27/0  |  提交时间：2021/12/07
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：25/0  |  提交时间：2022/04/28
PATTERNS  DUCKS  
Determining the Thermal Conductivity of Clay during the Freezing Process by Artificial Neural Network 期刊论文
ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2021, 卷号: 2021
作者:  Ren, Xiuling;  You, Yanhui;  Yu, Qihao;  Zhang, Guike;  Yue, Pan;  Jin, Mingyang
收藏  |  浏览/下载：31/0  |  提交时间：2022/04/28
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：29/0  |  提交时间：2021/12/21
A Comparative Study of Four Merging Approaches for Regional Precipitation Estimation 期刊论文
IEEE ACCESS, 2021, 卷号: 9
作者:  Fan, Zedong;  Li, Weiyue;  Jiang, Qin;  Sun, Weiwei;  Wen, Jiahong;  Gao, Jun
收藏  |  浏览/下载：81/0  |  提交时间：2022/04/28
Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 13
作者:  Lu, Yijie;  Zhang, Zhen;  Shangguan, Donghui;  Yang, Junhua
收藏  |  浏览/下载：13/0  |  提交时间：2022/04/28
CONVOLUTIONAL NEURAL-NETWORK  RANDOM FOREST  TIBETAN PLATEAU  EASTERN PAMIR  CLASSIFICATION  BASIN  IMAGES  MODEL  INVENTORY  ACCURACY  
A deep learning forecasting method for frost heave deformation of high-speed railway subgrade 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2021, 卷号: 185
作者:  Chen, Jing;  Li, Anyuan;  Bao, Chunyan;  Dai, Yanhua;  Liu, Minghao;  Lin, Zhanju;  Niu, Fujun;  Zhou, Tianxiang
收藏  |  浏览/下载：19/0  |  提交时间：2022/04/28
MEMORY NEURAL-NETWORK  DISPLACEMENT PREDICTION  GROUND TEMPERATURES  SOIL-MOISTURE  TERM  EMBANKMENT  
HA-Net: A Lake Water Body Extraction Network Based on Hybrid-Scale Attention and Transfer Learning 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 20
作者:  Wang, Zhaobin;  Gao, Xiong;  Zhang, Yaonan
收藏  |  浏览/下载：30/0  |  提交时间：2022/04/28
INDEX NDWI  SEGMENTATION  DELINEATION  FEATURES  
Hybrid Data Mining Forecasting System Based on Multi-Objective Optimization and Selection Model for Air pollutants 期刊论文
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2021, 卷号: 9
作者:  Huang, Yanwen;  Deng, Yuanchang;  Wang, Chen;  Fu, Tonglin
收藏  |  浏览/下载：27/0  |  提交时间：2022/04/28
POLYCYCLIC AROMATIC-HYDROCARBONS  EARLY-WARNING SYSTEM  PARTICULATE MATTER  QUALITY ASSESSMENT  TREND ANALYSIS  URBAN AREAS  POLLUTION  PM2.5  ALGORITHM  CLASSIFICATION  
Corn Biomass Estimation by Integrating Remote Sensing and Long-Term Observation Data Based on Machine Learning Techniques 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 12
作者:  Geng, Liying;  Che, Tao;  Ma, Mingguo;  Tan, Junlei;  Wang, Haibo
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/21