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Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16
作者:  Zhang, Ling;  Xue, Zhaohui;  Liu, Huan;  Li, Hao
收藏  |  浏览/下载：8/0  |  提交时间：2024/03/01
Enhanced generalized regression neural network (EGRNN)  feature selection  Qinghai-Tibet Plateau (QTP)  soil moisture (SM) estimation  
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：48/0  |  提交时间：2022/04/28
NEURAL-NETWORK  REFLECTANCE PROPERTIES  SALINITY  VEGETATION  INDEX  OPTIMIZATION  MOISTURE  SPECTRA  IMAGES  AREA  
Characteristic analysis of the spatio-temporal distribution of key variables of the soil freeze-thaw processes over the Qinghai-Tibetan Plateau 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2022, 卷号: 197
作者:  Liu, Wenhui;  Wen, Jun;  Chen, Jinlei;  Wang, Zuoliang;  Lu, Xuancheng;  Wu, Yueyue;  Jiang, Yuqin
收藏  |  浏览/下载：33/0  |  提交时间：2022/04/28
SURFACE-ENERGY BUDGET  EURASIAN SNOW COVER  CLIMATE-CHANGE  MOISTURE  TEMPERATURE  PERMAFROST  STATE  SATELLITE  NETWORK  CYCLES  
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：25/0  |  提交时间：2022/04/28
MEMORY NEURAL-NETWORK  DISPLACEMENT PREDICTION  GROUND TEMPERATURES  SOIL-MOISTURE  TERM  EMBANKMENT  
Evaluation of six satellite- and model-based surface soil temperature datasets using global ground-based observations 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 264
作者:  Ma, Hongliang;  Zeng, Jiangyuan;  Zhang, Xiang;  Fu, Peng;  Zheng, Donghai;  Wigneron, Jean-Pierre;  Chen, Nengcheng;  Niyogi, Dev
收藏  |  浏览/下载：43/0  |  提交时间：2022/06/21
IN-SITU OBSERVATIONS  MOISTURE RETRIEVAL  TEMPORAL STABILITY  WORLD MAP  AMSR-E  NETWORK  VALIDATION  EMISSION  PRODUCTS  SMOS  
Monitoring Water and Energy Cycles at Climate Scale in the Third Pole Environment (CLIMATE-TPE) 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18
作者:  Su, Zhongbo;  Ma, Yaoming;  Chen, Xuelong;  Dong, Xiaohua;  Du, Junping;  Han, Cunbo;  He, Yanbo;  Hofste, Jan G.;  Li, Maoshan;  Li, Mengna;  Lv, Shaoning;  Ma, Weiqiang;  Polo, Maria J.;  Peng, Jian;  Qian, Hui;  Sobrino, Jose;  Van der Velde, Rogier;  Wen, Jun;  Wang, Binbin;  Wang, Xin;  Yu, Lianyu;  Zhang, Pei;  Zhao, Hong;  Zheng, Han;  Zheng, Donghai;  Zhong, Lei;  Zeng, Yijian
收藏  |  浏览/下载：56/0  |  提交时间：2022/04/28
NETWORK CCRN RESEARCH  ASIAN SUMMER MONSOON  BALANCE SYSTEM SEBS  NOAH MODEL PHYSICS  SOIL-MOISTURE  TIBETAN PLATEAU  WESTERN CANADA  HEAT FLUXES  SURFACE  TEMPERATURE  
Tree ring and water deficit indices as indicators of drought impact on black truffle production in Spain 期刊论文
, 2020, 卷号: 475
作者:  Garcia-Barreda S.;  Camarero J.J.
收藏  |  浏览/下载：33/0  |  提交时间：2020/07/28
Drought  Irrigation  Orchards  Soil moisture  Calibration verification  Economic resources  Interannual variation  Large-scale network  Mediterranean forest  Mediterranean pines  Summer drought intensities  Water deficit index  Forestry  agrometeorology  agronomy  annual variation  coniferous tree  drought  environmental factor  forest ecosystem  fungus  orchard  silviculture  soil water  tree ring  Mediterranean Region  Spain  Fungi  Pinus pinaster  Tuber melanosporum  
A surface soil temperature retrieval algorithm based on AMSR-E multi-frequency brightness temperatures 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2017, 卷号: 38, 期号: 23
作者:  Han, Menglei;  Lu, Hui;  Yang, Kun;  Qin, Jun;  Chen, Yingying;  Zhao, Long;  Lazhu
收藏  |  浏览/下载：23/0  |  提交时间：2022/06/21
IN-SITU OBSERVATIONS  TIBETAN PLATEAU  RADIOFREQUENCY INTERFERENCE  MOISTURE NETWORK  VALIDATION  PRODUCTS  MODEL  GHZ  SIMULATIONS  RESOLUTION  
An Algorithm Based on the Standard Deviation of Passive Microwave Brightness Temperatures for Monitoring Soil Surface Freeze/Thaw State on the Tibetan Plateau 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 5
作者:  Han, Menglei;  Yang, Kun;  Qin, Jun;  Jin, Rui;  Ma, Yaoming;  Wen, Jun;  Chen, Yingying;  Zhao, Long;  Zhu, La;  Tang, Wenjun
收藏  |  浏览/下载：33/0  |  提交时间：2022/06/21
MOISTURE  SATELLITE  RADIOBRIGHTNESS  VALIDATION  NETWORK  SYSTEM  MODEL  
Assessment of soil water deficit for the middle reaches of Yarlung-Zangbo River from optical and passive microwave images 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2014, 卷号: 142
作者:  Zhong, Lei;  Ma, Yaoming;  Fu, Yunfei;  Pan, Xiao;  Hu, Wei;  Su, Zhongbo;  Salama, Mhd. Suhyb;  Feng, Lu
收藏  |  浏览/下载：29/0  |  提交时间：2022/06/21
SURFACE-TEMPERATURE  DROUGHT  LAND  VALIDATION  MOISTURE  ALGORITHM  NETWORK  CHINA  AVHRR  TIBET