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Reconstruction of a daily gridded snow water equivalent product for the land region above 45 degrees N based on a ridge regression machine learning approach 期刊论文
EARTH SYSTEM SCIENCE DATA, 2022, 卷号: 14, 期号: 2
作者:  Shao, Donghang;  Li, Hongyi;  Wang, Jian;  Hao, Xiaohua;  Che, Tao;  Ji, Wenzheng
收藏  |  浏览/下载：44/0  |  提交时间：2022/04/28
PASSIVE MICROWAVE  BRITISH-COLUMBIA  CLIMATE  DEPTH  
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：29/0  |  提交时间：2021/12/07
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：32/0  |  提交时间：2021/12/21
3D-var assimilation of GTS observation with the gravity wave drag scheme improves summer high resolution climate simulation over the Tibetan Plateau 期刊论文
CLIMATE DYNAMICS, 2021, 卷号: 57, 期号: 1-2
作者:  Xie, Qian;  Yang, Yi;  Qiu, Xiaobin;  Ma, Yuanyuan;  Lai, Anwei;  Lin, Erliang;  Mai, Xiaoping
收藏  |  浏览/下载：31/0  |  提交时间：2022/04/28
3D-var assimilation of GTS observation with the gravity wave drag scheme improves summer high resolution climate simulation over the Tibetan Plateau 期刊论文
Climate Dynamics, 2021
作者:  Xie Q.;  Yang Y.;  Qiu X.;  Ma Y.;  Lai A.;  Lin E.;  Mai X.
收藏  |  浏览/下载：27/0  |  提交时间：2021/06/28
Terrestrial carbon cycle model-data fusion: Progress and challenges 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 卷号: 64, 期号: 10
作者:  Li, Xin;  Ma, Hanqing;  Ran, Youhua;  Wang, Xufeng;  Zhu, Gaofeng;  Liu, Feng;  He, Honglin;  Zhang, Zhen;  Huang, Chunlin
收藏  |  浏览/下载：27/0  |  提交时间：2022/04/28
DATA-ASSIMILATION SYSTEM  GLOBAL VEGETATION MODELS  LAND-SURFACE MODEL  ECOSYSTEM MODEL  SENSITIVITY-ANALYSIS  LEAF SCALE  UNCERTAINTY  PRODUCTIVITY  PERSPECTIVE  PARAMETERS  
A first assessment of satellite and reanalysis estimates of surface and root-zone soil moisture over the permafrost region of Qinghai-Tibet Plateau 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265
作者:  Xing, Zanpin;  Fan, Lei;  Zhao, Lin;  De Lannoy, Gabrielle;  Frappart, Frederic;  Peng, Jian;  Li, Xiaojun;  Zeng, Jiangyuan;  Al-Yaari, Amen;  Yang, Kun;  Zhao, Tianjie;  Shi, Jiancheng;  Wang, Mengjia;  Liu, Xiangzhuo;  Hu, Guojie;  Xiao, Yao;  Du, Erji;  Li, Ren;  Qiao, Yongping;  Shi, Jianzong;  Wen, Jianguang;  Ma, Mingguo;  Wigneron, Jean-Pierre
收藏  |  浏览/下载：40/0  |  提交时间：2022/04/28
L-MEB MODEL  MICROWAVE  SMOS  VALIDATION  PRODUCTS  SMAP  TEMPERATURE  RETRIEVALS  PERFORMANCE  CALIBRATION  
Assimilating an expanded tree ring dataset to reconstruct the millennial air temperature fields for the Northern Hemisphere 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2020
作者:  Fang, Miao;  Zheng, Jingyun;  Wang, Jianglin;  Zhu, Haifeng;  Zhang, Xuezhen
收藏  |  浏览/下载：24/0  |  提交时间：2022/04/28
ARTIFICIAL NEURAL-NETWORKS  LAST-MILLENNIUM  CLIMATE  WIDTH  MODEL  SIMULATIONS  VARIABILITY  REANALYSIS  ATMOSPHERE  RESOLUTION  
Water balance change and its implications to vegetation in the Tarim River Basin, Central Asia 期刊论文
QUATERNARY INTERNATIONAL, 2019, 卷号: 523
作者:  Xu, Min;  Wang, Xiaoming;  Sun, Tianyao;  Wu, Hao;  Li, Xuemei;  Kang, Shichang
收藏  |  浏览/下载：43/0  |  提交时间：2019/11/08
Water budget  Variations  Impacts  Vegetation  NDVI  Tarim river basin  
Estimation of hourly land surface heat fluxes over the Tibetan Plateau by the combined use of geostationary and polar-orbiting satellites 期刊论文
Atmospheric Chemistry and Physics, 2019, 卷号: 19, 期号: 8
作者:  Zhong L.;   Ma Y.;   Hu Z.;   Fu Y.;   Hu Y.;   Wang X.;   Cheng M.;   Ge N.
收藏  |  浏览/下载：15/0  |  提交时间：2019/09/30