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Construction and Research of Ultra-Short Term Prediction Model of Solar Short Wave Irradiance Suitable for Qinghai-Tibet Plateau 期刊论文
ATMOSPHERE, 2023, 卷号: 14, 期号: 7
作者:  Meng, Huimei;  Wu, Lingxiao;  Li, Huaxia;  Song, Yixin
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
solar irradiance  ultra-short term forecasting  machine learning  training set  forecast horizon  
Development of a Machine Learning Forecast Model for Global Horizontal Irradiation Adapted to Tibet Based on Visible All-Sky Imaging 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9
作者:  Wu, Lingxiao;  Chen, Tianlu;  Ciren, Nima;  Wang, Dui;  Meng, Huimei;  Li, Ming;  Zhao, Wei;  Luo, Jingxuan;  Hu, Xiaoru;  Jia, Shengjie;  Liao, Li;  Pan, Yubing;  Wang, Yinan
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
Visible All-Sky image  cloud cover  global horizontal irradiation  short-term forecast  machine learning  
Study on the characteristics of solar shortwave irradiance and comparative analysis of short-term irradiance prediction of Yangbajing, Tibet 期刊论文
CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2023, 卷号: 66, 期号: 8
作者:  Wu LingXiao;  Wang YiNan;  Wang Dui;  Li Ming;  Ciren Nima;  Chen TianLu
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
Solar irradiance  Short-term forecasting  ARIMA  Random forest (RF)  Prophet  Yangbajing  
A synthesis dataset of permafrost thermal state for the Qinghai-Tibet (Xizang) Plateau, China 期刊论文
EARTH SYSTEM SCIENCE DATA, 2021, 卷号: 13, 期号: 8
作者:  Zhao, Lin;  Zou, Defu;  Hu, Guojie;  Wu, Tonghua;  Du, Erji;  Liu, Guangyue;  Xiao, Yao;  Li, Ren;  Pang, Qiangqiang;  Qiao, Yongping;  Wu, Xiaodong;  Sun, Zhe;  Xing, Zanpin;  Sheng, Yu;  Zhao, Yonghua;  Shi, Jianzong;  Xie, Changwei;  Wang, Lingxiao;  Wang, Chong;  Cheng, Guodong
收藏  |  浏览/下载：43/0  |  提交时间：2022/04/28
SOIL-TEMPERATURE  CLIMATE  VALIDATION  REGIONS  CMIP5  MODEL  SNOW  
Mapping Surficial Soil Particle Size Fractions in Alpine Permafrost Regions of the Qinghai-Tibet Plateau 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Wang, Chong;  Zhao, Lin;  Fang, Hongbing;  Wang, Lingxiao;  Xing, Zanpin;  Zou, Defu;  Hu, Guojie;  Wu, Xiaodong;  Zhao, Yonghua;  Sheng, Yu;  Pang, Qiangqiang;  Du, Erji;  Liu, Guangyue;  Yun, Hanbo
收藏  |  浏览/下载：36/0  |  提交时间：2022/04/28
FEATURE-SELECTION  SPATIAL PREDICTION  MACHINE  DEGRADATION  CHALLENGES  MOISTURE  DEPTH