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Impact of urban expansion on land surface temperature and carbon emissions using machine learning algorithms in Wuhan, China 期刊论文
URBAN CLIMATE, 2023, 卷号: 47
作者:  Zhang, Maomao;  Abdulla-Al Kafy;  Xiao, Pengnan;  Han, Siyu;  Zou, Shangjun;  Saha, Milan;  Zhang, Cheng;  Tan, Shukui
收藏  |  浏览/下载：0/0  |  提交时间：2024/01/31
Short-term electric load forecasting using an EMD-BI-LSTM approach for smart grid energy management system 期刊论文
ENERGY AND BUILDINGS, 2023, 卷号: 288
作者:  Mounir, Nada;  Ouadi, Hamid;  Jrhilifa, Ismael
收藏  |  浏览/下载：0/0  |  提交时间：2024/01/31
Deep Learning Model Based CO2 Emissions Prediction Using Vehicle Telematics Sensors Data 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 1
作者:  Singh, Mukul;  Dubey, Rahul Kumar
收藏  |  浏览/下载：0/0  |  提交时间：2024/01/31
Financial Time Series Forecasting with the Deep Learning Ensemble Model 期刊论文
MATHEMATICS, 2023, 卷号: 11, 期号: 4
作者:  He, Kaijian;  Yang, Qian;  Ji, Lei;  Pan, Jingcheng;  Zou, Yingchao
收藏  |  浏览/下载：6/0  |  提交时间：2024/01/31
Remotely Sensed Vegetation Green-Up Onset Date on the Tibetan Plateau: Simulations and Future Predictions 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16
作者:  Cao, Ruyin;  Ling, Xiaofang;  Liu, Licong;  Wang, Weiyi;  Li, Luchun;  Shen, Miaogen
收藏  |  浏览/下载：3/0  |  提交时间：2024/03/01
Precipitation  Vegetation mapping  Data models  Biological system modeling  Temperature sensors  Ecosystems  Springs  Alpine ecosystem  land surface phenology  phenological model  Qinghai-Tibet plateau  start of vegetation growing season  
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  
Unveiling the Railway Traffic Knowledge in Tibet: An Advanced Model for Relational Triple Extraction 期刊论文
SUSTAINABILITY, 2023, 卷号: 15, 期号: 20
作者:  Luo, Weiqun;  Wang, Jiabao;  Yan, Xiangwei;  Jiang, Guiyuan
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
relation extraction  subject feature  attention mechanism  railway traffic in Tibet  
Prediction of soil moisture using BiGRU-LSTM model with STL decomposition in Qinghai-Tibet Plateau 期刊论文
PEERJ, 2023, 卷号: 11
作者:  Zhao, Lufei;  Luo, Tonglin;  Jiang, Xuchu;  Zhang, Biao
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
Soil moisture  Time series prediction  STL decomposition  BiGRU  LSTM  Qinghai-Tibet Plateau  
Multisite evaluation of physics-informed deep learning for permafrost prediction in the Qinghai-Tibet Plateau 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2023, 卷号: 216
作者:  Liu, Yibo;  Ran, Youhua;  Li, Xin;  Che, Tao;  Wu, Tonghua
收藏  |  浏览/下载：2/0  |  提交时间：2024/03/01
Frozen ground  Ground temperature  GIPL2  Machine learning  
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2023, 卷号: 197
作者:  Huang, Shuzhe;  Zhang, Xiang;  Wang, Chao;  Chen, Nengcheng
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
Multi -layer soil moisture  High resolution  Seamless  High accuracy  The Qinghai-Tibet plateau