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Development of novel hybrid machine learning models for monthly thunderstorm frequency prediction over Bangladesh 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Azad M.A.K.;  Islam A.R.M.T.;  Rahman M.S.;  Ayen K.
收藏  |  浏览/下载：29/0  |  提交时间：2021/09/01
Bangladesh  Ensemble empirical mode decomposition  Hybrid model  Random forest  Sensitivity analysis  Thunderstorm  
Recent leveling off of vegetation greenness and primary production reveals the increasing soil water limitations on the greening Earth 期刊论文
Science Bulletin, 2021, 卷号: 66, 期号: 14
作者:  Feng X.;  Fu B.;  Zhang Y.;  Pan N.;  Zeng Z.;  Tian H.;  Lyu Y.;  Chen Y.;  Ciais P.;  Wang Y.;  Zhang L.;  Cheng L.;  Maestre F.T.;  Fernández-Martínez M.;  Sardans J.;  Peñuelas J.
收藏  |  浏览/下载：46/0  |  提交时间：2021/09/01
Ensemble empirical mode decomposition  Global carbon cycle  Global vegetation primary productivity  Global warming  Leveling off of Earth greening  Soil water limitation  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
WATER, 2021, 卷号: 13, 期号: 18
作者:  Liu, Wei;  Yu, Haijiao;  Yang, Linshan;  Yin, Zhenliang;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载：22/0  |  提交时间：2022/04/28
EMPIRICAL MODE DECOMPOSITION  WAVELET ANALYSIS  QUANTILE REGRESSION  ALGORITHM  DEPTH  QUANTIFICATION  UNCERTAINTY  RECHARGE  MACHINES  DESIGN  
Winter vs. summer temperature variations on the southeastern Tibetan Plateau, 1718-2005 CE 期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 261
作者:  Song, Miao;  Wang, Rongjun;  Ljungqvist, Fredrik Charpentier;  Wang, Xiaofeng;  Yang, Tao
收藏  |  浏览/下载：26/0  |  提交时间：2022/04/28
EMPIRICAL MODE DECOMPOSITION  VOLCANIC-ERUPTIONS  CLIMATE-CHANGE  NORTH PACIFIC  INTERANNUAL VARIABILITY  LAST MILLENNIUM  ENSO  MONSOON  OSCILLATION  RECONSTRUCTION  
Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2021, 卷号: 243
作者:  Wang, Chen;  Zhang, Shenghui;  Xiao, Ling;  Fu, Tonglin
收藏  |  浏览/下载：54/0  |  提交时间：2022/04/28
EMPIRICAL MODE DECOMPOSITION  TIME-SERIES  REGRESSION  ENSEMBLE  SPECTRUM  
Tree-ring-based winter temperature reconstruction for East Asia over the past 700 years 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 卷号: 64, 期号: 6
作者:  Song, Miao;  Yang, Bao;  Ljungqvist, Fredrik Charpentier;  Shi, Feng;  Qin, Chun;  Wang, Jianglin
收藏  |  浏览/下载：53/0  |  提交时间：2022/04/28
CLIMATE FORCING RECONSTRUCTIONS  NORTHERN-HEMISPHERE TEMPERATURE  EMPIRICAL MODE DECOMPOSITION  MULTI-PROXY RECONSTRUCTION  LAST MILLENNIUM  TIBETAN PLATEAU  SUMMER TEMPERATURES  VOLCANIC-ERUPTIONS  SEASON TEMPERATURE  PMIP SIMULATIONS  
An enhanced interval PM2.5 concentration forecasting model based on BEMD and MLPI with influencing factors 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223
作者:  Wang Z.;  Chen L.;  Ding Z.;  Chen H.
收藏  |  浏览/下载：23/0  |  提交时间：2022/01/18
Bivariate empirical mode decomposition  Interval forecasting  Interval multilayer perceptron  Mode reconstruction  PM2.5 concentration  
Identifying the spatial drivers and scale-specific variations of soil organic carbon in tropical ecosystems: A case study from Knuckles Forest Reserve in Sri Lanka 期刊论文
, 2020, 卷号: 474
作者:  Rajapaksha R.P.S.K.;  Karunaratne S.B.;  Biswas A.;  Paul K.;  Madawala H.M.S.P.;  Gunathilake S.K.;  Ratnayake R.R.
收藏  |  浏览/下载：34/0  |  提交时间：2020/07/28
Climate change  Forestry  Functions  Organic carbon  Signal processing  Soils  Spectrum analysis  Tropics  Vegetation  Climate change mitigation  Correlation coefficient  Ecosystem functioning  Empirical Mode Decomposition  Intrinsic Mode functions  Knuckles forest reserves  Lower frequency oscillations  Mathematical analysis  Ecosystems  carbon sequestration  climate change  ecosystem function  forest ecosystem  forest soil  grassland soil  nutrient dynamics  soil carbon  soil depth  soil organic matter  tropical forest  vegetation type  Carbon  Control Systems  Ecosystems  Forestry  Mathematical Analysis  Plants  Tropics  Variations  Central Province [Sri Lanka]  Knuckles Massif  Sri Lanka  
Modeling the multiple time scale response of hydrological drought to climate change in the data-scarce inland river basin of Northwest China 期刊论文
ARABIAN JOURNAL OF GEOSCIENCES, 2019, 卷号: 12, 期号: 7
作者:  Zhu, Nina;  Xu, Jianhua;  Wang, Chong;  Chen, Zhongsheng;  Luo, Yang
收藏  |  浏览/下载：40/0  |  提交时间：2019/10/08
Deep learning  Ensemble empirical mode decomposition  Hybrid model  Long short-term memory model  Simulation  Statistical downscaling  
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P.
收藏  |  浏览/下载：54/0  |  提交时间：2019/11/08
Expert system  Runoff  Integrated model  Complete ensemble empirical mode decomposition adaptive noise (CEEMDAN)  Variational mode decomposition (VMD)  Extreme learning machine (ELM)