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On reliability enhancement of solar PV arrays using hybrid SVR for soiling based on WT and EMD methods 期刊论文
发表期刊: AIN SHAMS ENGINEERING JOURNAL. 出版年: 2024, 卷号: 15, 期号: 6
作者:  Redekar, Abhijeet;  Dhiman, Harsh S.;  Deb, Dipankar;  Muyeen, S. M.
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Soiling forecasting  Wavelet transform  Support vector regression  Empirical mode decomposition  
Estimation of soil water storage according to its multi-scale correlations with environmental factors 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 238
作者:  Li, Xuezhang;  Shao, Ming 'an;  Hu, Wei;  Xu, Xianli;  Wang, Kelin
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Soil moisture estimation  Multivariate empirical mode decomposition  Nonlinear process  Intrinsic mode functions  Soil moisture condition  
Desert Abiotic Carbon Sequestration Weakening by Precipitation 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE & TECHNOLOGY. 出版年: 2023, 卷号: 57, 期号: 18, 页码: 7174-7184
作者:  Yang, Fan;  Huang, Jianping;  Zhou, Chenglong;  Yang, Xinghua;  Mamtimin, Ali;  Zheng, Xinqian;  Huo, Wen;  Ji, Fei;  Han, Dongliang;  Meng, Lu;  Gao, Jiacheng;  Song, Meiqi;  Wang, Yu;  Zhu, Congzhen
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
Taklimakan Desert  desert carbon sequestration  CO2 flux  hydrothermal interaction  ensemble empirical mode decomposition (EEMD)  
Application of boosted tree algorithm with new data preprocessing techniques in the forecasting one day ahead streamflow values in the Tigris basin, Turkiye 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2023, 卷号: 50, 页码: 13-25
作者:  Katipoglu, Okan Mert;  Sarigol, Metin
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
Streamflow prediction  Machine learning  Variational mode decomposition  Empirical mode decomposition  Emperical wavelet transform  Tigris basin  
Variability analysis and the conservation capacity of soil water storage under different vegetation types in arid regions 期刊论文
发表期刊: CATENA. 出版年: 2023, 卷号: 230
作者:  Chen, Yunfei;  Liu, Xiuhua;  Ma, Yandong;  He, Junqi;  He, Yi;  Zheng, Ce;  Gao, Wande;  Ma, Cunping
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Soil water memory  Multivariate empirical mode decomposition  Variability analysis  Water conservation potential  Different vegetation cover  
Comparisons of climate change characteristics in typical arid regions of the Northern Hemisphere 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2022, 卷号: 10
作者:  Yan, Xinyang;  Cheng, Peng;  Zhang, Qiang;  Li, Xiaoqin;  He, Jinmei;  Yan, Xiaomin;  Zhao, Wenjing;  Wang, Lei
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
arid regions  climate change  comparison  multiple time scales  ensemble empirical mode decomposition (EEMD)  
Relationship between net primary production and climate change in different vegetation zones based on EEMD detrending - A case study of Northwest China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 122
作者:  Liu, Huiyu;  Jia, Junhe;  Lin, Zhenshan;  Wang, Zhaoyue;  Gong, Haibo
收藏  |  浏览/下载：61/0  |  提交时间：2021/07/30
Ensemble Empirical Mode Decomposition  (EEMD) detrending  Trend reversal  Bioclimatic variables  Interannual variations  Nonlinearity  
基于EEMD-LSTM模型的天山北坡经济带年降水量预测 期刊论文
发表期刊: 干旱区研究. 出版年: 2021, 卷号: 38, 期号: 5, 页码: 1235-1243
作者:  杨倩;  秦莉;  高培;  张瑞波
收藏  |  浏览/下载：20/0  |  提交时间：2022/03/18
ensemble empirical mode decomposition  long short-term memory network  annual precipitation  prediction  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
发表期刊: WATER. 出版年: 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：2021/11/19
groundwater level forecasting  complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)  genetic algorithm (GA)  feature selection (FS)  deep belief network (DBN)  quantile regression (QR)  uncertainty evaluation  
Mechanistic links between underestimated CO2 fluxes and non-closure of the surface energy balance in a semi-arid sagebrush ecosystem 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH LETTERS. 出版年: 2019, 卷号: 14, 期号: 4
作者:  Gao, Zhongming;  Liu, Heping;  Missik, Justine E. C.;  Yao, Jingyu;  Huang, Maoyi;  Chen, Xingyuan;  Arntzen, Evan;  Mcfarland, Douglas P.
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
CO2 flux  eddy covariance method  ensemble empirical mode decomposition  sensible and latent heat fluxes  surface energy balance closure