Arid

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A deep learning-based hybrid approach for multi-time-ahead streamflow prediction in an arid region of Northwest China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2024, 卷号: 55, 期号: 2, 页码: 180-204
作者:  Fang, J. J.;  Yang, Linshan;  Wen, Xiaohu;  Li, Weide;  Yu, Haijiao;  Zhou, Ting
收藏  |  浏览/下载:22/0  |  提交时间:2024/10/04
convolutional neural network (CNN)  long short-term memory (LSTM)  Shule River  streamflow prediction  Transformer  
Ensemble learning of decomposition-based machine learning models for multistep-ahead daily streamflow forecasting in northwest China 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL. 出版年: 2024, 卷号: 69, 期号: 11, 页码: 1501-1522
作者:  Yu, Haijiao;  Yang, Linshan;  Feng, Qi;  Barzegar, Rahim;  Adamowski, Jan F.;  Wen, Xiaohu
收藏  |  浏览/下载:21/0  |  提交时间:2024/10/04
Bayesian model averaging  ensemble learning  decomposition  oasis  streamflow forecasting  
The response of agroecosystem water use efficiency to cropland change in northwest China?s Hexi Corridor 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 276
作者:  Yang, Linshan;  Feng, Qi;  Lu, Tiaoxue;  Adamowski, Jan F.;  Yin, Zhenliang;  Hatami, Shadi;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载:17/0  |  提交时间:2024/09/29
Cropland change  Agroecosystem Water Use Efficiency  Gross Primary Productivity  Actual Evapotranspiration  Hexi Corridor  
Multiple assessments, source determination, and health risk apportionment of heavy metal(loid)s in the groundwater of the Shule River Basin in northwestern China 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2023, 卷号: 15, 期号: 11, 页码: 1355-1375
作者:  Wen, Xiaohu;  Li, Leiming;  Wu, Jun;  Lu, Jian;  Sheng, Danrui
收藏  |  浏览/下载:10/0  |  提交时间:2024/09/29
groundwater  heavy metal(loid)s  ecological risk  health risk  Shule River Basin  
Bayesian Model Averaging Ensemble Approach for Multi-Time-Ahead Groundwater Level Prediction Combining the GRACE, GLEAM, and GLDAS Data in Arid Areas 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 1
作者:  Zhou, Ting;  Wen, Xiaohu;  Feng, Qi;  Yu, Haijiao;  Xi, Haiyang
收藏  |  浏览/下载:19/0  |  提交时间:2024/09/29
GRACE  GLEAM  GLDAS  Bayesian model averaging  groundwater level  
Contamination characteristics, source identification, and source-specific health risks of heavy metal(loid)s in groundwater of an arid oasis region in Northwest China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 841
作者:  Sheng, Danrui;  Meng, Xianhong;  Wen, Xiaohu;  Wu, Jun;  Yu, Haijiao;  Wu, Min
收藏  |  浏览/下载:17/0  |  提交时间:2024/09/20
Arid oasis region  Groundwater quality  Heavy metal(loid)s  Source apportionment  Source-specific health risks  
The role of climate change and vegetation greening on the variation of terrestrial evapotranspiration in northwest China's Qilian Mountains 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 759
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Alizadeh, Mohammad Reza;  Yin, Zhenliang;  Wen, Xiaohu;  Zhu, Meng
收藏  |  浏览/下载:36/0  |  提交时间:2021/03/08
Climate change  Vegetation greening  Terrestrial evapotranspiration  Budyko hypothesis  Qilian Mountains  
Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载:66/0  |  提交时间:2021/03/08
uncertainty analysis  groundwater level prediction  hybrid predictive model  variational mode decomposition  Boruta technique  extreme learning machine  
伊朗盐湖分布和研究现状 期刊论文
发表期刊: 盐湖研究. 出版年: 2021, 卷号: 29, 期号: 4, 页码: 100-110
作者:  李雷明;  苏一帆;  李玉婷;  闵秀云;  李庆宽;  任静;  周馨;  温小虎
收藏  |  浏览/下载:41/0  |  提交时间:2022/03/18
Iran  Salt Lake distribution  Hot research topics  Research institutions  
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:20/0  |  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