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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 evolution of artificial oasis over two millennia in Hexi corridor, China 期刊论文
发表期刊: HELIYON. 出版年: 2023, 卷号: 9, 期号: 12
作者:  Tang, Xia;  Yang, Linshan;  Qu, Hao;  Feng, Qi
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Artificial oases development  Driving factors  Structural equaion model  Human-land relationship  The Hexi corridor  
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  
Improved Understanding of Trade-Offs and Synergies in Ecosystem Services via Fine Land-Use Classification and Multi-Scale Analysis in the Arid Region of Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 20
作者:  Su, Yingqing;  Feng, Qi;  Liu, Wei;  Zhu, Meng;  Xia, Honghua;  Ma, Xiaohong;  Cheng, Wenju;  Zhang, Jutao;  Zhang, Chengqi;  Yang, Linshan;  Yin, Xinwei
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
land use/cover change  ecosystem services  scenario simulation  scale effect  SD-PLUS-InVEST model  the arid region of northwest China  
Contrasting response of water use efficiency to soil moisture availability: From leaf to ecosystem in an arid oasis 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 147
作者:  Han, Tuo;  Feng, Qi;  Yu, Tengfei;  Liu, Wei;  Ma, Jinzhu;  Zhao, Chenguang;  Yang, Linshan;  Zhang, Jutao;  Li, Huiying
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Arid oasis  Water use efficiency  Soil moisture availability  Relative sensitivity  Biological processes  
Redistribution effect of irrigation on shallow groundwater recharge source contributions in an arid agricultural region 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2023, 卷号: 865
作者:  Qi, Shi;  Feng, Qi;  Shu, Heping;  Liu, Wei;  Zhu, Meng;  Zhang, Chengqi;  Yang, Linshan;  Yin, Zhenliang
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Arid agricultural areas  Groundwater  Complex recharge sources  Hydrogen and oxygen isotopes  Irrigation water  
Effects of land use and land cover change on soil organic carbon storage in the Hexi regions, Northwest China 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2022, 卷号: 312
作者:  Li, Yongge;  Liu, Wei;  Feng, Qi;  Zhu, Meng;  Yang, Linshan;  Zhang, Jutao
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
LUCC  SOC storage  Cropland expansion  Climate change  Hexi corridor  Qilian mountains  
Interaction between wind speed and net radiation controls reference evapotranspiration variance in the inland river basin of Northwest China 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2022, 卷号: 36, 期号: 6
作者:  Ning, Tingting;  Feng, Qi;  Li, Ruolin;  Yang, Linshan
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
different time scales  total differential method  unbiased sample variance  vegetation dynamics  
Source apportionment of nitrates in different aquifers in an arid region, northwestern China 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2022, 卷号: 374
作者:  Qi, Shi;  Feng, Qi;  Zhu, Meng;  Shu, Heping;  Liu, Wei;  Yang, Linshan;  Yin, Zhenliang;  Zhang, Chengqi
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Arid areas  Shallow and confined aquifers  Nitrate pollution  Source apportionment  Isotope technique