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Enhancing in-season yield forecast accuracy for film-mulched wheat: A hybrid approach coupling crop model and UAV remote-sensing data by ensemble learning technique 期刊论文
发表期刊: EUROPEAN JOURNAL OF AGRONOMY. 出版年: 2024, 卷号: 156
作者:  Cheng, Zhikai;  Gu, Xiaobo;  Zhou, Zhihui;  Zhang, Yuanling;  Yin, Haowei;  Li, Wenlong;  Chang, Tian;  Du, Yadan
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Unmanned aerial vehicle  Ensemble learning  Wheat  AquaCrop model  Yield forecast  
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：28/0  |  提交时间：2024/10/04
Bayesian model averaging  ensemble learning  decomposition  oasis  streamflow forecasting  
Spatial distribution pattern and health risk of groundwater contamination by cadmium, manganese, lead and nitrate in groundwater of an arid area 期刊论文
发表期刊: ENVIRONMENTAL GEOCHEMISTRY AND HEALTH. 出版年: 2024, 卷号: 46, 期号: 3
作者:  Sakizadeh, Mohamad;  Zhang, Chaosheng;  Milewski, Adam
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Ensemble machine learning  Groundwater  Probabilistic health risk assessment  Redundancy analysis  Stacking  
Population status, habitat preferences and predictive current and future distributions of three endangered Silene species under changing climate 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2024, 卷号: 15
作者:  Abdelaal, Mohamed;  AL-Huqail, Arwa Abdulkreem;  Alghanem, Suliman Mohammed Suliman;  Alhaithloul, Haifa Abdulaziz Sakit;  Al-Robai, Sami Asir;  Abeed, Amany H. A.;  Dakhil, Mohammed A.;  El-Barougy, Reham F.;  Yahia, Aya A.
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
arid region  conservation  Egypt  ensemble model  global warming  
Adaptive 3DCNN-Based Interpretable Ensemble Model for Early Diagnosis of Alzheimer's Disease 期刊论文
发表期刊: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. 出版年: 2024, 卷号: 11, 期号: 1, 页码: 247-266
作者:  Pan, Dan;  Luo, Genqiang;  Zeng, An;  Zou, Chao;  Liang, Haolin;  Wang, Jianbin;  Zhang, Tong;  Yang, Baoyao
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Alzheimer's disease (AD)  attribution methods  convolutional neural network (CNN)  deep learning (DL)  ensemble learning (EL)  genetic algorithm  interpretability  magnetic resonance imaging  
A stepwise clustered ensemble temperature downscaling (SCETD) approach for assessing the future changes of temperature extremes over Yangtze River Basin 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2024, 卷号: 469
作者:  Liu, Jiachen;  Huang, Guohe;  Song, Tangnyu;  Wang, Shuguang;  Li, Yongping;  Yu, Bizheng;  Tang, Wenchang;  Zhou, Xiong
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Climate change  Yangtze river basin  Stepwise cluster analysis  Temperature  Ensemble projections  CMIP6  
Divergent nonlinear trends of global drought and its multivariate characteristics 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 630
作者:  Liu, Huiyu;  Wang, Xing;  Liang, Chuanzhuang;  Xue, Peng;  Wang, Zheng;  Chen, Yu;  Zhang, Mingyang
收藏  |  浏览/下载：39/0  |  提交时间：2024/10/04
Multivariate drought characteristics  Ensemble Empirical Modal Decomposition (EEMD)  Sliding Windows  Standardized precipitation evapotranspiration  index (SPEI)  
Near-term temperature extremes in Iran using the decadal climate prediction project (DCPP) 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2024, 卷号: 38, 期号: 2, 页码: 447-466
作者:  Asadi-RahimBeygi, Narges;  Zarrin, Azar;  Mofidi, Abbas;  Dadashi-Roudbari, Abbasali
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Decadal prediction  Temperature extremes  DCPP  Multi-model ensemble  Iran  
Assessing the intensity of the water cycle utilizing a Bayesian estimator algorithm and wavelet coherence analysis in the Issyk-Kul Basin of Central Asia 期刊论文
发表期刊: JOURNAL OF HYDROLOGY-REGIONAL STUDIES. 出版年: 2024, 卷号: 52
作者:  Kong, Lingxin;  Ma, Long;  Li, Yizhen;  Abuduwaili, Jilili;  Zhang, Jingjing
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Global warming hiatus  Water cycle intensity  Bayesian ensemble algorithm  Wavelet coherence analysis  Central Asia  Issyk-Kul Basin  
Developing novel ensemble models for predicting soil hydraulic properties in China's arid region 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 636
作者:  Niu, Liantao;  Jia, Xiaoxu;  Li, Xiangdong;  Zhao, Chunlei;  Ren, Lidong;  Hu, Wei;  Zhu, Ping;  Li, Danfeng;  Zhang, Baoqing;  Shao, Ming'an
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Pedotransfer functions  Soil hydraulic properties  Machine learning  Ensemble model  Arid region