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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：26/0  |  提交时间：2024/10/04
Bayesian model averaging  ensemble learning  decomposition  oasis  streamflow forecasting  
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：24/0  |  提交时间：2024/10/04
arid region  conservation  Egypt  ensemble model  global warming  
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：15/0  |  提交时间：2024/10/04
Decadal prediction  Temperature extremes  DCPP  Multi-model ensemble  Iran  
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  
Patterns of salt transport and factors affecting typical shrub in desert-oases transition areas 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2023, 卷号: 236
作者:  Wang, Jing;  Xue, Lianqing;  Liu, Hailong;  Cao, Biao;  Bai, Yungang;  Xiang, Chenguang;  Li, Xinghan
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Desert-oases transition areas  Soil salinity transport  Environmental indicators  Tarim river basin  The van genuchten soil salinity retention  ensemble model (TVGSSREM-3D)  
Climate Change May Impact Nile Tilapia, Oreochromis niloticus (Linnaeus, 1758) Distribution in the Southeastern Arabian Peninsula through Range Contraction under Various Climate Scenarios 期刊论文
发表期刊: FISHES. 出版年: 2023, 卷号: 8, 期号: 10
作者:  Esmaeili, Hamid Reza;  Eslami Barzoki, Zohreh
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
freshwater ecosystems  pollution  bioinvasion  co-invasion  establishment  ensemble model  
Novel Ensemble Machine Learning Modeling Approach for Groundwater Potential Mapping in Parbhani District of Maharashtra, India 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 3
作者:  Masroor, Md;  Sajjad, Haroon;  Kumar, Pankaj;  Saha, Tamal Kanti;  Rahaman, Md Hibjur;  Choudhari, Pandurang;  Kulimushi, Luc Cimusa;  Pal, Swades;  Saito, Osamu
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
groundwater potential zones  multi-layer perceptron  random forest  support vector regression  ensemble model  Parbhani  
Comparison of Data Fusion Methods in Fusing Satellite Products and Model Simulations for Estimating Soil Moisture on Semi-Arid Grasslands 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 15
作者:  Zhu, Yi;  Zhang, Lanhui;  Li, Feng;  Xu, Jiaxin;  He, Chansheng
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
soil moisture  data fusion  Back-Propagation Artificial Neural Network (BPANN)  Ensemble Kalman Filter (EnKF)  semi-arid grasslands  Soil Moisture Active and Passive (SMAP)  Community Land Model 5  0 (CLM5  0)  Cosmic-Ray Neutron Sensor (CRNS)  
Comparing drivers and protection of core habitat and connectivity for two sympatric desert carnivores 期刊论文
发表期刊: GLOBAL ECOLOGY AND CONSERVATION. 出版年: 2023, 卷号: 48
作者:  Feizabadi, Hossein Akbari;  Mohammadi, Alireza;  Shahnaseri, Gilda;  Wan, Ho Yi
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Arid region  Ensemble model  Felis margarita  Protected area  Ruppell 's fox  Sand fox  Semi -desert  Semi -arid region  Vulpes rueppellii