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Arid

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Develop agricultural planting structure prediction model based on machine learning: The aging of the population has prompted a shift in the planting structure toward food crops 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2024, 卷号: 221
作者:  Guo, Wei;  Huang, Yimei;  Huang, Yudan;  Li, Yilun;  Song, Xiaoxiang;  Shen, Jikai;  Qi, Xiping;  Zhang, Bicheng;  Zhu, Zhaolong;  Peng, Shouzhang;  An, Shaoshan
收藏  |  浏览/下载：105/0  |  提交时间：2024/10/04
Planting structure  Aging population  Qinghai -Tibet Plateau  Machine learning  Hierarchical linear model  
Implementation of random forest, adaptive boosting, and gradient boosting decision trees algorithms for gully erosion susceptibility mapping using remote sensing and GIS 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2024, 卷号: 83, 期号: 3
作者:  Naceur, Hassan Ait;  Abdo, Hazem Ghassan;  Igmoullan, Brahim;  Namous, Mustapha;  Alshehri, Fahad;  Albanai, Jasem A.
收藏  |  浏览/下载：36/0  |  提交时间：2024/10/04
Gully erosion susceptibility  N'fis river basin  Machine learning model  Risk assessment  GIS  
New strategy based on Hammerstein-Wiener and supervised machine learning for identification of treated wastewater salinization in Al-Hassa region, Saudi Arabia 期刊论文
发表期刊: ENVIRONMENTAL SCIENCES EUROPE. 出版年: 2024, 卷号: 36, 期号: 1
作者:  Shah, Syed Muzzamil Hussain;  Abba, Sani I.;  Yassin, Mohamed A.;  Lawal, Dahiru U.;  Aliyu, Farouq;  Al-Qadami, Ebrahim Hamid Hussein;  Qureshi, Haris U.;  Aljundi, Isam H.;  Asmaly, Hamza A.;  Sammen, Saad Sh.;  Scholz, Miklas
收藏  |  浏览/下载：41/0  |  提交时间：2024/10/04
Salinization  Hammerstein-Wiener model  Support vector regression  Artificial intelligence  Machine learning  SDG6  
Interpretable machine learning models for predicting 90-day death in patients in the intensive care unit with epilepsy 期刊论文
发表期刊: SEIZURE-EUROPEAN JOURNAL OF EPILEPSY. 出版年: 2024, 卷号: 114, 页码: 23-32
作者:  She, Yingfang;  Zhou, Liemin;  Li, Yide
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Epilepsy  Mortality risk  Intensive care units  Machine learning model  The MIMIC IV  eICU-CRD database  
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：42/0  |  提交时间：2024/10/04
Pedotransfer functions  Soil hydraulic properties  Machine learning  Ensemble model  Arid region  
A Hybrid Model Coupling Physical Constraints and Machine Learning to Estimate Daily Evapotranspiration in the Heihe River Basin 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 12
作者:  Li, Xiang;  Xue, Feihu;  Ding, Jianli;  Xu, Tongren;  Song, Lisheng;  Pang, Zijie;  Wang, Jinjie;  Xu, Ziwei;  Ma, Yanfei;  Lu, Zheng;  Wu, Dongxing;  Wei, Jiaxing;  He, Xinlei;  Zhang, Yuan
收藏  |  浏览/下载：57/0  |  提交时间：2024/10/04
evapotranspiration  Heihe River Basin  physical constraints  machine learning  hybrid model  
Comparative analysis of rhizobial and bacterial communities in experimental cotton fields: Impacts of conventional and conservation soil management in the Texas High Plains 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 236
作者:  Ferdous, Amin Jannatul;  Wang, Xiaolin;  Lewis, Katie;  Zak, John
收藏  |  浏览/下载：34/0  |  提交时间：2024/10/04
Personalized soil management  Rhizobial diversity  rpoB amplicon sequencing  Conservation agriculture  Tillage and cover crop  Machine learning model  Indigenous rhizobia  
Evaluation of the gully erosion susceptibility by using UAV and hybrid models based on machine learning 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 244
作者:  Wang, Qian;  Tang, Bohui;  Wang, Kailin;  Shi, Jiannan;  Li, Meiling
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Gully erosion susceptibility mapping  Hybrid model  MOORA  Machine learning  Ordos  
Integrated machine learning-based model and WQI for groundwater quality assessment: ML, geospatial, and hydro-index approaches 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 18, 页码: 53862-53875
作者:  Abu El-Magd, Sherif Ahmed;  Ismael, Ismael S.;  El-Sabri, Mohamed A. Sh.;  Abdo, Mohamed Sayed;  Farhat, Hassan I.
收藏  |  浏览/下载：40/0  |  提交时间：2024/09/29
Machine learning model (ML)  SVM  WQI  SVM-WQI  Egypt  
Runoff Modeling in Ungauged Catchments Using Machine Learning Algorithm-Based Model Parameters Regionalization Methodology 期刊论文
发表期刊: ENGINEERING. 出版年: 2023, 卷号: 28, 页码: 93-104
作者:  Wu, Houfa;  Zhang, Jianyun;  Bao, Zhenxin;  Wang, Guoqing;  Wang, Wensheng;  Yang, Yanqing;  Wang, Jie
收藏  |  浏览/下载：38/0  |  提交时间：2024/09/29
Parameters estimation  Ungauged catchments  Regionalization scheme  Machine learning algorithms  Soil and water assessment tool model  
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