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Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
Solving the pan evaporation process complexity using the development of multiple mode of neurocomputing models 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2021, 卷号: 145, 期号: 3-4, 页码: 1521-1539
作者:  Ghorbani, Mohammad Ali;  Jabehdar, Milad Alizadeh;  Yaseen, Zaher Mundher;  Inyurt, Samed
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/19
Development of artificial intelligence models for well groundwater quality simulation: Different modeling scenarios 期刊论文
发表期刊: PLOS ONE. 出版年: 2021, 卷号: 16, 期号: 5
作者:  Shiri, Naser;  Shiri, Jalal;  Yaseen, Zaher Mundher;  Kim, Sungwon;  Chung, Il-Moon;  Nourani, Vahid;  Zounemat-Kermani, Mohammad
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
Proposition of New Ensemble Data-Intelligence Models for Surface Water Quality Prediction 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 108527-108541
作者:  Al-Sulttani, Ali Omran;  Al-Mukhtar, Mustafa;  Roomi, Ali B.;  Farooque, Aitazaz Ahsan;  Khedher, Khaled Mohamed;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Predictive models  Rivers  Water resources  Water quality  Water pollution  Computational modeling  Adaptation models  Semi-arid region  river water quality  biochemical oxygen demand  principal component analysis  
A functional autoregressive model based on exogenous hydrometeorological variables for river flow prediction 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 598
作者:  Beyaztas, Ufuk;  Shang, Han Lin;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
River flow prediction  Hydrometeorological variables  Functional autoregressive  Semi-arid environment  
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2021, 卷号: 185
作者:  Bayatvarkeshi, Maryam;  Bhagat, Suraj Kumar;  Mohammadi, Kourosh;  Kisi, Ozgur;  Farahani, M.;  Hasani, A.;  Deo, Ravinesh;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
Agricultural sustainability  Air temperature  Artificial neural networks  Co-active neuro-fuzzy inference systems  Soil temperature  Machine learning  
Projection of Agricultural Water Stress for Climate Change Scenarios: A Regional Case Study of Iraq 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2021, 卷号: 11, 期号: 12
作者:  Salman, Saleem A.;  Shahid, Shamsuddin;  Sharafati, Ahmad;  Salem, Golam Saleh Ahmed;  Bakar, Amyrhul Abu;  Farooque, Aitazaz Ahsan;  Chung, Eun-Sung;  Ahmed, Yaseen Adnan;  Mikhail, Bryukhov;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：5/0  |  提交时间：2022/02/12
general circulation models  climate change  crops water availability  trend analysis  
Changes in Climatic Water Availability and Crop Water Demand for Iraq Region 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2020, 卷号: 12, 期号: 8
作者:  Salman, Saleem A.;  Shahid, Shamsuddin;  Afan, Haitham Abdulmohsin;  Shiru, Mohammed Sanusi;  Al-Ansari, Nadhir;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/01
climatic water demand  crop water demand  climate change  gridded climate data  crop coefficient  
Cross Assessment of Twenty-One Different Methods for Missing Precipitation Data Estimation 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2020, 卷号: 11, 期号: 4
作者:  Armanuos, Asaad M.;  Al-Ansari, Nadhir;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：8/0  |  提交时间：2020/08/14
Nile Basin  missing data  estimation  precipitation  Ethiopia  classical methods  
Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2020, 卷号: 65, 期号: 7, 页码: 1145-1157
作者:  Salih, Sinan Q.;  Sharafati, Ahmad;  Ebtehaj, Isa;  Sanikhani, Hadi;  Siddique, Ridwan;  Deo, Ravinesh C.;  Bonakdari, Hossein;  Shahid, Shamsuddin;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：6/0  |  提交时间：2020/05/22
genetic algorithm  stationarization  stochastic model  periodic term  rainfall forecasting