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Spatial evaluation of climate change-induced drought characteristics in different climates based on De Martonne Aridity Index in Iran 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2023, 卷号: 13, 期号: 6
作者:  Jafarpour, Mohammad;  Adib, Arash;  Lotfirad, Morteza;  Kisi, Ozgur
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
Climate change  Iran  TOPSIS  De Martonne aridity index  Drought  
Modelling groundwater level fluctuations by ELM merged advanced metaheuristic algorithms using hydroclimatic data 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2023, 卷号: 38, 期号: 1
作者:  Adnan, Rana Muhammad;  Dai, Hong-Liang;  Mostafa, Reham R.;  Islam, Abu Reza Md. Towfiqul;  Kisi, Ozgur;  Heddam, Salim;  Zounemat-Kermani, Mohammad
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Groundwater prediction  extreme learning machine  particle swarm optimization  grey wolf optimization  whale optimization algorithm  Harris Hawks optimizer  jellyfish search optimizer  
Estimation of Reference Evapotranspiration in Semi-Arid Region with Limited Climatic Inputs Using Metaheuristic Regression Methods 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 19
作者:  Sammen, Saad Sh.;  Kisi, Ozgur;  Al-Janabi, Ahmed Mohammed Sami;  Elbeltagi, Ahmed;  Zounemat-Kermani, Mohammad
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
climatic inputs  evapotranspiration  Hemren catchment  machine learning  prediction  semi-arid region  
Estimation of Tasuj aquifer response to main meteorological parameter variations under Shared Socioeconomic Pathways scenarios 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2022, 卷号: 149, 期号: 1-2, 页码: 25-37
作者:  Ghazi, Babak;  Jeihouni, Esmaeil;  Kisi, Ozgur;  Quoc Bao Pham;  Durin, Bojan
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/20
Drought forecasting using the Prophet model in a semi-arid climate region of western India 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL. 出版年: 2022, 卷号: 67, 期号: 9, 页码: 1397-1417
作者:  Basak, Amiya;  Rahman, A. T. M. Sakiur;  Das, Jayanta;  Hosono, Takahiro;  Kisi, Ozgur
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
drought forecasting  mRMR  standardized precipitation index  Prophet  SVR  
Long-term multi-step ahead forecasting of root zone soil moisture in different climates: Novel ensemble-based complementary data-intelligent paradigms 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 269
作者:  Jamei, Mehdi;  Karbasi, Masoud;  Malik, Anurag;  Jamei, Mozhdeh;  Kisi, Ozgur;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Root zone soil moisture  Microwave  Categorical boosting  Extreme gradient boosting  Empirical wavelet  Forecasting  
Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2021, 卷号: 26, 期号: 4
作者:  Aghelpour, Pouya;  Kisi, Ozgur;  Varshavian, Vahid
收藏  |  浏览/下载：50/0  |  提交时间：2021/07/30
Multivariate standardized precipitation index (MSPI)  Multivariate drought  Generalized regression neural network (GRNN)  Adaptive neuro-fuzzy inference system with fuzzy C-means clustering (ANFIS-FCM)  Group method of data handling (GMDH)  
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：41/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region  
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：32/0  |  提交时间：2021/11/29
Agricultural sustainability  Air temperature  Artificial neural networks  Co-active neuro-fuzzy inference systems  Soil temperature  Machine learning  
Simulation of the impact of climate change on runoff and drought in an arid and semiarid basin (the Hablehroud, Iran) 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2021, 卷号: 11, 期号: 10
作者:  Lotfirad, Morteza;  Adib, Arash;  Salehpoor, Jaber;  Ashrafzadeh, Afshin;  Kisi, Ozgur
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Climate change  Stochastic downscaling  Rainfall-runoff  Time series analysis  Streamflow drought index