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1

Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area

Singh, Vijay Kumar, Singh, Bhaskar Pratap, Kisi, Ozgur, Kushwaha, Denial Prakash

Journal:

Computers and Electronics in Agriculture

Année:

2018

Langue:

english

Fichier:

PDF, 5.93 MB

english, 2018

2

Prediction of Hydropower Energy Using ANN for the Feasibility of Hydropower Plant Installation to an Existing Irrigation Dam

Murat Cobaner, Tefaruk Haktanir, Ozgur Kisi

Journal:

Water Resources Management

Année:

2008

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2008

3

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Impact of Pollution on the Quality of Water of Oued El Harrach (Algeria)

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 146 KB

english, 2019

4

[Springer Transactions in Civil and Environmental Engineering] Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation (Theory and Practice of Hazard Mitigation) ||

Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Yaseen, Zaher Mundher

Année:

2021

Fichier:

PDF, 21.86 MB

2021

5

Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models

Shiri, Jalal, Keshavarzi, Ali, Kisi, Ozgur, Iturraran-Viveros, Ursula, Bagherzadeh, Ali, Mousavi, Rouhollah, Karimi, Sepideh

Journal:

Computers and Electronics in Agriculture

Année:

2017

Langue:

english

Fichier:

PDF, 2.43 MB

english, 2017

6

Using soil easily measured parameters for estimating soil water capacity: Soft computing approaches

Shiri, Jalal, Keshavarzi, Ali, Kisi, Ozgur, Karimi, Sepideh

Journal:

Computers and Electronics in Agriculture

Année:

2017

Langue:

english

Fichier:

PDF, 2.13 MB

english, 2017

7

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Groundwater Pollution Index Evaluation Test Using Electrical Conductivity in a Semi-arid Quaternary Aquifer (Kousseri-Cameroon, Lake Chad Basin): Multivariate Statistical Analysis Approach

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 308 KB

english, 2019

8

[Springer Transactions in Civil and Environmental Engineering] Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation (Theory and Practice of Hazard Mitigation) || Conjunction Model Design for Intermittent Streamflow Forecasts: Extreme Learning Machine with Discrete Wavelet Transform

Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Yaseen, Zaher Mundher

Année:

2021

Fichier:

PDF, 451 KB

2021

9

Modelling reference evapotranspiration using a new wavelet conjunction heuristic method: Wavelet extreme learning machine vs wavelet neural networks

Kisi, Ozgur, Alizamir, Meysam

Journal:

Agricultural and Forest Meteorology

Année:

2018

Langue:

english

Fichier:

PDF, 1.29 MB

english, 2018

10

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || A Coupled Hydrogeophysical Approach to Enhance Groundwater Resources Management in Developing Countries

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 151 KB

english, 2019

11

Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain)

Jalal Shiri, Özgur Kişi, Gorka Landeras, José Javier López, Amir Hossein Nazemi, Louis C.P.M. Stuyt

Journal:

Journal of Hydrology

Année:

2012

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2012

12

Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review

Nourani, Vahid, Hosseini Baghanam, Aida, Adamowski, Jan, Kisi, Ozgur

Journal:

Journal of Hydrology

Année:

2014

Langue:

english

Fichier:

PDF, 1.03 MB

english, 2014

13

Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GIS and geostatistics

Mir, Atefeh, Piri, Jamshid, Kisi, Ozgur

Journal:

Computers and Electronics in Agriculture

Année:

2017

Langue:

english

Fichier:

PDF, 4.09 MB

english, 2017

14

A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping

Naghibi, Seyed Amir, Moghaddam, Davood Davoodi, Kalantar, Bahareh, Pradhan, Biswajeet, Kisi, Ozgur

Journal:

Journal of Hydrology

Année:

2017

Langue:

english

Fichier:

PDF, 3.44 MB

english, 2017

15

Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors

Sanikhani, Hadi, Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Mert, Cihan, Mirabbasi, Rasoul, Gavili, Siavash, Yaseen, Zaher Mundher

Journal:

Computers and Electronics in Agriculture

Année:

2018

Langue:

english

Fichier:

PDF, 4.87 MB

english, 2018

16

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || A Transient Drainage Equation by Incorporating the Variable Drainable Porosity Function and the Unsaturated Zone Flow Contribution

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 200 KB

english, 2019

17

Application of novel data mining algorithms in prediction of discharge and end depth in trapezoidal sections

Khosravinia, Payam, Nikpour, Mohammad Reza, Kisi, Ozgur, Yaseen, Zaher Mundher

Journal:

Computers and Electronics in Agriculture

Année:

2020

Fichier:

PDF, 1.98 MB

2020

18

Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks

Journal:

Hydrological Processes

Année:

2009

Langue:

english

Fichier:

PDF, 527 KB

english, 2009

19

Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations

Jalal Shiri, Özgur Kişi

Journal:

Computers & Geosciences

Année:

2011

Langue:

english

Fichier:

PDF, 780 KB

english, 2011

20

Forecasting daily lake levels using artificial intelligence approaches

Ozgur Kisi, Jalal Shiri, Bagher Nikoofar

Journal:

Computers & Geosciences

Année:

2012

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2012

21

River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques

Ozgur Kisi, Jalal Shiri

Journal:

Computers & Geosciences

Année:

2012

Langue:

english

Fichier:

PDF, 1.21 MB

english, 2012

22

A wavelet-support vector machine conjunction model for monthly streamflow forecasting

Ozgur Kisi, Mesut Cimen

Journal:

Journal of Hydrology

Année:

2011

Langue:

english

Fichier:

PDF, 588 KB

english, 2011

23

Two hybrid Artificial Intelligence approaches for modeling rainfall–runoff process

Vahid Nourani, Özgür Kisi, Mehdi Komasi

Journal:

Journal of Hydrology

Année:

2011

Langue:

english

Fichier:

PDF, 2.54 MB

english, 2011

24

Streamflow Forecasting Using Different Artificial Neural Network Algorithms

Journal:

Journal of Hydrologic Engineering

Année:

2007

Langue:

english

Fichier:

PDF, 718 KB

english, 2007

25

Prediction of Short-Term Operational Water Levels Using an Adaptive Neuro-Fuzzy Inference System

Shiri, Jalal, Makarynskyy, Oleg, Kisi, Ozgur, Dierickx, Willy, Fard, Ahmad Fakheri

Journal:

Journal of Waterway Port Coastal and Ocean Engineering

Année:

2011

Langue:

english

Fichier:

PDF, 4.26 MB

english, 2011

26

River Suspended Sediment Load Prediction: Application of ANN and Wavelet Conjunction Model

Rajaee, Taher, Nourani, Vahid, Zounemat-Kermani, Mohammad, Kisi, Ozgur

Journal:

Journal of Hydrologic Engineering

Année:

2011

Langue:

english

Fichier:

PDF, 1.48 MB

english, 2011

27

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

Seo, Youngmin, Kim, Sungwon, Kisi, Ozgur, Singh, Vijay P.

Journal:

Journal of Hydrology

Année:

2015

Langue:

english

Fichier:

PDF, 25.18 MB

english, 2015

28

Extreme Learning Machines: A new approach for prediction of reference evapotranspiration

Abdullah, Shafika Sultan, Malek, M.A., Abdullah, Namiq Sultan, Kisi, Ozgur, Yap, Keem Siah

Journal:

Journal of Hydrology

Année:

2015

Langue:

english

Fichier:

PDF, 2.71 MB

english, 2015

29

River Flow Modeling Using Artificial Neural Networks

Journal:

Journal of Hydrologic Engineering

Année:

2004

Langue:

english

Fichier:

PDF, 72 KB

english, 2004

30

Anfis to estimate discharge capacity of rectangular side weir

Bilhan, Omer, Kisi, Ozgur, Emiroglu, M. Emin

Journal:

Proceedings of the ICE - Water Management

Année:

2013

Langue:

english

Fichier:

PDF, 270 KB

english, 2013

31

Forecasting daily stream flows using artificial intelligence approaches

Shiri, Jalal, Kişi, Özgur, Makarynskyy, Oleg, Shiri, Abbas-Ali, Nikoofar, Bagher

Journal:

ISH Journal of Hydraulic Engineering

Année:

2012

Langue:

english

Fichier:

PDF, 848 KB

english, 2012

32

A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm

Kisi, Ozgur, Shiri, Jalal, Karimi, Sepideh, Shamshirband, Shahaboddin, Motamedi, Shervin, Petković, Dalibor, Hashim, Roslan

Journal:

Applied Mathematics and Computation

Année:

2015

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2015

33

Application of Least Square Support Vector Machine and Multivariate Adaptive Regression Spline Models in Long Term Prediction of RiverWater Pollution

Kisi, Ozgur, Parmar, Kulwinder Singh

Journal:

Journal of Hydrology

Année:

2015

Langue:

english

Fichier:

PDF, 934 KB

english, 2015

34

Modeling and comparison of hourly photosynthetically active radiation in different ecosystems

Wang, Lunche, Kisi, Ozgur, Zounemat-Kermani, Mohammad, Hu, Bo, Gong, Wei

Journal:

Renewable and Sustainable Energy Reviews

Année:

2016

Langue:

english

Fichier:

PDF, 2.94 MB

english, 2016

35

Solar radiation prediction using different techniques: model evaluation and comparison

Wang, Lunche, Kisi, Ozgur, Zounemat-Kermani, Mohammad, Salazar, Germán Ariel, Zhu, Zhongmin, Gong, Wei

Journal:

Renewable and Sustainable Energy Reviews

Année:

2016

Langue:

english

Fichier:

PDF, 11.78 MB

english, 2016

36

Assessment of rainfall aggregation and disaggregation using data-driven models and wavelet decomposition

Kim, Sungwon, Kisi, Ozgur, Seo, Youngmin, Singh, Vijay P., Lee, Chang-Joon

Journal:

Hydrology Research

Année:

2017

Langue:

english

Fichier:

PDF, 981 KB

english, 2017

37

Modifying Hargreaves–Samani equation with meteorological variables for estimation of reference evapotranspiration in Turkey

Cobaner, Murat, Citakoğlu, Hatice, Haktanir, Tefaruk, Kisi, Ozgur

Journal:

Hydrology Research

Année:

2017

Langue:

english

Fichier:

PDF, 699 KB

english, 2017

38

Pan evaporation modeling using four different heuristic approaches

Wang, Lunche, Niu, Zigeng, Kisi, Ozgur, Li, Chang'an, Yu, Deqing

Journal:

Computers and Electronics in Agriculture

Année:

2017

Langue:

english

Fichier:

PDF, 1.92 MB

english, 2017

39

Wavelet neural networks and gene expression programming models to predict short-term soil temperature at different depths

Samadianfard, Saeed, Asadi, Esmaeil, Jarhan, Salar, Kazemi, Honeyeh, Kheshtgar, Salar, Kisi, Ozgur, Sajjadi, Shahin, Manaf, Azizah Abdul

Journal:

Soil and Tillage Research

Année:

2018

Langue:

english

Fichier:

PDF, 1.83 MB

english, 2018

40

Modelling Daily Dissolved Oxygen Concentration Using Least Square Support Vector Machine, Multivariate Adaptive Regression Splines and M5 model Tree

Heddam, Salim, Kisi, Ozgur

Journal:

Journal of Hydrology

Année:

2018

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2018

41

Wavelet and neuro-fuzzy conjunction model for predicting water table depth fluctuations

Kisi, Ozgur, Shiri, Jalal

Journal:

Hydrology Research

Année:

2012

Langue:

english

Fichier:

PDF, 603 KB

english, 2012

42

Stream Flow Forecasting of Poorly Gauged Mountainous Watershed by Least Square Support Vector Machine, Fuzzy Genetic Algorithm and M5 Model Tree Using Climatic Data from Nearby Station

Adnan, Rana Muhammad, Yuan, Xiaohui, Kisi, Ozgur, Adnan, Muhammad, Mehmood, Asif

Journal:

Water Resources Management

Année:

2018

Langue:

english

Fichier:

PDF, 1.79 MB

english, 2018

43

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Recharge Estimation of Hardrock-Alluvium Al-Fara Aquifer, Oman Using Multiple Methods

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Fichier:

PDF, 250 KB

2019

44

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Application of Water Quality Index for Surface Water Quality Assessment Boukourdane Dam, Algeria

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 133 KB

english, 2019

45

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Geomorphological Control on Groundwater Occurrence Within the Basement Terrain of Keffi Area, North-Central Nigeria

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 224 KB

english, 2019

46

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Seawater Intrusion Characterization in a Coastal Aquifer Using Geophysical and Geochemical Approach (Northeastern Tunisia)

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 722 KB

english, 2019

47

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Urbanization Growth Effect on Hydrological Parameters in Mega Cities

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 480 KB

english, 2019

48

[Advances in Science, Technology & Innovation] Advances in Sustainable and Environmental Hydrology, Hydrogeology, Hydrochemistry and Water Resources (Proceedings of the 1st Springer Conference of the Arabian Journal of Geosciences (CAJG-1), Tunisia 2018) || Probabilistic Precipitation Forecast in (Indonesia) Using NMME Models: Case Study on Dry Climate Region

Chaminé, Helder I., Barbieri, Maurizio, Kisi, Ozgur, Chen, Mingjie, Merkel, Broder J.

Année:

2019

Langue:

english

Fichier:

PDF, 311 KB

english, 2019

49

Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel

Omer Bilhan, M. Emin Emiroglu, Ozgur Kisi

Journal:

Advances in Engineering Software (Thomson Reuters)

Année:

2010

Langue:

english

Fichier:

PDF, 450 KB

english, 2010

50

Prediction of lateral outflow over triangular labyrinth side weirs under subcritical conditions using soft computing approaches

Ozgur Kisi, M. Emin Emiroglu, Omer Bilhan, Aytac Guven

Journal:

Expert Systems with Applications

Année:

2012

Langue:

english

Fichier:

PDF, 476 KB

english, 2012