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hydrology, fuzzy logic, machine learning, water, artificial intelligence, statistic, time series for
Türkiye

Activities

Employment (1)

Istanbul Teknik Üniversitesi: Istanbul, TR

2018-04-19 to present | research assistant (Civil Engineering)
Employment
Source: Self-asserted source
Eyyup Ensar Başakın

Education and qualifications (1)

Istanbul Teknik Üniversitesi: Istanbul, TR

2016-07-18 to present
Education
Source: Self-asserted source
Eyyup Ensar Başakın

Works (40)

Harnessing Information From Shortwave Infrared Reflectance Bands to Enhance Satellite‐Based Estimates of Gross Primary Productivity

Journal of Geophysical Research: Biogeosciences
2024-11 | Journal article
Contributors: Sadegh Ranjbar; Danielle Losos; Benjamin Dechant; Sophie Hoffman; Eyyup Ensar Başakın; Paul C. Stoy
Source: check_circle
Crossref

Spatiotemporal Variability of Gross Primary Productivity in Türkiye: A Multi-Source and Multi-Method Assessment

Remote Sensing
2024-05-31 | Journal article
Contributors: Eyyup Ensar Başakın; Paul C. Stoy; Mehmet Cüneyd Demirel; Quoc Bao Pham
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Harnessing Information from Shortwave Infrared Reflectance Bands to Enhance Satellite-Based Estimates of Gross Primary Productivity

2024-05-13 | Preprint
Contributors: Sadegh Ranjbar; Danielle Losos; Benjamin dechant; Sophie Hoffman; Eyyup Ensar Başakın; Paul Christopher Stoy
Source: check_circle
Crossref

Estimation of daily reference evapotranspiration by hybrid singular spectrum analysis-based stochastic gradient boosting

MethodsX
2023 | Journal article
Contributors: Eyyup Ensar Başakın; Ömer Ekmekcioğlu; Paul C. Stoy; Mehmet Özger
Source: check_circle
Crossref

Providing a comprehensive understanding of missing data imputation processes in evapotranspiration-related research: a systematic literature review

Hydrological Sciences Journal
2023-10-26 | Journal article
Contributors: Eyyup Ensar Başakın; Ömer Ekmekcioğlu; Mehmet Özger
Source: check_circle
Crossref

Estimation of Wheat Yield Based on Precipitation and Evapotranspiration Using Soft Computing Methods

2022 | Book chapter
Contributors: Abdüsselam Altunkaynak; Eyyup Ensar Başakın
Source: check_circle
Crossref

Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets

Urban Water Journal
2022-11-26 | Journal article
Contributors: Ömer Ekmekcioğlu; Eyyup Ensar Başakın; Mehmet Özger
Source: check_circle
Crossref

Drought prediction using hybrid soft-computing methods for semi-arid region

Modeling Earth Systems and Environment
2021-11-21 | Journal article
Contributors: Eyyup Ensar Başakın; Ömer Ekmekcioğlu; Mehmet Özger
Source: check_circle
Crossref

Türkiye’ de İşlem Gören Firmaların Sukuk Verileri ile Karşılaştırmalı Zaman Serisi Analizi

Atatürk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
2021-09-28 | Journal article
Contributors: Şule Yüksel YİĞİTER; Salim Sercan SARI; Eyyup Ensar BAŞAKIN
Source: check_circle
Crossref

BORSA İSTANBUL BANKA ENDEKSİ’NİN VERİ TABANLI MODELLER İLE ANALİZ EDİLMESİ

Verimlilik Dergisi
2021-07-30 | Journal article
Contributors: Salim Sercan SARI; Eyyup Ensar BAŞAKIN
Source: check_circle
Crossref

Atmosfere Açılan Bir Boruda Sızma Debisi Parametrelerinin Sayısal Model ile İncelenmesi

Düzce Üniversitesi Bilim ve Teknoloji Dergisi
2021-01-31 | Journal article
Contributors: Ömer EKMEKCİOĞLU; Eyyup Ensar BAŞAKIN; Mehmet ÖZGER
Source: check_circle
Crossref

Comment on ‘‘Comparison of the Ability of ARIMA, WNN and SVM Models for Drought Forecasting in the Sanjiang Plain, China’’ by Yuhu Zhang, Huirong Yang, Hengjian Cui, and Qiuhua Chen, in Natural Resources Research DOI: 10.1007/s11053-019-09512-6

Natural Resources Research
2020 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Determination of Drying Machine Potential by Different Estimation Methods

Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi
2020 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Discharge coefficient equation to calculate the leakage from pipe networks

Journal of the Institute of Science and Technology
2020 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Letter to the editor “comparing artificial intelligence techniques for chlorophyll-a prediction in US lakes”

Environmental Science and Pollution Research
2020 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Tree-based nonlinear ensemble technique to predict energy dissipation in stepped spillways

European Journal of Environmental and Civil Engineering
2020 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Monthly River Discharge Prediction by Wavelet Fuzzy Time Series Method

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
2020-12-30 | Journal article
Contributors: Eyyup Ensar Başakin; Mehmet Özger
Source: check_circle
Crossref

Dalgacık Bulanık Zaman Serisi Yöntemi ve Gri Tahmin Yöntemi ile Türkiye Buğday Verimi Tahmini

Türkiye Tarımsal Araştırmalar Dergisi
2020-10-31 | Journal article
Contributors: Eyyup Ensar BAŞAKIN; Ömer EKMEKCİOĞLU; Mehmet ÖZGER; Anıl ÇELİK
Source: check_circle
Crossref

Discharge coefficient equation to calculate the leakage from pipe networks

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi
2020-09-01 | Journal article
Contributors: Ömer EKMEKCİOĞLU; Eyyup Ensar BAŞAKIN; Mehmet ÖZGER
Source: check_circle
Crossref

Letter to the editor “comparing artificial intelligence techniques for chlorophyll-a prediction in US lakes”

Environmental Science and Pollution Research
2020-06-12 | Journal article
Contributors: Eyyup Ensar Başakın; Ömer Ekmekcioğlu; Babak Mohammadi
Source: check_circle
Crossref

Comment on “Comparison of the Ability of ARIMA, WNN and SVM Models for Drought Forecasting in the Sanjiang Plain, China” by Yuhu Zhang, Huirong Yang, Hengjian Cui, and Qiuhua Chen, in Natural Resources Research DOI: 10.1007/s11053-019-09512-6

Natural Resources Research
2020-04-18 | Journal article
Contributors: Eyyup Ensar Başakın; Ömer Ekmekcioğlu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Additional value of using satellite-based soil moisture and two sources of groundwater data for hydrological model calibration

Water (Switzerland)
2019 | Journal article
EID:

2-s2.0-85073186893

Contributors: Demirel, M.C.; Özen, A.; Orta, S.; Toker, E.; Demir, H.K.; Ekmekcioğlu, Ö.; Tayşi, H.; Eruçar, S.; Sağ, A.B.; Sari, Ö. et al.
Source: Self-asserted source
Eyyup Ensar Başakın via Scopus - Elsevier

Additional value of using satellite-based soil moisture and two sources of groundwater data for hydrological model calibration

Water
2019 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Calibration of Conceptual Hydrological Model Parameters using Heuristic Algorithms

3. Uluslararası Unidokap Karadeniz Sempozyum
2019 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

Drought analysis with machine learning methods

Pamukkale University Journal of Engineering Sciences
2019 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

ESTIMATE OF TOKAT PROVINCE DROUGHT WITH ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM

3rd International UNIDOKAP Black Sea Symposium “Sustainable Agriculture and Environment”
2019 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

Gri Tahmin Yöntemi İle İstanbul Su Tüketiminin Modellenmesi

JOURNAL of POLYTECHNIC
2019 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

GÜNLÜK AKIMLARIN GÖRGÜL KİP AYRIŞIMLI BULANIK MANTIK MODELİ İLE TAHMİNİ

Uluslararası Marmara Fen ve Sosyal Bilimler Kongresi (Bahar)
2019 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

PREDICTION OF AIR POLLUTION BY MACHINE LEARNING METHODS

3rd International UNIDOKAP Black Sea Symposium “Sustainable Agriculture and Environment”
2019 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

Gri Tahmin Yöntemi İle İstanbul Su Tüketiminin Modellenmesi

Politeknik Dergisi
2019-09-01 | Journal article
Contributors: Eyyup Ensar BAŞAKIN; Mehmet ÖZGER; Necati Erdem ÜNAL
Source: check_circle
Crossref

BULANIK MANTIK VE YAPAY SİNİR AĞLARI İLE BORSA ENDEKS TAHMİNİ: GELİŞMİŞ VE GELİŞMEKTE OLAN ÜLKELER ÖRNEĞİ

Hitit Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
2018 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Kira Sertifikası Fiyat Değerlerinin Makine Öğrenmesi Metodu ile Tahmini

Uluslararası İslam Ekonomisi ve Finansı Araştırmaları Dergisi
2018 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Makine Öğrenmesi Yöntemleri İle Kuraklık Analizi

International Symposium on Urban Water and Wastewater Management
2018 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

Modern Teknikler Kullanılarak Yağmur Suyu Girişlerinin Verimliliklerinin Modellenmesi

International Symposium on Urban Water and Wastewater Management
2018 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

MONTHLY RIVER DISCHARGE PREDICTION BY WAVELET FUZZY TIME SERIES METHOD

2018 | Dissertation/Thesis
Source: Self-asserted source
Eyyup Ensar Başakın

Mühendislik ve Sosyal Bilimlerde Bulanık Mantık Yaklaşımı

31.Ulusal Matematik Sempozyumu 12-15 Eylül 2018, Erzincan Binali Yıldırım Üniversitesi, ERZİNCAN
2018 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

PREDICTION OF THE ELECTRICITY CONSUMPTION OF TURKEY BY USING MACHINE LEARNING METHODS

Internat ional Congress of Energy, Economy and Security
2018 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

Zaman Serileri Kullanılarak Nehir Akım Tahmini ve Farklı Yöntemlerle Karşılaştırılması

Erzincan Üniversitesi Fen Bilimleri Enstitüsü Dergisi
2018 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

Hisse Senedi Kapanış Fiyatlarının Yapay Sinir Ağları ve Bulanık Mantık Çıkarım Sistemleri İle Tahmin Edilmesi

Kahramanmaraş Sütçü İmam Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
2017 | Journal article
Source: Self-asserted source
Eyyup Ensar Başakın

K-EN YAKIN KOMŞULUK ALGORİTMASI KULLANILARAK KİRA SERTİFİKASI (SUKUK) DEĞERLERİNİN TAHMİNİ

ICPESS (International Congress on Politic, Economic and Social Studies)
2017 | Conference paper
Source: Self-asserted source
Eyyup Ensar Başakın

Peer review (217 reviews for 58 publications/grants)

Review activity for Agricultural and forest meteorology. (2)
Review activity for Agricultural and forest meteorology. (2)
Review activity for Anthropocene coasts. (2)
Review activity for Applied soft computing. (2)
Review activity for Applied soft computing. (2)
Review activity for Arabian journal for science and engineering. (1)
Review activity for Arabian journal for science and engineering. (3)
Review activity for Arabian journal of geosciences. (7)
Review activity for Arabian journal of geosciences. (12)
Review activity for Atmospheric research. (1)
Review activity for Atmospheric research. (1)
Review activity for BMC medical informatics and decision making (3)
Review activity for Computers & geosciences. (2)
Review activity for Computers & geosciences. (4)
Review activity for Computers and electronics in agriculture. (1)
Review activity for Cybernetics and systems. (1)
Review activity for Earth science informatics. (3)
Review activity for Earth Sciences Research Journal. (1)
Review activity for Environmental earth sciences. (1)
Review activity for Environmental monitoring and assessment. (1)
Review activity for Environmental science and pollution research international (7)
Review activity for Environmental science and pollution research international (16)
Review activity for Environmental sciences Europe. (1)
Review activity for Geocarto international. (1)
Review activity for Hydrological sciences journal = (7)
Review activity for International journal of uncertainty, fuzziness and knowledge-based systems. (6)
Review activity for Italian journal of agrometeorology. (1)
Review activity for Journal of big data. (1)
Review activity for Journal of hydro-environment research. (1)
Review activity for Journal of hydro-environment research. (2)
Review activity for Journal of hydroinformatics. (2)
Review activity for Journal of hydrology. (1)
Review activity for Journal of hydrology. (3)
Review activity for Journal of model based research. (2)
Review activity for Journal of the American Water Resources Association. (2)
Review activity for Natural hazards. (1)
Review activity for Natural hazards. (2)
Review activity for Natural resources research. (1)
Review activity for Natural resources research. (1)
Review activity for Neural computing & applications. (2)
Review activity for Neural computing & applications. (4)
Review activity for Open Agriculture. (2)
Review activity for PeerJ. (1)
Review activity for Results in engineering. (2)
Review activity for Science of the total environment. (1)
Review activity for Science of the total environment. (1)
Review activity for Scientific reports. (2)
Review activity for Soft computing. (17)
Review activity for Soft computing. (30)
Review activity for Stochastic environmental research and risk assessment. (8)
Review activity for Stochastic environmental research and risk assessment. (16)
Review activity for Theoretical and applied climatology. (3)
Review activity for Theoretical and applied climatology. (11)
Review activity for Urban water journal. (1)
Review activity for Water resources management. (2)
Review activity for Water resources management. (2)
Review activity for Water science & technology. (1)
Review activity for Water science & technology. (1)