Assoc. Prof. Erdem K&#252;&#231;&#252;ktop&#231;u

ANIMALS , vol.14, no.20, 2024 (SCI-Expanded, Scopus) Sustainable Development

6. Comparative analysis of single and hybrid machine learning models for daily solar radiation

ENERGY REPORTS , vol.11, pp.3256-3266, 2024 (SCI-Expanded, Scopus)

7. Modeling Environmental Conditions in Poultry Production: Computational Fluid Dynamics Approach

ANIMALS , vol.14, no.3, 2024 (SCI-Expanded, Scopus)

8. Application of Mamdani Fuzzy Inference System in Poultry Weight Estimation

Küçüktopcu E., Uzal Seyfi S., Mustaqimah M., Cemek B.

ANIMALS , vol.13, no.15, 2023 (SCI-Expanded, Scopus) Sustainable Development

9. Hybrid Statistical and Machine Learning Methods for Daily Evapotranspiration Modeling

Küçüktopcu E., Cemek E., Cemek B., Simsek H.

SUSTAINABILITY , vol.15, no.7, 2023 (SCI-Expanded, SSCI, Scopus)

10. Comparison of machine learning techniques and spatial distribution of daily reference evapotranspiration in Turkiye

Yildirim D., Küçüktopcu E., Cemek B., Simsek H.

APPLIED WATER SCIENCE , vol.13, no.4, 2023 (SCI-Expanded, Scopus)

11. Comparative Analysis of Data-Driven Techniques to Predict Heating and Cooling Energy Requirements of Poultry Buildings

Küçüktopcu E.

BUILDINGS , vol.13, no.1, 2023 (SCI-Expanded, SSCI, Scopus)

12. Computational Fluid Dynamics Modeling of Environmental Conditions in A Naturally Ventilated Free-Stall Dairy Barn

Gaziosmanpaşa Üniversitesi Ziraat Fakültesi Dergisi , vol.39, no.3, pp.176-184, 2022 (TRDizin)

13. Comparative analysis of machine learning techniques for estimating groundwater deuterium and oxygen-18 isotopes

Cemek B., Arslan H., Küçüktopcu E., Simsek H.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT , vol.36, no.12, pp.4271-4285, 2022 (SCI-Expanded, Scopus) Sustainable Development

14. A comparison of deterministic and stochastic models for predicting air and litter properties in a broiler building

INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY , vol.19, no.12, pp.12369-12384, 2022 (SCI-Expanded, Scopus)

15. Application of Spatial Analysis to Determine the Effect of Insulation Thickness on Energy Efficiency and Cost Savings for Cold Storage

Jıbrıl Mohamed M., Cemek B., Küçüktopcu E.

PROCESSES , vol.10, no.11, 2022 (SCI-Expanded, Scopus)

16. **Hyperspectral Image Data and Waveband Indexing Methods to Estimate Nutrient Concentration on Lettuce (Lactuca sativa L.) Cultivars**

Eshkabilov S., Stenger J., Knutson E. N., Küçüktopcu E., Simsek H., Lee C. W.

SENSORS , vol.22, no.21, 2022 (SCI-Expanded, Scopus) Sustainable Development

17. Temporal And Spatial Analysis of Risky Sites for Livestock Production in Somalia

DAHA INTERNATIONAL UNIVERSITY ACADEMIC JOURNAL , vol.1, no.2, pp.80-106, 2022 (Peer-Reviewed Journal)

18. Drought Analysis in Somalia Using GIS - Based on Reconnaissance Drought Index (RDI) and Standardized Precipitation Index (SPI)

Jıbrıl Mohamed M., Cemek B., Küçüktopcu E., Abdullahı Omar A., Mohamud Hassan S.

AFRICAN JOURNAL OF CLIMATE CHANGE AND RESOURCE SUSTAINABILITY , vol.1, no.1, pp.62-75, 2022 (Peer-Reviewed Journal)

19. Computational Fluid Dynamics Modeling of a Broiler House Microclimate in Summer and Winter

Küçüktopcu E., Cemek B., Simsek H., Ni J.

ANIMALS , vol.12, no.7, 2022 (SCI-Expanded, Scopus)

20. **Deep Learning Models to Determine Nutrient Concentration in Hydroponically Grown Lettuce Cultivars (Lactuca sativa L.)**

Ahsan M., Eshkabilov S., Cemek B., Küçüktopcu E., Lee C. W., Simsek H.

SUSTAINABILITY , vol.14, no.1, 2022 (SCI-Expanded, SSCI, Scopus)

21. The Economic and Environmental Impact of Greenhouse Heating Pipe Insulation

SUSTAINABILITY , vol.14, no.1, 2022 (SCI-Expanded, SSCI, Scopus)

22. Comparison of neuro-fuzzy and neural networks techniques for estimating ammonia concentration in poultry farms

JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING , vol.9, no.4, 2021 (SCI-Expanded, Scopus)

23. Determination of Hidden Condensation on The Exterior Walls of The Poultry Farm Using Finite Element Method

Gaziosmanpaşa Üniversitesi Ziraat Fakültesi Dergisi , vol.38, no.3, pp.132-136, 2021 (TRDizin)

24. Comparative Analysis of Artificial Intelligence and Nonlinear Models for Broiler Growth Curve

Uluslararası Tarım ve Yaban Hayatı Bilimleri Dergisi , vol.7, no.3, pp.515-523, 2021 (TRDizin)

25. The use of artificial neural networks to estimate optimum insulation thickness, energy savings, and carbon dioxide emissions

ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY , vol.40, no.1, 2021 (SCI-Expanded, Scopus) Sustainable Development

26. Monitoring poultry barns thermal problems using thermal cameras

Anadolu Tarım Bilimleri Dergisi , vol.35, no.3, pp.404-409, 2020 (TRDizin)

27. **Leaf area modeling of bell pepper (Capsicum annuum L.) grown under different stress conditions by soft computing approaches**

Cemek B., Ünlükara A., Kurunç A., Küçüktopcu E.

COMPUTERS AND ELECTRONICS IN AGRICULTURE , vol.174, 2020 (SCI-Expanded, Scopus) Sustainable Development

28. The determination of optimum thermal insulation thickness for external walls of laying hens building

Anadolu Tarım Bilimleri Dergisi , vol.34, no.3, pp.327-335, 2019 (TRDizin)

29. Evaluating the influence of turbulence models used in computational fluid dynamics for the prediction of airflows inside poultry houses

Cemek B., Küçüktopcu E., Güler K.

BIOSYSTEMS ENGINEERING , vol.183, pp.1-12, 2019 (SCI-Expanded, Scopus)

30. Investigating the Suitability of Drainage Channels Water for Irrigation in Bafra Plain

Turkish Journal of Water Science and Management , vol.3, no.2, pp.28-43, 2019 (TRDizin)

31. Estimation of Daily Evaporation Using Fuzzy Artificial Neural Network (ANFIS) and Multilayer Artificial Neural Network System (YSA)

Yıldırım D., Cemek B., Küçüktopcu E.

Toprak Su Dergisi , vol.0, no.(, pp.24-31, 2019 (TRDizin)

32. The determination of optimum thermal insulation thickness for external walls of laying hen houses

Anadolu Tarım Bilimleri Dergisi , vol.34, no.3, pp.327-335, 2019 (TRDizin)

33. Modelling Indoor Environmental Conditions in a Commercial Broiler House

JOURNAL OF AGRICULTURAL SCIENCES-TARIM BILIMLERI DERGISI , vol.25, no.4, pp.440-448, 2019 (SCI-Expanded, Scopus, TRDizin)

34. Modelling of the leaf area for various pear cultivars using neuro computing approaches

Öztürk A., Cemek B., Demirsoy H., Küçüktopcu E.

SPANISH JOURNAL OF AGRICULTURAL RESEARCH , vol.17, no.4, 2019 (SCI-Expanded)

35. A study on environmental impact of insulation thickness of poultry building walls

Jıbrıl Mohamed M., Cemek B., Küçüktopcu E.

ENERGY , vol.150, pp.583-590, 2018 (SCI-Expanded, Scopus) Sustainable Development

36. Estimation of daily reference evapotranspiration by neuro computing techniques using limited data in a semi-arid environment

Banda P., Cemek B., Küçüktopcu E.

ARCHIVES OF AGRONOMY AND SOIL SCIENCE , vol.64, no.7, pp.916-929, 2018 (SCI-Expanded, Scopus) Sustainable Development

37. Evaluation of temperature distribution in different greenhouse models using computational fluid dynamics (CFD)

Cemek B., Atiş A., Küçüktopcu E.

Anadolu Tarım Bilimleri Dergisi , vol.32, no.1, pp.54, 2017 (TRDizin)

38. Determination of poultry house indoor heating and cooling days using degree-day method

Küçüktopcu E., Cemek B., Banda P.

Agronomy Research , vol.15, no.3, pp.760-766, 2017 (Scopus)

39. Determination of spatial distribution of ammonia levels in broiler houses

Cemek B., Küçüktopcu E., Demir Y.

Agronomy Research , vol.14, no.2, pp.359-366, 2016 (Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 25

1. Evaluation of Irrigation Water Quality in theWestern Mediterranean Basin Using Fuzzy Logic Methodology

Cemek B., Cemek E., Küçüktopcu E., Simsek H.

International Conference on Intelligent and Fuzzy Systems (INFUS), Çanakkale, Turkey, 16 - 18 July 2024, pp.218-233, (Full Text)

2. Neurocomputing Approaches for Goat Body Weight Estimation

Küçüktopcu E., Aydın K. B., Cemek B., Ulutaş Z.

IV INTERNATIONAL SYMPOSIUM FOR AGRICULTURE AND FOOD, Ohrid, Macedonia, 12 November 2022, vol.1, pp.294, (Summary Text)

3. Growing degree days for various crops in Somalia

10th International Hybrid Symposium on Atmospheric Sciences, İstanbul, Turkey, 18 - 21 October 2022, (Summary Text)

4. Estimation of solar radiation data using soft computing methods and wavelet transform

Cemek B., Cemek E., Küçüktopcu E.

10th International Hybrid Symposium on Atmospheric Sciences, İstanbul, Turkey, 18 - 21 October 2022, pp.32, (Summary Text)

5. Computational fluid dynamics analysis for greenhouse with different ventilation openings and orientations in Samsun, Turkey

Cemek B., Mustaqımah M., Küçüktopcu E., Gürdil G. A. K.

TAE 2022 - 8TH INTERNATIONAL CONFERENCE ON TRENDS IN AGRICULTURAL ENGINEERING, Praha, Czech Republic, 20 - 23 September 2022, pp.68-77, (Full Text)

6. Aylık Ortalama Yüzey Toprak Sıcaklığı Tahmini İçin Yapay Zeka Yöntemlerinin Performansının Meteorolojik Veriler Kullanılmadan Değerlendirilmesi

Akın F., Cemek B., Küçüktopcu E.

International Congress and Workshop on Agricultural Structures and Irrigation, Diyarbakır, Turkey, 12 - 15 March 2022, pp.338, (Summary Text)

7. Spatial Estimation of Solar Radiation using Ordinary Kriging

Cemek B., Küçüktopcu E., Akyüz A., Mustaqımah M.

9th International Symposium on Atmospheric Sciences (ATMOS 2019), İstanbul, Turkey, 23 - 26 October 2019, pp.271-278, (Full Text)

8. Spatial Analysis of Temperature Humidity Index Used to Evaluate Risky Sites for CattleProduction in Sudan

Abdallah M. A., Cemek B., Küçüktopcu E.

9th International Symposium on Atmospheric Sciences (ATMOS 2019), İstanbul, Turkey, 23 - 26 October 2019, pp.238-243, (Full Text)

9. Evaluation of Some Spatial Climate Layers in Somalia Via GIS and Statistical AnalysisTechniques

Mohamed M. J., Cemek B., Küçüktopcu E.

9th International Symposium on Atmospheric Sciences (ATMOS 2019), İstanbul, Turkey, 23 - 26 October 2019, pp.627-635, (Full Text)

10. Estimation of potential sheep heat stress in Samsun Turkey

The 2nd International UNIDOKAP Black Sea Symposium on BIODIVERSITY, Samsun, Turkey, 28 - 30 November 2018, pp.156-159, (Full Text)

11. Estimation of potential sheep heat stress in Samsun Turkey

CEMEK B., KÜÇÜKTOPCU E.

The 2nd International UNIDOKAP Black Sea Symposium on BIODIVERSITY28-30 November 2018 -SAMSUN TURKEY, 28 - 30 November 2018, (Full Text)

12. Spatial estimation of risky sites for cattle production in Samsun Turkey using temperature humidity index

The 2nd International UNIDOKAP Black Sea Symposium on BIODIVERSITY, Samsun, Turkey, 28 - 30 November 2018, pp.151-155, (Full Text)

13. Farklı bitkilerde büyüme derece günün belirlenmesi: Türkiye-Merzifon ilçesiörneği

International Conference on Multidisciplinary, Science, Engineering andTechnology (IMESET’18 Dubai), Dubai, United Arab Emirates, 25 - 27 October 2018, pp.437-441, (Full Text)

14. Sera İçi İklim Koşullarının Belirlenmesinde Farklı Türbülans Modellerinin Karşılaştırılmalı Çözümü

CEMEK B., KÜÇÜKTOPCU E.

1st International, 14th National Congress on Agricultural Structures and Irrigation, Antalya, Turkey, 26 - 28 September 2018, pp.481-489, (Full Text)

15. Modelling of Temperature Distribution in Exterior Wall Using Finite Element Method

Ünlükara A., Cemek B., Ahmed Osman A., Küçüktopçu E.

1st International, 14th National Congress on Agricultural Structures and Irrigation, Antalya, Turkey, 26 - 28 September 2018, pp.107-111, (Full Text)

16. Samsun İli Angstrom Katsayıları ve Referans Evapotranspirasyonu

Uluslararası Su ve Çevre Kongresi, Bursa, Turkey, 22 - 24 March 2018, pp.2210, (Summary Text)

17. Estimation Of Soil Salinity By Artificial Neural Networks Of Grasspea (Lathyrus Sativus L.) Plant Grown In Greenhouse Conditions

Taşan S., Şimşek H., Ünlükara A., Küçüktopcu E., Cemek B.

Computational and Statistical Methods in Applied Sciences COSTAS 2017, Samsun, Turkey, 9 - 11 November 2017, pp.273-274, (Summary Text)

18. Comparison Of Different Normalization Techniques For Ammonia Emission Estimation