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The Stand Gazette

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Onur Alkan

Onur Alkan

Onur Alkan, archive photograph

Research interests: Diameter distribution models, Weibull distribution, height–diameter models, stem taper, biomass, mixed-effects models, artificial neural networks.

Science and forestry

Stand diameters found to follow Weibull distribution

A new forest is raised every time the page opens, and its trees grow by the Chapman–Richards model.

Fig. 1.

ISPARTA. The forest on our front page is regenerated on every visit. Tree diameters are drawn from a three-parameter Weibull distribution, while heights follow a Chapman–Richards height–diameter model. The taper of each stem is a small nod to stem taper models.

Readers may hover over any tree to see its diameter at breast height and its total height. Because the parameters change with every edition, the same stand is unlikely to appear twice. Lecture notes on page 2, publications on page 3.

Lecture Notes

Page 2. Choose a course to see its files.

No lecture notes have been posted yet.

Publications

Page 3. 51 publications, newest first.

2026

Article

Axial variation of color and Shore D hardness in Cedrus libani wood

Özkan U., Koparan B., Alkan O., Öğüt N., Kalkanlı Ş., Kuş Ş.C.

Maderas. Ciencia y Tecnología, 28, 1–12

2025

Conference paper

Mixed effects modelling approach for DBH-H relationships of black pine stands in Beyşehir region

Koparan B., Özçelik R., Alkan O.

ICONST LST 2025 International Conferences on Science and Technology – Life Science and Technology, 28–30 May 2025, Budapest, pp. 113–122

Conference paper

Assessing basal area and density reductions and subsequent growth responses via thinning simulation in oriental beech stands in Türkiye

Alkan O.

7th Bilsel International Sumela Scientific Researches Congress, 12–13 September 2025, Trabzon, pp. 187–196

Conference paper

Doğu kayını (Fagus orientalis Lipsky.) meşcereleri için ağaç hacim denklemleri geliştirilmesi: Tokat-Almus yöresi

Cirit L., Koparan B., Özçelik R., Alkan O.

4th International Paris Scientific Researches and Innovation Congress, 13–14 December 2025, Paris, pp. 693–910

Conference paper

Evaluation of UAV-based photogrammetry for tree height estimation at different flight altitudes in Scots pine (Pinus sylvestris L.) plantations: A case study of Gölcük Nature Park

Akay H., Koparan B., Alkan O., Özçelik R.

4th International Paris Scientific Researches and Innovation Congress, 13–14 December 2025, Paris

Book chapter

Ekonomik, Sosyal ve Teknik Ormancılık Perspektifinde Güncel Konular ve Yeni Yaklaşımlar (kitap bölümü)

Carus S., Alkan O.

Ekonomik, Sosyal ve Teknik Ormancılık Perspektifinde Güncel Konular ve Yeni Yaklaşımlar, Duvar Yayınları, İzmir, s. 52–66

Article

Evaluating optimal percentile pairs for a Weibull-based diameter distribution in European black pine stands

Alkan O.

Dendrochronologia, 91, 126341

Article

Characterizing diameter distribution of Pinus nigra stands in Türkiye with a Weibull distribution

Alkan O., Cao Q.V., Özçelik R.

Canadian Journal of Forest Research, 55, 1-12

Article

Dip çaptan göğüs çapının tahmini: Bilecik yöresi karışık meşe meşcereleri

Koparan B., Ertaş L., Alkan O., Ozçelik R.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 26(4), 475-485

2024

Conference paper

Karaçam meşcerelerinde çap dağılımının Weibull dağılımı ile modellenmesi

Alkan O., Özçelik R., Koparan B.

1st Bilsel International Aspendos Scientific Researches Congress, 24–25 February 2024, Antalya, pp. 242–254

Conference paper

Karaçam meşcerelerinde yapay sinir ağları ile çap-boy modellerinin geliştirilmesi

Alkan O., Özçelik R., Koparan B.

1st Bilsel International Aspendos Scientific Researches Congress, 24–25 February 2024, Antalya, pp. 231–241

Conference paper

Estimation of diameter at breast height and tree height based on stump diameter using artificial neural networks in mixed oak stands of the Bilecik region

Özçelik R., Alkan O., Koparan B.

1st International Ayasofya Scientific Researches and Innovation Congress, 16–17 November 2024, İstanbul, pp. 952–963

Book chapter

Enhancing climate resilience in forestry through artificial neural networks in diameter distribution modeling

Alkan O., Carus S., Özçelik R.

Şen G., Güngör E. (Eds.), Turkish Forestry Researches in the Perspective of Climate Change, Duvar Publishing, New York, pp. 122–140

Conference paper

Optimizing diameter-height models for accurate tree height prediction in oriental beech (Fagus orientalis Lipsky) stands using minimal input variables with ANN

Özçelik R., Alkan O., Koparan B.

1st International Ayasofya Scientific Researches and Innovation Congress, 16–17 November 2024, İstanbul, pp. 964–975

Other

Evaluating Optimal Percentile Pairs for Weibull-Based Diameter Distribution in European Black Pine Stands

ALKAN O.

Elsevier BV

Article

Tek ağaçta göğüs çap artımının periyot süresi, yaş sınıfı ve sosyal sınıfına göre değişimi: Sarıkamış yöresi sarıçam meşcereleri örneği

Koparan B., Alkan O., Carus S., Çatal Y., Ozçelik R.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 437-446

Article

Doğal karaçam meşcereleri için yöresel karışık etkili çap-boy modellerinin geliştirilmesi

Alkan O., Ozçelik R.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 399-407

2023

Article

Artificial intelligence as an alternative modelling strategy for reliable height-diameter predictions of mixed-oaks species

Diamantopoulou M.J., Özçelik R., Koparan B., Alkan O.

Turkish Journal of Agriculture and Forestry, 47(2), 228–241

Book chapter

Sustainable forestry: A comprehensive review of Türkiye's national forest inventory and monitoring strategies

Alkan O., Koparan B.

Bozdoğan A.M., Yarpuz Bozdoğan N. (Eds.), Academic Research and Reviews in Agriculture, Forestry and Aquaculture Sciences, Platanus Publishing, Ankara, pp. 273–284

Book chapter

Modeling tree diameters: Insights into forestry management and stand dynamics

Alkan O.

Rashid B.N. (Ed.), Strategic Research in the Field of Sustainability-Based Agriculture and Forestry, SRA Academic Publishing, Klaipeda, pp. 63–112

Article

Kızılçam (Pinus brutia Ten.) meşcerelerinde uygulanan ilk aralama çalışmalarının değerlendirilmesi: Sütçüler örneği

BAYAR E., ALKAN O.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 11-17

Article

Almus yöresi doğal doğu kayını meşcerelerinin çap dağılımının Weibull dağılımı ile modellenmesi

ALKAN O., OZÇELİK R., KALKANLI Ş.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 197-207

Article

Stem Profile Patterns ofPinus nigraandPinus sylvestrisGrowing in Mixed Stands

Özçelik R., Poudel K.P., Crecente-Campo F., Kaya B., Alkan O.

Forest Science, 69(6), 610-618

2022

Article

Height-diameter model for natural black pine stands in Eğirdir region: Quantile regression approach

Alkan O., Özçelik R.

Turkish Journal of Forestry, 23(3), 187–195

Conference paper

Bilecik yöresi karışık meşe meşcereleri için tür bazlı çap-boy modelleri

Koparan B., Alkan O., Özçelik R.

II. Uluslararası Meşe Çalıştayı, 10 Mayıs 2022, çevrimiçi

Article

Antalya-Gebiz Yöresi Kızılçam Meşcereleri için Uyumlu Gövde Hacmi ve Gövde Çapı Modelleri

TURGUT M., OZÇELİK R., ALKAN O.

Bartın Orman Fakültesi Dergisi, 24(2), 289-303

2021

Book chapter

Türkiye'de orman envanteri için bazı alternatif örnekleme yöntemleri

Alkan O., Özçelik R.

Beram A., Beram R.C. (Eds.), Ormancılık ve Ziraat Alanında Sürdürülebilirlik Temelli Yaklaşımlar, SRA Academic Publishing, Klaipeda, s. 15–32

Article

Toros göknarı için uyumlu hacim ve gövde çapı modelleri

ALKAN O., OZÇELİK R.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 408-416

Article

Estimating the tree bole volume of Brutian pine (Pinus brutia Ten.) and Taurus cedar (Cedrus libani A. Rich.) using paracone and centriod methods in Turkey

Isparta University of Applied Sciences, Ozcelik R., Isparta University of Applied Sciences, Alkan O.

Journal of Biometry Studies, 1(2), 45-48

2020

Article

FITTING AND CALIBRATING A MIXED-EFFECTS SEGMENTED TAPER MODEL FOR BRUTIAN PINE

Özçelik R., Alkan O.

CERNE, 26(4), 464-473

Article

Stem taper equations for diameter and volume predictions of Abies cilicica Carr. in the Taurus Mountains, Turkey

Alkan O., Özçelik R.

Journal of Mountain Science, 17(12), 3054-3069

Article

Use of stand density to improve prediction performance of stem taper model for Taurus cedar

ÖZÇELİK R., ALKAN O.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 113-122

Article

Kantil regresyon ile gövde çapı modelinin geliştirilmesi

OZÇELİK R., ALKAN O., KALKANLI Ş.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 250-256

2019

Article

Development of regional stem taper models for some important tree species of Turkey: Case study of Bucak

Ozçelik R., ALKAN O., ALKAN H.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 333-340

2018

Conference paper

Stem taper models for Eucalyptus plantations in southern Turkey

Özçelik R., Alkan O., Alkan H.

International Congress on Agriculture and Animal Sciences, 7–9 November 2018, Antalya, pp. 397–407

Conference paper

Tree height estimation using mixed-effects model for cedar in Turkey

Özçelik R., Alkan O.

International Congress on Agriculture and Animal Sciences, 7–9 November 2018, Antalya, pp. 420–429

Conference paper

Local volume equations for Eucalyptus plantations

Özçelik R., Alkan O., Korkmaz M.

International Congress on Agriculture and Animal Sciences, 7–9 November 2018, Antalya, pp. 383–396

Conference paper

Development of ecoregion-based taper systems for Taurus cedar

Özçelik R., Alkan O.

Ecology 2018 International Symposium, 19 June 2018, Kastamonu, p. 272 (abstract)

Article

COMPARISON OF SOME METHODS FOR ESTIMATING VOLUME OF STANDING TREES

Özçelik R., Alkan H., Alkan O.

Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, 380-385

2017

Conference paper

Comparative study of some standard and modern methods for volume estimation of standing trees

Özçelik R., Kalkanlı Ş., Alkan O.

International Symposium on New Horizons in Forestry, 18–20 October 2017, Isparta, p. 426 (presentation)

Conference paper

Regional height-diameter model for Taurus cedar using nonlinear mixed-effects approach

Özçelik R., Göçer N., Alkan O.

International Symposium on New Horizons in Forestry, 18–20 October 2017, Isparta, p. 425 (presentation)

Conference paper

Development of stem taper model using nonlinear mixed-effects approach for brutian pine

Özçelik R., Alkan O.

International Conference "The West of the East, the East of the West", 4–6 July 2017, Prague, p. 456 (abstract)

Conference paper

Taper models for mixed pine species of the Western Black Sea region, Turkey

Özçelik R., Kaya B., Alkan O.

International Conference on Agriculture, Forest, Food Sciences and Technologies (ICAFOF 2017), 15–17 May 2017, Nevşehir, p. 505 (abstract)

Conference paper

Local volume equations for black pine in southern Turkey

Özçelik R., Alkan O.

International Conference on Agriculture, Forest, Food Sciences and Technologies (ICAFOF 2017), 15–17 May 2017, Nevşehir, p. 473 (abstract)

Conference paper

Comparison of some segmented taper equations for brutian pine

Özçelik R., Alkan O., Yiğit E.

International Symposium on New Horizons in Forestry, 18–20 October 2017, Isparta, p. 246 (abstract)

2016

Conference paper

Ecoregion based volume equations for brutian pine and Taurus cedar

Özçelik R., Alkan O.

1st International Mediterranean Science and Engineering Congress (IMSEC 2016), 26–28 October 2016, Adana, pp. 1050–1058

Conference paper

Ecoregion based taper model for Lebanon cedar (Cedrus libani A. Rich.) in Mediterranean region of Turkey

Özçelik R., Alkan O.

2nd International Conference on Science, Ecology and Technology (ICONSETE 2016), 14–16 October 2016, Barcelona, pp. 743–753

2014

Conference paper

ABC analizinin orman endüstri sektöründe kullanılması

Alkan O., Özdamar İ.H., Uzun B.

II. Ulusal Akdeniz Orman ve Çevre Sempozyumu, 22 Ekim 2014, Isparta, s. 1060 (sözlü sunum)

Conference paper

Tek ağaçta çap artımı tahmini üzerinde artımın ölçüldüğü periyot süresi ve meşcere sıklığının etkisinin incelenmesi (Ağlasun kızılçam ağaçlandırmaları örneği)

Çatal Y., Eler Ü., Carus S., Özçelik R., Alkan O.

II. Ulusal Akdeniz Orman ve Çevre Sempozyumu, 22 Ekim 2014, Isparta, s. 170–178

2013

Conference paper

Kızılçam ağaç türü için yetişme ortamı bazlı gövde çapı ve gövde hacim modellerinin geliştirilmesi

Özçelik R., Alkan O.

Ormancılıkta Sektörel Planlamanın 50. Yılı Uluslararası Sempozyumu, 26–28 Kasım 2013, Antalya, s. 170–178

2012

Conference paper

Mapping forest stand structural diversity using RapidEye satellite data

Özdemir İ., Özkan K., Mert A., Özkan U.Y., Şentürk Ö., Alkan O.

ESA-ESRIN Sentinel-2 Preparatory Symposium, 23–27 April 2012 (presentation)

Contact

Page 4.

Assoc. Prof. Dr. Onur Alkan

Isparta University of Applied Sciences, Faculty of Forestry

onuralkan@isparta.edu.tr