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Projecting Forest Tree Distributions and Adaptation to Climate Change in Northern Thailand
Journal of Ecology and Natural Environment Vol. 1(3), pp. 055-063, June, 2009 Available online at http://www.academicjournals.org/JENE © 2009 Academic Journals Full Length Research Paper Projecting forest tree distributions and adaptation to climate change in northern Thailand Yongyut Trisurat1* Rob Alkemade2 and Eric Arets2 1Faculty of Forestry, Kasetsart University Bangkok 10900, Thailand 2The Netherlands Environmental Assessment Agency P.O. Box 303, 3720 AH Bilthoven, Netherlands. Accepted 18 May, 2009 Climate change is a global threat to biodiversity because it has the potential to cause significant impacts on the distribution of species and the composition of habitats. The objective of this research is to evaluate the consequence of climate change in distribution of forest tree species, both deciduous and evergreen species. We extracted the HadCM3 A2 climate change scenario (regionally-oriented economic development) for the year 2050 in northern Thailand. A machine learning algorithm based on maximum entropy theory (MAXENT) was employed to generate ecological niche models of forest plants. Six evergreen species and 16 deciduous species were selected using the criteria developed by the Asia Pacific Forest Genetic Resources Programme (APFORGEN) for genetic resources conservation and management. Species occurrences were obtained from the Department of National Park, Wildlife and Plant Conservation. The accuracy of each ecological niche model was assessed using the area under curve of a receiver operating characteristic (ROC) curve. The results show that the total extent of occurrence of all selected plant species is not substantially different between current and predicted climate change conditions. However, their spatial configuration and turnover rate are high, especially evergreen tree species. -
Caesalpinioideae, Fabaceae) Reveals No Significant Past 4 Fragmentation of Their Distribution Ranges
bioRxiv preprint doi: https://doi.org/10.1101/730911; this version posted August 9, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. 1 TITLE : 2 Population genomics of the widespread African savannah trees Afzelia africana and 3 Afzelia quanzensis (Caesalpinioideae, Fabaceae) reveals no significant past 4 fragmentation of their distribution ranges 5 AUTHORS : 6 7 Armel S.L. Donkpegan1,2,3*, Rosalía Piñeiro4,5, Myriam Heuertz6, Jérôme Duminil2,7,8, Kasso 8 Daïnou 1,2,9, Jean-Louis Doucet1 and Olivier J. Hardy2 9 10 11 AFFILIATIONS : 12 13 14 1 University of Liège, Gembloux Agro-Bio Tech, Management of Forest Resources, Tropical 15 Forestry, TERRA, 2 Passage des Déportés, B-5030 Gembloux, Belgium 16 17 2 Evolutionary Biology and Ecology Unit, CP 160/12, Faculté des Sciences, Université Libre de 18 Bruxelles, 50 avenue F. D. Roosevelt, B-1050 Brussels, Belgium 19 20 3 UMR 1332 BFP, INRA, Université de Bordeaux, F-33140, Villenave d’Ornon, France 21 22 4 University of Exeter, Geography, College of Life and Environmental Sciences, Stocker road, 23 EX44QD, Exeter, UK 24 25 5 Evolutionary Genomics, Centre for Geogenetics - Natural History Museum of Denmark, Øster 26 Voldgade 5-7, 1350 Copenhagen K, Denmark 27 28 6 Biogeco, INRA, Univ. Bordeaux, 69 route d’Arcachon, F-33610 Cestas, France 29 30 7 DIADE, IRD, Univ Montpellier, 911 Avenue Agropolis, BP 64501, 34394 Montpellier, France. -
Wood Research Effect of Heat Treatment and Wax
WOOD RESEARCH doi.org/10.37763/wr.1336-4561/65.6.963974 65 (6): 2020 963-974 EFFECT OF HEAT TREATMENT AND WAX IMPREGNATION ON DIMENSIONAL STABILITY OF PTEROCARPUS MACROCARPUS WOOD Lin Yang1,2, Tianqi Han1, Yudong Fu1 1Nanjing Forestry University China 2Northeast Forestry University China (Received March 2020) ABSTRACT In order to improve dimensional stability and control deformation, heat treatment (HT) and wax impregnation (WI) were conducted to large size boards (LB) of Pterocarpus macrocarpus and the tangential swelling were compared in various relative humidity (RH) conditions. The results show that the tangential swelling and shrinking of control group and treated group performed differently corresponded to various relative humidity (RH). Comparing with control group, the swelling ratio of HT combined WI group was much less, and followed by 180°C-3h HT group. The maximum swelling ratio decreased by 31% and 29% in humidity chamber and indoor conditions respectively. The swelling ratio was affected by size of samples, LB showed smaller welling ratio than small sample. Wax filled in cell cavities and presented uneven distributions after impregnation. The rate of wood hygroscopicity was reduced after HT combined WI treatment which was an effective method on improvement of wood dimensional stability. KEYWORDS: Pterocarpus macrocarpus, heat treatment, wax impregnation, dimensional stability, modification. INTRODUCTION Pterocarpus macrocarpus mainly grows in Myanmar, Laos and Thailand, belonging to the butterfly-shaped flower Pterocarpus, Rosewood mahogany (Azratul et al. 2017), which is categorized as a red Suanzhimu class in China national standard— “Hongmu” (GB/T18107- 2017). Pterocarpus macrocarpus has straight trunk, branches few and it is excellent wood tree species. -
Germination and Salinity Tolerance of Seeds of Sixteen Fabaceae Species in Thailand for Reclamation of Salt-Affected Lands
BIODIVERSITAS ISSN: 1412-033X Volume 21, Number 5, May 2020 E-ISSN: 2085-4722 Pages: 2188-2200 DOI: 10.13057/biodiv/d210547 Germination and salinity tolerance of seeds of sixteen Fabaceae species in Thailand for reclamation of salt-affected lands YONGKRIAT KU-OR1, NISA LEKSUNGNOEN1,2,♥, DAMRONGVUDHI ONWIMON3, PEERAPAT DOOMNIL1 1Department of Forest Biology, Faculty of Forestry, Kasetsart University. 50 Phahonyothin Rd, Lat yao, Chatuchak, Bangkok 10900, Thailand 2Center for Advanced Studies in Tropical Natural Resources, National Research University, Kasetsart University. 50 Phahonyothin Rd, Lat yao, Chatuchak, Bangkok 10900, Thailand. ♥email: [email protected] 3Department of Agronomy, Faculty of Agriculture, Kasetsart University. 50 Phahonyothin Rd, Lat Yao, Chatuchak, Bangkok 10900, Thailand. Manuscript received: 26 March 2020. Revision accepted: 24 April 2020. Abstract. Ku-Or Y, Leksungnoen N, Onwinom D, Doomnil P. 2020. Germination and salinity tolerance of seeds of sixteen Fabaceae species in Thailand for reclamation of salt-affected lands. Biodiversitas 21: 2188-2200. Over the years, areas affected by salinity have increased dramatically in Thailand, resulting in an urgent need for reclamation of salt-affected areas using salinity tolerant plant species. In this context, seed germination is an important process in plant reproduction and dispersion. This research aimed to study the ability of 16 fabaceous species to germinate and tolerate salt concentrations of at 6 different levels (concentration of sodium chloride solution, i.e., 0, 8, 16, 24, 32, and 40 dS m-1). The germination test was conducted daily for 30 days, and parameters such as germination percentage, germination speed, and germination synchrony were calculated. The electrical conductivity (EC50) was used to compare the salt-tolerant ability among the 16 species. -
An Investigation on Some Physical and Mechanical Properties of Plantation Grown Paduak
GOVERNMENT OF THE UNION OF MYANMAR MINISTRY OF FORESTRY FOREST DEPARTMENT An Investigation on Some Physical and Mechanical Properties of Plantation Grown Paduak Thandar Aye Asst. Lecturer University of Forestry Prof. Win Kyi-1 University of Forestry Khin Maung Sint Asst. Manager Myanma Timber Enterprise November, 2007 Contents Page pmwrf;tusOf;csKyf i Abstract ii 1. Introduction 1 2. Literature Review 4 3. Materials and Methods 5 4. Results and Discussion 10 5. Conclusions and Recommendations 41 References - i - pkdufcif;ydawmuf\ ½lyESihf tiftm;qkdif&m *kPfowdåtcsKdUudk prf;oyfavhvmjcif; oEÅmat;? M.Sc. (Physcis); M.Sc. (Wood Tech.) vufaxmufuxdu &lyaA'Xme? opfawmwuúodkvf/ ygarmu©OD;0if;Munf(1)? B.Sc.(Hons) D.S.; M.S. (Virginia Tech.) opfawmwuúokdvf ESifh cifarmifqifh? B.Sc. (For.); M.Sc. (Goettingen) vufaxmufrefae*sm? jrefrmhopfvkyfief;/ pmwrf;tusOf;csKyf ,ckokawoevkyfief;wGif (22) ESpfom; ydawmufpkdufcif;rS yifMuyfEIwfrnhf tyifrsm; teuf ydawmufyif (10) yifudk usyef;a&G;cs,fí prf;oyfxm;jcif;jzpfygonf/ tqdkyg ydawmufpdkufcif;onf wyfukef;NrdKUe,f? &rnf;oif;c&dkif? rEÅav;wkdif;&Sd ivdkufBuKd;0kdif; uGuftrSwf (72)wGif wnf&Sdygonf/ ckwfvJprf;oyfcJhonfh opfyif (10)yif\ ysrf;rQ &ifpkdY vkH;ywfESifh ysrf;rQtjrifhonf 0.78rDwm (2.53ay) ESifh 20.09rDwm (65.09ay) toD;oD; &SdMu ygonf/ odyfonf;jcif;? a&csdefodyfonf;q? usKHUrIESifh ykHo@efwnfNrJrI ponfh &ly *kPfowdå tcsKdUESifh wnfNidrfauG;nTwftm;? zdcHEdkiftm;ESifh rmausmrIponfh tiftm;qdkif&m *kPfowdå tcsKdUudk a&qif;? opfawmokawoeXme? opf*kPfowdåESifhtokH;csrIXmepk&Sd opf&lyESihf opftiftm; "gwfcJGcef;rsm;wGif -
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PSRU Journal of Science and Technology 5(3): 74-96, 2020 ความหลากหลายของพรรณพืชในวัดป่าเขาคงคา อ าเภอครบุรี จังหวัดนครราชสีมา PLANT DIVERSITY IN KHAO KHONG KHA FOREST MONASTERY KHON BURI DISTRICT, NAKHON RATCHASIMA PROVINCE เทียมหทัย ชูพันธ์* นาริชซ่า วาดี ศรัญญา กล้าหาญ สุนิษา ยิ้มละมัย และ สุวรรณี อุดมทรัพย์ Thiamhathai Choopan*, Narissa Wadee, Saranya Klahan, Sunisa Yimlamai and Suwannee Udomsub คณะวิทยาศาสตร์และเทคโนโลยี มหาวิทยาลัยราชภัฏนครราชสีมา Faculty of Science and Technology, Nakhon Ratchasima Rajabhat University *corresponding author e-mail: [email protected] (Received: 27 July 2020; Revised: 8 October 2020; Accepted: 9 October 2020) บทคัดย่อ การวิจัยครั้งนี้เป็นการศึกษาความหลากหลายของพรรณพืชในวัดป่าเขาคงคา อ าเภอครบุรี จังหวัดนครราชสีมา ด้วยการสุ่มวางแปลงตัวอย่าง จ านวน 18 แปลง ขนาด 2020 เมตร เพื่อส ารวจ ไม้ต้น และขนาด 55 เมตร เพื่อส ารวจไม้พื้นล่างร่วมกับการส ารวจตามเส้นทางศึกษาธรรมชาติ ผลการศึกษาพบว่ามีไม้ต้น จ านวน 38 วงศ์ 83 สกุล 98 ชนิด โดยไม้ต้นชนิดที่พบมากที่สุด ได้แก่ ติ้วเกลี้ยง (Cratoxylum cochinchinense (Lour.) Blume) รองลงมา คือ เสี้ยวป่า (Bauhinia saccocalyx Pierre) และแดง (Xylia xylocarpa (Roxb.) W. Theob. var. kerrii (Craib & Hutch.) I.C. Nielsen) ตามล าดับ ส่วนไม้ต้นชนิดที่มีค่าดัชนีความส าคัญสูงที่สุด คือ เสี้ยวป่า ติ้วเกลี้ยง และแดง ตามล าดับ ค่าดัชนี ความหลากหลายของไม้ต้น มีค่าเท่ากับ 3.6656 ค่าความสม่ าเสมอในการกระจายตัว มีค่าเท่ากับ 0.7995 ค่าความหลากหลาย มีค่าเท่ากับ 39.0785 นอกจากนั้นพบว่ามีไม้พื้นล่าง จ านวน 61 วงศ์ 137 สกุล 145 ชนิด ไม้พื้นล่างชนิดที่พบมากที่สุด ได้แก่ พลูช้าง (Scindapus officinalis -
(Afzelia Xylocarpa (Kurz) Craib), Flower Fence (Caesalpinia Pulchrrima (L.) Sw.) and Tamarind (Tamarindus Indica L.) Kernels
Prawarun Agr. J. Volume 15 (SUPPL. 1) 2018, Pages 40-47 Research Article Nutritional Compositions and Antioxidant Activities of Makamong (Afzelia xylocarpa (Kurz) Craib), Flower Fence (Caesalpinia pulchrrima (L.) Sw.) and Tamarind (Tamarindus indica L.) Kernels Sarin Thongthummachat1, Pornpimol Ponkham1, Suchana Wanich1, Butsayamat Rattanadon1, Metta Kengchuwong2 and Kwanyuen Leamsamrong1* 1Department of Chemistry, Faculty of Science and Technology, Rajabhat Maha Sarakham University, Maha Sarakham, 44000, Thailand 2Department of Environment, Faculty of Science and Technology, Rajabhat Maha Sarakham University, Maha Sarakham, 44000, Thailand Abstract This study was aimed to investigate the nutritional composition and antioxidant activity of three kernels including makamong (Afzelia xylocarpa (Kurz) Craib), flower fence (Caesalpinia pulchrrima (L.), tamarind (Tamarindus indica L.). It was found that the kernel of makamong shown the highest nutritional compositions, mineral contents and vitamin. Furthermore, the kind of makamong consist of values for energy, ash, total fat, B-carotene and vitamin B2 were 439.42±0.72 kcal, 2.49±0.01%, 10.64±0.07%, 92.59±1.17 µg g-1 DW and 0.11±0.01 mg g-1 DW, respectively. The makamong kernel (MK), flower fence kernel (FW) and tamarind kernel (TM) were extracted with 50% ethanol (50:50; water: ethanol), 80% ethanol (20: 80;water: ethanol) and ethanol. The antioxidant activities were evaluated using DPPH (1,1-diphenyl-s-picrylhydrazyl), ABTS+ (2,2’-azino-bis (3-ethylbenzthiazoline-6-sulphonic acid) and FRAP (ferric reducing antioxidant power) assay. The total polyphenol and flavonoid contents were analyzed. The results revealed that 50% ethanolic extract of MK showed the highest DPPH radical scavenging activity and total flavonoid contents (IC50; 8.80±0.03 mg ml-1, 37.95±0.38 mg QE g-1), respectively. -
A Study on Usefulness of Some Woody Plants in Mon State.Pdf (5491
Univcnities Research Journal 2008, Vol. I, No. 1 Universities Research Jouma120Q8 VoLl, No. 1 Editorial Board Editors in Chief Prof. Dr. Kyaw Kyaw Khaung, Head ofDepartment of Botany, University ofYangon Prof. Dr. Aye Phay, Department ofBotany, University ofYangon Prof. Dr. Nu Nu Yi, Department ofBotany, University ofMandalay Editors Prof. Maung Maung Myint, Head of Department of Botany, University of Mawlamyine Prof. Aye Pwa, Head ofDepartment 'of Botany, University of'Patnein Prof. Daw Sam Khing, Head of' Department of BOtany, University of Sittway Prof. Dr. Than Than Htay, Head of Department of Botany, University of Taungoo Prof. Khin Po Po. Head ofDepartment ofBotany, University of'Pyay Daw Mar Mar Aung, Head ofDepartment ofBotany, University ofDawei Prof. Dr. Thandar 00, Head of Department of Botany, University of West Yangon 'Prof. Dr. San Aye, Head ofDepartment ofBotany, University of'Hinthada Prof. Daw Marlar, Head ofDepartment ofBotany. University ofMyeik Prof. Dr. Hla Hla Tin, Head ofDepartment ofBotany, University ofBago Prof. Dr. Khin Thidar, Head of Department of Botany, University of Mandalay Prof. Dr. Vee Vee Win, Head of Department of Botany, University of Taunggyi . Prof. May Than Su, Head ofDepartment ofBotany, University ofMagway Universities Research louma12008, Vol. 1, No.1 Prof. Daw Thai Thai Aye, Head of Department of Botany, University of Yadanabon Prof. DawTin Ye, Head ofDepartrnent ofBotany, University ofMeiktila Prof. Nay Win, Head ofDepartment ofBotany, UniversityofKyaukse Prof. U Aung Myint Thein, Head of Department of Botany, University of Kalay Prof. Swe Mar Tin, Head ofDepartment of Botany, University ofLashio Asso. Prof. Dr. San San Aye, Head ofDepartment ofBotany, University of Kyainge Tong Universities Research Journal 2008, Vol. -
Pterocarpus Indicus (Narra)
April 2006 Species Profiles for Pacific Island Agroforestry ver. 2.1 www.traditionaltree.org Pterocarpus indicus (narra) Fabaceae (legume family) bluwota (Vanuatu); liki (Solomon Islands); narra, amboyna, rosewood, Burmese rosewood (trade names); narra, rosewood (English); New Guinea rosewood (Papua New Guinea); pinati (Samoa); santal rouge amboine (French) Lex A. J. Thomson IN BRIEF Distribution Native to Southeast and East homson Asia and to the northern and southwest Pa- t L. cific region; now distributed widely through- out the tropics. photo: Size Typically reaches 25–35 m (82–115 ft) in height with a broad canopy when grown in the open. Habitat Grows at elevations of 1–1300 m (3.3– 4300 ft) with annual rainfall of 1300–4000 mm (50–160 in). Vegetation Thrives best in riverine, closed, and secondary forests. Soils Adapted to a range of soils, growing best on deep, fertile, loamy, alluvial soils. Growth rate In optimal conditions, height growth may be 2 m/yr (6.6 ft/yr) for the first 3–4 years, slowing to about 1 m/yr (3.3 ft/yr) thereafter. Main agroforestry uses Soil stabilization, windbreaks, ornamental. Main products Timber. Yields Estimated at 5–10 m3/ha/yr (72–144 ft3/ac/yr) over a 30–40 year rotation, on opti- mal sites. Intercropping Planted as boundary and windbreak around food crops or as a living fence around pastures. Large tree, Invasive potential Has limited potential to Thurston Gar- dens, Fiji. invade undisturbed native plant communities. INTRODUCTION including southern Myanmar, Cambodia, southern China, Vietnam, Philippines, Brunei, Malaysia, and Indonesia. It Narra (Pterocarpus indicus) is a briefly deciduous, majes- extends east to the northern Pacific (Ryukyu Islands/Japan, tic tree typically growing to 25–35 m (82–115 ft) in height. -
Isolation and Identification of Two Potent Phytotoxic Substances from Afzelia Xylocarpa for Controlling Weeds
applied sciences Article Isolation and Identification of Two Potent Phytotoxic Substances from Afzelia xylocarpa for Controlling Weeds Ramida Krumsri 1,2,*, Kaori Ozaki 3, Toshiaki Teruya 4 and Hisashi Kato-Noguchi 1,2 1 Department of Applied Biological Science, Faculty of Agriculture, Kagawa University, Miki, Kagawa 761-0795, Japan; [email protected] 2 The United Graduate School of Agricultural Sciences, Ehime University, 3-5-7 Tarumi, Matsuyama, Ehime 790-8566, Japan 3 Graduate School of Engineering and Science, University of the Ryukyus, 1 Senbaru, Nishihara, Okinawa 903-0213, Japan; [email protected] 4 Faculty of Education, University of the Ryukyus, 1 Senbaru, Nishihara, Okinawa 903-0213, Japan; [email protected] * Correspondence: [email protected] Abstract: Phytotoxic substances released from plants are considered eco-friendly alternatives for controlling weeds in agricultural production. In this study, the leaves of Afzelia xylocarpa (Kurz) Craib. were investigated for biological activity, and their active substances were determined. Extracts of A. xylocarpa leaf exhibited concentration-dependent phytotoxic activity against the seedling length of Lepidium sativum L., Medicago sativa L., Phleum pratense L., and Echinochloa crus-galli (L.) P. Beauv. Bioassay-guided fractionation of the A. xylocarpa leaf extracts led to isolating and identifying two compounds: vanillic acid and trans-ferulic acid. Both compounds were applied to four model plants using different concentrations. The results showed both compounds significantly inhibited the model plants’ seedling length in a species-dependent manner (p < 0.05). The phytotoxic effects of trans Citation: Krumsri, R.; Ozaki, K.; -ferulic acid (IC50 = 0.42 to 2.43 mM) on the model plants were much greater than that of vanillic Teruya, T.; Kato-Noguchi, H. -
Forest Vegetation Cover in Binh Chau - Phuoc Buu Nature Reserve in Southern Vietnam
E3S Web of Conferences 175, 14016 (2020) https://doi.org/10.1051/e3sconf/202017514016 INTERAGROMASH 2020 Forest Vegetation Cover in Binh Chau - Phuoc Buu Nature Reserve in Southern Vietnam Viet Hung Dang¹ʾ²*, Alexander Potokin¹, Thi Lan Anh Dang², Thi Ha Nguyen², and Van Son Le³ 1 Saint-Petersburg State Forest Technical University, Instytutskiy 5U, 194021, St. Petersburg, Russia 2 Vietnam National University of Forestry - Dong Nai Campus, Vietnam, Dong Nai Province, Trang Bom District, Trang Bom town, Tran Phu st., 54 3 Binh Chau - Phuoc Buu Nature Reserve, Ba Ria - Vung Tau Province, Xuyen Moc District, Vietnam Abstract. Binh Chau - Phuoc Buu Nature Reserve is located in the tropical rainforest zone of southeast Vietnam. The obtained results from the study undertaken on the composition of plant species and forest vegetation in Binh Chau - Phuoc Buu Nature Reserve indicated a record of 743 species, 423 genera and 122 families that belongs to the three divisions of vascular plants. These includes: Polypodiophyta, Pinophyta and Magnoliophyta. Useful plants of 743 taxonomy species listed consists of 328 species of medicinal plants, 205 species of timber plants, 168 species of edible plants, 159 species of ornamental plants, 56 species of industrial plants, 10 species of fiber plants and 29 species of unknown use plants, respectively. During the duration of investigation, Nervilia aragoana Gaudich. was newly recorded in the forest vegetation of Binh Chau - Phuoc Buu Reserve. A variety of forest vegetations in the area under study is described. In this study, two major vegetation types of forest were identified in Binh Chau - Phuoc Buu Reserve. -
SITE INDEX of SIAMESE ROSEWOOD (Dalbergia Cochinchinensis Pierre) in PLANTATIONS of THAILAND
SITE INDEX OF SIAMESE ROSEWOOD (Dalbergia cochinchinensis Pierre) IN PLANTATIONS OF THAILAND TAENGMOO PHUNCHAISRI1, CHONGRAK WACHRINRAT1*, PONTHEP MEUNPONG1, SUWAN TANGMITCHAROEN2 AND NAWAPHONG KUASAKUN1 1 Department of Silviculture Faculty of Forestry Kasetsart University, Bangkok 10900, Thailand 2 Forest Research and Development Bureau, Royal Forest Department, Bangkok 10900, Thailand *Corresponding author, e-mail: [email protected] ABSTRACT Currently, decreased productivity of Siamese rosewood (Dalbergia cochinchinensis Pierre) is a problem due to illegal logging and the guidelines to manage this prevention being may be insufficient. Forest plantations should be promoted to achieve sustainable wood production for this species. Site index (SI) is a measure that can be used to predict forest productivity to identify appropriate sites for planting Siamese rosewood. The objective of the current study was to predict the SI for Siamese rosewood in Thailand. A sample of 78 temporary plots at 26 sites in 16 provinces of Thailand was selected to construct a site index curve with a base age of 30 yr. The results showed that the mean age of Siamese rosewood was 28 yr (between 13 and 55 yr), the mean diameter at breast height (DBH) was 20.03 cm (between 7.99 and 33.80 cm), and the mean dominant height was 20.79 m (between 7.32 and 24.82 m). The -1 -1 2 SI equation was: SI = e(lnHdo-12.476(A -Ab )) with an R value of 0.406 at p < 0.0001 (chosen as 30 yr in the present study). The equation indicated that 14, 18, 22, 26, and 30 m trees belonged to site classes Ι, ΙΙ, ΙΙΙ, ΙV, and V, respectively.