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Determining structural variation in a managed mixed stand in an old-growth forest, northern Iran

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Abstract

Numerous approaches have been developed to quantify forest structure modules. A variety has measured each as part of stand attributes. This study was carried out in managed mixed stands in northern Iran. The objective was to quantify stand structure and its variation before and after tree marking through the Gini index and structural triangle method. A full sampling inventory was taken in 2004 and 2014 at the beginning and end of a period, before and after tree marking operations in five stands. The results indicate that the Gini index was 39.5, 62.2, 43.0, 82.0 and 74.0% for I, II, III, IV and V stands respectively. Furthermore, approximate structural diameters were determined as a large category for I, III, IV and V stands while stand II had an intermediate-large class pre-tree marking to an intermediate-small class post-tree marking. The paired t-test results were not significant for tree numbers and growing stock changes for all species, and for beech, hornbeam, and velvet maple before and after tree harvesting in the whole stand. Therefore, the Gini index and the structural triangle method can be used for natural stand modeling, structural diversity designation, and for management practices in nature-oriented forestry strategies.

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References

  • Aerts R, Honnay O (2011) Forest restoration, biodiversity, and ecosystem functioning. BMC Ecol 11:1–10

    Article  Google Scholar 

  • Atkinson A, Brandolini A (2015) Unveiling the ethics behind inequity measurement: contributions to economics. Econ J 125:209–234

    Article  Google Scholar 

  • Barbeito I, Cañellas I, Montes F (2008) Evaluating the behavior of vertical structure indices in Scots pine forests. Ann For Sci 66:1–10

    Google Scholar 

  • Barnes B, Zak DR, Denton SR, Spurr SH (1997) Forest ecology, 4th edn. Wiley, New York

    Google Scholar 

  • Bell D, Bradford J, Lauenroth W (2014) Forest stand structure, productivity, and age mediated climatic effects on aspen decline. Ecology 95:2040–2046

    Article  PubMed  Google Scholar 

  • Bilek L, Remes J, Zahradnik D (2011) Managed versus unmanaged: the structure of beech forest stands (Fagus sylvatica L.) after 50 years of development, Central Bohemia. For Syst 20:122–138

    Google Scholar 

  • Bílek L, Remeš J, Švec O, Zahradník D (2013) On the way to continuous forest cover at middle elevations—the question of forest structure and specific site characteristics. J For Sci 59:391–397

    Article  Google Scholar 

  • Binkley D (2004) A hypothesis about the interaction of tree dominance and stand production through stand development. For Ecol Manag 190:265–271

    Article  Google Scholar 

  • Brandenburger T, Furth A (2009) Cumulative gains model quality metric. J Appl Math Decis Sci 868215:1–14. https://doi.org/10.1155/2009/868215

    Article  Google Scholar 

  • Brin A, Brustel H, Jactel H (2009) Species variables or environmental variables as indicators of forest biodiversity: a case study using saproxylic beetles in maritime pine plantation. Ann For Sci 66:306–317

    Article  Google Scholar 

  • Chiarucci A, Bacaro G, Scheiner SM (2011) Old and new challenges in using species diversity for assessing biodiversity. Philos Trans B 366:2426–2437

    Article  Google Scholar 

  • Chivulescu E, Badea O, Tomescu R, Silaghi D, Leca T, Turcu D (2014) Structural features of virgin beech forests in Semenic Mountains. The dynamic structure of virgin beech. Proc Rom Acad Ser B 16:115–124

    Google Scholar 

  • Cordonnier T, Kunstler G (2015) The Gini index brings asymmetric competition to light. Perspect Plant Ecol Evol Syst 17:107–115

    Article  Google Scholar 

  • Del Rio M, Pretzsch H, Alberdi I, Bielak K, Bravo F, Brunner A, Condes S, Ducey M, Fonseca T, Lupke N, Pach M, Peric S, Perot Th, Souidi Z, Spathelf P, Sterba H, Tijardovic M, Tome M, Vallet P, Bravo-Oviedo A (2015) Characterization of the structure, dynamics, and productivity of mixed-species stands: review and perspectives. Eur J For Res 135:23–49

    Google Scholar 

  • Dewan M, Famouri J (1964) Soil map of Iran. Food and Agriculture Organization of the United Nations, Rome

    Google Scholar 

  • Dixon P, Weiner J, Mitchelle-Olds T, Woodley R (1987) Boot-strapping the Gini coefficient of inequality. Ecology 68:1548–1551

    Article  Google Scholar 

  • Donoso PJ, Nyland RD (2005) Seedling density according to structure, dominance and understory cover in old-growth forest stands of the evergreen forest type in the coastal range of Chile. Rev Chil Hist Nat 78:51–63

    Article  Google Scholar 

  • Duduman G (2011) A forest management planning tool to create highly diverse uneven-aged stands. Forestry 84:301–314

    Article  Google Scholar 

  • Duncanson L, Dubayah R, Enquist B (2015) Assessing the general patterns of forest structure: quantifying tree and forest allometric scaling relationships in the United States. Glob Ecol Biol 24:1465–1475

    Article  Google Scholar 

  • Evans M (2012) Modeling ecological systems in a changing world. Philos Trans R Soc Lond B Biol Sci 367:181–190

    Article  PubMed  PubMed Central  Google Scholar 

  • Ford D (2000) Scientific method for ecological research. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Gao T, Hedblom M, Emilsson T, Nielsen A (2014) The role of forest stand structure as a biodiversity indicator. For Ecol Manag 330:82–93

    Article  Google Scholar 

  • Gini C (1912) Variation and tolerance of participation in distribution study and statistical relationships. Springer, Italy

    Google Scholar 

  • Habashi H, Hosseini SM, Rahmani R, Mohammadi J (2010) Stand structure and spatial patterns of trees in mixed Hyrcanian beech forest, Iran. Environ Earth Sci 123:103–123

    Google Scholar 

  • Halla J, Harrisb V, Medjibea P, Mark P, Ashton S (2003) The effects of selective logging on forest structure and tree species composition in a Central African forest: implications for management of conservation areas. For Ecol Manag 183:249–264

    Article  Google Scholar 

  • Halliday A, Glaser M (2011) A management perspective on social ecological systems: a generic system model and its application to a case study from Peru. Res Hum Ecol 18:1–18

    Google Scholar 

  • Heshmati A (2004) Inequalities and their measurement, vol 1219. IZA discussion paper 2004/1219. Boon, IZA. Germany, p 1–20

  • Hurford C, Schneider M (2006) Monitoring nature conservation in cultural habitats: a practical guide and case studies. Dordrecht, The Netherlands

    Book  Google Scholar 

  • Jourgholami M, Abdi E, Chung W (2013) Decision making in forest road planning considering both skidding and road costs: a case study in the Hyrcanian Forest in Iran. iForest 6:59–64

    Article  Google Scholar 

  • Kakavand M, Marvie Mohadjer MR, Sagheb-talebi KH, Sefidi K (2014) Structural diversity of mixed beech stands in the middle stage of succession (case study: Gorazbon District, Kheiroud Forest of Nowshahr). Iran J For Poplar Res 22:411–422 (in Persian)

    Google Scholar 

  • Kint V (2005) Structural development in aging temperate Scots pine stands. For Ecol Manag 214:237–250

    Article  Google Scholar 

  • Kinzig A, Ryan P, Etienne M, Allison H, Elmqvist T, Walker B (2006) Resilience and regime shifts: assessing cascading effects. Ecol Soc 11:1–23

    Article  Google Scholar 

  • Kramer H (1988) Forest growth theory. Environmental and anthropological effects on forest growth, crime performance and its value and stock security. Parey Publication, Berlin (in Germany)

    Google Scholar 

  • Lausch A, Blaschkeb T, Haasec D, Herzogd F, Syrbee R, Tischendorff L, Walz U (2015) Understanding and quantifying landscape structure—a review on relevant process characteristics, data models, and landscape metrics. Ecol Model 295:31–41

    Article  Google Scholar 

  • Lee W, Von Gadow K, Akca A (1999) Waldstruktur und Lorenz-Modell. Allgegemeine Forst und Jadzeitung 170:220–223

    Google Scholar 

  • Legg C, Nagy L (2006) Why most conservation monitoring is, but need note be, a waste of time. J Environ Manag 78:194–199

    Article  Google Scholar 

  • Lexerod L, Eid T (2006) An evaluation of different diameter diversity indices based on criteria related to forest management planning. For Ecol Manag 222:17–28

    Article  Google Scholar 

  • Liang J, Buongiorno J, Monserud RA, Kruger EL, Zhou M (2007) Effects of diversity of tree species and size on forest basal area growth, recruitment, and mortality. For Ecol Manag 243:116–127

    Article  Google Scholar 

  • Linares J, Carreira J, Ochoa V (2011) Human impacts drive forest structure and diversity. Insight from Mediterranean mountain forest dominated by Abies pinsapo (Boiss.). Eur J For Res 130:533–542

    Article  Google Scholar 

  • Lindner M, Sievanen R, Pretzsch H (1997) Forest ecology and management improving the simulation of stand structure in a forest gap model. For Ecol Manag 95:183–195

    Article  Google Scholar 

  • Lorenz M (1905) Methods for measuring the concentration of wealth. Am Stat Assoc 9:209–219

    Google Scholar 

  • Lutz A, Larson A, Freund J, Swanson M, Bible K (2013) The importance of large-diameter trees to forest structural heterogeneity. PLoS ONE 8:1–13

    Article  Google Scholar 

  • Marvie Mohadjer MR, Zobeiri M, Etemad V, Jour Gholami M (2009) Performing the selection method at compartment level and necessity for full inventory of tree species (case study: Gorazbon district in Kheyrud Forest). Iran J Natl Resour 61:889–908 (in Persian)

    Google Scholar 

  • McElhinny C, Gibbons PH, Brack C, Bauhus J (2005) Forest and woodland stand structural complexity: IST definition and measurement. For Ecol Manag 218:1–24

    Article  Google Scholar 

  • McGowan KI, O’Hara KL, Youngblood A (2015) Patterns of size variation over time in ponderosa pine stands established at different initial densities. Can J For Res 46:101–113

    Article  Google Scholar 

  • Meen E, Nielsen A, Ohlson M (2012) Forest stand modelling as a tool to predict performance of the understory herb Cornus suecica. Silva Fenn 46:479–799

    Article  Google Scholar 

  • Metsaranta JM, Liffers VJ (2008) Inequality of size and size increment in Pinus banksiana in relation to stand dynamics and annual growth rate. Ann Bot 101:561–571

    Article  PubMed  Google Scholar 

  • Moridi M, Sefidi K, Etemad V (2015) Stand characteristics of mixed oriental beech (Fagus orientalis Lipsky) stands in the stem exclusion phase, northern Iran. Eur J For Res 134:693–703

    Article  Google Scholar 

  • Motz K, Sterba H, Pommerening A (2010) Sampling measures of tree diversity. For Ecol Manag 260:1985–1996

    Article  Google Scholar 

  • Nardi P, Di Matteo G, Palahi M, Mugnozza G (2016) Structure and evolution of Mediterranean forest research: a science mapping approach. PLoS ONE 11:1–20

    Article  CAS  Google Scholar 

  • Neumann M, Starlinger F (2001) The significance of different indices for stand structure and diversity in forests. For Ecol Manag 145:91–106

    Article  Google Scholar 

  • Newton A (2007) Forest ecology and conservation: a handbook for Techniques. Oxford University Press, Oxford

    Book  Google Scholar 

  • O’Connor S, Salafsky N, Salzer D (2005) Monitoring forest restoration projects in the context of an adaptive management cycle. In: Mansourian S, Vallauri D, Dudley N (eds) Forest restoration in landscapes. Beyond planting trees. Springer, New York, pp 145–149

    Chapter  Google Scholar 

  • O’Hara KL (2002) The historical development of uneven-aged silviculture in North America. Forestry 75:339–346

    Article  Google Scholar 

  • O’Hara KL, Ramage BS (2013) Silviculture in an uncertain world: utilizing multi-aged management systems to integrate disturbance. Forestry 86:401–410

    Article  Google Scholar 

  • Oldeman R, Schmidt P (1986) Silvicultural design an exercise for students. In: Fanta J (ed) Forest dynamics and research in Western and Central Europe. Proceedings IUFRO workshop SL01 00 Ecosystems 1985, pp 205–210

  • Ozdemir I, Norton DA, Ozkan UY, Mert A (2008) Estimation of tree size diversity using object oriented texture analysis and aster imagery. Sensors 8:4709–4724

    Article  PubMed  Google Scholar 

  • Pach M, Podlaski R (2015) Tree diameter structural diversity in Central European forests with Abies alba and Fagus sylvatica: managed versus unmanaged forest stands. Ecol Res 30:367–384

    Article  Google Scholar 

  • Pastorella F, Paletto A (2013) Stand structure indices as tools to support forest management: an application in Trentino forests (Italy). J For Sci 59:159–168

    Article  Google Scholar 

  • Pausas J (1999) Mediterranean vegetation dynamics: modelling problems and functional types. Plant Ecol 140:27–39

    Article  Google Scholar 

  • Peck JE, Zenner E, Brang P, Zingg A (2014) Tree size distribution and abundance explain structural complexity differentially within stands of even-aged and uneven-aged structure types. Eur J For Res 133:335–346

    Article  Google Scholar 

  • Pielou EC (1961) Segregation and symmetry in two-species populations as studied by nearest neighbour relations. J Ecol 49:25–269

    Article  Google Scholar 

  • Poorzady M, Bakhtiari F (2009) Spatial and temporal changes of Hyrcanian forest in Iran. iForest 2:198–206

    Article  Google Scholar 

  • Pourhashemi M, Mansouri F, Parhizkar P, Panahi P, Hassani M (2014) Spatial pattern of sprout-clumps of Brant’s oak (Quercus brantii Lindl.) in utilized forest stands of Marivan. J Plant Res 27:534–543 (in Persian)

    Google Scholar 

  • Pretzsch H (2009) Forest dynamics, growth and yield from measurement to model. Springer, Berlin

    Google Scholar 

  • Redwan M (2015) Spatial pattern of tree diversity and evenness across forest types in Majella National Park, Italy. For Ecol 24:1–10

    Google Scholar 

  • Reilly M, Spies TH (2015) Regional variation in stand structure and development in forests of Oregon, Washington, and inland Northern California. Ecosphere 6:1–27

    Article  Google Scholar 

  • Rostamikia Y, Zobeiri M (2012) Cypress (Juniperus excelsa Beib.) stand structure study in Khalkhal protected forest. J W For Sci Tech 19:151–162

    Google Scholar 

  • Sagheb-talebi K (2012) Appropriate characteristics of beech stands for application of close to nature Silviculture (selection system). Final report of research, Research Institute of Forests and Rangelands, Tehran (in Persian)

  • Sagheb-talebi K, Eslami A, Ghurchibeigy K, Shahnavazi H, Moosavi Mirkalai S (2002) Structure of Caspian beech forest and application of selection system. In: 2nd international meeting of forest and industry, April 23–25, Tehran, Iran, pp 107–137

  • Sagheb-talebi K, Schütz J, Aas G (2003) Influence of some site conditions on qualitative characteristics of beech saplings. Iran J Natl Res 55:505–520 (in Persian)

    Google Scholar 

  • Sefidi K, Marvi Mohajer MR, Mosandel R, Copenheaver CA (2011) Canopy gaps and regeneration in old-growth Oriental beech (Fagus orientalis Lipsky) stands, northern Iran. For Ecol Manag 262:1094–1099

    Article  Google Scholar 

  • Sefidi K, Marvie Mohadjer MR, Etemad V, Mosandl R (2014) Late successional stage dynamics in natural Oriental beech (Fagus orientalis Lipsky) stands in northern Iran (case study: Gorazbon district of Kheiroud-Kenar experimental forest). Iran J For Poplar Res 22:270–283

    Google Scholar 

  • Sefidi K, Copenheaver CA, Kakavand M, Behjou FK (2015) Structural diversity within mature forests in northern Iran: a case study from a relic population of Persian ironwood (Parrotia persica C.A. Meyer). For Sci 61:258–265

    Google Scholar 

  • SFFC (société Foresière de Franche-Comté) (2000) Typology of irregular harwoods stands in Franche-Comté. Thise, France (in France)

  • Shannon C (1949) The mathematical theory of communication. University of Illinois Press, Urbana

  • Sheil D (2001) Conservation and biodiversity monitoring in the tropics: realities, priorities and distraction. Conserv Biol 15:1179–1182

    Article  Google Scholar 

  • Shorohova E, Kuuluvainen T, Kangur A, Jogiste K (2009) Natural stand structures, disturbance regimes and successional dynamics in the Eurasian boreal forests: a review with special reference to Russian studies. Ann For Sci 66:201–221

    Article  Google Scholar 

  • Silver EJ, D’Amato AW, Fraver S, Palik BJ, Bradford JB (2013) Structure and development of old-growth, unmanaged second-growth, and extended rotation Pinus resinosa forests in Minnesota, USA. For Ecol Manag 291:110–118

    Article  Google Scholar 

  • Sterba H (2004) Equilibrium curves and growth models to deal with forests in transition to uneven-aged structure- application in two sample stands. Silva Fenn 38:413–423

    Article  Google Scholar 

  • Sterba H (2008) Diversity indices based on angle count sampling and their interrelationships when used in forest inventories. Forestry 81:587–597

    Article  Google Scholar 

  • Valbuena R, Packalen P, Martin-Fernandez S, Maltamo M (2012) Diversity and equitability ordering profiles applied to study forest structure. For Ecol Manag 276:185–195

    Article  Google Scholar 

  • Van den meersschaut D, Vandekerkhov K (1998) Development of a stand-scale forest biodiversity index based on the state forest inventory. In: Hansen M, Burk T (eds) Integrated tools for natural resource inventories in the 21st century. USDA, Boise, p. 340–349

    Google Scholar 

  • Vanclay JK (1994) Modelling forest growth and yield applications to mixed tropical forests. CAB International, Wallingford

    Google Scholar 

  • Ver Planck NR, MacFarlane DW (2012) Cumulative volume and mass profiles for dominants stems and whole trees tested for northern hardwoods. In: Moving from status to trends: forest inventory and analysis symposium, December 4–6, pp 391–395

  • Williams R, Doessel D (2006) Measuring inequality: tools and an illustration. Int J Equity Health 5:1–8

    Article  Google Scholar 

  • Yoccoz N, Nicholas J, Boulinier T (2001) Monitoring of biological diversity in space and time. Trends Ecol Evol 16:446–453

    Article  Google Scholar 

  • Yousefzadeh H, Hosseinzadeh A, Tabari M, Sattarian A, Assadi M (2012) Utility of IST region sequence and structure for molecular identification of Tilia species from Hyrcanian forests, Iran. Plant Syst Evol 298:947–961

    Article  Google Scholar 

  • Zagonel A (2002) Model conceptualization in group model building: a review of the literature exploring the tension between representing reality and negotiating a social order. In: Proceedings of the 2002 international conference of the system dynamics society, Palermo, Italy, July 28–August 1, pp 1–68

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Correspondence to Mohsen Javanmiri Pour.

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Project funding: This project has been conducted by support of research credit (No: 89034) from the University of Tehran.

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Corresponding editor: Hu Yanbo.

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Pour, M.J., Mohadjer, M.R.M., Etemad, V. et al. Determining structural variation in a managed mixed stand in an old-growth forest, northern Iran. J. For. Res. 30, 1859–1871 (2019). https://doi.org/10.1007/s11676-018-0736-0

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