Skip to main content
Log in

Spatial correlation of pit and mound topography with canopy gaps in a virgin mixed beech forest, northern Iran

  • Original Paper
  • Published:
Journal of Forestry Research Aims and scope Submit manuscript

Abstract

In a reserved forest parcel in a virgin eastern Hyrcanian mixed beech forest, 80 ha was surveyed to determine the pit and mound topography, canopy gaps and dead trees. The aim was to investigate the spatial patterns and correlation of pit and mound features with canopy gaps. Seventy-five canopy gaps and 61 pit and mound features were identified. The univariate first order nearest neighbor (RCE) and bivariate second order test (Ripley’s K) statistic were applied. RCE statistics highlighted a general aggregation pattern for canopy gaps and pits and mounds, while pits and mounds alone were more clumped. Distances between canopy gaps were 130 m average, whereas distances between pit and mound features and dead trees were 60 and 78 m, respectively. Spatial positive correlation of canopy gaps with pits and mounds were observed with all distances. The result of spatial correlations between canopy gaps with pits and mounds confirmed that windthrows cause micro successions in fallen tree ecosystem-scale correlated with gap phase dynamics in the forest community-scale.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Notes

  1. Complete Spatial Randomness (CSR) is a standard model, describes a point process and states that the events follow a homogeneous Poisson Process over the study region (Maimon and Rokach 2010).

References

  • Akhavan R, Sagheb-Talebi Kh, Zenner EK, Safavimanesh F (2012) Spatial patterns in different forest development stages of an intact old-growth oriental beech forest in the Caspian region of Iran. Eur J For Res 125(1):225–237

    Google Scholar 

  • Clark PJ, Evans FC (1954) Distance to nearest neighbor as a measure of spatial relationships in populations. Ecology 35:445–453

    Article  Google Scholar 

  • Clinton BD, Baker C (2000) Catastrophic windthrow in the Southern Appalachians: characteristics of pits and mounds and initial vegetation responses. For Ecol Manag 126:51–60

    Article  Google Scholar 

  • Dounavi A, Koutsias N, Ziehe H, Hattemer H (2010) Spatial patterns and genetic structures within beech populations (Fagus sylvatica L.) of forked and non-forked individuals. Eur J For Res 129:1191–1202

    Article  Google Scholar 

  • Duncan RP, Stewart GH (1991) The temporal and spatial analysis of tree age distributions. Can J For Res 21:1703–1710

    Article  Google Scholar 

  • Habashi H, Hosseini SM, Mohammadi J, Rahmani R (2007) Stand structure and spatial pattern of trees in mixed Hyrcanian beech forests of Iran. Iran J For Poplar Res 15:55–64

    Google Scholar 

  • Heiri C, Wolf A, Rohrer L, Bugmann H (2009) Forty years of natural dynamics in Swiss beech forests: structure, composition, and the influence of former management. Ecol Appl 19(7):1920–1934

    Article  CAS  PubMed  Google Scholar 

  • Jonsson BG (1993) Treefall disturbance, succession, and diversity in boreal forest floor vegetation. Doctoral Dissertation. University of Umea Sweden

  • Kan B, Wang Q, Wu W (2015) The influence of selective cutting of mixed Korean pine (Pinus koraiensis Sieb. et Zucc.) and broad-leaf forest on rare species distribution patterns and spatial correlation in Northeast China. J For Res 26(4):833–840

    Article  Google Scholar 

  • Kooch Y, Hosseini SH, Mohammadi J, Hojjati SM (2013) Effects of pit and mound landscape on soil ecosystem engineers at local scales-a case Study in Hyrcanian forest. Mol Soil Biol 4(1):7–15

    Google Scholar 

  • Krebs CJ (1994) Ecology: the experimental analysis of distribution and abundance, 4th edn. Harper Collins, New York

    Google Scholar 

  • Kunstler J, Curt T, Lepart J (2004) Spatial pattern of beech (Fagus csylvatica L.) and Oak (Quercus pubescens Mill) seedling in natural pine (Pinus sylvestris L.) wood lands. Eur J For Res 123:331–337

    Article  Google Scholar 

  • Liebhold AM, Gurevitch J (2002) Integrating the statistical analysis of spatial data in ecology. Ecography 25:553–557

    Article  Google Scholar 

  • Liechty HO, Jurgensen MF, Mroz GD, Gale MR (1997) Pit and mound topography and its influence on storage of carbon, nitrogen, and organic matter within an old-growth forest. Can J For Res 27(12):1992–1997

    Article  CAS  Google Scholar 

  • Maimon O, Rokach L (2010) Data mining and knowledge discovery handbook, 2nd edn. Springer, New York, pp 851–852

    Book  Google Scholar 

  • Martinez I, Wiegand T, Gonzalez-Taboada F, Obesco JR (2010) Spatial associations among tree species in a temperate forest community in North-western Spain. For Ecol Manag 260:456–465

    Article  Google Scholar 

  • Marvie Mohadjer MR (2007) Silviculture. Tehran University Publications, Tehran

    Google Scholar 

  • Mcsweeney K, Meyers NL (1995) Influence of windthrow on soil properties in northern Wisconsin. Soil Sci Soc Am J 59:871–876

    Article  Google Scholar 

  • Moeur M (1993) Characterizing spatial patterns of trees using stem mapped data. For Sci 39:756–775

    Google Scholar 

  • Nagel TA, Svoboda M, Diaci J (2006) Regeneration patterns after intermediate wind disturbance in an old-growth Fagus-Abies forest in southeastern Slovenia. For Ecol Manag 226:268–278

    Article  Google Scholar 

  • Oheimb G, Westphal C, Tempel H, Hardtle W (2005) Structural pattern of a near-natural beech forest (Fagus sylvatica)(Serrahn, North-east Germany). For Ecol Manag 212(1-3):253–263

    Article  Google Scholar 

  • Paluch J (2007) The spatial pattern of a natural European beech (Fagus sylvatica L.)-silver fir (Abies alba Mill.) forest: a patch-mosaic perspective. For Ecol Manag 253:161–170

    Article  Google Scholar 

  • Parhizkar P, Sagheb-Talebi Kh, Mataji A, Namiranian M (2011) Influence of gap size and development stages on the silvicultural characteristics of oriental beech (Fagus orientalis Lipsky) regeneration. Hyrcanian J Environ Sci 9(1):55–65

    Google Scholar 

  • Perry GLW (2004) SpPack: spatial point pattern analysis in Excel using visual basic for applications (VBA). Environ Model Softw 19:559–569

    Article  Google Scholar 

  • Peterson CJ (2007) Consistent influence of tree diameter and species on damage in nine eastern North America tornado blow downs. For Ecol Manag 250:96–106

    Article  Google Scholar 

  • Phillips JD (2008) Soil system modelling and generation of field hypotheses. Geoderma 145:419–425

    Article  Google Scholar 

  • Pielou EC (1961) Segregation and symmetry in two-species populations as studied in nearest-neighbour relationships. J Ecol 49:255–269

    Article  Google Scholar 

  • Pourbabaei H, Ahani H, Bonyad AE (2005) Spatial pattern of Maple trees (Acer platanoides L.) in Guilan province. J Environ 1:24–30

    Google Scholar 

  • Raphael P, Francois G (2001) A practical approach to the study of spatial structure in simple cases of heterogeneous vegetation. J Veg Sci 12(2):99–108

    Google Scholar 

  • Ripley BD (1981) Spatial statistics. Wiley, New York

    Book  Google Scholar 

  • Runkle JR (1982) Patterns of disturbance in some old growth mesic forests of North America. Ecology 63:1533–1556

    Article  Google Scholar 

  • Sagheb-Talebi Kh, Sajedi T, Yazdian F (2004) Forests of Iran. Research Institute of Forests and Rangelands Press, Technical publication No. 339

  • Schaetzl RJ, Johnson DL, Burns SF, Small TW (1989) Tree uprooting: review of impact on forest ecology. Vegetation 79:165–176

    Article  Google Scholar 

  • Shambroch and Bokheim (2007) p 12

  • Sinclair DF (1985) On tests of spatial randomness using mean nearest neighbor distance. Ecology 66:1084–1085

    Article  Google Scholar 

  • Stone EL (1975) Winds throw influences on spatial heterogeneity in a forest soil. Mitt Eid Anst Forstl Versuchsw 51:77–87

    Google Scholar 

  • Ulanova NG (2000) The effects of windthrow on forests at different spatial scales: a review. For Ecol Manag 135:155–167

    Article  Google Scholar 

  • Waez-Mousavi SM, Habashi H (2012) Evaluating humus forms variation in an unmanaged mixed beech forest using two different classification methods. iForest - Biogeosci For 5:272–275

    Article  Google Scholar 

  • Zeibig A, Diaci J, Wagner S (2005) Gap disturbance patterns of a Fagus sylvatica virgin forest remnant in the mountain vegetation belt of Slovenia. For. Snow Landsc Res 79:69–80

    Google Scholar 

  • Zenner EK, Peck JE (2009) Characterizing structural conditions in mature managed red pine: spatial dependency of metrics and adequacy of plot size. For Ecol Manag 257:311–320

    Article  Google Scholar 

  • Zhang Q, Zhang Y, Peng S, Yirdaw E, Wu N (2009) Spatial structure of Alpine trees in mountain Baima Xueshan on the southeast Tibetan plateau. Silva Fennica 43:197–208

    Article  Google Scholar 

Download references

Acknowledgements

This paper is made possible through the help of Dr. Kooch and Ph.D. student Mrs. Moghimian for her efforts at the M.Sc. level. This project would have been impossible without the support of GAUSNR (Gorgan University of Agricultural Sciences and Natural Resources) grant. Also, I would like to thanks Dr. Ron Ayling and Dr. Chai for editing my paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hashem Habashi.

Additional information

Project funding: This study was supported by Gorgan University of Agricultural Sciences and Natural Resources.

The online version is available at http://www.springerlink.com

Corresponding editor: Chai Ruihai.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Habashi, H. Spatial correlation of pit and mound topography with canopy gaps in a virgin mixed beech forest, northern Iran. J. For. Res. 30, 295–303 (2019). https://doi.org/10.1007/s11676-018-0604-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11676-018-0604-y

Keywords

Navigation