Abstract
We explored structural mean and variation along a chronosequence in a wave-regenerated forest on Mt. Shimagare, Japan, and examined differences in the components of variation between developmental stages. Because there are several strips of stands at the same developmental stage in the forest, between- and within-strip variances (i.e., variance components) were analyzed at each stage. Three strips were selected for each of three developmental stages (one for saplings to three for mature trees), and four plots were established in each of the strips. Stem densities and stand basal areas for trees taller than 20 cm were computed for all plots. Six Bayesian ANOVA models were compared to examine the temporal patterns of stage means, total variance, and the variance components for the two stand structural parameters. The results of the model comparison suggested that the variation in stem densities decreased from the sapling stage to the mature stage, but variation in stand basal areas remained roughly constant throughout forest development. For both density and basal area, the relative magnitudes of each variance component compared to the total variance differed between stages; the ratios of between-strip variation to within-strip variation were highest at the mature stage. Our results suggest that forest structure exhibited higher variability during development of the wave-regenerated forest than was assumed in previous studies and that the variance components for the forest structure varied temporally among developmental stages. This study thus illustrated a potential application of the chronosequence approach to infer the dynamics of a spatially heterogeneous and hierarchically structured ecosystem.
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References
Benedetti-Cecchi L (2003) The importance of the variance around the mean effect size of ecological processes. Ecology 84:2335–2346. doi:10.1890/02-8011
Brassard BW, Chen HYH (2006) Stand structural dynamics of North American boreal forests. Crit Rev Plant Sci 25:115–137. doi:10.1080/07352680500348857
Carleton TJ, Wannamaker BA (1987) Mortality and self-thinning in postfire black spruce. Ann Bot (Lond) 59:621–628
Clark JS (2003) Uncertainty in ecological inference and forecasting. Ecology 84:1349–1350. doi:10.1890/0012-9658(2003)084[1349:UIEIAF]2.0.CO;2
Clark JS (2005) Why environmental scientists are becoming Bayesians. Ecol Lett 8:2–14. doi:10.1111/j.1461-0248.2004.00702.x
Coomes DA, Allen RB (2007) Mortality and tree-size distributions in natural mixed-age forests. J Ecol 95:27–40. doi:10.1111/j.1365-2745.2006.01179.x
Cullinan VI, Simmons MA, Thomas JM (1997) A Bayesian test of hierarchy theory: scaling up variability in plant cover from field to remotely sensed data. Landscape Ecol 12:273–285. doi:10.1023/A:1007962415318
Drake DR, Mueller-Dombois D (1993) Population development of rain forest trees on a chronosequence of Hawaiian lava flows. Ecology 74:1012–1019. doi:10.2307/1940471
Foster BL, Tilman D (2000) Dynamic and static views of succession: testing the descriptive power of the chronosequence approach. Plant Ecol 146:1–10. doi:10.1023/A:1009895103017
Foster DR, Knight DH, Franklin JF (1998) Landscape patterns and legacies resulting from large, infrequent forest disturbances. Ecosystems (NY) 1:497–510. doi:10.1007/s100219900046
Fraterrigo JM, Rusak JA (2008) Disturbance-driven changes in the variability of ecological patterns and processes. Ecol Lett 11:756–770. doi:10.1111/j.1461-0248.2008.01191.x
Greenwood DL, Weisberg PJ (2008) Density-dependent tree mortality in pinyon-juniper woodlands. For Ecol Manage 255:2129–2137
Huston MA (1999) Local processes and regional patterns: appropriate scales for understanding variation in the diversity of plants and animals. Oikos 86:393–401. doi:10.2307/3546645
Iwaki H, Totsuka T (1959) Ecological and physiological studies on the vegetation of Mt. Shimagare II. On the crescent-shaped “Dead trees strips” in the Yatsugatake and the Chichibu Mountains. Bot Mag Tokyo 72:413–420
Iwasa Y, Sato K, Nakashima S (1991) Dynamic modeling of wave regeneration (Shimagare) in subalpine Abies forests. J Theor Biol 152:143–158. doi:10.1016/S0022-5193(05)80448-5
Kashian DM, Turner MG, Romme WH, Lorimer CG (2005) Variability and convergence in stand structural development on a fire-dominated subalpine landscape. Ecology 86:643–654. doi:10.1890/03-0828
Kimura M (1982) Changes in population structure, productivity and dry matter allocation with the progress of wave regeneration of Abies stands in Japanese subalpine regions. In: Waring RH (ed) Carbon uptake and allocation in subalpine ecosystems as a key to management. Oregon State University, Oregon, pp 57–63
Kohyama T (1982) Studies on the Abies population of Mt. Shimagare 2. Reproductive and life history traits. Bot Mag Tokyo 95:167–181. doi:10.1007/BF02488583
Kohyama T (1988) Etiology of “Shimagare” dieback and regeneration in subalpine Abies forests of Japan. GeoJournal 17:201–208. doi:10.1007/BF02432923
Kohyama T, Fujita N (1981) Studies on the Abies population of Mt. Shimagare 1. Survivorship curve. Bot Mag Tokyo 94:55–68. doi:10.1007/BF02490203
Landres PB, Morgan P, Swanson FJ (1999) Overview of the use of natural variability concepts in managing ecological systems. Ecol Appl 9:1179–1188
Lecomte N, Simard M, Fenton N, Bergeron Y (2006) Fire severity and long-term ecosystem biomass dynamics in coniferous boreal forests of eastern Canada. Ecosystems (NY) 9:1215–1230. doi:10.1007/s10021-004-0168-x
Levin SA (1992) The problem of pattern and scale in ecology. Ecology 73:1943–1967. doi:10.2307/1941447
Lutz JA, Halpern CB (2006) Tree mortality during early forest development: a long-term study of rates, causes, and consequences. Ecol Monogr 76:257–275. doi:10.1890/0012-9615(2006)076[0257:TMDEFD]2.0.CO;2
McCarthy MA (2007) Bayesian methods for ecology. Cambridge University Press, Cambridge
Mohler CL, Marks PL, Sprugel DG (1978) Stand structure and allometry of trees during self-thinning of pure stands. J Ecol 66:599–614. doi:10.2307/2259153
Nakashizuka T (1984) Regeneration process of crimax beech (Fagus crenata Brume) Forests V population dynamics of beech in a regeneration process. Jpn J Ecol 34:411–419
O’Neill RV (1989) Perspectives in hierarchy and scale. In: Roughgarden J, May RM, Levin SA (eds) Perspectives in ecological theory. Princeton University Press, Princeton, pp 140–156
O’Neill RV, DeAngelis DL, Waide JB, Allen TFH (1986) A hierarchical concept of ecosystems. Princeton University Press, Princeton
Oliver CD, Larson BC (1996) Forest stand dynamics. Willey, New York
Oshima Y, Kimura M, Iwaki H, Kuroiwa S (1958) Ecological and physiological studies on the vegetation of Mt. Shimagare. Bot Mag Tokyo 71:289–301
Pickett STA (1989) Space-for-time substitution as an alternative to long-term studies. In: Likens GE (ed) Long-term studies in ecology: approaches and alternatives. Springer, Berlin Heidelberg New York, pp 110–135
Pickett STA, White PS (1985) The ecology of natural disturbance and patch dynamics. Academic Press, San Diego
Pinel-Alloul P (1995) Spatial heterogeneity as a multiscale characteristic of zooplankton community. Hydrobiologia 300–301:17–42. doi:10.1007/BF00024445
Qian SS, Shen Z (2007) Ecological applications of multilevel analysis of variance. Ecology 88:2489–2495. doi:10.1890/06-2041.1
R development Core Team (2008) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Sato T (1994) Stand structure and dynamics of wave-type Abies sachalinensis coastal forest. Ecol Res 9:77–84. doi:10.1007/BF02347244
Silvertown J, Dodd M (1999) The demographic cost of reproduction and its consequences in balsam fir (Abies balsamea). Am Nat 154:321–331. doi:10.1086/303238
Spiegelhalter D, Thomas A, Best N, Lunn D (2003) WinBUGS 1.4 Manual. Imperial College and Medical Research Council, London
Sprugel DG (1976) Dynamic structure of wave-regenerated Abies balsamea forests in the northeastern United States. J Ecol 64:889–911. doi:10.2307/2258815
Sprugel DG (1984) Density, biomass, productivity, and nutrient-cycling changes during stand development in wave-regenerated balsam fir forests. Ecol Monogr 54:165–186. doi:10.2307/1942660
Sturtz S, Ligges U, Gelman A (2005) R2WinBUGS: a package for running WinBUGS from R. J Stat Softw 12:1–16
Tadaki Y, Sato A, Sakurai S, Takeuchi I, Kawahara T (1977) Studies on the production structure of forest. XVIII. Structure and primary production in subalpine “dead trees strips” Abies forest near Mt. Asahi. Jpn J Ecol 27:83–90
Turner MG, Baker WL, Peterson CJ, Peet RK (1998) Factors influencing succession: lessons from large, infrequent natural disturbances. Ecosystems (NY) 1:511–523. doi:10.1007/s100219900047
Turner MG, Tinker DB, Romme WH, Kashian DM, Litton CM (2004) Landscape patterns of sapling density, leaf area, and aboveground net primary production in postfire lodgepole pine forests, Yellowstone National Park (USA). Ecosystems (NY) 7:751–775. doi:10.1007/s10021-004-0011-4
Ugawa S, Iwamoto K, Fukuda K (2007) Coexistence of Abies mariesii and Abies veitchii in a subalpine fir-wave forest. Can J Res 37:2142–2152. doi:10.1139/X07-083
Ward EJ (2008) A review and comparison of four commonly used Bayesian and maximum likelihood model selection tools. Ecol Modell 211:1–10. doi:10.1016/j.ecolmodel.2007.10.030
Wardle DA, Walker LR, Bardgett RD (2004) Ecosystem properties and forest decline in contrasting long-term chronosequences. Science 305:509–513. doi:10.1126/science.1098778
White P (1979) Pattern, process, and disturbance in vegetation. Bot Rev 45:229–299. doi:10.1007/BF02860857
Wirth C, Schulze ED, Schulze W, von Stünzner-Karbe D, Ziegler W, Miljukova IM, Sogatchev A, Varlagin AB, Panvyorov M, Grigoriev S, Kusnetzova W, Siry M, Hardes G, Zimmermann R, Vygodskaya NN (1999) Above-ground biomass and structure of pristine Siberian Scots pine forests as controlled by competition and fire. Oecologia 121:66–80. doi:10.1007/s004420050908
Acknowledgments
We thank the Nan-Shin District Forest Office for allowing us to conduct our study at the site. We are grateful to the stimulus discussions with Drs. Koichi Takahashi and Tatsuyuki Seino. Dr. Kenichirou Shimatanitni and an anonymous reviewer made critical comments. The members of the laboratories of Animal Ecology and Plant Ecology of Tokyo Metropolitan University helped us in the field.
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Suzuki, S.N., Kachi, N. & Suzuki, JI. Changes in variance components of forest structure along a chronosequence in a wave-regenerated forest. Ecol Res 24, 1371–1379 (2009). https://doi.org/10.1007/s11284-009-0621-6
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DOI: https://doi.org/10.1007/s11284-009-0621-6