Abstract
Hydrology underpins wetland ecology and vegetation characteristics, but there are few detailed studies on the ecohydrology of north-temperate forested wetlands, specifically on water table dynamics and various metrics of vegetation composition and structure. Using regression and redundancy analysis (RDA), we examined how woody- and ground-vegetation attributes are associated with wetland hydroperiod and other parameters of water table dynamics in forested wetlands within Gatineau Park, Canada. Hydroperiod (i.e., wet period duration) was the most important predictor for tree density and regeneration, and ground vegetation diversity. However, it was not associated with differences in tree community (coniferous vs. hardwood). The average water table position (WTP) of the wet period best explained variations in dead tree size and shrub abundance, and the median WTP was the only significant predictor for tree health. The dry period standard deviation of WTP was the best predictor for woody vegetation wetland species abundance. Similarly, the growing season median WTP explained the most variance in tree height, and average WTP was a better predictor of ground vegetation wetland species abundance, whereas the standard deviation was the best predictor of hardwood-coniferous tree proportion. The final RDA model found 62% of the total variance in vegetation variables to be explained by hydrometric variables, and the most important covariates were the growing season average WTP, hydroperiod, and wet period median WTP. Our results show that hydrometric variables of the growing season WTP as well as separate WTP statistics for both wet and dry periods, can help elucidate vegetation-hydrology associations in forested wetlands.
Similar content being viewed by others
Data Availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
References
Allen ST, Keim RF, Dean TJ (2019) Contrasting effects of flooding on tree growth and stand density determine aboveground production, in baldcypress forests. Forest Ecology and Management 432:345–355. https://doi.org/10.1016/j.foreco.2018.09.041
Asada T, Warner BG, Pojar J (2003) Environmental factors responsible for shaping an open peatland forest complex on the hypermaritime north coast of British Columbia. Canadian Journal of Forest Research 33(12):2380–2394
Bazoge A, Lachance D, Villeneuve C (2014) Identification et délimitation des milieux humides du Québec méridional, Ministère du Développement durable, de l’Environnement et de la Lutte contre les changements climatiques, Direction de l’écologie et de la conservation et Direction des politiques de l’eau, 64 p
Bedford BL, Walbridge MR, Aldous A (1999) Patterns in nutrient availability and plant diversity of temperate North American wetlands. Ecology 80(7):2151–2169
Bernal B, Mitsch WJ (2012) Comparing carbon sequestration in Temperate freshwater wetland communities. Global Change Biology 18 (5):1636–47. https://doi-org.proxy.library.carleton.ca/10.1111/j.1365-2486.2011.02619.x
Bledsoe BP, Shear TH (2000) Vegetation along hydrologic and edaphic gradients in a North Carolina coastal plain creek bottom and implications for restoration. Wetlands 20:126–147. https://doi.org/10.1672/0277-5212(2000)020[0126VAHAEG]2.0.CO;2
Borcard D, Gillet F, Legendre P (2011) Use R! Numerical Ecology with R. Gentleman R, Hornik K, Parmigiani G, (ed). Springer New York Dordrecht London Heidelberg, 315 p. https://doi.org/10.1007/978-0-387-78171-6
Brooks RT (2000) Annual and seasonal variation and the effects of hydroperiod on benthic macroinvertebrates of seasonal forest (‘“vernal”’) ponds in central Massachusetts. Wetlands 20:707–715. https://doi.org/10.1672/0277-5212(2000)020[0707:AASVAT]2.0.CO;2
Bubier JL, Moore TR, Crosby G (2006) Fine-scale vegetation distribution in a cool temperate peatland. Canadian Journal of Botany 84(6):910–923. https://doi.org/10.1139/B06-044
Calhoun AJ, Jansujwicz JS, Bell KP, JrML H (2014) Improving management of small natural features on private lands by negotiating the science–policy boundary for Maine vernal pools. Proceedings of the National Academy of Sciences 111(30):11002–11006. https://doi.org/10.1073/pnas.132360611
Canadian Forest Inventory Committee (CFIC) (2008) Canada's National Forest Inventory-Ground Sampling Guidelines, Version 5.0, 271 p. https://d1ied5g1xfgpx8.cloudfront.net/pdfs/29402.pdf. Accessed 12 Feb 2019
Cianciolo TR, Diamond JS, McLaughlin DL, Slesak RA, D’Amato AW, Palik BJ (2021) Hydrologic variability in black ash wetlands: implications for vulnerability to Emerald Ash Borer. Hydrological Processes 35(4): e14014. https://doi-org.proxy.library.carleton.ca/10.1002/hyp.14014
Conner WH, Mihalia I, Wolfe J (2002) Tree community structure and changes from 1987 to 1999 in three Louisiana and three South Carolina forested wetlands. Wetlands 22:58–70. https://doi.org/10.1672/0277-5212(2002)022[0058:TCSACF]2.0.CO;2
Conner WH, Duberstein JA, Day JW, Hutchinson S (2014) Impacts of changing hydrology and hurricanes on forest structure and growth along a flooding/elevation gradient in a south Louisiana forested wetland from 1986 to 2009. Wetlands 34(4):803–814. https://doi.org/10.1007/s13157-014-0543-0
Correa-Araneda FJ, Urrutia J, Soto-Mora Y, Figueroa R, Hauenstein E (2012) Effects of the hydroperiod on the vegetative and community structure of freshwater forested wetlands, Chile. Journal of Freshwater Ecology 27(3):459–470. https://doi.org/10.1080/02705060.2012.668719
Crockett AC, Ronayne MJ, Cooper DJ (2016) Relationships between vegetation type, peat hydraulic conductivity, and water table dynamics in mountain fens. Ecohydrology 9(6):1028–1038. https://doi.org/10.1002/eco.1706
Czerwinski CJ, King DJ, Mitchell SW (2014) Mapping forest growth and decline in a temperate mixed forest using temporal trend analysis of Landsat imagery, 1987–2010. Remote Sensing of Environment 141:188–200. https://doi.org/10.1016/j.rse.2013.11.006
Diamond JS, McLaughlin D, Slesak R, D’Amato A, Palik B (2018) Forested versus herbaceous wetlands: Can management mitigate ecohydrologic regime shifts from invasive emerald ash borer? Journal of Environmental Management 222:436–446. https://doi.org/10.1016/j.jenvman.2018.05.082
Díaz-Paniagua C, Fernández-Zamudio R, Florencio M, García-Murillo P, Gómez-Rodríguez C, Portheault A, Serrano L, Siljeström P (2010) Temporary ponds from Donana National Park: a system of natural habitats for the preservation of aquatic flora and fauna. Limnetica 29(1):41–58
Duval TP, Waddington JM, Branfireun BA (2012) Hydrological and biogeochemical controls on plant species distribution within calcareous fens. Ecohydrology 5(1):73–89. https://doi.org/10.1002/eco.202
Dwire KA, Kauffman JB, Baham JE (2006) Plant species distribution in relation to water table depth and soil redox potential in Montane riparian meadows. Wetlands 26(1):131–146. https://doi.org/10.1672/0277-5212(2006)26[131:PSDIRT]2.0.CO;2
Estes LD, Reillo PR, Mwangi AG, Okin GS, Shugart HH (2010) Remote sensing of structural complexity indices for habitat and species distribution modeling. Remote Sensing of Environment 114(4):792–804. https://doi.org/10.1016/j.rse.2009.11.016
Flinn KM, Lechowicz MJ, Waterway MJ (2008) Plant species diversity and composition of wetlands within an upland forest. American Journal of Botany 95(10):1216–1224. https://doi.org/10.3732/ajb.0800098
Foti R, Del Jesus M, Rinaldo A, Rodriguez-Iturbe I (2012) Hydroperiod regime controls the organization of plant species in wetlands. Proceedings of the National Academy of Sciences of the United States of America 109(48):19596–19600. https://doi.org/10.1073/pnas.1218056109
Gaberščik A, Krek JL, Zelnik I (2018) Habitat diversity along a hydrological gradient in a complex wetland result in high plant species diversity. Ecological Engineering 118:84–92. https://doi.org/10.1016/j.ecoleng.2018.04.017
Girardin M-P, Tardif J, Bergeron Y (2001) Gradient analysis of Larix laricina dominated wetlands in Canada’s southeastern boreal forest. Canadian Journal of Botany 79(4):444–456. https://doi.org/10.1139/b01-023
Grömping U (2006) Relative importance for linear regression in R: The Package ‘relaimpo’. Journal of Statistical Software 17:1. http://www.jstatsoft.org/. Accessed 3 Jul 2020
Hale SE, Edwards C (2002) Comparison of film and digital hemispherical photography across a wide range of canopy densities. Agricultural and Forest Meteorology 112:51–56. https://doi.org/10.1016/S0168-1923(02)00042-4
Hanberry BB, Kabrick JM, He HS, Palik BJ (2012) Historical trajectories and restoration strategies for the Mississippi River Alluvial Valley. Forest Ecology and Management 280:103–111. https://doi.org/10.1016/j.foreco.2012.05.033
Hong MG, Nam BE, Kim JG (2021) Effects of microtopography and nutrients on biomass production and plant species diversity in experimental wetland communities. Ecological Engineering 159:106125. https://doi.org/10.1016/j.ecoleng.2020.106125
Hörnberg G, Zackrisson O, Segerstrom U, Svensson BW, Ohlson M, Bradshaw RHW (1998) Boreal swamp forests. Biodiversity “hotspots” in an impoverished forest landscape. BioScience 48(10):795–802. https://doi.org/10.2307/1313391
Hose GC, Bailey J, Stumpp C, Fryirs K (2014) Groundwater depth and topography correlate with vegetation structure of an upland peat swamp, Budderoo Plateau, NSW, Australia. Ecohydrology 7(5):1392–1402. https://doi.org/10.1002/eco.1465
Hough-Snee N (2020) Palustrine forested wetland vegetation communities change across an elevation gradient, Washington State, USA. PeerJ 8:e8903. https://doi.org/10.7717/peerj.8903
Ishii H, Asano S (2010) The role of crown architecture, leaf phenology and photosynthetic activity in promoting complementary use of light among coexisting species in temperate forests. Ecological Research 25(4):715–722. https://doi.org/10.1007/s11284-009-0668-4
James G, Witten D, Hastie T, Tibshirani R (2013) An introduction to statistical learning. In: Casella G, Fienberg S, Olkin I (eds) vol 112. Springer, Dordrecht Heidelberg London New York, p 426
Jeglum JK, He F (1995) Pattern and vegetation-environment relationships in a boreal forested wetland in northeastern Ontario. Canadian Journal of Botany 73:629–637. https://doi.org/10.1139/b95-067
Johnson YB, Shear TH, James AL (2012) Identifying ecohydrological patterns in natural forested wetlands useful to restoration design. Ecohydrology 5(3):368–379. https://doi.org/10.1002/eco.227
Johnson YB, Shear TH, James AL (2014) Novel ways to assess forested wetland restoration in North Carolina using ecohydrological patterns from reference sites. Ecohydrology 7(2):692–702. https://doi.org/10.1002/eco.1390
Johnson JB, Steingraeber DA (2003) The vegetation and ecological gradients of calcareous mires in the South Park Valley, Colorado. Canadian Journal of Botany 81(3):201–219. https://doi.org/10.1139/b03-017
Kabacoff RI (2015) R in action, 2nd edn. Manning Publications, Shelter Island, p 608
Keim RF, Chambers JL, Hughes MS, Nyman JA, Miller CA, Amos BJ, Conner WH, Day JW, Faulkner SP, Gardiner ES, King SL (2006) Ecological consequences of changing hydrological conditions in wetland forests of coastal Louisiana. Coastal Environment and Water Quality 31:383–396
Kendall RA, Harper KA, Burton D, Hamdan K (2021) The role of temperate treed swamps as a carbon sink in southwestern Nova Scotia. Canadian Journal of Forest Research 51:78–88. https://doi.org/10.1139/cjfr-2019-0311
Kenkel NC (1987) Trends and interrelationships in boreal wetland vegetation. Canadian Journal of Botany 65:12–22
Kikuzawa K (1995) Leaf phenology as an optimal strategy for carbon gain in plants. Canadian Journal of Botany 73(2):58–163. https://doi.org/10.1139/b95-019
King DJ, Olthof I, Pellikka PKE, Seed ED, Butson C (2005) Modelling and mapping damage to forests from an ice storm using remote sensing and environmental data. Natural Hazards 35:321–342. https://doi.org/10.1007/s11069-004-1795-4
Langlois MN, Price JS, Rochefort L (2015) Landscape analysis of nutrient-enriched margins (lagg) in ombrotrophic peatlands. Science of the Total Environment 505:573–586. https://doi.org/10.1016/j.scitotenv.2014.10.007
Lapointe PA, Faubert ASJ (2009) Flore de certains affleurements rocheux et milieux humides du centre et de l’ouest du parc de la Gatineau. Rapport préparé pour la Commission de la capitale nationale dans le cadre des ententes n° 8484 et n° 8547, février 2009.
Legendre P, Legendre L (2003) Numerical ecology, 2nd English Edition. Elsevier, Amsterdam, 870 p
Lenssen J, Menting F, Van Der Putten W, Blom K (1999) Control of plant species richness and zonation of functional groups along a freshwater flooding gradient. In Source: Oikos 86 (93). https://about.jstor.org/terms. Accessed 14 Dec 2020
Locky DA, Bayley SE, Vitt DH (2005) The vegetational ecology of black spruce swamps, fens, and bogs in southern boreal Manitoba, Canada. Wetlands 25:564–582. https://doi.org/10.1672/0277-5212(2005)025[0564:TVEOBS]2.0.CO;2
Looney CE, D’Amato AW, Palik BJ, Slesak RA, Slater MA (2017) The response of Fraxinus nigra forest ground-layer vegetation to emulated emerald ash borer mortality and management strategies in northern Minnesota, USA. Forest Ecology and Management 389:352–363. https://doi.org/10.1016/j.foreco.2016.12.028
Lopoukhine N (1974) The forests and associated vegetation of Gatineau Park, Quebec. Forest Management Institute Information Report FMR-X-58, Study FM-72. Ottawa, ON, Canada, 66 p
Lou Y, Pan Y, Gao C, Jiang M, Lu X, Xu YJ (2016) Response of plant height, species richness and aboveground biomass to flooding gradient along vegetation zones in floodplain wetlands. PLoS One 11(4):e0153972. https://doi.org/10.1371/journal.pone.0153972
Ma M, Zhu Y, Wei Y, Zhao N (2021) Soil nutrient and vegetation diversity patterns of alpine wetlands on the Qinghai-Tibetan Plateau. Sustainability 13(11):6221. https://doi.org/10.3390/su13116221
Malhotra A, Roulet NT, Wilson P, Giroux-Bougard X, Harris LI (2016) Ecohydrological feedbacks in peatlands: an empirical test of the relationship among vegetation, microtopography and water table. Ecohydrology 9(7):1346–1357. https://doi.org/10.1002/eco.1731
McElhinny C, Gibbons P, Brack C (2006) An objective and quantitative methodology for constructing an index of stand structural complexity. Forest Ecology and Management 235(1–3):54–71. https://doi.org/10.1016/j.foreco.2006.07.024
Mitsch WJ, Gosselink JG (2015) Wetlands, 5th edn. John Wiley, New York, USA, p 474
National Capital Commission (NCC) (2016) Annual Report of 2015 – 2016. http://www.ncc-ccn.gc.ca/sites/default/files/pubs/annualreport2015-16_e_web.pdf. Accessed 14 Apr 2017
National Capital Commission (NCC) (2021) Gatineau Park Master Plan. https://ncc-ccn.gc.ca/our-plans/gatineau-park-master-plan. Accessed 30 Jul 2021
National Wetlands Working Group (NWWG) (1997) The Canadian Wetlands Classification System, 2nd Edition. Warner BG, Rubec CDA (ed). The Wetlands Research Centre, University of Waterloo, ON, Canada. 76 p
Neumann M, Starlinger F (2001) The significance of different indices for stand structure and diversity in forests. Forest Ecology and Management 145(1–2):91–106. https://doi.org/10.1016/S0378-1127(00)00577-6
Osborne JW, Costello AB (2004) Sample size and subject to item ratio in principal components analysis. Practical Assessment, Research, and Evaluation 9:11. https://doi.org/10.7275/ktzq-jq66
OWES (2014) Ontario Wetland Evaluation System, Southern Manual, 3rd Edition. Version 3.3, 296 p
Palik BJ, Ostry ME, Venette RC, Abdela E (2012) Tree regeneration in black ash (Fraxinus nigra) stands exhibiting crown dieback in Minnesota. Forest Ecology and Management 269:26–30. https://doi.org/10.1016/j.foreco.2011.12.020
Parolin P, Wittmann F (2010) Struggle in the flood: tree responses to flooding stress in four tropical floodplain systems. AoB Plants 2010:plq003. https://doi.org/10.1093/aobpla/plq003
Pasher J, King DJ (2010) Multivariate forest structure modelling and mapping using high resolution airborne imagery and topographic information. Remote Sensing of Environment 114(8):1718–1732. https://doi.org/10.1016/j.rse.2010.03.005
Pasher J, King DJ (2011) Development of a forest structural complexity index based on multispectral airborne remote sensing and topographic data. Canadian Journal of Forest Research 41:44–58. https://doi.org/10.1139/X10-175
Pellerin S, Lagneau LA, Lavoie M, Larocque M (2009) Environmental factors explaining the vegetation patterns in a temperate peatland. Comptes Rendus - Biologies 332(8):720–731. https://doi.org/10.1016/j.crvi.2009.04.003
Pielou EC (1984) The interpretation of ecological data: a primer on classification and ordination. John Wiley and Sons, New York, p 263
Pretzsch H (2010) Forest dynamics, growth and yield from measurement to model. Springer-Verlag Berlin Heidelberg, Germany. 664 p. /https://doi.org/10.1007/978-3-540-88307-4
R Core Team (2020) R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/. Accessed 10 Apr 2020
Rao CR (1964) The use and interpretation of principal component analysis in applied research. Sankhya: The Indian Journal of Statistics Series A (1961–2002), 26(4):329–358. http://www.jstor.org/stable/25049339. Accessed 27 Aug 2022
Ren H, Shi F, Mao R, Guo Y, Zhao W (2020) Response of individual sizes and spatial patterns of Deyeuxia angustifolia to increasing water level gradient in a freshwater wetland. Environmental Science and Pollution Research 27(14):17085–17092. https://doi.org/10.1007/s11356-020-08283-5
Rosenberry DO, Hayashi M (2013) Assessing & measuring wetland hydrology. In: Anderson JT, Davis CA (eds). Wetland Techniques, Volume 1: Foundations. Springer Netherlands, pp 87–255. https://doi.org/10.1007/978-94-007-6860-4
Slesak RA, Lenhart CF, Brooks KN, D’Amato AW, Palik BJ (2014) Water table response to harvesting and simulated emerald ash borer mortality in black ash wetlands in Minnesota, USA. Canadian Journal of Forest Resources 44(8):961–968. https://doi.org/10.1139/cjfr-2014-0111
Tiner RW (2003) Geographically isolated wetlands of the United States. Wetlands 23:494–516. https://doi.org/10.1672/0277-5212(2003)023[0494:GIWOTU]2.0.CO;2
Todd JM, Muneepeerakul R, Pumo D, Azaele S, Miralles-Wilhelm F, Rinaldo A, Rodriguez-Iturbe I (2010) Hydrological drivers of wetland vegetation community distribution within Everglades National Park, Florida. Advances in Water Resources 33(10):1279–1289. https://doi.org/10.1016/j.advwatres.2010.04.003
Torontow V, King D (2012) Forest complexity modelling and mapping with remote sensing and topographic data: a comparison of three methods. Canadian Journal of Remote Sensing 37(4):387–402. https://doi.org/10.5589/m11-047
Verry ES (1997) Hydrological processes of natural, northern forested wetlands. In: Trettin CC, Jurgensen MF, Grigal DF, Gale MR, Jeglum JK (eds) Northern forested wetlands: ecology and management. CRC Press, Lewis Publishers, New York, pp 163–188
Vose JM, Miniat CF, Luce CH, Asbjornsen H, Caldwell PV, Campbell JL, Grant GE, Isaak DJ, Loheide SP, Sun G (2016) Ecohydrological implications of drought for forests in the United States. Forest Ecology and Management 380:335–345. https://doi.org/10.1016/j.foreco.2016.03.025
Warner BG, Asada T (2006) Biological diversity of peatlands in Canada. Aquatic Sciences 68(3):240–253. https://doi.org/10.1007/s00027-006-0853-2
Weiss M, Baret F (2017) CAN-EYE: an imaging software developed at the Mediterranean Environment and Agro-hydro System Modelling (EMMAH) in the French National Institute of Agricultural Research (INRA). http://www6.paca.inra.fr/can_eye. Accessed 11 Feb 2021
Wittmann F, Wittmann AO (2010) Use of Amazonian Floodplain Trees. In: Junk W, Piedade M, Wittmann F, Schöngart J, Parolin P (eds). Amazonian floodplain forests. Ecophysiology, biodiversity and sustainable management, ecological studies (Analysis and Synthesis) vol 210. Springer, Dordrecht Heidelberg London New York, 389–418 p. https://doi.org/10.1007/978-90-481-8725-6_19
Zedler PH (2003) Vernal pools and concept of isolated wetlands. Wetlands 23(3):597–607. https://doi.org/10.1672/0277-5212(2003)023[0597:VPATCO]2.0.CO;2
Acknowledgements
We are grateful to the National Capital Commission for access to Gatineau Park and for providing general information about the park that was useful mainly for wetlands selection. Many thanks to Birendra Sapkota, Makaiba Reid, and Tim Kebbel for their extensive help in the field, as well as Cassandra Michel and Foster Elliott. We would also like to thank Quang Ngo and Dan Bert for their help in arranging field equipment and vehicles. The continuous feedback and advice from Elyn Humphreys have been greatly appreciated. We appreciate Kevin Devito and two anonymous reviewers for their constructive feedback.
Funding
This research was supported by NSERC Discovery Grants to Murray Richardson and Doug King. Carleton University’s Department of Geography and Environmental Studies, Geomatics and Landscape Ecology Laboratory (GLEL), and Water and Ice Research Laboratory (WIRL) provided field equipment and data processing infrastructure used in this research.
Author information
Authors and Affiliations
Contributions
Ambika Paudel was involved in conceptualization, planning, field and laboratory studies, and writing the manuscript. Murray Richardson helped in conceptualization, planning, supervision and editing the manuscript. Doug King was involved in conceptualization, planning and supervision.
Corresponding author
Ethics declarations
Competing Interests
The authors have no financial or non-financial interests to disclose.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Dedication
We dedicate this paper to the memory of Dr. Doug King—a great professor, researcher, and friend who is hugely missed by us. Ambika Paudel is fortunate to have spent time under his guidance.
This article is part of the Topical Collection on Forested Wetlands.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Paudel, A., Richardson, M. & King, D. Vegetation Structure and Composition in Small Forested Wetlands and Their Associations With Water Table Dynamics. Wetlands 43, 82 (2023). https://doi.org/10.1007/s13157-023-01729-9
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s13157-023-01729-9