Abstract
Aims
Success in establishing upland forests on landforms constructed from overburden is determined by the characteristics of the reclamation soil covers and depth. We explored whether an ecosystem model that uses water potential gradients to simulate soil-plant-atmosphere water transfers can be used to forecast effects of water availability on plant water relations and net primary productivity (NPP) with different cover depths in these constructed landforms.
Methods
Plant water relations and growth were simulated with ecosys and tested against measured soil moisture content, rooting depth, transpiration, leaf area and biomass production in three soil cover depths over 5 years.
Results
Shallow reclamation soil cover depth caused greater water potential gradients and less soil water content, tree water uptake and growth to be modelled, consistent with measured data. Modelled transpiration increased nonlinearly with increasing cover depth, indicating a threshold depth above which additional gains in transpiration and hence NPP would be limited.
Conclusions
This study highlights the importance of sufficient cover depth on forest community end-land use re-establishment. It also demonstrated that a terrestrial ecosystem model such as ecosys can be a useful tool in forecasting land capability for reclamation soil covers of different depths and properties under diverse climates.
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Abbreviations
- ASWC:
-
Available soil water content
- AWHC:
-
Available soil water holding capacity
- C a :
-
Ambient CO2 concentration
- C b :
-
Canopy CO2 concentration
- C c :
-
Aqueous CO2 concentration in canopy chloroplasts
- C i :
-
Gaseous CO2 concentration in canopy leaves
- DOY:
-
Day of year
- E c :
-
Canopy transpiration
- f ψ :
-
Non-stomatal effects of plant water status on carboxylation
- FC:
-
Field capacity
- G :
-
Change in heat storage
- g c :
-
Canopy stomatal conductance
- GPP:
-
Gross primary productivity
- H :
-
Sensible heat flux
- K :
-
Hydraulic conductivity
- K sat :
-
Saturated hydraulic conductivity
- LAI:
-
Leaf area index
- LCCS:
-
Land Capability Classification System for Forest Ecosystems
- LE :
-
Latent heat flux
- LHS:
-
Left hand side
- MARE:
-
Mean absolute relative error
- NPP:
-
Net primary productivity
- θ :
-
Soil water contents
- P :
-
Precipitation
- PFT:
-
Plant functional type
- PMM:
-
Peat mineral mix
- PWP:
-
Permanent wilting point
- R a :
-
Autotrophic respiration
- r a :
-
Aerodynamic resistance
- r c :
-
Canopy stomatal resistance
- r cmin :
-
Minimum canopy resistance
- RLD:
-
Root length density
- RHS:
-
Right hand side
- RMD:
-
Root mass densities
- RMSD:
-
Root mean squares for difference
- RMSE:
-
Root-mean-squares for error
- R n :
-
Net radiation
- SA:
-
Stand sap wood area to ground area ratio
- SBH:
-
South Bison Hills
- T c :
-
Canopy temperature
- TDR:
-
Time domain reflectometry
- U c :
-
Plant water uptake
- V b :
-
CO2-limited leaf carboxylation rate
- V c :
-
Canopy carboxylation rates
- V g :
-
Leaf CO2 diffusion
- WUEP :
-
Water-use efficiency of productivity
- Ω s :
-
Soil hydraulic resistances
- Ω r :
-
Root hydraulic resistances
- ψ c :
-
Canopy water potential
- ψ πι :
-
Canopy osmotic water potential
- ψ π :
-
Soil osmotic potential
- ψ g :
-
Gravitational potential
- ψ m :
-
Soil matric potential
- ψ t :
-
Canopy turgor potential
- ψ s :
-
Soil water potential
References
Alberta Environment (2007) Specified gas emitters regulation – Quantification protocol for afforestation projects. Environmental monitoring and evaluation, Alberta Environment. Edmonton, Alberta
Angstmann JL, Ewers BE, Barber J, Kwon H (2013) Testing transpiration controls by quantifying spatial variability along a boreal black spruce forest drainage gradient. Ecohydrol 6:783–793
Bleby TM, Burgess SSO, Adams MA (2004) A validation, comparison and error analysis of two heat-pulse methods for measuring sap flow in Eucalyptus marginata saplings. Funct Plant Biol 31:645–658
Bockstette SW, Pinno BD, Dyck MF, Landhäusser SM (2017) Root competition, not soil compaction, restricts access to soil resources for aspen on a reclaimed mine soil. Botany 95:685–695
Boese CD (2003) The design and installation of a field instrumentation program for the evaluation of soil-atmosphere water fluxes in a vegetated cover over saline/sodic shale overburden. M.Sc. Thesis. University of Saskatchewan, Saskatoon, SK
Burgess SSO, Adams MA, Turner NC, Beverly CR, Ong CK, Khan AAH, Bleby TM (2001) An improved heat pulse method to measure low and reverse rates of sap flow in woody plants. Tree Physiol 21:589–598
Buttle JM, Creed IF, Moore RD (2005) Advances in Canadian forest hydrology, 1999-2003. Hydrol Process 19:169–200
Campbell GS (1974) A simple method for determining unsaturated conductivity from moisture retention data. Soil Sci 117:311–314
CEMA (2006) Land capability classification system for Forest ecosystems in the Oil Sands, 3rd edn. A document prepared for Alberta Environment by the Cumulative Environmental Management Association, Edmonton
Chen G, Weil RR (2011) Root growth and yield of maize as affected by soil compaction and cover crops. Soil Tillage Res 117:17–27
Da Silva AP, Kay BD (1997) Estimating the least limiting water range of soil from properties and management. Soil Sci Soc Am J 61:877–883
Dimitrov DD, Grant RF, LaFleur PM, Humphreys ER (2010) Modelling subsurface hydrology of Mer Bleue bog. Soil Sci Soc Am J 74:680–694
Drozdowksi B, Faught RL, Underwood A (2011) Carbon dynamics in reclaimed and natural landscapes at the operations of Syncrude Canada ltd. report prepared for Syncrude Canada ltd. Alberta Research Council Inc, Edmonton
Drozdowksi B, Bauman L, Underwood A, Faught B (2014) Carbon dynamics in reclaimed and natural landscapes at the operations of Syncrude Canada ltd. report prepared for Syncrude Canada ltd. Alberta Innovates - Technology Futures, Edmonton
Elshorbagy A, Barbour SL (2007) A probabilistic approach for design and hydrologic performance assessment of reconstructed watersheds. J Geotech Geoenviron Eng 133:1110–1118
Elshorbagy A, Jutla A, Barbour SL, Kells J (2005) System dynamics approach to assess the sustainability of reclamation of disturbed watersheds. Can J Civ Eng 32:144–158
Elshorbagy A, Barbour SL, Qualizza C (2006) Multi-criterion decision making approach to assess the performance of reconstructed watersheds. In: Castelletti A, Sessa RS (eds) Topics on system analysis and integrated water resource management. Elsevier, Amsterdam, pp 257–269
Elshorbagy A, Jutla A, Kells J (2007) Simulation of the hydrological processes on reconstructed watersheds using system dynamics. Hydrol Sci J 52(3):538–561
Environment Canada (2014) Canadian Climate Normals 1981–2010. http://climate.weather.gc.ca/climate_normals/results_1981_2010_e.html?stnID=2519 & lang=e & amp;StationName=fortmcmurray & amp;SearchType=Contains & amp;stnNameSubmit=go&dCode=1&dispBack=1. Accessed 15 Aug 2014
Gao Q, Zhao P, Zeng X, Cai X, Shen W (2002) A model of stomatal conductance to quantify the relationship between leaf transpiration, microclimate and soil water stress. Plant Cell Environ 25:1373–1381
Garrah K, Gulyas G, Straker J, Thrower J (2013) South Bison Hill research synthesis – vegetation over-story response to reclamation cover depth. Report prepared for Syncrude Canada ltd. Integral Ecology Group Ltd, Victoria
Gower ST, Krankina ON, Olson RJ, Apps MJ, Linder S, Wang C (2001) Net primary production and carbon allocation patterns of boreal forest ecosystems. Ecol Appl 11:1395–1411
Grant RF (1991) The distribution of water and nitrogen in the soil-crop system: a simulation study with validation from a winter wheat field trial. Fert Res 27:199–214
Grant RF (1993) Simulation model of soil compaction and root growth. I. Model development. Plant Soil 150:1–14
Grant RF (1995) Salinity, water use and yield of maize: testing of the mathematical model ecosys. Plant Soil 172:309–322
Grant RF (1998) Simulation in ecosys of root growth response to contrasting soil water and nitrogen. Ecol Model 107(2):237–264
Grant RF (2001) A review of the Canadian ecosystem model ecosys. In modeling carbon and nitrogen dynamics for soil management. CRC Press, Boca Raton, pp 173–264
Grant RF (2004) Modeling topographic effects on net ecosystem productivity of boreal black spruce forests. Tree Physiol 24(1):1–18
Grant RF (2014) Nitrogen mineralization drives the response of forest productivity to soil warming: Modelling in ecosys vs. measurements from the Harvard soil heating experiment. Ecol Model 288:38–46
Grant RF (2015) Ecosystem CO2 and CH4 exchange in a mixed tundra and a fen within a hydrologically diverse Arctic landscape: 2. Modeled impacts of climate change. J Geophys Res Biogeosci 120:1388–1406
Grant RF, Flanagan LB (2007) Modeling stomatal and nonstomatal effects of water deficits on CO2 fixation in a semiarid grassland. J Geophys Res 112:G03011
Grant RF, Wall GW, Frumau KFA, Pinter PJ Jr, Hunsaker D, Kimball BA, LaMorte RL (1999) Crop water relations under different CO2 and irrigation: testing of ecosys with the free air CO2 enrichment (FACE) experiment. Agric For Meteorol 95(1):27–51
Grant RF, Amrani M, Heaney DJ, Wright R, Zhang M (2004) Mathematical modelling of phosphorus losses from land application of hog and cattle manure. J Environ Qual 33:210–233
Grant RF, Arain A, Arora V, Barr A, Black TA, Chen J, Wang S, Yuan F, Zhang Y (2005) Intercomparison of techniques to model high temperature effects on CO2 and energy exchange in temperate and boreal coniferous forests. Ecol Model 188:217–252
Grant RF, Black TA, Gaumont-Guay D, Klujn N, Barr AG, Morgenstern K, Nesic Z (2006a) Net ecosystem productivity of boreal aspen forests under drought and climate change: mathematical modelling with Ecosys. Agric For Meteorol 140(1–4):152–170
Grant RF, Zhang Y, Yuan F, Wang S, Hanson PJ, Gaumont-Guay D, Chen J, Black TA, Barr A, Baldocchi DD, Arain A (2006b) Intercomparison of techniques to model water stress effects on CO2 and energy exchange in temperate and boreal deciduous forests. Ecol Model 196(3–4):289–312
Grant RF, Black TA, Humphreys E, Morgenstern K (2007) Changes in net ecosystem productivity with forest age following clearcutting of a coastal Douglas-fir forest: testing a mathematical model with eddy covariance measurements along a forest chronosequence. Tree Physiol 27(1):115–131
Grant RF, Barr AG, Black TA, Margolis HA, Dunn AL, Metsaranta J, Wang S, McCaughey JH, Bourque CA (2009a) Interannual variation in net ecosystem productivity of Canadian forests as affected by regional weather patterns – a Fluxnet-Canada synthesis. Agric For Meteorol 149(11):2022–2039
Grant RF, Margolis HA, Barr AG, Black TA, Dunn AL, Bernier PY, Bergeron O (2009b) Changes in net ecosystem productivity of boreal black spruce stands in response to changes in temperature at diurnal and seasonal time scales. Tree Physiol 29(1):1–17
Grant RF, Baldocchi DD, Ma S (2012) Ecological controls on net ecosystem productivity of a seasonally dry annual grassland under current and future climates: Modelling with ecosys. Agric For Meteorol 152:189–200
Green RE, Corey RB (1971) Calculation of hydraulic conductivity: a further evaluation of some predictive methods. Soil Sci Soc Am Proc 35:3–8
Hilderman JN (2011) Net percolation as a function of topographic variation in a reclamation cover over a saline-sodic overburden dump. M.Sc. Thesis, University of Saskatchewan, Saskatoon, SK
Hogg EH, Hurdle PA (1997) Sap flow in trembling aspen: implications for stomatal responses to vapor pressure deficit. Tree Physiol 17:501–509
Horton JL, Hart SC (1998) Hydraulic lift: a potentially important ecosystem process. Trends Ecol Evol 13:232–235
Huang M, Barbour SL, Elshorbagy A, Zettl JD, Si BC (2011) Water availability and forest growth in coarse textured soils. Can J Soil Sci 91:199–210
Huang M, Zettl JD, Barbour SL, Elshorbagy A, Si BC (2013) The impact of soil moisture availability on forest growth indices for variably layered coarse-textured soils. Ecohydrol 6:214–227
Huang M, Barbour SL, Carey SK (2015) The impact of reclamation cover depth on the performance of reclaimed shale overburden at an oil sands mine in northern Alberta, Canada. Hydrol Process 29(12):2840–2854
Jackson RB, Canadell J, Ehleringer JR, Mooney HA, Sala OE, Schulze ED (1996) A global analysis of root distributions for terrestrial biomes. Oecologia 108(3):389–411
Karst J, Landhäusser SL (2014) Identification of roots in south Bison Hill capping study and selected natural soils. Report prepared for Syncrude Canada ltd. University of Alberta, Edmonton
Kelln CJ (2008) The effects of meso-scale topography on the performance of engineered soil covers. Ph.D. Thesis, University of Saskatchewan, Saskatoon, SK
Kelln C, Barbour SL, Qualizza C (2007) Preferential flow in a reclamation cover: hydrological and geochemical response. Can J Soil Sci 133(10):1277–1289
Kelln C, Barbour SL, Qualizza C (2008) Controls on the spatial distribution of soil moisture and solute transport in a sloping reclamation cover. Can Geotech J 45(3):351–366
Keshta N, Elshorbagy A, Barbour SL (2010) Comparative probabilistic assessment of the hydrological performance of reconstructed and natural watersheds. Hydrol Process 24:1333–1342
Kessler S (2007) Salinity profiles in reconstructed soils over saline-sodic waste from the oil sands industry. M.Sc. Thesis, University of Saskatchewan, Saskatoon, SK
Kessler S, Barbour SL, Van Rees KC, Dobchuk BS (2010) Salinization of soil over saline-sodic overburden from the oil sands in Alberta. Can J Soil Sci 90:637–647
Ketcheson S, Price J (2016) A comparison of the hydrological role of two reclaimed slopes of different age in the Athabasca oil sands region, Alberta, Canada. Can Geotech J 53:1533–1546
Lanoue AVL (2003) Phosphorus content and accumulation of carbon and nitrogen in boreal forest soils. M.Sc. Thesis. University of Alberta, Edmonton, AB
Larcher W (2003) Physiological plant ecology, 4th edn. Springer-Verlag, Berlin
Lazorko H, Van Rees KCJ (2012) Root distributions of planted boreal mixedwood species on reclaimed saline-sodic overburden. Water Air Soil Pollut 223:215–231
Macyk TM (1999) Soil monitoring at the 30 dump overburden area. Report prepared for Syncrude Canada ltd. Alberta Research Council Inc, Edmonton
Macyk TM, Faught RL, Drozdowski B, Underwood A (2009) Carbon storage in reclaimed and natural landscapes at the operations of Syncrude Canada ltd. annual report prepared for Syncrude Canada ltd. Alberta Research Council Inc, Edmonton
Meiers G (2002) The use of field measurements of hydraulic conductivity to characterize the performance of reclamation covers with time. M. Eng. Thesis. University of Saskatchewan, Saskatoon, SK
Meiers G, Barbour SL, Qualizza C, Dobchuk B (2011) Evolution of the hydraulic conductivity of reclamation covers over sodic/saline mining overburden. J Geotech Geoenviron Eng 137(1):968–976
Mekonnen ZA, William Riley J, Grant RF (2018) Accelerated nutrient cycling and increased light competition will lead to 21st century shrub expansion in north American Arctic tundra. J Geophys Res Biogeosci 123:1683–1701
Mencuccini M, Grace J (1996) Hydraulic conductance, light interception and needle nutrient concentration in scots pine stands and their relations with net primary productivity. Tree Physiol 16:459–468
Merlin M, Landhäusser SL (2019) Seasonal patterns of water uptake in Populus tremuloides and Picea glauca on a boreal reclamation site is species specific and modulated by capping soil depth and slope position. Plant Soil 439:487–504. https://doi.org/10.1007/s11104-019-04029-6
Mezbahuddin M, Grant RF, Hirano T (2014) Modelling effects of seasonal variation in water table depth on net ecosystem CO2 exchange of a tropical peatland. Biogeosci 11:577–599
Mezbahuddin M, Grant RF, Hirano T (2015) How hydrology determines seasonal and interannual variations in water table depth, surface energy exchange, and water stress in a tropical peatland: modeling versus measurements. J Geophys Res Biogeosci 120:2132–2157
NorthWind Land Resources Inc (2014) South Bison Hill capping study and selected natural sites - 2013 root and soil sampling field program - methodology and results. Report prepared for Syncrude Canada Ltd, Edmonton
O’Kane Consultants Inc (2012a) Temperature correction for matric suction at D1A monitoring station. Report prepared for Syncrude Canada Ltd, Fort McMurray
O’Kane Consultants Inc. (2012b) Spring melt monitoring program monitoring data summary report for the period March 2012 to April 2012 (Technical Report No. 690/01–40), prepared for Syncrude Canada Ltd., Fort McMurray, AB
O’Kane Consultants Inc. (2013) Instrumented watershed monitoring program monitoring data summary report for the period January 2012 to December 2012 (technical report 690/01–46), prepared for Syncrude Canada ltd., Fort McMurray, AB
Randerson JT, Chapin FSI, Harden JW, Neff JW, Harmon ME (2002) Net ecosystem production: a comprehensive measure of net carbon accumulation by ecosystems. Ecol Appl 12:937–947
Redding TE, Devito KJ (2008) Lateral flow thresholds for aspen forested hillslopes on the Western boreal plain, Alberta, Canada. Hydrol Process 22:4287–4300
Shurniak RE (2003) Predictive modeling of moisture movement within soil cover systems for saline/sodic overburden piles. M.Sc. Thesis. University of Saskatchewan, Saskatoon, SK
Shurniak RE, Barbour SL (2002) Modeling of water movement within reclamation covers on oilsands mining overburden piles. In Proceedings of the National Meeting of the American Society of Mining and Reclamation. Lexington. pp 622–644
Strilesky SL, Humphreys ER, Carey SK (2017) Forest water use in the initial stages of reclamation in the Athabasca Oil Sands region. Hydrol Process 31:2781–2792
Strong WL, La Roi GH (1983) Root-system morphology of common boreal forest trees in Alberta, Canada. Can J For Res 13(6):1164–1173
Sulman BN, Desai AR, Schroeder NM, Ricciuto D, Barr A, Richardson AD, Flanagan LB, Lafleur PM, Tian H, Chen G, Grant RF, Poulter B, Verbeeck H, Ciais P, Ringeval B, Baker I, Schaefer K, Luo Y, Weng E (2012) Impact of hydrological variations on modeling of peatland CO2 fluxes: results from the north American carbon program site synthesis. J Geophys Res 117(G1):G01031
Tani M (1997) Runoff generation processes estimated from hydrological observations on a steep forested hillslope with a thin soil layer. J Hydrol 200(1–4):84–109
Van Rees K (2014) Comparison of rooting distributions for vegetation growing on a reclaimed saline-sodic overburden and natural undisturbed landscapes. Report prepared for Syncrude Canada ltd. University of Saskatchewan, Saskatoon, SK
Yarmuch M (2003) Measurement of soil physical parameters to evaluate soil structure quality in reclaimed oil sands soils, Alberta, Canada. M.Sc. thesis. University of Alberta, Edmonton, AB
Yuan ZY, Chen HYH (2010) Fine root biomass, production, turnover rates, and nutrient contents in boreal forest ecosystems in relation to species, climate, fertility, and stand age: literature review and meta-analyses. CRC Crit Rev Plant Sci 29(4):204–221
Acknowledgements
Funding for the study was provided by the Land Reclamation International Graduate School (LRIGS) at the University of Alberta, the NSERC Collaborative Research and Training Experience (CREATE) Program, and Canadian Oil Sands Network for Research and Development (CONRAD). Computational facilities for the modelling project were provided by Compute Canada and WestGrid high performance computing infrastructure, and the University of Alberta. The great support in providing field data by Syncrude Canada limited is very much appreciated and special thanks goes to Marty Yarmuch and Bonnie Drozdowski for providing support to get field data. We would like to acknowledge Jeff Kelly, Frances Leishman, Caren Jones, Cassandra McKenzie, Brittany McAdams, Jela Burkus, Luke Donnan, Kelti Eaton, Melanie Luong for field data acquisition and laboratory assistance.
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Welegedara, N.P.Y., Grant, R.F., Quideau, S.A. et al. Modelling plant water relations and net primary productivity as affected by reclamation cover depth in reclaimed forestlands of northern Alberta. Plant Soil 446, 627–654 (2020). https://doi.org/10.1007/s11104-019-04363-9
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DOI: https://doi.org/10.1007/s11104-019-04363-9