Abstract
Climate-driven changes in carbon (C) cycling of forested ecosystems have the potential to alter long-term C sequestration and the global C balance. Prior studies have shown that C uptake and partitioning in response to hydrologic variation are system specific, suggesting that a comprehensive assessment is required for distinct ecosystems. Many sub-humid montane forest ecosystems in the US are projected to experience increased water limitation over the next decades and existing water-limited forests can be used as a model for how changes in the hydrologic cycle will impact such ecosystems more broadly. Toward that goal we monitored precipitation, net ecosystem exchange and lateral soil and stream C fluxes in three semi-arid to sub-humid montane forest catchments for several years (WY 2009–2013) to investigate how the amount and timing of water delivery affect C stores and fluxes. The key control on aqueous and gaseous C fluxes was the distribution of water between winter and summer precipitation, affecting ecosystem C uptake versus heterotrophic respiration. We furthermore assessed C stores in soil and above- and below-ground biomass to assess how spatial patterns in water availability influence C stores. Topographically-driven patterns in catchment wetness correlated with modeled soil C stores, reflecting both long-term trends in local C uptake as well as lateral redistribution of C leached from upslope organic soil horizons to convergent landscape positions. The results suggest that changes in the seasonality of precipitation from winter snow to summer rain will influence both the amount and the spatial distribution of soil C stores.
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References
Allen CD (1989) Changes in the landscape of the Jemez Mountains, vol 346. UC Berkley, New Mexico
Amiro BD, Barr AG, Barr JG, Black TA, Bracho R, Brown M, Chen J, Clark KL, Davis KJ, Desai AR, Dore S, Engel V, Fuentes JD, Goldstein AH, Goulden ML, Kolb TE, Lavigne MB, Law BE, Margolis HA, Martin T, McCaughey JH, Misson L, Montes-Helu M, Noormets A, Randerson JT, Starr G, Xiao J (2010) Ecosystem carbon dioxide fluxes after disturbance in forests of North America. J Geophys Res 115(G4):G00K02
Anderson-Teixeira KJ, Delong JP, Fox AM, Brese DA, Litvak ME (2011) Differential responses of production and respiration to temperature and moisture drive the carbon balance across a climatic gradient in New Mexico. Glob Change Biol 17(1):410–424
Bailey SW, Brousseau PA, McGuire KJ, Ross DS (2014) Influence of landscape position and transient water table on soil development and carbon distribution in a steep, headwater catchment. Geoderma 226–227:279–289
Battin TJ, Luyssaert S, Kaplan LA, Aufdenkampe AK, Richter A, Tranvik LJ (2009) The boundless carbon cycle. Nat Geosci 2(9):598–600
Beven K, Kirkby MJ (1979) A physically based, variable contributing area model of basin hydrology/Un modèle à base physique de zone d’appel variable de l’hydrologie du bassin versant. Hydrol Sci J 24(1):43–69
Biederman JA, Meixner T, Harpold AA, Reed DE, Gutmann ED, Gaun JA, Brooks PD (2016) Riparian zones attenuate nitrogen loss following bark beetle-induced lodgepole pine mortality. J Geophys Res 121(3):933–948
Bloom AA, Exbrayat J-F, van der Velde IR, Liang F, Williams M (2016) The decadal state of the terrestrial carbon cycle: global retrievals of terrestrial carbon allocation, pools, and residence times. Proc Natl Acad Sci USA 113(5):1285–1290
Bourgault RR, Ross DS, Bailey SW, Bullen TD, McGuire KJ, Gannon JP (2017) Redistribution of soil metals and organic carbon via lateral flowpaths at the catchment scale in a glaciated upland setting. Geoderma 307:238–252
Boyer EW, Hornberger GM, Bencala KE, McKnight DM (1997) Response characteristics of DOC flushing in an alpine catchment. Hydrol Process 11(12):1635–1647
Boyer EW, Hornberger GM, Bencala KE, McKnight DM (2000) Effects of asynchronous snowmelt on flushing of dissolved organic carbon: a mixing model approach. Hydrol Process 14(18):3291–3308
Bradford MA, Crowther TW (2013) Carbon use efficiency and storage in terrestrial ecosystems. New Phytol 199(1):7–9
Bradford JB, Fraver S, Milo AM, Damato AW, Palik B, Shinneman DJ (2012) Effects of multiple interacting disturbances and salvage logging on forest carbon stocks. For Ecol Manag 267:209–214
Breshears DD, Huxman TE, Adams HD, Zou CB, Davison JE (2008) Vegetation synchronously leans upslope as climate warms. Proc Natl Acad Sci USA 105(33):11591–11592
Brooks PD, Vivoni ER (2008) Mountain ecohydrology: quantifying the role of vegetation in the water balance of montane catchments. Ecohydrology 1(3):187–192
Brown J (1971) A planar intersect method for sampling fuel valume and surface area. For Sci 17(1):96–102
Broxton PD, Troch PA, Lyon SW (2009) On the role of aspect to quantify water transit times in small mountainous catchments. Water Resour Res 45(8):W08427
Broxton PD, Harpold AA, Biederman JA, Troch PA, Molotch NP, Brooks PD (2015) Quantifying the effects of vegetation structure on snow accumulation and ablation in mixed-conifer forests. Ecohydrology 8(6):1073–1094
Brunet F, Dubois K, Veizer J, Nkoue Ndondo GR, Ndam Ngoupayou JR, Boeglin JL, Probst JL (2009) Terrestrial and fluvial carbon fluxes in a tropical watershed: Nyong basin, Cameroon. Chem Geol 265(3–4):563–572
Cairns MA, Brown S, Helmer EH, Baumgardner GA (1997) Root biomass allocation in the world’s upland forests. Oecologia 111(1):1–11
Chen HYH, Shrestha BM (2012) Stand age, fire and clearcutting affect soil organic carbon and aggregation of mineral soils in boreal forests. Soil Biol Biochem 50:149–157
Ciais P, Reichstein M, Viovy N, Granier A, Ogée J (2005) Europe-wide reduction in primary productivity caused by the heat and drought in 2003. Nat 437:529–533
Conforti M, Lucà F, Scarciglia F, Matteucci G, Buttafuoco G (2016) Soil carbon stock in relation to soil properties and landscape position in a forest ecosystem of southern Italy (Calabria region). CATENA 144:23–33
Coop JD, Givnish TJ (2007) Spatial and temporal patterns of recent forest encroachment in montane grasslands of the Valles Caldera, New Mexico, USA. J Biogeogr 34(5):914–927
Dahlgren RA, Boettinger JL, Huntington GL, Amundson RG (1997) Soil development along an elevational transect in the western Sierra Nevada, California. Geoderma 78(3–4):207–236
Efron B, Stein C (1981) The Jackknife estimate of variance. Ann Stat 9(3):586–596
Fan Y, Li H, Miguez-Macho G (2013) Global patterns of groundwater table depth. Science 339(6122):940–943
Fu P, Rich PM (1999) Design and implementation of the solar analyst: an arc view extension for modeling solar radiation at landscape scales. Proc Nineteenth Annu ESRI User Conf 1:1–31
Gochis DJ, Vivoni ER, Watts CJ (2010) The impact of soil depth on land surface energy and water fluxes in the North American Monsoon region. J Arid Environ 74(5):564–571
Groffman PM, Rustad LE, Templer PH, Campbell JL, Christenson LM, Lany NK, Socci AM, Vadeboncoeur MA, Schaberg PG, Wilson GF, Driscoll CT, Fahey TJ, Fisk MC, Goodale CL, Green MB, Hamburg SP, Johnson CE, Mitchell MJ, Morse JL, Pardo LH, Rodenhouse NL (2012) Long-term integrated studies show complex and surprising effects of climate change in the Northern hardwood forest. Bioscience 62(12):1056–1066
Heckman K, Rasmussen C (2011) Lithologic controls on regolith weathering and mass flux in forested ecosystems of the southwestern USA. Geoderma 164(3–4):99–111
Heckman K, Welty-Bernard A, Rasmussen C, Schwartz E (2009) Geologic controls of soil carbon cycling and microbial dynamics in temperate conifer forests. Chem Geol 267(1–2):12–23
Holleran M, Levi M, Rasmussen C (2015) Quantifying soil and critical zone variability in a forested catchment through digital soil mapping. Soil 1(1):47–64
Houghton RA (2005) Aboveground forest biomass and the global carbon balance. Glob Change Biol 11:945
Houghton RA (2007) Balancing the global carbon budget. Annu Rev Earth Planet Sci 35(1):313–347
Houghton RA, Davidson EA, Woodwell GM (1998) Missing sinks, feedbacks, and understanding the role of terrestrial ecosystems in the global carbon balance. Glob Biogeochem Cycles 12(1):25–34
Hu JIA, Moore DJP, Burns SP, Monson RK (2010) Longer growing seasons lead to less carbon sequestration by a subalpine forest. Glob Change Biol 16(2):771–783
Huxman T, Cable J, Ignace D, Eilts JA, English N, Weltzin J, Williams D (2004a) Response of net ecosystem gas exchange to a simulated precipitation pulse in a semi-arid grassland: the role of native versus non-native grasses and soil texture. Oecologia 141(2):295–305
Huxman TE, Snyder KA, Tissue D, Leffler AJ, Ogle K, Pockman WT, Sandquist DR, Potts DL, Schwinning S (2004b) Precipitation pulses and carbon fluxes in semiarid and arid ecosystems. Oecologia 141(2):254–268
IPCC (2013) The physical science basis. In: Stocker TF, Qin D, Plattner G-K, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Contribution of Working Group 1 to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, p 1535
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
Jonsson A, Algesten G, Bergström AK, Bishop K, Sobek S, Tranvik LJ, Jansson M (2007) Integrating aquatic carbon fluxes in a boreal catchment carbon budget. J Hydrol 334(1–2):141–150
Kaiser K, Guggenberger G, Zech W (1996) Sorption of DOM and DOM fractions to forest soils. Geoderma 74(3–4):281–303
Keith H, Mackey BG, Lindenmayer DB (2009) Re-evaluation of forest biomass carbon stocks and lessons from the world’s most carbon-dense forests. Proc Natl Acad Sci USA 106(28):11635–11640
Lal R (2004) Soil carbon sequestration impacts on global climate change and food security. Science 304(5677):1623–1627
Lal R (2005) Forest soils and carbon sequestration. For Ecol Manag 220(1–3):242–258
Litton CM, Raich JW, Ryan MG (2007) Carbon allocation in forest ecosystems. Glob Change Biol 13(10):2089–2109
Liu F, Parmenter R, Brooks PD, Conklin MH, Bales RC (2008) Seasonal and interannual variation of streamflow pathways and biogeochemical implications in semi-arid, forested catchments in Valles Caldera, New Mexico. Ecohydrology 1(3):239–252
Lv M, Hao Z, Liu Z, Yu Z (2013) Conditions for lateral downslope unsaturated flow and effects of slope angle on soil moisture movement. J Hydrol 486:321–333
Lybrand RA, Rasmussen C (2015) Quantifying climate and landscape position controls on soil development in semiarid ecosystems. Soil Sci Soc Am J 79(1):104–116
Mahat V, Tarboton DG (2012) Canopy radiation transmission for an energy balance snowmelt model. Water Resour Res 48(1):W01534
Muldavin E, Tonne P (2003) A vegetation survey and preliminary ecological assessment of valles Caldera National preserve, New Mexico. Natural Heritage, Albuquerque
Muldavin E, Tonne P, Jackson C (2006) A vegetation map of the Valles Caldera National Preserve, New Mexico. In: Final Report for Cooperative Agreement, vol 01CRAG0014
Öquist MG, Bishop K, Grelle A, Klemedtsson L, Köhler SJ, Laudon H, Lindroth A, Ottosson Löfvenius M, Wallin MB, Nilsson MB (2014) The full annual carbon balance of boreal forests is highly sensitive to precipitation. Environ Sci Technol Lett 1(7):315–319
Park Williams A, Allen CD, Macalady AK, Griffin D, Woodhouse CA, Meko DM, Swetnam TW, Rauscher SA, Seager R, Grissino-Mayer HD, Dean JS, Cook ER, Gangodagamage C, Cai M, McDowell NG (2013) Temperature as a potent driver of regional forest drought stress and tree mortality. Nat Clim Change 3(3):292–297
Parmentier RR, Steffen A, Allen C (2007) An overview of the Valles Caldera National Preserve: The natural and cultural resources. In: Kues BS, Kelley, Shari A, Lueth, Virgil W (ed) New Mexico Geological Society 58th Annual Fall Field Conference
Pelletier JD, Rasmussen C (2009) Geomorphically based predictive mapping of soil thickness in upland watersheds. Water Resour Res Banner 45(9). https://doi.org/10.1029/2008WR007319
Perdrial JN, Perdrial N, Harpold A, Gao X, LaSharr KM, Chorover J (2012) Impacts of sampling dissolved organic matter with passive capillary wicks versus aqueous soil extraction. Soil Sci Soc Am J 76:2019–2030
Perdrial JN, McIntosh JC, Harpold A, Brooks PD, Zapata-Rios X, Ray J, Meixner T, Kanduc T, Litvak M, Troch P, Chorover J (2014a) Stream water carbon controls in seasonally snow-covered mountain catchments: impact of inter annual variability of water fluxes, catchment aspect and seasonal processes. Biogeochemistry 118(1–3):273–290
Perdrial JN, Perdrial N, Vazquez-Ortega A, Porter CM, Leedy J, Chorover J (2014b) Experimental assessment of fiberglass passive capillary wick sampler (PCap) suitability for sampling inorganic soil solution constituents. Soil Sci Soc Am J 78:486–495
Pomeroy JW, Parviainen J, Hedstrom N, Gray DM (1998) Coupled modelling of forest snow interception and sublimation. Hydrol Process 12(15):2317–2337
Potts DL, Huxman TE, Cable JM, English NB, Ignace DD, Eilts JA, Mason MJ, Weltzin JF, Williams DG (2006) Antecedent moisture and seasonal precipitation influence the response of canopy-scale carbon and water exchange to rainfall pulses in a semi-arid grassland. New Phytol 170(4):849–860
Pypker TG, Unsworth MH, Lamb B, Allwine E, Edburg S, Sulzman E, Mix AC, Bond BJ (2007) Cold air drainage in a forested valley: investigating the feasibility of monitoring ecosystem metabolism. Agric For Meteorol 145(3):149–166
Rasmussen C, Matsuyama N, Dahlgren RA, Southard RJ, Brauer N (2007) Soil genesis and mineral transformation across an environmental gradient on andesitic Lahar. Soil Sci Soc Am J 71(1):225–237
Rasmussen C, Troch P, Chorover J, Brooks P, Pelletier J, Huxman T (2011) An open system framework for integrating critical zone structure and function. Biogeochemistry 102(1–3):15–29
Rasmussen C, Pelletier JD, Troch PA, Swetnam TL, Chorover J (2015) Quantifying topographic and vegetation effects on the transfer of energy and mass to the critical zone. Vadose Zone J 14(11):1–16
Robinson D (2004) Scaling the depths: below-ground allocation in plants, forests and biomes. Funct Ecol 18(2):290–295
Rowson JG, Gibson HS, Worrall F, Ostle N, Burt TP, Adamson JK (2010) The complete carbon budget of a drained peat catchment. Soil Use Manag 26(3):261–273
Sanderman J, Lohse KA, Baldock JA, Amundson R (2009) Linking soils and streams: sources and chemistry of dissolved organic matter in a small coastal watershed. Water Resour Res 45(3):W03418
Santantonio D, Hermann RK (1985) Standing crop, production, and turnover of fine-roots on dry, moderate and wet sites of mature Douglas-fir in western Oregon. Ann For Sci 42:113–142
Schimel DS, House JI, Hibbard KA, Bousquet P, Ciais P, Peylin P, Braswell BH, Apps MJ, Baker D, Bondeau A, Canadell J, Churkina G, Cramer W, Denning AS, Field CB, Friedlingstein P, Goodale C, Heimann M, Houghton RA, Melillo JM, Moore B, Murdiyarso D, Noble I, Pacala SW, Prentice IC, Raupach MR, Rayner PJ, Scholes RJ, Steffen WL, Wirth C (2001) Recent patterns and mechanisms of carbon exchange by terrestrial ecosystems. Nature 414(6860):169–172
Schmidt MW, Torn MS, Abiven S, Dittmar T, Guggenberger G, Janssens IA, Kleber M, Kogel-Knabner I, Lehmann J, Manning DA, Nannipieri P, Rasse DP, Weiner S, Trumbore SE (2011) Persistence of soil organic matter as an ecosystem property. Nature 478(7367):49–56
Shibata H, Hiura T, Tanaka Y, Takagi K, Koike T (2005) Carbon cycling and budget in a forested basin of southwestern Hokkaido, northern Japan. In: Kohyama T, Canadell J, Ojima D, Pitelka L (eds) Forest ecosystems and environments. Springer, Tokyo, pp 89–95
SoilSurveyStaff (2011) Keys to soil taxonomy. In: United States Department of Agriculture NRCS, p 339
Stielstra C, Brooks PD, Lohse KA, McIntosh JM, Chorover J, Barron-Gafford G, Perdrial JN, Barnard HR, Litvak M (2015) Climatic and landscape influences on soil moisture are primary determinants of soil carbon fluxes in seasonally snow-covered forest ecosystems. Biogeochemistry 123:447–465
Swetnam TL (2013) Cordilleran forest scaling dynamics and disturbance regimes quantified by aerial LiDAR. In: School of natural resources. University of Arizona
Tarboton DG, Bras RL, Rodriguez-Iturbe I (1991) On the extraction of channel networks from digital elevation data. Hydrol Process 5(1):81–100
Thompson SE, Harman CJ, Konings AG, Sivapalan M, Neal A, Troch PA (2011a) Comparative hydrology across AmeriFlux sites: the variable roles of climate, vegetation, and groundwater. Water Resour Res. https://doi.org/10.1029/2010WR009797.W00J07
Thompson SE, Harman CJ, Troch PA, Brooks PD, Sivapalan M (2011b) Spatial scale dependence of ecohydrologically mediated water balance partitioning: a synthesis framework for catchment ecohydrology. Water Resour Res. https://doi.org/10.1029/2011WR011377
Torn MS, Trumbore SE, Chadwick OA, Vitousek PM, Hendricks DM (1997) Mineral control of soil organic carbon storage and turnover. Nature 389(6647):170–173
USFS In: Report SEC (ed). Valles caldera trust, Valles caldera national perserve, p 11. (unpublished data)
Vazquez-Ortega A (2013) Coupled transport, fractionation and stabilization of dissolved organic matter and rare earth elements in the critical zone. In: Department of Soil Water and Environmental Sciences, University of Arizona, Tucson
Vázquez-Ortega A, Perdrial JN, Harpold A, Zapata X, Rasmussen C, McIntosh J, Schaap M, Pelletier J, Brooks P, Amistadi MK, Chorover J (2015) Rare earth elements as reactive tracers of biogeochemical weathering in forested rhyolitic terrain. Chem Geol 391:19–32
Weintraub SR, Brooks PD, Bowen GJ (2017) Interactive effects of vegetation type and topographic position on nitrogen availability and loss in a temperate montane ecosystem. Ecosystems 20(6):1073–1088
Whittaker RH, Niering WA (1975) Vegetation of the Santa Catalina Mountains, Arizona. V. Biomass, production, and diversity along the elevation gradient. Ecology 56(4):771–790
Winstral A, Elder K, Davis RE (2002) Spatial snow modeling of wind-redistributed snow using terrain-based parameters. J Hydrometeorol 3(5):524–538
Zapata-Rios X, Troch PA, McIntosh J, Broxton P, Harpold AA, Brooks PD (2012) When winter changes: differences in the hydrological response from first-order catchments of similar age in New Mexico. In: American Geophysical Union Fall Meeting, San Francisco
Zapata-Rios X, McIntosh J, Rademacher L, Troch PA, Brooks PD, Rasmussen C, Chorover J (2015a) Climatic and landscape controls on water transit times and silicate mineral weathering in the critical zone. Water Resour Res 51(8):6036–6051
Zapata-Rios X, Brooks PD, Troch PA, McIntosh J, Guo Q (2015b) Influence of terrain aspect on water partitioning, vegetation structure, and vegetation greening in high elevation catchments in northern New Mexico. Ecohydrology 9(5):782–795
Zhou W-J, Zhang Y-P, Schaefer DA, Sha L-Q, Deng Y, Deng X-B, Dai K-J (2013) The role of stream water carbon dynamics and export in the carbon balance of a tropical seasonal rainforest, Southwest China. PLoS ONE 8(2):e56646
Acknowledgements
This research conducted in the Santa Catalina – Jemez Critical Zone Observatory was supported by the National Science Foundation, grant no. EAR-0724958 and EAR-1331408 and DOE award U.S. Department of Energy’s Terrestrial Ecosystem Science Program (DOE Award #: DE-SC0006968). Collaboration with the Reynolds Creek CZO was supported by EAR-1331872 Funding for LiDAR data acquisition was provided by NSF to Dr. Qinghua Guo (EAR-0922307). Thanks to Scott Compton, Tim Corley and Mary Kay Amistadi for assistance with sampling and analysis and Matej Durcik for help with GIS. Grassland monitoring data were provided by Bob Parmenter and the Valles Caldera Trust. We thank three anonymous reviewers and the associate editor for patience, insightful comments and valuable guidance.
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Perdrial, J., Brooks, P.D., Swetnam, T. et al. A net ecosystem carbon budget for snow dominated forested headwater catchments: linking water and carbon fluxes to critical zone carbon storage. Biogeochemistry 138, 225–243 (2018). https://doi.org/10.1007/s10533-018-0440-3
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DOI: https://doi.org/10.1007/s10533-018-0440-3