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Physiology-based prognostic modeling of the influence of changes in precipitation on a keystone dryland plant species

  • Physiological ecology - Original research
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Abstract

Fluctuations in mean annual precipitation (MAP) will strongly influence the ecology of dryland ecosystems in the future, yet, because individual precipitation events drive growth and resource availability for many dryland organisms, changes in intra-annual precipitation may disproportionately influence future dryland processes. This work examines the hypothesis that intra-annual precipitation changes will drive dryland productivity to a greater extent than changes to MAP. To test this hypothesis, we created a physiology-based model to predict the effects of precipitation change on a widespread biocrust moss that regulates soil structure, water retention, and nutrient cycling in drylands. First, we used the model to examine moss productivity over the next 100 years driven by alterations in MAP by ±10, 20 and 30 %, and changes in intra-annual precipitation (event size and frequency). Productivity increased as a function of MAP, but differed among simulations where intra-annual precipitation was manipulated under constant MAP. Supporting our hypothesis, this demonstrates that, even if MAP does not change, changes in the features of individual precipitation events can strongly influence long-term performance. Second, we used the model to examine 100-year productivity based on projected dryland precipitation from published global and regional models. These simulations predicted 25–63 % reductions in productivity and increased moss mortality rates, declines that will likely alter water and nutrient cycling in dryland ecosystems. Intra-annual precipitation in model-based simulations was a stronger predictor of productivity compared to MAP, further supporting our hypothesis, and illustrating that intra-annual precipitation patterns may dominate dryland responses to altered precipitation in a future climate.

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References

  • Alexander LV, Zhang X, Peterson TC, Caesar J, Gleason B, Klein Tank AMG et al (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res 111:1984–2012

    Google Scholar 

  • Austin AT, Yahdjian L, Stark JM, Belnap J, Porporato A, Norton U et al (2004) Water pulses and biogeochemical cycles in arid and semiarid ecosystems. Oecologia 141(2):221–235

    Article  PubMed  Google Scholar 

  • Barker D, Stark L, Zimpfer J, Mcletchie N, Smith S (2005) Evidence of drought-induced stress on biotic crust moss in the Mojave Desert. Plant Cell Environ 28(7):939–947

    Article  Google Scholar 

  • Belnap J (1995) Surface disturbances: their role in accelerating desertification. Environ Monit Assess 37:39–57

    Article  CAS  PubMed  Google Scholar 

  • Belnap J (2003) The world at your feet: desert biological soil crusts. Front Ecol Environ 1(4):181–189

    Article  Google Scholar 

  • Belnap J, Eldridge D (2001) Disturbance and recovery of biological soil crusts. In: Belnap J, Lange OL (eds) Biological soil crusts: structure, function, and management. Ecological Studies, vol 150. Springer, Berlin, pp 363–383

  • Belnap J, Phillips S, Miller M (2004) Response of desert biological soil crusts to alterations in precipitation frequency. Oecologia 141(2):1–11

    Article  Google Scholar 

  • Bowker MA (2007) Biological soil crust rehabilitation in theory and practice: an underexploited opportunity. Restor Ecol 15(1):13–23

    Article  Google Scholar 

  • Brinda JC, Fernando C, Stark LR (2011) Ecology of bryophytes in Mojave Desert biological soil crusts: effects of elevated CO2 on sex expression, stress tolerance, and productivity in the moss Syntrichia caninervis Mitt. In: Tuba Z, Slack N, Stark LR (eds) Bryophyte ecology and climate change. Cambridge University Press, Cambridge, pp 169–191

    Google Scholar 

  • Cable JM, Ogle K, Williams DG, Weltzin JF, Huxman TE (2008) Soil texture drives responses of soil respiration to precipitation pulses in the sonoran desert: implications for climate change. Ecosystems 11(6):961–979

    Article  Google Scholar 

  • Cayan DR, Das T, Pierce DW, Barnett TP, Tyree M, Gershunov A (2010) Future dryness in the southwest US and the hydrology of the early 21st century drought. Proc Natl Acad Sci USA 107(50):21271–21276

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Chamizo S, Cantón Y, Lázaro R, Solé-Benet A, Domingo F (2012) Crust composition and disturbance drive infiltration through biological soil crusts in semiarid ecosystems. Ecosystems 15(1):148–161

    Article  Google Scholar 

  • Coe KK, Belnap J, Sparks J (2012) Precipitation-driven carbon balance controls survivorship of desert biocrust mosses. Ecology 93(7):1626–1636

    Article  PubMed  Google Scholar 

  • Easterling DR (2000) Climate extremes: observations, modeling, and impacts. Science 289(5487):2068–2074

    Article  CAS  PubMed  Google Scholar 

  • Ehleringer JR, Mooney HA (1983) Photosynthesis and productivity of desert and Mediterranean climate plants. Ency Plant Physiology New Series, vol 12D. Springer, New York, pp 205–231

    Google Scholar 

  • Elbert W, Weber B, Büdel B, Andreae MO, Pöschl U (2009) Microbiotic crusts on soil, rock and plants: neglected major players in the global cycles of carbon and nitrogen. Biogeosci Discuss 6:6983–7015

    Article  Google Scholar 

  • Evans RD, Belnap J (1999) Long-term consequences of disturbance on nitrogen dynamics in an arid ecosystem. Ecology 80(1):150–160

    Article  Google Scholar 

  • Finzi AC, Austin AT, Cleland EE, Frey SD, Houlton BZ, Wallenstein MD (2011) Responses and feedbacks of coupled biogeochemical cycles to climate change: examples from terrestrial ecosystems. Front Ecol Environ 9(1):61–67

    Article  Google Scholar 

  • Fischer RA, Turner NC (1978) Plant productivity in the arid and semiarid zones. Annu Rev Plant Physiol 29:277–317

    Article  CAS  Google Scholar 

  • Garfin GM, Eischeid JK, Lenart M, Cole KL, Ironside K, Cobb N (2010) Downscaling climate projections to model ecological change on topographically diverse landscapes of the arid southwestern US. In: van Riper C III, Wakeling BF, Sisk TD (eds) The Colorado Plateau IV; shaping conservation through science and management. University of Arizona Press, Tuscon, pp 21–44

    Google Scholar 

  • Garman SL (2006) Northern Colorado Plateau network climate monitoring report: 2005. Northern Colorado Plateau Inventory and Monitoring Program. National Park Service, US Department of the Interior

  • Garman SL (2007) Northern Colorado Plateau network climate monitoring report: 2006. Northern Colorado Plateau Inventory and Monitoring Program. National Park Service, US Department of the Interior

  • Garman SL (2008) Climate monitoring in the Northern Colorado Plateau network: annual report 2007 (NRTR—2009/216). Natural Resource Program Center. National Park Service, US Department of the Interior

  • Gebauer RL, Ehleringer JR (2000) Water and nitrogen uptake patterns following moisture pulses in a cold desert community. Ecology 81(5):1415–1424

    Article  Google Scholar 

  • Graham EA, Hamilton MP, Mishler BD, Rundel PW, Hansen MH (2006) Use of a networked digital camera to estimate net CO2 uptake of a desiccation–tolerant moss. Int J Plant Sci 167(4):751–758

    Article  CAS  Google Scholar 

  • Green T, Sancho L, Pintado A (2011) Ecophysiology of desiccation/rehydration cycles in mosses and lichens. In: Luttge U et al (eds) Plant desiccation tolerance, ecological studies 215. Springer, Berlin, pp 89–120

    Chapter  Google Scholar 

  • Grote EE, Belnap J, Housman DC, Sparks JP (2010) Carbon exchange in biological soil crust communities under differential temperatures and soil water contents: implications for global change. Glob Change Biol 16(10):2763–2774

    Article  Google Scholar 

  • Hadley NF, Szarek SR (1981) Productivity of desert ecosystems. Bioscience 31(10):747–753

    Article  Google Scholar 

  • Harper K, Pendleton R (1993) Cyanobacteria and cyanolichens: can they enhance availability of essential minerals for higher plants? West N Am Nat 53(1):59–72

    Google Scholar 

  • Hereford R, Webb RH, Graham S (2002) Precipitation history of the Colorado Plateau region, 1900–2000. US Geological Survey Fact Sheet 119-02. US Department of the Interior, US Geological Survey

  • Higgins RW, Silva VBS, Shi W, Larson J (2007) Relationships between climate variability and fluctuations in daily precipitation over the US. J Clim 20(14):3561–3579

    Article  Google Scholar 

  • Housman D, Powers H, Collins A, Belnap J (2006) Carbon and nitrogen fixation differ between successional stages of biological soil crusts in the Colorado Plateau and Chihuahuan Desert. J Arid Environ 66(4):620–634

    Article  Google Scholar 

  • Huxman TE, Snyder KA, Tissue D, Leffler AJ, Ogle K, Pockman WT et al (2004) Precipitation pulses and carbon fluxes in semiarid and arid ecosystems. Oecologia 141(2):254–268

    PubMed  Google Scholar 

  • Johns TC, Durman CF, Banks HT, Roberts MJ, McLaren AJ, Ridley JK et al (2006) The new Hadley Centre climate model (HadGEM1): evaluation of coupled simulations. J Clim 19(7):1327–1353

    Article  Google Scholar 

  • Johnson HB (1976) Vegetation and plant communities of southern California deserts—a functional view. Plant Communities of Southern California. Calif Native Plant Soc Spec Pub 2:125–164

    Google Scholar 

  • Karl TR, Knight RW (1998) Secular trends of precipitation amount, frequency, and intensity in the United States. Bull Am Met Soc 79(2):231–241

    Article  Google Scholar 

  • Kidron GJ, Barinova S, Vonshak A (2012) The effects of heavy winter rains and rare summer rains on biological soil crusts in the Negev Desert. Catena 95:6–11

    Article  Google Scholar 

  • Kramer W (1980) Tortula Hedw. Sect Rurales De Not. (Pottiaceae, Musci) in der ostlichen Holarktis. Bryophytorum Bibliotheca, 21. J. Cramer, Vaduz, Liechtenstein

  • Maestre FT, Escudero A, Martinez I, Guerrero C, Rubio A (2005) Does spatial pattern matter to ecosystem functioning? Insights from biological soil crusts. Funct Ecol 19(4):566–573

    Article  Google Scholar 

  • Meehl GA, Stocker TF, Collins WD, Friedlingstein P, Gaye AT, Gregory JM et al (2007) Global climate projections. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 747–843

    Google Scholar 

  • Miller, ME (2005) The structure and functioning of dryland ecosystems—conceptual models to inform long-term ecological monitoring. USGS SIR 2005-5197. US Geological Survey, Reston, Virginia

  • National Oceanic and Atmospheric Administration (2014) ENSO: recent evolution, current status, and predictions. Climate Prediction Center, College Park

    Google Scholar 

  • Noy-Meir I (1973) Desert ecosystems: environment and producers. Annu Rev Ecol Syst 4:25–51

    Article  Google Scholar 

  • Ogle K, Reynolds J (2004) Plant responses to precipitation in desert ecosystems: integrating functional types, pulses, thresholds, and delays. Oecologia 141(2):1–13

    Article  Google Scholar 

  • Oliver MJ, Velten J, Wood AJ (2000) Bryophytes as experimental models for the study of environmental stress tolerance: Tortula ruralis and desiccation tolerance in mosses. Plant Ecol 151:73–84

    Article  Google Scholar 

  • Pietrasiak N, Drenovsky RE, Santiago LS, Graham RC (2014) Biogeomorphology of a Mojave desert landscape–configurations and feedbacks of abiotic and biotic land surfaces during landform evolution. Geomorphology 206:23–36

  • Proctor M (2000) The bryophyte paradox: tolerance of desiccation, evasion of drought. Plant Ecol 151:41–49

    Article  Google Scholar 

  • Proctor M (2001) Patterns of desiccation tolerance and recovery in bryophytes. Plant Growth Regul 35(2):147–156

    Article  CAS  Google Scholar 

  • R Development Core Team (2012). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/

  • Reed S, Coe KK, Sparks J, Zelikova TJ, Belnap J (2012) Changes to dryland rainfall result in rapid moss mortality and altered soil fertility. Nature Climate Change 2:752–755

    Article  CAS  Google Scholar 

  • Reynolds JF, Kemp PR, Ogle K, Fernández RJ (2004) Modifying the ‘pulse–reserve’paradigm for deserts of North America: precipitation pulses, soil water, and plant responses. Oecologia 141(2):194–210

    Article  PubMed  Google Scholar 

  • Rietkerk M, van den Bosch F, van de Koppel J (1997) Site-specific properties and irreversible vegetation changes in semi-arid grazing systems. Oikos 80:241–252

  • Rosentreter R, Belnap J (2001) Biological Soil Crusts of North America. In: Belnap J, Lange OL (eds) Biological soil crusts: structure, function, and management. Ecological Studies, vol 150. Springer, Heidelberg, pp 31–50

  • Schoof JT, Pryor SC, Surprenant J (2010) Development of daily precipitation projections for the US based on probabilistic downscaling. J Geophys Res 115:D13106

    Article  Google Scholar 

  • Schwinning S, Sala O (2004) Hierarchy of responses to resource pulses in arid and semi-arid ecosystems. Oecologia 141(2):211–220

    PubMed  Google Scholar 

  • Seager R, Vecchi GA (2010) Climate change and water in southwestern North America special feature: greenhouse warming and the 21st century hydroclimate of southwestern North America. Proc Natl Acad Sci USA 107(50):21277–21282

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Seager R, Ting M, Held I, Kushnir Y, Lu J, Vecchi G et al (2007) Model projections of an imminent transition to a more arid climate in southwestern North America. Science 316(5828):1181–1184

    Article  CAS  PubMed  Google Scholar 

  • Stainforth DA, Aina T, Christensen C, Collins M, Faull N, Frame DJ et al (2005) Uncertainty in predictions of the climate response to rising levels of greenhouse gases. Nature 433(7024):403–406

    Article  CAS  PubMed  Google Scholar 

  • Stark LR (1997) Phenology and reproductive biology of Syntrichia inermis (Bryopsida, Pottiaceae) in the Mojave Desert. Bryologist 100:13–27

    Article  Google Scholar 

  • Stark LR, Mishler BD, McLetchie DN (1998) Sex expression and growth rates in natural populations of the desert soil crustal moss Syntrichia caninervis. J Arid Environ 40:401–416

    Article  Google Scholar 

  • Sun Y, Solomon S, Dai A, Portmann RW (2007) How often will it rain? J Clim 20(19):4801–4818

    Article  Google Scholar 

  • Trenberth KE, Dai A, Rasmussen RM, Parsons DB (2003) The changing character of precipitation. Bull Am Met Soc 84(9):1205–1217

    Article  Google Scholar 

  • Weltzin JF, Loik ME, Schwinning S, Williams DG, Fay PA, Haddad BM et al (2003) Assessing the response of terrestrial ecosystems to potential changes in precipitation. Bioscience 53(10):941–952

    Article  Google Scholar 

  • Witwicki D (2009) Climate monitoring in the Northern Colorado Plateau network: annual report 2007 (NRTR—2009/215). Natural Resource Program Center. National Park Service, US Department of the Interior

  • Witwicki D (2010) Climate monitoring in the Northern Colorado Plateau network: annual report 2007 (NRTR—2010/337). Natural Resource Program Center. National Park Service, U.S. Department of the Interior

  • Zelikova TJ, Housman DC, Grote EE, Neher DA, Belnap J (2012) Warming and increased precipitation frequency on the Colorado Plateau: implications for biological soil crusts and soil processes. Plant Soil 355(1–2):265–282

    Article  CAS  Google Scholar 

  • Zhang X, Zwiers FW, Hegerl GC, Lambert FH, Gillett NP, Solomon S et al (2007) Detection of human influence on twentieth-century precipitation trends. Nature 448(7152):461–465

    Article  CAS  PubMed  Google Scholar 

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Acknowledgments

We wish to acknowledge Steve Ellner for invaluable assistance in the initial development phases of the biocrust moss model as well as subsequent advice on final simulation procedures. We also thank Barbara Bedford, Tom Whitlow, and two anonymous reviewers for extremely valuable feedback on previous versions of this manuscript.

Conflict of interest

The authors declare no conflict of interest with the organizations that sponsored the research.

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The experiments presented in this manuscript comply with the current laws in the USA, where the experiments were performed.

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Correspondence to Kirsten K. Coe.

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Communicated by Russell Monson.

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Coe, K.K., Sparks, J.P. Physiology-based prognostic modeling of the influence of changes in precipitation on a keystone dryland plant species. Oecologia 176, 933–942 (2014). https://doi.org/10.1007/s00442-014-3067-7

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