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Inter-annual variability of NDVI in response to long-term warming and fertilization in wet sedge and tussock tundra

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Abstract

This study explores the relationship between the normalized difference vegetation index (NDVI) and aboveground plant biomass for tussock tundra vegetation and compares it to a previously established NDVI–biomass relationship for wet sedge tundra vegetation. In addition, we explore inter-annual variation in NDVI in both these contrasting vegetation communities. All measurements were taken across long-term experimental treatments in wet sedge and tussock tundra communities at the Toolik Lake Long Term Ecological Research (LTER) site, in northern Alaska. Over 15 years (for wet sedge tundra) and 14 years (for tussock tundra), N and P were applied in factorial experiments (N, P and N+P), air temperature was increased using greenhouses with and without N+P fertilizer, and light intensity was reduced by 50% using shade cloth. during the peak growing seasons of 2001, 2002, and 2003, NDVI measurements were made in both the wet sedge and tussock tundra experimental treatment plots, creating a 3-year time series of inter-annual variation in NDVI. We found that: (1) across all tussock experimental tundra treatments, NDVI is correlated with aboveground plant biomass (r 2=0.59); (2) NDVI–biomass relationships for tussock and wet sedge tundra communities are community specific, and; (3) NDVI values for tussock tundra communities are typically, but not always, greater than for wet sedge tundra communities across all experimental treatments. We suggest that differences between the response of wet sedge and tussock tundra communities in the same experimental treatments result from the contrasting degree of heterogeneity in species and functional types that characterize each of these Arctic tundra vegetation communities.

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References

  • Billings WD (1987) Carbon balance of Alaskan tundra and taiga ecosystems: past, present, and future. Q Sci Rev 6:165–177

    Google Scholar 

  • Billings WD, Mooney HA (1968) The ecology of arctic and alpine plants. Biol Rev 43:481–530

    Article  Google Scholar 

  • Boelman NT, Stieglitz M, Rueth HM, Sommerkorn M, Griffin KL, Shaver GR and Gamon JA (2003) Response of NDVI, biomass, and ecosystem gas exchange to long-term warming and fertilization in wet sedge tundra. Oecologia 135:414–421

    PubMed  Google Scholar 

  • Braswell BH, Schimel DS, Linder E, Moore B III (1997) The response of global terrestrial ecosystems to interannual temperature variability. Science 278:870–872

    Article  CAS  Google Scholar 

  • Bret-Harte MS, Chavez AS, Gunkelman RF IV, Johnstone J, Laundre JA, Lippert SC, Shaver GR, Wagner JL, Zoerner JP (2001) Developmental plasticity allows Betula nana to dominate tundra subjected to an altered environment. Ecology 82:18–32

    Google Scholar 

  • Chapin FS, Shaver GR, Giblin AE, Nadelhoffer KJ, Laundre JA (1995) Responses of arctic tundra to experimental and observed changes in climate. Ecology 76(3):694–711

    Article  Google Scholar 

  • Giblin AE, Nadelhoffer KJ, Shaver GR, Laundre JA, McKerrow AJ (1991) Biogeochemical diversity along a riverside toposequence in Arctic Alaska. Ecol Monogr 61(4):415–435

    Article  Google Scholar 

  • Gorham E (1991) Northern peatlands: role in the carbon cycle and probable responses to climatic warming. Ecol Appl 1:182–195

    Article  Google Scholar 

  • Gough L, Wookey PA, Shaver GR (2002) Dry heath arctic tundra responses to long-term nutrient and light manipulation. Arc Antarc Alp Res 34:211–218

    Article  Google Scholar 

  • Goward SN, Dye D (1987) Evaluating North American net primary productivity with satellite observations. Adv Space Res 7(11):165–174

    Article  Google Scholar 

  • Goward SN, Tucker CJ, Dye DG (1985) North American vegetation patterns observed with the NOAA-7 advanced very high resolution radiometer. Vegetation 64:3–14

    Article  Google Scholar 

  • Grulke NE, Riechers GH, Oechel WC, Hjelm U, Jaeger C (1990) Carbon balance in tussock tundra under ambient and elevated atmospheric CO2. Oecologia 83:485–494

    Article  Google Scholar 

  • Hamilton TD (1986) Late Cenozoic glaciation of the central Brooks Range. In: Hamilton TD, Reed KM, Thorson RM (eds) Glaciation in Alaska: the geologic record. Alaska Geological Society, Anchorage, pp 9–49

    Google Scholar 

  • Hatfield JL, Kanemasu ET, Asrar G, Jackson RD, Pinter PJ Jr, Reginato RJ, Idso SB (1985) Leaf area estimates from spectral measurements over various planting dates of wheat. Int J Environ 6:167–175

    Google Scholar 

  • Havstrom M, Callaghan TV, Jonasson S (1993) Differential growth responses of Cassiope tetragona, an arctic dwarf-shrub, to environmental perturbations among three contrasting high- and subarctic sites. Oikos 66:389–402

    Article  Google Scholar 

  • Henry GHR, Freedman B, Svoboda J (1986) Effects of fertilization on three tundra plant communities of a polar desert oasis. Can J Bot 64:2502–2507

    Article  Google Scholar 

  • Hobbie SE, Chapin FS III (1998) The response of tundra plant biomass, aboveground production, nitrogen, and CO2 flux to experimental warming. Ecology 79:1526–1544

    Google Scholar 

  • Hope AS, Kimball JS, Stow DA (1993) The relationship between tussock tundra spectral reflectance properties and biomass and vegetation composition. Int J Remote Sens 14(10):1861–1874

    Article  Google Scholar 

  • Houghton JT, Jenkins GJ, Ephraums JJ (1990) Climate change. The IPCC scientific assessment. Working group 1 report, intergovernmental panel on climate change, WMO and UNEP, Cambridge University Press, p 364

  • Johnson L, Shaver, GR, Cades D, Rastetter EB, Nadelhoffer KJ, Giblin AE, Laundre J, Stanley A (2000) Carbon-nutrient interactions control CO2 exchange in Alaskan wet sedge ecosystems. Ecology 81:453–469

    Google Scholar 

  • Jonasson S, Lee JA, Callaghan TV, Havstrom M, Parsons A (1996) Direct and indirecnt effects of increasing temperatures on subarctic ecosystems. In: Karlsson PS, Callaghan TV (eds) Plant ecology in the subarctic Swedish lapland. Ecol Bull 45:180–191

  • Jonasson S, Michelsen A, Schmidt IK, Nielsen EV (1999) Responses in microbes and plants to changes in temperature, nutrient and light regimes in the Arctic. Ecology 80:1828–1843

    Google Scholar 

  • Maxwell B (1992) Arctic climate: potential for change under global warming. In: Chapin FS III, Jeffries R, Reynolds JF, Shaver G, Svoboda J (eds) Arctic ecosystems in a changing climate. Academic, San Diego, pp 11–34

    Google Scholar 

  • McKane RB, Rastetter EB, Shaver GR, Nadelhoffer KJ, Giblin AE, Laundre JA (1997) Climatic effects on tundra carbon storage inferred from experimental data and a model study. Ecology 78:1170–1187

    Google Scholar 

  • Muller SV, Racoviteanu AE, Walker DA (1999) Landsat MSS-derived land-cover map of northern Alaska: extrapolation methods and a comparison with photo-interpreted and AVHRR-derived maps. Int J Remote Sens 20:2921–2946

    Article  Google Scholar 

  • Myneni RB, Keeling CD, Tucker CJ, Asrar G, Nemani RR (1997) Increased plant growth in the northern high latitudes from 1981 to 1991. Nature 386:698–702

    Article  CAS  Google Scholar 

  • Myneni RB, Dong J, Tucker CJ, Kaufmann RK, Kauppi PE, Liski J, Zhou L, Alexeyev V, Hughes MK (2001) A large carbon sink in the woody biomass of northern forests. Proc Natl Acad Sci 98(26):14784–14789

    Article  PubMed  CAS  Google Scholar 

  • Oberbauer SF, Cheng W, Gillespie C, Ostendorf B, Sala A, Gebauer R, Virginia R, Tenhunen JD (1996) Landscape patterns of CO2 exchange in tundra ecosystems. In: Reynolds JF, Tenhunen JD (eds) Landscape function and disturbance in Arctic tundra. Ecological Studies, Springer, Berlin Heidelberg New York, pp 223–256

    Google Scholar 

  • Oechel W, Billings WD (1992) Effects of global warming on the carbon balance of arctic plants and ecosystems. In: Chapin FS III, Jeffries R, Shaver G, Reynolds J, Svoboda J (eds) Physiological ecology of Arctic plants: implications for climate change. Academic, New York, pp 139–168

    Google Scholar 

  • Oechel WC, Hastings SJ, Vourtlitis G, Jenkins M, Riechers G, Grulke N (1993) Recent change of arctic tundra ecosystems from a new carbon-dioxide sink to a source. Nature 361(6412):520–523

    Article  Google Scholar 

  • Parsons AN, Callaghan TV, Lee JA, Press MC, Welker JM, Wookey PA (1994) Growth responses of four sub-arctic dwarf shrubs to simulated environmental change. J Ecol 82:307–318

    Article  Google Scholar 

  • Press MC, Potter JA, Burke MJW, Callaghan TV, Lee JA (1998) Responses of a subarctic dwarf heath community to simulated environmental change. J Ecol 86:315–327

    Article  Google Scholar 

  • Riaño D, Chuvieco E, Ustin S, Zomer R, Dennison P, Roberts D, Salas J (2003) Assessment of vegetation regeneration after fire through multitemporal analysis of AVIRIS images in the Santa Monica Mountains. Remote Sens Environ 79:60–71

    Article  Google Scholar 

  • Roberts DA, Adams JB, Smith MO (1993) Discriminating green vegetation, non-photosynthetic vegetation and soils in AVIRIS data. Remote Sens Environ 44(2/3):255–270

    Article  Google Scholar 

  • Roberts DA, Green RO, Adams JB (1997) Temporal and spatial patterns in vegetation and atmospheric properties from AVIRIS. Remote Sens Environ 62:223–240

    Article  Google Scholar 

  • Robinson CH, Wookey PA, Lee JA, Callaghan TV, Press MC (1998) Plant community responses to simulated environmental change at a high arctic polar semi-desert. Ecology 79:856–866

    Article  Google Scholar 

  • Rouse JW, Haas RH, Schell JA, Deering DW (1974) Monitoring vegetation systems in the great plains with ERTS. In: Proceedings of the 3rd earth resources technology satellite-1 symposium, Greenbelt: NASA SP-351, pp 301–317

  • Schlesinger ME, Mitchell JFB (1987) Climate model simulations of the equilibrium climatic response to increased carbon dioxide. Rev Geophys 25:760–798

    Google Scholar 

  • Shaver GR (1983) Mineral nutrition and leaf longevity in Ledum palustre: the role of individual nutrients and the timing of leaf mortality. Oecologia 56:160–165

    Article  Google Scholar 

  • Shaver GR, Chapin FS III (1991) Biomass relationships and element cycling in contrasting arctic vegetation types. Ecol Monogr 61(1):1–31

    Article  Google Scholar 

  • Shaver GR, Jonasson S (1999) Response of arctic ecosystems to climate change: results of long-term field experiments in Sweden and Alaska. Polar Res 18:245–252

    Article  Google Scholar 

  • Shaver GR, Kummerow J (1992) Phenology, resource allocation, and growth of arctic vascular plants. In: Chapin FS III, Jefferies R, Reynolds J, Shaver G, Svoboda J (eds) Arctic ecosystems in a changing climate: an ecophysiological perspective. Academic, New York, pp 193–212

    Google Scholar 

  • Shaver GR, Laundre JA (1997) Leaf exsertion, leaf elongation, and leaf senescence in Eriophorum vaginatum and Carex bigelowii in northern Alaska. Global Change Biology, special issue on ITEX research 3(Suppl 1):146–157

  • Shaver GR, Billings WD, Chapin FS III, Giblin AE, Nadelhoffer KJ, Oechel WC, Rastetter EB (1992) Global change and the carbon balance of arctic ecosystems. BioScience 42:433–441

    Article  Google Scholar 

  • Shaver GR, Johnson LC, Cades DH, Murray G, Laundre JA, Rastetter EB, Nadelhoffer KJ, Giblin AE (1998) Biomass and CO2 flux in wet sedge tundras: responses to nutrients, temperature, and light. Ecol Monogr 68(1):75–97

    Google Scholar 

  • Shaver GR, Bret-Harte MS, Jones MH, Johnstone LC, Gough L, Laundre J, Chapin FS III (2001) Species composition interacts with fertilizer to control long term change in tundra productivity. Ecology 82:3163–3181

    Google Scholar 

  • Sokal RR, Rohlf FJ (1981) Biometry. Freeman, New York

    Google Scholar 

  • Stieglitz M, Gibblin A, Hobbie J, Kling G, Williams M (2000) Simulating the effects of climate change and climate variability on carbon dynamics in Arctic tundra. Global Biogeochem Cycles 14:1123–1136

    Article  CAS  Google Scholar 

  • Ustin SL, Smith MO, Adams JB (1993) Remote sensing of ecological processes: a strategy for developing and testing ecological models using spectral mixture analysis. In: Ehlringer J, Field C (eds) Scaling physiological processes: leaf to globe. Academic, New York, pp 339–357

    Google Scholar 

  • Walker MD, Walker DA, Everett KR (1989) Wetland soils and vegetation, Arctic Foothills, Alaska. US Fish Wildl Serv Biol Rep 89(7)

  • Weller G, Chapin FS III, Everett KR, Hobbie JE, Kane D, Oechel WC, Ping CL, Reeburgh WS, Walker D, Walsh J (1995) The arctic flux study: a regional view of trace gas release. J Biogeogr 22:365–374

    Article  Google Scholar 

  • Williams M, Rastetter EB (1999) Vegetation characteristics and primary productivity along an arctic transect: implications for scaling up. J Ecol 87:885–898

    Article  Google Scholar 

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Acknowledgements

This project has been funded through support from NSF grants from the Office of Polar Programs (OPP-002369), from the division of Environmental Biology (Arctic LTER Project), and from an NSF Cooperative Agreement (OPP-0002239, as well as the NASA Seasonal-to-Interannual Prediction Project at Goddard Space Flight Center, NASA’s Global Modeling and Analysis Program under RTOP 622-24-47, and the NSF Biocomplexity award ATM 0221835. We thank Jim Laundre for field assistance and many others for their help with the biomass harvesting. This is Lamont-Doherty Earth Observatory contribution number 6722.

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Correspondence to Natalie T. Boelman.

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Communicated by Jim Ehleringer

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Boelman, N.T., Stieglitz, M., Griffin, K.L. et al. Inter-annual variability of NDVI in response to long-term warming and fertilization in wet sedge and tussock tundra. Oecologia 143, 588–597 (2005). https://doi.org/10.1007/s00442-005-0012-9

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