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Volumn 33, Issue 12, 2013, Pages 1256-1268

Can spatial data substitute temporal data in phenological modelling? A survey using birch flowering

Author keywords

Betula pendula Roth; chilling; DORMPHOT; linear model; Munich; space for time substitution; temperature; urbanization gradient

Indexed keywords

FLOWERING; GLOBAL WARMING; MODELING; PHENOLOGY; SPATIAL DATA; STUDY METHOD; SUBSTITUTION; TEMPERATURE EFFECT; URBANIZATION;

EID: 84891520329     PISSN: 0829318X     EISSN: 17584469     Source Type: Journal    
DOI: 10.1093/treephys/tpt079     Document Type: Article
Times cited : (45)

References (55)
  • 1
    • 0037267157 scopus 로고    scopus 로고
    • Two decades of urban climate research: A review of turbulence, exchanges of energy and water, and the urban heat island
    • DOI 10.1002/joc.859
    • Arnfield AJ (2003) Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island. Int J Climatol 23:1-26. (Pubitemid 36196164)
    • (2003) International Journal of Climatology , vol.23 , Issue.1 , pp. 1-26
    • Arnfield, A.J.1
  • 2
    • 0002230283 scopus 로고
    • Zur Phänologie von Laubhölzern und ihre Anwendung bei lokalklimatischen Untersuchungen
    • Baumgartner A (1952) Zur Phänologie von Laubhölzern und ihre Anwendung bei lokalklimatischen Untersuchungen. Ber Detsch Wetterdienst US-Zone 42:69-73.
    • (1952) Ber Detsch Wetterdienst US-Zone , vol.42 , pp. 69-73
    • Baumgartner, A.1
  • 3
    • 0034243550 scopus 로고    scopus 로고
    • Spring phenology trends in the alberta, canada: Links to ocean temperature
    • Beaubien EG, Freeland HJ (2000) Spring phenology trends in the Alberta, Canada: links to ocean temperature. Int J Biometeorol 44:53-59.
    • (2000) Int J Biometeorol , vol.44 , pp. 53-59
    • Beaubien, E.G.1    Freeland, H.J.2
  • 4
    • 8744307994 scopus 로고    scopus 로고
    • Multimodel inference: Understanding AIC and BIC in model selection
    • DOI 10.1177/0049124104268644
    • Burnham KP, Anderson DR (2004) Multimodel inference: understanding AIC and BIC in model selection. Sociol Method Res 33:261-304. (Pubitemid 39519124)
    • (2004) Sociological Methods and Research , vol.33 , Issue.2 , pp. 261-304
    • Burnham, K.P.1    Anderson, D.R.2
  • 5
    • 77951767400 scopus 로고    scopus 로고
    • Increasing the robustness of phenological models vitis vinifera cv. Chardonnay
    • Caffarra A, Eccel E (2010) Increasing the robustness of phenological models Vitis vinifera cv. Chardonnay. Int J Biometeorol 54:255-267.
    • (2010) Int J Biometeorol , vol.54 , pp. 255-267
    • Caffarra, A.1    Eccel, E.2
  • 6
    • 79956339357 scopus 로고    scopus 로고
    • Modelling the timing of betula pubescens budburst. Ii. Integrating complex effects of photoperiod into process-based models
    • Caffarra A, Donnelly A, Chuine I (2011a) Modelling the timing of Betula pubescens budburst. II. Integrating complex effects of photoperiod into process-based models. Clim Res 46:159-170.
    • (2011) Clim Res , vol.46 , pp. 159-170
    • Caffarra, A.1    Donnelly, A.2    Chuine, I.3
  • 7
    • 79956358939 scopus 로고    scopus 로고
    • Modelling the timing of betula pubescens budburst. I. Temperature and photoperiod: A conceptual model
    • Caffarra A, Donnelly A, Chuine I, Jones MB (2011b) Modelling the timing of Betula pubescens budburst. I. Temperature and photoperiod: a conceptual model. Clim Res 46:147-157.
    • (2011) Clim Res , vol.46 , pp. 147-157
    • Caffarra, A.1    Donnelly, A.2    Chuine, I.3    Jones, M.B.4
  • 8
    • 0034619679 scopus 로고    scopus 로고
    • A unified model for budburst of trees
    • Chuine I (2000) A unified model for budburst of trees. J Theor Biol 207:337-347.
    • (2000) J Theor Biol , vol.207 , pp. 337-347
    • Chuine, I.1
  • 10
    • 33646049856 scopus 로고    scopus 로고
    • Long-term urban-rural comparison
    • In: Schwartz MD (ed.) Kluwer, Dordrecht, Boston and London
    • Defila C, Clot B (2003) Long-term urban-rural comparison. In: Schwartz MD (ed.) Phenology: an integrative environmental science. Kluwer, Dordrecht, Boston and London, pp 541-554.
    • (2003) Phenology: An Integrative Environmental Science , pp. 541-554
    • Defila, C.1    Clot, B.2
  • 11
    • 33646035529 scopus 로고    scopus 로고
    • Phytophenological trends in the swiss alps, 1951-2002
    • Defila C, Clot B (2005) Phytophenological trends in the Swiss Alps, 1951-2002. Meteorol Z 14:191-196.
    • (2005) Meteorol Z , vol.14 , pp. 191-196
    • Defila, C.1    Clot, B.2
  • 12
    • 34548416862 scopus 로고    scopus 로고
    • Phenological phases of common beech (fagus sylvatica l.) and their dependence and their dependence on region and altitude in southern germany
    • Dittmar C, Elling W (2006) Phenological phases of common beech (Fagus sylvatica L.) and their dependence and their dependence on region and altitude in southern Germany. Eur J For Res 125:181-188.
    • (2006) Eur J For Res , vol.125 , pp. 181-188
    • Dittmar, C.1    Elling, W.2
  • 13
    • 1642488981 scopus 로고    scopus 로고
    • Bayesian analysis of climate change impacts in phenology
    • DOI 10.1111/j.1529-8817.2003.00731.x
    • Dose V, Menzel A (2004) Bayesian analysis of climate change impacts in phenology. Glob Change Biol 10:259-272. (Pubitemid 38403461)
    • (2004) Global Change Biology , vol.10 , Issue.2 , pp. 259-272
    • Dose, V.1    Menzel, A.2
  • 14
    • 4344623846 scopus 로고    scopus 로고
    • Integrating experimental and gradient methods in ecological climate change research
    • Dunne JA, Saleska SR, Fischer ML, Harte J (2004) Integrating experimental and gradient methods in ecological climate change research. Ecology 85:904-916. (Pubitemid 39474399)
    • (2004) Ecology , vol.85 , Issue.4 , pp. 904-916
    • Dunne, J.A.1    Saleska, S.R.2    Fischer, M.L.3    Harte, J.4
  • 15
    • 65049091215 scopus 로고    scopus 로고
    • Risk of spring frost to apple production under future climate scenarios: The role of phenological acclimation
    • Eccel E, Rea R, Caffarra A, Crisci A (2009) Risk of spring frost to apple production under future climate scenarios: the role of phenological acclimation. Int J Biometeorol 53:273-286.
    • (2009) Int J Biometeorol , vol.53 , pp. 273-286
    • Eccel, E.1    Rea, R.2    Caffarra, A.3    Crisci, A.4
  • 16
    • 68849120325 scopus 로고    scopus 로고
    • European Environment Agency EEA (8 October 2012, date last accessed).
    • European Environment Agency EEA (2000) CORINE Land Cover 2000. http://www.eea.europa.eu/themes/landuse/clc-download (8 October 2012, date last accessed).
    • (2000) CORINE Land Cover 2000
  • 17
    • 44849132404 scopus 로고    scopus 로고
    • GLOBE students, teachers, and scientists demonstrate variable differences between urban and rural leaf phenology
    • DOI 10.1111/j.1365-2486.2008.01602.x
    • Gazal R, White MA, Gillies R, Rodemaker E, Sparrow E, Gordon L (2008) GLOBE Students, teachers, and scientists demonstrate variable differences between urban and rural leaf phenology. Glob Change Biol 14:1568-1580. (Pubitemid 351796640)
    • (2008) Global Change Biology , vol.14 , Issue.7 , pp. 1568-1580
    • Gazal, R.1    White, M.A.2    Gillies, R.3    Rodemaker, E.4    Sparrow, E.5    Gordon, L.6
  • 18
    • 0033967205 scopus 로고    scopus 로고
    • Acclimation of photosynthesis and respiration to simulated climatic warming in northern and southern populations of Acer saccharum: Laboratory and field evidence
    • Gunderson CA, Norby RJ, Wullschleger SD (2000) Acclimation of photosynthesis and respiration to simulated climatic warming in northern and southern populations of Acer saccharum: laboratory and field evidence. Tree Physiol 20:87-96. (Pubitemid 30079161)
    • (2000) Tree Physiology , vol.20 , Issue.2 , pp. 87-96
    • Gunderson, C.A.1    Norby, R.J.2    Wullschleger, S.D.3
  • 19
    • 77955082577 scopus 로고    scopus 로고
    • Thermal plasticity of photosynthesis: The role of acclimation in forest responses to a warming climate
    • Gunderson CA, O'Hara KH, Campion CM, Walker AV, Edwards NT (2010) Thermal plasticity of photosynthesis: the role of acclimation in forest responses to a warming climate. Glob Change Biol 16:2272-2286.
    • (2010) Glob Change Biol , vol.16 , pp. 2272-2286
    • Gunderson, C.A.1    O'Hara, K.H.2    Campion, C.M.3    Walker, A.V.4    Edwards, N.T.5
  • 20
    • 78650922806 scopus 로고    scopus 로고
    • Monitoring elevation variations in leaf phenology of deciduous broadleaf forests from spot/vegetation time-series
    • Guyon D, Guillot M, Vitasse Y, Cardot H, Hagolle O, Delzon S, Wigneron J-P (2011) Monitoring elevation variations in leaf phenology of deciduous broadleaf forests from SPOT/VEGETATION time-series. Remote Sens Environ 115:615-627.
    • (2011) Remote Sens Environ , vol.115 , pp. 615-627
    • Guyon, D.1    Guillot, M.2    Vitasse, Y.3    Cardot, H.4    Hagolle, O.5    Delzon, S.6    Wigneron, J.-P.7
  • 21
    • 0028887197 scopus 로고
    • Effects of climatic change on trees from cool and temperate regions: An ecophysiological approach to modelling of bud burst phenology
    • Hänninen H (1995a) Effects of climatic change on trees from cool and temperate regions: an ecophysiological approach to modelling of bud burst phenology. Can J Bot 73:183-199.
    • (1995) Can J Bot , vol.73 , pp. 183-199
    • Hänninen, H.1
  • 22
    • 0028893545 scopus 로고
    • Assessing ecological implications of climatic change: Can we rely on our simulation models?
    • Hänninen H (1995b) Assessing ecological implications of climatic change: can we rely on our simulation models? Clim Change 31:1-4.
    • (1995) Clim Change , vol.31 , pp. 1-4
    • Hänninen, H.1
  • 23
    • 0030423316 scopus 로고    scopus 로고
    • Overwintering and productivity of scots pine in a changing climate
    • Hänninen H, Leinonen I, Repo T, Kellomäki S (1996) Overwintering and productivity of Scots pine in a changing climate. Silva Fenn 30:229-237.
    • (1996) Silva Fenn , vol.30 , pp. 229-237
    • Hänninen, H.1    Leinonen, I.2    Repo, T.3    Kellomäki, S.4
  • 24
    • 33947572711 scopus 로고    scopus 로고
    • Dormancy release of Norway spruce under climatic warming: Testing ecophysiological models of bud burst with a whole-tree chamber experiment
    • Hänninen H, Slaney M, Linder S (2007) Dormancy release of Norway spruce under climatic warming: Testing ecophysiological models of bud burst with a whole-tree chamber experiment. Tree Physiol 27:291-300. (Pubitemid 46480186)
    • (2007) Tree Physiology , vol.27 , Issue.2 , pp. 291-300
    • Hanninen, H.1    Slaney, M.2    Linder, S.3
  • 25
    • 0142072015 scopus 로고    scopus 로고
    • High autumn temperature delays spring bud burst in boreal trees, counterbalancing the effect of climatic warming
    • Heide OM (2003) High autumn temperature delays spring bud burst in boreal trees, counterbalancing the effect of climatic warming. Tree Physiol 23:931-936. (Pubitemid 37292482)
    • (2003) Tree Physiology , vol.23 , Issue.13 , pp. 931-936
    • Heide, O.M.1
  • 26
    • 60949112280 scopus 로고    scopus 로고
    • Responses of herbaceous plants to urban air pollution: Effects on growth, phenology and leaf surface characteristics
    • Honour SL, Bell JNB, Ashenden TW, Cape JN, Power SA (2009) Responses of herbaceous plants to urban air pollution: Effects on growth, phenology and leaf surface characteristics. Environ Pollut 157:1279-1286.
    • (2009) Environ Pollut , vol.157 , pp. 1279-1286
    • Honour, S.L.1    Bell, J.N.B.2    Ashenden, T.W.3    Cape, J.N.4    Power, S.A.5
  • 27
    • 0027047220 scopus 로고
    • Predicting the timing of budburst in temperate trees
    • Hunter AF, Lechowicz MJ (1992) Predicting the timing of budburst in temperate trees. J Appl Ecol 29:597-604. (Pubitemid 23399529)
    • (1992) Journal of Applied Ecology , vol.29 , Issue.3 , pp. 597-604
    • Hunter, A.F.1    Lechowicz, M.J.2
  • 28
    • 0002849012 scopus 로고
    • Calibration of process-oriented models
    • Jansen PHM, Heuberger PSC (1995) Calibration of process-oriented models. Ecol Model 83:55-66.
    • (1995) Ecol Model , vol.83 , pp. 55-66
    • Jansen, P.H.M.1    Heuberger, P.S.C.2
  • 29
    • 80054082831 scopus 로고    scopus 로고
    • Effects of extreme spring temperatures on urban phenology and pollen production: A case study in munich and ingolstadt
    • Jochner S, Beck I, Behrendt H, Traidl-Hoffmann C, Menzel A (2011) Effects of extreme spring temperatures on urban phenology and pollen production: a case study in Munich and Ingolstadt. Clim Res 49:101-112.
    • (2011) Clim Res , vol.49 , pp. 101-112
    • Jochner, S.1    Beck, I.2    Behrendt, H.3    Traidl-Hoffmann, C.4    Menzel, A.5
  • 30
    • 84857053576 scopus 로고    scopus 로고
    • The influence of altitude and urbanisation on tends and mean dates in phenology (1980- 2009)
    • Jochner S, Sparks TH, Estrella N, Menzel A (2012) The influence of altitude and urbanisation on tends and mean dates in phenology (1980-2009). Int J Biometeorol 56:387-394.
    • (2012) Int J Biometeorol , vol.56 , pp. 387-394
    • Jochner, S.1    Sparks, T.H.2    Estrella, N.3    Menzel, A.4
  • 33
    • 70349455825 scopus 로고    scopus 로고
    • Altitudinal variation in flowering time of lilac (syringa vulgaris l.) in the alps in relation to temperatures
    • Larcher W (2006) Altitudinal variation in flowering time of lilac (Syringa vulgaris L.) in the Alps in relation to temperatures. Österr Akad Wiss Math-Naturwiss Kl Sitzungsber Abt I 212:3-18.
    • (2006) Österr Akad Wiss Math-Naturwiss Kl Sitzungsber Abt I , vol.212 , pp. 3-18
    • Larcher, W.1
  • 34
    • 0041485462 scopus 로고
    • Photoperiodism in plants
    • Leopold AC (1951) Photoperiodism in plants. Q Rev Biol 26:247-263.
    • (1951) Q Rev Biol , vol.26 , pp. 247-263
    • Leopold, A.C.1
  • 35
    • 0032294990 scopus 로고    scopus 로고
    • The transition to flowering
    • Levy YY, Dean C (1998) The transition to flowering. Plant Cell 10:1973-1990.
    • (1998) Plant Cell , vol.10 , pp. 1973-1990
    • Levy, Y.Y.1    Dean, C.2
  • 36
    • 34248165622 scopus 로고    scopus 로고
    • Phenological responses of plants to climate change in an urban environment
    • DOI 10.1007/s11284-006-0044-6, Special Feature in Sustainability and Biodiversity of Forest Ecosystems: An Interdisciplinary Approach
    • Luo Z, Sun OJ, Ge Q, Xu W, Zheng J (2007) Phenological responses of plants to climate change in an urban environment. Ecol Res 22:507-514. (Pubitemid 46713250)
    • (2007) Ecological Research , vol.22 , Issue.3 , pp. 507-514
    • Luo, Z.1    Sun, O.J.2    Ge, Q.3    Xu, W.4    Zheng, J.5
  • 37
    • 0343317214 scopus 로고    scopus 로고
    • BBCH-Monograph. Biologische Bundesanstalt für Land und Forstwirtschaft, Berlin, Braunschweig.
    • Meier U (ed.) (2001) Entwicklungsstadien mono- und dikotyler Pflanzen. BBCH-Monograph. Biologische Bundesanstalt für Land und Forstwirtschaft, Berlin, Braunschweig.
    • (2001) Entwicklungsstadien mono- und dikotyler Pflanzen
    • Meier, U.1
  • 38
    • 30444435617 scopus 로고    scopus 로고
    • Temperature response rates from long-term phenological records
    • Menzel A, Estrella N, Testka A (2005) Temperature response rates for long-term phenological records. Clim Res 30:21-28. (Pubitemid 43072676)
    • (2005) Climate Research , vol.30 , Issue.1 , pp. 21-28
    • Menzel, A.1    Estrella, N.2    Testka, A.3
  • 40
  • 41
    • 0024885188 scopus 로고
    • Date of budburst of fifteen tree species in Britain following climatic warming
    • Murray MB, Cannell MGR, Smith RI (1989) Date of budburst of fifteen species in Britain following climatic warming. J Appl Ecol 26:693-700. (Pubitemid 20419515)
    • (1989) Journal of Applied Ecology , vol.26 , Issue.2 , pp. 693-700
    • Murray, M.B.1    Cannell, M.G.R.2    Smith, R.I.3
  • 42
    • 0028983933 scopus 로고
    • Dormancy release and chilling requirement of buds of latitudinal ecotypes of Betula pendula and B. Pubescens
    • Myking T, Heide OM (1995) Dormancy release and chilling requirement of buds of latitudinal ecotypes of Betula pendula and B. pubescens. Tree Physiol 15:697-704. (Pubitemid 26454458)
    • (1995) Tree Physiology , vol.15 , Issue.11 , pp. 697-704
    • Myking, T.1    Heide, O.M.2
  • 43
    • 0032405963 scopus 로고    scopus 로고
    • Effects of photoperiod and temperature on the timing of bud burst in Norway spruce (Picea abies)
    • Partanen J, Koski V, Hänninen H (1998) Effects of photoperiod and temperature on the timing of bud burst in Norway spruce (Picea abies). Tree Physiol 18:811-816. (Pubitemid 29000396)
    • (1998) Tree Physiology , vol.18 , Issue.12 , pp. 811-816
    • Partanen, J.1    Koski, V.2    Hanninen, H.3
  • 45
    • 0002101169 scopus 로고
    • Investigations on the annual cycle of development of forest trees. Ii. Autumn dormancy and winter dormancy
    • Sarvas R (1974) Investigations on the annual cycle of development of forest trees. II. Autumn dormancy and winter dormancy. Commun Inst For Fenn 84:1-101.
    • (1974) Commun Inst For Fenn , vol.84 , pp. 1-101
    • Sarvas, R.1
  • 47
    • 0141723332 scopus 로고    scopus 로고
    • Physiology-based phenology models for forest tree species in Germany
    • DOI 10.1007/s00484-003-0171-5
    • Schaber J, Badeck FW (2003) Physiology-based phenology models for forest tree species in Germany. Int J Biometeorol 47:193-201. (Pubitemid 37231626)
    • (2003) International Journal of Biometeorology , vol.47 , Issue.4 , pp. 193-201
    • Schaber, J.1    Badeck, F.-W.2
  • 48
    • 39649123727 scopus 로고    scopus 로고
    • The importance of hardening and winter temperature for growth in mountain birch populations
    • DOI 10.1016/j.envexpbot.2007.09.005, PII S0098847207001669
    • Skre O, Taulavuori K, Taulavuori E, Nilsen J, Igeland B, Laine K (2008) The importance of hardening and winter temperature for growth in mountain birch populations. Environ Exp Bot 62:254-266. (Pubitemid 351288401)
    • (2008) Environmental and Experimental Botany , vol.62 , Issue.3 , pp. 254-266
    • Skre, O.1    Taulavuori, K.2    Taulavuori, E.3    Nilsen, J.4    Igeland, B.5    Laine, K.6
  • 49
    • 0034244507 scopus 로고    scopus 로고
    • An examination of the relationship between flowering times and temperature at the national scale using long-term phenological records form the uk
    • Sparks TH, Jeffree EP, Jeffree CE (2000) An examination of the relationship between flowering times and temperature at the national scale using long-term phenological records form the UK. Int J Biometeorol 44:82-87.
    • (2000) Int J Biometeorol , vol.44 , pp. 82-87
    • Sparks, T.H.1    Jeffree, E.P.2    Jeffree, C.E.3
  • 50
    • 27744566849 scopus 로고    scopus 로고
    • Inter-annual variability and decadal trends in alpine spring phenology: A multivariate analysis approach
    • DOI 10.1007/s10584-005-6886-z
    • Studer S, Appenzeller C, Defila C (2005) Inter-annual variability and decadal trends in Alpine spring phenology: a multivariate analysis approach. Clim Change 73:395-414. (Pubitemid 41627626)
    • (2005) Climatic Change , vol.73 , Issue.3 , pp. 395-414
    • Studer, S.1    Appenzeller, C.2    Defila, C.3
  • 51
    • 0035515823 scopus 로고    scopus 로고
    • Phenological modifications in plants by various edaphic factors
    • DOI 10.1007/s004840100100
    • Wielgolaski FE (2001) Phenological modifications in plants by various edaphic factors. Int J Biometeorol 45:196-202. (Pubitemid 33626753)
    • (2001) International Journal of Biometeorology , vol.45 , Issue.4 , pp. 196-202
    • Wielgolaski, F.E.1
  • 52
    • 84861421708 scopus 로고    scopus 로고
    • Warming experiments underpredict plant phenological responses to climate change
    • Wolkovich EM, Cook BI, Allen JM et al. (2012) Warming experiments underpredict plant phenological responses to climate change. Nature 485:494-497.
    • (2012) Nature , vol.485 , pp. 494-497
    • Wolkovich, E.M.1    Cook, B.I.2    Allen, J.M.3
  • 54
    • 70349472764 scopus 로고    scopus 로고
    • Influence of altitude on phenology of selected plant species in the alpine region (1971- 2000)
    • Ziello C, Estrella N, Kostova M, Koch E, Menzel A (2009) Influence of altitude on phenology of selected plant species in the alpine region (1971-2000). Clim Res 39:227-234.
    • (2009) Clim Res , vol.39 , pp. 227-234
    • Ziello, C.1    Estrella, N.2    Kostova, M.3    Koch, E.4    Menzel, A.5


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