메뉴 건너뛰기




Volumn 176, Issue , 2016, Pages 272-281

Remotely sensed assessment of urbanization effects on vegetation phenology in China's 32 major cities

Author keywords

End of growing season; Global warming; Start of growing season; Urban heat island; Urbanization; Vegetation phenology

Indexed keywords

BIOLOGY; GLOBAL WARMING; LANDFORMS; RURAL AREAS; SYSTEMS ENGINEERING; URBAN PLANNING; VEGETATION;

EID: 84957615422     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2016.02.010     Document Type: Article
Times cited : (231)

References (66)
  • 1
    • 79958024286 scopus 로고    scopus 로고
    • The dimensions of global urban expansion: Estimates and projections for all countries, 2000-2050
    • Angel S., Parent J., Civco D.L., Blei A., Potere D. The dimensions of global urban expansion: Estimates and projections for all countries, 2000-2050. Progress in Planning 2011, 75:53-107.
    • (2011) Progress in Planning , vol.75 , pp. 53-107
    • Angel, S.1    Parent, J.2    Civco, D.L.3    Blei, A.4    Potere, D.5
  • 2
    • 43949113945 scopus 로고    scopus 로고
    • Phenological data series of cherry tree flowering in Kyoto, Japan, and its application to reconstruction of springtime temperatures since the 9th century
    • Aono Y., Kazui K. Phenological data series of cherry tree flowering in Kyoto, Japan, and its application to reconstruction of springtime temperatures since the 9th century. International Journal of Climatology 2008, 28:905-914.
    • (2008) International Journal of Climatology , vol.28 , pp. 905-914
    • Aono, Y.1    Kazui, K.2
  • 3
    • 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
    • Arnfield A.J. Two decades of urban climate research: A review of turbulence, exchanges of energy and water, and the urban heat island. International Journal of Climatology 2003, 23:1-26.
    • (2003) International Journal of Climatology , vol.23 , pp. 1-26
    • Arnfield, A.J.1
  • 4
    • 84860508869 scopus 로고    scopus 로고
    • Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology
    • Atkinson P.M., Jeganathan C., Dash J., Atzberger C. Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology. Remote Sensing of Environment 2012, 123:400-417.
    • (2012) Remote Sensing of Environment , vol.123 , pp. 400-417
    • Atkinson, P.M.1    Jeganathan, C.2    Dash, J.3    Atzberger, C.4
  • 5
    • 0001633245 scopus 로고    scopus 로고
    • FLUXNET: A new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities
    • Baldocchi D., Falge E., Gu L., Olson R., Hollinger D., Running S., et al. FLUXNET: A new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities. Bulletin of the American Meteorological Society 2001, 82:2415-2434.
    • (2001) Bulletin of the American Meteorological Society , vol.82 , pp. 2415-2434
    • Baldocchi, D.1    Falge, E.2    Gu, L.3    Olson, R.4    Hollinger, D.5    Running, S.6
  • 6
    • 77955273934 scopus 로고    scopus 로고
    • The response of African land surface phenology to large scale climate oscillations
    • Brown M.E., de Beurs K., Vrieling A. The response of African land surface phenology to large scale climate oscillations. Remote Sensing of Environment 2010, 114:2286-2296.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2286-2296
    • Brown, M.E.1    de Beurs, K.2    Vrieling, A.3
  • 7
    • 84857442785 scopus 로고    scopus 로고
    • Urbanization diversifies land surface phenology in arid environments: interactions among vegetation, climatic variation, and land use pattern in the Phoenix metropolitan region, USA
    • Buyantuyev A., Wu J. Urbanization diversifies land surface phenology in arid environments: interactions among vegetation, climatic variation, and land use pattern in the Phoenix metropolitan region, USA. Landscape and Urban Planning 2012, 105:149-159.
    • (2012) Landscape and Urban Planning , vol.105 , pp. 149-159
    • Buyantuyev, A.1    Wu, J.2
  • 9
    • 2942739366 scopus 로고    scopus 로고
    • A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter
    • Chen J., Jönsson P., Tamura M., Gu Z., Matsushita B., Eklundh L. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter. Remote Sensing of Environment 2004, 91:332-344.
    • (2004) Remote Sensing of Environment , vol.91 , pp. 332-344
    • Chen, J.1    Jönsson, P.2    Tamura, M.3    Gu, Z.4    Matsushita, B.5    Eklundh, L.6
  • 10
    • 84876312138 scopus 로고    scopus 로고
    • MODIS detected surface urban heat islands and sinks: Global locations and controls
    • Clinton N., Gong P. MODIS detected surface urban heat islands and sinks: Global locations and controls. Remote Sensing of Environment 2013, 134:294-304.
    • (2013) Remote Sensing of Environment , vol.134 , pp. 294-304
    • Clinton, N.1    Gong, P.2
  • 11
    • 84864539496 scopus 로고    scopus 로고
    • Spring vegetation green-up date in China inferred from SPOT NDVI data: A multiple model analysis
    • Cong N., Piao S., Chen A., Wang X., Lin X., Chen S., et al. Spring vegetation green-up date in China inferred from SPOT NDVI data: A multiple model analysis. Agricultural and Forest Meteorology 2012, 165:104-113.
    • (2012) Agricultural and Forest Meteorology , vol.165 , pp. 104-113
    • Cong, N.1    Piao, S.2    Chen, A.3    Wang, X.4    Lin, X.5    Chen, S.6
  • 14
    • 84857256974 scopus 로고    scopus 로고
    • Trends in fall phenology across the deciduous forests of the Eastern USA
    • Dragoni D., Rahman A.F. Trends in fall phenology across the deciduous forests of the Eastern USA. Agricultural and Forest Meteorology 2012, 157:96-105.
    • (2012) Agricultural and Forest Meteorology , vol.157 , pp. 96-105
    • Dragoni, D.1    Rahman, A.F.2
  • 16
    • 84907901006 scopus 로고    scopus 로고
    • Strong contribution of autumn phenology to changes in satellite-derived growing season length estimates across Europe (1982-2011)
    • Garonna I., Jong R., Wit A.J., Mücher C.A., Schmid B., Schaepman M.E. Strong contribution of autumn phenology to changes in satellite-derived growing season length estimates across Europe (1982-2011). Global Change Biology 2014, 20:3457-3470.
    • (2014) Global Change Biology , vol.20 , pp. 3457-3470
    • Garonna, I.1    Jong, R.2    Wit, A.J.3    Mücher, C.A.4    Schmid, B.5    Schaepman, M.E.6
  • 17
    • 44849132404 scopus 로고    scopus 로고
    • GLOBE students, teachers, and scientists demonstrate variable differences between urban and rural leaf phenology
    • Gazal R., White M.A., Gillies R., Rodemaker E., Sparrow E., Gordon L. GLOBE students, teachers, and scientists demonstrate variable differences between urban and rural leaf phenology. Global Change Biology 2008, 14:1568-1580.
    • (2008) Global Change Biology , vol.14 , pp. 1568-1580
    • Gazal, R.1    White, M.A.2    Gillies, R.3    Rodemaker, E.4    Sparrow, E.5    Gordon, L.6
  • 18
    • 84879837072 scopus 로고    scopus 로고
    • Land surface phenology and land surface temperature changes along an urban-rural Gradient in Yangtze River delta, China
    • Han G., Xu J. Land surface phenology and land surface temperature changes along an urban-rural Gradient in Yangtze River delta, China. Environmental Management 2013, 52:234-249.
    • (2013) Environmental Management , vol.52 , pp. 234-249
    • Han, G.1    Xu, J.2
  • 19
    • 56949107790 scopus 로고    scopus 로고
    • Noise reduction of NDVI time series: An empirical comparison of selected techniques
    • Hird J.N., McDermid G.J. Noise reduction of NDVI time series: An empirical comparison of selected techniques. Remote Sensing of Environment 2009, 113:248-258.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 248-258
    • Hird, J.N.1    McDermid, G.J.2
  • 20
    • 84873595818 scopus 로고    scopus 로고
    • Evaluation of the potential of MODIS satellite data to predict vegetation phenology in different biomes: An investigation using ground-based NDVI measurements
    • Hmimina G., Dufrêne E., Pontailler J.Y., Delpierre N., Aubinet M., Caquet B., et al. Evaluation of the potential of MODIS satellite data to predict vegetation phenology in different biomes: An investigation using ground-based NDVI measurements. Remote Sensing of Environment 2013, 132:145-158.
    • (2013) Remote Sensing of Environment , vol.132 , pp. 145-158
    • Hmimina, G.1    Dufrêne, E.2    Pontailler, J.Y.3    Delpierre, N.4    Aubinet, M.5    Caquet, B.6
  • 24
    • 0032938638 scopus 로고    scopus 로고
    • 2 on phenology, growth and crown structure of scots pine (Pinus sylvestris) seedlings after two years of exposure in the field
    • 2 on phenology, growth and crown structure of scots pine (Pinus sylvestris) seedlings after two years of exposure in the field. Tree Physiology 1999, 19:289-300.
    • (1999) Tree Physiology , vol.19 , pp. 289-300
    • Jach, M.E.1    Ceulemans, R.2
  • 25
    • 79957808307 scopus 로고    scopus 로고
    • Phenology shifts at start vs. end of growing season in temperate vegetation over the northern hemisphere for the period 1982-2008
    • Jeong S.J., Ho C.H., Gim H.J., Brown M.E. Phenology shifts at start vs. end of growing season in temperate vegetation over the northern hemisphere for the period 1982-2008. Global Change Biology 2011, 17:2385-2399.
    • (2011) Global Change Biology , vol.17 , pp. 2385-2399
    • Jeong, S.J.1    Ho, C.H.2    Gim, H.J.3    Brown, M.E.4
  • 26
    • 84891520329 scopus 로고    scopus 로고
    • Can spatial data substitute temporal data in phenological modelling? A survey using birch flowering
    • Jochner S., Caffarra A., Menzel A. Can spatial data substitute temporal data in phenological modelling? A survey using birch flowering. Tree Physiology 2013, 33:1256-1268.
    • (2013) Tree Physiology , vol.33 , pp. 1256-1268
    • Jochner, S.1    Caffarra, A.2    Menzel, A.3
  • 28
    • 5144233854 scopus 로고    scopus 로고
    • TIMESAT-a program for analyzing time-series of satellite sensor data
    • Jönsson P., Eklundh L. TIMESAT-a program for analyzing time-series of satellite sensor data. Computers & Geosciences 2004, 30:833-845.
    • (2004) Computers & Geosciences , vol.30 , pp. 833-845
    • Jönsson, P.1    Eklundh, L.2
  • 29
    • 84903486209 scopus 로고    scopus 로고
    • Net carbon uptake has increased through warming-induced changes in temperate forest phenology
    • Keenan T.F., Gray J., Friedl M.A., Toomey M., Bohrer G., Hollinger D.Y., et al. Net carbon uptake has increased through warming-induced changes in temperate forest phenology. Nature Climate Change 2014, 4:598-604.
    • (2014) Nature Climate Change , vol.4 , pp. 598-604
    • Keenan, T.F.1    Gray, J.2    Friedl, M.A.3    Toomey, M.4    Bohrer, G.5    Hollinger, D.Y.6
  • 30
    • 0028177003 scopus 로고
    • Selecting a model to predict the onset of growth of Fagus sylvatica
    • Kramer K. Selecting a model to predict the onset of growth of Fagus sylvatica. Journal of Applied Ecology 1994, 31:172-181.
    • (1994) Journal of Applied Ecology , vol.31 , pp. 172-181
    • Kramer, K.1
  • 31
    • 1942454699 scopus 로고    scopus 로고
    • Does seed production of spring ephemerals decrease when spring comes early?
    • Kudo G., Nishikawa Y., Kasagi T., Kosuge S. Does seed production of spring ephemerals decrease when spring comes early?. Ecological Research 2004, 19:255-259.
    • (2004) Ecological Research , vol.19 , pp. 255-259
    • Kudo, G.1    Nishikawa, Y.2    Kasagi, T.3    Kosuge, S.4
  • 32
    • 26944433785 scopus 로고    scopus 로고
    • Spatial and temporal patterns of China's cropland during 1990-2000: An analysis based on Landsat TM data
    • Liu J., Liu M., Tian H., Zhuang D., Zhang Z., Zhang W., et al. Spatial and temporal patterns of China's cropland during 1990-2000: An analysis based on Landsat TM data. Remote Sensing of Environment 2005, 98:442-456.
    • (2005) Remote Sensing of Environment , vol.98 , pp. 442-456
    • Liu, J.1    Liu, M.2    Tian, H.3    Zhuang, D.4    Zhang, Z.5    Zhang, W.6
  • 33
    • 33744797831 scopus 로고    scopus 로고
    • Advance of tree-flowering dates in response to urban climate change
    • Lu P., Yu Q., Liu J., Lee X. Advance of tree-flowering dates in response to urban climate change. Agricultural and Forest Meteorology 2006, 138:120-131.
    • (2006) Agricultural and Forest Meteorology , vol.138 , pp. 120-131
    • Lu, P.1    Yu, Q.2    Liu, J.3    Lee, X.4
  • 34
    • 34248165622 scopus 로고    scopus 로고
    • Phenological responses of plants to climate change in an urban environment
    • Luo Z., Sun O.J., Ge Q., Xu W., Zheng J. Phenological responses of plants to climate change in an urban environment. Ecological Research 2007, 22:507-514.
    • (2007) Ecological Research , vol.22 , pp. 507-514
    • Luo, Z.1    Sun, O.J.2    Ge, Q.3    Xu, W.4    Zheng, J.5
  • 36
    • 33747704153 scopus 로고    scopus 로고
    • Effects of urbanization on plant flowering phenology: A review
    • Neil K., Wu J. Effects of urbanization on plant flowering phenology: A review. Urban Ecosystems 2006, 9:243-257.
    • (2006) Urban Ecosystems , vol.9 , pp. 243-257
    • Neil, K.1    Wu, J.2
  • 37
    • 0037567254 scopus 로고    scopus 로고
    • Climate-driven increases in global terrestrial net primary production from 1982 to 1999
    • Nemani R.R., Keeling C.D., Hashimoto H., Jolly W.M., Piper S.C., Tucker C.J., et al. Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 2003, 300:1560-1563.
    • (2003) Science , vol.300 , pp. 1560-1563
    • Nemani, R.R.1    Keeling, C.D.2    Hashimoto, H.3    Jolly, W.M.4    Piper, S.C.5    Tucker, C.J.6
  • 40
    • 1042290185 scopus 로고    scopus 로고
    • Complex spatiotemporal phenological shifts as a response to rainfall changes
    • Peñuelas J., Filella I., Zhang X., Llorens L., Ogaya R., Lloret F., et al. Complex spatiotemporal phenological shifts as a response to rainfall changes. New Phytologist 2004, 161:837-846.
    • (2004) New Phytologist , vol.161 , pp. 837-846
    • Peñuelas, J.1    Filella, I.2    Zhang, X.3    Llorens, L.4    Ogaya, R.5    Lloret, F.6
  • 41
    • 38049040961 scopus 로고    scopus 로고
    • Net carbon dioxide losses of northern ecosystems in response to autumn warming
    • Piao S., Ciais P., Friedlingstein P., Peylin P., Reichstein M., Luyssaert S., et al. Net carbon dioxide losses of northern ecosystems in response to autumn warming. Nature 2008, 451:49-52.
    • (2008) Nature , vol.451 , pp. 49-52
    • Piao, S.1    Ciais, P.2    Friedlingstein, P.3    Peylin, P.4    Reichstein, M.5    Luyssaert, S.6
  • 42
    • 33645471665 scopus 로고    scopus 로고
    • Variations in satellite-derived phenology in China's temperate vegetation
    • Piao S., Fang J., Zhou L., Ciais P., Zhu B. Variations in satellite-derived phenology in China's temperate vegetation. Global Change Biology 2006, 12:672-685.
    • (2006) Global Change Biology , vol.12 , pp. 672-685
    • Piao, S.1    Fang, J.2    Zhou, L.3    Ciais, P.4    Zhu, B.5
  • 43
    • 0742270501 scopus 로고    scopus 로고
    • Interannual variations of monthly and seasonal normalized difference vegetation index (NDVI) in China from 1982 to 1999
    • Piao S., Fang J., Zhou L., Guo Q., Henderson M., Ji W., Tao S. Interannual variations of monthly and seasonal normalized difference vegetation index (NDVI) in China from 1982 to 1999. Journal of Geophysical Research 2003, 108:4401.
    • (2003) Journal of Geophysical Research , vol.108 , pp. 4401
    • Piao, S.1    Fang, J.2    Zhou, L.3    Guo, Q.4    Henderson, M.5    Ji, W.6    Tao, S.7
  • 46
    • 33748061966 scopus 로고    scopus 로고
    • Validation of satellite observed thermal emission with in-situ measurements over an urban surface
    • Rigo G., Parlow E., Oesch D. Validation of satellite observed thermal emission with in-situ measurements over an urban surface. Remote Sensing of Environment 2006, 104:201-210.
    • (2006) Remote Sensing of Environment , vol.104 , pp. 201-210
    • Rigo, G.1    Parlow, E.2    Oesch, D.3
  • 47
    • 84928704129 scopus 로고    scopus 로고
    • Intercomparison of satellite sensor land surface phenology and ground phenology in Europe
    • Rodriguez-Galiano V.F., Dash J., Atkinson P.M. Intercomparison of satellite sensor land surface phenology and ground phenology in Europe. Geophysical Research Letters 2015, 42:2253-2260.
    • (2015) Geophysical Research Letters , vol.42 , pp. 2253-2260
    • Rodriguez-Galiano, V.F.1    Dash, J.2    Atkinson, P.M.3
  • 49
    • 0033496526 scopus 로고    scopus 로고
    • Effect of flowering phenology and habitat on pollen limitation in Erica multiflora
    • Santandreu M., Lloret F. Effect of flowering phenology and habitat on pollen limitation in Erica multiflora. Canadian Journal of Botany 1999, 77:734-743.
    • (1999) Canadian Journal of Botany , vol.77 , pp. 734-743
    • Santandreu, M.1    Lloret, F.2
  • 54
    • 36249010367 scopus 로고    scopus 로고
    • New refinements and validation of the MODIS land-surface temperature/emissivity products
    • Wan Z. New refinements and validation of the MODIS land-surface temperature/emissivity products. Remote Sensing of Environment 2008, 112:59-74.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 59-74
    • Wan, Z.1
  • 55
    • 0030193674 scopus 로고    scopus 로고
    • A generalized split-window algorithm for retrieving land-surface temperature from space
    • Wan Z., Dozier J. A generalized split-window algorithm for retrieving land-surface temperature from space. IEEE Transactions on Geoscience and Remote Sensing 1996, 34:892-905.
    • (1996) IEEE Transactions on Geoscience and Remote Sensing , vol.34 , pp. 892-905
    • Wan, Z.1    Dozier, J.2
  • 56
    • 70149091491 scopus 로고    scopus 로고
    • Intercomparison, interpretation, and assessment of spring phenology in North America estimated from remote sensing for 1982-2006
    • White M.A., Beurs D., Kirsten M., Didan K., Inouye D.W., Richardson A.D., et al. Intercomparison, interpretation, and assessment of spring phenology in North America estimated from remote sensing for 1982-2006. Global Change Biology 2009, 15:2335-2359.
    • (2009) Global Change Biology , vol.15 , pp. 2335-2359
    • White, M.A.1    Beurs, D.2    Kirsten, M.3    Didan, K.4    Inouye, D.W.5    Richardson, A.D.6
  • 57
    • 0036262807 scopus 로고    scopus 로고
    • Satellite evidence of phenological differences between urbanized and rural areas of the eastern United States deciduous broadleaf forest
    • White M.A., Nemani R.R., Thornton P.E., Running S.W. Satellite evidence of phenological differences between urbanized and rural areas of the eastern United States deciduous broadleaf forest. Ecosystems 2002, 5:260-273.
    • (2002) Ecosystems , vol.5 , pp. 260-273
    • White, M.A.1    Nemani, R.R.2    Thornton, P.E.3    Running, S.W.4
  • 58
    • 84555190803 scopus 로고    scopus 로고
    • Recent changes in phenology over the northern high latitudes detected from multi-satellite data
    • Zeng H., Jia G., Epstein H. Recent changes in phenology over the northern high latitudes detected from multi-satellite data. Environmental Research Letters 2011, 6:045508.
    • (2011) Environmental Research Letters , vol.6 , pp. 045508
    • Zeng, H.1    Jia, G.2    Epstein, H.3
  • 59
    • 34848843503 scopus 로고    scopus 로고
    • Global vegetation phenology from moderate resolution imaging spectroradiometer (MODIS): Evaluation of global patterns and comparison with in situ measurements
    • Zhang X., Friedl M.A., Schaaf C.B. Global vegetation phenology from moderate resolution imaging spectroradiometer (MODIS): Evaluation of global patterns and comparison with in situ measurements. Journal of Geophysical Research 2006, 111.
    • (2006) Journal of Geophysical Research , vol.111
    • Zhang, X.1    Friedl, M.A.2    Schaaf, C.B.3
  • 61
    • 84904202863 scopus 로고    scopus 로고
    • Strong contributions of local background climate to urban heat islands
    • Zhao L., Lee X., Smith R.B., Oleson K. Strong contributions of local background climate to urban heat islands. Nature 2014, 511:216-219.
    • (2014) Nature , vol.511 , pp. 216-219
    • Zhao, L.1    Lee, X.2    Smith, R.B.3    Oleson, K.4
  • 62
    • 84940796289 scopus 로고    scopus 로고
    • Rates and patterns of urban expansion in China's 32 major cities over the past three decades
    • Zhao S., Zhou D., Zhu C., Qu W., Zhao J., Sun Y., Liu S. Rates and patterns of urban expansion in China's 32 major cities over the past three decades. Landscape Ecology 2015, 10.1007/s10980-015-0211-7.
    • (2015) Landscape Ecology
    • Zhao, S.1    Zhou, D.2    Zhu, C.3    Qu, W.4    Zhao, J.5    Sun, Y.6    Liu, S.7
  • 63
    • 84899908104 scopus 로고    scopus 로고
    • Spatiotemporal trends of terrestrial vegetation activity along the urban development intensity gradient in China's 32 major cities
    • Zhou D., Zhao S., Liu S., Zhang L. Spatiotemporal trends of terrestrial vegetation activity along the urban development intensity gradient in China's 32 major cities. Science of the Total Environment 2014, 488:136-145.
    • (2014) Science of the Total Environment , vol.488 , pp. 136-145
    • Zhou, D.1    Zhao, S.2    Liu, S.3    Zhang, L.4
  • 64
    • 84902678693 scopus 로고    scopus 로고
    • Surface urban heat island in China's 32 major cities: Spatial patterns and drivers
    • Zhou D., Zhao S., Liu S., Zhang L., Zhu C. Surface urban heat island in China's 32 major cities: Spatial patterns and drivers. Remote Sensing of Environment 2014, 152:51-61.
    • (2014) Remote Sensing of Environment , vol.152 , pp. 51-61
    • Zhou, D.1    Zhao, S.2    Liu, S.3    Zhang, L.4    Zhu, C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.