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Volumn 5, Issue 2, 2013, Pages 845-861

Assessing performance of NDVI and NDVI3g in monitoring leaf unfolding dates of the deciduous broadleaf forest in Northern China

Author keywords

AVHRR NDVI and NDVI3g; Deciduous broadleaf forest; Leaf unfolding; Phenology; Spatial and temporal validation; Start of season

Indexed keywords

AVHRR NDVI AND NDVI3G; BROADLEAF FOREST; LEAF UNFOLDING; PHENOLOGY; SPATIAL AND TEMPORAL VALIDATION; START OF SEASON;

EID: 84874771740     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs5020845     Document Type: Article
Times cited : (35)

References (61)
  • 2
    • 34548398581 scopus 로고    scopus 로고
    • Influences of species, latitudes and methodologies on estimates of phenological response to global warming
    • Parmesan, C. Influences of species, latitudes and methodologies on estimates of phenological response to global warming. Glob. Change Biol. 2007, 13, 1860-1872.
    • (2007) Glob. Change Biol. , vol.13 , pp. 1860-1872
    • Parmesan, C.1
  • 3
    • 0029667226 scopus 로고    scopus 로고
    • Exchange of carbon dioxide by a deciduous forest: Response to interannual climate variability
    • Goulden, M.L.; Munger, J.W.; Fan, S.M.; Daube, B.C.; Wofsy, S.C. Exchange of carbon dioxide by a deciduous forest: Response to interannual climate variability. Science 1996, 271, 1576-1578.
    • (1996) Science , vol.271 , pp. 1576-1578
    • Goulden, M.L.1    Munger, J.W.2    Fan, S.M.3    Daube, B.C.4    Wofsy, S.C.5
  • 5
    • 0042131752 scopus 로고    scopus 로고
    • Canopy duration has little influence on annual carbon storage in the deciduous broad leaf forest
    • White, M.A.; Nemani, A.R. Canopy duration has little influence on annual carbon storage in the deciduous broad leaf forest. Glob. Change Biol. 2003, 9, 967-972.
    • (2003) Glob. Change Biol. , vol.9 , pp. 967-972
    • White, M.A.1    Nemani, A.R.2
  • 6
    • 7944230207 scopus 로고    scopus 로고
    • Inter-annual variability in the leaf area index of a boreal aspen-hazelnut forest in relation to net ecosystem production
    • Barr, A.G.; Black, T.A.; Hogg, E.H.; Kljun, N.; Morgenstern, K.; Nesic, Z. Inter-annual variability in the leaf area index of a boreal aspen-hazelnut forest in relation to net ecosystem production. Agr. Forest Meteorol. 2004, 126, 237-255.
    • (2004) Agr. Forest Meteorol. , vol.126 , pp. 237-255
    • Barr, A.G.1    Black, T.A.2    Hogg, E.H.3    Kljun, N.4    Morgenstern, K.5    Nesic, Z.6
  • 7
    • 33646923554 scopus 로고    scopus 로고
    • Spatial analysis of growing season length control over net ecosystem exchange
    • Churkina, G.; Schimel, D.; Braswell, B.H.; Xiao, X.M. Spatial analysis of growing season length control over net ecosystem exchange. Glob. Change Biol. 2005, 11, 1777-1787.
    • (2005) Glob. Change Biol. , vol.11 , pp. 1777-1787
    • Churkina G.1    Schimel, D.2    Braswell, B.H.3    Xiao, X.M.4
  • 8
    • 38949125092 scopus 로고    scopus 로고
    • Breathing of the terrestrial biosphere: Lessons learned from a global network of carbon dioxide flux measurement systems
    • Baldocchi, D. Breathing of the terrestrial biosphere: Lessons learned from a global network of carbon dioxide flux measurement systems. Aust. J. Bot. 2008, 56, 1-26.
    • (2008) Aust. J. Bot. , vol.56 , pp. 1-26
    • Baldocchi, D.1
  • 10
    • 0034707758 scopus 로고    scopus 로고
    • Seasonal and interannual variability of energy fluxes over a broadleaved temperate deciduous forest in North America
    • Wilson, K.B.; Baldocchi, D.D. Seasonal and interannual variability of energy fluxes over a broadleaved temperate deciduous forest in North America. Agr. Forest Meteorol. 2000, 100, 1-18.
    • (2000) Agr. Forest Meteorol. , vol.100 , pp. 1-18
    • Wilson, K.B.1    Baldocchi, D.D.2
  • 12
    • 0035806310 scopus 로고    scopus 로고
    • Response of tree phenology to climate change across Europe
    • Chmielewski, F.M.; Rötzer, T. Response of tree phenology to climate change across Europe. Agr. Forest Meteorol. 2001, 108, 101-112.
    • (2001) Agr. Forest Meteorol. , vol.108 , pp. 101-112
    • Chmielewski, F.M.1    Rötzer, T.2
  • 13
    • 0344494582 scopus 로고    scopus 로고
    • Climate change and extension of the Ginkgo biloba L. growing season in Japan.
    • Matsumoto, K.; Ohta, T.; Irasawa, M.; Nakamura, T. Climate change and extension of the Ginkgo biloba L. growing season in Japan. Glob. Change Biol. 2003, 9, 1634-1642.
    • (2003) Glob. Change Biol. , vol.9 , pp. 1634-1642
    • Matsumoto, K.1    Ohta, T.2    Irasawa, M.3    Nakamura, T.4
  • 14
    • 0037384311 scopus 로고    scopus 로고
    • Plant phenological anomalies in Germany and their relation to air temperature and NAO
    • Menzel, A. Plant phenological anomalies in Germany and their relation to air temperature and NAO. Climatic Change 2003, 57, 243-263.
    • (2003) Climatic Change , vol.57 , pp. 243-263
    • Menzel, A.1
  • 15
    • 84862845398 scopus 로고    scopus 로고
    • Phenological responses of Ulmus pumila (Siberian Elm) to climate change in the temperate zone of China
    • Chen, X.Q.; Xu, L. Phenological responses of Ulmus pumila (Siberian Elm) to climate change in the temperate zone of China. Int. J. Biometeorol. 2011, 56, 695-706.
    • (2011) Int. J. Biometeorol. , vol.6 , pp. 695-706
    • Chen, X.Q.1    Xu, L.2
  • 16
    • 84858142518 scopus 로고    scopus 로고
    • Temperature controls on the spatial pattern of tree phenology in China's temperate zone
    • Chen, X.Q.; Xu, L. Temperature controls on the spatial pattern of tree phenology in China's temperate zone. Agr. Forest Meteorol. 2012, 154, 195-202.
    • (2012) Agr. Forest Meteorol. , vol.154 , pp. 195-202
    • Chen, X.Q.1    Xu, L.2
  • 17
    • 0025573354 scopus 로고
    • A phenological classification of terrestrial vegetation cover using shortwave vegetation index imagery
    • Lloyd, D. A phenological classification of terrestrial vegetation cover using shortwave vegetation index imagery. Int. J. Remote Sens. 1990, 11, 2269-2279.
    • (1990) Int. J. Remote Sens. , vol.11 , pp. 2269-2279
    • Lloyd, D.1
  • 18
    • 0028431035 scopus 로고
    • A model for the seasonal-variations of vegetation indexes in coarse resolution data and its inversion to extract crop parameters
    • Fischer, A. A model for the seasonal-variations of vegetation indexes in coarse resolution data and its inversion to extract crop parameters. Remote Sens. Environ. 1994, 48, 220-230.
    • (1994) Remote Sens. Environ. , vol.48 , pp. 220-230
    • Fischer, A.1
  • 20
    • 0028852982 scopus 로고
    • Characteristics of vegetation phenology over the Alaskan landscape using AVHRR time-series data
    • Markon, C.J.; Fleming, M.D.; Binnian, E.F. Characteristics of vegetation phenology over the Alaskan landscape using AVHRR time-series data. Polar Rec. 1995, 31, 179-190.
    • (1995) Polar Rec. , vol.31 , pp. 179-190
    • Markon, C.J.1    Fleming, M.D.2    Binnian, E.F.3
  • 21
    • 0031395797 scopus 로고    scopus 로고
    • Global-scale assessment of vegetation phenology using NOAA/AVHRR satellite measurements
    • Moulin, S.; Kergoat, L.; Viovy, N.; Dedieu, G. Global-scale assessment of vegetation phenology using NOAA/AVHRR satellite measurements. J. Climate 1997, 10, 1154-1170.
    • (1997) J. Climate , vol.10 , pp. 1154-1170
    • Moulin, S.1    Kergoat, L.2    Viovy, N.3    Dedieu, G.4
  • 22
    • 0031392279 scopus 로고    scopus 로고
    • A continental phenology model for monitoring vegetation responses to interannual climatic variability
    • White, M.A.; Thornton, P.E.; Running, S.W. A continental phenology model for monitoring vegetation responses to interannual climatic variability. Glob. Biogeochem. Cy. 1997, 11, 217-234.
    • (1997) Glob. Biogeochem. Cy. , vol.11 , pp. 217-234
    • White, M.A.1    Thornton, P.E.2    Running, S.W.3
  • 24
    • 0034778147 scopus 로고    scopus 로고
    • Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999.
    • Zhou, L.M.; Tucker, C.J.; Kaufmann, R.K.; Slayback, D.; Shabanov, N.V.; Myneni, R.B. Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. J. Geophys. Res. 2001, 106, 20069-20083.
    • (2001) J. Geophys. Res. , vol.106 , pp. 20069-20083
    • Zhou, L.M.1    Tucker, C.J.2    Kaufmann, R.K.3    Slayback, D.4    Shabanov, N.V.5    Myneni, R.B.6
  • 25
    • 3242667702 scopus 로고    scopus 로고
    • Climate controls on vegetation phenological patterns in northern mid- and high latitudes inferred from MODIS data
    • Zhang, X.Y.; Friedl, M.A.; Schaaf, C.B.; Strahler, A.H. Climate controls on vegetation phenological patterns in northern mid- and high latitudes inferred from MODIS data. Glob. Change Biol. 2004, 10, 1133-1145.
    • (2004) Glob. Change Biol. , vol.10 , pp. 1133-1145
    • Zhang, X.Y.1    Friedl, M.A.2    Schaaf, C.B.3    Strahler, A.H.4
  • 26
    • 33645471665 scopus 로고    scopus 로고
    • Variations in satellite-derived phenology in China's temperate vegetation
    • Piao, S.L.; Fang, J.Y.; Zhou, L.M.; Ciais, P.; Zhu, B. Variations in satellite-derived phenology in China's temperate vegetation. Glob. Change Biol. 2006, 12, 672-685.
    • (2006) Glob. Change Biol. , vol.12 , pp. 672-685
    • Piao, S.L.1    Fang, J.Y.2    Zhou, L.M.3    Ciais, P.4    Zhu, B.5
  • 27
    • 84855552269 scopus 로고    scopus 로고
    • Extension of the growing season due to delayed autumn over mid and high latitudes in North America during 1982-2006
    • Zhu, W.Q.; Tian, H.Q.; Xu, X.F.; Pan, Y.Z.; Chen, G.S.; Lin, W.P. Extension of the growing season due to delayed autumn over mid and high latitudes in North America during 1982-2006. Glob. Ecol. Biogeogr. 2012, 21, 260-271.
    • (2012) Glob. Ecol. Biogeogr , vol.21 , pp. 260-271
    • Zhu, W.Q.1    Tian, H.Q.2    Xu, X.F.3    Pan, Y.Z.4    Chen, G.S.5    Lin, W.P.6
  • 28
    • 0030619096 scopus 로고    scopus 로고
    • Increased plant growth in the northern high latitudes from 1981 to 1991
    • Myneni, R.B.; Keeling, C.D.; Tucker, C.J.; Asrar, G.; Nemani, R.R. Increased plant growth in the northern high latitudes from 1981 to 1991. Nature 1997, 386, 698-702.
    • (1997) Nature , vol.386 , pp. 698-702
    • Myneni, R.B.1    Keeling, C.D.2    Tucker, C.J.3    Asrar, G.4    Nemani, R.R.5
  • 29
    • 0032572770 scopus 로고    scopus 로고
    • Green-wave phenology
    • Schwartz, M.D. Green-wave phenology. Nature 1998, 394, 839-840.
    • (1998) Nature , vol.394 , pp. 839-840
    • Schwartz, M.D.1
  • 30
    • 27744434748 scopus 로고    scopus 로고
    • Spatial and temporal variation of phenological growing season and climate change impacts in temperate eastern China
    • Chen, X.Q.; Hu, B.; Yu, R. Spatial and temporal variation of phenological growing season and climate change impacts in temperate eastern China. Glob. Change Biol. 2005, 11, 1118-1130.
    • (2005) Glob. Change Biol. , vol.11 , pp. 1118-1130
    • Chen, X.Q.1    Hu, B.2    Yu, R.3
  • 31
    • 30544439121 scopus 로고    scopus 로고
    • Green leaf phenology at Landsat resolution: Scaling from the field to the satellite
    • Fisher, J.I.; Mustard, J.F.; Vadeboncoeur, M.A. Green leaf phenology at Landsat resolution: Scaling from the field to the satellite. Remote Sens. Environ. 2006, 100, 265-279.
    • (2006) Remote Sens. Environ. , vol.100 , pp. 265-279
    • Fisher, J.I.1    Mustard, J.F.2    Vadeboncoeur, M.A.3
  • 33
    • 78650888646 scopus 로고    scopus 로고
    • Monitoring fall foliage coloration dynamics using time-series satellite data
    • Zhang, X.Y.; Goldberg, M.D. Monitoring fall foliage coloration dynamics using time-series satellite data. Remote Sens. Environ. 2011, 115, 382-391.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 382-391
    • Zhang, X.Y.1    Goldberg, M.D.2
  • 36
    • 34848843503 scopus 로고    scopus 로고
    • Global vegetation phenology from Moderate Resolution Imaging Spectroradiometer (MODIS): Evaluation of global patterns and comparison with in situ measurements
    • doi:10.1029/2006JG000217
    • Zhang, X.Y.; 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. J. Geophys. Res. 2006, doi:10.1029/2006JG000217.
    • (2006) J. Geophys. Res.
    • Zhang, X.Y.1    Friedl, M.A.2    Schaaf, C.B.3
  • 38
    • 84892197076 scopus 로고    scopus 로고
    • Remote Sensing Phenology: Status and the Way Forward
    • Springer: New York, NY, USA
    • Reed, B.C.; Schwartz, M.D.; Xiao, X. Remote Sensing Phenology: Status and the Way Forward. In Phenology of Ecosystem Processes; Springer: New York, NY, USA, 2009; pp. 231-246.
    • (2009) Phenology of Ecosystem Processes , pp. 231-246
    • Reed, B.C.1    Schwartz, M.D.2    Xiao, X.3
  • 39
    • 77956133479 scopus 로고    scopus 로고
    • A land surface phenology assessment of the northern polar regions using MODIS reflectance time series.
    • De Beurs, K.M.; Henebry, G.M. A land surface phenology assessment of the northern polar regions using MODIS reflectance time series. Can. J. Remote Sens. 2010, 36, S87-S110.
    • (2010) Can. J. Remote Sens. , vol.36
    • De Beurs, K.M.1    Henebry, G.M.2
  • 40
    • 77955333361 scopus 로고    scopus 로고
    • Land surface phenology from MODIS: Characterization of the Collection 5 global land cover dynamics product.
    • Ganguly, S.; Friedl, M.A.; Tan, B.; Zhang, X.Y.; Verma, M. Land surface phenology from MODIS: Characterization of the Collection 5 global land cover dynamics product. Remote Sens. Environ. 2010, 114, 1805-1816.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1805-1816
    • Ganguly, S.1    Friedl, M.A.2    Tan, B.3    Zhang, X.Y.4    Verma, M.5
  • 41
    • 77956594218 scopus 로고    scopus 로고
    • Continental-scale phenology: Warming and chilling
    • Schwartz, M.D.; Hanes, J.M. Continental-scale phenology: Warming and chilling. Int. J. Climatol. 2010, 30, 1595-1598.
    • (2010) Int. J. Climatol. , vol.30 , pp. 1595-1598
    • Schwartz, M.D.1    Hanes, J.M.2
  • 42
    • 77958083020 scopus 로고    scopus 로고
    • Validating satellite phenology through intensive ground observation and landscape scaling in a mixed seasonal forest
    • Liang, L.A.; Schwartz, M.D.; Fei, S.L. Validating satellite phenology through intensive ground observation and landscape scaling in a mixed seasonal forest. Remote Sens. Environ. 2011, 115, 143-157.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 143-157
    • Liang, L.A.1    Schwartz, M.D.2    Fei, S.L.3
  • 43
    • 0033610902 scopus 로고    scopus 로고
    • Estimating vegetation structural effects on carbon uptake using satellite data fusion and inverse modeling
    • Asner, G.P.; Bateson, C.A.; Privette, J.L.; El Saleous, N.; Wessman, C.A. Estimating vegetation structural effects on carbon uptake using satellite data fusion and inverse modeling. J. Geophys. Res. 1998, 103, 28839-28853.
    • (1998) J. Geophys. Res. , vol.103 , pp. 28839-28853
    • Asner, G.P.1    Bateson, C.A.2    Privette, J.L.3    El Saleous, N.4    Wessman, C.A.5
  • 44
    • 0032813587 scopus 로고    scopus 로고
    • Monitoring phenological key stages and cycle duration of temperate deciduous forest ecosystems with NOAA/AVHRR data
    • Duchemin, B.; Goubier, J.; Courrier, G. Monitoring phenological key stages and cycle duration of temperate deciduous forest ecosystems with NOAA/AVHRR data. Remote Sens. Environ. 1999, 67, 68-82.
    • (1999) Remote Sens. Environ , vol.67 , pp. 68-82
    • Duchemin, B.1    Goubier, J.2    Courrier, G.3
  • 47
    • 84874765547 scopus 로고
    • Compilation Committee of the Vegetation of China
    • Science Press: Beijing, China
    • Compilation Committee of the Vegetation of China. The Vegetation of China (in Chinese);c Science Press: Beijing, China, 1980.
    • (1980) The Vegetation of China (in Chinese)
  • 48
    • 84858125319 scopus 로고    scopus 로고
    • Phenological Observation in China
    • Hudson, I.L., Keatley, M.R., Eds.; Springer: Dordrecht, The Netherlands
    • Chen, X.Q. Phenological Observation in China. In Phenological Research: Methods for Environmental and Climate Change Analysis; Hudson, I.L., Keatley, M.R., Eds.; Springer: Dordrecht, The Netherlands, 2009; pp. 35-38.
    • (2009) Phenological Research: Methods for Environmental and Climate Change Analysis , pp. 35-38
    • Chen, X.Q.1
  • 49
    • 84874760763 scopus 로고
    • China Meteorological Administration. Observation Criterion of Agricultural Meteorology (in Chinese); China Meteorological Press: Beijing, China
    • China Meteorological Administration. Observation Criterion of Agricultural Meteorology (in Chinese); China Meteorological Press: Beijing, China, 1993.
    • (1993)
  • 52
    • 19344370722 scopus 로고    scopus 로고
    • Remote Sensing Phenology. In Phenology: An Integrative Environmental Science
    • Schwartz, M.D., Ed.; Kluwer Academic Publishers: New York, NY, USA
    • Reed, B.C.; White, M.A.; Brown, J.F. Remote Sensing Phenology. In Phenology: An Integrative Environmental Science; Schwartz, M.D., Ed.; Kluwer Academic Publishers: New York, NY, USA, 2003; pp. 365-382.
    • (2003) , pp. 365-382
    • Reed, B.C.1    White, M.A.2    Brown, J.F.3
  • 53
    • 0037202719 scopus 로고    scopus 로고
    • Assessing satellite-derived start-of-season measures in the conterminous USA
    • Schwartz, M.D.; Reed, B.C.; White, M.A. Assessing satellite-derived start-of-season measures in the conterminous USA. Int. J. Climatol. 2002, 22, 1793-1805.
    • (2002) Int. J. Climatol , vol.22 , pp. 1793-1805
    • Schwartz, M.D.1    Reed, B.C.2    White, M.A.3
  • 54
    • 0034655867 scopus 로고    scopus 로고
    • Global land cover classification at 1 km spatial resolution using a classification tree approach
    • Hansen, M.C.; Defries, R.S.; Townshend, J.; Sohlberg, R. Global land cover classification at 1 km spatial resolution using a classification tree approach. Int. J. Remote Sens. 2000, 21, 1331-1364.
    • (2000) Int. J. Remote Sens. , vol.21 , pp. 1331-1364
    • Hansen, M.C.1    Defries, R.S.2    Townshend, J.3    Sohlberg, R.4
  • 55
    • 0032216156 scopus 로고    scopus 로고
    • Global land cover classifications at 8 km spatial resolution: The use of training data derived from Landsat imagery in decision tree classifiers
    • De Fries, R.S.; Hansen, M.; Townshend, J.; Sohlberg, R. Global land cover classifications at 8 km spatial resolution: The use of training data derived from Landsat imagery in decision tree classifiers. Int. J. Remote Sens. 1998, 19, 3141-3168.
    • (1998) Int. J. Remote Sens. , vol.19 , pp. 3141-3168
    • De Fries, R.S.1    Hansen, M.2    Townshend, J.3    Sohlberg, R.4
  • 56
    • 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.; Jonsson, P.; Tamura, M.; Gu, Z.H.; Matsushita, B.; Eklundh, L. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter. Remote Sens. Environ. 2004, 91, 332-344.
    • (2004) Remote Sens. Environ. , vol.91 , pp. 332-344
    • Chen, J.1    Jonsson, P.2    Tamura, M.3    Gu, Z.H.4    Matsushita, B.5    Eklundh, L.6
  • 57
    • 41449115901 scopus 로고    scopus 로고
    • Evaluation of the onset of green-up in temperate deciduous broadleaf forests derived from Moderate Resolution Imaging Spectroradiometer (MODIS) data
    • Soudani, K.; le Maire, G.; Dufrene, E.; Francois, C.; Delpierre, N.; Ulrich, E.; Cecchini, S. Evaluation of the onset of green-up in temperate deciduous broadleaf forests derived from Moderate Resolution Imaging Spectroradiometer (MODIS) data. Remote Sens. Environ. 2008, 112, 2643-2655.
    • (2008) Remote Sens. Environ , vol.112 , pp. 2643-2655
    • Soudani, K.1    le Maire, G.2    Dufrene, E.3    Francois, C.4    Delpierre, N.5    Ulrich, E.6    Cecchini, S.7
  • 58
    • 34250642381 scopus 로고    scopus 로고
    • Cross-scalar satellite phenology from ground, Landsat, and MODIS data
    • Fisher, J.I.; Mustard, J.F. Cross-scalar satellite phenology from ground, Landsat, and MODIS data. Remote Sens. Environ. 2007, 109, 261-273.
    • (2007) Remote Sens. Environ. , vol.109 , pp. 261-273
    • Fisher, J.I.1    Mustard, J.F.2
  • 59
    • 0033589516 scopus 로고    scopus 로고
    • Surface phenology and satellite sensor-derived onset of greenness: An initial comparison
    • Schwartz, M.D.; Reed, B.C. Surface phenology and satellite sensor-derived onset of greenness: An initial comparison. Int. J. Remote Sens. 1999, 20, 3451-3457.
    • (1999) Int. J. Remote Sens , vol.20 , pp. 3451-3457
    • Schwartz, M.D.1    Reed, B.C.2
  • 60
    • 34748868405 scopus 로고    scopus 로고
    • A ground-validated NDVI dataset for monitoring vegetation dynamics and mapping phenology in Fennoscandia and the Kola peninsula
    • Beck, P.; Jonsson, P.; Hogda, K.A.; Karlsen, S.R.; Eklundh, L.; Skidmoree, A.K. A ground-validated NDVI dataset for monitoring vegetation dynamics and mapping phenology in Fennoscandia and the Kola peninsula. Int. J. Remote Sens. 2007, 28, 4311-4330.
    • (2007) Int. J. Remote Sens. , vol.28 , pp. 4311-4330
    • Beck, P.1    Jonsson, P.2    Hogda, K.A.3    Karlsen, S.R.4    Eklundh, L.5    Skidmoree, A.K.6
  • 61
    • 33344479403 scopus 로고    scopus 로고
    • Remote sensing of spring phenology in boreal regions: A free of snow-effect method using NOAA-AVHRR and SPOT-VGT data (1982-2004)
    • Delbart, N.; Le Toan, T.; Kergoat, L.; Fedotova, V. Remote sensing of spring phenology in boreal regions: A free of snow-effect method using NOAA-AVHRR and SPOT-VGT data (1982-2004). Remote Sens. Environ. 2006, 101, 52-62.
    • (2006) Remote Sens. Environ. , vol.101 , pp. 52-62
    • Delbart, N.1    Le Toan, T.2    Kergoat, L.3    Fedotova, V.4


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