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Volumn 17, Issue 12, 2017, Pages

Observing spring and fall phenology in a deciduous forest with aerial drone imagery

Author keywords

Drone; Harvard Forest; Leaf color; Phenology; Plant area index; UAV

Indexed keywords

BIOLOGY; COLOR; DRONES; ECOLOGY; ECOSYSTEMS; IMAGE ANALYSIS; IMAGE RESOLUTION; LIFE CYCLE; PHOTOGRAMMETRY; PLANTS (BOTANY); UNMANNED AERIAL VEHICLES (UAV);

EID: 85037727701     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s17122852     Document Type: Article
Times cited : (56)

References (49)
  • 1
    • 0003095297 scopus 로고
    • Phenology in productivity studies
    • Reichle, D.E., Ed.; Springer: Berlin/Heidelberg, Germany
    • Lieth, H. Phenology in productivity studies. In Analysis of Temperate Forest Ecosystems; Reichle, D.E., Ed.; Springer: Berlin/Heidelberg, Germany, 1973; pp 29-46.
    • (1973) Analysis of Temperate Forest Ecosystems , pp. 29-46
    • Lieth, H.1
  • 3
    • 78649725005 scopus 로고    scopus 로고
    • Quantifying phenological plasticity to temperature in two temperate tree species
    • Vitasse, Y.; Bresson, C.C.; Kremer, A.; Michalet, R.; Delzon, S. Quantifying phenological plasticity to temperature in two temperate tree species. Funct. Ecol. 2010, 24, 1211-1218.
    • (2010) Funct. Ecol , vol.24 , pp. 1211-1218
    • Vitasse, Y.1    Bresson, C.C.2    Kremer, A.3    Michalet, R.4    Delzon, S.5
  • 5
    • 84885925105 scopus 로고    scopus 로고
    • Camera derived vegetation greenness index as proxy for gross primary production in a low Arctic wetland area
    • Westergaard-Nielsen, A.; Lund, M.; Hansen, B.U.; Tamstorf, M.P. Camera derived vegetation greenness index as proxy for gross primary production in a low Arctic wetland area. ISPRS J. Photogramm. Remote Sens. 2013, 86, 89-99.
    • (2013) ISPRS J. Photogramm. Remote Sens , vol.86 , pp. 89-99
    • Westergaard-Nielsen, A.1    Lund, M.2    Hansen, B.U.3    Tamstorf, M.P.4
  • 7
    • 0035866104 scopus 로고    scopus 로고
    • Climatic consequences of leaf presence in the eastern United States
    • Fitzjarrald, D.; Acevedo, O. Climatic consequences of leaf presence in the eastern United States. J. Clim. 2001, 14, 598-614.
    • (2001) J. Clim , vol.14 , pp. 598-614
    • Fitzjarrald, D.1    Acevedo, O.2
  • 8
  • 11
  • 13
    • 81155162584 scopus 로고    scopus 로고
    • Comparison of multiple phenology data sources for estimating seasonal transitions in deciduous forest carbon exchange
    • Garrity, S.R.; Bohrer, G.; Maurer, K.D.; Mueller, K.L.; Vogel, C.S.; Curtis, P.S. A comparison of multiple phenology data sources for estimating seasonal transitions in deciduous forest carbon exchange. Agric. For. Meteorol. 2011, 151, 1741-1752.
    • (2011) Agric. For. Meteorol , vol.151 , pp. 1741-1752
    • Garrity, S.R.1    Bohrer, G.2    Maurer, K.D.3    Mueller, K.L.4    Vogel, C.S.5    Curtis, P.6
  • 14
    • 85027252998 scopus 로고    scopus 로고
    • Validating MODIS and sentinel-2 NDVI products at a temperate deciduous forest site using two independent ground-based sensors
    • Lange, M.; Dechant, B.; Rebmann, C.; Vohland, M.; Cuntz, M.; Doktor, D. Validating MODIS and sentinel-2 NDVI products at a temperate deciduous forest site using two independent ground-based sensors. Sensors 2017, 17, 1855.
    • (2017) Sensors , vol.17 , pp. 1855
    • Lange, M.1    Dechant, B.2    Rebmann, C.3    Vohland, M.4    Cuntz, M.5    Doktor, D.6
  • 16
    • 84855856944 scopus 로고    scopus 로고
    • Landscape controls on the timing of spring, autumn, and growing season length in mid-Atlantic forests
    • Elmore, A.J.; Guinn, S.M.; Minsley, B.J.; Richardson, A.D. Landscape controls on the timing of spring, autumn, and growing season length in mid-Atlantic forests. Glob. Chang. Biol. 2012, 18, 656-674.
    • (2012) Glob. Chang. Biol. , vol.18 , pp. 656-674
    • Elmore, A.J.1    Guinn, S.M.2    Minsley, B.J.3    Richardson, A.D.4
  • 17
    • 84855434315 scopus 로고    scopus 로고
    • Linking near-surface and satellite remote sensing measurements of deciduous broadleaf forest phenology
    • Hufkens, K.; Friedl, M.; Sonnentag, O.; Braswell, B.H.; Milliman, T.; Richardson, A.D. Linking near-surface and satellite remote sensing measurements of deciduous broadleaf forest phenology. Remote Sens. Environ. 2012, 117, 307-321.
    • (2012) Remote Sens. Environ , vol.117 , pp. 307-321
    • Hufkens, K.1    Friedl, M.2    Sonnentag, O.3    Braswell, B.H.4    Milliman, T.5    Richardson, A.D.6
  • 20
    • 84878711045 scopus 로고    scopus 로고
    • High spatial resolution three-dimensional mapping of vegetation spectral dynamics using computer vision
    • Dandois, J.P.; Ellis, E.C. High spatial resolution three-dimensional mapping of vegetation spectral dynamics using computer vision. Remote Sens. Environ. 2013, 136, 259-276.
    • (2013) Remote Sens. Environ , vol.136 , pp. 259-276
    • Dandois, J.P.1    Ellis, E.C.2
  • 21
    • 84957594126 scopus 로고    scopus 로고
    • Discrimination of deciduous tree species from time series of unmanned aerial system imagery
    • Lisein, J.; Michez, A.; Claessens, H.; Lejeune, P. Discrimination of deciduous tree species from time series of unmanned aerial system imagery. PLoS ONE 2015, 10, e0141006.
    • (2015) Plos ONE , vol.10
    • Lisein, J.1    Michez, A.2    Claessens, H.3    Lejeune, P.4
  • 26
    • 84892215961 scopus 로고    scopus 로고
    • Phenological differences between understory and overstory
    • Noormets, A., Ed.; Springer: New York, NY, USA
    • Richardson, A.D.; O’Keefe, J. Phenological differences between understory and overstory. In Phenology of Ecosystem Processes; Noormets, A., Ed.; Springer: New York, NY, USA, 2009; pp 87-117.
    • (2009) Phenology of Ecosystem Processes , pp. 87-117
    • Richardson, A.D.1    O’Keefe, J.2
  • 27
    • 0001758906 scopus 로고
    • Heteroskedasticity and autocorrelation consistent covariance matrix estimation
    • Andrews, D.W.K. Heteroskedasticity and autocorrelation consistent covariance matrix estimation. Econometrica 1991, 59, 817-858.
    • (1991) Econometrica , vol.59 , pp. 817-858
    • Andrews, D.W.K.1
  • 28
    • 0000383942 scopus 로고
    • An improved heteroskedasticity and autocorrelation consistent covariance matrix estimator
    • Andrews, D.W.K.; Monahan, J.C. An improved heteroskedasticity and autocorrelation consistent covariance matrix estimator. Econometrica 1992, 60, 953-966.
    • (1992) Econometrica , vol.60 , pp. 953-966
    • Andrews, D.W.K.1    Monahan, J.C.2
  • 30
    • 79955601002 scopus 로고    scopus 로고
    • Classification method of mixed pixels does not affect canopy metrics from digital images of forest overstorey
    • Macfarlane, C. Classification method of mixed pixels does not affect canopy metrics from digital images of forest overstorey. Agric. For. Meteorol. 2011, 151, 833-840.
    • (2011) Agric. For. Meteorol , vol.151 , pp. 833-840
    • Macfarlane, C.1
  • 36
    • 85016617280 scopus 로고    scopus 로고
    • Season Spotter: Using citizen science to validate and scale plant phenology from near-surface remote sensing
    • Kosmala, M.; Crall, A.; Cheng, R.; Hufkens, K.; Henderson, S.; Richardson, A. Season Spotter: Using citizen science to validate and scale plant phenology from near-surface remote sensing. Remote Sens. 2016, 8, 726.
    • (2016) Remote Sens , vol.8 , pp. 726
    • Kosmala, M.1    Crall, A.2    Cheng, R.3    Hufkens, K.4    Henderson, S.5    Richardson, A.6
  • 37
    • 84874777287 scopus 로고    scopus 로고
    • Predicting climate change impacts on the amount and duration of autumn colors in a new england forest
    • Archetti, M.; Richardson, A.D.; O’Keefe, J.; Delpierre, N. Predicting climate change impacts on the amount and duration of autumn colors in a new england forest. PLoS ONE 2013, 8, e57373.
    • (2013) Plos ONE , vol.8
    • Archetti, M.1    Richardson, A.D.2    O’Keefe, J.3    Delpierre, N.4
  • 38
    • 80051868302 scopus 로고    scopus 로고
    • Applicability of green-red vegetation index for remote sensing of vegetation phenology
    • Motohka, T.; Nasahara, K.N.; Oguma, H.; Tsuchida, S. Applicability of green-red vegetation index for remote sensing of vegetation phenology. Remote Sens. 2010, 2, 2369-2387.
    • (2010) Remote Sens , vol.2 , pp. 2369-2387
    • Motohka, T.1    Nasahara, K.N.2    Oguma, H.3    Tsuchida, S.4
  • 39
    • 79959320282 scopus 로고    scopus 로고
    • Using digital camera images to detect canopy condition of deciduous broad-leaved trees
    • Nagai, S.; Maeda, T.; Gamo, M.; Muraoka, H.; Suzuki, R.; Nasahara, K.N. Using digital camera images to detect canopy condition of deciduous broad-leaved trees. Plant Ecol. Divers. 2011, 4, 79-89.
    • (2011) Plant Ecol. Divers , vol.4 , pp. 79-89
    • Nagai, S.1    Maeda, T.2    Gamo, M.3    Muraoka, H.4    Suzuki, R.5    Nasahara, K.N.6
  • 40
    • 84905117659 scopus 로고    scopus 로고
    • Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees
    • Almeida, J.; dos Santos, J.A.; Alberton, B.; Torres, R.S.; Morellato, L.P.C. Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. Ecol. Inform. 2014, 23, 49-61.
    • (2014) Ecol. Inform , vol.23 , pp. 49-61
    • Almeida, J.1    Dos Santos, J.A.2    Alberton, B.3    Torres, R.S.4    Morellato, L.P.C.5
  • 41
    • 0034880842 scopus 로고    scopus 로고
    • Phylogenetic and ontogenetic influences on the distribution of anthocyanins and betacyanins in leaves of tropical plants
    • Lee, D.W.; Collins, T.M. Phylogenetic and ontogenetic influences on the distribution of anthocyanins and betacyanins in leaves of tropical plants. Int. J. Plant Sci. 2001, 162, 1141-1153.
    • (2001) Int. J. Plant Sci , vol.162 , pp. 1141-1153
    • Lee, D.W.1    Collins, T.M.2
  • 42
    • 82755161916 scopus 로고    scopus 로고
    • Spring versus autumn leaf colours: Evidence for different selective agents and evolution in various species and floras
    • Lev-Yadun, S.; Yamazaki, K.; Holopainen, J.K.; Sinkkonen, A. Spring versus autumn leaf colours: Evidence for different selective agents and evolution in various species and floras. Flora-Morphol. Distrib. Funct. Ecol. Plants 2012, 207, 80-85.
    • (2012) Flora-Morphol. Distrib. Funct. Ecol. Plants , vol.207 , pp. 80-85
    • Lev-Yadun, S.1    Yamazaki, K.2    Holopainen, J.K.3    Sinkkonen, A.4
  • 43
    • 0035124583 scopus 로고    scopus 로고
    • A comparison of multispectral and multitemporal information in high spatial resolution imagery for classification of individual tree species in a temperate hardwood forest
    • Key, T.; Warner, T.; McGraw, J.; Fajvan, M. A comparison of multispectral and multitemporal information in high spatial resolution imagery for classification of individual tree species in a temperate hardwood forest. Remote Sens. Environ. 2001, 75, 100-112.
    • (2001) Remote Sens. Environ , vol.75 , pp. 100-112
    • Key, T.1    Warner, T.2    McGraw, J.3    Fajvan, M.4
  • 44
    • 1642491775 scopus 로고    scopus 로고
    • Pigment dynamics and autumn leaf senescence in a New England deciduous forest, eastern USA
    • Lee, D.W.; O’Keefe, J.; Holbrook, N.M.; Feild, T.S. Pigment dynamics and autumn leaf senescence in a New England deciduous forest, eastern USA. Ecol. Res. 2003, 18, 677-694.
    • (2003) Ecol. Res , vol.18 , pp. 677-694
    • Lee, D.W.1    O’Keefe, J.2    Holbrook, N.M.3    Feild, T.S.4
  • 45
    • 67649385955 scopus 로고    scopus 로고
    • Responses of canopy duration to temperature changes in four temperate tree species: Relative contributions of spring and autumn leaf phenology
    • Vitasse, Y.; Porté, A.J.; Kremer, A.; Michalet, R.; Delzon, S. Responses of canopy duration to temperature changes in four temperate tree species: Relative contributions of spring and autumn leaf phenology. Oecologia 2009, 161, 187-198.
    • (2009) Oecologia , vol.161 , pp. 187-198
    • Vitasse, Y.1    Porté, A.J.2    Kremer, A.3    Michalet, R.4    Delzon, S.5
  • 46
    • 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. Agric. For. Meteorol. 2012, 157, 96-105.
    • (2012) Agric. For. Meteorol , vol.157 , pp. 96-105
    • Dragoni, D.1    Rahman, A.F.2
  • 47
    • 30544439121 scopus 로고    scopus 로고
    • Green leaf phenology at Landsat resolution: Scaling from the field to the satellite
    • Fisher, J.; Mustard, J.; Vadeboncoeur, M. 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.1    Mustard, J.2    Vadeboncoeur, M.3
  • 48
    • 0036065324 scopus 로고    scopus 로고
    • Frost pockets on a level sand plain: Does variation in microclimate help maintain persistent vegetation patterns
    • Motzkin, G.; Ciccarello, S.C.; Foster, D.R. Frost pockets on a level sand plain: Does variation in microclimate help maintain persistent vegetation patterns? J. Torrey Bot. Soc. 2002, 129, 154-163.
    • (2002) J. Torrey Bot. Soc , vol.129 , pp. 154-163
    • Motzkin, G.1    Ciccarello, S.C.2    Foster, D.R.3
  • 49
    • 0021537487 scopus 로고
    • Why do temperate deciduous trees leaf out at different times? Adaptation and ecology of forest communities
    • Lechowicz, M.J. Why do temperate deciduous trees leaf out at different times? Adaptation and ecology of forest communities. Am. Nat. 1984, 124, 821-842.
    • (1984) Am. Nat , vol.124 , pp. 821-842
    • Lechowicz, M.J.1


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