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Volumn 7, Issue 6, 2015, Pages 7597-7614

Evaluation of three MODIS-derived vegetation index time series for dryland vegetation dynamics monitoring

Author keywords

Dryland; MODIS; Phenology; Time series; Vegetation dynamics; Vegetation index

Indexed keywords

DYNAMICS; FORESTRY; IMAGE RECONSTRUCTION; RADIOMETERS; SATELLITE IMAGERY; SYSTEMS ENGINEERING; TIME SERIES;

EID: 84933566932     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70607597     Document Type: Article
Times cited : (72)

References (56)
  • 2
    • 84942066325 scopus 로고    scopus 로고
    • (accessed on 31 January 2015)
    • UNEP. Global Environment Outlook 5. Available online: http://www.unep.org/geo/geo5.asp (accessed on 31 January 2015).
    • Global Environment Outlook 5
  • 3
    • 27744606834 scopus 로고    scopus 로고
    • Recent trends in vegetation dynamics in the African Sahel and their relationship to climate
    • Herrmann, S.M.; Anyamba, A.; Tucker, C.J. Recent trends in vegetation dynamics in the African Sahel and their relationship to climate. Glob. Environ. Chang. 2005, 15, 394-404.
    • (2005) Glob. Environ. Chang , vol.15 , pp. 394-404
    • Herrmann, S.M.1    Anyamba, A.2    Tucker, C.J.3
  • 4
    • 33750018333 scopus 로고    scopus 로고
    • Can human-induced land degradation be distinguished from the effects of rainfall variability? A case study in South Africa
    • Wessels, K.J.; Prince, S.D.; Malherbe, J.; Small, J.; Frost, P.E.; Van Zyl, D. Can human-induced land degradation be distinguished from the effects of rainfall variability? A case study in South Africa. J. Arid Environ.2007, 68, 271-297.
    • (2007) J. Arid Environ , vol.68 , pp. 271-297
    • Wessels, K.J.1    Prince, S.D.2    Malherbe, J.3    Small, J.4    Frost, P.E.5    Van Zyl, D.6
  • 5
    • 84905261995 scopus 로고    scopus 로고
    • Climate variability as a dominant driver of post-disturbance savanna dynamics
    • Gibbes, C.; Southworth, J.; Waylen, P.; Child, B. Climate variability as a dominant driver of post-disturbance savanna dynamics. Appl. Geogr. 2014, 53, 389-401.
    • (2014) Appl. Geogr , vol.53 , pp. 389-401
    • Gibbes, C.1    Southworth, J.2    Waylen, P.3    Child, B.4
  • 6
    • 63349084408 scopus 로고    scopus 로고
    • Disentangling the effects of climate and people on Sahel vegetation dynamics
    • Seaquist, J.W.; Hickler, T.; Eklundh, L.; Ardö, J.; Heumann, B.W. Disentangling the effects of climate and people on Sahel vegetation dynamics. Biogeosciences 2009, 6, 469-477.
    • (2009) Biogeosciences , vol.6 , pp. 469-477
    • Seaquist, J.W.1    Hickler, T.2    Eklundh, L.3    Ardö, J.4    Heumann, B.W.5
  • 7
    • 0030619096 scopus 로고    scopus 로고
    • Increased plant growth in the northern high latitudes from 1981 to 1991
    • Myneni, R.B.; Keeling, C.; Tucker, C.; Asrar, G.; Nemani, 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.2    Tucker, C.3    Asrar, G.4    Nemani, R.5
  • 8
    • 0034778147 scopus 로고    scopus 로고
    • Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999
    • Zhou, L.; 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.1    Tucker, C.J.2    Kaufmann, R.K.3    Slayback, D.4    Shabanov, N.V.5    Myneni, R.B.6
  • 10
    • 77956790535 scopus 로고    scopus 로고
    • Modeling terrestrial carbon exchange and storage: Evidence and implications of functional convergence in light-use efficiency
    • Goetz, S.; Prince, S.D. Modeling terrestrial carbon exchange and storage: Evidence and implications of functional convergence in light-use efficiency. Adv. Ecol. Res. 1999, 28, 57-92.
    • (1999) Adv. Ecol. Res , vol.28 , pp. 57-92
    • Goetz, S.1    Prince, S.D.2
  • 12
    • 2542504752 scopus 로고    scopus 로고
    • Long-term vegetation monitoring with NDVI in a diverse semi-arid setting, central New Mexico, USA
    • Weiss, J.L.; Gutzler, D.S.; Coonrod, J.E.A.; Dahm, C.N. Long-term vegetation monitoring with NDVI in a diverse semi-arid setting, central New Mexico, USA. J. Arid Environ. 2004, 58, 249-272.
    • (2004) J. Arid Environ , vol.58 , pp. 249-272
    • Weiss, J.L.1    Gutzler, D.S.2    Coonrod, J.E.A.3    Dahm, C.N.4
  • 13
    • 22244465273 scopus 로고    scopus 로고
    • Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981-2003
    • Anyamba, A.; Tucker, C.J. Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981-2003. J. Arid Environ. 2005, 63, 596-614.
    • (2005) J. Arid Environ , vol.63 , pp. 596-614
    • Anyamba, A.1    Tucker, C.J.2
  • 14
    • 22744435294 scopus 로고    scopus 로고
    • Evaluation of MODIS and NOAA AVHRR Vegetation Indices with in situ measurements in a semi-arid environment
    • Fensholt, R.; Sandholt, I. Evaluation of MODIS and NOAA AVHRR Vegetation Indices with in situ measurements in a semi-arid environment. Int. J. Remote Sens. 2005, 26, 2561-2594
    • (2005) Int. J. Remote Sens , vol.26 , pp. 2561-2594
    • Fensholt, R.1    Sandholt, I.2
  • 15
    • 34248203005 scopus 로고    scopus 로고
    • AVHRR derived phenological change in the Sahel and Soudan, Africa, 1982-2005
    • Heumann, B.W.; Seaquist, J.W.; Eklundh, L.; Jönsson, P. AVHRR derived phenological change in the Sahel and Soudan, Africa, 1982-2005. Remote Sens. Environ. 2007, 108, 385-392.
    • (2007) Remote Sens. Environ , vol.108 , pp. 385-392
    • Heumann, B.W.1    Seaquist, J.W.2    Eklundh, L.3    Jönsson, P.4
  • 16
    • 84893568430 scopus 로고    scopus 로고
    • Dryland vegetation phenology across an elevation gradient in Arizona, USA, investigated with fused MODIS and Landsat data
    • Walker, J.J.; Beurs, K.M.D.; Wynne, R.H. Dryland vegetation phenology across an elevation gradient in Arizona, USA, investigated with fused MODIS and Landsat data. Remote Sens. Environ. 2014, 144, 85-97.
    • (2014) Remote Sens. Environ , vol.144 , pp. 85-97
    • Walker, J.J.1    Beurs, K.M.D.2    Wynne, R.H.3
  • 17
    • 0036846393 scopus 로고    scopus 로고
    • Overview of the radiometric and biophysical performance of the MODIS Vegetation Indices
    • Huete, A.; Didan, K.; Miura, T.; Rodriguez, E.P.; Gao, X.; Ferreira, L.G. Overview of the radiometric and biophysical performance of the MODIS Vegetation Indices. Remote Sens. Environ. 2002, 83, 195-213.
    • (2002) Remote Sens. Environ , vol.83 , pp. 195-213
    • Huete, A.1    Didan, K.2    Miura, T.3    Rodriguez, E.P.4    Gao, X.5    Ferreira, L.G.6
  • 19
    • 0022268748 scopus 로고
    • Spectral response of a plant canopy with different soil backgrounds
    • Huete, A.R.; Jackson, R.D.; Post, D.F. Spectral response of a plant canopy with different soil backgrounds. Remote Sens. Environ. 1985, 17, 37-53.
    • (1985) Remote Sens. Environ , vol.17 , pp. 37-53
    • Huete, A.R.1    Jackson, R.D.2    Post, D.F.3
  • 20
    • 0024165401 scopus 로고
    • A soil-adjusted vegetation index (SAVI)
    • Huete, A.R. A soil-adjusted vegetation index (SAVI). Remote Sens. Environ. 1988, 25, 295-309.
    • (1988) Remote Sens. Environ , vol.25 , pp. 295-309
    • Huete, A.R.1
  • 22
    • 0029751226 scopus 로고    scopus 로고
    • Optimization of soil-adjusted vegetation indices
    • Rondeaux, G.; Steven, M.; Baret, F. Optimization of soil-adjusted vegetation indices. Remote Sens. Environ. 1996, 55, 95-107.
    • (1996) Remote Sens. Environ , vol.55 , pp. 95-107
    • Rondeaux, G.1    Steven, M.2    Baret, F.3
  • 23
    • 50849142217 scopus 로고    scopus 로고
    • Development of a two-band Enhanced Vegetation Index without a blue band
    • Jiang, Z.; Huete, A.R.; Didan, K.; Miura, T. Development of a two-band Enhanced Vegetation Index without a blue band. Remote Sens. Environ. 2008, 112, 3833-3845.
    • (2008) Remote Sens. Environ , vol.112 , pp. 3833-3845
    • Jiang, Z.1    Huete, A.R.2    Didan, K.3    Miura, T.4
  • 24
    • 77956881168 scopus 로고    scopus 로고
    • Investigating phenological changes using MODIS Vegetation Indices in deciduous broadleaf forest over Continental USA during 2000-2008
    • Li, M.; Qu, J.J.; Hao, X.J. Investigating phenological changes using MODIS Vegetation Indices in deciduous broadleaf forest over Continental USA during 2000-2008. Ecol. Inf. 2010, 5, 410-417.
    • (2010) Ecol. Inf , vol.5 , pp. 410-417
    • Li, M.1    Qu, J.J.2    Hao, X.J.3
  • 25
    • 70449450156 scopus 로고    scopus 로고
    • Evaluation of optical satellite remote sensing for rice paddy phenology in monsoon Asia using continuous in situ dataset
    • Motohka, T.; Nasahara, K.N.; Miyata, A.; Mano, M.; Tsuchida., S. Evaluation of optical satellite remote sensing for rice paddy phenology in monsoon Asia using continuous in situ dataset. Int. J. Remote Sens. 2009, 30, 4343-4357.
    • (2009) Int. J. Remote Sens , vol.30 , pp. 4343-4357
    • Motohka, T.1    Nasahara, K.N.2    Miyata, A.3    Mano, M.4    Tsuchida, S.5
  • 26
    • 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
  • 27
    • 84860898638 scopus 로고    scopus 로고
    • In situ examination of the relationship between various Vegetation Indices and canopy phenology in an evergreen coniferous forest, Japan
    • Nagai, S.; Saitoh, T.M.; Kobayashi, H.; Ishihara, M.; Suzuki, R.; Motohka, T.; Nasahara, K.N.; Muraoka, H. In situ examination of the relationship between various Vegetation Indices and canopy phenology in an evergreen coniferous forest, Japan. Int. J. Remote Sens. 2012, 33, 6202-6214.
    • (2012) Int. J. Remote Sens , vol.33 , pp. 6202-6214
    • Nagai, S.1    Saitoh, T.M.2    Kobayashi, H.3    Ishihara, M.4    Suzuki, R.5    Motohka, T.6    Nasahara, K.N.7    Muraoka, H.8
  • 28
    • 67349226975 scopus 로고    scopus 로고
    • Advantages of a two band EVI calculated from solar and photosynthetically active radiation fluxes
    • Rocha, A.V.; Shaver, G.R. Advantages of a two band EVI calculated from solar and photosynthetically active radiation fluxes. Agric. For. Meteorol. 2009, 149, 1560-1563.
    • (2009) Agric. For. Meteorol , vol.149 , pp. 1560-1563
    • Rocha, A.V.1    Shaver, G.R.2
  • 29
    • 84894638009 scopus 로고    scopus 로고
    • The Generalized Difference Vegetation Index (GDVI) for dryland characterization
    • Wu, W. The Generalized Difference Vegetation Index (GDVI) for dryland characterization. Remote Sens. 2014, 6, 1211-1233.
    • (2014) Remote Sens , vol.6 , pp. 1211-1233
    • Wu, W.1
  • 31
    • 84893096627 scopus 로고    scopus 로고
    • Vegetation response to hydrologic and geomorphic factors in an arid region of the Baja California Peninsula
    • Rodríguez-Moreno, V.M.; Bullock, S.H. Vegetation response to hydrologic and geomorphic factors in an arid region of the Baja California Peninsula. Environ. Monit. Assess. 2014, 186, 1009-1021.
    • (2014) Environ. Monit. Assess , vol.186 , pp. 1009-1021
    • Rodríguez-Moreno, V.M.1    Bullock, S.H.2
  • 33
    • 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. Complex spatiotemporal phenological shifts as a response to rainfall changes. N. Phytol. 2004, 161, 837-846.
    • (2004) N. Phytol , vol.161 , pp. 837-846
    • Peñuelas, J.1    Filella, I.2    Zhang, X.3    Llorens, L.4    Ogaya, R.5    Lloret, F.6
  • 34
    • 84856042662 scopus 로고    scopus 로고
    • Evaluation of earth observation based global long term vegetation trends-comparing GIMMS and MODIS global NDVI time series
    • Fensholt, R.; Simon R.P. Evaluation of earth observation based global long term vegetation trends-comparing GIMMS and MODIS global NDVI time series. Remote Sens. Environ. 2012, 119, 131-147.
    • (2012) Remote Sens. Environ , vol.119 , pp. 131-147
    • Fensholt, R.1    Simon, R.P.2
  • 37
    • 34547691446 scopus 로고    scopus 로고
    • Surveying sandy deserts and desertified lands in north-western China by remote sensing
    • Yan, C.Z.; Wang, T.; Han, Z.W.; Qie, Y.F. Surveying sandy deserts and desertified lands in north-western China by remote sensing. Int. J. Remote Sens. 2007, 28, 3603-3618.
    • (2007) Int. J. Remote Sens , vol.28 , pp. 3603-3618
    • Yan, C.Z.1    Wang, T.2    Han, Z.W.3    Qie, Y.F.4
  • 38
    • 84933506700 scopus 로고    scopus 로고
    • A novel land cover classification map based on a MODIS time-series in Xinjiang, China
    • Lu, L.; Kuenzer, C.; Guo, H.; Li, Q.; Long, T.; Li, X. A novel land cover classification map based on a MODIS time-series in Xinjiang, China. Remote Sens. 2014, 6, 3387-3408.
    • (2014) Remote Sens , vol.6 , pp. 3387-3408
    • Lu, L.1    Kuenzer, C.2    Guo, H.3    Li, Q.4    Long, T.5    Li, X.6
  • 40
    • 0043288679 scopus 로고    scopus 로고
    • A preliminary study of oasis evolution in the Tarim Basin, Xinjiang, China
    • Zhang, H.; Wu, J.W.; Zheng, Q.H.; Yu, Y.J. A preliminary study of oasis evolution in the Tarim Basin, Xinjiang, China. J. Arid Environ. 2003, 55, 545-553.
    • (2003) J. Arid Environ , vol.55 , pp. 545-553
    • Zhang, H.1    Wu, J.W.2    Zheng, Q.H.3    Yu, Y.J.4
  • 41
    • 84862807602 scopus 로고    scopus 로고
    • Monitoring recent trends in the area of Aeolian desertified land using Landsat images in China's Xinjiang region
    • Wang, T.; Yan, C.Z.; Song, X.; Xie, J.L. Monitoring recent trends in the area of Aeolian desertified land using Landsat images in China's Xinjiang region. ISPRS J. Photogramm. Remote Sens. 2012, 68, 184-190.
    • (2012) ISPRS J. Photogramm. Remote Sens , vol.68 , pp. 184-190
    • Wang, T.1    Yan, C.Z.2    Song, X.3    Xie, J.L.4
  • 42
    • 62149090490 scopus 로고    scopus 로고
    • China Statistics Press: Beijing, China
    • Statistics Bureau of Xinjiang Uygur Autonomous Region. Xinjiang Statistical Year Book 2011. China Statistics Press: Beijing, China, 2011.
    • (2011) Xinjiang Statistical Year Book 2011
  • 43
    • 0035840356 scopus 로고    scopus 로고
    • Filtering pathfinder AVHRR land NDVI data for Australia
    • Lovell, J.L.; Graetz, R.D. Filtering pathfinder AVHRR land NDVI data for Australia. Int. J. Remote Sens. 2001, 22, 2649-2654.
    • (2001) Int. J. Remote Sens , vol.22 , pp. 2649-2654
    • Lovell, J.L.1    Graetz, R.D.2
  • 44
    • 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. Comput. Geosci. 2004, 30, 833-845.
    • (2004) Comput. Geosci , vol.30 , pp. 833-845
    • Jönsson, P.1    Eklundh, L.2
  • 45
    • 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 Sens. Environ. 2009, 113, 248-258.
    • (2009) Remote Sens. Environ , vol.113 , pp. 248-258
    • Hird, J.N.1    McDermid, G.J.2
  • 46
    • 79958742496 scopus 로고    scopus 로고
    • Phenology-based assessment of perennial energy crops in North American Tallgrass Prairie
    • Wang, C.; Fritschi, F.B.; Stacey, G.; Yang, Z. Phenology-based assessment of perennial energy crops in North American Tallgrass Prairie. Annu. Assoc. Am. Geogr. 2011, 101, 741-751.
    • (2011) Annu. Assoc. Am. Geogr , vol.101 , pp. 741-751
    • Wang, C.1    Fritschi, F.B.2    Stacey, G.3    Yang, Z.4
  • 47
    • 84903526980 scopus 로고    scopus 로고
    • Detecting winter wheat phenology with SPOT-VEGETATION data in the North China Plain
    • Lu, L.; Wang, C.; Guo, H.; Li, Q. Detecting winter wheat phenology with SPOT-VEGETATION data in the North China Plain. Geocarto Int. 2014, 29, 244-255.
    • (2014) Geocarto Int , vol.29 , pp. 244-255
    • Lu, L.1    Wang, C.2    Guo, H.3    Li, Q.4
  • 48
    • 40649090860 scopus 로고    scopus 로고
    • Evaluation of MODIS snow cover and cloud mask and its application in Northern Xinjiang, China
    • Wang, X.W.; Xie, H.J.; Liang, T.G. Evaluation of MODIS snow cover and cloud mask and its application in Northern Xinjiang, China. Remote Sens. Environ. 2008, 112, 1497-1513.
    • (2008) Remote Sens. Environ , vol.112 , pp. 1497-1513
    • Wang, X.W.1    Xie, H.J.2    Liang, T.G.3
  • 49
    • 84888053539 scopus 로고    scopus 로고
    • Systematic land cover bias in Collection 5 MODIS cloud mask and derived products-A global overview
    • Wilson, A.M.; Parmentier, B.; Jetz, W. Systematic land cover bias in Collection 5 MODIS cloud mask and derived products-A global overview. Remote Sens. Environ. 2014, 141, 149-154.
    • (2014) Remote Sens. Environ , vol.141 , pp. 149-154
    • Wilson, A.M.1    Parmentier, B.2    Jetz, W.3
  • 50
    • 78649728127 scopus 로고    scopus 로고
    • MODIS Enhanced Vegetation Index data do not show greening of Amazon forests during the 2005 drought
    • Samanta, A.; Ganguly, S.; Myneni, R.B. MODIS Enhanced Vegetation Index data do not show greening of Amazon forests during the 2005 drought. N. Phytol. 2011, 189, 11-15.
    • (2011) N. Phytol , vol.189 , pp. 11-15
    • Samanta, A.1    Ganguly, S.2    Myneni, R.B.3
  • 51
    • 84874528993 scopus 로고    scopus 로고
    • Generation of new cloud masks from MODIS land surface reflectance products
    • Liu, R.G.; Liu, Y. Generation of new cloud masks from MODIS land surface reflectance products. Remote Sens. Environ. 2013, 133, 21-37.
    • (2013) Remote Sens. Environ , vol.133 , pp. 21-37
    • Liu, R.G.1    Liu, Y.2
  • 52
    • 0027786478 scopus 로고
    • Community type differentiation using NOAA/AVHRR data within a sagebrush-steppe ecosystem
    • Kremer, R.G.; Running, S.W. Community type differentiation using NOAA/AVHRR data within a sagebrush-steppe ecosystem. Remote Sens. Environ. 1993, 46, 311-318.
    • (1993) Remote Sens. Environ , vol.46 , pp. 311-318
    • Kremer, R.G.1    Running, S.W.2
  • 53
    • 0029415444 scopus 로고
    • Satellite monitoring of desert plant community response to moisture availability
    • Peters, A.J.; Eve, M.D. Satellite monitoring of desert plant community response to moisture availability. Environ. Monit. Assess. 1995, 37, 273-287.
    • (1995) Environ. Monit. Assess , vol.37 , pp. 273-287
    • Peters, A.J.1    Eve, M.D.2
  • 54
    • 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. J. Geophys. Res. 2006, doi:10.1029/2006JG000217.
    • (2006) J. Geophys. Res
    • Zhang, X.1    Friedl, M.A.2    Schaaf, C.B.3
  • 55
    • 84860312600 scopus 로고    scopus 로고
    • Satellite passive microwave detection of North America start of season
    • Jones, M.O.; Kimball, J.S.; Jones, L.A.; McDonald, K.C. Satellite passive microwave detection of North America start of season. Remote Sens. Environ. 2012, 123, 324-333.
    • (2012) Remote Sens. Environ , vol.123 , pp. 324-333
    • Jones, M.O.1    Kimball, J.S.2    Jones, L.A.3    McDonald, K.C.4


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