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Volumn 141, Issue , 2014, Pages 79-89

Automated mapping of vegetation trends with polynomials using NDVI imagery over the Sahel

Author keywords

Africa; GIMMS; NDVI time series; Non linear vegetation change; Polynomial fit; Trend analysis

Indexed keywords

MAPPING; POLYNOMIALS; REGRESSION ANALYSIS; TIME SERIES; TIME SERIES ANALYSIS;

EID: 84888086804     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2013.10.019     Document Type: Article
Times cited : (123)

References (51)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Transactions on Automatic Control 1974, 19:716-723.
    • (1974) IEEE Transactions on Automatic Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 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. Journal of Arid Environments 2005, 63:596-614.
    • (2005) Journal of Arid Environments , vol.63 , pp. 596-614
    • Anyamba, A.1    Tucker, C.J.2
  • 4
    • 0031463298 scopus 로고    scopus 로고
    • On the relation between NDVI, fractional vegetation cover, and leaf area index
    • Carlson T.N., Ripley D.A. On the relation between NDVI, fractional vegetation cover, and leaf area index. Remote Sensing of Environment 1997, 62:241-252.
    • (1997) Remote Sensing of Environment , vol.62 , pp. 241-252
    • Carlson, T.N.1    Ripley, D.A.2
  • 5
    • 0035870910 scopus 로고    scopus 로고
    • Improving the estimation of noise from NOAA AVHRR NDVI for Africa using geostatistics
    • Chappell A., Seaquist J.W., Eklundh L. Improving the estimation of noise from NOAA AVHRR NDVI for Africa using geostatistics. International Journal of Remote Sensing 2001, 22:1067-1080.
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 1067-1080
    • Chappell, A.1    Seaquist, J.W.2    Eklundh, L.3
  • 6
    • 77956872756 scopus 로고    scopus 로고
    • Detecting trends in forest disturbance and recovery using yearly Landsat time series: 2. TimeSync - Tools for calibration and validation
    • Cohen W.B., Yang Z., Kennedy R. Detecting trends in forest disturbance and recovery using yearly Landsat time series: 2. TimeSync - Tools for calibration and validation. Remote Sensing of Environment 2010, 114:2911-2924.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2911-2924
    • Cohen, W.B.1    Yang, Z.2    Kennedy, R.3
  • 7
    • 0032216156 scopus 로고    scopus 로고
    • Global land cover classifications at 8km spatial resolution: the use of training data derived from Landsat imagery in decision tree classifiers
    • De Fries R., Hansen M., Townshend J., Sohlberg R. Global land cover classifications at 8km spatial resolution: the use of training data derived from Landsat imagery in decision tree classifiers. International Journal of Remote Sensing 1998, 19:3141-3168.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 3141-3168
    • De Fries, R.1    Hansen, M.2    Townshend, J.3    Sohlberg, R.4
  • 8
    • 84855860732 scopus 로고    scopus 로고
    • Trend changes in global greening and browning: Contribution of short-term trends to longer-term change
    • de Jong R., Verbesselt J., Schaepman M.E., de Bruin S. Trend changes in global greening and browning: Contribution of short-term trends to longer-term change. Global Change Biology 2012, 18:642-655.
    • (2012) Global Change Biology , vol.18 , pp. 642-655
    • de Jong, R.1    Verbesselt, J.2    Schaepman, M.E.3    de Bruin, S.4
  • 9
    • 0041382842 scopus 로고    scopus 로고
    • Vegetation index trends for the African Sahel 1982-1999
    • Eklundh L., Olsson L. Vegetation index trends for the African Sahel 1982-1999. Geophysical Research Letters 2003, 30:1430-1433.
    • (2003) Geophysical Research Letters , vol.30 , pp. 1430-1433
    • Eklundh, L.1    Olsson, L.2
  • 11
    • 84857414617 scopus 로고    scopus 로고
    • Greenness in semi-arid areas across the globe 1981-2007 - an Earth Observing Satellite based analysis of trends and drivers
    • Fensholt R., Langanke T., Rasmussen K., Reenberg A., Prince S.D., Tucker C., et al. Greenness in semi-arid areas across the globe 1981-2007 - an Earth Observing Satellite based analysis of trends and drivers. Remote Sensing of Environment 2012, 121:144-158.
    • (2012) Remote Sensing of Environment , vol.121 , pp. 144-158
    • Fensholt, R.1    Langanke, T.2    Rasmussen, K.3    Reenberg, A.4    Prince, S.D.5    Tucker, C.6
  • 12
    • 78650869899 scopus 로고    scopus 로고
    • Analysis of trends in the Sahelian 'rain-use efficiency' using GIMMS NDVI, RFE and GPCP rainfall data
    • Fensholt R., Rasmussen K. Analysis of trends in the Sahelian 'rain-use efficiency' using GIMMS NDVI, RFE and GPCP rainfall data. Remote Sensing of Environment 2011, 115:438-451.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 438-451
    • Fensholt, R.1    Rasmussen, K.2
  • 13
    • 0142167479 scopus 로고    scopus 로고
    • Regime shifts in the Sahara and Sahel: Interactions between ecological and climatic systems in northern Africa
    • Foley J.A., Coe M.T., Scheffer M., Wang G.L. Regime shifts in the Sahara and Sahel: Interactions between ecological and climatic systems in northern Africa. Ecosystems 2003, 6:524-539.
    • (2003) Ecosystems , vol.6 , pp. 524-539
    • Foley, J.A.1    Coe, M.T.2    Scheffer, M.3    Wang, G.L.4
  • 16
    • 0032503866 scopus 로고    scopus 로고
    • Trends in NDVI time series and their relation to rangeland and crop production in Senegal, 1987-1993
    • Fuller D.O. Trends in NDVI time series and their relation to rangeland and crop production in Senegal, 1987-1993. International Journal of Remote Sensing 1998, 19:2013-2018.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 2013-2018
    • Fuller, D.O.1
  • 17
    • 0242494415 scopus 로고    scopus 로고
    • Global percent tree cover at a spatial resolution of 500meters: First results of the MODIS vegetation continuous fields algorithm
    • Hansen M.C., DeFries R.S., Townshend J.R.G., Carroll M., Dimiceli C., Sohlberg R.A. Global percent tree cover at a spatial resolution of 500meters: First results of the MODIS vegetation continuous fields algorithm. Earth Interactions 2003, 7(10):1-15.
    • (2003) Earth Interactions , vol.7 , Issue.10 , pp. 1-15
    • Hansen, M.C.1    DeFries, R.S.2    Townshend, J.R.G.3    Carroll, M.4    Dimiceli, C.5    Sohlberg, R.A.6
  • 24
    • 0029472312 scopus 로고
    • The use of NOAA-AVHRR NDVI data to assess herbage production in the arid rangelands of central Australia
    • Hobbs T.J. The use of NOAA-AVHRR NDVI data to assess herbage production in the arid rangelands of central Australia. International Journal of Remote Sensing 1995, 16:1289-1302.
    • (1995) International Journal of Remote Sensing , vol.16 , pp. 1289-1302
    • Hobbs, T.J.1
  • 26
    • 79954965385 scopus 로고    scopus 로고
    • Water availability as the driver of vegetation dynamics in the African Sahel from 1982 to 2007
    • Huber S., Fensholt R., Rasmussen K. Water availability as the driver of vegetation dynamics in the African Sahel from 1982 to 2007. Global and Planetary Change 2011, 76:186-195.
    • (2011) Global and Planetary Change , vol.76 , pp. 186-195
    • Huber, S.1    Fensholt, R.2    Rasmussen, K.3
  • 28
    • 0002437730 scopus 로고
    • A test for normality of observations and regression residuals
    • Jarque C.M., Bera A.K. A test for normality of observations and regression residuals. International Statistical Review 1987, 55:163-172.
    • (1987) International Statistical Review , vol.55 , pp. 163-172
    • Jarque, C.M.1    Bera, A.K.2
  • 29
    • 0001422509 scopus 로고
    • Scaling processes and problems
    • Jarvis P.G. Scaling processes and problems. Plant, Cell & Environment 1995, 18:1079-1089.
    • (1995) Plant, Cell & Environment , vol.18 , pp. 1079-1089
    • Jarvis, P.G.1
  • 31
    • 77956882349 scopus 로고    scopus 로고
    • Detecting trends in forest disturbance and recovery using yearly Landsat time series: 1. LandTrendr - Temporal segmentation algorithms
    • Kennedy R.E., Yang Z., Cohen W.B. Detecting trends in forest disturbance and recovery using yearly Landsat time series: 1. LandTrendr - Temporal segmentation algorithms. Remote Sensing of Environment 2010, 114:2897-2910.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2897-2910
    • Kennedy, R.E.1    Yang, Z.2    Cohen, W.B.3
  • 32
    • 0031204365 scopus 로고    scopus 로고
    • Land-cover changes in sub-Saharan Africa (1982-1991): Application of a change index based on remotely sensed surface temperature and vegetation indices at a continental scale
    • Lambin E.F., Ehrlich D. Land-cover changes in sub-Saharan Africa (1982-1991): Application of a change index based on remotely sensed surface temperature and vegetation indices at a continental scale. Remote Sensing of Environment 1997, 61:181-200.
    • (1997) Remote Sensing of Environment , vol.61 , pp. 181-200
    • Lambin, E.F.1    Ehrlich, D.2
  • 35
    • 33747160157 scopus 로고    scopus 로고
    • Influence of solar zenith angles on observed trends in the NOAA/NASA 8-km Pathfinder normalized difference vegetation index over the African Sahel
    • Lindström J., Eklundh L., Holst J., Holst U. Influence of solar zenith angles on observed trends in the NOAA/NASA 8-km Pathfinder normalized difference vegetation index over the African Sahel. International Journal of Remote Sensing 2006, 27:1973-1991.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 1973-1991
    • Lindström, J.1    Eklundh, L.2    Holst, J.3    Holst, U.4
  • 36
    • 0029275243 scopus 로고
    • A feedback based modification of the NDVI to minimize canopy background and atmospheric noise
    • Liu H.Q., Huete A. A feedback based modification of the NDVI to minimize canopy background and atmospheric noise. IEEE Transactions on Geoscience and Remote Sensing 1995, 33:457-465.
    • (1995) IEEE Transactions on Geoscience and Remote Sensing , vol.33 , pp. 457-465
    • Liu, H.Q.1    Huete, A.2
  • 37
    • 34249955799 scopus 로고
    • A comparison of the vegetation response to rainfall in the Sahel and East Africa, using normalized difference vegetation index from NOAA AVHRR
    • Nicholson S.E., Davenport M.L., Malo A.R. A comparison of the vegetation response to rainfall in the Sahel and East Africa, using normalized difference vegetation index from NOAA AVHRR. Climatic Change 1990, 17:209-241.
    • (1990) Climatic Change , vol.17 , pp. 209-241
    • Nicholson, S.E.1    Davenport, M.L.2    Malo, A.R.3
  • 38
    • 22244479726 scopus 로고    scopus 로고
    • A recent greening of the Sahel - Trends, patterns and potential causes
    • Olsson L., Eklundh L., Ardö J. A recent greening of the Sahel - Trends, patterns and potential causes. Journal of Arid Environments 2005, 63:556-566.
    • (2005) Journal of Arid Environments , vol.63 , pp. 556-566
    • Olsson, L.1    Eklundh, L.2    Ardö, J.3
  • 39
    • 80053174314 scopus 로고    scopus 로고
    • Trend analysis of vegetation dynamics in Qinghai-Tibet Plateau using Hurst Exponent
    • Peng J., Liu Z., Liu Y., Wu J., Han Y. Trend analysis of vegetation dynamics in Qinghai-Tibet Plateau using Hurst Exponent. Ecological Indicators 2012, 14:28-39.
    • (2012) Ecological Indicators , vol.14 , pp. 28-39
    • Peng, J.1    Liu, Z.2    Liu, Y.3    Wu, J.4    Han, Y.5
  • 43
    • 63349084408 scopus 로고    scopus 로고
    • Disentangling the effects of climate and people on Sahel vegetation dynamics
    • Seaquist J.W., Hickler T., Eklundh L., Ardo 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    Ardo, J.4    Heumann, B.W.5
  • 44
    • 0022209460 scopus 로고
    • Canopy reflectance, photosynthesis and transpiration
    • Sellers P.J. Canopy reflectance, photosynthesis and transpiration. International Journal of Remote Sensing 1985, 6:1335-1372.
    • (1985) International Journal of Remote Sensing , vol.6 , pp. 1335-1372
    • Sellers, P.J.1
  • 46
    • 0035141633 scopus 로고    scopus 로고
    • A comparative study of land surface emissivity retrieval from NOAA data
    • Sobrino J.A., Raissouni N., Li Z.L. A comparative study of land surface emissivity retrieval from NOAA data. Remote Sensing of Environment 2001, 75:256-266.
    • (2001) Remote Sensing of Environment , vol.75 , pp. 256-266
    • Sobrino, J.A.1    Raissouni, N.2    Li, Z.L.3
  • 51
    • 77956877702 scopus 로고    scopus 로고
    • Phenological change detection while accounting for abrupt and gradual trends in satellite image time series
    • Verbesselt J., Hyndman R., Zeileis A., Culvenor D. Phenological change detection while accounting for abrupt and gradual trends in satellite image time series. Remote Sensing of Environment 2010, 114:2970-2980.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2970-2980
    • Verbesselt, J.1    Hyndman, R.2    Zeileis, A.3    Culvenor, D.4


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