메뉴 건너뛰기




Volumn 74, Issue 11, 2010, Pages 1552-1563

Mixed-effects modelling of time series NDVI-rainfall relationship for detecting human-induced loss of vegetation cover in drylands

Author keywords

Loss of vegetation; Mixed effects; NDVI; Remote sensing

Indexed keywords

ANTHROPOGENIC EFFECT; ARID REGION; ECOLOGICAL MODELING; NDVI; PRECIPITATION INTENSITY; REMOTE SENSING; TIME SERIES; VEGETATION COVER; VEGETATION DYNAMICS;

EID: 77956229861     PISSN: 01401963     EISSN: 1095922X     Source Type: Journal    
DOI: 10.1016/j.jaridenv.2010.04.001     Document Type: Article
Times cited : (67)

References (43)
  • 1
    • 77956228048 scopus 로고    scopus 로고
    • Inventory Report for Somalia. Technical Report No. GCP/RAF/287/ITA. FAO-AFRICOVER East Africa. FAO
    • Alim, S.M., 1997. Inventory Report for Somalia. Technical Report No. GCP/RAF/287/ITA. FAO-AFRICOVER East Africa. FAO.
    • (1997)
    • Alim, S.M.1
  • 2
    • 22244465273 scopus 로고    scopus 로고
    • Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981 to 2003
    • Anyamba A., Tucker C.J. Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981 to 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
    • 33745215443 scopus 로고    scopus 로고
    • A 20-year study of NDVI variability over the northeast region of Brazil
    • Barbosa H.A., Huete A.R., Baethgen W.E. A 20-year study of NDVI variability over the northeast region of Brazil. Journal of Arid Environments 2006, 67:288-307.
    • (2006) Journal of Arid Environments , vol.67 , pp. 288-307
    • Barbosa, H.A.1    Huete, A.R.2    Baethgen, W.E.3
  • 5
    • 0001324841 scopus 로고
    • Land degradation assessment in central Australia using a grazing gradient method
    • Bastin G.N., Pickup G., Chewings V.H., Pearce G. Land degradation assessment in central Australia using a grazing gradient method. The Rangeland Journal 1993, 15(2):190-216.
    • (1993) The Rangeland Journal , vol.15 , Issue.2 , pp. 190-216
    • Bastin, G.N.1    Pickup, G.2    Chewings, V.H.3    Pearce, G.4
  • 6
    • 0035880393 scopus 로고    scopus 로고
    • Dynamic responses of African ecosystem carbon cycling to climate change
    • Cao M.K., Zhang Q.F., Shugart H.H. Dynamic responses of African ecosystem carbon cycling to climate change. Climate Research 2001, 17:183-193.
    • (2001) Climate Research , vol.17 , pp. 183-193
    • Cao, M.K.1    Zhang, Q.F.2    Shugart, H.H.3
  • 7
    • 36048950298 scopus 로고    scopus 로고
    • Comparing time-series using wavelet-based semblance analysis
    • Cooper G.R.J., Cowan D.R. Comparing time-series using wavelet-based semblance analysis. Computers & Geosciences 2008, 34:95-102.
    • (2008) Computers & Geosciences , vol.34 , pp. 95-102
    • Cooper, G.R.J.1    Cowan, D.R.2
  • 10
    • 0032829907 scopus 로고    scopus 로고
    • Linear regression relationships between NDVI, vegetation and rainfall in Etosha National Park, Namibia
    • du Plessis W.P. Linear regression relationships between NDVI, vegetation and rainfall in Etosha National Park, Namibia. Journal of Arid Environments 1999, 42:235-260.
    • (1999) Journal of Arid Environments , vol.42 , pp. 235-260
    • du Plessis, W.P.1
  • 11
    • 0032004681 scopus 로고    scopus 로고
    • Estimating relations between AVHRR NDVI and rainfall in East Africa at 10-day and monthly time series
    • Eklundh E. Estimating relations between AVHRR NDVI and rainfall in East Africa at 10-day and monthly time series. International Journal of Remote Sensing 1998, 19:563-568.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 563-568
    • Eklundh, E.1
  • 12
    • 1942474436 scopus 로고    scopus 로고
    • Discrimination between climate and human-induced dryland degradation
    • Evans J., Geerken R. Discrimination between climate and human-induced dryland degradation. Journal of Arid Environments 2004, 57:535-554.
    • (2004) Journal of Arid Environments , vol.57 , pp. 535-554
    • Evans, J.1    Geerken, R.2
  • 14
    • 0033799627 scopus 로고    scopus 로고
    • An introduction to wavelet transform tidal analysis methods
    • Flinchem E.P., Jay A.D. An introduction to wavelet transform tidal analysis methods. Estuarine, Coastal & Shelf Science 2000, 51:177-200.
    • (2000) Estuarine, Coastal & Shelf Science , vol.51 , pp. 177-200
    • Flinchem, E.P.1    Jay, A.D.2
  • 15
    • 33644775455 scopus 로고    scopus 로고
    • Intra-seasonal NDVI change projections in semi-arid Africa
    • Funk C.C., Brown M.E. Intra-seasonal NDVI change projections in semi-arid Africa. Remote Sensing of Environment 2006, 101:249-256.
    • (2006) Remote Sensing of Environment , vol.101 , pp. 249-256
    • Funk, C.C.1    Brown, M.E.2
  • 17
    • 33745869468 scopus 로고    scopus 로고
    • Desertification in the Sahel: a reinterpretation
    • Hein L., de Rider N. Desertification in the Sahel: a reinterpretation. Global Change Biology 2006, 12:751-758.
    • (2006) Global Change Biology , vol.12 , pp. 751-758
    • Hein, L.1    de Rider, N.2
  • 18
    • 34848884281 scopus 로고    scopus 로고
    • About regression kriging: from theory to interpretation of results
    • Hengl T., Heuvelink G.B.M., Rossiter D.G. About regression kriging: from theory to interpretation of results. Computers & Geosciences 2007, 33:1301-1315.
    • (2007) Computers & Geosciences , vol.33 , pp. 1301-1315
    • Hengl, T.1    Heuvelink, G.B.M.2    Rossiter, D.G.3
  • 19
    • 0037447871 scopus 로고    scopus 로고
    • The use of time-integrated NOAA NDVI data and rainfall to assess landscape degradation in the arid shrubland of Western Australia
    • Holm A.M., Cridland S.W., Roderick M.L. The use of time-integrated NOAA NDVI data and rainfall to assess landscape degradation in the arid shrubland of Western Australia. Remote Sensing of Environment 2003, 85:145-158.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 145-158
    • Holm, A.M.1    Cridland, S.W.2    Roderick, M.L.3
  • 20
    • 84993682689 scopus 로고    scopus 로고
    • A general EM approach for maximum likelihood estimation in mixed Poisson regression models
    • Karlis D. A general EM approach for maximum likelihood estimation in mixed Poisson regression models. Statistical Modelling 2001, 1(4):305-318.
    • (2001) Statistical Modelling , vol.1 , Issue.4 , pp. 305-318
    • Karlis, D.1
  • 21
    • 43849091311 scopus 로고    scopus 로고
    • Impact of rangeland degradation on the pastoral production systems, livelihoods and perceptions of the Somali pastoralists in Eastern Ethiopia
    • Kassahun A., Snyman H.A., Smit G.N. Impact of rangeland degradation on the pastoral production systems, livelihoods and perceptions of the Somali pastoralists in Eastern Ethiopia. Journal of Arid Environments 2008, 72:1265-1281.
    • (2008) Journal of Arid Environments , vol.72 , pp. 1265-1281
    • Kassahun, A.1    Snyman, H.A.2    Smit, G.N.3
  • 22
    • 0037073835 scopus 로고    scopus 로고
    • Rainfall variability, carbon cycling, and plant species diversity in a mesic grassland
    • Knapp A.K., Fay P.A., Blair J.M. Rainfall variability, carbon cycling, and plant species diversity in a mesic grassland. Science 2002, 298:2202-2205.
    • (2002) Science , vol.298 , pp. 2202-2205
    • Knapp, A.K.1    Fay, P.A.2    Blair, J.M.3
  • 23
    • 0011718060 scopus 로고    scopus 로고
    • Wavelet analysis for geophysical applications
    • Kumar P. Wavelet analysis for geophysical applications. Reviews of Geophysics 1997, 35:385-412.
    • (1997) Reviews of Geophysics , vol.35 , pp. 385-412
    • Kumar, P.1
  • 24
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird N.M., Ware J.H. Random-effects models for longitudinal data. Biometrics 1982, 38:963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 26
    • 0037142192 scopus 로고    scopus 로고
    • Integration of LAC and GAC NDVI data to improve vegetation monitoring in semi-arid environments
    • Masseli F., Rembold F. Integration of LAC and GAC NDVI data to improve vegetation monitoring in semi-arid environments. International Journal of Remote sensing 2002, 23:2475-2488.
    • (2002) International Journal of Remote sensing , vol.23 , pp. 2475-2488
    • Masseli, F.1    Rembold, F.2
  • 27
    • 5144228680 scopus 로고    scopus 로고
    • Indian Ocean Sea surface temperature and Eritrean highlands rainfall
    • Mebrhatu T.M., Walker S. Indian Ocean Sea surface temperature and Eritrean highlands rainfall. Physics & Chemistry of the Earth 2004, 29:1203-1207.
    • (2004) Physics & Chemistry of the Earth , vol.29 , pp. 1203-1207
    • Mebrhatu, T.M.1    Walker, S.2
  • 28
    • 0347928644 scopus 로고    scopus 로고
    • Remote forcing of East African rainfall and relationships with fluctuations in levels of Lake Victoria
    • Mistry V.V., Conway D. Remote forcing of East African rainfall and relationships with fluctuations in levels of Lake Victoria. International Journal of Climatology 2003, 23:67-89.
    • (2003) International Journal of Climatology , vol.23 , pp. 67-89
    • Mistry, V.V.1    Conway, D.2
  • 29
    • 77956228692 scopus 로고    scopus 로고
    • Technical Report No. W01, FAO-SWALIM, Nairobi
    • Muchiri P.W. Climate of Somalia 2007, Technical Report No. W01, FAO-SWALIM, Nairobi. http://www.faoswalim.org.
    • (2007) Climate of Somalia
    • Muchiri, P.W.1
  • 30
    • 0028534079 scopus 로고
    • The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana. I. NDVI response to rainfall
    • Nicholson S.E., Farrar T.J. The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana. I. NDVI response to rainfall. Remote Sensing of Environment 1994, 50:107-120.
    • (1994) Remote Sensing of Environment , vol.50 , pp. 107-120
    • Nicholson, S.E.1    Farrar, T.J.2
  • 31
    • 0033021786 scopus 로고    scopus 로고
    • Wavelet analysis of rainfall-runoff variability isolating climatic from anthropogenic patterns
    • Nikken M. Wavelet analysis of rainfall-runoff variability isolating climatic from anthropogenic patterns. Environmental Modelling & Software 1999, 14:283-295.
    • (1999) Environmental Modelling & Software , vol.14 , pp. 283-295
    • Nikken, M.1
  • 32
    • 77956226424 scopus 로고
    • Stochastic modeling of regional rainfall anomalies in East Africa
    • Ogallo L.A.J. Stochastic modeling of regional rainfall anomalies in East Africa. Journal of Applied Statistics 1986, 13:49-56.
    • (1986) Journal of Applied Statistics , vol.13 , pp. 49-56
    • Ogallo, L.A.J.1
  • 33
    • 60249095769 scopus 로고    scopus 로고
    • Estimating water infiltration and retention characteristics using a computer program in R
    • Omuto C.T., Gumbe L.O. Estimating water infiltration and retention characteristics using a computer program in R. Computers & Geosciences 2009, 35:579-585.
    • (2009) Computers & Geosciences , vol.35 , pp. 579-585
    • Omuto, C.T.1    Gumbe, L.O.2
  • 34
    • 68649122659 scopus 로고    scopus 로고
    • Combining pedometrics, remote sensing and field observations for assessing soil loss in challenging drylands: a case study of northwestern Somalia
    • Omuto C.T., Vargas R.R. Combining pedometrics, remote sensing and field observations for assessing soil loss in challenging drylands: a case study of northwestern Somalia. Land Degradation & Development 2009, 20:101-115.
    • (2009) Land Degradation & Development , vol.20 , pp. 101-115
    • Omuto, C.T.1    Vargas, R.R.2
  • 35
    • 33750010683 scopus 로고    scopus 로고
    • Nonlinear mixed-effects modeling for improved estimation of infiltration and water retention parameters
    • Omuto C.T., Minasny B., McBratney A.B., Biamah E.K. Nonlinear mixed-effects modeling for improved estimation of infiltration and water retention parameters. Journal of Hydrology 2006, 330:748-758.
    • (2006) Journal of Hydrology , vol.330 , pp. 748-758
    • Omuto, C.T.1    Minasny, B.2    McBratney, A.B.3    Biamah, E.K.4
  • 37
    • 0022923880 scopus 로고
    • Satellite remote sensing of rangelands in Botswana II: NOAA AVHRR and herbaceous vegetation
    • Prince S.D., Tucker C.J. Satellite remote sensing of rangelands in Botswana II: NOAA AVHRR and herbaceous vegetation. International Journal of Remote Sensing 1986, 7:1555-1570.
    • (1986) International Journal of Remote Sensing , vol.7 , pp. 1555-1570
    • Prince, S.D.1    Tucker, C.J.2
  • 39
    • 5344244656 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria, R Development Core Team
    • R Development Core Team R: A Language and Environment for Statistical Computing 2008, R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org.
    • (2008) R: A Language and Environment for Statistical Computing
  • 41
    • 0035871102 scopus 로고    scopus 로고
    • Application of NOAA-AVHRR NDVI time-series data to assess changes in Saudi Arabia's rangelands
    • Weiss E., Marsh S.E., Pfirman E.S. Application of NOAA-AVHRR NDVI time-series data to assess changes in Saudi Arabia's rangelands. International Journal of Remote Sensing 2001, 22:1005-1027.
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 1005-1027
    • Weiss, E.1    Marsh, S.E.2    Pfirman, E.S.3
  • 42
    • 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., VanZyl D. Can human-induced land degradation be distinguished from the effects of rainfall variability? A case study in South Africa. Journal of Arid Environments 2007, 68:271-297.
    • (2007) Journal of Arid Environments , vol.68 , pp. 271-297
    • Wessels, K.J.1    Prince, S.D.2    Malherbe, J.3    Small, J.4    Frost, P.E.5    VanZyl, D.6
  • 43
    • 33745809885 scopus 로고    scopus 로고
    • Dynamical effects of the statistical structure of annual rainfall on dryland vegetation
    • Williams C.A., Albertson J.D. Dynamical effects of the statistical structure of annual rainfall on dryland vegetation. Global Change Biology 2006, 12:777-792.
    • (2006) Global Change Biology , vol.12 , pp. 777-792
    • Williams, C.A.1    Albertson, J.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.