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Volumn 5, Issue 12, 2013, Pages 6513-6538

Combined spatial and temporal effects of environmental controls on long-term monthly NDVI in the Southern Africa Savanna

Author keywords

Climate change; Dynamic factor analysis; Land cover change; Mean annual precipitation; NDVI; Potential evapotranspiration; Soil moisture; Temperature; Time series analysis

Indexed keywords

DYNAMIC FACTOR ANALYSIS; LAND-COVER CHANGE; MEAN ANNUAL PRECIPITATION; NDVI; POTENTIAL EVAPOTRANSPIRATION;

EID: 84884803878     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs5126513     Document Type: Article
Times cited : (50)

References (86)
  • 1
    • 79953179370 scopus 로고    scopus 로고
    • Climatological determinants of woody cover in Africa
    • Good, S.P.; Caylor, K.K. Climatological determinants of woody cover in Africa. Proc. Natl. Acad. Sci. USA 2011, 108, 4902-4907.
    • (2011) Proc. Natl. Acad. Sci. USA , vol.108 , pp. 4902-4907
    • Good, S.P.1    Caylor, K.K.2
  • 3
    • 38949155145 scopus 로고    scopus 로고
    • Woody cover in African savannas: The role of resources, fire and herbivory
    • Sankaran, M.; Ratnam, J.; Hanan, N. Woody cover in African savannas: The role of resources, fire and herbivory. Glob. Ecol. Biogeogr. 2008, 17, 236-245.
    • (2008) Glob. Ecol. Biogeogr. , vol.17 , pp. 236-245
    • Sankaran, M.1    Ratnam, J.2    Hanan, N.3
  • 4
    • 69549136440 scopus 로고    scopus 로고
    • Relationships between climate, soil moisture and phenology of the woody cover in two sites located along the West African latitudinal gradient
    • Seghieri, J.; Vescovo, A.; Padel, K.; Soubie, R.; Arjounin, M.; Boulain, N.; de Rosnay, P.; Galle, S.; Gosset, M.; Mouctar, A.H.; et al. Relationships between climate, soil moisture and phenology of the woody cover in two sites located along the West African latitudinal gradient. J. Hydrol. 2009, 375, 78-89.
    • (2009) J. Hydrol. , vol.375 , pp. 78-89
    • Seghieri, J.1    Vescovo, A.2    Padel, K.3    Soubie, R.4    Arjounin, M.5    Boulain, N.6    de Rosnay, P.7    Galle, S.8    Gosset, M.9    Mouctar, A.H.10
  • 5
    • 33846676646 scopus 로고    scopus 로고
    • Rangeland ecology in a changing world
    • Gillson, L.; Hoffman, M.T. Rangeland ecology in a changing world. Science 2007, 315, 53-54.
    • (2007) Science , vol.315 , pp. 53-54
    • Gillson, L.1    Hoffman, M.T.2
  • 6
    • 0025573173 scopus 로고
    • The development and causes of range degradation features in southeast Botswana using multitemporal landsat mss imagery
    • Ringrose, S.; Matheson, W.; Tempest, F.; Boyle, T. The development and causes of range degradation features in southeast Botswana using multitemporal landsat mss imagery. Photogramm. Eng. Remote Sens. 1990, 56, 1253-1262.
    • (1990) Photogramm. Eng. Remote Sens. , vol.56 , pp. 1253-1262
    • Ringrose, S.1    Matheson, W.2    Tempest, F.3    Boyle, T.4
  • 7
    • 0021082779 scopus 로고
    • Effects of elephant browsing on woodlands in a Tanzanian national park: Measurements, models and management
    • Barnes, R.F.W. Effects of elephant browsing on woodlands in a Tanzanian national park: Measurements, models and management. J. Appl. Ecol. 1983, 20, 521-539.
    • (1983) J. Appl. Ecol. , vol.20 , pp. 521-539
    • Barnes, R.F.W.1
  • 8
    • 23044509574 scopus 로고    scopus 로고
    • A model-framed evaluation of elephant effects on tree and fire dynamics in African savannas
    • Baxter, P.W.J.; Getz, W.M. A model-framed evaluation of elephant effects on tree and fire dynamics in African savannas. Ecol. Appl. 2005, 15, 1331-1341.
    • (2005) Ecol. Appl. , vol.15 , pp. 1331-1341
    • Baxter, P.W.J.1    Getz, W.M.2
  • 9
    • 29144480570 scopus 로고    scopus 로고
    • Use of space and habitat by elephants (Loxodonta Africana) in the Maputo Elephant Reserve, Mozambique
    • Ntumi, C.P.; van Aarde, R.J.; Fairall, N.; de Boer, W.F. Use of space and habitat by elephants (Loxodonta Africana) in the Maputo Elephant Reserve, Mozambique. S. Afr. J. Wildl. Res. 2005, 35, 139-146.
    • (2005) S. Afr. J. Wildl. Res. , vol.35 , pp. 139-146
    • Ntumi, C.P.1    van Aarde, R.J.2    Fairall, N.3    de Boer, W.F.4
  • 10
    • 46149121498 scopus 로고    scopus 로고
    • Reappraisal of contemporary perspectives on climate change in southern Africa's Okavango Delta sub-region
    • Hamandawana, H.; Chanda, R.; Eckardt, F. Reappraisal of contemporary perspectives on climate change in southern Africa's Okavango Delta sub-region. J. Arid Environ. 2008, 72, 1709-1720.
    • (2008) J. Arid Environ. , vol.72 , pp. 1709-1720
    • Hamandawana, H.1    Chanda, R.2    Eckardt, F.3
  • 11
    • 34547983273 scopus 로고    scopus 로고
    • A continental-scale analysis of tree cover in African savannas
    • Bucini, G.; Hanan, N.P. A continental-scale analysis of tree cover in African savannas. Glob. Ecol. Biogeogr. 2007, 16, 593-605.
    • (2007) Glob. Ecol. Biogeogr. , vol.16 , pp. 593-605
    • Bucini, G.1    Hanan, N.P.2
  • 12
    • 84862129475 scopus 로고    scopus 로고
    • What controls the distribution of tropical forest and savanna?
    • Murphy, B.P.; Bowman, D.M.J.S. What controls the distribution of tropical forest and savanna? Ecol. Lett. 2012, 15, 748-758.
    • (2012) Ecol. Lett. , vol.15 , pp. 748-758
    • Murphy, B.P.1    Bowman, D.M.J.S.2
  • 13
    • 84884765931 scopus 로고    scopus 로고
    • Disentangling the relationships between net primary production and precipitation in southern Africa savannas using satellite observations from 1982 to 2010
    • Zhu, L.; Southworth, J. Disentangling the relationships between net primary production and precipitation in southern Africa savannas using satellite observations from 1982 to 2010. Remote Sens. 2013, 5, 3803-3825.
    • (2013) Remote Sens , vol.5 , pp. 3803-3825
    • Zhu, L.1    Southworth, J.2
  • 14
    • 84874782058 scopus 로고    scopus 로고
    • Length of growing period over Africa: Variability and trends from 30 years of NDVI time series
    • Vrieling, A.; de Leeuw, J.; Said, M.Y. Length of growing period over Africa: Variability and trends from 30 years of NDVI time series. Remote Sens. 2013, 5, 982-1000.
    • (2013) Remote Sens , vol.5 , pp. 982-1000
    • Vrieling, A.1    de Leeuw, J.2    Said, M.Y.3
  • 16
    • 84874766198 scopus 로고    scopus 로고
    • Global datasets of vegetation Leaf Area Index (LAI)3g and Fraction of Photosynthetically Active Radiation (FPAR)3g derived from Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) for the period 1981 to 2011
    • Zhu, Z.; Bi, J.; Pan, Y.; Ganguly, S.; Anav, A.; Xu, L.; Samanta, A.; Piao, S.; Nemani, R.R.; Myneni, R.B. Global datasets of vegetation Leaf Area Index (LAI)3g and Fraction of Photosynthetically Active Radiation (FPAR)3g derived from Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) for the period 1981 to 2011. Remote Sens. 2013, 5, 927-948.
    • (2013) Remote Sens , vol.5 , pp. 927-948
    • Zhu, Z.1    Bi, J.2    Pan, Y.3    Ganguly, S.4    Anav, A.5    Xu, L.6    Samanta, A.7    Piao, S.8    Nemani, R.R.9    Myneni, R.B.10
  • 17
    • 84877646674 scopus 로고    scopus 로고
    • Global latitudinal-asymmetric vegetation growth trends and their driving mechanisms: 1982-2009
    • Mao, J.; Shi, X.; Thornton, P.E.; Hoffman, F.M.; Zhu, Z.; Myneni, R.B. Global latitudinal-asymmetric vegetation growth trends and their driving mechanisms: 1982-2009. Remote Sens. 2013, 5, 1484-1497.
    • (2013) Remote Sens , vol.5 , pp. 1484-1497
    • Mao, J.1    Shi, X.2    Thornton, P.E.3    Hoffman, F.M.4    Zhu, Z.5    Myneni, R.B.6
  • 18
    • 0035513550 scopus 로고    scopus 로고
    • Higher northern latitude normalized difference vegetation index and growing season trends from 1982 to 1999
    • Tucker, C.J.; Slayback, D.A.; Pinzon, J.E.; Los, S.O.; Myneni, R.B.; Taylor, M.G. Higher northern latitude normalized difference vegetation index and growing season trends from 1982 to 1999. Int. J. Biometeorol. 2001, 45, 184-190.
    • (2001) Int. J. Biometeorol. , vol.45 , pp. 184-190
    • Tucker, C.J.1    Slayback, D.A.2    Pinzon, J.E.3    Los, S.O.4    Myneni, R.B.5    Taylor, M.G.6
  • 20
    • 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.: Atmos. 2001, 106, 20069-20083.
    • (2001) J. Geophys. Res. : Atmos. , 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
  • 21
    • 0026305589 scopus 로고
    • Potentials and limits of vegetation indexes for LAI and APAR assessment
    • Baret, F.; Guyot, G. Potentials and limits of vegetation indexes for LAI and APAR assessment. Remote Sens. Environ. 1991, 35, 161-173.
    • (1991) Remote Sens. Environ. , vol.35 , pp. 161-173
    • Baret, F.1    Guyot, G.2
  • 22
    • 33645471665 scopus 로고    scopus 로고
    • Variations in satellite-derived phenology in China's temperate vegetation
    • Piao, S.; Fang, J.; Zhou, L.; 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.1    Fang, J.2    Zhou, L.3    Ciais, P.4    Zhu, B.5
  • 24
    • 33645841632 scopus 로고    scopus 로고
    • Onset of spring starting earlier across the northern hemisphere
    • Schwartz, M.D.; Ahas, R.; Aasa, A. Onset of spring starting earlier across the northern hemisphere. Glob. Change Biol. 2006, 12, 343-351.
    • (2006) Glob. Change Biol. , vol.12 , pp. 343-351
    • Schwartz, M.D.1    Ahas, R.2    Aasa, A.3
  • 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
    • 37249052890 scopus 로고    scopus 로고
    • Diverse responses of vegetation phenology to a warming climate
    • Zhang, X.; Tarpley, D.; Sullivan, J.T. Diverse responses of vegetation phenology to a warming climate. Geophys. Res. Lett. 2007, 34, L19405.
    • (2007) Geophys. Res. Lett. , vol.34
    • Zhang, X.1    Tarpley, D.2    Sullivan, J.T.3
  • 27
    • 0034243376 scopus 로고    scopus 로고
    • The importance of phenology for the evaluation of impact of climate change on growth of boreal, temperate and mediterranean forests ecosystems: An overview
    • Kramer, K.; Leinonen, I.; Loustau, D. The importance of phenology for the evaluation of impact of climate change on growth of boreal, temperate and mediterranean forests ecosystems: An overview. Int. J. Biometeorol. 2000, 44, 67-75.
    • (2000) Int. J. Biometeorol. , vol.44 , pp. 67-75
    • Kramer, K.1    Leinonen, I.2    Loustau, D.3
  • 28
    • 23244468485 scopus 로고    scopus 로고
    • Monitoring the response of vegetation phenology to precipitation in Africa by coupling MODIS and TRMM instruments
    • Zhang, X.Y.; Friedl, M.A.; Schaaf, C.B.; Strahler, A.H.; Liu, Z. Monitoring the response of vegetation phenology to precipitation in Africa by coupling MODIS and TRMM instruments. J. Geophys. Res.: Atmos. 2005, 110, D12103.
    • (2005) J. Geophys. Res.: Atmos. , vol.110
    • Zhang, X.Y.1    Friedl, M.A.2    Schaaf, C.B.3    Strahler, A.H.4    Liu, Z.5
  • 30
    • 76849103757 scopus 로고    scopus 로고
    • Variability and recent trends in the African terrestrial carbon balance
    • Ciais, P.; Piao, S.-L.; Cadule, P.; Friedlingstein, P.; Chedin, A. Variability and recent trends in the African terrestrial carbon balance. Biogeosciences 2009, 6, 1935-1948.
    • (2009) Biogeosciences , vol.6 , pp. 1935-1948
    • Ciais, P.1    Piao, S.-L.2    Cadule, P.3    Friedlingstein, P.4    Chedin, A.5
  • 31
    • 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
  • 32
    • 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. J. Arid Environ. 2005, 63, 596-614.
    • (2005) J. Arid Environ. , vol.63 , pp. 596-614
    • Anyamba, A.1    Tucker, C.J.2
  • 33
    • 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. Geophys. Res. Lett. 2003, 30, 1430-1433.
    • (2003) Geophys. Res. Lett. , vol.30 , pp. 1430-1433
    • Eklundh, L.1    Olsson, L.2
  • 34
    • 67651121693 scopus 로고    scopus 로고
    • Evaluation of earth observation based long term vegetation trends-Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data
    • Fensholt, R.; Rasmussen, K.; Nielsen, T.T.; Mbow, C. Evaluation of earth observation based long term vegetation trends-Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data. Remote Sens. Environ. 2009, 113, 1886-1898.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 1886-1898
    • Fensholt, R.1    Rasmussen, K.2    Nielsen, T.T.3    Mbow, C.4
  • 35
    • 57049135135 scopus 로고    scopus 로고
    • Regional desertification: A global synthesis
    • Helldén, U.; Tottrup, C. Regional desertification: A global synthesis. Glob. Planet. Chang. 2008, 64, 169-176.
    • (2008) Glob. Planet. Chang. , vol.64 , pp. 169-176
    • Helldén, U.1    Tottrup, C.2
  • 36
    • 41249098208 scopus 로고    scopus 로고
    • Persistent changes in NDVI between 1982 and 2003 over India using AVHRR GIMMS (Global Inventory Modeling and Mapping Studies) data
    • Jeyaseelan, A.T.; Roy, P.S.; Young, S.S. Persistent changes in NDVI between 1982 and 2003 over India using AVHRR GIMMS (Global Inventory Modeling and Mapping Studies) data. Int. J. Remote Sens. 2007, 28, 4927-4946.
    • (2007) Int. J. Remote Sens. , vol.28 , pp. 4927-4946
    • Jeyaseelan, A.T.1    Roy, P.S.2    Young, S.S.3
  • 37
    • 7444269627 scopus 로고    scopus 로고
    • Temporal persistence in vegetation cover changes observed from satellite: Development of an estimation procedure in the test site of the Mediterranean Italy
    • Lanfredi, M.; Simoniello, T.; Macchiato, M. Temporal persistence in vegetation cover changes observed from satellite: Development of an estimation procedure in the test site of the Mediterranean Italy. Remote Sens. Environ. 2004, 93, 565-576.
    • (2004) Remote Sens. Environ. , vol.93 , pp. 565-576
    • Lanfredi, M.1    Simoniello, T.2    Macchiato, M.3
  • 38
    • 34248218803 scopus 로고    scopus 로고
    • A comparative analysis of three long-term NDVI datasets derived from AVHRR satellite data
    • McCloy, K.R.; Los, S.; Lucht, W.; Hojsgaard, S. A comparative analysis of three long-term NDVI datasets derived from AVHRR satellite data. EARSeL eProc. 2005, 4, 52-56.
    • (2005) EARSeL eProc , vol.4 , pp. 52-56
    • McCloy, K.R.1    Los, S.2    Lucht, W.3    Hojsgaard, S.4
  • 39
    • 80053994880 scopus 로고    scopus 로고
    • A contextual Mann-Kendall approach for the assessment of trend significance in image time series
    • Neeti, N.; Eastman, J.R. A contextual Mann-Kendall approach for the assessment of trend significance in image time series. Trans. GIS 2011, 15, 599-611.
    • (2011) Trans. GIS , vol.15 , pp. 599-611
    • Neeti, N.1    Eastman, J.R.2
  • 40
    • 22244479726 scopus 로고    scopus 로고
    • A recent greening of the Sahel-Trends, patterns and potential causes
    • Olsson, L.; Eklundh, L.; Ardo, J. A recent greening of the Sahel-Trends, patterns and potential causes. J. Arid Environ. 2005, 63, 556-566.
    • (2005) J. Arid Environ. , vol.63 , pp. 556-566
    • Olsson, L.1    Eklundh, L.2    Ardo, J.3
  • 42
    • 0028166626 scopus 로고
    • Fourier-analysis of multi temporal AVHRR data applied to a land-cover classification
    • Andres, L.; Salas, W.A.; Skole, D. Fourier-analysis of multi temporal AVHRR data applied to a land-cover classification. Int. J. Remote Sens. 1994, 15, 1115-1121.
    • (1994) Int. J. Remote Sens. , vol.15 , pp. 1115-1121
    • Andres, L.1    Salas, W.A.2    Skole, D.3
  • 43
    • 0030238336 scopus 로고    scopus 로고
    • Interannual variability of NDVI over Africa and its relation to El Nino southern oscillation
    • Anyamba, A.; Eastman, J. Interannual variability of NDVI over Africa and its relation to El Nino southern oscillation. Int. J. Remote Sens. 1996, 17, 2533-2548.
    • (1996) Int. J. Remote Sens. , vol.17 , pp. 2533-2548
    • Anyamba, A.1    Eastman, J.2
  • 44
    • 0021424184 scopus 로고
    • A physically-based transformation of Thematic Mapper data-The TM Tasseled Cap
    • Crist, E.P.; Cicone, R.C. A physically-based transformation of Thematic Mapper data-The TM Tasseled Cap. IEEE Trans. Geosci. Remote Sens. 1984, 22, 256-263.
    • (1984) IEEE Trans. Geosci. Remote Sens. , vol.22 , pp. 256-263
    • Crist, E.P.1    Cicone, R.C.2
  • 46
    • 33846470748 scopus 로고
    • A one-factor multivariate time-series model of metropolitan wage rates
    • Engle, R.; Watson, M. A one-factor multivariate time-series model of metropolitan wage rates. J. Am. Stat. Assoc. 1981, 76, 774-781.
    • (1981) J. Am. Stat. Assoc. , vol.76 , pp. 774-781
    • Engle, R.1    Watson, M.2
  • 47
    • 0002931014 scopus 로고
    • The Dynamic Factor Analysis of Economic Time Series Models
    • Aigner, D.J., Goldberger, A.S., Eds.; North-Holland: Amsterdam, The Netherlands
    • Geweke, J.F. The Dynamic Factor Analysis of Economic Time Series Models. In Latent Variables in Socio-Economic Models; Aigner, D.J., Goldberger, A.S., Eds.; North-Holland: Amsterdam, The Netherlands, 1977; pp. 365-382.
    • (1977) Latent Variables in Socio-Economic Models , pp. 365-382
    • Geweke, J.F.1
  • 50
    • 3042674384 scopus 로고    scopus 로고
    • Common trends in northeast atlantic squid time series
    • Zuur, A.F.; Pierce, G.J. Common trends in northeast atlantic squid time series. J. Sea Res. 2004, 52, 57-72.
    • (2004) J. Sea Res. , vol.52 , pp. 57-72
    • Zuur, A.F.1    Pierce, G.J.2
  • 51
    • 77955833362 scopus 로고    scopus 로고
    • Untangling complex shallow groundwater dynamics in the floodplain wetlands of a southeastern U.S. coastal river
    • Kaplan, D.; Muñoz-Carpena, R.; Ritter, A. Untangling complex shallow groundwater dynamics in the floodplain wetlands of a southeastern U.S. coastal river. Water Resour. Res. 2010, 46, W08528.
    • (2010) Water Resour. Res. , vol.46
    • Kaplan, D.1    Muñoz-Carpena, R.2    Ritter, A.3
  • 52
    • 4043176887 scopus 로고    scopus 로고
    • Dynamic factor analysis for quantifying aquifer vulnerability
    • Kovács, J.; Márkus, L.; Halupka, G. Dynamic factor analysis for quantifying aquifer vulnerability. Acta Geol. Hung. 2004, 47, 1-17.
    • (2004) Acta Geol. Hung. , vol.47 , pp. 1-17
    • Kovács, J.1    Márkus, L.2    Halupka, G.3
  • 53
    • 26644469071 scopus 로고    scopus 로고
    • Dynamic factor analysis of groundwater quality trends in an agricultural area adjacent to Everglades National Park
    • Muñoz-Carpena, R.; Ritter, A.; Li, Y.C. Dynamic factor analysis of groundwater quality trends in an agricultural area adjacent to Everglades National Park. J. Contam. Hydrol. 2005, 80, 49-70.
    • (2005) J. Contam. Hydrol. , vol.80 , pp. 49-70
    • Muñoz-Carpena, R.1    Ritter, A.2    Li, Y.C.3
  • 54
    • 28844465850 scopus 로고    scopus 로고
    • Dynamic factor modeling of ground and surface water levels in an agricultural area adjacent to Everglades National Park
    • Ritter, A.; Muñoz-Carpena, R. Dynamic factor modeling of ground and surface water levels in an agricultural area adjacent to Everglades National Park. J. Hydrol. 2006, 317, 340-354.
    • (2006) J. Hydrol. , vol.317 , pp. 340-354
    • Ritter, A.1    Muñoz-Carpena, R.2
  • 55
    • 79551481390 scopus 로고    scopus 로고
    • Complementary effects of surface water and groundwater on soil moisture dynamics in a degraded coastal floodplain forest
    • Kaplan, D.; Muñoz-Carpena, R. Complementary effects of surface water and groundwater on soil moisture dynamics in a degraded coastal floodplain forest. J. Hydrol. 2011, 398, 221-234.
    • (2011) J. Hydrol. , vol.398 , pp. 221-234
    • Kaplan, D.1    Muñoz-Carpena, R.2
  • 56
    • 84886089979 scopus 로고    scopus 로고
    • Dynamic factor analysis of surface water management impacts on soil and bedrock water contents in Southern Florida Lowlands
    • Kisekka, I.; Migliaccio, K.W.; Munoz-Carpena, R.; Schaffer, B.; Li, Y.C. Dynamic factor analysis of surface water management impacts on soil and bedrock water contents in Southern Florida Lowlands. J. Hydrol. 2013, 488, 55-72.
    • (2013) J. Hydrol. , vol.488 , pp. 55-72
    • Kisekka, I.1    Migliaccio, K.W.2    Munoz-Carpena, R.3    Schaffer, B.4    Li, Y.C.5
  • 57
    • 67149097941 scopus 로고    scopus 로고
    • Temporal common trends of topsoil water dynamics in a humid subtropical forest watershed
    • Ritter, A.; Regalado, C.M.; Muñoz-Carpena, R. Temporal common trends of topsoil water dynamics in a humid subtropical forest watershed. Vadose Zone J. 2009, 8, 437-449.
    • (2009) Vadose Zone J , vol.8 , pp. 437-449
    • Ritter, A.1    Regalado, C.M.2    Muñoz-Carpena, R.3
  • 58
    • 80755153594 scopus 로고    scopus 로고
    • Identifying the factors influencing PM2.5 in southern Taiwan using dynamic factor analysis
    • Kuo, Y.; Wang, S.; Jang, C.; Yeh, N.; Yu, H. Identifying the factors influencing PM2.5 in southern Taiwan using dynamic factor analysis. Atmos. Environ. 2011, 45, 7276-7285.
    • (2011) Atmos. Environ. , vol.45 , pp. 7276-7285
    • Kuo, Y.1    Wang, S.2    Jang, C.3    Yeh, N.4    Yu, H.5
  • 59
    • 80054034901 scopus 로고    scopus 로고
    • Buffered climate change effects in a mediterranean pine species: Range limit implications from a tree-ring study
    • Linares, J.C.; Tiscar, P.A. Buffered climate change effects in a mediterranean pine species: Range limit implications from a tree-ring study. Oecologia 2011, 167, 847-859.
    • (2011) Oecologia , vol.167 , pp. 847-859
    • Linares, J.C.1    Tiscar, P.A.2
  • 60
    • 84860917764 scopus 로고    scopus 로고
    • Growth patterns and sensitivity to climate predict silver fir decline in the Spanish pyrenees
    • Linares, J.C.; Camarero, J.J. Growth patterns and sensitivity to climate predict silver fir decline in the Spanish pyrenees. Eur. J. For. Res. 2012, 131, 1001-1012.
    • (2012) Eur. J. For. Res. , vol.131 , pp. 1001-1012
    • Linares, J.C.1    Camarero, J.J.2
  • 61
    • 84883311516 scopus 로고    scopus 로고
    • Beyond precipitation: Physiographic gradients dictate the relative importance of environmental drivers on savanna vegetation
    • Campo-Bescós, M.A.; Muñoz-Carpena, R.; Kaplan, D.A.; Southworth, J.; Zhu, L.; Waylen, P.R. Beyond precipitation: Physiographic gradients dictate the relative importance of environmental drivers on savanna vegetation. PLoS One 2013, 8, e72348.
    • (2013) PLoS One , vol.8
    • Campo-Bescós, M.A.1    Muñoz-Carpena, R.2    Kaplan, D.A.3    Southworth, J.4    Zhu, L.5    Waylen, P.R.6
  • 62
    • 84857378050 scopus 로고    scopus 로고
    • Population distribution, settlement patterns and accessibility across Africa in 2010
    • Linard, C.; Gilbert, M.; Snow, R.W.; Noor, A.M.; Tatem, A.J. Population distribution, settlement patterns and accessibility across Africa in 2010. PLoS One 2012, 7, e31743.
    • (2012) PLoS One , vol.7
    • Linard, C.1    Gilbert, M.2    Snow, R.W.3    Noor, A.M.4    Tatem, A.J.5
  • 63
    • 65849283067 scopus 로고    scopus 로고
    • Food and Agriculture Organization of the United Nations (FAO): Rome, Italy
    • Wint, G.R.W.; Robinson, T.P. Gridded Livestock of the World 2007; Food and Agriculture Organization of the United Nations (FAO): Rome, Italy, 2007; p. 131.
    • (2007) Gridded Livestock of the World 2007 , pp. 131
    • Wint, G.R.W.1    Robinson, T.P.2
  • 64
    • 0033994140 scopus 로고    scopus 로고
    • Seasonal flooding in the Okavango Delta, Botswana-Recent history and future prospects
    • McCarthy, T.S.; Cooper, G.R.J.; Tyson, P.D.; Ellery, W.N. Seasonal flooding in the Okavango Delta, Botswana-Recent history and future prospects. S. Afr. J. Sci. 2000, 96, 25-33.
    • (2000) S. Afr. J. Sci. , vol.96 , pp. 25-33
    • McCarthy, T.S.1    Cooper, G.R.J.2    Tyson, P.D.3    Ellery, W.N.4
  • 65
    • 0031475109 scopus 로고    scopus 로고
    • An assessment of the soil resources of Africa in relation to productivity
    • Eswaran, H.; Almaraz, R.; vandenBerg, E.; Reich, P. An assessment of the soil resources of Africa in relation to productivity. Geoderma 1997, 77, 1-18.
    • (1997) Geoderma , vol.77 , pp. 1-18
    • Eswaran, H.1    Almaraz, R.2    vandenBerg, E.3    Reich, P.4
  • 66
    • 0025206053 scopus 로고
    • Mean seasonal and spatial variability in gauge-corrected, global precipitation
    • Legates, D.R.; Willmott, C.J. Mean seasonal and spatial variability in gauge-corrected, global precipitation. Int. J. Climatol. 1990, 10, 111-127.
    • (1990) Int. J. Climatol. , vol.10 , pp. 111-127
    • Legates, D.R.1    Willmott, C.J.2
  • 67
    • 84891468381 scopus 로고    scopus 로고
    • Global Air Temperature and Precipitation Archive (accessed on 25 September 2013)
    • Global Air Temperature and Precipitation Archive. Available online: http://climate.geog.udel.edu/ ~climate/html_pages/README.ghcn_ts2.html (accessed on 25 September 2013).
  • 68
    • 84891479471 scopus 로고    scopus 로고
    • Earth System Research Laboratory: Physical Sciences Division: The National Centers for Environmental Prediction-Department of Energy Atmospheric Model Intercomparison Project (NCEP-DOE AMIP) II Reanalysis (accessed on 25 September 2013)
    • Earth System Research Laboratory: Physical Sciences Division: The National Centers for Environmental Prediction-Department of Energy Atmospheric Model Intercomparison Project (NCEP-DOE AMIP) II Reanalysis. Available online: http://www.esrl.noaa.gov/psd/data/gridded/ data.ncep.reanalysis2.html (accessed on 25 September 2013).
  • 69
    • 84891422289 scopus 로고    scopus 로고
    • Bureau-Southern Oscilllation Index (SOI) Archives (accessed on 25 Semptember 2013)
    • Bureau-Southern Oscilllation Index (SOI) Archives. Available online: http://www.bom.gov.au/ climate/current/soihtm1.shtml (accessed on 25 Semptember 2013).
  • 70
    • 4143071715 scopus 로고    scopus 로고
    • Climate prediction center global monthly soil moisture dataset at 0.5 degrees resolution for 1948 to present
    • Fan, Y.; van den Dool, H. Climate prediction center global monthly soil moisture dataset at 0.5 degrees resolution for 1948 to present. J. Geophys. Res.: Atmos. 2004, 109, D10102.
    • (2004) J. Geophys. Res.: Atmos. , vol.109
    • Fan, Y.1    van den Dool, H.2
  • 71
    • 3042586941 scopus 로고    scopus 로고
    • Dynamic factor analysis to estimate common trends in fisheries time series
    • Zuur, A.F.; Tuck, I.D.; Bailey, N. Dynamic factor analysis to estimate common trends in fisheries time series. Can. J. Fish. Aquat. Sci. 2003, 60, 542-552.
    • (2003) Can. J. Fish. Aquat. Sci. , vol.60 , pp. 542-552
    • Zuur, A.F.1    Tuck, I.D.2    Bailey, N.3
  • 73
    • 84986753417 scopus 로고
    • An approach to time series smoothing and forecasting using the EM algorithm
    • Shumway, R.H.; Stoffer, D.S. An approach to time series smoothing and forecasting using the EM algorithm. J. Time Ser. Anal. 1982, 3, 253-264.
    • (1982) J. Time Ser. Anal. , vol.3 , pp. 253-264
    • Shumway, R.H.1    Stoffer, D.S.2
  • 74
    • 0041720000 scopus 로고    scopus 로고
    • An algorithm for estimating parameters of state-space models
    • Wu, L.S.Y.; Pai, J.S.; Hosking, J.R.M. An algorithm for estimating parameters of state-space models. Stat. Probab. Lett. 1996, 28, 99-106.
    • (1996) Stat. Probab. Lett. , vol.28 , pp. 99-106
    • Wu, L.S.Y.1    Pai, J.S.2    Hosking, J.R.M.3
  • 76
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models Part I-A discussion of principles
    • Nash, J.E.; Sutcliffe, J.V. River flow forecasting through conceptual models Part I-A discussion of principles. J. Hydrol. 1970, 10, 282-290.
    • (1970) J. Hydrol. , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 77
    • 84872667410 scopus 로고    scopus 로고
    • Performance evaluation of hydrological models: Statistical significance for reducing subjectivity in goodness-of-fit assessments
    • Ritter, A.; Muñoz-Carpena, R. Performance evaluation of hydrological models: Statistical significance for reducing subjectivity in goodness-of-fit assessments. J. Hydrol. 2013, 480, 33-45.
    • (2013) J. Hydrol. , vol.480 , pp. 33-45
    • Ritter, A.1    Muñoz-Carpena, R.2
  • 78
    • 0000120766 scopus 로고
    • Estimating dimension of a model
    • Schwarz, G. Estimating dimension of a model. Ann. Stat. 1978, 6, 461-464.
    • (1978) Ann. Stat. , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 79
    • 0142126733 scopus 로고    scopus 로고
    • Estimating common trends in multivariate time series using dynamic factor analysis
    • Zuur, A.F.; Fryer, R.J.; Jolliffe, I.T.; Dekker, R.; Beukema, J.J. Estimating common trends in multivariate time series using dynamic factor analysis. Environmetrics 2003, 14, 665-685.
    • (2003) Environmetrics , vol.14 , pp. 665-685
    • Zuur, A.F.1    Fryer, R.J.2    Jolliffe, I.T.3    Dekker, R.4    Beukema, J.J.5
  • 81
    • 75149187831 scopus 로고    scopus 로고
    • Dynamic factor analysis for estimating ground water arsenic trends
    • Kuo, Y.; Chang, F. Dynamic factor analysis for estimating ground water arsenic trends. J. Environ. Qual. 2010, 39, 176-184.
    • (2010) J. Environ. Qual. , vol.39 , pp. 176-184
    • Kuo, Y.1    Chang, F.2
  • 82
    • 84878968487 scopus 로고    scopus 로고
    • Walter's two-layer hypothesis revisited: Back to the roots!
    • Ward, D.; Wiegand, K.; Getzin, S. Walter's two-layer hypothesis revisited: Back to the roots! Oecologia 2013, 172, 617-630.
    • (2013) Oecologia , vol.172 , pp. 617-630
    • Ward, D.1    Wiegand, K.2    Getzin, S.3
  • 83
    • 84883407317 scopus 로고    scopus 로고
    • Hydrologic modeling, uncertainty, and sensitivity in the Okavango Basin: Insights for scenario assessment: Case Study
    • in press
    • Linhoss, A.; Muñoz-Carpena, R.; Kiker, G.; Hughes, D. Hydrologic modeling, uncertainty, and sensitivity in the Okavango Basin: Insights for scenario assessment: Case Study. J. Hydrol. Eng. 2013, in press.
    • (2013) J. Hydrol. Eng.
    • Linhoss, A.1    Muñoz-Carpena, R.2    Kiker, G.3    Hughes, D.4
  • 84
    • 0028534077 scopus 로고
    • The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana. II. NDVI response to soil moisture
    • Farrar, T.J.; Nicholson, S.E.; Lare, A.R. The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana. II. NDVI response to soil moisture. Remote Sens. Environ. 1994, 50, 121-133.
    • (1994) Remote Sens. Environ. , vol.50 , pp. 121-133
    • Farrar, T.J.1    Nicholson, S.E.2    Lare, A.R.3
  • 85
    • 0032193987 scopus 로고    scopus 로고
    • A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in Southern Africa
    • Richard, Y.; Poccard, I. A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in Southern Africa. Int. J. Remote Sens. 1998, 19, 2907-2920.
    • (1998) Int. J. Remote Sens. , vol.19 , pp. 2907-2920
    • Richard, Y.1    Poccard, I.2
  • 86
    • 79955920229 scopus 로고    scopus 로고
    • Tree cover in sub-Saharan Africa: Rainfall and fire constrain forest and savanna as alternative stable states
    • Staver, A.C.; Archibald, S.; Levin, S. Tree cover in sub-Saharan Africa: Rainfall and fire constrain forest and savanna as alternative stable states. Ecology 2011, 92, 1063-1072.
    • (2011) Ecology , vol.92 , pp. 1063-1072
    • Staver, A.C.1    Archibald, S.2    Levin, S.3


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