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Volumn 14, Issue 4, 2005, Pages 379-393

Application of a geographically-weighted regression analysis to estimate net primary production of Chinese forest ecosystems

Author keywords

China; Forests; GWR; NDVI; NPP; OLS; Regression; Spatial autocorrelation

Indexed keywords

FOREST ECOSYSTEM; NET PRIMARY PRODUCTION; REGRESSION ANALYSIS;

EID: 22144438387     PISSN: 1466822X     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1466-822X.2005.00153.x     Document Type: Article
Times cited : (199)

References (56)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • (ed. by B. Petrov and F. Csake) Akademiai Kiado, Budapest
    • Akaike, H. (1973) Information theory and an extension of the maximum likelihood principle. 2nd Symposium on Information Theory (ed. by B. Petrov and F. Csake), pp. 267-281. Akademiai Kiado, Budapest.
    • (1973) 2nd Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 2
    • 0036862865 scopus 로고    scopus 로고
    • Under the hood: Issues in the specification and interpretation of spatial regression models
    • Anselin, L. (2002) Under the hood: Issues in the specification and interpretation of spatial regression models. Agricultural Economics, 27, 247-267.
    • (2002) Agricultural Economics , vol.27 , pp. 247-267
    • Anselin, L.1
  • 6
    • 32644463651 scopus 로고
    • China Ministry of Forestry (CMF) China Forestry Press, Beijing
    • China Ministry of Forestry (CMF) (1994) Statistics on forest resources of China (1989-93), p. 385. China Forestry Press, Beijing.
    • (1994) Statistics on Forest Resources of China (1989-93) , pp. 385
  • 9
    • 0032814176 scopus 로고    scopus 로고
    • The participants of the Potsdam NPP model intercomparison Comparing global models of terrestrial net primary productivity (NPP): Overview and key results
    • Cramer, W., Kicklighter, D.W., Bondeau, A., Moore, B., IIIChurkina, G. Nemry, B. Ruimy, A. & Schloss, A.L. The participants of the Potsdam NPP model intercomparison (1999) Comparing global models of terrestrial net primary productivity (NPP): overview and key results. Global Change Biology, 5 (Suppl. 1), 1-15.
    • (1999) Global Change Biology , vol.5 , Issue.SUPPL. 1 , pp. 1-15
    • Cramer, W.1    Kicklighter, D.W.2    Bondeau, A.3    Moore III, B.4    Churkina, G.5    Nemry, B.6    Ruimy, A.7    Schloss, A.L.8
  • 12
    • 0036262709 scopus 로고    scopus 로고
    • Normalisation of directional effects in 10-day global syntheses derived from VEGETATION/SPOT: II. Validation of an operational method on actual data sets
    • Duchemin, B., Berthelot, B., Dedieu, G., Leroy, M. & Maisongrande, P. (2002) Normalisation of directional effects in 10-day global syntheses derived from VEGETATION/SPOT: II. Validation of an operational method on actual data sets. Remote Sensing of Environment, 81, 101-113.
    • (2002) Remote Sensing of Environment , vol.81 , pp. 101-113
    • Duchemin, B.1    Berthelot, B.2    Dedieu, G.3    Leroy, M.4    Maisongrande, P.5
  • 13
  • 14
    • 0842306347 scopus 로고    scopus 로고
    • Geographical weighting as a further refinement to regression modeling: An example focused on the NDVI-rainfall relationship
    • Foody, G.M. (2003) Geographical weighting as a further refinement to regression modeling: An example focused on the NDVI-rainfall relationship. Remote Sensing of Environment, 88, 283-293.
    • (2003) Remote Sensing of Environment , vol.88 , pp. 283-293
    • Foody, G.M.1
  • 15
    • 3142751254 scopus 로고    scopus 로고
    • Spatial nonstationarity and scale-dependency in the relationship between species richness and environmental determinants for the sub-Saharan endemic avifauna
    • Foody, G.M. (2004) Spatial nonstationarity and scale-dependency in the relationship between species richness and environmental determinants for the sub-Saharan endemic avifauna. Global Ecology and Biogeography, 13, 315-320.
    • (2004) Global Ecology and Biogeography , vol.13 , pp. 315-320
    • Foody, G.M.1
  • 18
    • 0022220683 scopus 로고
    • North American vegetation patterns observed with the NOAA-7 advanced very high resolution radiometer
    • Goward, S.N., Tucker, S.J. & Dye, D.G. (1985) North American vegetation patterns observed with the NOAA-7 advanced very high resolution radiometer. Vegetatio, 64, 3-14.
    • (1985) Vegetatio , vol.64 , pp. 3-14
    • Goward, S.N.1    Tucker, S.J.2    Dye, D.G.3
  • 19
    • 0031060950 scopus 로고    scopus 로고
    • On the use of NDVI for estimating rainfall fields in the Kalahari of Botswana
    • Grist, J., Nicholson, S.E. & Mpolokang, A. (1997) On the use of NDVI for estimating rainfall fields in the Kalahari of Botswana. Journal of Arid Environments, 45, 195-214.
    • (1997) Journal of Arid Environments , vol.45 , pp. 195-214
    • Grist, J.1    Nicholson, S.E.2    Mpolokang, A.3
  • 21
    • 0029472312 scopus 로고
    • The use of NOAA-AVHRR NDVI data to assess herbage production in the arid rangelands of Central Australia
    • Hobbs, T.J. (1995) The use of NOAA-AVHRR NDVI data to assess herbage production in the arid rangelands of Central Australia. International Journal of Remote Sensing, 16, 1289-1302.
    • (1995) International Journal of Remote Sensing , vol.16 , pp. 1289-1302
    • Hobbs, T.J.1
  • 22
    • 0022927215 scopus 로고
    • Characterization of maximum value composites from temporal AVHRR data
    • Holben, B.N. (1986) Characterization of maximum value composites from temporal AVHRR data. International Journal of Remote Sensing, 7, 1417-1434.
    • (1986) International Journal of Remote Sensing , vol.7 , pp. 1417-1434
    • Holben, B.N.1
  • 23
    • 0003730427 scopus 로고
    • Tropical Science Center, San Jose, Costa Rica
    • Holdrige, L.R. (1967) Life zone ecology, p. 206. Tropical Science Center, San Jose, Costa Rica.
    • (1967) Life Zone Ecology , pp. 206
    • Holdrige, L.R.1
  • 24
    • 0001354983 scopus 로고    scopus 로고
    • Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion
    • Hurvich, C.M., Simonoff, J.S. & Tsai, C.-L. (1998) Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. Journal of Royal Statistical Society Series B, 60, 271-293.
    • (1998) Journal of Royal Statistical Society Series B , vol.60 , pp. 271-293
    • Hurvich, C.M.1    Simonoff, J.S.2    Tsai, C.-L.3
  • 25
    • 0028608380 scopus 로고
    • The pathfinder AVHRR land data set: An improved coarse resolution data set for terrestrial monitoring
    • James, M.E. & Kalluri, S.N.V. (1994) The pathfinder AVHRR land data set: an improved coarse resolution data set for terrestrial monitoring. International Journal of Remote Sensing, 15, 3347-3363.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 3347-3363
    • James, M.E.1    Kalluri, S.N.V.2
  • 26
    • 0034903648 scopus 로고    scopus 로고
    • Biomass and NPP estimation for the mid-Atlantic region (USA) using plot-level forest inventory data
    • Jenkins, J.C., Birdsey, R.A. & Pan, Y. (2001) Biomass and NPP estimation for the mid-Atlantic region (USA) using plot-level forest inventory data. Ecological Applications, 11, 1174-1193.
    • (2001) Ecological Applications , vol.11 , pp. 1174-1193
    • Jenkins, J.C.1    Birdsey, R.A.2    Pan, Y.3
  • 28
    • 0033589323 scopus 로고    scopus 로고
    • Modelling the spatial pattern of net primary productivity in Chinese Forests
    • Jiang, H., Apps, M.J., Zhang, Y., Peng, C. & Woodward, P.M. (1999) Modelling the spatial pattern of net primary productivity in Chinese Forests. Ecological Modelling, 122, 275-288.
    • (1999) Ecological Modelling , vol.122 , pp. 275-288
    • Jiang, H.1    Apps, M.J.2    Zhang, Y.3    Peng, C.4    Woodward, P.M.5
  • 29
    • 0033199148 scopus 로고    scopus 로고
    • MODIS vegetation index compositing approach: A prototype with AVHRR data
    • van Leeuwen, W.J.D., Huete, A.R. & Laing, T.W. (1999) MODIS vegetation index compositing approach: a prototype with AVHRR data. Remote Sensing of Environment, 69, 264-280.
    • (1999) Remote Sensing of Environment , vol.69 , pp. 264-280
    • van Leeuwen, W.J.D.1    Huete, A.R.2    Laing, T.W.3
  • 30
    • 0027881344 scopus 로고
    • Spatial autocorrelation: Trouble or new paradigm?
    • Legendre, P. (1993) Spatial autocorrelation: trouble or new paradigm? Ecology, 74, 1659-1673.
    • (1993) Ecology , vol.74 , pp. 1659-1673
    • Legendre, P.1
  • 31
    • 0036779390 scopus 로고    scopus 로고
    • The consequences of spatial structure for the design and analysis of ecological field surveys
    • Legendre, P., Dale, M.R.T., Fortin, M., Gurevitch, J., Hohn, M. & Myers, D. (2002) The consequences of spatial structure for the design and analysis of ecological field surveys. Ecography, 25, 601-625.
    • (2002) Ecography , vol.25 , pp. 601-625
    • Legendre, P.1    Dale, M.R.T.2    Fortin, M.3    Gurevitch, J.4    Hohn, M.5    Myers, D.6
  • 32
    • 0004170691 scopus 로고    scopus 로고
    • 2nd edn. Elsevier Science, Amsterdam, Netherlands
    • Legendre, P. & Legendre, L. (1998) Numerical ecology, 2nd edn. Elsevier Science, Amsterdam, Netherlands.
    • (1998) Numerical Ecology
    • Legendre, P.1    Legendre, L.2
  • 33
    • 0034028569 scopus 로고    scopus 로고
    • Red-shifts and red herrings in geographical ecology
    • Lennon, J.J. (2000) Red-shifts and red herrings in geographical ecology. Ecography, 23, 101-113.
    • (2000) Ecography , vol.23 , pp. 101-113
    • Lennon, J.J.1
  • 34
    • 0037051194 scopus 로고    scopus 로고
    • Relations between AVHRR NDVI and ecoclimatic parameters in China
    • Li, B., Tao, S. & Dawson, R.W. (2002) Relations between AVHRR NDVI and ecoclimatic parameters in China. International Journal of Remote Sensing, 23, 989-999.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 989-999
    • Li, B.1    Tao, S.2    Dawson, R.W.3
  • 37
    • 0000622415 scopus 로고
    • Modeling the primary productivity of the world
    • (ed. by H. Lieth and R.H. Whittaker) Springer-Verlag, New York
    • Lieth, H. (1975) Modeling the primary productivity of the world. Primary productivity of the biosphere (ed. by H. Lieth and R.H. Whittaker), pp. 237-263. Springer-Verlag, New York.
    • (1975) Primary Productivity of the Biosphere , pp. 237-263
    • Lieth, H.1
  • 39
    • 0036328157 scopus 로고    scopus 로고
    • Satellite estimates of productivity and light use efficiency in United States agriculture, 1982-1998
    • Lobell, D.B., Hicke, J.A., Asner, G.P., Field, C.B., Tucker, C.J. & Los, S.O. (2002) Satellite estimates of productivity and light use efficiency in United States agriculture, 1982-1998. Global Change Biology, 8, 722-735.
    • (2002) Global Change Biology , vol.8 , pp. 722-735
    • Lobell, D.B.1    Hicke, J.A.2    Asner, G.P.3    Field, C.B.4    Tucker, C.J.5    Los, S.O.6
  • 42
    • 0028565726 scopus 로고
    • A global perspective of regional vegetation and hydrologic sensitivities from climatic change
    • Neilson, R.P. & Marks, D. (1994) A global perspective of regional vegetation and hydrologic sensitivities from climatic change. Journal of Vegetation Science, 5, 715-730.
    • (1994) Journal of Vegetation Science , vol.5 , pp. 715-730
    • Neilson, R.P.1    Marks, D.2
  • 43
    • 0037451735 scopus 로고    scopus 로고
    • Net primary productivity in forests of China: Scaling-Up of national inventory data and comparison with model predictions
    • Ni, J. (2003) Net primary productivity in forests of China: scaling-up of national inventory data and comparison with model predictions. Forest Ecology and Management, 176, 485-495.
    • (2003) Forest Ecology and Management , vol.176 , pp. 485-495
    • Ni, J.1
  • 44
    • 0001120371 scopus 로고    scopus 로고
    • Synthesis and analysis of biomass and net primary productivity in Chinese forests
    • Ni, J., Zhang, X.S. & Scurlock, J.M.O. (2001) Synthesis and analysis of biomass and net primary productivity in Chinese forests. Annals of Forest Science, 58, 351-384.
    • (2001) Annals of Forest Science , vol.58 , pp. 351-384
    • Ni, J.1    Zhang, X.S.2    Scurlock, J.M.O.3
  • 45
    • 0030616852 scopus 로고    scopus 로고
    • ANPP estimates from NDVI for the central grassland region of the United States
    • Paruelo, J.M., Epstein, H.E., Lauenroth, W.K. & Burke, I.C. (1997) ANPP estimates from NDVI for the central grassland region of the United States. Ecology, 78, 953-958.
    • (1997) Ecology , vol.78 , pp. 953-958
    • Paruelo, J.M.1    Epstein, H.E.2    Lauenroth, W.K.3    Burke, I.C.4
  • 51
    • 85004450333 scopus 로고
    • Agroclimate evaluation of net primary productivity of natural vegetation (1) Chikugo model for evaluating net primary productivity
    • Uchijima, Z. (1985) Agroclimate evaluation of net primary productivity of natural vegetation (1) Chikugo model for evaluating net primary productivity. Journal of Agricultural Meteorology, 40, 343-352.
    • (1985) Journal of Agricultural Meteorology , vol.40 , pp. 343-352
    • Uchijima, Z.1
  • 54
    • 0032108709 scopus 로고    scopus 로고
    • An analysis of relationships among climate forcing and time-integrated NDVI of grasslands over the U.S. northern and central Great Plains
    • Yang, L., Wylie, B.K., Tiezen, L.L. & Reed, B.C. (1998) An analysis of relationships among climate forcing and time-integrated NDVI of grasslands over the U.S. northern and central Great Plains. Remote Sensing of Environment, 65, 25-37.
    • (1998) Remote Sensing of Environment , vol.65 , pp. 25-37
    • Yang, L.1    Wylie, B.K.2    Tiezen, L.L.3    Reed, B.C.4
  • 55
    • 1242300158 scopus 로고    scopus 로고
    • Modelling spatial variation in tree diameter-height relationships
    • Zhang, L., Bi, H., Cheng, P. & Davis, C.J. (2004) Modelling spatial variation in tree diameter-height relationships. Forest Ecology and Management, 189, 317-329.
    • (2004) Forest Ecology and Management , vol.189 , pp. 317-329
    • Zhang, L.1    Bi, H.2    Cheng, P.3    Davis, C.J.4
  • 56
    • 0037240688 scopus 로고    scopus 로고
    • Terrestrial net primary production estimates for 0.5° grid cells from field observations - A contribution to global biogeochemical modelling
    • Zheng, D., Prince, S. & Wright, R. (2003) Terrestrial net primary production estimates for 0.5° grid cells from field observations - a contribution to global biogeochemical modelling. Global Change Biology, 9, 46-64.
    • (2003) Global Change Biology , vol.9 , pp. 46-64
    • Zheng, D.1    Prince, S.2    Wright, R.3


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