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Volumn 24, Issue 10, 2003, Pages 1997-2016

Land cover mapping in support of LAI and FPAR retrievals from EOS-MODIS and MISR: Classification methods and sensitivities to errors

Author keywords

[No Author keywords available]

Indexed keywords

PHOTOSYNTHESIS; RADIATION; RADIOMETERS; REMOTE SENSING; VEGETATION;

EID: 0037768283     PISSN: 01431161     EISSN: None     Source Type: Journal    
DOI: 10.1080/01431160210154858     Document Type: Article
Times cited : (90)

References (49)
  • 1
    • 0032115205 scopus 로고    scopus 로고
    • Prelaunch characteristics of the Moderate Resolution Imaging Spectroradiometer (MODIS) on EOS-AMI
    • BARNES, W., PAGANO, T., and SALOMONSON, V., 1998, Prelaunch characteristics of the Moderate Resolution Imaging Spectroradiometer (MODIS) on EOS-AMI. IEEE Transactions on Geoscience and Remote Sensing, 36, 1088-1100.
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , pp. 1088-1100
    • Barnes, W.1    Pagano, T.2    Salomonson, V.3
  • 3
    • 0026923589 scopus 로고
    • Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • CARPENTER, G., GROSSBERG, S., MARKUXON, N., REYNOLDS, J., and ROSEN, D., 1992, Fuzzy ARTMAP: a neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Transactions on Neural Networks, 3, 698-713.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , pp. 698-713
    • Carpenter, G.1    Grossberg, S.2    Markuxon, N.3    Reynolds, J.4    Rosen, D.5
  • 4
    • 0030820925 scopus 로고    scopus 로고
    • Multitemporal, multichannel AVHRR datasets for land biosphere studies-Artifacts and corrections
    • CIHLAR, J., LY, H., CHEN, Z., POKRANT, H., and HUANG, F., 1997, Multitemporal, multichannel AVHRR datasets for land biosphere studies-artifacts and corrections. Remote Sensing of Environment, 60, 35-37.
    • (1997) Remote Sensing of Environment , vol.60 , pp. 35-37
    • Cihlar, J.1    Ly, H.2    Chen, Z.3    Pokrant, H.4    Huang, F.5
  • 5
  • 6
    • 0024165213 scopus 로고
    • Using spatial autocorrelation analysis to explore the errors in maps generated from remotely sensed data
    • CONGALTON, R., 1988, Using spatial autocorrelation analysis to explore the errors in maps generated from remotely sensed data. Photogrammetric Engineering and Remote Sensing, 54, 587-592.
    • (1988) Photogrammetric Engineering and Remote Sensing , vol.54 , pp. 587-592
    • Congalton, R.1
  • 7
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • CONGALTON, R., 1991, A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 37, 35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.1
  • 8
  • 9
    • 0032216156 scopus 로고    scopus 로고
    • Global land cover classification at 8 km spatial resolution: The use of training data derived from Landsat imagery in decision tree classifiers
    • DEFRIES, R., HANSEN, M., TOWNSHEND, J., and SOHLBERG, R., 1998, Global land cover classification at 8 km spatial resolution: the use of training data derived from Landsat imagery in decision tree classifiers. International Journal of Remote Sensing, 19, 3141-3168.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 3141-3168
    • Defries, R.1    Hansen, M.2    Townshend, J.3    Sohlberg, R.4
  • 10
    • 0034655795 scopus 로고    scopus 로고
    • Continuous fields of vegetation characteristics: A linear mixture model applied to multi-year 8 km AVHRR data
    • DEFRIES, R., HANSEN, M., and TOWNSHEND, J., 2000, Continuous fields of vegetation characteristics: a linear mixture model applied to multi-year 8 km AVHRR data. International Journal of Remote Sensing, 21, 1389-1414.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 1389-1414
    • DeFries, R.1    Hansen, M.2    Townshend, J.3
  • 12
    • 0344972104 scopus 로고    scopus 로고
    • Decision tree classification of land cover from remotely sensed data
    • FRIEDL, M. A., and BRODLEY, C., 1997, Decision tree classification of land cover from remotely sensed data. Remote Sensing of Environment, 61, 399-409.
    • (1997) Remote Sensing of Environment , vol.61 , pp. 399-409
    • Friedl, M.A.1    Brodley, C.2
  • 13
    • 0033100735 scopus 로고    scopus 로고
    • Maximizing land cover classification accuracies produced by decision trees at continental to global scales
    • FRIEDL, M. A., BRODLEY, C., and STRAHLER, A., 1999, Maximizing land cover classification accuracies produced by decision trees at continental to global scales. IEEE Transactions on Geoscience and Remote Sensing, 27, 969-977.
    • (1999) IEEE Transactions on Geoscience and Remote Sensing , vol.27 , pp. 969-977
    • Friedl, M.A.1    Brodley, C.2    Strahler, A.3
  • 15
    • 0034529821 scopus 로고    scopus 로고
    • Characterization of North American land cover from NOAA-AVHRR data using the EOS MODIS land cover classification algorithm
    • FRIEDL, M. A., MUCHONEY, D., MCIVER, D., GAO, F., HODGES, J. F. C., and STRAHLER, A. H., 2000b, Characterization of North American land cover from NOAA-AVHRR data using the EOS MODIS land cover classification algorithm. Geophysical Research Letters, 27, 977-980.
    • (2000) Geophysical Research Letters , vol.27 , pp. 977-980
    • Friedl, M.A.1    Muchoney, D.2    McIver, D.3    Gao, F.4    Hodges, J.F.C.5    Strahler, A.H.6
  • 17
    • 0034655867 scopus 로고    scopus 로고
    • Global land cover classification at 1 km spatial resolution using a classification tree approach
    • HANSEN, M., DEFRIES, R., TOWNSHEND, J., and SOHLBERG, R., 2000, Global land cover classification at 1 km spatial resolution using a classification tree approach. International Journal of Remote Sensing, 21, 1331-1364.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 1331-1364
    • Hansen, M.1    DeFries, R.2    Townshend, J.3    Sohlberg, R.4
  • 22
    • 0032573709 scopus 로고    scopus 로고
    • Synergistic algorithm for estimating vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from MODIS and MISR data
    • KNYAZIKHIN, Y., MARTONCHIK, J., DINER, D., MYNENI, R., and RUNNING, S., 1998a, Synergistic algorithm for estimating vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from MODIS and MISR data. Journal of Geophysical Research, 103, 32257-32275.
    • (1998) Journal of Geophysical Research , vol.103 , pp. 32257-32275
    • Knyazikhin, Y.1    Martonchik, J.2    Diner, D.3    Myneni, R.4    Running, S.5
  • 23
    • 9244227425 scopus 로고    scopus 로고
    • Estimation of vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from atmosphere-corrected MISR data
    • KNYAZIKHIN, Y., MARTONCHIK, J., DINER, D., MYNENI, R., VERSTRAETE, M., PINTY, B., and GOBRON, N., 1998b, Estimation of vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from atmosphere-corrected MISR data. Journal of Geophysical Research, 103, 32239-32256.
    • (1998) Journal of Geophysical Research , vol.103 , pp. 32239-32256
    • Knyazikhin, Y.1    Martonchik, J.2    Diner, D.3    Myneni, R.4    Verstraete, M.5    Pinty, B.6    Gobron, N.7
  • 24
    • 0024837269 scopus 로고
    • Simulation of the regional climatic impact of Amazon deforestation
    • LEAN, J., and WARILOW, D., 1989, Simulation of the regional climatic impact of Amazon deforestation. Nature, 342, 411-413.
    • (1989) Nature , vol.342 , pp. 411-413
    • Lean, J.1    Warilow, D.2
  • 25
    • 0031251587 scopus 로고    scopus 로고
    • The IGBP-DIS global 1 km land cover data set, DISCover: First results
    • LOVELAND, T., and BELWARD, A., 1997, The IGBP-DIS global 1 km land cover data set, DISCover: first results. International Journal of Remote Sensing, 18, 3289-3295.
    • (1997) International Journal of Remote Sensing , vol.18 , pp. 3289-3295
    • Loveland, T.1    Belward, A.2
  • 29
    • 79952785777 scopus 로고
    • An empirical comparison of pruning methods for decision tree induction
    • MINGERS, J., 1989, An empirical comparison of pruning methods for decision tree induction. Machine Learning, 4, 227-243.
    • (1989) Machine Learning , vol.4 , pp. 227-243
    • Mingers, J.1
  • 30
    • 0028604726 scopus 로고
    • Characteristics of composited AVHRR data and problems in their classification
    • MOODY, A., and STRAHLER, A., 1994, Characteristics of composited AVHRR data and problems in their classification. International Journal of Remote Sensing, 15, 3473-3491.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 3473-3491
    • Moody, A.1    Strahler, A.2
  • 31
    • 0032873760 scopus 로고    scopus 로고
    • The IGBP DISCover confidence sites and the system for terrestrial ecosystem parameterization: Tools for validating global land-cover data
    • MUCHONEY, D., STRAHLER, A., HODGES, J., and LOCASTRO, J., 1999, The IGBP DISCover confidence sites and the system for terrestrial ecosystem parameterization: tools for validating global land-cover data. Photogrammetric Engineering and Remote Sensing, 65, 1061-1067.
    • (1999) Photogrammetric Engineering and Remote Sensing , vol.65 , pp. 1061-1067
    • Muchoney, D.1    Strahler, A.2    Hodges, J.3    LoCastro, J.4
  • 33
    • 0031271718 scopus 로고    scopus 로고
    • Estimation of global leaf area index and absorbed PAR using radiative transfer models
    • MYNENI, R. B., NEMANI, R., and RUNNING, S., 1997, Estimation of global leaf area index and absorbed PAR using radiative transfer models. IEEE Transactions on Geoscience and Remote Sensing, 35, 1380-1393.
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , pp. 1380-1393
    • Myneni, R.B.1    Nemani, R.2    Running, S.3
  • 37
    • 0016699095 scopus 로고
    • Generalization of the gap test for the detection of multivariate outliers
    • ROHLF, F., 1975, Generalization of the gap test for the detection of multivariate outliers. Biometrics, 31, 93-101.
    • (1975) Biometrics , vol.31 , pp. 93-101
    • Rohlf, F.1
  • 43
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • SHAPIRE, R., 1990. The strength of weak learnability. Machine Learning, 5, 197-227.
    • (1990) Machine Learning , vol.5 , pp. 197-227
    • Shapire, R.1
  • 44
    • 0030461168 scopus 로고    scopus 로고
    • Estimating the Kappa coefficient and its variance under stratified random sampling
    • STEHMAN, S., 1996, Estimating the Kappa coefficient and its variance under stratified random sampling. Photogrammetric Engineering and Remote Sensing, 62, 401-402.
    • (1996) Photogrammetric Engineering and Remote Sensing , vol.62 , pp. 401-402
    • Stehman, S.1
  • 45
    • 0017336301 scopus 로고
    • Asymptotics for and against cross-validation
    • STONE, M., 1977, Asymptotics for and against cross-validation. Biometrika, 64, 29-35.
    • (1977) Biometrika , vol.64 , pp. 29-35
    • Stone, M.1
  • 47
    • 0038056775 scopus 로고    scopus 로고
    • Radiative transfer based scaling of LAI/FPAR retrievals from reflectance data of different resolutions
    • in press
    • TIAN, Y., WANG, Y., ZHANG, Y., KNYAZIKHIN, Y., BOGAERT, J., and MYNENI, R. B., 2002, Radiative transfer based scaling of LAI/FPAR retrievals from reflectance data of different resolutions. Remote Sensing of Environment, in press.
    • (2002) Remote Sensing of Environment
    • Tian, Y.1    Wang, Y.2    Zhang, Y.3    Knyazikhin, Y.4    Bogaert, J.5    Myneni, R.B.6
  • 48
    • 0026296608 scopus 로고
    • Global land cover classification by remote sensing: Present capabilities and future possibilities
    • TOWNSHEND, J., JUSTICE, C., LI, W., GURNEY, C., and MCMANUS, J., 1991, Global land cover classification by remote sensing: present capabilities and future possibilities. Remote Sensing of Environment, 35, 243-255.
    • (1991) Remote Sensing of Environment , vol.35 , pp. 243-255
    • Townshend, J.1    Justice, C.2    Li, W.3    Gurney, C.4    McManus, J.5
  • 49
    • 0030185172 scopus 로고    scopus 로고
    • Characteristics of the 1-km AVHRR data set for North America
    • ZHU, Z., and YANG, L., 1996, Characteristics of the 1-km AVHRR data set for North America. International Journal of Remote Sensing, 17, 1915-1924.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 1915-1924
    • Zhu, Z.1    Yang, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.