메뉴 건너뛰기




Volumn 92, Issue 4, 2004, Pages 465-474

A comparison of empirical and neural network approaches for estimating corn and soybean leaf area index from Landsat ETM+ imagery

Author keywords

AERONET; Green SVI; LAI; Landsat ETM+; LUT; NDVI; Neural network; SMEX; SVI; Vegetation cover

Indexed keywords

ALGORITHMS; ECOLOGY; NEURAL NETWORKS; PARAMETER ESTIMATION; PHOTOMETERS; VEGETATION;

EID: 4444224968     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2004.06.003     Document Type: Conference Paper
Times cited : (160)

References (33)
  • 1
    • 4444279777 scopus 로고    scopus 로고
    • Upscaling ground observations of vegetation cover and water content during SMEX02 using aircraft and Landsat imagery
    • (this issue)
    • Anderson M.C., Neale C.M.U., Li F., Norman J.M., Kustas W.P., Jayanthi H., Chavez J. Upscaling ground observations of vegetation cover and water content during SMEX02 using aircraft and Landsat imagery. Remote Sensing of Environment. 92:2004;447-464. (this issue)
    • (2004) Remote Sensing of Environment , vol.92 , pp. 447-464
    • Anderson, M.C.1    Neale, C.M.U.2    Li, F.3    Norman, J.M.4    Kustas, W.P.5    Jayanthi, H.6    Chavez, J.7
  • 3
    • 0022268747 scopus 로고
    • Spectral estimation of green leaf area index of oats
    • Best R.G., Harlan J.C. Spectral estimation of green leaf area index of oats. Remote Sensing of Environment. 17:1985;27-36
    • (1985) Remote Sensing of Environment , vol.17 , pp. 27-36
    • Best, R.G.1    Harlan, J.C.2
  • 5
    • 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. 62:1997;241-252
    • (1997) Remote Sensing of Environment , vol.62 , pp. 241-252
    • Carlson, T.N.1    Ripley, D.A.2
  • 7
    • 0038606455 scopus 로고    scopus 로고
    • Retrieval of leaf area index in different vegetation types using high resolution satellite data
    • Colombo R., Bellingeri D., Fasolini D., Marino C.M. Retrieval of leaf area index in different vegetation types using high resolution satellite data. Remote Sensing of Environment. 86:2003;120-131
    • (2003) Remote Sensing of Environment , vol.86 , pp. 120-131
    • Colombo, R.1    Bellingeri, D.2    Fasolini, D.3    Marino, C.M.4
  • 9
    • 0035665459 scopus 로고    scopus 로고
    • Investigating relationships between Landsat ETM+ sensor data and leaf area index in a boreal conifer forest
    • Eklundh L., Harrie L., Kuusk A. Investigating relationships between Landsat ETM+ sensor data and leaf area index in a boreal conifer forest. Remote Sensing of Environment. 78:2001;239-251
    • (2001) Remote Sensing of Environment , vol.78 , pp. 239-251
    • Eklundh, L.1    Harrie, L.2    Kuusk, A.3
  • 10
    • 0028838933 scopus 로고
    • Status of microwave soil moisture measurements with remote sensing
    • Engman E.T., Chauhan N. Status of microwave soil moisture measurements with remote sensing. Remote Sensing of Environment. 51:1995;189-198
    • (1995) Remote Sensing of Environment , vol.51 , pp. 189-198
    • Engman, E.T.1    Chauhan, N.2
  • 11
    • 0141974913 scopus 로고    scopus 로고
    • Retrieving leaf area index with a neural network method: Simulation and validation
    • Fang H., Liang S. Retrieving leaf area index with a neural network method: Simulation and validation. IEEE Transactions on Geoscience and Remote Sensing. 41:2003;2052-2062
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , pp. 2052-2062
    • Fang, H.1    Liang, S.2
  • 12
    • 0038035668 scopus 로고    scopus 로고
    • Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model
    • Fang H., Liang S., Kuusk A. Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model. Remote Sensing of Environment. 85:2003;257-270
    • (2003) Remote Sensing of Environment , vol.85 , pp. 257-270
    • Fang, H.1    Liang, S.2    Kuusk, A.3
  • 13
    • 0028830403 scopus 로고
    • Thermal remote sensing of surface soil water content with partial vegetation cover for incorporation into climatic models
    • Gillies R.R., Carlson T. Thermal remote sensing of surface soil water content with partial vegetation cover for incorporation into climatic models. Journal of Applied Meteorology. 34:1995;745-756
    • (1995) Journal of Applied Meteorology , vol.34 , pp. 745-756
    • Gillies, R.R.1    Carlson, T.2
  • 17
    • 0034478693 scopus 로고    scopus 로고
    • Comparison of four radiative transfer models to simulate plant canopies reflectance: Direct and inverse mode
    • Jacquemoud S., Bacour C., Poilve H., Frangi J.-P. Comparison of four radiative transfer models to simulate plant canopies reflectance: Direct and inverse mode. Remote Sensing of Environment. 74:2000;471-481
    • (2000) Remote Sensing of Environment , vol.74 , pp. 471-481
    • Jacquemoud, S.1    Bacour, C.2    Poilve, H.3    Frangi, J.-P.4
  • 18
    • 44949287707 scopus 로고
    • PROSPECT: A model of leaf optical properties spectra
    • Jacquemoud S., Baret F. PROSPECT: A model of leaf optical properties spectra. Remote Sensing of Environment. 34:1990;75-91
    • (1990) Remote Sensing of Environment , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 19
    • 0028982382 scopus 로고
    • Extraction of vegetation biophysical parameters by inversion of the PROSPECT+SAIL models on sugar beet canopy reflectance data. Application to TM and AVIRIS sensors
    • Jacquemoud S., Baret F., Andrieu B., Danson F.M., Jaggard K. Extraction of vegetation biophysical parameters by inversion of the PROSPECT+SAIL models on sugar beet canopy reflectance data. Application to TM and AVIRIS sensors. Remote Sensing of Environment. 52:1995;163-172
    • (1995) Remote Sensing of Environment , vol.52 , pp. 163-172
    • Jacquemoud, S.1    Baret, F.2    Andrieu, B.3    Danson, F.M.4    Jaggard, K.5
  • 20
    • 0032552629 scopus 로고    scopus 로고
    • Attributes of neural networks for extracting continuous vegetation variables from optical and radar measurements
    • Kimes D.S., Nelson R.F., Manry M.T., Fung A.K. Attributes of neural networks for extracting continuous vegetation variables from optical and radar measurements. International Journal of Remote Sensing. 19:1998;2639-2663
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 2639-2663
    • Kimes, D.S.1    Nelson, R.F.2    Manry, M.T.3    Fung, A.K.4
  • 21
    • 0028534081 scopus 로고
    • A multispectral canopy reflectance model
    • Kuusk A. A multispectral canopy reflectance model. Remote Sensing of Environment. 50:1994;75-82
    • (1994) Remote Sensing of Environment , vol.50 , pp. 75-82
    • Kuusk, A.1
  • 22
    • 0028995428 scopus 로고
    • A Markov chain model of canopy reflectance
    • Kuusk A. A Markov chain model of canopy reflectance. Agricultural and Forest Meteorology. 76:1995;221-236
    • (1995) Agricultural and Forest Meteorology , vol.76 , pp. 221-236
    • Kuusk, A.1
  • 25
    • 0025573324 scopus 로고
    • On the information content of soil reflectance spectra
    • Price J.C. On the information content of soil reflectance spectra. Remote Sensing of Environment. 33:1990;113-121
    • (1990) Remote Sensing of Environment , vol.33 , pp. 113-121
    • Price, J.C.1
  • 27
    • 0027664618 scopus 로고
    • LAI inversion using a back-propagation neural network trained with a multiple scattering model
    • Smith J.A. LAI inversion using a back-propagation neural network trained with a multiple scattering model. IEEE Transactions on Geoscience and Remote Sensing. 31:1993;1102-1106
    • (1993) IEEE Transactions on Geoscience and Remote Sensing , vol.31 , pp. 1102-1106
    • Smith, J.A.1
  • 28
    • 0025662388 scopus 로고
    • The seasonality of AVHRR data of temperate coniferous forests: Relationship with leaf area index
    • Spanner M.A., Pierce L.L., Running S.W., Peterson D.L. The seasonality of AVHRR data of temperate coniferous forests: Relationship with leaf area index. Remote Sensing of Environment. 33:1990;97-112
    • (1990) Remote Sensing of Environment , vol.33 , pp. 97-112
    • Spanner, M.A.1    Pierce, L.L.2    Running, S.W.3    Peterson, D.L.4
  • 31
    • 0030274111 scopus 로고    scopus 로고
    • Potential and limitations of information extraction on the terrestrial biosphere from satellite remote sensing
    • Verstraete M.M., Pinty B., Myneni R.B. Potential and limitations of information extraction on the terrestrial biosphere from satellite remote sensing. Remote Sensing of Environment. 58:1996;201-214
    • (1996) Remote Sensing of Environment , vol.58 , pp. 201-214
    • Verstraete, M.M.1    Pinty, B.2    Myneni, R.B.3
  • 32
    • 0002126806 scopus 로고
    • Some indirect methods of estimating canopy structure
    • Welles J.M. Some indirect methods of estimating canopy structure. Remote Sensing Reviews. 5(1):1990;31-44
    • (1990) Remote Sensing Reviews , vol.5 , Issue.1 , pp. 31-44
    • Welles, J.M.1
  • 33
    • 0000262546 scopus 로고
    • Instrument for indirect measurement of canopy architecture
    • Welles J.M., Norman J.M. Instrument for indirect measurement of canopy architecture. Agronomy Journal. 83(5):1991;818-825
    • (1991) Agronomy Journal , vol.83 , Issue.5 , pp. 818-825
    • Welles, J.M.1    Norman, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.