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Volumn 10, Issue 12, 2017, Pages 5334-5349

Corrections to: Image classification using RapidEye Data: Integration of spectral and textual features in a random forest classifier (IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2017) 10:12 (5334-5349) DOI: 10.1109/JSTARS.2017.2774807);Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier

Author keywords

Crop classification; random forest (RF); RapidEye; red edge (RE); spectral feature; textual feature

Indexed keywords

CROPS; DECISION TREES; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; INFRARED DEVICES; PRINCIPAL COMPONENT ANALYSIS; REFLECTION; REMOTE SENSING; VEGETATION;

EID: 85038884437     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2018.2830178     Document Type: Erratum
Times cited : (50)

References (65)
  • 2
    • 2342644217 scopus 로고    scopus 로고
    • Optimal classification methods for mapping agricultural tillage practices
    • S. South, J. Qi, and D. P. Lusch, "Optimal classification methods for mapping agricultural tillage practices, " Remote Sens. Environ., vol. 91, no. 1, pp. 90-97, 2004.
    • (2004) Remote Sens. Environ. , vol.91 , Issue.1 , pp. 90-97
    • South, S.1    Qi, J.2    Lusch, D.P.3
  • 3
    • 67650566426 scopus 로고    scopus 로고
    • Object-and pixel-based analysis for mapping crops and their agro-environmental associated measures usingQuick-Bird imagery
    • I. L. Castillejo-González et al., "Object-and pixel-based analysis for mapping crops and their agro-environmental associated measures usingQuick-Bird imagery, " Comput. Electron. Agriculture, vol. 68, no. 2, pp. 207-215, 2009.
    • (2009) Comput. Electron. Agriculture , vol.68 , Issue.2 , pp. 207-215
    • Castillejo-González, I.L.1
  • 4
    • 9244238755 scopus 로고    scopus 로고
    • Determining temporal windows for crop discrimination with remote sensing: A case study in south-eastern Australia
    • T. G. Van Niel and T. R. McVicar, "Determining temporal windows for crop discrimination with remote sensing: A case study in south-eastern Australia, " Comput. Electron. Agriculture, vol. 45, no. 1, pp. 91-108, 2004.
    • (2004) Comput. Electron. Agriculture , vol.45 , Issue.1 , pp. 91-108
    • Van Niel, T.G.1    McVicar, T.R.2
  • 5
    • 33745615125 scopus 로고    scopus 로고
    • Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery
    • Q. Yu, P. Gong, N. Clinton, G. Biging, M. Kelly, and D. Schirokauer, "Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery, " Photogramm. Eng. Remote Sens., vol. 72, no. 7, pp. 799-811, 2006.
    • (2006) Photogramm. Eng. Remote Sens. , vol.72 , Issue.7 , pp. 799-811
    • Yu, Q.1    Gong, P.2    Clinton, N.3    Biging, G.4    Kelly, M.5    Schirokauer, D.6
  • 6
    • 79953182966 scopus 로고    scopus 로고
    • Object-based crop identification using multiple vegetation indices, textural features and crop phenology
    • Jun.
    • J. M. Pena-Barragan,, R. E. Plant, and J. Six, "Object-based crop identification using multiple vegetation indices, textural features and crop phenology, " Remote Sens. Environ., vol. 115, no. 6, pp. 1301-1316, Jun. 2011.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.6 , pp. 1301-1316
    • Pena-Barragan, J.M.1    Plant, R.E.2    Six, J.3
  • 7
    • 84920647571 scopus 로고    scopus 로고
    • Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops
    • Feb.
    • A. Kross, H. McNairn, D. Lapen, M. Sunohara, and C. Champagne, "Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops, " Int. J. Appl. Earth Obs. Geoinf., vol. 34, pp. 235-248, Feb. 2015.
    • (2015) Int. J. Appl. Earth Obs. Geoinf. , vol.34 , pp. 235-248
    • Kross, A.1    McNairn, H.2    Lapen, D.3    Sunohara, M.4    Champagne, C.5
  • 8
    • 77957988945 scopus 로고    scopus 로고
    • Value of using different vegetative indices to quantify agricultural crop characteristics at different growth stages under varying management practices
    • Feb.
    • J. L. Hatfield and J. H. Prueger, "Value of using different vegetative indices to quantify agricultural crop characteristics at different growth stages under varying management practices, " Remote Sens., vol. 2, no. 2, pp. 562-578, Feb. 2010.
    • (2010) Remote Sens. , vol.2 , Issue.2 , pp. 562-578
    • Hatfield, J.L.1    Prueger, J.H.2
  • 9
    • 84937945433 scopus 로고    scopus 로고
    • Crop condition assessment with adjusted NDVI using the uncropped arable land ratio
    • Jun.
    • M. Zhang, B. F. Wu, M. Z. Yu, W. T. Zou, and Y. Zheng, "Crop condition assessment with adjusted NDVI using the uncropped arable land ratio, " Remote Sens., vol. 6, no. 6, pp. 5774-5794, Jun. 2014.
    • (2014) Remote Sens. , vol.6 , Issue.6 , pp. 5774-5794
    • Zhang, M.1    Wu, B.F.2    Yu, M.Z.3    Zou, W.T.4    Zheng, Y.5
  • 10
    • 0029520087 scopus 로고
    • A review of vegetation indices
    • A. Bannari, D. Morin, F. Bonn, and A. Huete, "A review of vegetation indices, " Remote Sens. Rev., vol. 13, nos. 1-2, pp. 95-120, 1995.
    • (1995) Remote Sens. Rev. , vol.13 , Issue.1-2 , pp. 95-120
    • Bannari, A.1    Morin, D.2    Bonn, F.3    Huete, A.4
  • 11
    • 34047245996 scopus 로고    scopus 로고
    • A review on reflective remote sensing and data assimilation techniques for enhanced agroecosystem modeling
    • W. A. Dorigo, R. Zurita-Milla, A. J. deWit, J. Brazile, R. Singh, and M. E. Schaepman, "A review on reflective remote sensing and data assimilation techniques for enhanced agroecosystem modeling, " Int. J. Appl. Earth Obs. Geoinf., vol. 9, no. 2, pp. 165-193, 2007.
    • (2007) Int. J. Appl. Earth Obs. Geoinf. , vol.9 , Issue.2 , pp. 165-193
    • Dorigo, W.A.1    Zurita-Milla, R.2    DeWit, A.J.3    Brazile, J.4    Singh, R.5    Schaepman, M.E.6
  • 12
    • 0036215007 scopus 로고    scopus 로고
    • Novel algorithms for remote estimation of vegetation fraction
    • A. A. Gitelson, Y. J. Kaufman, R. Stark, and D. Rundquist, "Novel algorithms for remote estimation of vegetation fraction, " Remote Sens. Environ., vol. 80, no. 1, pp. 76-87, 2002.
    • (2002) Remote Sens. Environ. , vol.80 , Issue.1 , pp. 76-87
    • Gitelson, A.A.1    Kaufman, Y.J.2    Stark, R.3    Rundquist, D.4
  • 13
    • 33645131328 scopus 로고    scopus 로고
    • Analysis of NDVI and scaled difference vegetation index retrievals of vegetation fraction
    • Z. Jiang et al., "Analysis of NDVI and scaled difference vegetation index retrievals of vegetation fraction, " Remote Sens. Environ., vol. 101, no. 3, pp. 366-378, 2006.
    • (2006) Remote Sens. Environ. , vol.101 , Issue.3 , pp. 366-378
    • Jiang, Z.1
  • 14
    • 0029751226 scopus 로고    scopus 로고
    • Optimization of soil-adjusted vegetation indices
    • G. Rondeaux, M. Steven, and F. Baret, "Optimization of soil-adjusted vegetation indices, " Remote Sens. Environ., vol. 55, no. 2, pp. 95-107, 1996.
    • (1996) Remote Sens. Environ. , vol.55 , Issue.2 , pp. 95-107
    • Rondeaux, G.1    Steven, M.2    Baret, F.3
  • 15
    • 84884489479 scopus 로고    scopus 로고
    • Land-cover mapping in the Nujiang Grand Canyon: Integrating spectral, textural, and topographic data in a random forest classifier
    • Nov.
    • H. Fan, "Land-cover mapping in the Nujiang Grand Canyon: Integrating spectral, textural, and topographic data in a random forest classifier, " Int. J. Remote Sens., vol. 34, no. 21, pp. 7545-7567, Nov. 2013.
    • (2013) Int. J. Remote Sens. , vol.34 , Issue.21 , pp. 7545-7567
    • Fan, H.1
  • 16
    • 84922147384 scopus 로고    scopus 로고
    • Integrating multiple texture methods and NDVI to the random forest classification algorithm to detect tea and hazelnut plantation areas in northeast Turkey
    • Jan.
    • O. Akar and O. Gungor, "Integrating multiple texture methods and NDVI to the random forest classification algorithm to detect tea and hazelnut plantation areas in northeast Turkey, " Int. J. Remote Sens., vol. 36, no. 2, pp. 442-464, Jan. 2015.
    • (2015) Int. J. Remote Sens. , vol.36 , Issue.2 , pp. 442-464
    • Akar, O.1    Gungor, O.2
  • 17
    • 84971667903 scopus 로고    scopus 로고
    • Monitoring plastic-mulched farmland by landsat-8 OLI imagery using spectral and textural features
    • Apr.
    • Hasituya, Z. X. Chen, L. M. Wang, W. B. Wu, Z. W. Jiang, and H. Li, "Monitoring plastic-mulched farmland by landsat-8 OLI imagery using spectral and textural features, " Remote Sens., vol. 8, no. 4, Apr. 2016, Art. no. 353.
    • (2016) Remote Sens. , vol.8 , Issue.4
    • Hasituya1    Chen, Z.X.2    Wang, L.M.3    Wu, W.B.4    Jiang, Z.W.5    Li, H.6
  • 18
    • 84866437212 scopus 로고    scopus 로고
    • Sloping farmland identification using hierarchical classification in the Xi-He region of China
    • Y. Li, J. H. Gong, D. C. Wang, L. P. An, and R. Li, "Sloping farmland identification using hierarchical classification in the Xi-He region of China, " Int. J. Remote Sens., vol. 34, no. 2, pp. 545-562, 2013.
    • (2013) Int. J. Remote Sens. , vol.34 , Issue.2 , pp. 545-562
    • Li, Y.1    Gong, J.H.2    Wang, D.C.3    An, L.P.4    Li, R.5
  • 19
    • 0015680481 scopus 로고
    • Textural features for image classification
    • Nov.
    • R. M. Haralick and K. Shanmugam, "Textural features for image classification, " IEEE Trans. Syst., Man, Cybern., vol. SMC-3, no. 6, pp. 610-621, Nov. 1973.
    • (1973) IEEE Trans. Syst., Man, Cybern. , vol.SMC-3 , Issue.6 , pp. 610-621
    • Haralick, R.M.1    Shanmugam, K.2
  • 20
    • 6344256790 scopus 로고    scopus 로고
    • A multiscale texture analysis procedure for improved forest stand classification
    • C. Coburn and A. C. Roberts, "A multiscale texture analysis procedure for improved forest stand classification, " Int. J. Remote Sens., vol. 25, no. 20, pp. 4287-4308, 2004.
    • (2004) Int. J. Remote Sens. , vol.25 , Issue.20 , pp. 4287-4308
    • Coburn, C.1    Roberts, A.C.2
  • 21
    • 85040291548 scopus 로고    scopus 로고
    • The use of InSAR texture features in land use classification
    • Rotterdam, The Netherlands: Millpress
    • M. Pal and P. M. Mather, "The use of InSAR texture features in land use classification, " in Geoinformation for European-Wide Integration. Rotterdam, The Netherlands: Millpress, 2003, pp. 49-56.
    • (2003) Geoinformation for European-Wide Integration , pp. 49-56
    • Pal, M.1    Mather, P.M.2
  • 22
    • 0026856359 scopus 로고
    • A comparison of spatial feature extraction algorithms for land-use classification with SPOT HRV data
    • P. Gong, D. J. Marceau, and P. J. Howarth, "A comparison of spatial feature extraction algorithms for land-use classification with SPOT HRV data, " Remote Sens. Environ., vol. 40, no. 2, pp. 137-151, 1992.
    • (1992) Remote Sens. Environ. , vol.40 , Issue.2 , pp. 137-151
    • Gong, P.1    Marceau, D.J.2    Howarth, P.J.3
  • 23
    • 0025455577 scopus 로고
    • Evaluation of the grey-level co-occurrence matrix method for land-cover classification using SPOT imagery
    • Jul.
    • D. J. Marceau, P. J. Howarth, J.-M. M. Dubois, and D. J. Gratton, "Evaluation of the grey-level co-occurrence matrix method for land-cover classification using SPOT imagery, " IEEE Trans. Geosci. Remote Sens., vol. 28, no. 4, pp. 513-519, Jul. 1990.
    • (1990) IEEE Trans. Geosci. Remote Sens. , vol.28 , Issue.4 , pp. 513-519
    • Marceau, D.J.1    Howarth, P.J.2    Dubois, J.-M.M.3    Gratton, D.J.4
  • 24
    • 35748932917 scopus 로고    scopus 로고
    • A review of feature selection techniques in bioinformatics
    • Y. Saeys, I. Inza, and P. Larrañaga, "A review of feature selection techniques in bioinformatics, " Bioinformatics, vol. 23, no. 19, pp. 2507-2517, 2007.
    • (2007) Bioinformatics , vol.23 , Issue.19 , pp. 2507-2517
    • Saeys, Y.1    Inza, I.2    Larrañaga, P.3
  • 29
    • 84884514639 scopus 로고    scopus 로고
    • Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using support vector machines
    • Nov.
    • F. Low, U. Michel, S. Dech, and C. Conrad, "Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using support vector machines, " ISPRS J. Photogramm. Remote Sens., vol. 85, pp. 102-119, Nov. 2013.
    • (2013) ISPRS J. Photogramm. Remote Sens. , vol.85 , pp. 102-119
    • Low, F.1    Michel, U.2    Dech, S.3    Conrad, C.4
  • 31
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests, " Mach. Learn., vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Mach. Learn. , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 32
    • 84856982478 scopus 로고    scopus 로고
    • Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests
    • D. C. Duro, S. E. Franklin, and M. G. Dubé, "Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests, " Int. J. Remote Sens., vol. 33, no. 14, pp. 4502-4526, 2012.
    • (2012) Int. J. Remote Sens. , vol.33 , Issue.14 , pp. 4502-4526
    • Duro, D.C.1    Franklin, S.E.2    Dubé, M.G.3
  • 34
    • 14644421528 scopus 로고    scopus 로고
    • Investigation of the random forest framework for classification of hyperspectral data
    • Mar.
    • J. Ham, Y. Chen, M. M. Crawford, and J. Ghosh, "Investigation of the random forest framework for classification of hyperspectral data, " IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 492-501, Mar. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.3 , pp. 492-501
    • Ham, J.1    Chen, Y.2    Crawford, M.M.3    Ghosh, J.4
  • 35
    • 0242709836 scopus 로고    scopus 로고
    • Random forests for land cover classification
    • M. Pal, "Random forests for land cover classification, " in Proc. 2003 IEEE Int. Geosci. Remote Sens. Symp., vol. 6, 2003, pp. 3510-3512.
    • (2003) Proc. 2003 IEEE Int. Geosci. Remote Sens. Symp. , vol.6 , pp. 3510-3512
    • Pal, M.1
  • 36
    • 13344278660 scopus 로고    scopus 로고
    • Random forest classifier for remote sensing classification
    • M. Pal, "Random forest classifier for remote sensing classification, " Int. J. Remote Sens., vol. 26, no. 1, pp. 217-222, 2005.
    • (2005) Int. J. Remote Sens. , vol.26 , Issue.1 , pp. 217-222
    • Pal, M.1
  • 40
    • 84908079629 scopus 로고    scopus 로고
    • Effect of red-edge and texture features for object-based paddy rice crop classification using RapidEye multi-spectral satellite image data
    • H.-O. Kim and J.-M. Yeom, "Effect of red-edge and texture features for object-based paddy rice crop classification using RapidEye multi-spectral satellite image data, " Int. J. Remote Sens., vol. 35, no. 19, pp. 7046-7068, 2014.
    • (2014) Int. J. Remote Sens. , vol.35 , Issue.19 , pp. 7046-7068
    • Kim, H.-O.1    Yeom, J.-M.2
  • 41
    • 84858015958 scopus 로고    scopus 로고
    • Testing the red edge channel for improving land-use classifications based on high-resolution multispectral satellite data
    • C. Schuster, M. Förster, and B. Kleinschmit, "Testing the red edge channel for improving land-use classifications based on high-resolution multispectral satellite data, " Int. J. Remote Sens., vol. 33, no. 17, pp. 5583-5599, 2012.
    • (2012) Int. J. Remote Sens. , vol.33 , Issue.17 , pp. 5583-5599
    • Schuster, C.1    Förster, M.2    Kleinschmit, B.3
  • 42
    • 84962488348 scopus 로고    scopus 로고
    • First experience with sentinel-2 data for crop and tree species classifications in central Europe
    • Mar.
    • M. Immitzer, F. Vuolo, and C. Atzberger, "First experience with sentinel-2 data for crop and tree species classifications in central Europe, " Remote Sens., vol. 8, no. 3, Mar. 2016, Art. no. 166.
    • (2016) Remote Sens. , vol.8 , Issue.3
    • Immitzer, M.1    Vuolo, F.2    Atzberger, C.3
  • 43
    • 84936929352 scopus 로고    scopus 로고
    • Mapping spatial variability of crop growth conditions usingRapidEye data in Northern Ontario, Canada
    • Oct.
    • J. L. Shang et al., "Mapping spatial variability of crop growth conditions usingRapidEye data in Northern Ontario, Canada, " Remote Sens. Environ., vol. 168, pp. 113-125, Oct. 2015.
    • (2015) Remote Sens. Environ. , vol.168 , pp. 113-125
    • Shang, J.L.1
  • 44
    • 84878372022 scopus 로고    scopus 로고
    • Urban vegetation classification: Benefits of multitemporal RapidEye satellite data
    • Sep.
    • J. Tigges, T. Lakes, and P. Hostert, "Urban vegetation classification: Benefits of multitemporal RapidEye satellite data, " Remote Sens. Environ., vol. 136, pp. 66-75, Sep. 2013.
    • (2013) Remote Sens. Environ. , vol.136 , pp. 66-75
    • Tigges, J.1    Lakes, T.2    Hostert, P.3
  • 45
    • 84961926535 scopus 로고    scopus 로고
    • Research on crop identification using multi-temporal NDVI HJ Images
    • H. Zhang, X. Cao, Q. Li, M. Zhang, and X. Zheng, "Research on crop identification using multi-temporal NDVI HJ Images, " Remote Sens. Technol. Appl., vol. 30, no. 2, pp. 304-311, 2015.
    • (2015) Remote Sens. Technol. Appl. , vol.30 , Issue.2 , pp. 304-311
    • Zhang, H.1    Cao, X.2    Li, Q.3    Zhang, M.4    Zheng, X.5
  • 46
    • 78249233839 scopus 로고    scopus 로고
    • Using vegetation indices from satellite remote sensing to assess corn and soybean response to controlled tile drainage
    • Dec.
    • H. Cicek et al., "Using vegetation indices from satellite remote sensing to assess corn and soybean response to controlled tile drainage, " Agricultural Water Manage., vol. 98, no. 2, pp. 261-270, Dec. 2010.
    • (2010) Agricultural Water Manage. , vol.98 , Issue.2 , pp. 261-270
    • Cicek, H.1
  • 47
    • 85040289529 scopus 로고    scopus 로고
    • Integration of RADARSAT-2 SCANSAR and AWIFS for operational agricultural land use monitoring over the Canadian prairies
    • J. L. Shang et al., "Integration of RADARSAT-2 SCANSAR and AWIFS for operational agricultural land use monitoring over the Canadian prairies, " in Proc. 2009 IEEE Int. Geosci. Remote Sens. Symp., vols. 1-5, 2009, pp. 3173-3176.
    • (2009) Proc. 2009 IEEE Int. Geosci. Remote Sens. Symp. , vol.1-5 , pp. 3173-3176
    • Shang, J.L.1
  • 48
    • 2942586682 scopus 로고    scopus 로고
    • Examining the effect of spatial resolution and texture window size on classification accuracy: An urban environment case
    • Jun.
    • D. Chen, D. A. Stow, and P. Gong, "Examining the effect of spatial resolution and texture window size on classification accuracy: An urban environment case, " Int. J. Remote Sens., vol. 25, no. 11, pp. 2177-2192, Jun. 2004.
    • (2004) Int. J. Remote Sens. , vol.25 , Issue.11 , pp. 2177-2192
    • Chen, D.1    Stow, D.A.2    Gong, P.3
  • 49
    • 64549105242 scopus 로고    scopus 로고
    • A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification
    • F. Pacifici, M. Chini, and W. J. Emery, "A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification, " Remote Sens. Environ., vol. 113, no. 6, pp. 1276-1292, 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.6 , pp. 1276-1292
    • Pacifici, F.1    Chini, M.2    Emery, W.J.3
  • 51
    • 84875681835 scopus 로고    scopus 로고
    • Per-field crop classification in irrigated agricultural regions in middle Asia using random forest and support vector machine ensemble
    • F. Löw, G. Schorcht, U. Michel, S. Dech, and C. Conrad, "Per-field crop classification in irrigated agricultural regions in middle Asia using random forest and support vector machine ensemble, " SPIE Remote Sens., vol. 8538, 2012, Art. no. 85380R.
    • (2012) SPIE Remote Sens. , vol.8538
    • Löw, F.1    Schorcht, G.2    Michel, U.3    Dech, S.4    Conrad, C.5
  • 52
    • 73749086442 scopus 로고    scopus 로고
    • Definition of a comprehensive set of texture semivariogram features and their evaluation for object-oriented image classification
    • Feb.
    • A. Balaguer, L. A. Ruiz, T. Hermosilla, and J. A. Recio, "Definition of a comprehensive set of texture semivariogram features and their evaluation for object-oriented image classification, " Comput. Geosci., vol. 36, no. 2, pp. 231-240, Feb. 2010.
    • (2010) Comput. Geosci. , vol.36 , Issue.2 , pp. 231-240
    • Balaguer, A.1    Ruiz, L.A.2    Hermosilla, T.3    Recio, J.A.4
  • 53
    • 84987748851 scopus 로고    scopus 로고
    • Object-based crop classification with landsat-MODIS enhanced time-series data
    • Dec.
    • Q. T. Li, C. Z. Wang, B. Zhang, and L. L. Lu, "Object-based crop classification with landsat-MODIS enhanced time-series data, " Remote Sens., vol. 7, no. 12, pp. 16091-16107, Dec. 2015.
    • (2015) Remote Sens. , vol.7 , Issue.12 , pp. 16091-16107
    • Li, Q.T.1    Wang, C.Z.2    Zhang, B.3    Lu, L.L.4
  • 55
    • 21444447781 scopus 로고    scopus 로고
    • Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales
    • M. L. Clark, D. A. Roberts, and D. B. Clark, "Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales, " Remote Sens. Environ., vol. 96, no. 3, pp. 375-398, 2005.
    • (2005) Remote Sens. Environ. , vol.96 , Issue.3 , pp. 375-398
    • Clark, M.L.1    Roberts, D.A.2    Clark, D.B.3
  • 56
    • 84863422450 scopus 로고    scopus 로고
    • A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species
    • R. Pu and S. Landry, "A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species, " Remote Sens. Environ., vol. 124, pp. 516-533, 2012.
    • (2012) Remote Sens. Environ. , vol.124 , pp. 516-533
    • Pu, R.1    Landry, S.2
  • 57
    • 34250875291 scopus 로고    scopus 로고
    • Examining pine spectral separability using hyperspectral data from an airborne sensor: An extension of field-based results
    • J. Van Aardt and R. Wynne, "Examining pine spectral separability using hyperspectral data from an airborne sensor: An extension of field-based results, " Int. J. Remote Sens., vol. 28, no. 2, pp. 431-436, 2007.
    • (2007) Int. J. Remote Sens. , vol.28 , Issue.2 , pp. 431-436
    • Van Aardt, J.1    Wynne, R.2
  • 59
    • 0000012036 scopus 로고
    • Comparison of stopping rules in forward stepwise discriminant analysis
    • M. C. Costanza and A. Afifi, "Comparison of stopping rules in forward stepwise discriminant analysis, " J. Amer. Statist. Assoc., vol. 74, no. 368, pp. 777-785, 1979.
    • (1979) J. Amer. Statist. Assoc. , vol.74 , Issue.368 , pp. 777-785
    • Costanza, M.C.1    Afifi, A.2
  • 60
    • 43949125818 scopus 로고    scopus 로고
    • Evaluation of random forest and adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery
    • J. C.-W. Chan and D. Paelinckx, "Evaluation of random forest and adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery, " Remote Sens. Environ., vol. 112, no. 6, pp. 2999-3011, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.6 , pp. 2999-3011
    • Chan, J.C.-W.1    Paelinckx, D.2
  • 62
    • 31344453556 scopus 로고    scopus 로고
    • Mapping invasive plants using hyperspectral imagery and Breiman Cutler classifications (random forest)
    • R. L. Lawrence, S. D. Wood, and R. L. Sheley, "Mapping invasive plants using hyperspectral imagery and Breiman Cutler classifications (random forest), " Remote Sens. Environ., vol. 100, no. 3, pp. 356-362, 2006.
    • (2006) Remote Sens. Environ. , vol.100 , Issue.3 , pp. 356-362
    • Lawrence, R.L.1    Wood, S.D.2    Sheley, R.L.3
  • 63
    • 84860121988 scopus 로고    scopus 로고
    • ImageRF-A user-oriented implementation for remote sensing image analysis with random forests
    • B. Waske, S. van der Linden, C. Oldenburg, B. Jakimow, A. Rabe, and P. Hostert, "ImageRF-A user-oriented implementation for remote sensing image analysis with random forests, " Environ. Model. Softw., vol. 35, pp. 192-193, 2012.
    • (2012) Environ. Model. Softw. , vol.35 , pp. 192-193
    • Waske, B.1    Linden Der Van, S.2    Oldenburg, C.3    Jakimow, B.4    Rabe, A.5    Hostert, P.6
  • 64
    • 0043164490 scopus 로고    scopus 로고
    • An analysis of co-occurrence texture statistics as a function of grey level quantization
    • Feb.
    • D. A. Clausi, "An analysis of co-occurrence texture statistics as a function of grey level quantization, " Can. J. Remote Sens., vol. 28, no. 1, pp. 45-62, Feb. 2002.
    • (2002) Can. J. Remote Sens. , vol.28 , Issue.1 , pp. 45-62
    • Clausi, D.A.1
  • 65
    • 0034627794 scopus 로고    scopus 로고
    • Incorporating texture into classification of forest species composition from airborne multispectral images
    • Jan.
    • S. E. Franklin, R. J. Hall, L. M. Moskal, A. J. Maudie, and M. B. Lavigne, "Incorporating texture into classification of forest species composition from airborne multispectral images, " Int. J. Remote Sens., vol. 21, no. 1, pp. 61-79, Jan. 2000.
    • (2000) Int. J. Remote Sens. , vol.21 , Issue.1 , pp. 61-79
    • Franklin, S.E.1    Hall, R.J.2    Moskal, L.M.3    Maudie, A.J.4    Lavigne, M.B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.