메뉴 건너뛰기




Volumn 118, Issue , 2015, Pages 380-389

Evaluating the sequential masking classification approach for improving crop discrimination in the Sudanian Savanna of West Africa

Author keywords

Crop classification; RapidEye; Sequential masking; TerraSAR X; West Africa

Indexed keywords

CROPS; DECISION MAKING; REMOTE SENSING; SATELLITES;

EID: 84940434194     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2015.09.020     Document Type: Article
Times cited : (33)

References (37)
  • 1
    • 0033348373 scopus 로고    scopus 로고
    • Multitemporal ERS-1 SAR data for crop classification: a sequential-masking approach
    • Ban Y., Howarth P.J. Multitemporal ERS-1 SAR data for crop classification: a sequential-masking approach. Can. J. Remote Sens. 1999, 25:438-447.
    • (1999) Can. J. Remote Sens. , vol.25 , pp. 438-447
    • Ban, Y.1    Howarth, P.J.2
  • 3
    • 21444438650 scopus 로고    scopus 로고
    • Efficiency of crop identification based on optical and SAR image time series
    • Blaes X., Vanhalle L., Defourny P. Efficiency of crop identification based on optical and SAR image time series. Remote Sens. Environ. 2005, 96:352-365. 10.1016/j.rse.2005.03.010.
    • (2005) Remote Sens. Environ. , vol.96 , pp. 352-365
    • Blaes, X.1    Vanhalle, L.2    Defourny, P.3
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L. Random forests. Mach. Learn. 2001, 45:5-32. 10.1023/A:1010933404324.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 5
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Cohen J. A coefficient of agreement for nominal scales. Educ. Psychol. Meas. 1960, 20:37-46.
    • (1960) Educ. Psychol. Meas. , vol.20 , pp. 37-46
    • Cohen, J.1
  • 7
    • 84887607665 scopus 로고    scopus 로고
    • Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley
    • Conrad C., Rahmann M., Machwitz M., Stulina G., Paeth H., Dech S. Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley. Uzbekistan. Glob. Planet. Change 2013, 110:88-98. 10.1016/j.gloplacha.2013.08.002.
    • (2013) Uzbekistan. Glob. Planet. Change , vol.110 , pp. 88-98
    • Conrad, C.1    Rahmann, M.2    Machwitz, M.3    Stulina, G.4    Paeth, H.5    Dech, S.6
  • 8
    • 79954932025 scopus 로고    scopus 로고
    • Standardized FAO-LCCS land cover mapping in heterogeneous tree savannas of West Africa
    • Cord A., Conrad C., Schmidt M., Dech S. Standardized FAO-LCCS land cover mapping in heterogeneous tree savannas of West Africa. J. Arid Environ. 2010, 74:1083-1091. 10.1016/j.jaridenv.2010.03.012.
    • (2010) J. Arid Environ. , vol.74 , pp. 1083-1091
    • Cord, A.1    Conrad, C.2    Schmidt, M.3    Dech, S.4
  • 9
    • 33745115697 scopus 로고    scopus 로고
    • Comparing accuracy assessments to infer superiority of image classification methods
    • De Leeuw J., Jia H., Yang L., Liu X., Schmidt K., Skidmore A.K. Comparing accuracy assessments to infer superiority of image classification methods. Int. J. Remote Sens. 2006, 27:223-232. 10.1080/01431160500275762.
    • (2006) Int. J. Remote Sens. , vol.27 , pp. 223-232
    • De Leeuw, J.1    Jia, H.2    Yang, L.3    Liu, X.4    Schmidt, K.5    Skidmore, A.K.6
  • 11
    • 0028588244 scopus 로고
    • Crop area monitoring within an advanced agricultural information system
    • Ehrlich D., Estes J.E., Scepan J., McGwire K.C. Crop area monitoring within an advanced agricultural information system. Geocarto Int. 1994, 9:31-42.
    • (1994) Geocarto Int. , vol.9 , pp. 31-42
    • Ehrlich, D.1    Estes, J.E.2    Scepan, J.3    McGwire, K.C.4
  • 13
    • 0020916711 scopus 로고
    • Fundamentals of image analysis: analysis of visible and thermal infrared data
    • American Society of Photogrammetry, Falls Church, Virginia, R.N. Colwell, D.S. Simonett, F.T. Ulaby (Eds.)
    • Estes J.E., Hajic E., Tinney L. Fundamentals of image analysis: analysis of visible and thermal infrared data. Manual of Remote Sensing 1983, 987-1124. American Society of Photogrammetry, Falls Church, Virginia. R.N. Colwell, D.S. Simonett, F.T. Ulaby (Eds.).
    • (1983) Manual of Remote Sensing , pp. 987-1124
    • Estes, J.E.1    Hajic, E.2    Tinney, L.3
  • 14
    • 3042661357 scopus 로고    scopus 로고
    • Thematic map comparison
    • Foody G.M. Thematic map comparison. Photogramm. Eng. Remote Sens. 2004, 70:627-633. 10.14358/PERS.70.5.627.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , pp. 627-633
    • Foody, G.M.1
  • 15
    • 84904497228 scopus 로고    scopus 로고
    • Integration of optical and synthetic aperture radar imagery for improving crop mapping in Northwestern Benin, West Africa
    • Forkuor G., Conrad C., Thiel M., Ullmann T., Zoungrana E. Integration of optical and synthetic aperture radar imagery for improving crop mapping in Northwestern Benin, West Africa. Remote Sens. 2014, 6:6472-6499. 10.3390/rs6076472.
    • (2014) Remote Sens. , vol.6 , pp. 6472-6499
    • Forkuor, G.1    Conrad, C.2    Thiel, M.3    Ullmann, T.4    Zoungrana, E.5
  • 17
    • 84870209137 scopus 로고    scopus 로고
    • Estimating the fractional cover of growth forms and bare surface in savannas. A multi-resolution approach based on regression tree ensembles
    • Gessner U., Machwitz M., Conrad C., Dech S. Estimating the fractional cover of growth forms and bare surface in savannas. A multi-resolution approach based on regression tree ensembles. Remote Sens. Environ. 2013, 129:90-102. 10.1016/j.rse.2012.10.026.
    • (2013) Remote Sens. Environ. , vol.129 , pp. 90-102
    • Gessner, U.1    Machwitz, M.2    Conrad, C.3    Dech, S.4
  • 19
    • 0024165401 scopus 로고
    • A soil-adjusted vegetation index (SAVI)
    • Huete A.R. A soil-adjusted vegetation index (SAVI). Remote Sens. Environ. 1988, 25:295-309. 10.1016/0034-4257(88)90106-X.
    • (1988) Remote Sens. Environ. , vol.25 , pp. 295-309
    • Huete, A.R.1
  • 20
    • 84865406893 scopus 로고    scopus 로고
    • The next landsat satellite: the landsat data continuity mission
    • Irons J.R., Dwyer J.L., Barsi J.A. The next landsat satellite: the landsat data continuity mission. Remote Sens. Environ. 2012, 122:11-21. 10.1016/j.rse.2011.08.026.
    • (2012) Remote Sens. Environ. , vol.122 , pp. 11-21
    • Irons, J.R.1    Dwyer, J.L.2    Barsi, J.A.3
  • 21
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by random forest
    • Liaw A., Wiener M. Classification and regression by random forest. R News 2002, 2:18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 22
    • 69849110324 scopus 로고    scopus 로고
    • Integration of optical and Synthetic Aperture Radar (SAR) imagery for delivering operational annual crop inventories
    • McNairn H., Champagne C., Shang J., Holmstrom D., Reichert G. Integration of optical and Synthetic Aperture Radar (SAR) imagery for delivering operational annual crop inventories. ISPRS J. Photogramm. Remote Sens. 2009, 64:434-449. 10.1016/j.isprsjprs.2008.07.006.
    • (2009) ISPRS J. Photogramm. Remote Sens. , vol.64 , pp. 434-449
    • McNairn, H.1    Champagne, C.2    Shang, J.3    Holmstrom, D.4    Reichert, G.5
  • 23
    • 0142156246 scopus 로고    scopus 로고
    • ERS SAR interferometry for land cover mapping in a savanna area in Africa
    • Okhimamhe A.A. ERS SAR interferometry for land cover mapping in a savanna area in Africa. Int. J. Remote Sens. 2003, 24:3583-3594.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 3583-3594
    • Okhimamhe, A.A.1
  • 24
    • 84962062901 scopus 로고    scopus 로고
    • Performances of cotton-maize rotation system as affected by ploughing frequency and soil fertility management in Burkina Faso
    • Springer, Netherlands, A. Bationo, B. Waswa, J.M. Okeyo, F. Maina, J.M. Kihara (Eds.)
    • Ouattara K., Nyberg G., Ouattara B., Sédogo P.M., Malmer A. Performances of cotton-maize rotation system as affected by ploughing frequency and soil fertility management in Burkina Faso. Innovations as Key to the Green Revolution in Africa SE - 82 2011, 817-831. Springer, Netherlands. 10.1007/978-90-481-2543-2_82. A. Bationo, B. Waswa, J.M. Okeyo, F. Maina, J.M. Kihara (Eds.).
    • (2011) Innovations as Key to the Green Revolution in Africa SE - 82 , pp. 817-831
    • Ouattara, K.1    Nyberg, G.2    Ouattara, B.3    Sédogo, P.M.4    Malmer, A.5
  • 25
    • 0011102561 scopus 로고
    • Study of crop discrimination by simulated IRS 1C LISS-III data
    • Patnaik C., Dadhwal V.K. Study of crop discrimination by simulated IRS 1C LISS-III data. J. Indian Soc. Remote Sens. 1995, 23:195-199. 10.1007/BF03024500.
    • (1995) J. Indian Soc. Remote Sens. , vol.23 , pp. 195-199
    • Patnaik, C.1    Dadhwal, V.K.2
  • 26
    • 79953182966 scopus 로고    scopus 로고
    • Object-based crop identification using multiple vegetation indices, textural features and crop phenology
    • Peña-Barragán J.M., Ngugi M.K., Plant R.E., Six J. Object-based crop identification using multiple vegetation indices, textural features and crop phenology. Remote Sens. Environ. 2011, 115:1301-1316. 10.1016/j.rse.2011.01.009.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 1301-1316
    • Peña-Barragán, J.M.1    Ngugi, M.K.2    Plant, R.E.3    Six, J.4
  • 27
    • 84872822333 scopus 로고    scopus 로고
    • Identification of cropping activity in central and southern Queensland, Australia, with the aid of MODIS MOD13Q1 imagery
    • Pringle M.J., Denham R.J., Devadas R. Identification of cropping activity in central and southern Queensland, Australia, with the aid of MODIS MOD13Q1 imagery. Int. J. Appl. Earth Obs. Geoinf. 2012, 19:276-285. 10.1016/j.jag.2012.05.015.
    • (2012) Int. J. Appl. Earth Obs. Geoinf. , vol.19 , pp. 276-285
    • Pringle, M.J.1    Denham, R.J.2    Devadas, R.3
  • 30
    • 0043267586 scopus 로고    scopus 로고
    • Biophysical and yield information for precision farming from near-real-time and historical Landsat TM images
    • Thenkabail P.S. Biophysical and yield information for precision farming from near-real-time and historical Landsat TM images. Int. J. Remote Sens. 2003, 24:2879-2904. 10.1080/01431160710155974.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 2879-2904
    • Thenkabail, P.S.1
  • 31
    • 26844478241 scopus 로고    scopus 로고
    • Sequential masking classification of multi-temporal Landsat7 ETM+ images for field-based crop mapping in Karacabey, Turkey
    • Turker M., Arikan M. Sequential masking classification of multi-temporal Landsat7 ETM+ images for field-based crop mapping in Karacabey, Turkey. Int. J. Remote Sens. 2005, 26:3813-3830. 10.1080/01431160500166391.
    • (2005) Int. J. Remote Sens. , vol.26 , pp. 3813-3830
    • Turker, M.1    Arikan, M.2
  • 32
    • 0033214167 scopus 로고    scopus 로고
    • Relationships between leaf area index and landsat TM spectral vegetation indices across three temperate zone sites
    • Turner D.P., Cohen W.B., Kennedy R.E., Fassnacht K.S., Briggs J.M. Relationships between leaf area index and landsat TM spectral vegetation indices across three temperate zone sites. Remote Sens. Environ. 1999, 70:52-68. 10.1016/S0034-4257(99)00057-7.
    • (1999) Remote Sens. Environ. , vol.70 , pp. 52-68
    • Turner, D.P.1    Cohen, W.B.2    Kennedy, R.E.3    Fassnacht, K.S.4    Briggs, J.M.5
  • 34
    • 9244238755 scopus 로고    scopus 로고
    • Determining temporal windows for crop discrimination with remote sensing: a case study in south-eastern Australia
    • Van Niel T.G., McVicar T.R. Determining temporal windows for crop discrimination with remote sensing: a case study in south-eastern Australia. Comput. Electron. Agric. 2004, 45:91-108. 10.1016/j.compag.2004.06.003.
    • (2004) Comput. Electron. Agric. , vol.45 , pp. 91-108
    • Van, N.T.G.1    McVicar, T.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.