메뉴 건너뛰기




Volumn 49, Issue , 2016, Pages 361-380

Assessing in-season crop classification performance using satellite data: A test case in Northern Italy

Author keywords

Crop type; Early mapping; Landsat 8 OLI; Multi temporal data; Supervised classification

Indexed keywords

CLASSIFICATION (OF INFORMATION);

EID: 84986904940     PISSN: None     EISSN: 22797254     Source Type: Journal    
DOI: 10.5721/EuJRS20164920     Document Type: Article
Times cited : (56)

References (38)
  • 1
    • 84896786843 scopus 로고    scopus 로고
    • Comparative Analysis of Normalised Difference Spectral Indices Derived from MODIS for Detecting Surface Water in Flooded Rice Cropping Systems
    • Boschetti M., Nutini F., Manfron G., Brivio P.A., Nelson A. (2014) - Comparative Analysis of Normalised Difference Spectral Indices Derived from MODIS for Detecting Surface Water in Flooded Rice Cropping Systems. PloS one, 9 (2): e88741. doi: http://dx.doi.org/10.1371/journal.pone.0088741.
    • (2014) PloS one , vol.9 , Issue.2
    • Boschetti, M.1    Nutini, F.2    Manfron, G.3    Brivio, P.A.4    Nelson, A.5
  • 2
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton R.G. (1991) - A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 37 (1): 35-46. doi: http://dx.doi.org/10.1016/0034-4257(91)90048-B.
    • (1991) Remote Sensing of Environment , vol.37 , Issue.1 , pp. 35-46
    • Congalton, R.G.1
  • 3
    • 84896005616 scopus 로고    scopus 로고
    • Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images
    • Conrad C., Dech S., Dubovyk O., Fritsch S., Klein D., Löw F. Zeidler J. (2014) - Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images. Computers and Electronics in Agriculture, 103: 63-74. doi: http://dx.doi.org/10.1016/j.compag.2014.02.003.
    • (2014) Computers and Electronics in Agriculture , vol.103 , pp. 63-74
    • Conrad, C.1    Dech, S.2    Dubovyk, O.3    Fritsch, S.4    Klein, D.5    Löw, F.6    Zeidler, J.7
  • 4
    • 6344256799 scopus 로고    scopus 로고
    • Efficiency and accuracy of per-field classification for operational crop mapping
    • De Wit A.J.W., Clevers J.G.P.W. (2004) - Efficiency and accuracy of per-field classification for operational crop mapping. International Journal of Remote Sensing, 25 (20): 4091-4112. doi: http://dx.doi.org/10.1080/01431160310001619580.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.20 , pp. 4091-4112
    • De Wit, A.J.W.1    Clevers, J.G.P.W.2
  • 6
    • 77956179220 scopus 로고    scopus 로고
    • A conceptual framework to define the spatial resolution requirements for agricultural monitoring using remote sensing
    • Duveiller G., Defourny P. (2010) - A conceptual framework to define the spatial resolution requirements for agricultural monitoring using remote sensing. Remote Sensing of Environment, 114 (11): 2637-2650. doi: http://dx.doi.org/10.1016/j.rse.2010.06.001.
    • (2010) Remote Sensing of Environment , vol.114 , Issue.11 , pp. 2637-2650
    • Duveiller, G.1    Defourny, P.2
  • 7
    • 84865820031 scopus 로고    scopus 로고
    • Crop type mapping using spectral-temporal profiles and phenological information
    • Foerster S., Kaden K., Foerster M., Itzerott S. (2012) - Crop type mapping using spectral-temporal profiles and phenological information. Computers and Electronics in Agriculture, 89: 30-40. doi: http://dx.doi.org/10.1016/j.compag.2012.07.015.
    • (2012) Computers and Electronics in Agriculture , vol.89 , pp. 30-40
    • Foerster, S.1    Kaden, K.2    Foerster, M.3    Itzerott, S.4
  • 8
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody G.M. (2002) - Status of land cover classification accuracy assessment. Remote Sensing of Environment, 80 (1): 185-201. doi: http://dx.doi.org/10.1016/S0034-4257(01)00295-4.
    • (2002) Remote Sensing of Environment , vol.80 , Issue.1 , pp. 185-201
    • Foody, G.M.1
  • 9
    • 0026451960 scopus 로고
    • A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency
    • Gamon J.A., Penuelas J., Field C.B. (1992) - A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sensing of Environment, 41 (1): 35-44. doi: http://dx.doi.org/10.1016/0034-4257(92)90059-S.
    • (1992) Remote Sensing of Environment , vol.41 , Issue.1 , pp. 35-44
    • Gamon, J.A.1    Penuelas, J.2    Field, C.B.3
  • 10
    • 0032815356 scopus 로고    scopus 로고
    • Assessing Leaf Pigment Content and Activity with a Reflectometer
    • Gamon J.A., Surfus J.S. (1999) - Assessing Leaf Pigment Content and Activity with a Reflectometer. New Phytologist, 143: 105-117. doi: http://dx.doi.org/10.1046/j.1469-8137.1999.00424.x.
    • (1999) New Phytologist , vol.143 , pp. 105-117
    • Gamon, J.A.1    Surfus, J.S.2
  • 12
    • 0029804451 scopus 로고    scopus 로고
    • Signature analysis of leaf reflectance spectra: Algorithm development for remote sensing of chlorophyll
    • Gitelson A.A., Merzlyak M.N. (1996) - Signature analysis of leaf reflectance spectra: algorithm development for remote sensing of chlorophyll. Journal of Plant Physiology, 148 (3): 494-500. doi: http://dx.doi.org/10.1016/S0176-1617(96)80284-7.
    • (1996) Journal of Plant Physiology , vol.148 , Issue.3 , pp. 494-500
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 13
    • 84879520844 scopus 로고    scopus 로고
    • Contemporary and historical classification of crop types in Arizona
    • Hartfield K.A., Marsh S.E., Kirk C.D., Carrière Y. (2013) - Contemporary and historical classification of crop types in Arizona. International Journal of Remote Sensing, 34 (17): 6024-6036. doi: http://dx.doi.org/10.1080/01431161.2013.793861.
    • (2013) International Journal of Remote Sensing , vol.34 , Issue.17 , pp. 6024-6036
    • Hartfield, K.A.1    Marsh, S.E.2    Kirk, C.D.3    Carrière, Y.4
  • 14
    • 0028668157 scopus 로고
    • Development of vegetation and soil indices for MODIS-EOS
    • Huete A., Justice C., Liu H. (1994) - Development of vegetation and soil indices for MODIS-EOS. Remote Sensing of Environment, 49 (3): 224-234. doi: http://dx.doi.org/10.1016/0034-4257(94)90018-3.
    • (1994) Remote Sensing of Environment , vol.49 , Issue.3 , pp. 224-234
    • Huete, A.1    Justice, C.2    Liu, H.3
  • 15
    • 0030613490 scopus 로고    scopus 로고
    • A comparison of vegetation indices over a global set of TM images for EOS-MODIS
    • Huete A.R., Liu H., Batchily K., van Leeuwen W. (1997) - A comparison of vegetation indices over a global set of TM images for EOS-MODIS. Remote Sensing of Environment, 59: 440-451. doi: http://dx.doi.org/10.1016/S0034-4257(96)00112-5.
    • (1997) Remote Sensing of Environment , vol.59 , pp. 440-451
    • Huete, A.R.1    Liu, H.2    Batchily, K.3    van Leeuwen, W.4
  • 16
    • 0035141667 scopus 로고    scopus 로고
    • A comparison of parametric classification procedures of remotely sensed data applied on different landscape units
    • Hubert-Moy L., Cotonnec A., Le Du L., Chardin A., Perez P. (2001) - A comparison of parametric classification procedures of remotely sensed data applied on different landscape units. Remote Sensing of Environment, 75: 174-187. doi: http://dx.doi.org/10.1016/S0034-4257(00)00165-6.
    • (2001) Remote Sensing of Environment , vol.75 , pp. 174-187
    • Hubert-Moy, L.1    Cotonnec, A.2    Le Du, L.3    Chardin, A.4    Perez, P.5
  • 17
    • 0027338791 scopus 로고
    • The spectral image processing system (SIPS)-interactive visualization and analysis of imaging spectrometer data
    • Kruse F.A., Lefkoff A.B., Boardman J.B., Heidebrecht K.B., Shapiro A.T., Barloon P.J., Goetz A.F.H. (1993) - The spectral image processing system (SIPS)-interactive visualization and analysis of imaging spectrometer data. Remote Sensing of Environment, 44 (2): 145-163. doi: http://dx.doi.org/10.1016/0034-4257(93)90013-N.
    • (1993) Remote Sensing of Environment , vol.44 , Issue.2 , pp. 145-163
    • Kruse, F.A.1    Lefkoff, A.B.2    Boardman, J.B.3    Heidebrecht, K.B.4    Shapiro, A.T.5    Barloon, P.J.6    Goetz, A.F.H.7
  • 18
    • 84865406893 scopus 로고    scopus 로고
    • The next Landsat satellite: The Landsat Data Continuity Mission
    • Irons J.R., Dwyer J.L., Barsi J.A. (2012) - The next Landsat satellite: The Landsat Data Continuity Mission. Remote Sensing of Environment, 122: 11-21. doi: http://dx.doi.org/10.1016/j.rse.2011.08.026.
    • (2012) Remote Sensing of Environment , vol.122 , pp. 11-21
    • Irons, J.R.1    Dwyer, J.L.2    Barsi, J.A.3
  • 20
    • 13844310032 scopus 로고    scopus 로고
    • Prediction of crop yield, water consumption and water use efficiency with a SVAT-crop growth model using remotely sensed data on the North China Plain
    • Mo X., Liu S., Lin Z., Xu Y., Xiang Y., McVicar T.R. (2005) - Prediction of crop yield, water consumption and water use efficiency with a SVAT-crop growth model using remotely sensed data on the North China Plain. Ecological Modelling, 183 (2): 301-322. doi: http://dx.doi.org/10.1016/j.ecolmodel.2004.07.032.
    • (2005) Ecological Modelling , vol.183 , Issue.2 , pp. 301-322
    • Mo, X.1    Liu, S.2    Lin, Z.3    Xu, Y.4    Xiang, Y.5    McVicar, T.R.6
  • 21
    • 0346875638 scopus 로고    scopus 로고
    • Classification of wheat crop with multi-temporal images: Performance of maximum likelihood and artificial neural networks
    • Murthy C.S., Raju P.V., Badrinath K.V.S. (2003) - Classification of wheat crop with multi-temporal images: performance of maximum likelihood and artificial neural networks, International Journal of Remote Sensing, 24 (23): 4871-4890. doi: http://dx.doi.org/10.1080/0143116031000070490.
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.23 , pp. 4871-4890
    • Murthy, C.S.1    Raju, P.V.2    Badrinath, K.V.S.3
  • 22
    • 84876433605 scopus 로고    scopus 로고
    • Land-use and land-cover change detection in a semi-arid area of Niger using multi-temporal analysis of Landsat images
    • Nutini F., Boschetti M., Brivio P.A., Bocchi S., Antoninetti M. (2013) - Land-use and land-cover change detection in a semi-arid area of Niger using multi-temporal analysis of Landsat images. International Journal of Remote Sensing, 34 (13): 4769-4790. doi: http://dx.doi.org/10.1080/01431161.2013.781702.
    • (2013) International Journal of Remote Sensing , vol.34 , Issue.13 , pp. 4769-4790
    • Nutini, F.1    Boschetti, M.2    Brivio, P.A.3    Bocchi, S.4    Antoninetti, M.5
  • 23
    • 0019895242 scopus 로고
    • Crop identification using Landsat temporal-spectral profiles
    • Odenweller J.B., Johnson K.I. (1984) - Crop identification using Landsat temporal-spectral profiles. Remote Sensing of Environment, 14 (1): 39-54. doi: http://dx.doi.org/10.1016/0034-4257(84)90006-3.
    • (1984) Remote Sensing of Environment , vol.14 , Issue.1 , pp. 39-54
    • Odenweller, J.B.1    Johnson, K.I.2
  • 24
    • 84870344269 scopus 로고    scopus 로고
    • Evaluation of random forest method for agricultural crop classification
    • Ok A.O., Akar O., Gungor O. (2012) - Evaluation of random forest method for agricultural crop classification. European Journal of Remote Sensing, 45 (3): 421-432. doi: http://dx.doi.org/10.5721/EuJRS20124535.
    • (2012) European Journal of Remote Sensing , vol.45 , Issue.3 , pp. 421-432
    • Ok, A.O.1    Akar, O.2    Gungor, O.3
  • 25
    • 0030955905 scopus 로고    scopus 로고
    • Classification of croplands through integration of remote sensing, GIS, and historical database
    • Ortiz M.J., Formaggio A.R., Epiphanio J.C.N. (1997) - Classification of croplands through integration of remote sensing, GIS, and historical database. International Journal of Remote Sensing, 18 (1): 95-105. doi: http://dx.doi.org/10.1080/014311697219295.
    • (1997) International Journal of Remote Sensing , vol.18 , Issue.1 , pp. 95-105
    • Ortiz, M.J.1    Formaggio, A.R.2    Epiphanio, J.C.N.3
  • 26
    • 0032030026 scopus 로고    scopus 로고
    • Multisensor image fusion in remote sensing: Concepts, methods and applications
    • Pohl C., Van Genderen J.L. (1998) - Multisensor image fusion in remote sensing: concepts, methods and applications. International Journal of Remote Sensing, 19 (5): 823-854. doi: http://dx.doi.org/10.1080/014311698215748.
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.5 , pp. 823-854
    • Pohl, C.1    Van Genderen, J.L.2
  • 29
    • 29244454304 scopus 로고    scopus 로고
    • Atmospheric / Topographic Correction for Satellite Imagery
    • Wessling (D), Available online at
    • Richter R., Schläpfer D. (2011) - Atmospheric / Topographic Correction for Satellite Imagery. DLR report DLR-IB 565-02/11, Wessling (D), pp 202. Available online at: http://atcor.com/pdf/atcor3_manual.pdf.
    • (2011) DLR report DLR-IB 565-02/11 , pp. 202
    • Richter, R.1    Schläpfer, D.2
  • 30
    • 54949113936 scopus 로고    scopus 로고
    • Agricultural green and blue water consumption and its influence on the global water system
    • Rost S., Gerten D., Bondeau A., Lucht W., Rohwer J., Schaphoff S. (2008) - Agricultural green and blue water consumption and its influence on the global water system. Water Resources Research, 44 (9): W09405. doi: http://dx.doi.org/10.1029/2007WR006331.
    • (2008) Water Resources Research , vol.44 , Issue.9
    • Rost, S.1    Gerten, D.2    Bondeau, A.3    Lucht, W.4    Rohwer, J.5    Schaphoff, S.6
  • 31
    • 2342644217 scopus 로고    scopus 로고
    • Optimal classification methods for mapping agricultural tillage practices
    • South S., Qi J., Lusch D.P. (2004) - Optimal classification methods for mapping agricultural tillage practices. Remote Sensing of Environment, 91 (1): 90-97. doi: http://dx.doi.org/10.1016/j.rse.2004.03.001.
    • (2004) Remote Sensing of Environment , vol.91 , Issue.1 , pp. 90-97
    • South, S.1    Qi, J.2    Lusch, D.P.3
  • 32
    • 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. (2004) - Determining temporal windows for crop discrimination with remote sensing: a case study in south-eastern Australia. Computers and Electronics in Agriculture, 45 (1): 91-108. doi: http://dx.doi.org/10.1016/j.compag.2004.06.003.
    • (2004) Computers and Electronics in Agriculture , vol.45 , Issue.1 , pp. 91-108
    • Van Niel, T.G.1    McVicar, T.R.2
  • 34
    • 84945902495 scopus 로고    scopus 로고
    • In-season mapping of crop type with optical and X-band SAR data: A classification tree approach using synoptic seasonal features
    • Villa P., Stroppiana D., Fontanelli G., Azar R., Brivio P.A. (2015) - In-season mapping of crop type with optical and X-band SAR data: a classification tree approach using synoptic seasonal features. Remote Sensing, 7 (10): 12859-12886. doi: http://dx.doi.org/10.3390/rs71012859.
    • (2015) Remote Sensing , vol.7 , Issue.10 , pp. 12859-12886
    • Villa, P.1    Stroppiana, D.2    Fontanelli, G.3    Azar, R.4    Brivio, P.A.5
  • 35
    • 39749173163 scopus 로고    scopus 로고
    • Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the US Central Great Plains
    • Wardlow B.D., Egbert S.L. (2008) - Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the US Central Great Plains. Remote Sensing of Environment, 112 (3): 1096-1116. doi: http://dx.doi.org/10.1016/j.rse.2007.07.019.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 1096-1116
    • Wardlow, B.D.1    Egbert, S.L.2
  • 36
    • 70350027043 scopus 로고    scopus 로고
    • Estimating irrigation water requirements in Europe
    • Wriedt G., Van der Velde M., Aloe A., Bouraoui F. (2009) - Estimating irrigation water requirements in Europe. Journal of Hydrology, 373 (3): 527-544. doi: http://dx.doi.org/10.1016/j.jhydrol.2009.05.018.
    • (2009) Journal of Hydrology , vol.373 , Issue.3 , pp. 527-544
    • Wriedt, G.1    Van Der Velde, M.2    Aloe, A.3    Bouraoui, F.4
  • 37
    • 16344375302 scopus 로고    scopus 로고
    • Mapping paddy rice agriculture in southern China using multi-temporal MODIS images
    • Xiao X., Boles S., Liu J., Zhuang D., Frolking S., Li C., Salas L., Moore B. (2005) - Mapping paddy rice agriculture in southern China using multi-temporal MODIS images. Remote Sensing of Environment, 95 (4): 480-492. doi: http://dx.doi.org/10.1016/j.jhydrol.2009.05.018.
    • (2005) Remote Sensing of Environment , vol.95 , Issue.4 , pp. 480-492
    • Xiao, X.1    Boles, S.2    Liu, J.3    Zhuang, D.4    Frolking, S.5    Li, C.6    Salas, L.7    Moore, B.8
  • 38
    • 79551684301 scopus 로고    scopus 로고
    • Evaluating high resolution SPOT 5 satellite imagery for crop identification
    • Yang C., Everitt J.H., Murden D. (2011) - Evaluating high resolution SPOT 5 satellite imagery for crop identification. Computers and Electronics in Agriculture, 75 (2): 347-354. doi: http://dx.doi.org/10.1016/j.compag.2010.12.012.
    • (2011) Computers and Electronics in Agriculture , vol.75 , Issue.2 , pp. 347-354
    • Yang, C.1    Everitt, J.H.2    Murden, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.