메뉴 건너뛰기




Volumn 8, Issue 6, 2016, Pages

Object-based greenhouse mapping using very high resolution satellite data and Landsat 8 time series

Author keywords

Decision tree; Greenhouse mapping; Landsat 8; Moment Distance Index; Object based classification; Time series; WorldView 2

Indexed keywords

DECISION TREES; GREENHOUSES; REMOTE SENSING; TIME SERIES; TIME SERIES ANALYSIS; TREES (MATHEMATICS);

EID: 84974824301     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs8060513     Document Type: Article
Times cited : (77)

References (56)
  • 1
    • 33751567887 scopus 로고    scopus 로고
    • Detecting greenhouse changes from QB imagery on the Mediterranean Coast
    • Agüera, F.; Aguilar, M.A.; Aguilar, F.J. Detecting greenhouse changes from QB imagery on the Mediterranean Coast. Int. J. Remote Sens. 2006, 27, 4751-4767.
    • (2006) Int. J. Remote Sens , vol.27 , pp. 4751-4767
    • Agüera, F.1    Aguilar, M.A.2    Aguilar, F.J.3
  • 2
    • 34250889506 scopus 로고    scopus 로고
    • Remote sensing as a tool for monitoring plasticulture in agricultural landscapes
    • Levin, N.; Lugassi, R.; Ramon, U.; Braun, O.; Ben-Dor, E. Remote sensing as a tool for monitoring plasticulture in agricultural landscapes. Int. J. Remote Sens. 2007, 28, 183-202.
    • (2007) Int. J. Remote Sens , vol.28 , pp. 183-202
    • Levin, N.1    Lugassi, R.2    Ramon, U.3    Braun, O.4    Ben-Dor, E.5
  • 3
    • 55049090599 scopus 로고    scopus 로고
    • Using texture analysis to improve per-pixel classification of very high resolution images for mapping plastic greenhouses
    • Agüera, F.; Aguilar, F.J.; Aguilar, M.A. Using texture analysis to improve per-pixel classification of very high resolution images for mapping plastic greenhouses. ISPRS-J. Photogramm. Remote Sens. 2008, 63, 635-646.
    • (2008) ISPRS-J. Photogramm. Remote Sens , vol.63 , pp. 635-646
    • Agüera, F.1    Aguilar, F.J.2    Aguilar, M.A.3
  • 5
    • 84864996674 scopus 로고    scopus 로고
    • Mapping rural areas with widespread plastic covered vineyards using true color aerial data
    • Tarantino, E.; Figorito, B. Mapping rural areas with widespread plastic covered vineyards using true color aerial data. Remote Sens. 2012, 4, 1913-1928.
    • (2012) Remote Sens , vol.4 , pp. 1913-1928
    • Tarantino, E.1    Figorito, B.2
  • 6
    • 84901504090 scopus 로고    scopus 로고
    • Object-based greenhouse classification from GeoEye-1 and WorldView-2 stereo imagery
    • Aguilar, M.A.; Bianconi, F.; Aguilar, F.J.; Fernández, I. Object-based greenhouse classification from GeoEye-1 and WorldView-2 stereo imagery. Remote Sens. 2014, 6, 3554-3582.
    • (2014) Remote Sens , vol.6 , pp. 3554-3582
    • Aguilar, M.A.1    Bianconi, F.2    Aguilar, F.J.3    Fernández, I.4
  • 7
    • 79751527442 scopus 로고    scopus 로고
    • Analysis of plasticulture landscapes in southern Italy through remote sensing and solid modelling techniques
    • Picuno, P.; Tortora, A.; Capobianco, R.L. Analysis of plasticulture landscapes in southern Italy through remote sensing and solid modelling techniques. Landsc. Urban Plan. 2011, 100, 45-56.
    • (2011) Landsc. Urban Plan , vol.100 , pp. 45-56
    • Picuno, P.1    Tortora, A.2    Capobianco, R.L.3
  • 8
    • 84943654955 scopus 로고    scopus 로고
    • Combining ad hoc spectral indices based on LANDSAT-8 OLI/TIRS sensor data for the detection of plastic cover vineyard
    • Novelli, A.; Tarantino, E. Combining ad hoc spectral indices based on LANDSAT-8 OLI/TIRS sensor data for the detection of plastic cover vineyard. Remote Sens. Lett. 2015, 6, 933-941.
    • (2015) Remote Sens. Lett , vol.6 , pp. 933-941
    • Novelli, A.1    Tarantino, E.2
  • 10
    • 84886068191 scopus 로고    scopus 로고
    • Relationship between atmospheric correction and training site strategy with respect to accuracy of greenhouse detection process from very high resolution imagery
    • Carvajal, F.; Agüera, F.; Aguilar, F.J.; Aguilar, M.A. Relationship between atmospheric correction and training site strategy with respect to accuracy of greenhouse detection process from very high resolution imagery. Int. J. Remote Sens. 2010, 31, 2977-2994.
    • (2010) Int. J. Remote Sens , vol.31 , pp. 2977-2994
    • Carvajal, F.1    Agüera, F.2    Aguilar, F.J.3    Aguilar, M.A.4
  • 11
    • 84869100161 scopus 로고    scopus 로고
    • Improving per-pixel classification of crop-shelter coverage by texture analyses of high-resolution satellite panchromatic images
    • Arcidiacono, C.; Porto, S.M.C. Improving per-pixel classification of crop-shelter coverage by texture analyses of high-resolution satellite panchromatic images. J. Agric. Eng. 2011, 4, 9-16.
    • (2011) J. Agric. Eng , vol.4 , pp. 9-16
    • Arcidiacono, C.1    Porto, S.M.C.2
  • 12
    • 84870622926 scopus 로고    scopus 로고
    • Pixel-based classification of high-resolution satellite images for crop-shelter coverage recognition
    • Arcidiacono, C.; Porto, S.M.C. Pixel-based classification of high-resolution satellite images for crop-shelter coverage recognition. Acta Hortic. 2012, 937, 1003-1010.
    • (2012) Acta Hortic , vol.937 , pp. 1003-1010
    • Arcidiacono, C.1    Porto, S.M.C.2
  • 13
    • 84901494628 scopus 로고    scopus 로고
    • Evaluation of different classification techniques for the detection of glass and plastic greenhouses fromWorldView-2 satellite imagery
    • Koc-San, D. Evaluation of different classification techniques for the detection of glass and plastic greenhouses fromWorldView-2 satellite imagery. J. Appl. Remote Sens. 2013, 7.
    • (2013) J. Appl. Remote Sens , pp. 7
    • Koc-San, D.1
  • 15
    • 85007417745 scopus 로고    scopus 로고
    • Object-based classification approach for greenhouse mapping using Landsat-8 imagery
    • Wu, C.F.; Deng, J.S.; Wang, K.; Ma, L.G.; Tahmassebi, A.R.S. Object-based classification approach for greenhouse mapping using Landsat-8 imagery. Int. J. Agric. Biol. Eng. 2016, 9, 79-88.
    • (2016) Int. J. Agric. Biol. Eng , vol.9 , pp. 79-88
    • Wu, C.F.1    Deng, J.S.2    Wang, K.3    Ma, L.G.4    Tahmassebi, A.R.S.5
  • 16
    • 84971667903 scopus 로고    scopus 로고
    • Monitoring plastic-mulched farmland by Landsat-8 OLI imagery using spectral and textural features
    • Hasituya; Chen, Z.;Wang, L.;Wu, W.; Jiang, Z.; Li, H. Monitoring plastic-mulched farmland by Landsat-8 OLI imagery using spectral and textural features. Remote Sens. 2016, 8, 353.
    • (2016) Remote Sens , vol.8 , pp. 353
    • Hasituya, C.Z.1    Wang, L.2    Wu, W.3    Jiang, Z.4    Li, H.5
  • 17
    • 84921019399 scopus 로고    scopus 로고
    • A decision-tree classifier for extracting transparent plastic-mulched landcover from Landsat-5 TM images
    • Lu, L.; Di, L.; Ye, Y. A decision-tree classifier for extracting transparent plastic-mulched landcover from Landsat-5 TM images. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 2014, 7, 4548-4558.
    • (2014) IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens , vol.7 , pp. 4548-4558
    • Lu, L.1    Di, L.2    Ye, Y.3
  • 18
    • 84926166350 scopus 로고    scopus 로고
    • Threshold model for detecting transparent plastic-mulched landcover using Moderate-Resolution Imaging Spectroradiometer Time Series data: A case study in southern Xinjiang, China
    • Lu, L.; Hang, D.; Di, L. Threshold model for detecting transparent plastic-mulched landcover using Moderate-Resolution Imaging Spectroradiometer Time Series data: A case study in southern Xinjiang, China. J. Appl. Remote Sens. 2015, 9.
    • (2015) J. Appl. Remote Sens , pp. 9
    • Lu, L.1    Hang, D.2    Di, L.3
  • 19
    • 84933506460 scopus 로고    scopus 로고
    • Object-based greenhouse horticultural crop identification from multi-temporal satellite imagery: A case study in Almeria, Spain
    • Aguilar, M.A.; Vallario, A.; Aguilar, F.J.; García Lorca, A.; Parente, C. Object-based greenhouse horticultural crop identification from multi-temporal satellite imagery: A case study in Almeria, Spain. Remote Sens. 2015, 7, 7378-7401.
    • (2015) Remote Sens , vol.7 , pp. 7378-7401
    • Aguilar, M.A.1    Vallario, A.2    Aguilar, F.J.3    García Lorca, A.4    Parente, C.5
  • 20
    • 0001812168 scopus 로고    scopus 로고
    • Multiresolution segmentation"An optimization approach for high quality multi-scale image segmentation
    • Strobl, J., Blaschke, T., Griesebner, G., Eds.;Wichmann Verlag: Karlsruhe, Germany
    • Baatz, M.; Schäpe, M. Multiresolution segmentation"An optimization approach for high quality multi-scale image segmentation. In Angewandte Geographische Informations-Verarbeitung XII; Strobl, J., Blaschke, T., Griesebner, G., Eds.;Wichmann Verlag: Karlsruhe, Germany, 2010; pp. 12-23.
    • (2010) Angewandte Geographische Informations-Verarbeitung XII , pp. 12-23
    • Baatz, M.1    Schäpe, M.2
  • 21
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • Blaschke, T. Object based image analysis for remote sensing. ISPRS-J. Photogramm. Remote Sens. 2010, 65, 2-16.
    • (2010) ISPRS-J. Photogramm. Remote Sens , vol.65 , pp. 2-16
    • Blaschke, T.1
  • 24
    • 84920934323 scopus 로고    scopus 로고
    • A discrepancy measure for segmentation evaluation from the perspective of object recognition
    • Yang, J.; He, Y.; Caspersen, J.; Jones, T. A discrepancy measure for segmentation evaluation from the perspective of object recognition. ISPRS-J. Photogramm. Remote Sens. 2015, 101, 186-192.
    • (2015) ISPRS-J. Photogramm. Remote Sens , vol.101 , pp. 186-192
    • Yang, J.1    He, Y.2    Caspersen, J.3    Jones, T.4
  • 25
    • 33745001685 scopus 로고    scopus 로고
    • Radiometric correction of multi-temporal Landsat data for characterization of early successional forest patterns in Western Oregon
    • Schroeder, T.A.; Cohen, W.B.; Song, C.; Canty, M.J.; Yang, Z. Radiometric correction of multi-temporal Landsat data for characterization of early successional forest patterns in Western Oregon. Remote Sens. Environ. 2006, 103, 16-26.
    • (2006) Remote Sens. Environ , vol.103 , pp. 16-26
    • Schroeder, T.A.1    Cohen, W.B.2    Song, C.3    Canty, M.J.4    Yang, Z.5
  • 26
    • 39749119412 scopus 로고    scopus 로고
    • Automatic radiometric normalization of multitemporal satellite imagery with the iteratively re-weighted MAD transformation
    • Canty, M.J.; Nielsen, A.A. Automatic radiometric normalization of multitemporal satellite imagery with the iteratively re-weighted MAD transformation. Remote Sens. Environ. 2008, 112, 1025-1036.
    • (2008) Remote Sens. Environ , vol.112 , pp. 1025-1036
    • Canty, M.J.1    Nielsen, A.A.2
  • 27
    • 67349153033 scopus 로고    scopus 로고
    • Characterizing boreal forest wildfire with multi-temporal Landsat and LIDAR data
    • Wulder, M.A.; White, J.C.; Alvarez, F.; Han, T.; Rogan, J.; Hawkes, B. Characterizing boreal forest wildfire with multi-temporal Landsat and LIDAR data. Remote Sens. Environ. 2009, 113, 1540-1555.
    • (2009) Remote Sens. Environ , vol.113 , pp. 1540-1555
    • Wulder, M.A.1    White, J.C.2    Alvarez, F.3    Han, T.4    Rogan, J.5    Hawkes, B.6
  • 28
    • 84901856720 scopus 로고    scopus 로고
    • The Importance of physical quantities for the analysis of multitemporal and multiangular optical very high spatial resolution images
    • Pacifici, F.; Longbotham, N.; Emery, W.J. The Importance of physical quantities for the analysis of multitemporal and multiangular optical very high spatial resolution images. IEEE Trans. Geosci. Remote Sens. 2014, 52, 6241-6256.
    • (2014) IEEE Trans. Geosci. Remote Sens , vol.52 , pp. 6241-6256
    • Pacifici, F.1    Longbotham, N.2    Emery, W.J.3
  • 32
    • 84898889523 scopus 로고    scopus 로고
    • Monitoring powdery mildew of winter wheat by using moderate resolution multi-temporal satellite imagery
    • Zhang, J.; Pu, R.; Yuan, L.;Wang, J.; Huang, W.; Yang, G. Monitoring powdery mildew of winter wheat by using moderate resolution multi-temporal satellite imagery. PLoS ONE 2014, 9.
    • (2014) PLoS ONE , pp. 9
    • Zhang, J.1    Pu, R.2    Yuan, L.3    Wang, J.4    Huang, W.5    Yang, G.6
  • 33
    • 34748846843 scopus 로고    scopus 로고
    • Optimization in multi-scale segmentation of high resolution satellite images for artificial feature recognition
    • Tian, J.; Chen, D.M. Optimization in multi-scale segmentation of high resolution satellite images for artificial feature recognition. Int. J. Remote Sens. 2007, 28, 4625-4644.
    • (2007) Int. J. Remote Sens , vol.28 , pp. 4625-4644
    • Tian, J.1    Chen, D.M.2
  • 34
    • 84875665195 scopus 로고    scopus 로고
    • Trimble Germany GmbH: Munich, Germany
    • Trimble Germany GmbH. eCognition Developer 8.8 Reference Book; Trimble Germany GmbH: Munich, Germany, 2012.
    • (2012) eCognition Developer 8.8 Reference Book
  • 35
    • 84979511076 scopus 로고    scopus 로고
    • Parameter-based performance analysis of object-based image analysis using aerial and QuikBird-2 images
    • Kavzoglu, T.; Yildiz, M. Parameter-based performance analysis of object-based image analysis using aerial and QuikBird-2 images. ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci. 2014, II-7, 31-37.
    • (2014) ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci , vol.2 , Issue.7 , pp. 31-37
    • Kavzoglu, T.1    Yildiz, M.2
  • 36
    • 84896962668 scopus 로고    scopus 로고
    • Optimizing multi-resolution segmentation scale using empirical methods: exploring the sensitivity of the supervised discrepancy measure Euclidean distance 2 (ED2)
    • Witharana, C.; Civco, D.L. Optimizing multi-resolution segmentation scale using empirical methods: exploring the sensitivity of the supervised discrepancy measure Euclidean distance 2 (ED2). ISPRS-J. Photogramm. Remote Sens. 2014, 87, 108-121.
    • (2014) ISPRS-J. Photogramm. Remote Sens , vol.87 , pp. 108-121
    • Witharana, C.1    Civco, D.L.2
  • 37
    • 84874262045 scopus 로고    scopus 로고
    • Separability of maize and soybean in the spectral regions of chlorophyll and carotenoids using the moment distance index
    • Salas, E.A.L.; Henebry, G.M. Separability of maize and soybean in the spectral regions of chlorophyll and carotenoids using the moment distance index. Isr. J. Plant Sci. 2012, 60, 65-76.
    • (2012) Isr. J. Plant Sci , vol.60 , pp. 65-76
    • Salas, E.A.L.1    Henebry, G.M.2
  • 38
    • 84962486176 scopus 로고
    • Monitoring vegetation systems in the great plains with ERTS
    • NASA SP-351, Washington, DC, USA, 10-14 December
    • Rouse, J.W.; Haas, R.H.; Schell, J.A.; Deering, D.W. Monitoring vegetation systems in the great plains with ERTS. In Proceedings of the Third ERTS Symposium, NASA SP-351, Washington, DC, USA, 10-14 December 1973.
    • (1973) Proceedings of the Third ERTS Symposium
    • Rouse, J.W.1    Haas, R.H.2    Schell, J.A.3    Deering, D.W.4
  • 39
    • 84870532133 scopus 로고    scopus 로고
    • Using WorldView-2 bands and indices to predict bronze bug (Thaumastocoris peregrinus) damage in plantation forests
    • Oumar, Z.; Mutanga, O. Using WorldView-2 bands and indices to predict bronze bug (Thaumastocoris peregrinus) damage in plantation forests. Int. J. Remote Sens. 2013, 34, 2236-2249.
    • (2013) Int. J. Remote Sens , vol.34 , pp. 2236-2249
    • Oumar, Z.1    Mutanga, O.2
  • 41
    • 0030136491 scopus 로고    scopus 로고
    • The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features
    • McFeeters, S.K. The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features. Int. J. Remote Sens. 1996, 17, 1425-1432.
    • (1996) Int. J. Remote Sens , vol.17 , pp. 1425-1432
    • McFeeters, S.K.1
  • 42
    • 84865679185 scopus 로고    scopus 로고
    • UsingWorldView 2 Vis-NIR MSI imagery to support land mapping and feature extraction using normalized difference index ratios
    • Wolf, A. UsingWorldView 2 Vis-NIR MSI imagery to support land mapping and feature extraction using normalized difference index ratios. Proc. SPIE 2012.
    • (2012) Proc. SPIE
    • Wolf, A.1
  • 44
    • 84893419703 scopus 로고    scopus 로고
    • A new approach for the analysis of hyperspectral data: Theory and sensitivity analysis of the Moment Distance Method
    • Salas, E.A.L.; Henebry, G.M. A new approach for the analysis of hyperspectral data: Theory and sensitivity analysis of the Moment Distance Method. Remote Sens. 2014, 6, 20-41.
    • (2014) Remote Sens , vol.6 , pp. 20-41
    • Salas, E.A.L.1    Henebry, G.M.2
  • 45
    • 84957900257 scopus 로고    scopus 로고
    • Multispectral and texture feature application in image-object analysis of summer vegetation in Eastern Tajikistan Pamirs
    • Salas, E.A.L.; Boykin, K.G.; Valdez, R. Multispectral and texture feature application in image-object analysis of summer vegetation in Eastern Tajikistan Pamirs. Remote Sens. 2016, 8, 78.
    • (2016) Remote Sens , vol.8 , pp. 78
    • Salas, E.A.L.1    Boykin, K.G.2    Valdez, R.3
  • 47
    • 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.
    • (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
  • 48
    • 84861335868 scopus 로고    scopus 로고
    • Object based image analysis and data mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas
    • Vieira, M.A.; Formaggio, A.R.; Rennó, C.D.; Atzberger, C.; Aguiar, D.A.; Mello, M.P. Object based image analysis and data mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas. Remote Sens. Environ. 2012, 123, 553-562.
    • (2012) Remote Sens. Environ , vol.123 , pp. 553-562
    • Vieira, M.A.1    Formaggio, A.R.2    Rennó, C.D.3    Atzberger, C.4    Aguiar, D.A.5    Mello, M.P.6
  • 49
    • 30444439845 scopus 로고    scopus 로고
    • Effect of alternative splitting rules on image processing using classification tree analysis
    • Zambon, M.; Lawrence, R.; Bunn, A.; Powell, S. Effect of alternative splitting rules on image processing using classification tree analysis. Photogramm. Eng. Remote Sens. 2006, 72, 25-30.
    • (2006) Photogramm. Eng. Remote Sens , vol.72 , pp. 25-30
    • Zambon, M.1    Lawrence, R.2    Bunn, A.3    Powell, S.4
  • 51
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ. 1991, 37, 35-46.
    • (1991) Remote Sens. Environ , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 52
    • 33748179963 scopus 로고    scopus 로고
    • Estimating completion rates from small samples using binomial confidence intervals: Comparisons and recommendations
    • Orlando, FL, USA, 26-30 September
    • Sauro, J.; Lewis, J.R. Estimating completion rates from small samples using binomial confidence intervals: Comparisons and recommendations. In Proceedings of the Human Factors and Ergonomics Society 49th Annual Meeting, Orlando, FL, USA, 26-30 September 2005.
    • (2005) Proceedings of the Human Factors and Ergonomics Society 49th Annual Meeting
    • Sauro, J.1    Lewis, J.R.2
  • 53
    • 79955383550 scopus 로고    scopus 로고
    • Assessing object-based classification: Advantages and limitations
    • Liu, D.; Xia, F. Assessing object-based classification: Advantages and limitations. Remote Sens. Lett. 2010, 1, 187-194.
    • (2010) Remote Sens. Lett , vol.1 , pp. 187-194
    • Liu, D.1    Xia, F.2
  • 54
    • 84891136260 scopus 로고    scopus 로고
    • Automated parameterisation for multi-scale image segmentation on multiple layers
    • Dragut, L.; Csillik, O.; Eisank, C.; Tiede, D. Automated parameterisation for multi-scale image segmentation on multiple layers. ISPRS-J. Photogramm. Remote Sens. 2014, 88, 119-127.
    • (2014) ISPRS-J. Photogramm. Remote Sens , vol.88 , pp. 119-127
    • Dragut, L.1    Csillik, O.2    Eisank, C.3    Tiede, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.