메뉴 건너뛰기




Volumn 134, Issue , 2014, Pages 117-126

Automatic identification of agricultural terraces through object-oriented analysis of very high resolution DSMs and multispectral imagery obtained from an unmanned aerial vehicle

Author keywords

Agricultural terraces; Common agricultural policy; Digital surface model; Object oriented analysis; Unmanned aerial vehicles; Very high resolution imagery

Indexed keywords

AGRICULTURE; ANTENNAS; AUTOMATION; COMMERCIAL VEHICLES; ECOSYSTEMS; IMAGE ANALYSIS; MEAN SQUARE ERROR; REMOTE SENSING; UNMANNED AERIAL VEHICLES (UAV);

EID: 84892987748     PISSN: 03014797     EISSN: 10958630     Source Type: Journal    
DOI: 10.1016/j.jenvman.2014.01.006     Document Type: Article
Times cited : (112)

References (58)
  • 1
    • 84868602981 scopus 로고    scopus 로고
    • Traditional landscape and rural development: comparative study in three terraced areas in northern, central and southern Italy to evaluate the efficacy of GAEC standard 4.4 of cross compliance
    • Agnoletti M., Cargnello G., Gardin L., Santoro A., Bazzoffi P., Sansone L., Pezza L., Belfiore N. Traditional landscape and rural development: comparative study in three terraced areas in northern, central and southern Italy to evaluate the efficacy of GAEC standard 4.4 of cross compliance. Italian J. Agron. 2011, 6:121-139.
    • (2011) Italian J. Agron. , vol.6 , pp. 121-139
    • Agnoletti, M.1    Cargnello, G.2    Gardin, L.3    Santoro, A.4    Bazzoffi, P.5    Sansone, L.6    Pezza, L.7    Belfiore, N.8
  • 2
    • 73349141688 scopus 로고    scopus 로고
    • Automatic mapping of linear woody vegetation features in agricultural landscapes using very high resolution imagery
    • Aksoy S., Akçay H.G., Wassenaar T. Automatic mapping of linear woody vegetation features in agricultural landscapes using very high resolution imagery. IEEE Transact. Geosci. Remote Sens. 2010, 48:511-522.
    • (2010) IEEE Transact. Geosci. Remote Sens. , vol.48 , pp. 511-522
    • Aksoy, S.1    Akçay, H.G.2    Wassenaar, T.3
  • 9
    • 61349186319 scopus 로고    scopus 로고
    • Thermal and narrow-band multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle
    • Berni J.A.J., Zarco-Tejada P.J., Suarez L., Fereres E. Thermal and narrow-band multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle. IEEE Transact. Geosci. Remote Sens. 2009, 47(3):722-738.
    • (2009) IEEE Transact. Geosci. Remote Sens. , vol.47 , Issue.3 , pp. 722-738
    • Berni, J.A.J.1    Zarco-Tejada, P.J.2    Suarez, L.3    Fereres, E.4
  • 11
    • 0003756375 scopus 로고
    • MIT Press, Cambridge, Massachusetts, European Commission, 2004. The Common Agricultural Policy explained. Directorate General Agriculture and Rural Development. Publications Office of the European Union
    • Bishop Y.M.M., Fienberg S.E., Holland P.W. Discrete Multivariate Analysis: Theory and Practice 1975, 36. MIT Press, Cambridge, Massachusetts, European Commission, 2004. The Common Agricultural Policy explained. Directorate General Agriculture and Rural Development. Publications Office of the European Union.
    • (1975) Discrete Multivariate Analysis: Theory and Practice , pp. 36
    • Bishop, Y.M.M.1    Fienberg, S.E.2    Holland, P.W.3
  • 12
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • Blaschke T. Object based image analysis for remote sensing. ISPRS J. Photogr. Remote Sens. 2010, 65:2-16.
    • (2010) ISPRS J. Photogr. Remote Sens. , vol.65 , pp. 2-16
    • Blaschke, T.1
  • 13
    • 0142003038 scopus 로고    scopus 로고
    • Amulti-scale segmentation/object relationship modelling methodology for landscape analysis
    • Burnett C., Blaschke T. Amulti-scale segmentation/object relationship modelling methodology for landscape analysis. Ecol. Model. 2003, 168:233-249.
    • (2003) Ecol. Model. , vol.168 , pp. 233-249
    • Burnett, C.1    Blaschke, T.2
  • 15
    • 84875878018 scopus 로고    scopus 로고
    • Image objects and geographic objects
    • Springer-Verlag, Berlin, T.L. Blaschke, Stefan, G. Hay (Eds.) Object-based Image Analysis: Spatial Concepts for Knowledge-driven Remote Sensing Applications
    • Castilla G., Hay G.J. Image objects and geographic objects. Lecture Notes in Geoinformation and Cartography 2008, 91-110. Springer-Verlag, Berlin. T.L. Blaschke, Stefan, G. Hay (Eds.).
    • (2008) Lecture Notes in Geoinformation and Cartography , pp. 91-110
    • Castilla, G.1    Hay, G.J.2
  • 16
    • 78650153702 scopus 로고    scopus 로고
    • The use of LiDAR in applied interpretive landform mapping for natural resource management, Murray River alluvial plain, Australia
    • Clarke J.D.A., Gibson D., Apps H. The use of LiDAR in applied interpretive landform mapping for natural resource management, Murray River alluvial plain, Australia. Int. J. Remote Sens. 2010, 31:6275-6296.
    • (2010) Int. J. Remote Sens. , vol.31 , pp. 6275-6296
    • Clarke, J.D.A.1    Gibson, D.2    Apps, H.3
  • 17
    • 0026278621 scopus 로고
    • Areview of assessing the accuracy of classifications of remotely sensed data
    • Congalton R.G. Areview 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
  • 19
    • 34548318896 scopus 로고    scopus 로고
    • An automated method to extract fluvial terraces from digital elevation models: the Vesdre valley, a case study in eastern Belgium
    • Demoulin A., Bovy B., Rixhon G., Cornet Y. An automated method to extract fluvial terraces from digital elevation models: the Vesdre valley, a case study in eastern Belgium. Geomorphology 2007, 91:51-64.
    • (2007) Geomorphology , vol.91 , pp. 51-64
    • Demoulin, A.1    Bovy, B.2    Rixhon, G.3    Cornet, Y.4
  • 20
    • 33750482956 scopus 로고    scopus 로고
    • Automated classification of landform elements using object-based image analysis
    • Drǎguţ L., Blaschke T. Automated classification of landform elements using object-based image analysis. Geomorphology 2006, 81:330-344.
    • (2006) Geomorphology , vol.81 , pp. 330-344
    • Drǎguţ, L.1    Blaschke, T.2
  • 21
    • 77951189897 scopus 로고    scopus 로고
    • ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data
    • Drǎgut L., Tiede D., Levick S.R. ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data. Int. J. Geogr. Inf. Sci. 2010, 24:859-871.
    • (2010) Int. J. Geogr. Inf. Sci. , vol.24 , pp. 859-871
    • Drǎgut, L.1    Tiede, D.2    Levick, S.R.3
  • 22
    • 0038277381 scopus 로고    scopus 로고
    • Land use change effects on abandoned terraced soils in a Mediterranean catchment, NE Spain
    • Dunjó G., Pardini G., Gispert M. Land use change effects on abandoned terraced soils in a Mediterranean catchment, NE Spain. CATENA 2003, 52:23-37.
    • (2003) CATENA , vol.52 , pp. 23-37
    • Dunjó, G.1    Pardini, G.2    Gispert, M.3
  • 23
    • 84875502195 scopus 로고    scopus 로고
    • Directorate General Agriculture and Rural Development. Publications Office of the European Union
    • European Commission The Common Agricultural Policy a Partnership between Europe and Farmers 2012, 16. Directorate General Agriculture and Rural Development. Publications Office of the European Union.
    • (2012) The Common Agricultural Policy a Partnership between Europe and Farmers , pp. 16
  • 24
    • 85169598607 scopus 로고    scopus 로고
    • Available at:, (Last access 20/03/2012),European Commission
    • European Commission Guidelines for Best Practice and Quality Checking of Ortho Imagery 2012, Available at:, (Last access 20/03/2012). http://marswiki.jrc.ec.europa.eu/wikicap/index.php/.
    • (2012) Guidelines for Best Practice and Quality Checking of Ortho Imagery
  • 25
    • 0037314715 scopus 로고    scopus 로고
    • Erosion risk associated with rapid and extensive agricultural clearances on dispersive materials in southeast Spain
    • Faulkner H., Ruiz J., Zukowskyj P., Downward S. Erosion risk associated with rapid and extensive agricultural clearances on dispersive materials in southeast Spain. Environ. Sci. Policy 2003, 6:115-127.
    • (2003) Environ. Sci. Policy , vol.6 , pp. 115-127
    • Faulkner, H.1    Ruiz, J.2    Zukowskyj, P.3    Downward, S.4
  • 26
    • 0030953391 scopus 로고    scopus 로고
    • Areview of methods for the assessment of prediction errors in conservation presence/absence models
    • Fielding A.H., Bell J.F. Areview of methods for the assessment of prediction errors in conservation presence/absence models. Environ. Conserv. 1997, 24:38-49.
    • (1997) Environ. Conserv. , vol.24 , pp. 38-49
    • Fielding, A.H.1    Bell, J.F.2
  • 28
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody G.M. Status of land cover classification accuracy assessment. Remote Sens. Environ. 2002, 80:185-201.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 30
    • 84863494534 scopus 로고    scopus 로고
    • Mapping radiation interception in row-structured orchards using 3D simulation and high resolution airborne imagery acquired from a UAV
    • Guillén-Climent M.L., Zarco-Tejada P.J., Berni J.A.J., North P.R.J., Villalobos F.J. Mapping radiation interception in row-structured orchards using 3D simulation and high resolution airborne imagery acquired from a UAV. Precis. Agric. 2012, 13:473-500.
    • (2012) Precis. Agric. , vol.13 , pp. 473-500
    • Guillén-Climent, M.L.1    Zarco-Tejada, P.J.2    Berni, J.A.J.3    North, P.R.J.4    Villalobos, F.J.5
  • 31
    • 84880607534 scopus 로고    scopus 로고
    • Enhanced analysis of landscape structure: inclusion of transition zones and small-scale landscape elements
    • Hou W., Walz Enhanced analysis of landscape structure: inclusion of transition zones and small-scale landscape elements. Ecol. Indic. 2013, 31:15-24.
    • (2013) Ecol. Indic. , vol.31 , pp. 15-24
    • Hou, W.1    Walz2
  • 32
    • 82155168615 scopus 로고    scopus 로고
    • Quantifying the robustness of fuzzy rule sets in object-based image analysis
    • Hofmann P., Blaschke T., Strobl J. Quantifying the robustness of fuzzy rule sets in object-based image analysis. Int. J. Remote Sens. 2011, 32:7359-7381.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 7359-7381
    • Hofmann, P.1    Blaschke, T.2    Strobl, J.3
  • 33
    • 84865436534 scopus 로고    scopus 로고
    • Straightforward reconstruction of 3D surfaces and topography with a camera: accuracy and geoscience application
    • James M.R., Robson S. Straightforward reconstruction of 3D surfaces and topography with a camera: accuracy and geoscience application. J.Geophys. Res. Earth Surf. 2012, 117:F03017.
    • (2012) J.Geophys. Res. Earth Surf. , vol.117
    • James, M.R.1    Robson, S.2
  • 34
    • 58549106312 scopus 로고    scopus 로고
    • Fine scale mapping of agricultural landscape features to be used in environmental risk assessment in an olive cultivation area
    • Karydas C.G., Sekuloska T., Sarakiotis I. Fine scale mapping of agricultural landscape features to be used in environmental risk assessment in an olive cultivation area. IASME Trans. 2005, 4:582-589.
    • (2005) IASME Trans. , vol.4 , pp. 582-589
    • Karydas, C.G.1    Sekuloska, T.2    Sarakiotis, I.3
  • 35
    • 84923901843 scopus 로고    scopus 로고
    • Evaluation of selected methods for extracting digital terrain models from satellite born digital surface models in urban areas
    • Krauß T., Arefi H., Reinartz P. Evaluation of selected methods for extracting digital terrain models from satellite born digital surface models in urban areas. SMPR2011. Tehran, Iran 2011.
    • (2011) SMPR2011. Tehran, Iran
    • Krauß, T.1    Arefi, H.2    Reinartz, P.3
  • 37
    • 80052174449 scopus 로고    scopus 로고
    • Hierarchical object-based classification of ultra-high-resolution digital mapping camera (DMC) imagery for rangeland mapping and assessment
    • Laliberte A.S., Browning D.M., Herrick J.E., Gronemeyer P. Hierarchical object-based classification of ultra-high-resolution digital mapping camera (DMC) imagery for rangeland mapping and assessment. J.Spatial Sci. 2010, 55:101-115.
    • (2010) J.Spatial Sci. , vol.55 , pp. 101-115
    • Laliberte, A.S.1    Browning, D.M.2    Herrick, J.E.3    Gronemeyer, P.4
  • 38
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis J.R., Koch G.G. The measurement of observer agreement for categorical data. Biometrics 1977, 33:159-174.
    • (1977) Biometrics , vol.33 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 39
    • 84866437212 scopus 로고    scopus 로고
    • Sloping farmland identification using hierarchical classification in the Xi-He region of China
    • Li Y., Gong J., Wang D., An L., Li R. Sloping farmland identification using hierarchical classification in the Xi-He region of China. Int. J. Remote Sens. 2012, 34:545-562.
    • (2012) Int. J. Remote Sens. , vol.34 , pp. 545-562
    • Li, Y.1    Gong, J.2    Wang, D.3    An, L.4    Li, R.5
  • 40
    • 69349098839 scopus 로고    scopus 로고
    • Influence of the EU CAP on terrain morphology and vineyard cultivation in the Priorat region of NE Spain
    • Martínez-Casasnovas J.A., Ramos M.C., Cots-Folch R. Influence of the EU CAP on terrain morphology and vineyard cultivation in the Priorat region of NE Spain. Land Use Policy 2010, 27:11-21.
    • (2010) Land Use Policy , vol.27 , pp. 11-21
    • Martínez-Casasnovas, J.A.1    Ramos, M.C.2    Cots-Folch, R.3
  • 41
    • 0024901578 scopus 로고
    • Terrain shape index: quantifying effect of minor landforms on tree height
    • McNab W.H. Terrain shape index: quantifying effect of minor landforms on tree height. For. Sci. 1989, 35:91-104.
    • (1989) For. Sci. , vol.35 , pp. 91-104
    • McNab, W.H.1
  • 43
    • 77957289067 scopus 로고    scopus 로고
    • Assessing ecosystem services at different scales in the Portugal Millennium Ecosystem Assessment
    • Island Press, Washington, W.V. Reid, F. Berkes, T. Wilbanks, D. Capistrano (Eds.)
    • Pereira H.M., Domingos T., Vicente L. Assessing ecosystem services at different scales in the Portugal Millennium Ecosystem Assessment. Millennium Ecosystem Assessment, Bridging Scales and Epistemologies 2006, 59-79. Island Press, Washington. W.V. Reid, F. Berkes, T. Wilbanks, D. Capistrano (Eds.).
    • (2006) Millennium Ecosystem Assessment, Bridging Scales and Epistemologies , pp. 59-79
    • Pereira, H.M.1    Domingos, T.2    Vicente, L.3
  • 44
    • 84871674492 scopus 로고    scopus 로고
    • Multi-class classification of vegetation in natural environments using an unmanned aerial system
    • Australian Centre for Field Robotics, University of Sydney, NSW, 2006, Australia
    • Reid A., Ramos F., Sukkarieh S. Multi-class classification of vegetation in natural environments using an unmanned aerial system. Proceedings - IEEE International Conference on Robotics and Automation 2011, 2953-2959. Australian Centre for Field Robotics, University of Sydney, NSW, 2006, Australia.
    • (2011) Proceedings - IEEE International Conference on Robotics and Automation , pp. 2953-2959
    • Reid, A.1    Ramos, F.2    Sukkarieh, S.3
  • 46
    • 70449336666 scopus 로고    scopus 로고
    • Discriminating small wooded elements in rural landscape from aerial photography: a hybrid pixel/object-based analysis approach
    • Sheeren D., Bastin N., Ouin A., Ladet S., Balent G., Lacombe J.P. Discriminating small wooded elements in rural landscape from aerial photography: a hybrid pixel/object-based analysis approach. Int. J. Remote Sens. 2009, 30:4979-4990.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 4979-4990
    • Sheeren, D.1    Bastin, N.2    Ouin, A.3    Ladet, S.4    Balent, G.5    Lacombe, J.P.6
  • 48
    • 41949113438 scopus 로고    scopus 로고
    • GIS-based automated landform classification and topographic, land cover and geologic attributes of landforms around the Yazoren Polje, Turkey
    • Tagil S., Jenness J. GIS-based automated landform classification and topographic, land cover and geologic attributes of landforms around the Yazoren Polje, Turkey. J.Appl. Sci. 2008, 8:910-921.
    • (2008) J.Appl. Sci. , vol.8 , pp. 910-921
    • Tagil, S.1    Jenness, J.2
  • 49
    • 61449201327 scopus 로고    scopus 로고
    • Object-oriented classification of very high resolution airborne imagery for the extraction of hedgerows and field margin cover in agricultural areas
    • Tansey K., Chambers I., Anstee A., Denniss A., Lamb A. Object-oriented classification of very high resolution airborne imagery for the extraction of hedgerows and field margin cover in agricultural areas. Appl. Geogr. 2009, 29:145-157.
    • (2009) Appl. Geogr. , vol.29 , pp. 145-157
    • Tansey, K.1    Chambers, I.2    Anstee, A.3    Denniss, A.4    Lamb, A.5
  • 50
    • 84952518047 scopus 로고
    • Anote on sample size estimation for multinomial populations
    • Tortora R. Anote on sample size estimation for multinomial populations. Am. Stat. 1978, 32:100-102.
    • (1978) Am. Stat. , vol.32 , pp. 100-102
    • Tortora, R.1
  • 51
    • 84864977579 scopus 로고    scopus 로고
    • Development of a UAV-LiDAR system with application to forest inventory
    • Wallace L., Lucieer A., Watson C., Turner D. Development of a UAV-LiDAR system with application to forest inventory. Remote Sens. 2012, 4:1519-1543.
    • (2012) Remote Sens. , vol.4 , pp. 1519-1543
    • Wallace, L.1    Lucieer, A.2    Watson, C.3    Turner, D.4
  • 53
    • 80955164481 scopus 로고    scopus 로고
    • Use of high-resolution multispectral imagery acquired with an autonomous unmanned aerial vehicle to quantify the spread of an invasive wetlands species
    • Utah Water Research Laboratory, Utah State University, 8200 Old Main Hill, Logan, UT 84322-8200, United States
    • Zaman B., Jensen A.M., McKee M. Use of high-resolution multispectral imagery acquired with an autonomous unmanned aerial vehicle to quantify the spread of an invasive wetlands species. International Geoscience and Remote Sensing Symposium (IGARSS) 2011, 803-806. Utah Water Research Laboratory, Utah State University, 8200 Old Main Hill, Logan, UT 84322-8200, United States.
    • (2011) International Geoscience and Remote Sensing Symposium (IGARSS) , pp. 803-806
    • Zaman, B.1    Jensen, A.M.2    McKee, M.3
  • 56
    • 84855428733 scopus 로고    scopus 로고
    • Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera
    • Zarco-Tejada P.J., González-Dugo V., Berni J.A.J. Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera. Remote Sens. Environ. 2012, 117:322-337.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 322-337
    • Zarco-Tejada, P.J.1    González-Dugo, V.2    Berni, J.A.J.3
  • 57
    • 84875075969 scopus 로고    scopus 로고
    • Spatio-temporal patterns of chlorophyll fluorescence and physiological and structural indices acquired from hyperspectral imagery as compared with carbon fluxes measured with eddy covariance
    • Zarco-Tejada P.J., Morales A., Testi L., Villalobos F.J. Spatio-temporal patterns of chlorophyll fluorescence and physiological and structural indices acquired from hyperspectral imagery as compared with carbon fluxes measured with eddy covariance. Remote Sens. Environ. 2013, 133:102-115.
    • (2013) Remote Sens. Environ. , vol.133 , pp. 102-115
    • Zarco-Tejada, P.J.1    Morales, A.2    Testi, L.3    Villalobos, F.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.