메뉴 건너뛰기




Volumn 7, Issue 5, 2015, Pages 6107-6132

Towards detection of cutting in hay meadows by using of NDVI and EVI time series

Author keywords

Agricultural management; CART; Decision trees; Earth observation; Farmland management; Grasslands; Land use management; Rangelands

Indexed keywords

DECISION TREES; VEGETATION;

EID: 84930021369     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70506107     Document Type: Article
Times cited : (21)

References (48)
  • 2
    • 80052524599 scopus 로고    scopus 로고
    • Which habitats of European importance depend on agricultural practices?
    • Halada, L.; Evans, D.; Romao, C.; Petersen, J.E. Which habitats of European importance depend on agricultural practices?. Biodivers. Conserv. 2011, 20, 2365-2378.
    • (2011) Biodivers. Conserv , vol.20 , pp. 2365-2378
    • Halada, L.1    Evans, D.2    Romao, C.3    Petersen, J.E.4
  • 3
    • 84876983596 scopus 로고    scopus 로고
    • Drivers of grassland loss in Hungary during the post-socialist transformation (1987-1999)
    • Biro, M.; Czucz, B.; Horvath, F.; Revesz, A.; Csatari, B.; Molnar, Z. Drivers of grassland loss in Hungary during the post-socialist transformation (1987-1999). Landsc. Ecol. 2013, 28, 789-803.
    • (2013) Landsc. Ecol , vol.28 , pp. 789-803
    • Biro, M.1    Czucz, B.2    Horvath, F.3    Revesz, A.4    Csatari, B.5    Molnar, Z.6
  • 4
    • 84864298101 scopus 로고    scopus 로고
    • Semi-natural grasslands under impact of changing land use during last 30 years: Trollio-Cirsietum community in the Liptov region (N Slovakia)
    • Halada, L.; Ruzicková, H.; David, S.; Halabuk, A. Semi-natural grasslands under impact of changing land use during last 30 years: Trollio-Cirsietum community in the Liptov region (N Slovakia). Community Ecol. 2008, 9, 115-123.
    • (2008) Community Ecol , vol.9 , pp. 115-123
    • Halada, L.1    Ruzicková, H.2    David, S.3    Halabuk, A.4
  • 6
    • 84904606098 scopus 로고    scopus 로고
    • Drivers of change in mountain farming in Slovakia: From socialist collectivisation to the Common Agricultural Policy
    • Bezák, P.; Mitchley, J. Drivers of change in mountain farming in Slovakia: From socialist collectivisation to the Common Agricultural Policy. Reg. Environ. Chang. 2014, 14, 1343-1356.
    • (2014) Reg. Environ. Chang , vol.14 , pp. 1343-1356
    • Bezák, P.1    Mitchley, J.2
  • 7
    • 84859499659 scopus 로고    scopus 로고
    • Assessment of grassland use intensity by remote sensing to support conservation schemes
    • Franke, J.; Keuck, V.; Siegert, F. Assessment of grassland use intensity by remote sensing to support conservation schemes. J. Nat. Conserv. 2012, 20, 125-134.
    • (2012) J. Nat. Conserv , vol.20 , pp. 125-134
    • Franke, J.1    Keuck, V.2    Siegert, F.3
  • 8
    • 0343069791 scopus 로고    scopus 로고
    • Land cover characterization and change detection for environmental monitoring of pan-Europe
    • Mucher, C.A.; Steinnocher, K.T.; Kressler, F.P.; Heunks, C. Land cover characterization and change detection for environmental monitoring of pan-Europe. Int. J. Remote Sens. 2000, 21, 1159-1181.
    • (2000) Int. J. Remote Sens , vol.21 , pp. 1159-1181
    • Mucher, C.A.1    Steinnocher, K.T.2    Kressler, F.P.3    Heunks, C.4
  • 9
    • 84891944264 scopus 로고    scopus 로고
    • Agricultural land change in the Carpathian ecoregion after the breakdown of socialism and expansion of the European Union
    • Griffiths, P.; Mueller, D.; Kuemmerle, T.; Hostert, P. Agricultural land change in the Carpathian ecoregion after the breakdown of socialism and expansion of the European Union. Environ. Res. Lett. 2013, 8, 1-12.
    • (2013) Environ. Res. Lett , vol.8 , pp. 1-12
    • Griffiths, P.1    Mueller, D.2    Kuemmerle, T.3    Hostert, P.4
  • 10
    • 84897386677 scopus 로고    scopus 로고
    • Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland
    • Esch, T.; Metz, A.; Marconcini, M.; Keil, M. Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland. Int. J. Appl. Earth Obs. Geoinf. 2014, 28, 230-237.
    • (2014) Int. J. Appl. Earth Obs. Geoinf , vol.28 , pp. 230-237
    • Esch, T.1    Metz, A.2    Marconcini, M.3    Keil, M.4
  • 11
    • 0032776182 scopus 로고    scopus 로고
    • Pasture land cover in eastern Australia from NOAA-AVHRR NDVI and classified Landsat TM
    • Hill, M.J.; Vickery, P.J.; Furnival, E.P.; Donald, G.E. Pasture land cover in eastern Australia from NOAA-AVHRR NDVI and classified Landsat TM. Remote Sens. Environ. 1999, 67, 32-50.
    • (1999) Remote Sens. Environ , vol.67 , pp. 32-50
    • Hill, M.J.1    Vickery, P.J.2    Furnival, E.P.3    Donald, G.E.4
  • 12
    • 84880439267 scopus 로고    scopus 로고
    • Vegetation index suites as indicators of vegetation state in grassland and savanna: An analysis with simulated SENTINEL 2 data for a North American transect
    • Hill, M.J. Vegetation index suites as indicators of vegetation state in grassland and savanna: An analysis with simulated SENTINEL 2 data for a North American transect. Remote Sens. Environ. 2013, 137, 94-111.
    • (2013) Remote Sens. Environ , vol.137 , pp. 94-111
    • Hill, M.J.1
  • 13
    • 76149126749 scopus 로고    scopus 로고
    • Ground and satellite based assessment of rangeland management in sub-tropical Argentina
    • Kurtz, D.B.; Schellberg, J.; Braun, M. Ground and satellite based assessment of rangeland management in sub-tropical Argentina. Appl. Geogr. 2010, 30, 210-220.
    • (2010) Appl. Geogr , vol.30 , pp. 210-220
    • Kurtz, D.B.1    Schellberg, J.2    Braun, M.3
  • 14
    • 44149087846 scopus 로고    scopus 로고
    • Trend analysis of Landsat-TM and-ETM+ imagery to monitor grazing impact in a rangeland ecosystem in Northern Greece
    • Roeder, A.; Udelhoven, T.; Hill, J.; del Barrio, G.; Tsiourlis, G. Trend analysis of Landsat-TM and-ETM+ imagery to monitor grazing impact in a rangeland ecosystem in Northern Greece. Remote Sens. Environ. 2008, 112, 2863-2875.
    • (2008) Remote Sens. Environ , vol.112 , pp. 2863-2875
    • Roeder, A.1    Udelhoven, T.2    Hill, J.3    del Barrio, G.4    Tsiourlis, G.5
  • 15
    • 84863510477 scopus 로고    scopus 로고
    • The effect of Landsat ETM/ETM plus image acquisition dates on the detection of agricultural land abandonment in Eastern Europe
    • Prishchepov, A.V.; Radeloff, V.C.; Dubinin, M.; Alcantara, C. The effect of Landsat ETM/ETM plus image acquisition dates on the detection of agricultural land abandonment in Eastern Europe. Remote Sens. Environ. 2012, 126, 195-206.
    • (2012) Remote Sens. Environ , vol.126 , pp. 195-206
    • Prishchepov, A.V.1    Radeloff, V.C.2    Dubinin, M.3    Alcantara, C.4
  • 17
    • 84920663550 scopus 로고    scopus 로고
    • Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series
    • Nitze, I.; Barrett, B.; Cawkwell, F. Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series. Int. J. Appl. Earth Obs. Geoinf. 2015, 34, 136-146.
    • (2015) Int. J. Appl. Earth Obs. Geoinf , vol.34 , pp. 136-146
    • Nitze, I.1    Barrett, B.2    Cawkwell, F.3
  • 18
    • 34447324136 scopus 로고    scopus 로고
    • Rule-based classification of multi-temporal satellite imagery for habitat and agricultural land cover mapping
    • Lucas, R.; Rowlands, A.; Brown, A.; Keyworth, S.; Bunting, P. Rule-based classification of multi-temporal satellite imagery for habitat and agricultural land cover mapping. ISPRS J. Photogramm. Remote Sens. 2007, 62, 165-185.
    • (2007) ISPRS J. Photogramm. Remote Sens , vol.62 , pp. 165-185
    • Lucas, R.1    Rowlands, A.2    Brown, A.3    Keyworth, S.4    Bunting, P.5
  • 19
    • 84863063261 scopus 로고    scopus 로고
    • Classification management for grassland using MODIS data: a case study in the Gannan region, China
    • Cui, X.; Guo, Z.G.; Liang, T.G.; Shen, Y.Y.; Liu, X.Y.; Liu, Y. Classification management for grassland using MODIS data: a case study in the Gannan region, China. Int. J. Remote Sens. 2012, 33, 3156-3175.
    • (2012) Int. J. Remote Sens , vol.33 , pp. 3156-3175
    • Cui, X.1    Guo, Z.G.2    Liang, T.G.3    Shen, Y.Y.4    Liu, X.Y.5    Liu, Y.6
  • 20
    • 80052519359 scopus 로고    scopus 로고
    • Towards detecting swath events in TerraSAR-X time series to establish NATURA 2000 grassland habitat swath management as monitoring parameter
    • Schuster, C.; Ali, I.; Lohmann, P.; Frick, A.; Forster, M.; Kleinschmit, B. Towards detecting swath events in TerraSAR-X time series to establish NATURA 2000 grassland habitat swath management as monitoring parameter. Remote Sens. 2011, 3, 1308-1322.
    • (2011) Remote Sens , vol.3 , pp. 1308-1322
    • Schuster, C.1    Ali, I.2    Lohmann, P.3    Frick, A.4    Forster, M.5    Kleinschmit, B.6
  • 21
    • 84896266093 scopus 로고    scopus 로고
    • Towards a detection of grassland cutting practices with dual polarimetric TerraSAR-X data
    • Voormansik, K.; Jagdhuber, T.; Olesk, A.; Hajnsek, I.; Papathanassiou, K.P. Towards a detection of grassland cutting practices with dual polarimetric TerraSAR-X data. Int. J. Remote Sens. 2013, 34, 8081-8103.
    • (2013) Int. J. Remote Sens , vol.34 , pp. 8081-8103
    • Voormansik, K.1    Jagdhuber, T.2    Olesk, A.3    Hajnsek, I.4    Papathanassiou, K.P.5
  • 24
    • 77956050485 scopus 로고    scopus 로고
    • Sustainable management recommendations to reduce the loss of agricultural biodiversity in the mountain regions of NE Slovakia
    • Bezak, P.; Halada, L. Sustainable management recommendations to reduce the loss of agricultural biodiversity in the mountain regions of NE Slovakia. Mt. Res. Dev. 2010, 30, 192-204.
    • (2010) Mt. Res. Dev , vol.30 , pp. 192-204
    • Bezak, P.1    Halada, L.2
  • 27
    • 33750401870 scopus 로고    scopus 로고
    • The impact of gridding artifacts on the local spatial properties of MODIS data: Implications for validation, compositing, and band-to-band registration across resolutions
    • Tan, B.; Woodcock, C.E.; Hu, J.; Zhang, P.; Ozdogan, M.; Huang, D.; Yang, W.; Knyazikhin, Y.; Myneni, R.B. The impact of gridding artifacts on the local spatial properties of MODIS data: Implications for validation, compositing, and band-to-band registration across resolutions. Remote Sens. Environ. 2006, 105, 98-114.
    • (2006) Remote Sens. Environ , vol.105 , pp. 98-114
    • Tan, B.1    Woodcock, C.E.2    Hu, J.3    Zhang, P.4    Ozdogan, M.5    Huang, D.6    Yang, W.7    Knyazikhin, Y.8    Myneni, R.B.9
  • 30
    • 0035740632 scopus 로고    scopus 로고
    • Land-surface phenologies from AVHRR using the discrete Fourier transform
    • Moody, A.; Johnson, D.M. Land-surface phenologies from AVHRR using the discrete Fourier transform. Remote Sens. Environ. 2001, 75, 305-323.
    • (2001) Remote Sens. Environ , vol.75 , pp. 305-323
    • Moody, A.1    Johnson, D.M.2
  • 32
    • 0031465270 scopus 로고    scopus 로고
    • A Machine-learning approach to automated knowledge based building for remote sensing image analysis with GIS data
    • Huang, X.; Jensen, J.R. A Machine-learning approach to automated knowledge based building for remote sensing image analysis with GIS data. Photogramm. Eng. Remote Sens. 1997, 63, 1185-1194.
    • (1997) Photogramm. Eng. Remote Sens , vol.63 , pp. 1185-1194
    • Huang, X.1    Jensen, J.R.2
  • 33
    • 0029678894 scopus 로고    scopus 로고
    • Improved use of continuous attributes in C4.5
    • Quinlan J.R. Improved use of continuous attributes in C4.5. J. Artif. Intell. Res. 1996, 4, 77-90.
    • (1996) J. Artif. Intell. Res , vol.4 , pp. 77-90
    • Quinlan, J.R.1
  • 34
    • 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
  • 35
    • 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
  • 36
    • 3042661357 scopus 로고    scopus 로고
    • Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy
    • Foody, G.M. Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy. Photogramm. Eng. Remote Sens. 2004, 70, 627-633.
    • (2004) Photogramm. Eng. Remote Sens , vol.70 , pp. 627-633
    • Foody, G.M.1
  • 37
    • 84908004652 scopus 로고    scopus 로고
    • Evaluating an intra-annual time series for grassland classification-How many acquisitions and what seasonal origin are optimal?
    • Schmidt, T.; Schuster, C.; Kleinschmit, B.; Forster, M. Evaluating an intra-annual time series for grassland classification-How many acquisitions and what seasonal origin are optimal?. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2014, 7, 3428-3439.
    • (2014) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens , vol.7 , pp. 3428-3439
    • Schmidt, T.1    Schuster, C.2    Kleinschmit, B.3    Forster, M.4
  • 38
    • 0242667575 scopus 로고    scopus 로고
    • Grasslands discriminant analysis using Landsat TM single and multitemporal data
    • Guo, X.L.; Price, P.; Stiles, J. Grasslands discriminant analysis using Landsat TM single and multitemporal data. Photogramm. Eng. Remote Sens. 2003, 69, 1255-1262.
    • (2003) Photogramm. Eng. Remote Sens , vol.69 , pp. 1255-1262
    • Guo, X.L.1    Price, P.2    Stiles, J.3
  • 39
    • 46049117042 scopus 로고    scopus 로고
    • Linking vegetation heterogeneity and functional attributes of temperate grasslands through remote sensing
    • Aragon, R.; Oesterheld, M. Linking vegetation heterogeneity and functional attributes of temperate grasslands through remote sensing. Appl. Veg. Sci. 2008, 11, 117-130.
    • (2008) Appl. Veg. Sci , vol.11 , pp. 117-130
    • Aragon, R.1    Oesterheld, M.2
  • 40
    • 84857025487 scopus 로고    scopus 로고
    • Dynamics of mountain semi-natural grassland meadows inferred from SPOT-VEGETATION and field spectroradiometer data
    • Pocas, I.; Cunha, M.; Pereira, L.S. Dynamics of mountain semi-natural grassland meadows inferred from SPOT-VEGETATION and field spectroradiometer data. Int. J. Remote Sens. 2012, 33, 4334-4355.
    • (2012) Int. J. Remote Sens , vol.33 , pp. 4334-4355
    • Pocas, I.1    Cunha, M.2    Pereira, L.S.3
  • 41
    • 0032490531 scopus 로고    scopus 로고
    • Changes in agricultural land use in Estonia in the 1990s detected with multitemporal Landsat MSS imagery
    • Peterson, U.; Aunap, R. Changes in agricultural land use in Estonia in the 1990s detected with multitemporal Landsat MSS imagery. Landsc. Urban Plann. 1998, 41, 193-201.
    • (1998) Landsc. Urban Plann , vol.41 , pp. 193-201
    • Peterson, U.1    Aunap, R.2
  • 43
    • 0028978303 scopus 로고
    • Regional patterns of normalized difference vegetation index in North-American shrublands and grasslands
    • Paruelo, J.M.; Lauenroth, W.K. Regional patterns of normalized difference vegetation index in North-American shrublands and grasslands. Ecology 1995, 76, 1888-1898.
    • (1995) Ecology , vol.76 , pp. 1888-1898
    • Paruelo, J.M.1    Lauenroth, W.K.2
  • 45
    • 33745068788 scopus 로고    scopus 로고
    • Classifying rangeland vegetation type and coverage from NDVI time series using Fourier Filtered Cycle Similarity
    • Geerken, R.; Zaitchik, B.; Evans, J.P. Classifying rangeland vegetation type and coverage from NDVI time series using Fourier Filtered Cycle Similarity. Int. J. Remote Sens. 2005, 26, 5535-5554.
    • (2005) Int. J. Remote Sens , vol.26 , pp. 5535-5554
    • Geerken, R.1    Zaitchik, B.2    Evans, J.P.3
  • 46
    • 77958478647 scopus 로고    scopus 로고
    • Monitoring agricultural cropping patterns across the Laurentian Great Lakes Basin using MODIS-NDVI data.
    • Lunetta, R.S.; Shao, Y.; Ediriwickrema, J.; Lyon, J.G., Monitoring agricultural cropping patterns across the Laurentian Great Lakes Basin using MODIS-NDVI data. Int. J. Appl. Earth Obs. Geoinf. 2010, 12, 81-88.
    • (2010) Int. J. Appl. Earth Obs. Geoinf , vol.12 , pp. 81-88
    • Lunetta, R.S.1    Shao, Y.2    Ediriwickrema, J.3    Lyon, J.G.4
  • 47
    • 0036846393 scopus 로고    scopus 로고
    • Overview of the radiometric and biophysical performance of the MODIS vegetation indices
    • Huete, A.; Didan, K.; Miura, T.; Rodriguez, E.P.; Gao, X.; Ferreira, L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 2002, 83, 195-213.
    • (2002) Remote Sens. Environ , vol.83 , pp. 195-213
    • Huete, A.1    Didan, K.2    Miura, T.3    Rodriguez, E.P.4    Gao, X.5    Ferreira, L.G.6
  • 48
    • 77951228926 scopus 로고    scopus 로고
    • A comparison of MODIS 250-m EVI and NDVI data for crop mapping: A case study for southwest Kansas
    • Wardlow, B.D.; Egbert, S.L. A comparison of MODIS 250-m EVI and NDVI data for crop mapping: A case study for southwest Kansas. Int. J. Remote Sens. 2010, 31, 805-830.
    • (2010) Int. J. Remote Sens , vol.31 , pp. 805-830
    • Wardlow, B.D.1    Egbert, S.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.