메뉴 건너뛰기




Volumn 273, Issue , 2016, Pages 1-11

Identification of WorldView-2 spectral and spatial factors in detecting salt accumulation in cultivated fields

Author keywords

Decision tree analysis; Image texture; Regression; Remote sensing; Salinity; Vegetation indices

Indexed keywords

AGRICULTURAL ROBOTS; DECISION TREES; ELECTRIC CONDUCTIVITY MEASUREMENT; FORESTRY; IMAGE ANALYSIS; IMAGE RESOLUTION; IRRIGATION; REGRESSION ANALYSIS; REMOTE SENSING; SALINE WATER; SATELLITE IMAGERY; SMALL SATELLITES; SOIL SURVEYS; SPECTRAL RESOLUTION; TEXTURES; VEGETATION;

EID: 84962510624     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2016.02.028     Document Type: Article
Times cited : (30)

References (81)
  • 1
    • 84875924490 scopus 로고    scopus 로고
    • Characterizing soil salinity in irrigated agriculture using a remote sensing approach
    • Abbas A., Khan S., Hussain N., Hanjra M.a, Akbar S. Characterizing soil salinity in irrigated agriculture using a remote sensing approach. Phys. Chem. Earth 2013, 43-52. 10.1016/j.pce.2010.12.004.
    • (2013) Phys. Chem. Earth , pp. 43-52
    • Abbas, A.1    Khan, S.2    Hussain, N.3    Hanjra, M.4    Akbar, S.5
  • 2
    • 65449150993 scopus 로고    scopus 로고
    • Soil salinity mapping model developed using RS and GIS-a case study from Abu-Dhabi, United Arab Emirates
    • Abdelfattah M., Shahid S., Othman Y. Soil salinity mapping model developed using RS and GIS-a case study from Abu-Dhabi, United Arab Emirates. Eur. J. Sci. Res. 2009, 26:342-351.
    • (2009) Eur. J. Sci. Res. , vol.26 , pp. 342-351
    • Abdelfattah, M.1    Shahid, S.2    Othman, Y.3
  • 4
    • 80051664013 scopus 로고    scopus 로고
    • Assessing NDVI spatial pattern as related to irrigation and soil salinity management in Al-Hassa oasis, Saudi Arabia
    • Aldakheel Y.Y. Assessing NDVI spatial pattern as related to irrigation and soil salinity management in Al-Hassa oasis, Saudi Arabia. J. Indian Soc. Remote Sens. 2011, 39:171-180. 10.1007/s12524-010-0057-z.
    • (2011) J. Indian Soc. Remote Sens. , vol.39 , pp. 171-180
    • Aldakheel, Y.Y.1
  • 5
    • 40349095022 scopus 로고    scopus 로고
    • Detecting date palm trees health and vegetation greenness change on the eastern coast of the United Arab Emirates using SAVI
    • Alhammadi M.S., Glenn E.P. Detecting date palm trees health and vegetation greenness change on the eastern coast of the United Arab Emirates using SAVI. Int. J. Remote Sens. 2008, 29:1745-1765. 10.1080/01431160701395195.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 1745-1765
    • Alhammadi, M.S.1    Glenn, E.P.2
  • 7
    • 84898892499 scopus 로고    scopus 로고
    • Assessing soil salinity using soil salinity and vegetation indices derived from IKONOS high-spatial resolution imageries: applications in a date palm dominated region
    • Allbed A., Kumar L., Aldakheel Y.Y. Assessing soil salinity using soil salinity and vegetation indices derived from IKONOS high-spatial resolution imageries: applications in a date palm dominated region. Geoderma 2014, 230-231:1-8. 10.1016/j.geoderma.2014.03.025.
    • (2014) Geoderma , vol.230-231 , pp. 1-8
    • Allbed, A.1    Kumar, L.2    Aldakheel, Y.Y.3
  • 8
    • 0001371584 scopus 로고
    • Estimating absorbed photosynthetic radiation and leaf area index from spectral reflectance in wheat
    • Asrar G., Fuchs M., Kanemasu E., Hatfield J. Estimating absorbed photosynthetic radiation and leaf area index from spectral reflectance in wheat. Agron. J. 1984, 76:300-306.
    • (1984) Agron. J. , vol.76 , pp. 300-306
    • Asrar, G.1    Fuchs, M.2    Kanemasu, E.3    Hatfield, J.4
  • 12
    • 0027790217 scopus 로고
    • Soil background effects on reflectance-based crop coefficients for corn
    • Bausch W.C. Soil background effects on reflectance-based crop coefficients for corn. Remote Sens. Environ. 1993, 46:213-222. 10.1016/0034-4257(93)90096-G.
    • (1993) Remote Sens. Environ. , vol.46 , pp. 213-222
    • Bausch, W.C.1
  • 17
    • 84859960181 scopus 로고    scopus 로고
    • Remote sensing techniques for salt affected soil mapping: application to the Oran region of Algeria
    • Dehni A., Lounis M. Remote sensing techniques for salt affected soil mapping: application to the Oran region of Algeria. Procedia Eng. 2012, 33:188-198. 10.1016/j.proeng.2012.01.1193.
    • (2012) Procedia Eng. , vol.33 , pp. 188-198
    • Dehni, A.1    Lounis, M.2
  • 18
    • 0141905889 scopus 로고    scopus 로고
    • Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands
    • Dekker R.J. Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands. IEEE Trans. Geosci. Remote Sens. 2003, 41:1950-1958. 10.1109/TGRS.2003.814628.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 1950-1958
    • Dekker, R.J.1
  • 19
    • 85016417857 scopus 로고    scopus 로고
    • Combination of remote sensing and kriging to improve soil salinity mapping in the Hmadna plain (Algeria)
    • Douaoui A., El Ghadiri I. Combination of remote sensing and kriging to improve soil salinity mapping in the Hmadna plain (Algeria). Soil-Water J. 2015, 1-5.
    • (2015) Soil-Water J.
    • Douaoui, A.1    El Ghadiri, I.2
  • 20
    • 33745869447 scopus 로고    scopus 로고
    • Detecting salinity hazards within a semiarid context by means of combining soil and remote-sensing data
    • Douaoui A.E.K., Nicolas H., Walter C. Detecting salinity hazards within a semiarid context by means of combining soil and remote-sensing data. Geoderma 2006, 134:217-230. 10.1016/j.geoderma.2005.10.009.
    • (2006) Geoderma , vol.134 , pp. 217-230
    • Douaoui, A.E.K.1    Nicolas, H.2    Walter, C.3
  • 21
    • 0032552576 scopus 로고    scopus 로고
    • Delineation of salt-affected soils and waterlogged areas in the Indo-Gangetic plains using IRS-1C LISS-III data
    • Dwivedi R.S., Sreenivas K. Delineation of salt-affected soils and waterlogged areas in the Indo-Gangetic plains using IRS-1C LISS-III data. Int. J. Remote Sens. 1998, 19:2739-2751. 10.1080/014311698214488.
    • (1998) Int. J. Remote Sens. , vol.19 , pp. 2739-2751
    • Dwivedi, R.S.1    Sreenivas, K.2
  • 23
    • 84907418917 scopus 로고    scopus 로고
    • Estimating soil salinity from remote sensing data in corn fields
    • Eldiery A., Garcia L.a, Reich R.M. Estimating soil salinity from remote sensing data in corn fields. Hydrol. Days 2005, 31-42.
    • (2005) Hydrol. Days
    • Eldiery, A.1    Garcia, L.A.2    Reich, R.M.3
  • 24
    • 80051712007 scopus 로고    scopus 로고
    • Application of remote-sensing data and decision-tree analysis to mapping salt-affected soils over large areas
    • Elnaggar A.A., Noller J.S. Application of remote-sensing data and decision-tree analysis to mapping salt-affected soils over large areas. Remote Sens. 2010, 2:151-165. 10.3390/rs2010151.
    • (2010) Remote Sens. , vol.2 , pp. 151-165
    • Elnaggar, A.A.1    Noller, J.S.2
  • 25
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T. An introduction to ROC analysis. Pattern Recogn. Lett. 2006, 27:861-874. 10.1016/j.patrec.2005.10.010.
    • (2006) Pattern Recogn. Lett. , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 26
    • 33644622259 scopus 로고    scopus 로고
    • Mapping soil salinity using a combined spectral response index for bare soil and vegetation: a case study in the former lake Texcoco
    • Fernández-Buces N., Siebe C., Cram S., Palacio J.L. Mapping soil salinity using a combined spectral response index for bare soil and vegetation: a case study in the former lake Texcoco. Mexico. J. Arid Environ. 2006, 65:644-667. 10.1016/j.jaridenv.2005.08.005.
    • (2006) Mexico. J. Arid Environ. , vol.65 , pp. 644-667
    • Fernández-Buces, N.1    Siebe, C.2    Cram, S.3    Palacio, J.L.4
  • 28
    • 75149133641 scopus 로고    scopus 로고
    • Salinity monitoring in Western Australia using remotely sensed and other spatial data
    • Furby S., Caccetta P., Wallace J. Salinity monitoring in Western Australia using remotely sensed and other spatial data. J. Environ. Qual. 2010, 39:16-25. 10.2134/jeq2009.0036.
    • (2010) J. Environ. Qual. , vol.39 , pp. 16-25
    • Furby, S.1    Caccetta, P.2    Wallace, J.3
  • 29
    • 44649123583 scopus 로고    scopus 로고
    • Mapping of land degradation from space: a comparative study of Landsat ETM+ and ASTER data
    • Gao J., Liu Y. Mapping of land degradation from space: a comparative study of Landsat ETM+ and ASTER data. Int. J. Remote Sens. 2008, 29:4029-4043. 10.1080/01431160801891887.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 4029-4043
    • Gao, J.1    Liu, Y.2
  • 32
    • 83455256946 scopus 로고
    • Vaalharts Ontwateringsprojek
    • Department of Water Affairs, Pretoria, South Africa
    • Gombar O., Erasmus C. Vaalharts Ontwateringsprojek. Technical Report No. GH2897 1976, Department of Water Affairs, Pretoria, South Africa.
    • (1976) Technical Report No. GH2897
    • Gombar, O.1    Erasmus, C.2
  • 33
    • 3042563271 scopus 로고    scopus 로고
    • Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition
    • González-Audícana M., Saleta J.L., Catalán R.G., García R. Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition. IEEE Trans. Geosci. Remote Sens. 2004, 42:1291-1299. 10.1109/TGRS.2004.825593.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , pp. 1291-1299
    • González-Audícana, M.1    Saleta, J.L.2    Catalán, R.G.3    García, R.4
  • 35
    • 0018466704 scopus 로고
    • Statistical and structural approach to texture
    • Haralick R.M. Statistical and structural approach to texture. Proceeding of IEEE 1979, 67 No 5:786-804. 10.1109/PROC.1979.11328.
    • (1979) Proceeding of IEEE , pp. 786-804
    • Haralick, R.M.1
  • 37
    • 0025593033 scopus 로고
    • Some spectral considerations for remote sensing of soil salinity
    • Hick P.T., Russell W.G.R. Some spectral considerations for remote sensing of soil salinity. Aust. J. Soil Res. 1990, 28:417-431.
    • (1990) Aust. J. Soil Res. , vol.28 , pp. 417-431
    • Hick, P.T.1    Russell, W.G.R.2
  • 39
    • 0347416633 scopus 로고    scopus 로고
    • The use of remote sensing data to extract information from agricultural land with emphasis on soil salinity
    • Howari F.M. The use of remote sensing data to extract information from agricultural land with emphasis on soil salinity. Aust. J. Soil Res. 2003, 41:1243-1253. 10.1071/SR03033.
    • (2003) Aust. J. Soil Res. , vol.41 , pp. 1243-1253
    • Howari, F.M.1
  • 40
    • 0024165401 scopus 로고
    • A soil-adjusted vegetation index (SAVI)
    • Huete A. 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.1
  • 41
    • 80054923571 scopus 로고    scopus 로고
    • Detection of salt affected soil in rice-wheat area using satellite image
    • Iqbal F. Detection of salt affected soil in rice-wheat area using satellite image. African J. Agric. Res. 2011, 6:4973-4982. 10.5897/AJAR11.634.
    • (2011) African J. Agric. Res. , vol.6 , pp. 4973-4982
    • Iqbal, F.1
  • 42
    • 2142717477 scopus 로고
    • Terrain, groundwater and secondary salinity in Victoria, Australia
    • Jenkin J.J. Terrain, groundwater and secondary salinity in Victoria, Australia. Agric. Water Manag. 1981, 4:143-171.
    • (1981) Agric. Water Manag. , vol.4 , pp. 143-171
    • Jenkin, J.J.1
  • 43
    • 50849142217 scopus 로고    scopus 로고
    • Development of a two-band enhanced vegetation index without a blue band
    • Jiang Z., Huete A.R., Didan K., Miura T. Development of a two-band enhanced vegetation index without a blue band. Remote Sens. Environ. 2008, 112:3833-3845. 10.1016/j.rse.2008.06.006.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 3833-3845
    • Jiang, Z.1    Huete, A.R.2    Didan, K.3    Miura, T.4
  • 45
    • 22144476900 scopus 로고    scopus 로고
    • Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators
    • Khan N.M., Rastoskuev V.V., Sato Y., Shiozawa S. Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators. Agric. Water Manag. 2005, 77:96-109. 10.1016/j.agwat.2004.09.038.
    • (2005) Agric. Water Manag. , vol.77 , pp. 96-109
    • Khan, N.M.1    Rastoskuev, V.V.2    Sato, Y.3    Shiozawa, S.4
  • 47
    • 67349285098 scopus 로고    scopus 로고
    • Perspective on the development of stem borer resistance to Bt maize and refuge compliance at the Vaalharts irrigation scheme in South Africa
    • Kruger M., Van Rensburg J.B.J., Van den Berg J. Perspective on the development of stem borer resistance to Bt maize and refuge compliance at the Vaalharts irrigation scheme in South Africa. Crop. Prot. 2009, 28:684-689. 10.1016/j.cropro.2009.04.001.
    • (2009) Crop. Prot. , vol.28 , pp. 684-689
    • Kruger, M.1    Van Rensburg, J.B.J.2    Van den Berg, J.3
  • 48
    • 33846818667 scopus 로고    scopus 로고
    • Combining decision trees with hierarchical object-oriented image analysis for mapping arid rangelands
    • Laliberte A.S., Fredrickson E.L., Rango A. Combining decision trees with hierarchical object-oriented image analysis for mapping arid rangelands. Photogramm. Eng. Remote. Sens. 2007, 73:197-207.
    • (2007) Photogramm. Eng. Remote. Sens. , vol.73 , pp. 197-207
    • Laliberte, A.S.1    Fredrickson, E.L.2    Rango, A.3
  • 49
    • 0029666682 scopus 로고    scopus 로고
    • The status of agricultural lands in Egypt: the use of multitemporal NDVI features derived from landsat TM
    • Lenney M.P., Woodcock C.E., Collins J.B., Hamdi H. The status of agricultural lands in Egypt: the use of multitemporal NDVI features derived from landsat TM. Remote Sens. Environ. 1996, 56:8-20. 10.1016/0034-4257(95)00152-2.
    • (1996) Remote Sens. Environ. , vol.56 , pp. 8-20
    • Lenney, M.P.1    Woodcock, C.E.2    Collins, J.B.3    Hamdi, H.4
  • 58
    • 0037466426 scopus 로고    scopus 로고
    • Remote sensing of soil salinity: potentials and constraints
    • Metternicht G.I., Zinck J.A. Remote sensing of soil salinity: potentials and constraints. Remote Sens. Environ. 2003, 85:1-20. 10.1016/S0034-4257(02)00188-8.
    • (2003) Remote Sens. Environ. , vol.85 , pp. 1-20
    • Metternicht, G.I.1    Zinck, J.A.2
  • 59
    • 84942983933 scopus 로고    scopus 로고
    • Assessment of soil salinity in the Eastern Nile Delta (Egypt) using geoinformation techniques
    • Mohamed E.S., Morgun E.G., Goma Bothina S.M. Assessment of soil salinity in the Eastern Nile Delta (Egypt) using geoinformation techniques. Moscow Univ. Soil Sci. Bull. 2011, 66:11-14. 10.3103/S0147687411010030.
    • (2011) Moscow Univ. Soil Sci. Bull. , vol.66 , pp. 11-14
    • Mohamed, E.S.1    Morgun, E.G.2    Goma Bothina, S.M.3
  • 61
    • 84968712690 scopus 로고    scopus 로고
    • Effect of feature dimensionality on object-based land cover classification: a comparison of three classifiers
    • Myburgh G., Niekerk A. Van Effect of feature dimensionality on object-based land cover classification: a comparison of three classifiers. South African J. Geomatics 2013, 2:13-27.
    • (2013) South African J. Geomatics , vol.2 , pp. 13-27
    • Myburgh, G.1    Niekerk, A.V.2
  • 63
    • 42949083391 scopus 로고    scopus 로고
    • Comparison of nine fusion techniques for very high resolution data
    • Nikolakopoulos K.G. Comparison of nine fusion techniques for very high resolution data. Photogramm. Eng. Remote Sens. 2008, 74:647-659. 10.14358/PERS.74.5.647.
    • (2008) Photogramm. Eng. Remote Sens. , vol.74 , pp. 647-659
    • Nikolakopoulos, K.G.1
  • 64
    • 0342460562 scopus 로고    scopus 로고
    • Visible and near-infrared reflectance assessment of salinity effects on barley
    • Peñuelas J., Isla R., Filella I., Araus J.L. Visible and near-infrared reflectance assessment of salinity effects on barley. Crop Sci. 1997, 10.2135/cropsci1997.0011183X003700010033x.
    • (1997) Crop Sci.
    • Peñuelas, J.1    Isla, R.2    Filella, I.3    Araus, J.L.4
  • 67
    • 0001259758 scopus 로고
    • Overfitting avoidance as bias
    • Schaffer C. Overfitting avoidance as bias. Mach. Learn. 1993, 10:153-178. 10.1007/BF00993504.
    • (1993) Mach. Learn. , vol.10 , pp. 153-178
    • Schaffer, C.1
  • 69
    • 84880604930 scopus 로고    scopus 로고
    • Severity of salinity accurately detected and classified on a paddock scale with high resolution multispectral satellite imagery
    • Setia R., Lewis M., Marschner P., Raja Segaran R., Summers D., Chittleborough D. Severity of salinity accurately detected and classified on a paddock scale with high resolution multispectral satellite imagery. Land Degrad. Dev. 2013, 24:375-384. 10.1002/ldr.1134.
    • (2013) Land Degrad. Dev. , vol.24 , pp. 375-384
    • Setia, R.1    Lewis, M.2    Marschner, P.3    Raja Segaran, R.4    Summers, D.5    Chittleborough, D.6
  • 70
    • 84897870159 scopus 로고    scopus 로고
    • Estimating soil salinity in Pingluo County of China using QuickBird data and soil reflectance spectra
    • Sidike A., Zhao S., Wen Y. Estimating soil salinity in Pingluo County of China using QuickBird data and soil reflectance spectra. Int. J. Appl. Earth Obs. Geoinf. 2014, 26:156-175. 10.1016/j.jag.2013.06.002.
    • (2014) Int. J. Appl. Earth Obs. Geoinf. , vol.26 , pp. 156-175
    • Sidike, A.1    Zhao, S.2    Wen, Y.3
  • 72
    • 84865627818 scopus 로고    scopus 로고
    • Spatial prediction of soil salinity in the arid zones using ASTER data, case study: North of Ag ghala, Golestan Province, Iran
    • (Kuala Lumpur, Malaysia)
    • Tajgardan T., Shataee S., Ayoubi S. Spatial prediction of soil salinity in the arid zones using ASTER data, case study: North of Ag ghala, Golestan Province, Iran. 28th Asian Conference on Remote Sensing 2007, ACRS 2007 2007, 1712-1717. (Kuala Lumpur, Malaysia).
    • (2007) 28th Asian Conference on Remote Sensing 2007, ACRS 2007 , pp. 1712-1717
    • Tajgardan, T.1    Shataee, S.2    Ayoubi, S.3
  • 73
    • 34248391306 scopus 로고    scopus 로고
    • Hyperspectral reflectance response of freshwater macrophytes to salinity in a brackish subtropical marsh
    • Tilley D.R., Ahmed M., Son J.H., Badrinarayanan H. Hyperspectral reflectance response of freshwater macrophytes to salinity in a brackish subtropical marsh. J. Environ. Qual. 2007, 36:780-789. 10.2134/jeq2005.0327.
    • (2007) J. Environ. Qual. , vol.36 , pp. 780-789
    • Tilley, D.R.1    Ahmed, M.2    Son, J.H.3    Badrinarayanan, H.4
  • 74
    • 41749112467 scopus 로고    scopus 로고
    • Assessment of the effect of salinity on the early growth stage of the common sunflower (Sanay cultivar) using spectral discrimination techniques
    • Turhan H., Genc L., Smith S.E., Bostanci Y.B., Turkmen O.S. Assessment of the effect of salinity on the early growth stage of the common sunflower (Sanay cultivar) using spectral discrimination techniques. Afr. J. Biotechnol. 2008, 7:750-756.
    • (2008) Afr. J. Biotechnol. , vol.7 , pp. 750-756
    • Turhan, H.1    Genc, L.2    Smith, S.E.3    Bostanci, Y.B.4    Turkmen, O.S.5
  • 75
    • 84962517414 scopus 로고    scopus 로고
    • [WWW Document]. URL, (accessed 11.23.15)
    • USADA Soil salinity testing [WWW Document]. URL, (accessed 11.23.15). http://www.nrcs.usda.gov/wps/portal/nrcs/detail/mt/home/?cid=nrcs144p2_057679.
    • Soil salinity testing
  • 76
    • 0036895586 scopus 로고    scopus 로고
    • Biophysical properties and biomass production of elephant grass under saline conditions
    • Wang D., Poss J.A., Donovan T.J., Shannon M.C., Lesch S.M. Biophysical properties and biomass production of elephant grass under saline conditions. J. Arid Environ. 2002, 52:447-456. 10.1006/jare.2002.1016.
    • (2002) J. Arid Environ. , vol.52 , pp. 447-456
    • Wang, D.1    Poss, J.A.2    Donovan, T.J.3    Shannon, M.C.4    Lesch, S.M.5
  • 77
    • 0028668159 scopus 로고
    • Photographic and videographic observations for determining and mapping the response of cotton to soil salinity
    • Wiegand C., Rhoades J., Escobar D., Everitt J. Photographic and videographic observations for determining and mapping the response of cotton to soil salinity. Remote Sens. Environ. 1994, 49:212-223. 10.1016/0034-4257(94)90017-5.
    • (1994) Remote Sens. Environ. , vol.49 , pp. 212-223
    • Wiegand, C.1    Rhoades, J.2    Escobar, D.3    Everitt, J.4
  • 78
    • 56449123261 scopus 로고    scopus 로고
    • Remote sensing monitoring of changes in soil salinity: a case study in Inner Mongolia, China
    • Wu J., Vincent B., Yang J., Bouarfa S., Vidal A. Remote sensing monitoring of changes in soil salinity: a case study in Inner Mongolia, China. Sensors 2008, 8:7035-7049. 10.3390/s8117035.
    • (2008) Sensors , vol.8 , pp. 7035-7049
    • Wu, J.1    Vincent, B.2    Yang, J.3    Bouarfa, S.4    Vidal, A.5
  • 79
    • 33745615125 scopus 로고    scopus 로고
    • Objectbased detailed vegetation classification with airborne high spatial resolution remote sensing imagery
    • Yu Q., Gong P., Clinton N., Biging G., Kelly M., Schirokauer D. Objectbased detailed vegetation classification with airborne high spatial resolution remote sensing imagery. Photogramm. Eng. Remote Sensing 2006, 72:799-811. 10.14358/PERS.72.7.799.
    • (2006) Photogramm. Eng. Remote Sensing , vol.72 , pp. 799-811
    • Yu, Q.1    Gong, P.2    Clinton, N.3    Biging, G.4    Kelly, M.5    Schirokauer, D.6
  • 80
    • 79958159785 scopus 로고    scopus 로고
    • Using hyperspectral vegetation indices as a proxy to monitor soil salinity
    • Zhang T.T., Zeng S.L., Gao Y., Ouyang Z.T., Li B., Fang C.M., Zhao B. Using hyperspectral vegetation indices as a proxy to monitor soil salinity. Ecol. Indic. 2011, 11:1552-1562. 10.1016/j.ecolind.2011.03.025.
    • (2011) Ecol. Indic. , vol.11 , pp. 1552-1562
    • Zhang, T.T.1    Zeng, S.L.2    Gao, Y.3    Ouyang, Z.T.4    Li, B.5    Fang, C.M.6    Zhao, B.7
  • 81
    • 0036403165 scopus 로고    scopus 로고
    • A new automatic approach for effectively fusing Landsat 7 as well as IKONOS images
    • Zhang Y.Z.Y. A new automatic approach for effectively fusing Landsat 7 as well as IKONOS images. IEEE Int. Geosci. Remote Sens. Symp. 2002, 4:2429-2431. 10.1109/IGARSS.2002.1026567.
    • (2002) IEEE Int. Geosci. Remote Sens. Symp. , vol.4 , pp. 2429-2431
    • Zhang, Y.Z.Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.