메뉴 건너뛰기




Volumn 48, Issue , 2015, Pages 121-139

Remote sensing based multi-temporal land cover classification and change detection in northwestern ethiopia

Author keywords

Landsat Imagery; Net change; Persistence; Semi arid; Support vector machines (SVM); Swap change

Indexed keywords

AGRICULTURAL ROBOTS; ARID REGIONS; ECOLOGY; EXPANSION; FORESTRY; LAND USE; REMOTE SENSING; SATELLITE IMAGERY;

EID: 84934997816     PISSN: None     EISSN: 22797254     Source Type: Journal    
DOI: 10.5721/EuJRS20154808     Document Type: Article
Times cited : (46)

References (56)
  • 1
    • 78649730596 scopus 로고    scopus 로고
    • Land use and land cover change detection in the western Nile delta of Egypt using Remote Sensing data
    • Abd El-Kawy O.R., Rød J.K., Ismail H.A., Suliman A.S. (2011) Land use and land cover change detection in the western Nile delta of Egypt using Remote Sensing data. Applied Geography, 31: 483-494. doi: http://dx.doi.org/10.1016/j.apgeog.2010.10.012
    • (2011) Applied Geography , vol.31 , pp. 483-494
    • Abd El-Kawy, O.R.1    Rød, J.K.2    Ismail, H.A.3    Suliman, A.S.4
  • 2
    • 30444442279 scopus 로고    scopus 로고
    • Aridity and desertification: Exploring environmental hazards in Jachal, Argentina
    • Adamo S.B., Crews-Meyer K.A. (2006) Aridity and desertification: Exploring environmental hazards in Jachal, Argentina. Applied Geography, 26: 61-85. doi: http://dx.doi.org/10.1016/j.apgeog.2005.09.001.
    • (2006) Applied Geography , vol.26 , pp. 61-85
    • Adamo, S.B.1    Crews-Meyer, K.A.2
  • 3
    • 84868314074 scopus 로고    scopus 로고
    • Tree biomass and soil organic carbon densities across the Sudanese woodland savannah: A regional carbon sequestration study
    • Alam S.A., Starr M., Clark B.J.F. (2013) Tree biomass and soil organic carbon densities across the Sudanese woodland savannah: A regional carbon sequestration study. Journal of Arid Environment, 89: 67-76. doi: http://dx.doi.org/10.1016/j.jaridenv.2012.10.002
    • (2013) Journal of Arid Environment , vol.89 , pp. 67-76
    • Alam, S.A.1    Starr, M.2    Clark, B.3
  • 4
    • 32144441305 scopus 로고    scopus 로고
    • Random and systematic land-cover transitions in northern Ghana
    • Braimoh A.K. (2006) Random and systematic land-cover transitions in northern Ghana. Agriculture Ecosystem and Environment, 113: 254-263. doi: http://dx.doi.org/10.1016/j.agee.2005.10.019
    • (2006) Agriculture Ecosystem and Environment , vol.113 , pp. 254-263
    • Braimoh, A.K.1
  • 5
    • 84922010730 scopus 로고    scopus 로고
    • Measuring forest fragmentation using multitemporal remotely sensed data: Three decades of change
    • Carranza M.L., Frate L., Acosta A.T.R., Hoyos L, Ricotta C., Cabido M. (2014) Measuring forest fragmentation using multitemporal remotely sensed data: three decades of change in the dry Chaco. European Journal of Remote Sensing, 47: 793-804. doi: http://dx.doi.org/10.5721/EuJRS20144745.
    • (2014) European Journal of Remote Sensing , vol.47 , pp. 793-804
    • Carranza, M.L.1    Frate, L.2    Acosta, A.3    Hoyos, L.4    Ricotta, C.5    Cabido, M.6
  • 6
    • 63949083045 scopus 로고    scopus 로고
    • Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors
    • Chander G., Markham B.L., Helder D.L. (2009) Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote Sensing Environment, 113: 893-903. doi: http://dx.doi.org/10.1016/j.rse.2009.01.007
    • (2009) Remote Sensing Environment , vol.113 , pp. 893-903
    • Chander, G.1    Markham, B.L.2    Helder, D.L.3
  • 7
    • 0000667930 scopus 로고    scopus 로고
    • Training v-support vector classifiers: Theory and algorithms
    • Chang C.C., Lin C.J. (2001) Training v-support vector classifiers: Theory and algorithms. Neural Computation, 13: 2119-2147. doi: http://dx.doi.org/10.1162/089976601750399335
    • (2001) Neural Computation , vol.13 , pp. 2119-2147
    • Chang, C.C.1    Lin, C.J.2
  • 8
    • 0026278621 scopus 로고
    • A Review of assessing the accuracy of classifications of remotely sensed data
    • Congalton R. (1991) A Review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 37: 35-46. doi: http://dx.doi.org/10.1016/0034-4257(91)90048-B.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.1
  • 9
    • 84934911158 scopus 로고    scopus 로고
    • Addis Ababa, Ethiopia
    • Central Statistical Agency of Ethiopia (2014) National census report. Addis Ababa, Ethiopia
    • (2014) National Census Report
  • 10
    • 84868549391 scopus 로고    scopus 로고
    • Manage or convert Boswellia woodlands? Can frankincense production payoff?
    • Dejene T., Lemenih M., Bongers F. (2013) Manage or convert Boswellia woodlands? Can frankincense production payoff? Journal of Arid Environment, 89: 77-83. doi: http://dx.doi.org/10.1016/j.jaridenv.2012.09.010.
    • (2013) Journal of Arid Environment , vol.89 , pp. 77-83
    • Dejene, T.1    Lemenih, M.2    Bongers, F.3
  • 11
    • 79952451836 scopus 로고    scopus 로고
    • Diversity and production of Ethiopian dry woodlands explained by climate and soil stress gradients
    • Eshete A., Sterck F., Bongers F. (2011) Diversity and production of Ethiopian dry woodlands explained by climate and soil stress gradients. Forest Ecology and Management, 261: 1499-1509. doi: http://dx.doi.org/10.1016/j.foreco.2011.01.021.
    • (2011) Forest Ecology and Management , vol.261 , pp. 1499-1509
    • Eshete, A.1    Sterck, F.2    Bongers, F.3
  • 12
    • 17344371402 scopus 로고    scopus 로고
    • The socioeconomic importance and status of populations of Boswellia Papyrifera in Northern Ethiopia: The case of North Gonder Zone
    • Eshete A., Teketay D., Hulten H. (2005) The socioeconomic importance and status of populations of Boswellia Papyrifera in Northern Ethiopia: The case of North Gonder Zone. Forests, Trees, and Livelihoods, 15: 55-74. doi: http://dx.doi.org/10.1080/14728028.2005.9752507.
    • (2005) Forests, Trees, and Livelihoods , vol.15 , pp. 55-74
    • Eshete, A.1    Teketay, D.2    Hulten, H.3
  • 13
    • 84859027294 scopus 로고    scopus 로고
    • Land Cover classification and change-detection analysis using multi-temporal remote sensed imagery and landscape metrics
    • Fichera C.R., Modica G., Pollino M. (2012) Land Cover classification and change-detection analysis using multi-temporal remote sensed imagery and landscape metrics. European Journal of Remote Sensing, 45: 1-18. doi: http://dx.doi.org/10.5721/EuJRS20124501
    • (2012) European Journal of Remote Sensing , vol.45 , pp. 1-18
    • Fichera, C.R.1    Modica, G.2    Pollino, M.3
  • 14
    • 3042654673 scopus 로고    scopus 로고
    • A relative evaluation of multiclass image classification by support vector machines
    • Foody G.M., Mathur A. (2004) A relative evaluation of multiclass image classification by support vector machines. IEEE Transaction Geoscience and Remote Sensing, 42: 1335-1343. doi: http://dx.doi.org/10.1109/TGRS.2004.827257.
    • (2004) IEEE Transaction Geoscience and Remote Sensing , vol.42 , pp. 1335-1343
    • Foody, G.M.1    Mathur, A.2
  • 15
    • 1342267082 scopus 로고    scopus 로고
    • The characterization and measurement of land cover change through remote sensing: Problems in operational applications
    • Fuller R.M., Smith G.M., Devreux B.J. (2003) The characterization and measurement of land cover change through remote sensing: problems in operational applications. International Journal of Applied Earth Observation and Geoinformation, 4: 243-253. doi: http://dx.doi.org/10.1016/S0303-2434(03)00004-7.
    • (2003) International Journal of Applied Earth Observation and Geoinformation , vol.4 , pp. 243-253
    • Fuller, R.M.1    Smith, G.M.2    Devreux, B.J.3
  • 16
    • 77958504822 scopus 로고    scopus 로고
    • Determination of land degradation causes in Tongyu Count Northeast China via land cover change detection
    • Gao J., Liu Y. (2010) Determination of land degradation causes in Tongyu Count Northeast China via land cover change detection. International Journal of Applied Earth Observation and Geoinformation, 12: 9-16. doi: http://dx.doi.org/10.1016/j.jag.2009.08.003.
    • (2010) International Journal of Applied Earth Observation and Geoinformation , vol.12 , pp. 9-16
    • Gao, J.1    Liu, Y.2
  • 17
    • 70349777285 scopus 로고    scopus 로고
    • Land-use and land cover dynamics in the Central Rift Valley of Ethiopia
    • Garedew E., Sandewall M., Soderberg U., Campbell B.M. (2009) Land-use and land cover dynamics in the Central Rift Valley of Ethiopia. Environment Management, 44: 683-694. doi: http://dx.doi.org/10.1007/s00267-009-9355-z.
    • (2009) Environment Management , vol.44 , pp. 683-694
    • Garedew, E.1    Sandewall, M.2    Soderberg, U.3    Campbell, B.M.4
  • 18
    • 0030452644 scopus 로고    scopus 로고
    • Factors affecting environmental impacts: The effects of technology on long-term trends in cropland, air pollution and water related diseases
    • Goklany I.M. (1996) Factors affecting environmental impacts: the effects of technology on long-term trends in cropland, air pollution and water related diseases. Ambio, 25: 497-503
    • (1996) Ambio , vol.25 , pp. 497-503
    • Goklany, I.M.1
  • 19
    • 39649085841 scopus 로고    scopus 로고
    • Are long-term vegetation dynamics useful in monitoring and assessing desertification processes in the arid steppe, southern Tunisia
    • Hanafi A., Jauffret J. (2008) Are long-term vegetation dynamics useful in monitoring and assessing desertification processes in the arid steppe, southern Tunisia. Journal of Arid Environment, 72: 557-572. doi: http://dx.doi.org/10.1016/j.jaridenv.2007.07.003.
    • (2008) Journal of Arid Environment , vol.72 , pp. 557-572
    • Hanafi, A.1    Jauffret, J.2
  • 20
    • 33645304030 scopus 로고    scopus 로고
    • Land in sight? Achievements, deficits and potentials of continental to global scale land use modelling. Agriculture
    • Heistermann M., Müller C., Ronneberger K. (2006) Land in sight? Achievements, deficits and potentials of continental to global scale land use modelling. Agriculture, Ecosystem and Environment, 114: 141-158. doi: http://dx.doi.org/10.1016/j.agee.2005.11.015
    • (2006) Ecosystem and Environment , vol.114 , pp. 141-158
    • Heistermann, M.1    Müller, C.2    Ronneberger, K.3
  • 21
    • 0037138473 scopus 로고    scopus 로고
    • An assessment of support vector machines for land cover classification
    • Huang C., Davis L.S., Townshend J.R.G. (2002) An assessment of support vector machines for land cover classification. International Journal of Remote Sensing, 23: 725-749. doi: http://dx.doi.org/10.1080/01431160110040323.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 725-749
    • Huang, C.1    Davis, L.S.2    Townshend, J.3
  • 22
    • 39749188900 scopus 로고    scopus 로고
    • Use of a dark object concept and support vector machines to automate forest cover change analysis
    • Huang C., Song K., Kim S., Townshend J.R.G., Davis P, Masek J.G., Goward S.N. (2008) Use of a dark object concept and support vector machines to automate forest cover change analysis. Remote Sensing of Environment, 112: 970-985. doi: http://dx.doi.org/10.1016/j.rse.2007.07.023.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 970-985
    • Huang, C.1    Song, K.2    Kim, S.3    Townshend, J.4    Davis, P.5    Masek, J.G.6    Goward, S.N.7
  • 23
    • 37649011032 scopus 로고    scopus 로고
    • Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change
    • Solomon S., Qin D., Manning M., Chen Z., Marquis M., Averyt K.B., Tignor M., Miller H.L, United Kingdom and New York, NY, USA
    • IPCC (2007) Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Solomon S., Qin D., Manning M., Chen Z., Marquis M., Averyt K.B., Tignor M., Miller H.L. (Eds.), Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA
    • (2007) Cambridge University Press, Cambridge
  • 25
    • 0038024324 scopus 로고    scopus 로고
    • Impact of urbanization and land-use change on climate
    • Kalnay E., Cai M. (2003) Impact of urbanization and land-use change on climate. Nature, 423: 528-531. doi: http://dx.doi.org/10.1038/nature01675.
    • (2003) Nature , vol.423 , pp. 528-531
    • Kalnay, E.1    Cai, M.2
  • 26
    • 50049088094 scopus 로고    scopus 로고
    • Assessing land cover change and degradation in the Central Asian deserts using satellite image processing and geostatistical methods
    • Karnieli A., Gilad U., Ponzet M., Svoray T., Mirzadinov R., Fedorina O. (2008) Assessing land cover change and degradation in the Central Asian deserts using satellite image processing and geostatistical methods. Journal of Arid Environment, 72: 2093-2105. doi: http://dx.doi.org/10.1016/j.jaridenv.2008.07.009.
    • (2008) Journal of Arid Environment , vol.72 , pp. 2093-2105
    • Karnieli, A.1    Gilad, U.2    Ponzet, M.3    Svoray, T.4    Mirzadinov, R.5    Fedorina, O.6
  • 27
    • 84880337702 scopus 로고    scopus 로고
    • Land Use/Land Cover Change Analysis Using Object-Based Classification Approach in Munessa-Shashemene Landscape of the Ethiopian Highlands
    • Kindu M., Schneider T., Teketay D., Knoke T. (2013) Land Use/Land Cover Change Analysis Using Object-Based Classification Approach in Munessa-Shashemene Landscape of the Ethiopian Highlands. Remote Sensing, 5: 2411-2435. doi: http://dx.doi.org/10.3390/rs5052411.
    • (2013) Remote Sensing , vol.5 , pp. 2411-2435
    • Kindu, M.1    Schneider, T.2    Teketay, D.3    Knoke, T.4
  • 28
    • 0038197486 scopus 로고    scopus 로고
    • Dynamics of land use and land cover change in tropical regions
    • Lambin, E.F., Geist H.J., Lepers E. (2003) Dynamics of land use and land cover change in tropical regions. Annual Review Environmental Resource, 28: 205-241. doi: http://dx.doi.org/10.1146/annurev.energy.28.050302.105459
    • (2003) Annual Review Environmental Resource , vol.28 , pp. 205-241
    • Lambin, E.F.1    Geist, H.J.2    Lepers, E.3
  • 30
    • 34848910149 scopus 로고    scopus 로고
    • Constraints to smallholders production of frankincense in Metema district, North-western Ethiopia
    • Lemenih M., Feleke S., Tadesse W. (2007) Constraints to smallholders production of frankincense in Metema district, North-western Ethiopia. Journal of Arid Environments, 71: 393-403. doi: http://dx.doi.org/10.1016/j.jaridenv.2007.04.006.
    • (2007) Journal of Arid Environments , vol.71 , pp. 393-403
    • Lemenih, M.1    Feleke, S.2    Tadesse, W.3
  • 31
    • 84905383782 scopus 로고    scopus 로고
    • Resettlement and woodland management problems and options: A case study from northwestern Ethiopia
    • Lemenih M., Kassa H., Tesfahun G., Getnet D., Worku T. (2012) Resettlement and woodland management problems and options: a case study from northwestern Ethiopia. Land Degradation & Development, 25: 305-318. doi: http://dx.doi.org/10.1002/ldr.2136
    • (2012) Land Degradation &Amp; Development , vol.25 , pp. 305-318
    • Lemenih, M.1    Kassa, H.2    Tesfahun, G.3    Getnet, D.4    Worku, T.5
  • 33
    • 82155171347 scopus 로고    scopus 로고
    • Combining long term land cover time series and field observations for spatially explicit predictions on changes in tropical forest biodiversity
    • Lung T., Peters M.K., Farwig N., Böhning-Gaese K., Schaab G. (2012) Combining long term land cover time series and field observations for spatially explicit predictions on changes in tropical forest biodiversity. International Journal of Remote Sensing, 33: 13-40. doi: http://dx.doi.org/10.1080/01431161.2010.527867.
    • (2012) International Journal of Remote Sensing , vol.33 , pp. 13-40
    • Lung, T.1    Peters, M.K.2    Farwig, N.3    Böhning-Gaese, K.4    Schaab, G.5
  • 34
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with support vector machines
    • Melgani F., Bruzzone L (2004) Classification of hyperspectral remote sensing images with support vector machines. IEEE Transactions on Geoscience and Remote Sensing, 42: 1778-1790. doi: http://dx.doi.org/10.1109/TGRS.2004.831865.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 36
    • 0022220793 scopus 로고
    • Effect of drought on dust production in the Sahel
    • Middleton N.J. (1985) Effect of drought on dust production in the Sahel. Nature, 316: 431-434. doi: http://dx.doi.org/10.1038/316431a0.
    • (1985) Nature , vol.316 , pp. 431-434
    • Middleton, N.J.1
  • 37
    • 32544435923 scopus 로고    scopus 로고
    • Dynamics of land use/ cover changes and degradation of Nairobi City, Kenya
    • Mundia C.N., Aniya M. (2006) Dynamics of land use/ cover changes and degradation of Nairobi City, Kenya. Land Degradation and Development, 17: 97-108. doi: http://dx.doi.org/10.1002/ldr.702.
    • (2006) Land Degradation and Development , vol.17 , pp. 97-108
    • Mundia, C.N.1    Aniya, M.2
  • 38
    • 1642263452 scopus 로고    scopus 로고
    • Climate change meets habitat fragmentation: Linking landscape and biogeographical scale levels in research and conservation
    • Opdam P., Wascher D. (2004) Climate change meets habitat fragmentation: linking landscape and biogeographical scale levels in research and conservation. Biological Conservation, 117: 285-297. doi: http://dx.doi.org/10.1016/j.biocon.2003.12.008
    • (2004) Biological Conservation , vol.117 , pp. 285-297
    • Opdam, P.1    Wascher, D.2
  • 39
    • 0037103609 scopus 로고    scopus 로고
    • The influence of land-use change and landscape dynamics on the climate system: Relevance to climate-change policy beyond the radiative effect of greenhouse gases
    • Pielke R.A., Marland G., Betts R.A., Chase T.N., Eastman J.L., Niles J.O., Niyogi D., Running S.W. (2002) The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases. Philosophical Transactions of the Royal Society London, 360: 1-15. doi: http://dx.doi.org/10.1098/rsta.2002.1027.
    • (2002) Philosophical Transactions of the Royal Society London , vol.360 , pp. 1-15
    • Pielke, R.A.1    Marland, G.2    Betts, R.A.3    Chase, T.N.4    Eastman, J.L.5    Niles, J.O.6    Niyogi, D.7    Running, S.W.8
  • 40
    • 0028560704 scopus 로고
    • A simple radiometric correction model to improve automatic mapping of vegetation from multispectral satellite data
    • Pons X., Sole-Sugrañes Ll. (1994) A simple radiometric correction model to improve automatic mapping of vegetation from multispectral satellite data. Remote Sensing of Environment, 48: 191-204. doi: http://dx.doi.org/10.1016/0034-4257(94)90141-4
    • (1994) Remote Sensing of Environment , vol.48 , pp. 191-204
    • Pons, X.1    Ll, S.-S.2
  • 41
    • 1242344016 scopus 로고    scopus 로고
    • Detecting important categorical land changes while accounting for persistence. Agriculture
    • Pontius Jr. R.G., Shusas E., McEachern M. (2004) Detecting important categorical land changes while accounting for persistence. Agriculture, Ecosystem and Environment, 101: 251-268. doi: http://dx.doi.org/10.1016/j.agee.2003.09.008.
    • (2004) Ecosystem and Environment , vol.101 , pp. 251-268
    • Pontius, R.G.1    Shusas, E.2    McEachern, M.3
  • 42
    • 33646098652 scopus 로고    scopus 로고
    • Karnieli A
    • Qin Z., Li W., Burgheimer J., Karnieli A. (2006) Quantitative estimation of land cover structure in an arid region across the Israel-Egypt border using remote sensing data. Journal of Arid Environment, 66: 336-352. doi: http://dx.doi.org/10.1016/j.jaridenv.2005.11.003.
    • (2006) Journal of Arid Environment , vol.66 , pp. 336-352
    • Qin, Z.1    Li, W.2    Burgheimer, J.3
  • 43
    • 0034105005 scopus 로고    scopus 로고
    • Land use and land cover dynamics in response to changes in climate, biological and socio-political forces: The case of southwestern Ethiopia
    • Reid R.S., Kruska R.L., Muthui N., Taye A., Wotton S., Wilson, C.J., Mulatu W. (2000) Land use and land cover dynamics in response to changes in climate, biological and socio-political forces: the case of southwestern Ethiopia. Landscape Ecology, 15: 339-355. doi: http://dx.doi.org/10.1023/A:1008177712995.
    • (2000) Landscape Ecology , vol.15 , pp. 339-355
    • Reid, R.S.1    Kruska, R.L.2    Muthui, N.3    Taye, A.4    Wotton, S.5    Wilson, C.J.6    Mulatu, W.7
  • 44
    • 81355148837 scopus 로고    scopus 로고
    • Assessment of deforestation in the Lower Amazon floodplain using historical Landsat MSS/ TM imagery
    • Renó V.F., Novo E.M.L.M, Suemitsu C., Rennó C.D., Silva T.S.F. (2011) Assessment of deforestation in the Lower Amazon floodplain using historical Landsat MSS/ TM imagery. Remote Sensing of Environment, 115: 3446-3456. doi: http://dx.doi.org/10.1016/j.rse.2011.08.008.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 3446-3456
    • Renó, V.F.1    Novo, E.2    Suemitsu, C.3    Rennó, C.D.4    Silva, T.5
  • 45
    • 0024855524 scopus 로고
    • Digital change detection techniques using remotely sensed data
    • Singh A. (1989) Digital change detection techniques using remotely sensed data. International Journal of Remote Sensing, 10: 1003-1989. doi: http://dx.doi.org/10.1080/01431168908903939.
    • (1989) International Journal of Remote Sensing , vol.10 , pp. 1003-1989
    • Singh, A.1
  • 46
    • 0037240642 scopus 로고    scopus 로고
    • Northern Hemisphere photosynthetic trends 1982-99
    • Slayback D.A., Pinzon J.E., Los S.O., Tucker C.J. (2003) Northern Hemisphere photosynthetic trends 1982-99. Global Change Biology, 9: 1-15. doi: http://dx.doi.org/10.1046/j.1365-2486.2003.00507.x.
    • (2003) Global Change Biology , vol.9 , pp. 1-15
    • Slayback, D.A.1    Pinzon, J.E.2    Los, S.O.3    Tucker, C.J.4
  • 47
    • 33750018142 scopus 로고    scopus 로고
    • Downscaling of precipitation for climate change scenarios: A support vector machine approach
    • Tripathi S., Srinivas V.V., Nanjundiah R.S. (2006) Downscaling of precipitation for climate change scenarios: A support vector machine approach. Journal of Hydrology, 330: 621-640. doi: http://dx.doi.org/10.1016/j.jhydrol.2006.04.030.
    • (2006) Journal of Hydrology , vol.330 , pp. 621-640
    • Tripathi, S.1    Srinivas, V.V.2    Nanjundiah, R.S.3
  • 48
    • 77957358849 scopus 로고    scopus 로고
    • Land use/cover dynamics in Northern Afar rangelands, Ethiopia
    • Tsegaye T., Moe S.R, Vedeld P., Aynekulu E. (2010) Land use/cover dynamics in Northern Afar rangelands, Ethiopia. Agriculture Ecosystem and Environment, 139: 174-180. doi: http://dx.doi.org/10.1016/j.agee.2010.07.017.
    • (2010) Agriculture Ecosystem and Environment , vol.139 , pp. 174-180
    • Tsegaye, T.1    Moe, S.R.2    Vedeld, P.3    Aynekulu, E.4
  • 50
    • 78951491177 scopus 로고    scopus 로고
    • Satellite based long-term assessment of rangeland condition in semi-arid areas: An example from Botswana
    • Vanderpost C., Ringrose S., Matheson W., Arntzen J. (2011) Satellite based long-term assessment of rangeland condition in semi-arid areas: An example from Botswana. Journal of Arid Environment, 75: 383-389. doi: http://dx.doi.org/10.1016/j.jaridenv.2010.11.002.
    • (2011) Journal of Arid Environment , vol.75 , pp. 383-389
    • Vanderpost, C.1    Ringrose, S.2    Matheson, W.3    Arntzen, J.4
  • 51
    • 0028162284 scopus 로고
    • Beyond global warming: Ecology & global change
    • Vitousek P.M. (1994) Beyond global warming: ecology & global change. Ecology, 75: 1861-1876. doi: http://dx.doi.org/10.2307/1941591.
    • (1994) Ecology , vol.75 , pp. 1861-1876
    • Vitousek, P.M.1
  • 52
    • 70350569934 scopus 로고    scopus 로고
    • Monitoring the effects of land use and cover changes on net primary production: A case study in China’s Yongding River basin
    • Wang H., Li X., Long H., Gai Y., Wei D. (2009) Monitoring the effects of land use and cover changes on net primary production: A case study in China’s Yongding River basin. Forest Ecology and Management, 258: 2654-2665. doi: http://dx.doi.org/10.1016/j.foreco.2009.09.028.
    • (2009) Forest Ecology and Management , vol.258 , pp. 2654-2665
    • Wang, H.1    Li, X.2    Long, H.3    Gai, Y.4    Wei, D.5
  • 54
    • 0030461876 scopus 로고    scopus 로고
    • Urban growth management in Pearl river delta: An integrated remote sensing and GIS approach
    • Yeh A., Gar A., Xia L. (1996) Urban growth management in Pearl river delta: an integrated remote sensing and GIS approach. ITC Journal, 1: 77-78.
    • (1996) ITC Journal , vol.1 , pp. 77-78
    • Yeh, A.1    Gar, A.2    Xia, L.3
  • 55
    • 0032208731 scopus 로고    scopus 로고
    • NALC land cover change detection pilot study: Washington DC area experiments
    • Yuan C., Elvidge C. (1998) NALC land cover change detection pilot study: Washington DC area experiments. Remote Sensing of Environment, 66: 166-178. doi: http://dx.doi.org/10.1016/S0034-4257(98)00068-6.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 166-178
    • Yuan, C.1    Elvidge, C.2
  • 56
    • 25844497537 scopus 로고    scopus 로고
    • Land cover classification and change analysis of the Twin Cities (Minnesota) metropolitan area by multitemporal Landsat remote sensing
    • Yuan F., Sawaya K.E., Loeffelholz B., Bauer M.E. (2005) Land cover classification and change analysis of the Twin Cities (Minnesota) metropolitan area by multitemporal Landsat remote sensing. Remote Sensing of Environment, 98: 317-328. doi: http://dx.doi.org/10.1016/j.rse.2005.08.006
    • (2005) Remote Sensing of Environment , vol.98 , pp. 317-328
    • Yuan, F.1    Sawaya, K.E.2    Loeffelholz, B.3    Bauer, M.E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.