메뉴 건너뛰기




Volumn 41, Issue , 2013, Pages 36-45

Human population distribution modelling at regional level using very high resolution satellite imagery

Author keywords

Frequency distribution function; Gridded population distribution data; Kakamega Nandi forest area; Pycnophylactic interpolation; QuickBird satellite imagery

Indexed keywords

ALGORITHM; DEVELOPING WORLD; IMAGE ANALYSIS; POPULATION DISTRIBUTION; POPULATION MODELING; QUICKBIRD; RURAL POPULATION; SATELLITE IMAGERY; SETTLEMENT PATTERN;

EID: 84876742921     PISSN: 01436228     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apgeog.2013.03.002     Document Type: Article
Times cited : (47)

References (52)
  • 1
    • 57449107596 scopus 로고    scopus 로고
    • Human impact on flora and vegetation of Kakamega Forest, Kenya: Structure, distribution and disturbance of plant communities in an East African rainforest
    • PhD thesis, Germany: University of Koblenz-Landau, Koblenz, URL: (17.05.12).
    • Althof, A.J. (2005). Human impact on flora and vegetation of Kakamega Forest, Kenya: Structure, distribution and disturbance of plant communities in an East African rainforest. PhD thesis, Germany: University of Koblenz-Landau, Koblenz, URL: (17.05.12). http://kola.opus.hbz-nrw.de/volltexte/2005/22/pdf/Diss_Althof_2005.pdf.
    • (2005)
    • Althof, A.J.1
  • 2
    • 77956637110 scopus 로고    scopus 로고
    • Per-pixel and object-oriented classification methods for mapping urban features using Ikonos satellite data
    • Bhaskaran S., Paramananda S., Ramnarayan M. Per-pixel and object-oriented classification methods for mapping urban features using Ikonos satellite data. Applied Geography 2013, 30(4):650-665.
    • (2013) Applied Geography , vol.30 , Issue.4 , pp. 650-665
    • Bhaskaran, S.1    Paramananda, S.2    Ramnarayan, M.3
  • 3
    • 34147208759 scopus 로고    scopus 로고
    • Dasymetric modelling of small-area population distribution using land cover and light emissions data
    • Briggs D.J., Gulliver J., Fecht D., Vienneau D.M. Dasymetric modelling of small-area population distribution using land cover and light emissions data. Remote Sensing of Environment 2007, 108(4):451-466.
    • (2007) Remote Sensing of Environment , vol.108 , Issue.4 , pp. 451-466
    • Briggs, D.J.1    Gulliver, J.2    Fecht, D.3    Vienneau, D.M.4
  • 4
    • 0037050126 scopus 로고    scopus 로고
    • An approach to linking remotely sensed data and areal census data
    • Chen K. An approach to linking remotely sensed data and areal census data. International Journal of Remote Sensing 2002, 23(1):37-48.
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.1 , pp. 37-48
    • Chen, K.1
  • 5
    • 34147108957 scopus 로고    scopus 로고
    • CIESIN (Center for International Earth Science Information Network) Columbia University, Palisades, New York, URL, 17.05.12
    • CIESIN (Center for International Earth Science Information Network) Gridded population of the world. Version 3 (GPWv3) 2000, Columbia University, Palisades, New York, URL, 17.05.12. http://sedac.ciesin.columbia.edu/gpw.
    • (2000) Gridded population of the world. Version 3 (GPWv3)
  • 7
    • 84876739921 scopus 로고    scopus 로고
    • Extraction automatique d'habitations en milieu rural de PED à partir de données THRS
    • URL
    • Devaux N., Fotsing J.-M., Chéry J.-P. Extraction automatique d'habitations en milieu rural de PED à partir de données THRS. Cybergeo - European Journal of Geography 388 2007, URL. http://cybergeo.revues.org/12581.
    • (2007) Cybergeo - European Journal of Geography 388
    • Devaux, N.1    Fotsing, J.-M.2    Chéry, J.-P.3
  • 10
    • 0035299674 scopus 로고    scopus 로고
    • Dasymetric mapping and areal interpolation: implementation and evaluation
    • Eicher C.L., Brewer C.A. Dasymetric mapping and areal interpolation: implementation and evaluation. Cartography and Geographic Information Science 2001, 28(2):125-138.
    • (2001) Cartography and Geographic Information Science , vol.28 , Issue.2 , pp. 125-138
    • Eicher, C.L.1    Brewer, C.A.2
  • 12
    • 77954033828 scopus 로고    scopus 로고
    • Apopulation density grid of the European Union
    • Gallego F.J. Apopulation density grid of the European Union. Population and Environment 2010, 31(6):460-473.
    • (2010) Population and Environment , vol.31 , Issue.6 , pp. 460-473
    • Gallego, F.J.1
  • 16
    • 82255191666 scopus 로고    scopus 로고
    • Climate change and human health: spatial modeling of water availability, malnutrition, and livelihoods in Mali, Africa
    • Jankowska M.M., Lopez-Carr D., Funk C., Husak G.J., Chafe Z.A. Climate change and human health: spatial modeling of water availability, malnutrition, and livelihoods in Mali, Africa. Applied Geography 2012, 33:4-15.
    • (2012) Applied Geography , vol.33 , pp. 4-15
    • Jankowska, M.M.1    Lopez-Carr, D.2    Funk, C.3    Husak, G.J.4    Chafe, Z.A.5
  • 17
    • 84866728092 scopus 로고    scopus 로고
    • Land constraints in Kenya's densely populated rural areas: implications for food policy and institutional reform
    • Jayne T.S., Muyanga M. Land constraints in Kenya's densely populated rural areas: implications for food policy and institutional reform. Food Security 2012, 4(3):399-421.
    • (2012) Food Security , vol.4 , Issue.3 , pp. 399-421
    • Jayne, T.S.1    Muyanga, M.2
  • 18
    • 0037487145 scopus 로고    scopus 로고
    • Smallholder income and land distribution in Africa: implications for poverty reduction strategies
    • Jayne T.S., Yamano T., Weber M.T., Tschirley D., Benfica R., Chapoto A., et al. Smallholder income and land distribution in Africa: implications for poverty reduction strategies. Food Policy 2003, 28(3):253-275.
    • (2003) Food Policy , vol.28 , Issue.3 , pp. 253-275
    • Jayne, T.S.1    Yamano, T.2    Weber, M.T.3    Tschirley, D.4    Benfica, R.5    Chapoto, A.6
  • 19
    • 84876696542 scopus 로고    scopus 로고
    • Rural livelihood, land management and biodiversity - Community participation for biodiversity conservation - the case of Kakamega forest in western Kenya
    • PhD thesis, Dortmund, Germany: University of Dortmund, URL: (17.05.12).
    • Kenea, W. (2007). Rural livelihood, land management and biodiversity - Community participation for biodiversity conservation - the case of Kakamega forest in western Kenya. PhD thesis, Dortmund, Germany: University of Dortmund, URL: (17.05.12). https://eldorado.tu-dortmund.de/bitstream/2003/26623/1/thesis.pdf.
    • (2007)
    • Kenea, W.1
  • 21
    • 67650249209 scopus 로고    scopus 로고
    • Anew approach to building identification from very-high-spatial resolution images
    • Lhomme S., He D.-C., Weber C., Morin D. Anew approach to building identification from very-high-spatial resolution images. International Journal of Remote Sensing 2009, 30(5):1341-1354.
    • (2009) International Journal of Remote Sensing , vol.30 , Issue.5 , pp. 1341-1354
    • Lhomme, S.1    He, D.-C.2    Weber, C.3    Morin, D.4
  • 22
    • 33144486636 scopus 로고    scopus 로고
    • Using Landsat ETM+imagery to measure population density in Indianapolis, Indiana, USA
    • Li G.Y., Weng Q.H. Using Landsat ETM+imagery to measure population density in Indianapolis, Indiana, USA. Photogrammetric Engineering & Remote Sensing 2005, 71(8):947-958.
    • (2005) Photogrammetric Engineering & Remote Sensing , vol.71 , Issue.8 , pp. 947-958
    • Li, G.Y.1    Weng, Q.H.2
  • 27
    • 84876701842 scopus 로고    scopus 로고
    • Object-based remote sensing for modelling scenarios of rural livelihoods in the highly structured farmland surrounding Kakamega Forest, western Kenya
    • (to be defended in ) PhD thesis, Dresden, Germany: Dresden University of Technology.
    • Lübker, T. (to be defended in 2013). Object-based remote sensing for modelling scenarios of rural livelihoods in the highly structured farmland surrounding Kakamega Forest, western Kenya. PhD thesis, Dresden, Germany: Dresden University of Technology.
    • (2013)
    • Lübker, T.1
  • 30
    • 33751267487 scopus 로고    scopus 로고
    • Assessing fragmentation and disturbance of west Kenyan rainforests by means of remotely sensed time series data and landscape metrics
    • Lung T., Schaab G. Assessing fragmentation and disturbance of west Kenyan rainforests by means of remotely sensed time series data and landscape metrics. African Journal of Ecology 2006, 44(4):491-506.
    • (2006) African Journal of Ecology , vol.44 , Issue.4 , pp. 491-506
    • Lung, T.1    Schaab, G.2
  • 31
    • 74349092944 scopus 로고    scopus 로고
    • Acomparative assessment of land cover dynamics of three protected forest areas in tropical eastern Africa
    • Lung T., Schaab G. Acomparative assessment of land cover dynamics of three protected forest areas in tropical eastern Africa. Environmental Monitoring and Assessment 2010, 161(1-4):531-548.
    • (2010) Environmental Monitoring and Assessment , vol.161 , Issue.1-4 , pp. 531-548
    • Lung, T.1    Schaab, G.2
  • 32
    • 0038669210 scopus 로고    scopus 로고
    • Generating surface models of population using dasymetric mapping
    • Mennis J. Generating surface models of population using dasymetric mapping. Professional Geographer 2003, 55(1):31-42.
    • (2003) Professional Geographer , vol.55 , Issue.1 , pp. 31-42
    • Mennis, J.1
  • 34
    • 84876716178 scopus 로고    scopus 로고
    • Rainforest change analysis in Eastern Africa: A new multisourced, semi-quantitative approach to investigating more than 100 years of forest cover disturbance
    • PhD thesis, Bonn, Germany: University of Bonn, URL: (17.05.12).
    • Mitchell, N. (2011). Rainforest change analysis in Eastern Africa: A new multisourced, semi-quantitative approach to investigating more than 100 years of forest cover disturbance. PhD thesis, Bonn, Germany: University of Bonn, URL: (17.05.12). http://hss.ulb.uni-bonn.de/2011/2679/2679.pdf.
    • (2011)
    • Mitchell, N.1
  • 35
    • 70349786656 scopus 로고    scopus 로고
    • Kakamega Forest ecosystem: an introduction to the natural history and the human context
    • Karlsruhe University of Applied Sciences, Karlsruhe, Germany, N. Mitchell, G. Schaab, W. Wägele (Eds.)
    • Kakamega Forest ecosystem: an introduction to the natural history and the human context. Karlsruher Geowissenschaftliche Schriften 2009, A17. Karlsruhe University of Applied Sciences, Karlsruhe, Germany. N. Mitchell, G. Schaab, W. Wägele (Eds.).
    • (2009) Karlsruher Geowissenschaftliche Schriften , vol.A17
  • 36
    • 84876718401 scopus 로고    scopus 로고
    • Gridding census population numbers for the BIOTA East Africa study areas - Literature-based conceptualisation and GIS-based implementation
    • Unpublished Master thesis, Karlsruhe, Germany: Karlsruhe University of Applied Sciences.
    • Ngochoch, J. K. (2007). Gridding census population numbers for the BIOTA East Africa study areas - Literature-based conceptualisation and GIS-based implementation. Unpublished Master thesis, Karlsruhe, Germany: Karlsruhe University of Applied Sciences.
    • (2007)
    • Ngochoch, J.K.1
  • 39
    • 84866853826 scopus 로고    scopus 로고
    • The development of an areal interpolation ArcGIS extension and a comparative study
    • Qiu F., Zhang C., Zhou Y. The development of an areal interpolation ArcGIS extension and a comparative study. GIScience & Remote Sensing 2012, 49(5):644-663.
    • (2012) GIScience & Remote Sensing , vol.49 , Issue.5 , pp. 644-663
    • Qiu, F.1    Zhang, C.2    Zhou, Y.3
  • 40
    • 13844294324 scopus 로고    scopus 로고
    • Street-weighted interpolation techniques for demographic count estimation in incompatible zone systems
    • Reibel M., Bufalino M. Street-weighted interpolation techniques for demographic count estimation in incompatible zone systems. Environment and Planning A 2005, 37(1):127-139.
    • (2005) Environment and Planning A , vol.37 , Issue.1 , pp. 127-139
    • Reibel, M.1    Bufalino, M.2
  • 41
    • 0018734781 scopus 로고
    • On optimal and data-based histograms
    • Scott D.W. On optimal and data-based histograms. Biometrika 1979, 66:605-610.
    • (1979) Biometrika , vol.66 , pp. 605-610
    • Scott, D.W.1
  • 42
    • 84865805346 scopus 로고    scopus 로고
    • Developing REDD+policies and measures from the bottom-up for the buffer zones of Amazonian protected areas
    • Scriven J. Developing REDD+policies and measures from the bottom-up for the buffer zones of Amazonian protected areas. Environment, Development and Sustainability 2012, 14(5):745-765.
    • (2012) Environment, Development and Sustainability , vol.14 , Issue.5 , pp. 745-765
    • Scriven, J.1
  • 44
    • 0035841391 scopus 로고    scopus 로고
    • Census from heaven: an estimate of the global human population using night-time satellite imagery
    • Sutton P., Roberts D., Elvidge C., Baugh K. Census from heaven: an estimate of the global human population using night-time satellite imagery. International Journal of Remote Sensing 2001, 22(16):3061-3076.
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.16 , pp. 3061-3076
    • Sutton, P.1    Roberts, D.2    Elvidge, C.3    Baugh, K.4
  • 45
    • 79957961184 scopus 로고    scopus 로고
    • Population mapping of poor countries
    • Tatem A., Linard C. Population mapping of poor countries. Nature 2011, 474(7349):400-401.
    • (2011) Nature , vol.474 , Issue.7349 , pp. 400-401
    • Tatem, A.1    Linard, C.2
  • 46
    • 27644441957 scopus 로고    scopus 로고
    • Modeling population density using land cover data
    • Tian Y., Yue T., Zhu L., Clinton N. Modeling population density using land cover data. Ecological Modelling 2005, 189(1-2):72-88.
    • (2005) Ecological Modelling , vol.189 , Issue.1-2 , pp. 72-88
    • Tian, Y.1    Yue, T.2    Zhu, L.3    Clinton, N.4
  • 47
    • 0018659851 scopus 로고
    • Smooth pycnophylactic interpolation for geographic regions
    • Tobler W. Smooth pycnophylactic interpolation for geographic regions. Journal of the American Statistical Association 1979, 74(367):519-530.
    • (1979) Journal of the American Statistical Association , vol.74 , Issue.367 , pp. 519-530
    • Tobler, W.1
  • 48
    • 66149119398 scopus 로고    scopus 로고
    • Estimating denominators - satellite-based population estimates at a fine spatial resolution in a European urban area
    • Viel J.-F., Tran A. Estimating denominators - satellite-based population estimates at a fine spatial resolution in a European urban area. Epidemiology 2009, 20(2):214-222.
    • (2009) Epidemiology , vol.20 , Issue.2 , pp. 214-222
    • Viel, J.-F.1    Tran, A.2
  • 49
    • 47949088238 scopus 로고    scopus 로고
    • The biogeographical assignment of a west Kenyan rain forest remnant: further evidence from analysis of its reptile fauna
    • Wagner P., Köhler J., Schmitz A., Böhme W. The biogeographical assignment of a west Kenyan rain forest remnant: further evidence from analysis of its reptile fauna. Journal of Biogeography 2008, 35(8):1349-1361.
    • (2008) Journal of Biogeography , vol.35 , Issue.8 , pp. 1349-1361
    • Wagner, P.1    Köhler, J.2    Schmitz, A.3    Böhme, W.4
  • 50
    • 0013047730 scopus 로고    scopus 로고
    • Digital surface models for building extraction
    • Birkhäuser, Basel, A. Gruen, E.P. Baltsavias, O. Henricsson (Eds.)
    • Weidner U. Digital surface models for building extraction. Automatic extraction of man-made objects from aerial and space images (II) 1997, 193-202. Birkhäuser, Basel. A. Gruen, E.P. Baltsavias, O. Henricsson (Eds.).
    • (1997) Automatic extraction of man-made objects from aerial and space images (II) , pp. 193-202
    • Weidner, U.1
  • 52
    • 67650662446 scopus 로고    scopus 로고
    • Modelling the population density of China at the pixel level based on DMSP/OLS non-radiance-calibrated night-time light images
    • Zhuo L., Ichinose T., Zheng J., Chen J., Shi P.J., Li X. Modelling the population density of China at the pixel level based on DMSP/OLS non-radiance-calibrated night-time light images. International Journal of Remote Sensing 2009, 30(4):1003-1018.
    • (2009) International Journal of Remote Sensing , vol.30 , Issue.4 , pp. 1003-1018
    • Zhuo, L.1    Ichinose, T.2    Zheng, J.3    Chen, J.4    Shi, P.J.5    Li, X.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.