메뉴 건너뛰기




Volumn 134, Issue , 2013, Pages 266-275

Landsat-based approaches for mapping of land degradation prevalence and soil functional properties in Ethiopia

Author keywords

Agriculture; Ethiopia; Land degradation; Landsat; Mapping; PH; Soil erosion; Soil organic carbon

Indexed keywords

ETHIOPIA; LAND DEGRADATION; LANDSAT; SOIL EROSION; SOIL ORGANIC CARBON;

EID: 84876319401     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2013.03.006     Document Type: Article
Times cited : (75)

References (71)
  • 1
    • 0028808975 scopus 로고
    • Soil mapping of Bir-Tarfawi region (SW-Egypt) based on digital classification of Landsat-MSS-data
    • H.P. Blume, S.M. Berkowicz (Eds.) Arid ecosystems
    • Alaily F., Pohlmann J. Soil mapping of Bir-Tarfawi region (SW-Egypt) based on digital classification of Landsat-MSS-data. Catena; advances in geoecology 1995, 28:89-107. H.P. Blume, S.M. Berkowicz (Eds.).
    • (1995) Catena; advances in geoecology , vol.28 , pp. 89-107
    • Alaily, F.1    Pohlmann, J.2
  • 4
    • 0029500505 scopus 로고
    • Near infrared analysis (NIRA) as a rapid method to simultaneously evaluate several soil properties
    • Ben-Dor E., Banin A. Near infrared analysis (NIRA) as a rapid method to simultaneously evaluate several soil properties. Soil Science Society of America Journal 1995, 59:364-372.
    • (1995) Soil Science Society of America Journal , vol.59 , pp. 364-372
    • Ben-Dor, E.1    Banin, A.2
  • 6
    • 52049118708 scopus 로고    scopus 로고
    • Deforestation and land degradation in the Ethiopian highlands: A strategy for physical recovery
    • Bishaw B. Deforestation and land degradation in the Ethiopian highlands: A strategy for physical recovery. Northeast African Studies 2001, 8:7-25.
    • (2001) Northeast African Studies , vol.8 , pp. 7-25
    • Bishaw, B.1
  • 7
    • 0036136259 scopus 로고    scopus 로고
    • Land quality indicators of sustainable land management across scales
    • Bouma J. Land quality indicators of sustainable land management across scales. Agriculture, Ecosystems and Environment 2002, 88:129-136.
    • (2002) Agriculture, Ecosystems and Environment , vol.88 , pp. 129-136
    • Bouma, J.1
  • 8
  • 9
    • 0035042039 scopus 로고    scopus 로고
    • Near-Infrared Reflectance Spectroscopy-Principal components regression analyses of soil properties
    • Chang C., Laird D.A., Mausbach M.J., Hurburgh C.R. Near-Infrared Reflectance Spectroscopy-Principal components regression analyses of soil properties. Soil Science Society of America Journal 2001, 65:480-490.
    • (2001) Soil Science Society of America Journal , vol.65 , pp. 480-490
    • Chang, C.1    Laird, D.A.2    Mausbach, M.J.3    Hurburgh, C.R.4
  • 10
    • 0029659966 scopus 로고    scopus 로고
    • Image-based atmospheric corrections - Revisited and improved
    • Chavez P.S. Image-based atmospheric corrections - Revisited and improved. Photogrammetric Engineering and Remote Sensing 1996, 62:1025-1036.
    • (1996) Photogrammetric Engineering and Remote Sensing , vol.62 , pp. 1025-1036
    • Chavez, P.S.1
  • 11
    • 0002021420 scopus 로고
    • Vegetation and pastoral dynamics in the southern Ethiopian rangelands. Implications for theory and management
    • The Commonwealth Secretariat and the Overseas Development Institute, Woburn, United Kingdom, R. Behnke, I. Scoones, C. Kerven (Eds.) Range ecology at disequilibrium: New models of natural variability and pastoral adaptation in African savannas
    • Coppock D.L. Vegetation and pastoral dynamics in the southern Ethiopian rangelands. Implications for theory and management. Proceedings of a meeting held 19-21 November, 1990 1993, 42-61. The Commonwealth Secretariat and the Overseas Development Institute, Woburn, United Kingdom. R. Behnke, I. Scoones, C. Kerven (Eds.).
    • (1993) Proceedings of a meeting held 19-21 November, 1990 , pp. 42-61
    • Coppock, D.L.1
  • 13
    • 0037284476 scopus 로고    scopus 로고
    • An investigation of the physical and socioeconomic determinants of soil erosion in the Hararghe Highlands, Eastern Ethiopia
    • Daba S. An investigation of the physical and socioeconomic determinants of soil erosion in the Hararghe Highlands, Eastern Ethiopia. Land Degradation and Development 2003, 81:69-81.
    • (2003) Land Degradation and Development , vol.81 , pp. 69-81
    • Daba, S.1
  • 14
    • 33750459062 scopus 로고    scopus 로고
    • Runoff on slopes with restoring vegetation: A case study from the Tigray highlands, Ethiopia
    • Descheemaeker K., Nyssen J., Poesen J., Raes D., Haile M., Muys B., et al. Runoff on slopes with restoring vegetation: A case study from the Tigray highlands, Ethiopia. Journal of Hydrology 2006, 331:219-241.
    • (2006) Journal of Hydrology , vol.331 , pp. 219-241
    • Descheemaeker, K.1    Nyssen, J.2    Poesen, J.3    Raes, D.4    Haile, M.5    Muys, B.6
  • 15
    • 4744359076 scopus 로고    scopus 로고
    • Pastoralism under pressure: Tracking system change in Southern Ethiopia
    • Desta S., Coppock D.L. Pastoralism under pressure: Tracking system change in Southern Ethiopia. Human Ecology 2004, 32:465-486.
    • (2004) Human Ecology , vol.32 , pp. 465-486
    • Desta, S.1    Coppock, D.L.2
  • 16
    • 0141872561 scopus 로고    scopus 로고
    • Application of a spatial decision support system (SDSS) to reduce soil erosion in northern Ethiopia
    • Dragan M., Feoli E., Fernetti M., Zerihun W. Application of a spatial decision support system (SDSS) to reduce soil erosion in northern Ethiopia. Environmental Modelling & Software 2003, 18:861-868.
    • (2003) Environmental Modelling & Software , vol.18 , pp. 861-868
    • Dragan, M.1    Feoli, E.2    Fernetti, M.3    Zerihun, W.4
  • 17
    • 0003948802 scopus 로고    scopus 로고
    • Digital soil map of the world and derived soil properties (CD-ROM)
    • FAO
    • FAO Digital soil map of the world and derived soil properties (CD-ROM). Land and water digital media series no 1 1998.
    • (1998) Land and water digital media series no 1
  • 18
    • 7944220695 scopus 로고    scopus 로고
    • The soil and terrain database for northeastern Africa (CD-ROM)
    • FAO
    • FAO The soil and terrain database for northeastern Africa (CD-ROM). Land and water digital media series no 2 1998.
    • (1998) Land and water digital media series no 2
  • 19
    • 0030953391 scopus 로고
    • A review of methods for the assessment of prediction errors in conservation presence/absence models
    • Fielding A.H., Bell J.F. A review of methods for the assessment of prediction errors in conservation presence/absence models. Environmental Conservation 1977, 24:38-49.
    • (1977) Environmental Conservation , vol.24 , pp. 38-49
    • Fielding, A.H.1    Bell, J.F.2
  • 20
    • 0031665923 scopus 로고    scopus 로고
    • Ecological applications of near infrared reflectance spectroscopy - a tool for rapid, cost-effective prediction of the composition of plant and animal tissues and aspects of animal performance
    • Foley W.J., McIlwee A., Lawler I., Aragones L., Woolnough A.P., Berding N. Ecological applications of near infrared reflectance spectroscopy - a tool for rapid, cost-effective prediction of the composition of plant and animal tissues and aspects of animal performance. Oecologia 1998, 116:293-305.
    • (1998) Oecologia , vol.116 , pp. 293-305
    • Foley, W.J.1    McIlwee, A.2    Lawler, I.3    Aragones, L.4    Woolnough, A.P.5    Berding, N.6
  • 24
    • 48349147101 scopus 로고    scopus 로고
    • Soil organic carbon concentrations and stocks on Barro Colorado Island - Digital soil mapping using Random Forests analysis
    • Grimm R., Behrens T., Märker M., Elsenbeer H. Soil organic carbon concentrations and stocks on Barro Colorado Island - Digital soil mapping using Random Forests analysis. Geoderma 2008, 146:102-113.
    • (2008) Geoderma , vol.146 , pp. 102-113
    • Grimm, R.1    Behrens, T.2    Märker, M.3    Elsenbeer, H.4
  • 27
    • 0034476912 scopus 로고    scopus 로고
    • Mapping complex patterns of erosion and stability in dry Mediterranean ecosystems
    • Hill J., Schütt B. Mapping complex patterns of erosion and stability in dry Mediterranean ecosystems. Remote Sensing of Environment 2000, 74:557-569.
    • (2000) Remote Sensing of Environment , vol.74 , pp. 557-569
    • Hill, J.1    Schütt, B.2
  • 28
    • 0024226085 scopus 로고
    • Degradation and conservation of the resources in the Ethiopian highlands
    • Hurni H. Degradation and conservation of the resources in the Ethiopian highlands. Mountain Research and Development 1988, 8:123-130.
    • (1988) Mountain Research and Development , vol.8 , pp. 123-130
    • Hurni, H.1
  • 29
    • 0027388463 scopus 로고
    • Land degradation, famine, and land resource scenarios in Ethiopia
    • CAB International, D. Pimentel (Ed.)
    • Hurni H. Land degradation, famine, and land resource scenarios in Ethiopia. World soil erosion and conservation 1993, 27-61. CAB International. D. Pimentel (Ed.).
    • (1993) World soil erosion and conservation , pp. 27-61
    • Hurni, H.1
  • 30
  • 32
    • 70349574851 scopus 로고    scopus 로고
    • Mapping soil drainage classes of Amik Plain using Landsat images
    • Kilic S. Mapping soil drainage classes of Amik Plain using Landsat images. African Journal of Agricultural Research 2009, 4:847-851.
    • (2009) African Journal of Agricultural Research , vol.4 , pp. 847-851
    • Kilic, S.1
  • 38
    • 84888846153 scopus 로고
    • Spotting erosion from space
    • Monastersky R. Spotting erosion from space. Science News 1989, 136:61.
    • (1989) Science News , vol.136 , pp. 61
    • Monastersky, R.1
  • 40
    • 42949117489 scopus 로고    scopus 로고
    • Dynamics of soil erosion rates and controlling factors in the Northern Ethiopian Highlands - towards a sediment budget
    • Nyssen J., Poesen J., Moeyersons J., Haile M., Deckers J. Dynamics of soil erosion rates and controlling factors in the Northern Ethiopian Highlands - towards a sediment budget. Earth 2008, 711:695-711.
    • (2008) Earth , vol.711 , pp. 695-711
    • Nyssen, J.1    Poesen, J.2    Moeyersons, J.3    Haile, M.4    Deckers, J.5
  • 41
    • 18044386609 scopus 로고    scopus 로고
    • Near infrared reflectance spectroscopy for assessment of spatial soil variation in an agricultural field
    • Odlare M., Svensson K., Pell M. Near infrared reflectance spectroscopy for assessment of spatial soil variation in an agricultural field. Geoderma 2005, 126:193-202.
    • (2005) Geoderma , vol.126 , pp. 193-202
    • Odlare, M.1    Svensson, K.2    Pell, M.3
  • 45
    • 33751172177 scopus 로고    scopus 로고
    • Imaging spectroscopy of changing Earth's surface: A major step toward the quantitative monitoring of land degradation and desertification
    • Pinet P., Kaufmann C., Hill J. Imaging spectroscopy of changing Earth's surface: A major step toward the quantitative monitoring of land degradation and desertification. Comptes Rendus Geoscience 2006, 338:1042-1048.
    • (2006) Comptes Rendus Geoscience , vol.338 , pp. 1042-1048
    • Pinet, P.1    Kaufmann, C.2    Hill, J.3
  • 47
    • 33645330972 scopus 로고    scopus 로고
    • Newer classification and regression tree techniques: Bagging and random forests for ecological prediction
    • Prasad A.M., Iverson L.R., Liaw A. Newer classification and regression tree techniques: Bagging and random forests for ecological prediction. Ecosystems 2006, 9:181-199.
    • (2006) Ecosystems , vol.9 , pp. 181-199
    • Prasad, A.M.1    Iverson, L.R.2    Liaw, A.3
  • 50
    • 0000855550 scopus 로고
    • Distinguishing vegetation from soil background information (by gray mapping of Landsat MSS data)
    • Richardson A., Wiegand C. Distinguishing vegetation from soil background information (by gray mapping of Landsat MSS data). Photogrammetric Engineering and Remote Sensing 1977, 43:1541-1552.
    • (1977) Photogrammetric Engineering and Remote Sensing , vol.43 , pp. 1541-1552
    • Richardson, A.1    Wiegand, C.2
  • 52
    • 0036242834 scopus 로고    scopus 로고
    • Development of reflectance libraries for characterization of soil properties
    • Shepherd K.D., Walsh M.G. Development of reflectance libraries for characterization of soil properties. Soil Science Society of America Journal 2002, 66:988-998.
    • (2002) Soil Science Society of America Journal , vol.66 , pp. 988-998
    • Shepherd, K.D.1    Walsh, M.G.2
  • 54
    • 7944229014 scopus 로고
    • Prediction of sediment yield from southern plains grasslands with the modified universal soil loss equation
    • Smith S.J., Williams J.R., Menzel R.G., Coleman G.A. Prediction of sediment yield from southern plains grasslands with the modified universal soil loss equation. Journal of Range Management 1984, 37:295-297.
    • (1984) Journal of Range Management , vol.37 , pp. 295-297
    • Smith, S.J.1    Williams, J.R.2    Menzel, R.G.3    Coleman, G.A.4
  • 55
    • 0037281933 scopus 로고    scopus 로고
    • Land under pressure: soil conservation concerns and opportunities for Ethiopia
    • Sonneveld B.G.J.S., Keyzer M.A. Land under pressure: soil conservation concerns and opportunities for Ethiopia. Land Degradation & Development 2003, 14:5-23.
    • (2003) Land Degradation & Development , vol.14 , pp. 5-23
    • Sonneveld, B.G.J.S.1    Keyzer, M.A.2
  • 57
    • 84876310827 scopus 로고
    • Variable selection bias in classification trees and ensemble methods
    • Citeseer
    • Strobl C., Zeileis A., Boulesteix A.L., Hothorn T. Variable selection bias in classification trees and ensemble methods. Book of abstracts 1993, 159. Citeseer.
    • (1993) Book of abstracts , pp. 159
    • Strobl, C.1    Zeileis, A.2    Boulesteix, A.L.3    Hothorn, T.4
  • 58
    • 0024799699 scopus 로고
    • Detecting soil information on a native prairie Using Landsat TM and spot satellite data
    • Su H., Ransom M.D., Kanemasu E.T. Detecting soil information on a native prairie Using Landsat TM and spot satellite data. Soil Science Society of America Journal 1989, 53:1479-1483.
    • (1989) Soil Science Society of America Journal , vol.53 , pp. 1479-1483
    • Su, H.1    Ransom, M.D.2    Kanemasu, E.T.3
  • 60
    • 0034995036 scopus 로고    scopus 로고
    • Land degradation: A challenge to Ethiopia
    • Taddese G. Land degradation: A challenge to Ethiopia. Environmental Management 2001, 27:815-824.
    • (2001) Environmental Management , vol.27 , pp. 815-824
    • Taddese, G.1
  • 61
    • 0034122928 scopus 로고    scopus 로고
    • Land cover changes between 1958 and 1986 in Kalu district, southern Wello, Ethiopia
    • Tekle K., Hedlund L. Land cover changes between 1958 and 1986 in Kalu district, southern Wello, Ethiopia. Mountain Research and Development 2000, 20:42-51.
    • (2000) Mountain Research and Development , vol.20 , pp. 42-51
    • Tekle, K.1    Hedlund, L.2
  • 63
    • 0025919606 scopus 로고
    • Adaptive cluster sampling: Designs with primary and secondary units
    • Thompson S.K. Adaptive cluster sampling: Designs with primary and secondary units. Biometrics 1991, 47:1103.
    • (1991) Biometrics , vol.47 , pp. 1103
    • Thompson, S.K.1
  • 64
    • 84901623212 scopus 로고    scopus 로고
    • Land health surveillance: Mapping soil carbon in Kenyan rangelands
    • Springer, P.K.R. Nair, D. Garrity (Eds.)
    • Vågen T.-G., Davey F., Shepherd K.D. Land health surveillance: Mapping soil carbon in Kenyan rangelands. Agroforestry - The future of global land use 2012, Springer. P.K.R. Nair, D. Garrity (Eds.).
    • (2012) Agroforestry - The future of global land use
    • Vågen, T.-G.1    Davey, F.2    Shepherd, K.D.3
  • 65
    • 33745241672 scopus 로고    scopus 로고
    • Sensing landscape level change in soil fertility following deforestation and conversion in the highlands of Madagascar using Vis-NIR spectroscopy
    • Vågen T.-G., Shepherd K.D., Walsh M.G. Sensing landscape level change in soil fertility following deforestation and conversion in the highlands of Madagascar using Vis-NIR spectroscopy. Geoderma 2006, 133:281-294.
    • (2006) Geoderma , vol.133 , pp. 281-294
    • Vågen, T.-G.1    Shepherd, K.D.2    Walsh, M.G.3
  • 68
    • 0004860655 scopus 로고
    • Ethnobotany and the economic role of selected plant species in Gambela, Ethiopia
    • Woube M. Ethnobotany and the economic role of selected plant species in Gambela, Ethiopia. Journal of Ethiopian Studies 1995, 28:69-86.
    • (1995) Journal of Ethiopian Studies , vol.28 , pp. 69-86
    • Woube, M.1
  • 69
    • 0031765947 scopus 로고    scopus 로고
    • Effect of fire on plant communities and soils in the humid tropical savannah of Gambela, Ethiopia
    • Woube M. Effect of fire on plant communities and soils in the humid tropical savannah of Gambela, Ethiopia. Land Degradation Development 1998, 9:275-282.
    • (1998) Land Degradation Development , vol.9 , pp. 275-282
    • Woube, M.1
  • 70
    • 1942451938 scopus 로고    scopus 로고
    • Feature selection for high-dimensional data: A fast correlation-based filter solution
    • (Washington, DC)
    • Yu L., Liu H. Feature selection for high-dimensional data: A fast correlation-based filter solution. Twentieth International Conference on Machine Learning (ICML-2003) 2003, 8. (Washington, DC).
    • (2003) Twentieth International Conference on Machine Learning (ICML-2003) , pp. 8
    • Yu, L.1    Liu, H.2
  • 71
    • 84876300103 scopus 로고    scopus 로고
    • The use of near infrared spectroscopy (NIR) for soil quality and soil degradation assessment
    • European Geoscience Union
    • Zornoza R., Guerrero C., Mataix J., Morales J., Mayoral M., Mart M. The use of near infrared spectroscopy (NIR) for soil quality and soil degradation assessment. Geophysical research abstracts 2006, 05033. European Geoscience Union.
    • (2006) Geophysical research abstracts , pp. 05033
    • Zornoza, R.1    Guerrero, C.2    Mataix, J.3    Morales, J.4    Mayoral, M.5    Mart, M.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.