메뉴 건너뛰기




Volumn 44, Issue , 2016, Pages 159-170

Multiscale object-based drought monitoring and comparison in rainfed and irrigated agriculture from Landsat 8 OLI imagery

Author keywords

Agriculture; Drought; GEOBIA; Irrigated; Landsat OLI; NDVI; Rainfed; SPI

Indexed keywords

HORDEUM; LENS CULINARIS; TRITICUM AESTIVUM;

EID: 84992739920     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2015.08.003     Document Type: Article
Times cited : (53)

References (55)
  • 1
    • 34547600503 scopus 로고    scopus 로고
    • The importance of scale in object-based mapping of vegetation parameters with hyperspectral imagery
    • Addink, E.A., de Jong, S.M., Pebesma, E.J., The importance of scale in object-based mapping of vegetation parameters with hyperspectral imagery. Photogramm. Eng. Remote Sens. 73 (2007), 905–912, 10.14358/PERS.73.8.905.
    • (2007) Photogramm. Eng. Remote Sens. , vol.73 , pp. 905-912
    • Addink, E.A.1    de Jong, S.M.2    Pebesma, E.J.3
  • 2
    • 84891059193 scopus 로고    scopus 로고
    • Estimating maize and cotton yield in southeastern Turkey with integrated use of satellite images, meteorological data and digital photographs
    • Alganci, U., Ozdogan, M., Sertel, E., Ormeci, C., Estimating maize and cotton yield in southeastern Turkey with integrated use of satellite images, meteorological data and digital photographs. Field Crops Res. 157 (2014), 8–19, 10.1016/j.fcr.2013.12.006.
    • (2014) Field Crops Res. , vol.157 , pp. 8-19
    • Alganci, U.1    Ozdogan, M.2    Sertel, E.3    Ormeci, C.4
  • 3
    • 84875606664 scopus 로고    scopus 로고
    • Relay intercropping of legume cover crops in organic winter wheat: effects on performance and resource availability
    • Amossé C., Jeuffroy, M., David, C., Relay intercropping of legume cover crops in organic winter wheat: effects on performance and resource availability. Field Crops Res. 145 (2013), 78–87, 10.1016/j.fcr.2013.02.010.
    • (2013) Field Crops Res. , vol.145 , pp. 78-87
    • Amossé, C.1    Jeuffroy, M.2    David, C.3
  • 4
    • 22244465273 scopus 로고    scopus 로고
    • Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981 to 2003
    • Anyamba, A., Tucker, C.J., Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981 to 2003. J. Arid Environ. 63 (2005), 1847–1859, 10.1016/j.jaridenv.2005.03.007.
    • (2005) J. Arid Environ. , vol.63 , pp. 1847-1859
    • Anyamba, A.1    Tucker, C.J.2
  • 5
    • 0012757926 scopus 로고    scopus 로고
    • Object-oriented image analysis and scale-space: theory and methods for modeling and evaluating multiscale landscape structure
    • Blaschke, T., Hay, G.J., Object-oriented image analysis and scale-space: theory and methods for modeling and evaluating multiscale landscape structure. Int. Arch. Photogramm. Remote Sens. 34 (2001), 22–29.
    • (2001) Int. Arch. Photogramm. Remote Sens. , vol.34 , pp. 22-29
    • Blaschke, T.1    Hay, G.J.2
  • 7
    • 84855813608 scopus 로고    scopus 로고
    • Assessing the impacts of economic and climate changes on land-use in mountain regions: a spatial dynamic modeling approach
    • Briner, S., Elkin, C., Huber, R., Grêt-Regamey, A., Assessing the impacts of economic and climate changes on land-use in mountain regions: a spatial dynamic modeling approach. Agric. Ecosyst. Environ. 149 (2012), 50–63, 10.1016/j.agee.2011.12.011.
    • (2012) Agric. Ecosyst. Environ. , vol.149 , pp. 50-63
    • Briner, S.1    Elkin, C.2    Huber, R.3    Grêt-Regamey, A.4
  • 8
    • 79960725295 scopus 로고    scopus 로고
    • Assessing the sensitivity of MODIS to monitor drought in high biomass ecosystems
    • Caccamo, G., Chisholm, L.A., Bradstock, R.A., Puotinen, M.L., Assessing the sensitivity of MODIS to monitor drought in high biomass ecosystems. Remote Sens. Environ. 115:10 (2011), 2626–2639, 10.1016/j.rse.2011.05.018.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.10 , pp. 2626-2639
    • Caccamo, G.1    Chisholm, L.A.2    Bradstock, R.A.3    Puotinen, M.L.4
  • 10
    • 79960676979 scopus 로고    scopus 로고
    • A multiscale geographic object-based image analysis to estimate lidar- measured forest canopy height using Quickbird imagery
    • Chen, G., Hay, G.J., Castilla, G., St-Onge, B., A multiscale geographic object-based image analysis to estimate lidar- measured forest canopy height using Quickbird imagery. Int. J. Geogr. Inform. Sci. 25:6 (2011), 877–893, 10.1080/13658816.2010.496729.
    • (2011) Int. J. Geogr. Inform. Sci. , vol.25 , Issue.6 , pp. 877-893
    • Chen, G.1    Hay, G.J.2    Castilla, G.3    St-Onge, B.4
  • 11
    • 84888068400 scopus 로고    scopus 로고
    • Assessment of the image misregistration effects on object-based change detection
    • Chen, G., Zhao, K., Powers, R., Assessment of the image misregistration effects on object-based change detection. ISPRS J. Photogramm. Remote Sens. 87 (2014), 19–27, 10.1016/j.isprsjprs.2013.10.007.
    • (2014) ISPRS J. Photogramm. Remote Sens. , vol.87 , pp. 19-27
    • Chen, G.1    Zhao, K.2    Powers, R.3
  • 12
    • 85055216605 scopus 로고    scopus 로고
    • An examination of the effects of Southeastern Anatolia Project (GAP) on agricultural patterns changes using remote sensing
    • Çelik, M.A., Gülersoy, A.E., An examination of the effects of Southeastern Anatolia Project (GAP) on agricultural patterns changes using remote sensing. J. Int. Soc. Res. 6:28 (2013), 46–54.
    • (2013) J. Int. Soc. Res. , vol.6 , Issue.28 , pp. 46-54
    • Çelik, M.A.1    Gülersoy, A.E.2
  • 13
    • 41549098757 scopus 로고    scopus 로고
    • Agricultural and environmental changes after irrigation management transfer in the Develi Basin, Turkey
    • Dadaser-Celik, F., Brezonik, P.L., Stefan, H.G., Agricultural and environmental changes after irrigation management transfer in the Develi Basin, Turkey. Irrig. Drain. Syst. 22 (2008), 47–66, 10.1007/s10795-007-9032-4.
    • (2008) Irrig. Drain. Syst. , vol.22 , pp. 47-66
    • Dadaser-Celik, F.1    Brezonik, P.L.2    Stefan, H.G.3
  • 14
    • 84879734384 scopus 로고    scopus 로고
    • Study on inter-seasonal and intra-seasonal relationships of meteorological and agricultural drought indices in the Rajasthan State of India
    • Dhakar, R., Sehgal, V.K., Pradhan, S., Study on inter-seasonal and intra-seasonal relationships of meteorological and agricultural drought indices in the Rajasthan State of India. J. Arid Environ. 97 (2013), 108–119, 10.1016/j.jaridenv.2013.06.001.
    • (2013) J. Arid Environ. , vol.97 , pp. 108-119
    • Dhakar, R.1    Sehgal, V.K.2    Pradhan, S.3
  • 16
    • 84897834655 scopus 로고    scopus 로고
    • Seasonal comparisons of meteorological and agricultural drought indices in Morocco using open short time-series data
    • Ezzine, H., Bouziane, A., Ouazar, D., Seasonal comparisons of meteorological and agricultural drought indices in Morocco using open short time-series data. Int. J. Appl. Earth Observ. Geoinform. 26 (2014), 36–48, 10.1016/j.jag.2013.05.005.
    • (2014) Int. J. Appl. Earth Observ. Geoinform. , vol.26 , pp. 36-48
    • Ezzine, H.1    Bouziane, A.2    Ouazar, D.3
  • 17
    • 0030429663 scopus 로고    scopus 로고
    • NDWI—a normalized difference water index for remote sensing of vegetation liquid water from space
    • Gao, B.C., NDWI—a normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sens. Environ. 58 (1996), 257–266, 10.1016/S0034-4257(96)67-3.
    • (1996) Remote Sens. Environ. , vol.58 , pp. 257-266
    • Gao, B.C.1
  • 18
    • 50849123503 scopus 로고    scopus 로고
    • Remote sensing of agro-droughts in Guangdong Province of China using MODIS satellite data
    • Gao, M., Qin, Z., Zhang, H., Lu, L., Zhou, X., Yang, X., Remote sensing of agro-droughts in Guangdong Province of China using MODIS satellite data. Sensors 8 (2008), 4687–4708, 10.3390/s8084687.
    • (2008) Sensors , vol.8 , pp. 4687-4708
    • Gao, M.1    Qin, Z.2    Zhang, H.3    Lu, L.4    Zhou, X.5    Yang, X.6
  • 19
    • 85063896391 scopus 로고    scopus 로고
    • GAP Regional Development Administration, May 2015. GAP - Agricultural Education and Informing Project – GAP Region Agriculture Calendar (in Turkish: GAP Bolgesi Tarim Takvimi),
    • GAP Regional Development Administration, May 2015. GAP - Agricultural Education and Informing Project – GAP Region Agriculture Calendar (in Turkish: GAP Bolgesi Tarim Takvimi), < http://www.gapteyap.org/category/sanliurfa/>.
  • 20
    • 85063880202 scopus 로고    scopus 로고
    • Southeast Anatolia region economic and social condition report (in Turkish: Guneydogu Anadolu bolgesi ekonomik ve sosyal durum raporu). Development Bank of Turkey,
    • Genc, O., 2003. Southeast Anatolia region economic and social condition report (in Turkish: Guneydogu Anadolu bolgesi ekonomik ve sosyal durum raporu). Development Bank of Turkey, .
    • (2003)
    • Genc, O.1
  • 21
    • 34249815205 scopus 로고    scopus 로고
    • Modified perpendicular drought index (MPDI): a real-time drought monitoring method
    • Ghulam, A., Qin, Q., Teyip, T., Li, Z., Modified perpendicular drought index (MPDI): a real-time drought monitoring method. ISPRS J. Photogramm. Remote Sens. 62:2 (2007), 150–164, 10.1016/j.isprsjprs.2007.03.002.
    • (2007) ISPRS J. Photogramm. Remote Sens. , vol.62 , Issue.2 , pp. 150-164
    • Ghulam, A.1    Qin, Q.2    Teyip, T.3    Li, Z.4
  • 22
    • 84940460842 scopus 로고    scopus 로고
    • Drought risk mapping of south-western state in the Indian peninsula —a web based application
    • in press
    • Gopinath, G., Ambili, G.K., Gregory, S.J., Anusha, C.K., Drought risk mapping of south-western state in the Indian peninsula —a web based application. J. Environ. Manage., 2015, 10.1016/j.jenvman.2014.12.040 in press.
    • (2015) J. Environ. Manage.
    • Gopinath, G.1    Ambili, G.K.2    Gregory, S.J.3    Anusha, C.K.4
  • 23
    • 0019109703 scopus 로고
    • Water-conserving wheat irrigation schedules based on climatic records
    • Greene, D.M., Kirkham, M.B., Water-conserving wheat irrigation schedules based on climatic records. Irrig. Sci. 1:4 (1980), 241–246, 10.1007/BF00277629.
    • (1980) Irrig. Sci. , vol.1 , Issue.4 , pp. 241-246
    • Greene, D.M.1    Kirkham, M.B.2
  • 24
    • 34249910365 scopus 로고    scopus 로고
    • A five-year analysis of MODIS NDVI and NDWI for grassland drought assessment over the central Great Plains of the United States
    • Gu, Y., Brown, J.F., Verdin, J.P., Wardlow, B., A five-year analysis of MODIS NDVI and NDWI for grassland drought assessment over the central Great Plains of the United States. Geophys. Res. Lett., 34, 2007, L06407, 10.1029/2006GL029127.
    • (2007) Geophys. Res. Lett. , vol.34 , pp. L06407
    • Gu, Y.1    Brown, J.F.2    Verdin, J.P.3    Wardlow, B.4
  • 25
    • 0142027915 scopus 로고    scopus 로고
    • Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices
    • Ji, L., Peters, A.J., Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices. Remote Sens. Environ. 87:1 (2003), 85–98, 10.1016/S0034-4257(03)174-3.
    • (2003) Remote Sens. Environ. , vol.87 , Issue.1 , pp. 85-98
    • Ji, L.1    Peters, A.J.2
  • 26
    • 0027470333 scopus 로고
    • Development of global drought-watch system using NOAA/AVHRR data
    • Kogan, F.N., Sullivan, J., Development of global drought-watch system using NOAA/AVHRR data. Adv. Space Res. 13:5 (1993), 219–222, 10.1016/0273-1177(93)90548-P.
    • (1993) Adv. Space Res. , vol.13 , Issue.5 , pp. 219-222
    • Kogan, F.N.1    Sullivan, J.2
  • 27
    • 0028833901 scopus 로고
    • Application of vegetation index and brightness temperature for drought detection
    • Kogan, F.N., Application of vegetation index and brightness temperature for drought detection. Adv. Space Res. 15:11 (1995), 91–100, 10.1016/0273-1177(95)79-T.
    • (1995) Adv. Space Res. , vol.15 , Issue.11 , pp. 91-100
    • Kogan, F.N.1
  • 28
    • 84885758923 scopus 로고    scopus 로고
    • Achieving mitigation and adaptation to climate change through sustainable agroforestry practices in Africa
    • Mbow, C., Smith, P., Skole, D., Duguma, L., Bustamante, M., Achieving mitigation and adaptation to climate change through sustainable agroforestry practices in Africa. Curr. Opin. Environ. Sustain. 6 (2014), 8–14, 10.1016/j.cosust.2013.09.002.
    • (2014) Curr. Opin. Environ. Sustain. , vol.6 , pp. 8-14
    • Mbow, C.1    Smith, P.2    Skole, D.3    Duguma, L.4    Bustamante, M.5
  • 30
    • 81855213108 scopus 로고    scopus 로고
    • Yield and water use efficiency of barley in a semiarid Mediterranean agroecosystem: long-term effects of tillage and N fertilization
    • Morell, F.J., Lampurlanés, J., Álvaro-Fuentes, J., Cantero-Martínez, C., Yield and water use efficiency of barley in a semiarid Mediterranean agroecosystem: long-term effects of tillage and N fertilization. Soil Tillage Res. 117 (2011), 76–84, 10.1016/j.still.2011.09.002.
    • (2011) Soil Tillage Res. , vol.117 , pp. 76-84
    • Morell, F.J.1    Lampurlanés, J.2    Álvaro-Fuentes, J.3    Cantero-Martínez, C.4
  • 31
    • 77956191461 scopus 로고    scopus 로고
    • A review of drought concepts
    • Mishra, A.K., Singh, V.P., A review of drought concepts. J. Hydrol. 391:1-2 (2010), 202–216, 10.1016/j.jhydrol.2010.07.012.
    • (2010) J. Hydrol. , vol.391 , Issue.1-2 , pp. 202-216
    • Mishra, A.K.1    Singh, V.P.2
  • 33
    • 84939260803 scopus 로고    scopus 로고
    • Interactive institutional design and contextual relevance: water user groups in Turkey, Azerbaijan and Uzbekistan
    • in press
    • Mukhtarov, F., Fox, S., Mukhamedova, N., Wegerich, K., Interactive institutional design and contextual relevance: water user groups in Turkey, Azerbaijan and Uzbekistan. Environ. Sci. Policy, 2014, 10.1016/j.envsci.2014.10.006 in press.
    • (2014) Environ. Sci. Policy
    • Mukhtarov, F.1    Fox, S.2    Mukhamedova, N.3    Wegerich, K.4
  • 34
    • 84908689767 scopus 로고    scopus 로고
    • Integration of remote sensing datasets for local scale assessment and prediction of drought
    • Nichol, J.E., Abbas, S., Integration of remote sensing datasets for local scale assessment and prediction of drought. Sci. Total Environ. 505 (2015), 503–507, 10.1016/j.scitotenv.2014.09.099.
    • (2015) Sci. Total Environ. , vol.505 , pp. 503-507
    • Nichol, J.E.1    Abbas, S.2
  • 35
    • 84907740018 scopus 로고    scopus 로고
    • Land surface temperature retrieval for climate analysis and association with climate data
    • Ozelkan, E., Bagis, S., Ozelkan, E.C., Ustundag, B.B., Ormeci, C., Land surface temperature retrieval for climate analysis and association with climate data. Eur. J. Remote Sens. 47 (2014), 655–669, 10.5721/EuJRS20144737.
    • (2014) Eur. J. Remote Sens. , vol.47 , pp. 655-669
    • Ozelkan, E.1    Bagis, S.2    Ozelkan, E.C.3    Ustundag, B.B.4    Ormeci, C.5
  • 36
    • 84923368004 scopus 로고    scopus 로고
    • Spatial interpolation of climatic variables using land surface temperature and modified inverse distance weighting
    • Ozelkan, E., Bagis, S., Ozelkan, E.C., Ustundag, B.B., Yucel, M., Ormeci, C., Spatial interpolation of climatic variables using land surface temperature and modified inverse distance weighting. Int. J. Remote Sens. 36:4 (2015), 1000–1025, 10.1080/01431161.2015.1007248.
    • (2015) Int. J. Remote Sens. , vol.36 , Issue.4 , pp. 1000-1025
    • Ozelkan, E.1    Bagis, S.2    Ozelkan, E.C.3    Ustundag, B.B.4    Yucel, M.5    Ormeci, C.6
  • 37
    • 0042066477 scopus 로고    scopus 로고
    • Impacts of climate factors on yields for selected crops in the Southern Turkey
    • Ozkan, B., Akcaoz, H., Impacts of climate factors on yields for selected crops in the Southern Turkey. Mitig. Adapt. Strat. Global Change 7:4 (2002), 367–380, 10.1023/A.1024792318063.
    • (2002) Mitig. Adapt. Strat. Global Change , vol.7 , Issue.4 , pp. 367-380
    • Ozkan, B.1    Akcaoz, H.2
  • 38
    • 83955163640 scopus 로고    scopus 로고
    • Characterising and quantifying vegetative drought in East Africa using fuzzy modelling and NDVI data
    • Rulinda, C.M., Dilo, A., Bijker, W., Stein, A., Characterising and quantifying vegetative drought in East Africa using fuzzy modelling and NDVI data. J. Arid Environ. 78 (2012), 169–178, 10.1016/j.jaridenv.2011.11.016.
    • (2012) J. Arid Environ. , vol.78 , pp. 169-178
    • Rulinda, C.M.1    Dilo, A.2    Bijker, W.3    Stein, A.4
  • 39
    • 84925880595 scopus 로고    scopus 로고
    • Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data
    • Salmon, J.M., Friedl, M.A., Frolking, S., Wisser, D., Douglas, E.M., Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data. Int. J. Appl. Earth Observ. Geoinform. 38 (2015), 321–334, 10.1016/j.jag.2015.01.014.
    • (2015) Int. J. Appl. Earth Observ. Geoinform. , vol.38 , pp. 321-334
    • Salmon, J.M.1    Friedl, M.A.2    Frolking, S.3    Wisser, D.4    Douglas, E.M.5
  • 40
    • 85063910918 scopus 로고    scopus 로고
    • Turkey Climate Classification (in Turkish: Türkiye İklim Sınıflandırması). Turkish State Meteorological Services Report.
    • Sensoy, S., 2003. Turkey Climate Classification (in Turkish: Türkiye İklim Sınıflandırması). Turkish State Meteorological Services Report. < http://www.mgm.gov.tr/files/genel/sss/iklimsiniflandirmalariturkiye.pdf/>.
    • (2003)
    • Sensoy, S.1
  • 41
    • 85063919633 scopus 로고    scopus 로고
    • Climate of Turkey (in Turkish: Türkiye İklimi). Turkish State Meteorological Service Report.
    • Sensoy, S., Demircan, M., Ulupinar, Y., Balta, Z., 2008. Climate of Turkey (in Turkish: Türkiye İklimi). Turkish State Meteorological Service Report. < http://www.mgm.gov.tr/files/iklim/turkiye_iklimi.pdf/>.
    • (2008)
    • Sensoy, S.1    Demircan, M.2    Ulupinar, Y.3    Balta, Z.4
  • 42
  • 43
    • 85063877559 scopus 로고    scopus 로고
    • TARBIL (Agricultural Monitoring and Information System), May 2015.
    • TARBIL (Agricultural Monitoring and Information System), May 2015. < www.tarbil.com/>.
  • 44
    • 67349193222 scopus 로고    scopus 로고
    • Climate change in Turkey for the last half century
    • Tayanç M., Im, U., Dogruel, M., Karaca, M., Climate change in Turkey for the last half century. Clim. Change 94 (2009), 483–502, 10.1007/s10584-008-9511-0.
    • (2009) Clim. Change , vol.94 , pp. 483-502
    • Tayanç, M.1    Im, U.2    Dogruel, M.3    Karaca, M.4
  • 45
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker, C.J., Red and photographic infrared linear combinations for monitoring vegetation. Remote Sens. Environ. 8 (1979), 127–150, 10.1016/0034-4257(79)90013-0.
    • (1979) Remote Sens. Environ. , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 46
    • 85063868843 scopus 로고    scopus 로고
    • Turkish Ministry of Economy Economy Screen. Available online:
    • Turkish Ministry of Economy, 2015. Economy Screen. Available online: < http://www.ekonomi.gov.tr/portal/faces/eko/ekonomiInline2/>.
    • (2015)
  • 47
    • 85063911843 scopus 로고    scopus 로고
    • Turkish Statistical Institute Statistic Database. Available online:
    • Turkish Statistical Institute, 2015. Statistic Database. Available online: < http://www.turkstat.gov.tr/Start.do/>.
    • (2015)
  • 48
    • 85063865014 scopus 로고    scopus 로고
    • Turkish Ministry of Development GAP Region Development Administration, Southeastern Anatolia Project (GAP). Available online: <>
    • Turkish Ministry of Development, 2015. GAP Region Development Administration, Southeastern Anatolia Project (GAP). Available online: < www.gap.gov.tr>.
    • (2015)
  • 49
    • 85063869256 scopus 로고    scopus 로고
    • Union of Turkish Agricultural Chambers In spite of decrease in employment in agriculture sector, unemployement was kept in single-digit (in Turkish: Tarım istihdamı azalmasına rağmen işsizliği tek hanede tuttu). Available online: <>
    • Union of Turkish Agricultural Chambers, 2015. In spite of decrease in employment in agriculture sector, unemployement was kept in single-digit (in Turkish: Tarım istihdamı azalmasına rağmen işsizliği tek hanede tuttu). Available online: < http://www.tzob.org.tr/Bas%C4%B1n-Odas%C4%B1/Haberler/ArtMID/470/ArticleID/1391/Tar%C4%B1m-istihdam%C4%B1-azalmas%C4%B1na-ra%C4%9Fmen-i%C5%9Fsizli%C4%9Fi-tek-hanede-tuttu>.
    • (2015)
  • 50
    • 85063884257 scopus 로고    scopus 로고
    • USGS, December 2014. LANDSAT surface reflectance-derived spectral indices.
    • USGS, December 2014. LANDSAT surface reflectance-derived spectral indices. < http://landsat.usgs.gov/documents/si_product_guide.pdf/>.
  • 51
    • 0038782803 scopus 로고    scopus 로고
    • Temporal responses of NDVI to precipitation and temperature in the central Great Plains, USA
    • Wang, J., Rich, P.M., Price, K.P., Temporal responses of NDVI to precipitation and temperature in the central Great Plains, USA. Int. J. Remote Sens. 24:11 (2003), 2345–2364, 10.1080/01431160210154812.
    • (2003) Int. J. Remote Sens. , vol.24 , Issue.11 , pp. 2345-2364
    • Wang, J.1    Rich, P.M.2    Price, K.P.3
  • 52
    • 84919673924 scopus 로고    scopus 로고
    • Drought dynamics and impacts on vegetation in China from 1982 to 2011
    • Wang, H., Chen, A., Wang, Q., He, B., Drought dynamics and impacts on vegetation in China from 1982 to 2011. Ecol. Eng. 75 (2015), 303–307, 10.1016/j.ecoleng.2014.11.063.
    • (2015) Ecol. Eng. , vol.75 , pp. 303-307
    • Wang, H.1    Chen, A.2    Wang, Q.3    He, B.4
  • 53
    • 84943527909 scopus 로고    scopus 로고
    • A combined deficit index for regional agricultural drought assessment over semi-arid tract of India using geostationary meteorological satellite data
    • Vyas, S.S., Bhattacharya, B.K., Nigam, R., Guhathakurta, P., Ghosh, C., hattopadhyay, N., Gairola, R.M., A combined deficit index for regional agricultural drought assessment over semi-arid tract of India using geostationary meteorological satellite data. Int. J. Appl. Earth Observ. Geoinform. 39 (2015), 28–39, 10.1016/j.jag.2015.02.009.
    • (2015) Int. J. Appl. Earth Observ. Geoinform. , vol.39 , pp. 28-39
    • Vyas, S.S.1    Bhattacharya, B.K.2    Nigam, R.3    Guhathakurta, P.4    Ghosh, C.5    hattopadhyay, N.6    Gairola, R.M.7
  • 54
    • 80053287180 scopus 로고    scopus 로고
    • Water development for hydroelectric in southeastern Anatolia project (GAP) in Turkey
    • Yuksel, I., Water development for hydroelectric in southeastern Anatolia project (GAP) in Turkey. Renew. Energ. 39:1 (2012), 17–23, 10.1016/j.renene.2011.08.006.
    • (2012) Renew. Energ. , vol.39 , Issue.1 , pp. 17-23
    • Yuksel, I.1
  • 55
    • 84910630690 scopus 로고    scopus 로고
    • Impact of climate variability on precipitation in the Upper Euphrates-Tigris Rivers Basin of Southeast Turkey
    • Yurekli, K., Impact of climate variability on precipitation in the Upper Euphrates-Tigris Rivers Basin of Southeast Turkey. Atmos. Res. 154 (2015), 25–38, 10.1016/j.atmosres.2014.11.002.
    • (2015) Atmos. Res. , vol.154 , pp. 25-38
    • Yurekli, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.