메뉴 건너뛰기




Volumn 186, Issue , 2016, Pages 88-104

Derivation of long-term spatiotemporal landslide activity—A multi-sensor time series approach

Author keywords

Central Asia; Change detection; Kyrgyzstan; Landslide detection; Landslide frequency; Landslide hazard; Landslide identification; Multi sensor; NDVI trajectories; Optical remote sensing; Regional scale; Spatiotemporal analysis; Tien Shan; Time series analysis

Indexed keywords

HAZARDS; REMOTE SENSING; RISK ASSESSMENT; TIME SERIES ANALYSIS;

EID: 84982279521     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2016.07.017     Document Type: Article
Times cited : (92)

References (51)
  • 1
    • 33745188264 scopus 로고    scopus 로고
    • High spatial resolution satellite imagery, DEM derivatives, and image segmentation for the detection of mass wasting processes
    • Barlow, J., Franklin, S., Martin, Y., High spatial resolution satellite imagery, DEM derivatives, and image segmentation for the detection of mass wasting processes. Photogrammetric Engineering and Remote Sensing 72 (2006), 687–692.
    • (2006) Photogrammetric Engineering and Remote Sensing , vol.72 , pp. 687-692
    • Barlow, J.1    Franklin, S.2    Martin, Y.3
  • 2
    • 84907469373 scopus 로고    scopus 로고
    • Automated spatiotemporal landslide mapping over large areas using RapidEye time series data
    • Behling, R., Roessner, S., Kaufmann, H., Kleinschmit, B., Automated spatiotemporal landslide mapping over large areas using RapidEye time series data. Remote Sensing 6 (2014), 8026–8055, 10.3390/rs6098026.
    • (2014) Remote Sensing , vol.6 , pp. 8026-8055
    • Behling, R.1    Roessner, S.2    Kaufmann, H.3    Kleinschmit, B.4
  • 3
    • 84896925812 scopus 로고    scopus 로고
    • Robust automated image co-registration of optical multi-sensor time series data: Database generation for multi-temporal landslide detection
    • Behling, R., Roessner, S., Segl, K., Kleinschmit, B., Kaufmann, H., Robust automated image co-registration of optical multi-sensor time series data: Database generation for multi-temporal landslide detection. Remote Sensing 6 (2014), 2572–2600, 10.3390/rs6032572.
    • (2014) Remote Sensing , vol.6 , pp. 2572-2600
    • Behling, R.1    Roessner, S.2    Segl, K.3    Kleinschmit, B.4    Kaufmann, H.5
  • 4
    • 34547123328 scopus 로고    scopus 로고
    • Comparison between automated and manual mapping of typhoon-triggered landslides from SPOT-5 imagery
    • Borghuis, A.M., Chang, K., Lee, H.Y., Comparison between automated and manual mapping of typhoon-triggered landslides from SPOT-5 imagery. International Journal of Remote Sensing 28 (2007), 1843–1856, 10.1080/01431160600935638.
    • (2007) International Journal of Remote Sensing , vol.28 , pp. 1843-1856
    • Borghuis, A.M.1    Chang, K.2    Lee, H.Y.3
  • 5
    • 69549108532 scopus 로고    scopus 로고
    • The land-cover change mapper (LCM) and its application to timber harvest monitoring in Western Canada
    • Castilla, G., Guthrie, R.H., Hay, G.J., The land-cover change mapper (LCM) and its application to timber harvest monitoring in Western Canada. Photogrammetric Engineering and Remote Sensing 75 (2009), 941–950.
    • (2009) Photogrammetric Engineering and Remote Sensing , vol.75 , pp. 941-950
    • Castilla, G.1    Guthrie, R.H.2    Hay, G.J.3
  • 7
    • 56249098302 scopus 로고    scopus 로고
    • A review of assessing landslide frequency for hazard zoning purposes
    • Corominas, J., Moya, J., A review of assessing landslide frequency for hazard zoning purposes. Engineering Geology 102 (2008), 193–213, 10.1016/j.enggeo.2008.03.018.
    • (2008) Engineering Geology , vol.102 , pp. 193-213
    • Corominas, J.1    Moya, J.2
  • 8
    • 53549103279 scopus 로고    scopus 로고
    • Geophysical investigation and dynamic modelling of unstable slopes: Case-study of Kainama (Kyrgyzstan)
    • Danneels, G., Bourdeau, C., Torgoev, I., Havenith, H.-B., Geophysical investigation and dynamic modelling of unstable slopes: Case-study of Kainama (Kyrgyzstan). Geophysical Journal International 175 (2008), 17–34, 10.1111/j.1365-246X.2008.03873.x.
    • (2008) Geophysical Journal International , vol.175 , pp. 17-34
    • Danneels, G.1    Bourdeau, C.2    Torgoev, I.3    Havenith, H.-B.4
  • 10
    • 84861187372 scopus 로고    scopus 로고
    • Landslide susceptibility assessment: What are the effects of mapping unit and mapping method?
    • Erener, A., Düzgün, H.S.B., Landslide susceptibility assessment: What are the effects of mapping unit and mapping method?. Environment and Earth Science 66 (2012), 859–877, 10.1007/s12665-011-1297-0.
    • (2012) Environment and Earth Science , vol.66 , pp. 859-877
    • Erener, A.1    Düzgün, H.S.B.2
  • 11
    • 55749106215 scopus 로고    scopus 로고
    • Guidelines for landslide susceptibility, hazard and risk zoning for land use planning
    • Fell, R., Corominas, J., Bonnard, C., Cascini, L., Leroi, E., Savage, W.Z., Guidelines for landslide susceptibility, hazard and risk zoning for land use planning. Engineering Geology 102 (2008), 85–98, 10.1016/j.enggeo.2008.03.022.
    • (2008) Engineering Geology , vol.102 , pp. 85-98
    • Fell, R.1    Corominas, J.2    Bonnard, C.3    Cascini, L.4    Leroi, E.5    Savage, W.Z.6
  • 12
    • 79953805278 scopus 로고    scopus 로고
    • Seasonal landslide mapping and estimation of landslide mobilization rates using aerial and satellite images
    • Fiorucci, F., Cardinali, M., Carlà, R., Rossi, M., Mondini, A.C., Santurri, L., Ardizzone, F., Guzzetti, F., Seasonal landslide mapping and estimation of landslide mobilization rates using aerial and satellite images. Geomorphology 129 (2011), 59–70, 10.1016/j.geomorph.2011.01.013.
    • (2011) Geomorphology , vol.129 , pp. 59-70
    • Fiorucci, F.1    Cardinali, M.2    Carlà, R.3    Rossi, M.4    Mondini, A.C.5    Santurri, L.6    Ardizzone, F.7    Guzzetti, F.8
  • 14
    • 84857456829 scopus 로고    scopus 로고
    • Generating event-based landslide maps in a data-scarce Himalayan environment for estimating temporal and magnitude probabilities
    • Ghosh, S., van Westen, C.J., Carranza, E.J.M., Jetten, V.G., Cardinali, M., Rossi, M., Guzzetti, F., Generating event-based landslide maps in a data-scarce Himalayan environment for estimating temporal and magnitude probabilities. Engineering Geology 128 (2012), 49–62, 10.1016/j.enggeo.2011.03.016.
    • (2012) Engineering Geology , vol.128 , pp. 49-62
    • Ghosh, S.1    van Westen, C.J.2    Carranza, E.J.M.3    Jetten, V.G.4    Cardinali, M.5    Rossi, M.6    Guzzetti, F.7
  • 15
    • 0030914894 scopus 로고    scopus 로고
    • Multi-sensor analysis of NDVI, surface temperature and biophysical variables at a mixed grassland site
    • Goetz, S.J., Multi-sensor analysis of NDVI, surface temperature and biophysical variables at a mixed grassland site. International Journal of Remote Sensing 18 (1997), 71–94, 10.1080/014311697219286.
    • (1997) International Journal of Remote Sensing , vol.18 , pp. 71-94
    • Goetz, S.J.1
  • 16
    • 85006224711 scopus 로고    scopus 로고
    • Development of multi-temporal landslide inventory information system for southern Kyrgyzstan using GIS and satellite remote sensing
    • Golovko, D., Roessner, S., Behling, R., Wetzel, H.-U., Kleinschmit, B., Development of multi-temporal landslide inventory information system for southern Kyrgyzstan using GIS and satellite remote sensing. Photogrammetrie, Fernerkundung, Geoinformation, 2015, 157–172, 10.1127/pfg/2015/0261.
    • (2015) Photogrammetrie, Fernerkundung, Geoinformation , pp. 157-172
    • Golovko, D.1    Roessner, S.2    Behling, R.3    Wetzel, H.-U.4    Kleinschmit, B.5
  • 17
    • 0343069785 scopus 로고    scopus 로고
    • Landslide hazard evaluation: A review of current techniques and their application in a multi-scale study, Central Italy
    • Guzzetti, F., Carrara, A., Cardinali, M., Reichenbach, P., Landslide hazard evaluation: A review of current techniques and their application in a multi-scale study, Central Italy. Geomorphology 31 (1999), 181–216, 10.1016/S0169-555X(99)00078-1.
    • (1999) Geomorphology , vol.31 , pp. 181-216
    • Guzzetti, F.1    Carrara, A.2    Cardinali, M.3    Reichenbach, P.4
  • 19
    • 28744438107 scopus 로고    scopus 로고
    • Probabilistic landslide hazard assessment at the basin scale
    • Guzzetti, F., Reichenbach, P., Cardinali, M., Galli, M., Ardizzone, F., Probabilistic landslide hazard assessment at the basin scale. Geomorphology 72 (2005), 272–299, 10.1016/j.geomorph.2005.06.002.
    • (2005) Geomorphology , vol.72 , pp. 272-299
    • Guzzetti, F.1    Reichenbach, P.2    Cardinali, M.3    Galli, M.4    Ardizzone, F.5
  • 21
    • 84930417714 scopus 로고    scopus 로고
    • An object-based approach for semi-automated landslide change detection and attribution of changes to landslide classes in northern Taiwan
    • Hölbling, D., Friedl, B., Eisank, C., An object-based approach for semi-automated landslide change detection and attribution of changes to landslide classes in northern Taiwan. Earth Science Informatics, 2015, 1–9, 10.1007/s12145–015–0217-3.
    • (2015) Earth Science Informatics , pp. 1-9
    • Hölbling, D.1    Friedl, B.2    Eisank, C.3
  • 22
    • 84888371876 scopus 로고    scopus 로고
    • Comparability of red/near-infrared reflectance and NDVI based on the spectral response function between MODIS and 30 other satellite sensors using rice canopy spectra
    • Huang, W., Huang, J., Wang, X., Wang, F., Shi, J., Comparability of red/near-infrared reflectance and NDVI based on the spectral response function between MODIS and 30 other satellite sensors using rice canopy spectra. Sensors 13 (2013), 16023–16050.
    • (2013) Sensors , vol.13 , pp. 16023-16050
    • Huang, W.1    Huang, J.2    Wang, X.3    Wang, F.4    Shi, J.5
  • 23
    • 84876726723 scopus 로고    scopus 로고
    • Change detection from remotely sensed images: From pixel-based to object-based approaches
    • Hussain, M., Chen, D., Cheng, A., Wei, H., Stanley, D., Change detection from remotely sensed images: From pixel-based to object-based approaches. ISPRS Journal of Photogrammetry and Remote Sensing 80 (2013), 91–106, 10.1016/j.isprsjprs.2013.03.006.
    • (2013) ISPRS Journal of Photogrammetry and Remote Sensing , vol.80 , pp. 91-106
    • Hussain, M.1    Chen, D.2    Cheng, A.3    Wei, H.4    Stanley, D.5
  • 24
    • 84876469825 scopus 로고    scopus 로고
    • Monitoring of landslides in Kyrgyzstan
    • Ministry of Emergency Situations of the Kyrgyz Republic, Bishkek, Kyrgyzstan Kyrgyzstan
    • Ibatulin, K.V., Monitoring of landslides in Kyrgyzstan. 2011, Ministry of Emergency Situations of the Kyrgyz Republic, Bishkek, Kyrgyzstan, Kyrgyzstan.
    • (2011)
    • Ibatulin, K.V.1
  • 26
    • 84883461868 scopus 로고    scopus 로고
    • Landslide temporal analysis and susceptibility assessment as bases for landslide mitigation, Machu Picchu, Peru
    • Klimeš, J., Landslide temporal analysis and susceptibility assessment as bases for landslide mitigation, Machu Picchu, Peru. Environment and Earth Science 70 (2013), 913–925, 10.1007/s12665-012-2181-2.
    • (2013) Environment and Earth Science , vol.70 , pp. 913-925
    • Klimeš, J.1
  • 27
    • 84880440537 scopus 로고    scopus 로고
    • Supervised method of landslide inventory using panchromatic SPOT5 images and application to the earthquake-triggered landslides of Pisco (Peru, 2007, Mw8.0)
    • Lacroix, P., Zavala, B., Berthier, E., Audin, L., Supervised method of landslide inventory using panchromatic SPOT5 images and application to the earthquake-triggered landslides of Pisco (Peru, 2007, Mw8.0). Remote Sensing 5 (2013), 2590–2616, 10.3390/rs5062590.
    • (2013) Remote Sensing , vol.5 , pp. 2590-2616
    • Lacroix, P.1    Zavala, B.2    Berthier, E.3    Audin, L.4
  • 29
    • 80053127003 scopus 로고    scopus 로고
    • Earthquake-induced landslide mapping in the western Himalayas using medium resolution ASTER imagery
    • Lodhi, M.A., Earthquake-induced landslide mapping in the western Himalayas using medium resolution ASTER imagery. International Journal of Remote Sensing 32 (2011), 5331–5346, 10.1080/01431161.2010.502158.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 5331-5346
    • Lodhi, M.A.1
  • 32
    • 83255165434 scopus 로고    scopus 로고
    • Object-oriented analysis of multi-temporal panchromatic images for creation of historical landslide inventories
    • Martha, T.R., Kerle, N., van Westen, C.J., Jetten, V., Vinod Kumar, K., Object-oriented analysis of multi-temporal panchromatic images for creation of historical landslide inventories. ISPRS Journal of Photogrammetry and Remote Sensing 67 (2012), 105–119, 10.1016/j.isprsjprs.2011.11.004.
    • (2012) ISPRS Journal of Photogrammetry and Remote Sensing , vol.67 , pp. 105-119
    • Martha, T.R.1    Kerle, N.2    van Westen, C.J.3    Jetten, V.4    Vinod Kumar, K.5
  • 33
    • 84880044243 scopus 로고    scopus 로고
    • Landslide hazard and risk assessment using semi-automatically created landslide inventories
    • Martha, T.R., van Westen, C.J., Kerle, N., Jetten, V., Kumar, K.V., Landslide hazard and risk assessment using semi-automatically created landslide inventories. Geomorphology 184 (2013), 139–150, 10.1016/j.geomorph.2012.12.001.
    • (2013) Geomorphology , vol.184 , pp. 139-150
    • Martha, T.R.1    van Westen, C.J.2    Kerle, N.3    Jetten, V.4    Kumar, K.V.5
  • 35
    • 79954621626 scopus 로고    scopus 로고
    • Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images
    • Mondini, A.C., Guzzetti, F., Reichenbach, P., Rossi, M., Cardinali, M., Ardizzone, F., Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images. Remote Sensing of Environment 115 (2011), 1743–1757, 10.1016/j.rse.2011.03.006.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 1743-1757
    • Mondini, A.C.1    Guzzetti, F.2    Reichenbach, P.3    Rossi, M.4    Cardinali, M.5    Ardizzone, F.6
  • 37
    • 20844456075 scopus 로고    scopus 로고
    • Satellite remote sensing for detailed landslide inventories using change detection and image fusion
    • Nichol, J., Wong, M.S., Satellite remote sensing for detailed landslide inventories using change detection and image fusion. International Journal of Remote Sensing 26 (2005), 1913–1926, 10.1080/01431160512331314047.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 1913-1926
    • Nichol, J.1    Wong, M.S.2
  • 38
    • 84880379893 scopus 로고    scopus 로고
    • Automatic extraction and size distribution of landslides in Kurdistan region, NE Iraq
    • Othman, A.A., Gloaguen, R., Automatic extraction and size distribution of landslides in Kurdistan region, NE Iraq. Remote Sensing 5 (2013), 2389–2410, 10.3390/rs5052389.
    • (2013) Remote Sensing , vol.5 , pp. 2389-2410
    • Othman, A.A.1    Gloaguen, R.2
  • 40
    • 0037319812 scopus 로고    scopus 로고
    • The shuttle radar topography mission - A new class of digital elevation models acquired by spaceborne radar
    • Rabus, B., Eineder, M., Roth, A., Bamler, R., The shuttle radar topography mission - A new class of digital elevation models acquired by spaceborne radar. ISPRS Journal of Photogrammetry and Remote Sensing 57 (2003), 241–262, 10.1016/S0924-2716(02)00124-7.
    • (2003) ISPRS Journal of Photogrammetry and Remote Sensing , vol.57 , pp. 241-262
    • Rabus, B.1    Eineder, M.2    Roth, A.3    Bamler, R.4
  • 41
    • 84890997760 scopus 로고    scopus 로고
    • Semiautomatic object-oriented landslide recognition scheme from multisensor optical imagery and DEM
    • Rau, J.-Y., Jhan, J.-P., Rau, R.-J., Semiautomatic object-oriented landslide recognition scheme from multisensor optical imagery and DEM. IEEE Transactions on Geoscience and Remote Sensing 52 (2014), 1336–1349, 10.1109/TGRS.2013.2250293.
    • (2014) IEEE Transactions on Geoscience and Remote Sensing , vol.52 , pp. 1336-1349
    • Rau, J.-Y.1    Jhan, J.-P.2    Rau, R.-J.3
  • 42
    • 20044364032 scopus 로고    scopus 로고
    • Potential of satellite remote sensing and GIS for landslide hazard assessment in Southern Kyrgyzstan (Central Asia)
    • Roessner, S., Wetzel, H.U., Kaufmann, H., Sarnagoev, A., Potential of satellite remote sensing and GIS for landslide hazard assessment in Southern Kyrgyzstan (Central Asia). Natural Hazards 35 (2005), 395–416, 10.1007/s11069-004-1799-0.
    • (2005) Natural Hazards , vol.35 , pp. 395-416
    • Roessner, S.1    Wetzel, H.U.2    Kaufmann, H.3    Sarnagoev, A.4
  • 43
    • 77957652049 scopus 로고    scopus 로고
    • Spatiotemporal landslide detection for the 2005 Kashmir earthquake region
    • Saba, S.B., van der Meijde, M., van der Werff, H., Spatiotemporal landslide detection for the 2005 Kashmir earthquake region. Geomorphology 124 (2010), 17–25, 10.1016/j.geomorph.2010.07.026.
    • (2010) Geomorphology , vol.124 , pp. 17-25
    • Saba, S.B.1    van der Meijde, M.2    van der Werff, H.3
  • 44
    • 79960743609 scopus 로고    scopus 로고
    • Object-oriented mapping of landslides using random forests
    • Stumpf, A., Kerle, N., Object-oriented mapping of landslides using random forests. Remote Sensing of Environment 115 (2011), 2564–2577, 10.1016/j.rse.2011.05.013.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 2564-2577
    • Stumpf, A.1    Kerle, N.2
  • 45
    • 77958589165 scopus 로고    scopus 로고
    • Post-disaster assessment of landslides in southern Taiwan after 2009 Typhoon Morakot using remote sensing and spatial analysis
    • Tsai, F., Hwang, J.-H., Chen, L.-C., Lin, T.-H., Post-disaster assessment of landslides in southern Taiwan after 2009 Typhoon Morakot using remote sensing and spatial analysis. Natural Hazards and Earth System Sciences 10 (2010), 2179–2190, 10.5194/nhess-10-2179-2010.
    • (2010) Natural Hazards and Earth System Sciences , vol.10 , pp. 2179-2190
    • Tsai, F.1    Hwang, J.-H.2    Chen, L.-C.3    Lin, T.-H.4
  • 46
    • 70549095341 scopus 로고    scopus 로고
    • Combined landslide inventory and susceptibility assessment based on different mapping units: An example from the Flemish Ardennes, Belgium
    • Van Den Eeckhaut, M., Reichenbach, P., Guzzetti, F., Rossi, M., Poesen, J., Combined landslide inventory and susceptibility assessment based on different mapping units: An example from the Flemish Ardennes, Belgium. Natural Hazards and Earth System Sciences 9 (2009), 507–521.
    • (2009) Natural Hazards and Earth System Sciences , vol.9 , pp. 507-521
    • Van Den Eeckhaut, M.1    Reichenbach, P.2    Guzzetti, F.3    Rossi, M.4    Poesen, J.5
  • 47
    • 0003865782 scopus 로고
    • Landslide hazard zonation: A review of principles and practice
    • Unesco Paris
    • Varnes, D.J., Landslide hazard zonation: A review of principles and practice. 1984, Unesco, Paris.
    • (1984)
    • Varnes, D.J.1
  • 48
    • 80053917894 scopus 로고    scopus 로고
    • Evaluating triggering and causative factors of landslides in Lawnon River Basin, Taiwan
    • Weng, M.-C., Wu, M.-H., Ning, S.-K., Jou, Y.-W., Evaluating triggering and causative factors of landslides in Lawnon River Basin, Taiwan. Engineering Geology 123 (2011), 72–82, 10.1016/j.enggeo.2011.07.001.
    • (2011) Engineering Geology , vol.123 , pp. 72-82
    • Weng, M.-C.1    Wu, M.-H.2    Ning, S.-K.3    Jou, Y.-W.4
  • 49
    • 55849117350 scopus 로고    scopus 로고
    • Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview
    • van Westen, C.J., Castellanos, E., Kuriakose, S.L., Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview. Engineering Geology 102 (2008), 112–131, 10.1016/j.enggeo.2008.03.010.
    • (2008) Engineering Geology , vol.102 , pp. 112-131
    • van Westen, C.J.1    Castellanos, E.2    Kuriakose, S.L.3
  • 50
    • 77957346488 scopus 로고    scopus 로고
    • Using multi-temporal remote sensor imagery to detect earthquake-triggered landslides
    • Yang, X., Chen, L., Using multi-temporal remote sensor imagery to detect earthquake-triggered landslides. International Journal of Applied Earth Observation and Geoinformation 12 (2010), 487–495, 10.1016/j.jag.2010.05.006.
    • (2010) International Journal of Applied Earth Observation and Geoinformation , vol.12 , pp. 487-495
    • Yang, X.1    Chen, L.2
  • 51
    • 84982264170 scopus 로고    scopus 로고
    • Landslide activity in Southern Kyrgyzstan
    • Ministry of Emergency Situations of the Kyrgyz Republic Bishkek, Kyrgyzstan
    • Yerokhin, S.A., Landslide activity in Southern Kyrgyzstan. 1998, Ministry of Emergency Situations of the Kyrgyz Republic, Bishkek, Kyrgyzstan.
    • (1998)
    • Yerokhin, S.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.