메뉴 건너뛰기




Volumn 10, Issue 10, 2018, Pages

NPP-VIIRS DNB daily data in natural disaster assessment: Evidence from selected case studies

Author keywords

Day Night Band (DNB) daily data; Earthquake; Flood; Natural disaster; Nighttime light; NPP VIIRS; Storm

Indexed keywords

DAMAGE DETECTION; DISASTERS; EARTHQUAKES; OUTAGES; STORMS; SYNTHETIC APERTURE RADAR; THERMOGRAPHY (IMAGING);

EID: 85055427774     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs10101526     Document Type: Article
Times cited : (111)

References (83)
  • 2
    • 84944596015 scopus 로고    scopus 로고
    • Report on a reconnaissance survey of damage in Kathmandu caused by the 2015 Gorkha Nepal earthquake
    • Okamura, M.; Bhandary, N.P.; Mori, S.; Marasini, N.; Hazarika, H. Report on a reconnaissance survey of damage in Kathmandu caused by the 2015 Gorkha Nepal earthquake. Soils Found. 2015, 55, 1015-1029
    • (2015) Soils Found , vol.55 , pp. 1015-1029
    • Okamura, M.1    Bhandary, N.P.2    Mori, S.3    Marasini, N.4    Hazarika, H.5
  • 3
    • 84937124524 scopus 로고    scopus 로고
    • Remote sensing of floods and flood-prone areas: An overview
    • Klemas, V. Remote sensing of floods and flood-prone areas: An overview. J. Coast. Res. 2015, 314, 1005-1013
    • (2015) J. Coast. Res , vol.314 , pp. 1005-1013
    • Klemas, V.1
  • 4
    • 84866547570 scopus 로고    scopus 로고
    • Remote sensing and earthquake damage assessment: Experiences, limits, and perspectives
    • Dell'Acqua, F.; Gamba, P. Remote sensing and earthquake damage assessment: Experiences, limits, and perspectives. Proc. IEEE 2012, 100, 2876-2890
    • (2012) Proc. IEEE , vol.100 , pp. 2876-2890
    • Dell'Acqua, F.1    Gamba, P.2
  • 8
    • 84891426348 scopus 로고    scopus 로고
    • Illuminating the capabilities of the Suomi national polar-orbiting partnership (NPP) visible infrared imaging radiometer suite (VIIRS) day/night band
    • Miller, S.D.; Straka, W.; Mills, S.P.; Elvidge, C.D.; Lee, T.F.; Solbrig, J.; Walther, A.; Heidinger, A.K.; Weiss, S.C. Illuminating the capabilities of the Suomi national polar-orbiting partnership (NPP) visible infrared imaging radiometer suite (VIIRS) day/night band. Remote. Sens. 2013, 5, 6717-6766
    • (2013) Remote. Sens , vol.5 , pp. 6717-6766
    • Miller, S.D.1    Straka, W.2    Mills, S.P.3    Elvidge, C.D.4    Lee, T.F.5    Solbrig, J.6    Walther, A.7    Heidinger, A.K.8    Weiss, S.C.9
  • 11
    • 84890512455 scopus 로고    scopus 로고
    • Suomi NPP VIIRS day-night-band (DNB) on-orbit performance
    • Liao, L.B.; Weiss, S.; Mills, S.; Hauss, B. Suomi NPP VIIRS day-night-band (DNB) on-orbit performance. J. Geophys. Res. Atmos. 2013, 118, 705-718
    • (2013) J. Geophys. Res. Atmos , vol.118 , pp. 705-718
    • Liao, L.B.1    Weiss, S.2    Mills, S.3    Hauss, B.4
  • 12
    • 84894627399 scopus 로고    scopus 로고
    • Evaluating the ability of NPP-VIIRS nighttime light data to estimate the gross domestic product and the electric power consumption of China at multiple scales: A comparison with dmsp-ols data
    • Shi, K.; Yu, B.; Huang, Y.; Hu, Y.; Yin, B.; Chen, Z.; Chen, L.; Wu, J. Evaluating the ability of NPP-VIIRS nighttime light data to estimate the gross domestic product and the electric power consumption of China at multiple scales: A comparison with dmsp-ols data. Remote. Sens. 2014, 6, 1705-1724
    • (2014) Remote. Sens , vol.6 , pp. 1705-1724
    • Shi, K.1    Yu, B.2    Huang, Y.3    Hu, Y.4    Yin, B.5    Chen, Z.6    Chen, L.7    Wu, J.8
  • 13
    • 33645399945 scopus 로고    scopus 로고
    • Mapping regional economic activity from night-time light satellite imagery
    • Doll, C.N.H.; Muller, J.P.; Morley, J.G. Mapping regional economic activity from night-time light satellite imagery. Ecol. Econ. 2006, 57, 75-92
    • (2006) Ecol. Econ , vol.57 , pp. 75-92
    • Doll, C.N.H.1    Muller, J.P.2    Morley, J.G.3
  • 14
    • 85008312470 scopus 로고    scopus 로고
    • Forecasting China's gdp at the pixel level using nighttime lights time series and population images
    • Zhao, N.; Liu, Y.; Cao, G.; Samson, E.L.; Zhang, J. Forecasting China's gdp at the pixel level using nighttime lights time series and population images. GISci. Remote. Sens. 2017, 54, 407-425
    • (2017) GISci. Remote. Sens , vol.54 , pp. 407-425
    • Zhao, N.1    Liu, Y.2    Cao, G.3    Samson, E.L.4    Zhang, J.5
  • 15
    • 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. Int. J. Remote. Sens. 2001, 22, 3061-3076
    • (2001) Int. J. Remote. Sens , vol.22 , pp. 3061-3076
    • Sutton, P.1    Roberts, D.2    Elvidge, C.3    Baugh, K.4
  • 16
    • 0031455297 scopus 로고    scopus 로고
    • A comparison of nighttime satellite imagery and population density for the continental United States
    • Sutton, P.; Roberts, C.; Elvidge, C.; Meij, H. A comparison of nighttime satellite imagery and population density for the continental United States. Photogramm. Eng. Remote. Sens. 1997, 63, 1303-1313
    • (1997) Photogramm. Eng. Remote. Sens , vol.63 , pp. 1303-1313
    • Sutton, P.1    Roberts, C.2    Elvidge, C.3    Meij, H.4
  • 19
    • 67650673069 scopus 로고    scopus 로고
    • Spatial characterization of electrical power consumption patterns over India using temporal dmsp-ols night-time satellite data
    • Chand, T.R.K.; Badarinath, K.V.S.; Elvidge, C.D.; Tuttle, B.T. Spatial characterization of electrical power consumption patterns over India using temporal dmsp-ols night-time satellite data. Int. J. Remote. Sens. 2009, 30, 647-661
    • (2009) Int. J. Remote. Sens , vol.30 , pp. 647-661
    • Chand, T.R.K.1    Badarinath, K.V.S.2    Elvidge, C.D.3    Tuttle, B.T.4
  • 20
    • 84855305525 scopus 로고    scopus 로고
    • Spatiotemporal dynamics of electric power consumption in Chinese mainland from 1995 to 2008 modeled using DMSP/OLS stable nighttime lights data
    • He, C.; Ma, Q.; Li, T.; Yang, Y.; Liu, Z. Spatiotemporal dynamics of electric power consumption in Chinese mainland from 1995 to 2008 modeled using DMSP/OLS stable nighttime lights data. J. Geogr. Sci. 2012, 22, 125-136
    • (2012) J. Geogr. Sci , vol.22 , pp. 125-136
    • He, C.1    Ma, Q.2    Li, T.3    Yang, Y.4    Liu, Z.5
  • 21
    • 84992616435 scopus 로고    scopus 로고
    • Detecting spatiotemporal dynamics of global electric power consumption using DMSP-OLS nighttime stable light data
    • Shi, K.; Chen, Y.; Yu, B.; Xu, T.; Yang, C.; Li, L.; Huang, C.; Chen, Z.; Liu, R.; Wu, J. Detecting spatiotemporal dynamics of global electric power consumption using DMSP-OLS nighttime stable light data. Appl. Energy 2016, 184, 450-463
    • (2016) Appl. Energy , vol.184 , pp. 450-463
    • Shi, K.1    Chen, Y.2    Yu, B.3    Xu, T.4    Yang, C.5    Li, L.6    Huang, C.7    Chen, Z.8    Liu, R.9    Wu, J.10
  • 22
    • 84957837719 scopus 로고    scopus 로고
    • 2 (carbon dioxide) emission dynamics in China from DMSP-OLS nighttime stable light data using panel data analysis
    • 2 (carbon dioxide) emission dynamics in China from DMSP-OLS nighttime stable light data using panel data analysis. Appl. Energy 2016, 168, 523-533
    • (2016) Appl. Energy , vol.168 , pp. 523-533
    • Shi, K.1    Chen, Y.2    Yu, B.3    Xu, T.4    Chen, Z.5    Liu, R.6    Li, L.7    Wu, J.8
  • 25
    • 84866454715 scopus 로고    scopus 로고
    • Exploring and estimating in-use steel stocks in civil engineering and buildings from night-time lights
    • Hsu, F.-C.; Elvidge, C.D.; Matsuno, Y. Exploring and estimating in-use steel stocks in civil engineering and buildings from night-time lights. Int. J. Remote. Sens. 2013, 34, 490-504
    • (2013) Int. J. Remote. Sens , vol.34 , pp. 490-504
    • Hsu, F.-C.1    Elvidge, C.D.2    Matsuno, Y.3
  • 26
    • 84929264859 scopus 로고    scopus 로고
    • Modeling and mapping total freight traffic in China using NPP-VIIRS nighttime light composite data
    • Shi, K.; Yu, B.; Hu, Y.; Huang, C.; Chen, Y.; Huang, Y.; Chen, Z.; Wu, J. Modeling and mapping total freight traffic in China using NPP-VIIRS nighttime light composite data. GISci. Remote. Sens. 2015, 52, 274-289
    • (2015) GISci. Remote. Sens , vol.52 , pp. 274-289
    • Shi, K.1    Yu, B.2    Hu, Y.3    Huang, C.4    Chen, Y.5    Huang, Y.6    Chen, Z.7    Wu, J.8
  • 27
    • 84983775558 scopus 로고    scopus 로고
    • Urban expansion and agricultural land loss in China: A multiscale perspective
    • Shi, K.; Chen, Y.; Yu, B.; Xu, T.; Li, L.; Huang, C.; Liu, R.; Chen, Z.;Wu, J. Urban expansion and agricultural land loss in China: A multiscale perspective. Sustainability 2016, 8, 790
    • (2016) Sustainability , vol.8 , pp. 790
    • Shi, K.1    Chen, Y.2    Yu, B.3    Xu, T.4    Li, L.5    Huang, C.6    Liu, R.7    Chen, Z.8    Wu, J.9
  • 28
    • 84910142762 scopus 로고    scopus 로고
    • Can night-time light images play a role in evaluating the syrian crisis?
    • Li, X.; Li, D. Can night-time light images play a role in evaluating the syrian crisis? Int. J. Remote. Sens. 2014, 35, 6648-6661
    • (2014) Int. J. Remote. Sens , vol.35 , pp. 6648-6661
    • Li, X.1    Li, D.2
  • 29
    • 84937145114 scopus 로고    scopus 로고
    • Detecting 2014 northern iraq insurgency using night-time light imagery
    • Li, X.; Zhang, R.; Huang, C.; Li, D. Detecting 2014 northern iraq insurgency using night-time light imagery. Int. J. Remote. Sens. 2015, 36, 3446-3458
    • (2015) Int. J. Remote. Sens , vol.36 , pp. 3446-3458
    • Li, X.1    Zhang, R.2    Huang, C.3    Li, D.4
  • 30
    • 85043516073 scopus 로고    scopus 로고
    • Utilizing remote sensing and big data to quantify conflict intensity: The Arab Spring as a case study
    • Levin, N.; Ali, S.; Crandall, D. Utilizing remote sensing and big data to quantify conflict intensity: The Arab Spring as a case study. Appl. Geogr. 2018, 94, 1-17
    • (2018) Appl. Geogr , vol.94 , pp. 1-17
    • Levin, N.1    Ali, S.2    Crandall, D.3
  • 32
    • 84899689897 scopus 로고    scopus 로고
    • Evaluation of NPP-VIIRS night-time light composite data for extracting built-up urban areas
    • Shi, K.F.; Huang, C.; Yu, B.L.; Yin, B.; Huang, Y.X.; Wu, J.P. Evaluation of NPP-VIIRS night-time light composite data for extracting built-up urban areas. Remote. Sens. Lett. 2014, 5, 358-366
    • (2014) Remote. Sens. Lett , vol.5 , pp. 358-366
    • Shi, K.F.1    Huang, C.2    Yu, B.L.3    Yin, B.4    Huang, Y.X.5    Wu, J.P.6
  • 33
    • 84905244588 scopus 로고    scopus 로고
    • Application of dmsp/ols nighttime light images: A meta-analysis and a systematic literature review
    • Huang, Q.X.; Yang, X.; Gao, B.; Yang, Y.; Zhao, Y.Y. Application of dmsp/ols nighttime light images: A meta-analysis and a systematic literature review. Remote. Sens. 2014, 6, 6844-6866
    • (2014) Remote. Sens , vol.6 , pp. 6844-6866
    • Huang, Q.X.1    Yang, X.2    Gao, B.3    Yang, Y.4    Zhao, Y.Y.5
  • 35
    • 84889599748 scopus 로고    scopus 로고
    • Satellite observations monitor outages from superstorm sandy
    • Molthan, A.; Jedlovec, G. Satellite observations monitor outages from superstorm sandy. Eos Trans. Am. Geophys. Union 2013, 94, 53-54
    • (2013) Eos Trans. Am. Geophys. Union , vol.94 , pp. 53-54
    • Molthan, A.1    Jedlovec, G.2
  • 36
    • 85019359446 scopus 로고    scopus 로고
    • Synergistic use of nighttime satellite data, electric utility infrastructure, and ambient population to improve power outage detections in urban areas
    • Cole, T.; Wanik, D.; Molthan, A.; Román, M.; Griffin, R. Synergistic use of nighttime satellite data, electric utility infrastructure, and ambient population to improve power outage detections in urban areas. Remote. Sens. 2017, 9, 286
    • (2017) Remote. Sens , vol.9 , pp. 286
    • Cole, T.1    Wanik, D.2    Molthan, A.3    Román, M.4    Griffin, R.5
  • 37
    • 84886589751 scopus 로고    scopus 로고
    • Detecting light outages after severe storms using the S-NPP/VIIRS day/night band radiances
    • Cao, C.; Shao, X.; Uprety, S. Detecting light outages after severe storms using the S-NPP/VIIRS day/night band radiances. IEEE Geosci. Remote. Sens. Lett. 2013, 10, 1582-1586
    • (2013) IEEE Geosci. Remote. Sens. Lett , vol.10 , pp. 1582-1586
    • Cao, C.1    Shao, X.2    Uprety, S.3
  • 40
    • 62749195916 scopus 로고    scopus 로고
    • Use of DMSP-OLS images for early identification of impacted areas due to the 1999 Marmara earthquake disaster
    • Hong Kong, China, 22-25 November
    • Hayashi, H.; Matsuoka, M.; Fujita, H. Use of DMSP-OLS images for early identification of impacted areas due to the 1999 Marmara earthquake disaster. In Proceedings of the 20th Asian Conference on Remote Sensing, Hong Kong, China, 22-25 November 1999; pp. 1291-1296
    • (1999) Proceedings of the 20th Asian Conference on Remote Sensing , pp. 1291-1296
    • Hayashi, H.1    Matsuoka, M.2    Fujita, H.3
  • 41
    • 85065002596 scopus 로고    scopus 로고
    • Rapid detection of earthquake damage areas using VIIRS nearly constant contrast night-time light data
    • Fan, X.; Nie, G.; Deng, Y.; An, J.; Zhou, J.; Li, H. Rapid detection of earthquake damage areas using VIIRS nearly constant contrast night-time light data. Int. J. Remote. Sens. 2018
    • (2018) Int. J. Remote. Sens
    • Fan, X.1    Nie, G.2    Deng, Y.3    An, J.4    Zhou, J.5    Li, H.6
  • 42
    • 85000819211 scopus 로고    scopus 로고
    • Holidays in lights: Tracking cultural patterns in demand for energy services
    • Roman, M.O.; Stokes, E.C. Holidays in lights: Tracking cultural patterns in demand for energy services. Earth Future 2015, 3, 182-205
    • (2015) Earth Future , vol.3 , pp. 182-205
    • Roman, M.O.1    Stokes, E.C.2
  • 43
    • 65949088823 scopus 로고    scopus 로고
    • Baghdad nights: Evaluating the US military 'surge'using nighttime light signatures
    • Agnew, J.; Gillespie, T.W.; Gonzalez, J.; Min, B. Baghdad nights: Evaluating the US military 'surge'using nighttime light signatures. Environ. Plan. A 2008, 40, 2285-2295
    • (2008) Environ. Plan. A , vol.40 , pp. 2285-2295
    • Agnew, J.1    Gillespie, T.W.2    Gonzalez, J.3    Min, B.4
  • 44
    • 85055454781 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Emergency Events Database. Available online: http://emdat.be/emdat_db/ (accessed on 26 June 2018)
  • 46
    • 85055410050 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Italy in Shock after Amatrice Earthquake: This Used to BeMy Home. Available online: https://www.theguardian. com/world/2016/aug/24/italy-earthquake-rescue-teams-dig-through-rubble-as-death-toll-rises (accessed on 26 June 2018)
  • 47
    • 85055457910 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Amatrice (Italy) Earthquake Response. Available online: http://disastertechlab.org/2016/09/21/amatriceitaly-earthquake-response/ (accessed on 26 June 2018)
  • 48
    • 85055442336 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • In Pictures: Hurricane Maria Pummels Puerto Rico. Available online: http://edition.cnn.com/interactive/ 2017/09/world/hurricane-maria-puerto-rico-cnnphotos/ (accessed on 26 June 2018)
  • 49
    • 85055442579 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Hurricane Maria Updates: In Puerto Rico, the Storm 'Destroyed US'. Available online: https://www.nytimes. com/2017/09/21/us/hurricane-maria-puerto-rico.html (accessed on 26 June 2018)
  • 50
    • 85055420096 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Hurricanes Nate, Maria, Irma, and Harvey Situation Reports. Available online: https://www.energy.gov/ ceser/downloads/hurricanes-nate-maria-irma-and-harvey-situation-reports (accessed on 26 June 2018)
  • 51
    • 85055440575 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Hudhud: Another Damaging Bay of Bengal Storm. Available online: https://earthobservatory.nasa.gov/ IOTD/view.php?id=84547 (accessed on 26 June 2018)
  • 52
    • 85055447089 scopus 로고    scopus 로고
    • (accessed on 20 September 2018)
    • Cyclone Hudhud-Strategies and Lessons for Preparing Better & Strengthening Risk Resilience in Coastal Regions of India. Available online: https://ndma.gov.in/en/ndma-reports.html (accessed on 20 September 2018)
  • 53
    • 85055418920 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Cyclone Hudhud Path and Affected Area Map. Available online: http://www.mapsofindia.com/ mapinnews/cyclone-hudhud/ (accessed on 26 June 2018)
  • 54
    • 85055446067 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • August 2016 Record Flooding. Available online: https://www.weather.gov/lix/August2016flood (accessed on 26 June 2018)
  • 55
    • 85055458078 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Thousands Still without Power; Many Will Have to Wait until Water Recedes, Officials Say. Available online: http://www.theadvocate.com/baton_rouge/news/weather_traffic/article_57ef9db6-633c-11e6-b19a-d7be27b1784b.html (accessed on 26 June 2018)
    • Many Will Have to Wait until Water Recedes, Officials Say
  • 56
    • 85055426526 scopus 로고    scopus 로고
    • (accessed on 21 September 2018)
    • Louisiana governor: 40K homes damaged by historic flooding, 11 killed. Available online: https://www. ctvnews.ca/world/louisiana-governor-40-000-homes-damaged-by-historic-flooding-11-killed-1.3030316 (accessed on 21 September 2018)
  • 57
    • 85035794263 scopus 로고    scopus 로고
    • The devastating 26 July 2017 floods in Yulin city, northern Shaanxi, China
    • He, Y.; He, S.; Hu, Z.; Qin, Y.; Zhang, Y. The devastating 26 July 2017 floods in Yulin city, northern Shaanxi, China. Geomat. Nat. Hazards Risk 2017, 9, 70-78
    • (2017) Geomat. Nat. Hazards Risk , vol.9 , pp. 70-78
    • He, Y.1    He, S.2    Hu, Z.3    Qin, Y.4    Zhang, Y.5
  • 58
    • 85055423384 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • The Flood in Suide, Shaanxi Province Have Affected 135, 300 People and Caused Economic Losses of 2.265 Billion Yuan. Available online: http://www.jianzai.gov.cn//DRpublish/ztzl/0000000000025130.html (accessed on 26 June 2018)
  • 59
    • 85055450094 scopus 로고    scopus 로고
    • (accessed on 9 March 2018)
    • NOAA Comprehensive Large Array-Data Stewardship System (CLASS). Available online: https://www. bou.class.noaa.gov/saa/products/welcome (accessed on 9 March 2018)
  • 60
    • 85055436837 scopus 로고    scopus 로고
    • (accessed on 9 March 2018)
    • NASA EARTHDATA powered by the Earth Observing System Data and Information System (EOSDIS). Available online: https://earthdata.nasa.gov/ (accessed on 9 March 2018)
  • 61
    • 85055438220 scopus 로고    scopus 로고
    • (accessed on 9 March 2018)
    • NASA Jet Propulsion Laboratory Advanced Rapid Imaging and Analysis (ARIA) Project for Natural Hazards. Available online: https://aria.jpl.nasa.gov/ (accessed on 9 March 2018)
  • 62
    • 85055425129 scopus 로고    scopus 로고
    • (accessed on 9 March 2018)
    • Open Street Map. Available online: https://www.openstreetmap.org (accessed on 9 March 2018)
  • 63
    • 85055413137 scopus 로고    scopus 로고
    • (accessed on 9 March 2018)
    • GLOBELAND30. Available online: http://globallandcover.com/GLC30Download/index.aspx (accessed on 9 March 2018)
  • 64
    • 85055412224 scopus 로고    scopus 로고
    • (accessed on 9 March 2018)
    • GADM maps and data. Available online: https://gadm.org/ (accessed on 9 March 2018)
  • 65
    • 85055432006 scopus 로고    scopus 로고
    • Assessment of scan-angle dependent radiometric bias of Suomi-NPP VIIRS day/night band from night light point source observations
    • Butler, J.J., Xiong, X., Gu, X., Eds.; Spie-Int Soc Optical Engineering: Bellingham
    • Bai, Y.; Cao, C.Y.; Shao, X. Assessment of scan-angle dependent radiometric bias of Suomi-NPP VIIRS day/night band from night light point source observations. In Earth Observing Systems XX; Butler, J.J., Xiong, X., Gu, X., Eds.; Spie-Int Soc Optical Engineering: Bellingham, 2015; Vol. 9607
    • (2015) Earth Observing Systems XX
    • Bai, Y.1    Cao, C.Y.2    Shao, X.3
  • 67
    • 84920080777 scopus 로고    scopus 로고
    • Quantitative analysis of VIIRS DNB nightlight point source for light power estimation and stability monitoring
    • Cao, C.Y.; Bai, Y. Quantitative analysis of VIIRS DNB nightlight point source for light power estimation and stability monitoring. Remote. Sens. 2014, 6, 11915-11935
    • (2014) Remote. Sens , vol.6 , pp. 11915-11935
    • Cao, C.Y.1    Bai, Y.2
  • 68
    • 67651147990 scopus 로고    scopus 로고
    • A dynamic lunar spectral irradiance data set for NPOESS/VIIRS day/night band nighttime environmental applications
    • Miller, S.D.; Turner, R.E. A dynamic lunar spectral irradiance data set for NPOESS/VIIRS day/night band nighttime environmental applications. IEEE Trans. Geosci. Remote. Sens. 2009, 47, 2316-2329
    • (2009) IEEE Trans. Geosci. Remote. Sens , vol.47 , pp. 2316-2329
    • Miller, S.D.1    Turner, R.E.2
  • 69
    • 84882806380 scopus 로고    scopus 로고
    • Preliminary investigations toward nighttime aerosol optical depth retrievals from the VIIRS day/night band
    • Johnson, R.S.; Zhang, J.; Hyer, E.J.; Miller, S.D.; Reid, J.S. Preliminary investigations toward nighttime aerosol optical depth retrievals from the VIIRS day/night band. Atmos. Meas. Tech. 2013, 6, 1245-1255
    • (2013) Atmos. Meas. Tech , vol.6 , pp. 1245-1255
    • Johnson, R.S.1    Zhang, J.2    Hyer, E.J.3    Miller, S.D.4    Reid, J.S.5
  • 71
    • 85015430243 scopus 로고    scopus 로고
    • The impact of seasonal changes on observed nighttime brightness from 2014 to 2015 monthly viirs dnb composites
    • Levin, N. The impact of seasonal changes on observed nighttime brightness from 2014 to 2015 monthly viirs dnb composites. Remote. Sens. Environ. 2017, 193, 150-164
    • (2017) Remote. Sens. Environ , vol.193 , pp. 150-164
    • Levin, N.1
  • 72
    • 78650460144 scopus 로고    scopus 로고
    • The Mann-Whitney U: A test for assessing whether two independent samples come from the same distribution
    • Nachar, N. The Mann-Whitney U: A test for assessing whether two independent samples come from the same distribution. Tutor. Quant. Methods Psychol. 2008, 4, 13-20
    • (2008) Tutor. Quant. Methods Psychol , vol.4 , pp. 13-20
    • Nachar, N.1
  • 73
    • 0343303373 scopus 로고    scopus 로고
    • Quantification error versus location error in comparison of categorical maps
    • Pontius, R.G. Quantification error versus location error in comparison of categorical maps. Photogramm. Eng. Remote. Sens. 2000, 66, 1011-1016
    • (2000) Photogramm. Eng. Remote. Sens , vol.66 , pp. 1011-1016
    • Pontius, R.G.1
  • 74
    • 85055431082 scopus 로고    scopus 로고
    • (accessed on 13 August 2018)
    • Nearly Half a Million in Nepal Are Displaced from Their Homes; More Than 5, 000 Dead. Available online: https://www.pri.org/stories/2015-04-25/devastating-earthquake-leaves-more-thousand-deadand-rising-nepal (accessed on 13 August 2018)
    • More Than 5, 000 Dead
  • 75
    • 85055445220 scopus 로고    scopus 로고
    • (accessed on 13 August 2018)
    • Italy Earthquake: Death Toll Rises to 267, Nearly 400 Hospitalised, Authorities Say. Available online: http:// www.abc.net.au/news/2016-08-26/italy-quake-death-toll-rises-to-267-nearly-400-hospitalised/7789868 (accessed on 13 August 2018)
  • 76
    • 85055434294 scopus 로고    scopus 로고
    • (accessed on 13August 2018)
    • AftershocksDamageAccess Routes to Earthquake-Damaged Village. Available online: http://www.irishnews.com/ news/worldnews/2016/08/27/news/aftershocks-damage-access-routes-to-earthquake-damaged-village-669348/ (accessed on 13August 2018)
  • 77
    • 85055430201 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Hudhud Aftermath: Priority to Restore Power, Supply Essentials. Available online: http://www.thehindu.com/ news/cities/Visakhapatnam/hudhud-aftermath-priority-to-restore-power-supply-essentials/article6503909. ece (accessed on 26 June 2018)
  • 78
    • 85055422227 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Entergy Restores Power to Majority of Customers after Historic Flooding. Available online: http://www. tdworld.com/electric-utility-operations/entergy-restores-power-majority-customers-after-historic-flooding (accessed on 26 June 2018)
  • 79
    • 85055416785 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • A Dam Failure WarningWas Issued in Yulin, Shaanxi: The Reservoir Overflows and the Residents Need to Evacuate Immediately. Available online: http://news.china.com/domestic/945/20170726/31007133.html (accessed on 26 June 2018)
  • 80
    • 31444431842 scopus 로고    scopus 로고
    • Flood damage and influencing factors: New insights from the august 2002 flood in germany
    • Thieken, A.H.; Müller, M.; Kreibich, H.; Merz, B. Flood damage and influencing factors: New insights from the august 2002 flood in germany. Water Resour. Res. 2005, 41
    • (2005) Water Resour. Res , pp. 41
    • Thieken, A.H.1    Müller, M.2    Kreibich, H.3    Merz, B.4
  • 81
    • 85055419344 scopus 로고    scopus 로고
    • (accessed on 26 June 2018)
    • Colombia Landslide Leaves at Least 254 Dead and Hundreds Missing. Available online: https://www. theguardian.com/world/2017/apr/01/colombia-landslide-mocoa-putumayo-heavy-rains (accessed on 26 June 2018)
  • 82
    • 84987876223 scopus 로고    scopus 로고
    • Spectral reflectance and emissivity of man-made surfaces contaminated with environmental effects
    • Kerekes, J.P.; Strackerjan, K.; Salvaggio, C. Spectral reflectance and emissivity of man-made surfaces contaminated with environmental effects. Opt. Eng. 2008, 47, 106201
    • (2008) Opt. Eng , vol.47
    • Kerekes, J.P.1    Strackerjan, K.2    Salvaggio, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.