Publication:
Evolution of the energy consumed by street lighting in Spain estimated with DMSP-OLS data

Loading...
Thumbnail Image
Full text at PDC
Publication Date
2014-05
Authors
Sánchez de Miguel, Alejandro
Gómez Castaño, José
Advisors (or tutors)
Editors
Journal Title
Journal ISSN
Volume Title
Publisher
Pergamon-Elsevier Science Ltd.
Citations
Google Scholar
Research Projects
Organizational Units
Journal Issue
Abstract
We present the results of the analysis of satellite imagery to study light pollution in Spain. Both calibrated and non-calibrated DMSP-OLS images were used. We describe the method to scale the non-calibrated DMSP-OLS images which allows us to use differential photometry techniques in order to study the evolution of the light pollution. Population data and DMSP-OLS satellite calibrated images for the year 2006 were compared to test the reliability of official statistics in public lighting consumption. We found a relationship between the population and the energy consumption which is valid for several regions. Finally the true evolution of the electricity consumption for street lighting in Spain from 1992 to 2010 was derived; it has been doubled in the last 18 years in most of the provinces. (C) 2013 Elsevier Ltd. All rights reserved,
Description
© Pergamon-Elsevier Science Ltd. This research was supported by an FPU grant (Formación de Profesorado Universitario) from the Spanish Ministry of Science and Innovation (MCINN) to Alejandro Sánchez de Miguel. This work has been partially funded by the Spanish MICINN (AYA2009-10368, AYA2012-30717, AYA2012-31277), by the Spanish program of International Campus of Excellence Moncloa (CEI) and by the Madrid Regional Government through the AstroMadrid Project (CAM S2009/ESP-1496, http://www.laeff.cabinta-csic.es/ projects/astromadrid/main/index.php). The support of the Spanish Network for Light Pollution Studies (Ministerio de Economía y Competitividad, Acción Complementaria AYA2011-15808-E) is acknowledged. Thanks goes also to Francisco Ocaña and Jessica Starkey for the critical review of this text.
Unesco subjects
Keywords
Citation
[1] Baugh K, Elvidge C, Ghosh T, Ziskin D (2011) Development of a 2009 Stable Lights Product using DMSPOLS data. Proceedings of the Asia Pacific Advanced Network [2] Cardiel, N.; Gorgas, J.; Gallego, J.; Serrano, A.; Zamorano, J.; García Vargas, M.; Gómez Cambronero, P.; Filgueira, J.M., Proper handling of random errors and distortions in astronomical data analysis, Astronomical Data Analysis II. Edited by Starck, Jean-Luc; Murtagh, Fionn D. Proceedings of the SPIE, Volume 4847, pp. 297-304 (2002) [3] Cinzano, P. (2000). The growth of light pollution in north-eastern Italy from 1960 to 1995. Memorie della Società astronomica italiana, 71, 159. [4] Cinzano, P., Falchi, F., & Elvidge, C. D. (2002). Naked‐eye star visibility and limiting magnitude mapped from DMSP-OLS satellite data. Monthly Notices of the Royal Astronomical Society, 323(1), 34-46. [5] Cinzano, P., Falchi, F., & Elvidge, C. D. (2002). The first world atlas of the artificial night sky brightness. Monthly Notices of the Royal Astronomical Society, 328(3), 689-707. [6] Cinzano, P., Falchi, F., Elvidge, C. D., & Baugh, K. E. (2003). The artificial night sky brightness mapped from DMSP satellite Operational Linescan System measurements. Monthly Notices of the Royal Astronomical Society,318(3), 641-657. [7] Cinzano, P., Falchi, F., Elvidge, C.D., Recent progress on a second world atlas of the night-sky brightness, World Conference in Defense of the Night Sky and the Right to Observe the Stars, 20-23 april 2007, La Palma. [8] Cinzano, P., & Falchi, F. (2012). The propagation of light pollution in the atmosphere. arXiv preprint arXiv:1209.2031. [9] Elvidge, C., Pettit, D., Imhoff, M., Nemani, R., Pack, D., & Cinzano, P. (2008, August). Observational considerations for moderate resolution nighttime lights. In Optical Engineering+Applications (pp. 70810V-70810V). International Society for Optics and Photonics. [10] Elvidge, C. D., Baugh, K. E., Kihn, E. A., Kroehl, H. W., & Davis, E. R. (1997). Mapping city lights with nighttime data from the DMSP Operational Linescan System. Photogrammetric Engineering and Remote Sensing, 63(6), 727-734. [11] Elvidge, C., Baugh, K., Hobson, V., Kihn, E., Kroehl, H., Davis, E., & Cocero, D. (1997). Satellite inventory of human settlements using nocturnal radiation emissions: a contribution for the global toolchest. Global Change Biology, 3(5), 387-395. [12] Elvidge, C. D., Baugh, K. E., Kihn, E. A., Kroehl, H. W., Davis, E. R., & Davis, C. W. (1997). Relation between satellite observed visible-near infrared emissions, population, economic activity and electric power consumption. International Journal of Remote Sensing, 18(6), 1373-1379. [13] Elvidge, C. D., Baugh, K. E., Dietz, J. B., Bland, T., Sutton, P. C., & Kroehl, H. W. (1999). Radiance calibration of DMSP-OLS low-light imaging data of human settlements. Remote Sensing of Environment, 68(1), 77-88. [14] Elvidge, C. D., Cinzano, P., Pettit, D. R., Arvesen, J., Sutton, P., Small, C., ... & Ebener, S. (2007). The Nightsat mission concept. International Journal of Remote Sensing, 28(12), 2645-2670. [15] Elvidge, C. D., Daniel Ziskin, Kimberly E. Baugh, Benjamin T. Tuttle, Tilottama Ghosh, Dee W. Pack, Edward H. Erwin and Mikhail Zhizhin,A Fifteen Year Record of Global Natural Gas Flaring Derived from Satellite Data,Energies 2009, 2, 595-622; doi:10.3390/en20300595 [16] Gallaway, T., Olsen, R. N., & Mitchell, D. M. (2010). The economics of global light pollution. Ecological Economics, 69(3), 658-665. [17] Marín, C., Jafari, J., Orlando, G., Belmonte, J. A., Hernández, L. C., Castro, F. J. D., ... & Tenydea, S. L. www. starlight2007. Net. [18] Metcalf, J.P., Detecting and Characterizing nighttime lighting using multispectral and hyperspectral imaging, Thesis, Naval Postgraduate school, Monterrey California, December 2012. http://calhoun.nps.edu/public/handle/10945/27869 [19] Husi Letu, Masanao Hara, Hiroshi Yagi, Kazuhiro Naoki, Genen Tana, Fumihiko Nishio and Okada Shuhiei,Estimating energy consumption from night-time DMPS/OLS imagery after correcting for saturation effects,International Journal of Remote Sensing Vol. 31, No. 16, 20 August 2010, 4443–4458 [20] Imhoff, M. L., Lawrence, W. T., Elvidge, C. D., Paul, T., Levine, E., Privalsky, M. V., & Brown, V. (1997). Using nighttime DMSP/OLS images of city lights to estimate the impact of urban land use on soil resources in the United States.Remote Sensing of Environment, 59(1), 105-117. [21] Jehl, A., Farges, T., & Blanc, E. (2013). Color pictures of sprites from non‐dedicated observation on board the International Space Station. Journal of Geophysical Research: Space Physics. [22] Kuechly, H. U., Kyba, C., Ruhtz, T., Lindemann, C., Wolter, C., Fischer, J., & Hölker, F. (2012). Aerial survey and spatial analysis of sources of light pollution in Berlin, Germany. Remote Sensing of Environment, 126, 39-50. [23] Bhartendu Pandey, P.K. Joshi, Karen C. Seto,Monitoring urbanization dynamics in India using DMSP/OLS night time lights and SPOT-VGT data,International Journal of Applied Earth Observation and Geoinformation 23 (2013) 49–61 [24] Pindar, A., PapettiI, M., Public Procurement of Energy Saving Technologies in Europe (PROST)Report on the Country Study for Italy:Task 2a - Current Public Sector Purchasing, Building, and Replacement Practices Task 4b - PICO Feasibility Study. February 2002,Politecnico di Milano [25] Sánchez de Miguel, A. (2007). Differential Photometry Study of the European Light Emission to the Space. . In World Conference in Defence of the Night Sky and the Right to Observe the Stars, 20-23 april 2007, La Palma. [26] Sánchez de Miguel, A., & Zamorano Calvo, J. (2008). Light pollution in Spain. An european perspective. Highlights of Spanish Astrophysics V. http://eprints.ucm.es/12281/ [27] Sánchez de Miguel, A., Zamorano, J., Pila Díez, B., Rubio, J., Ruiz, R., Rodríguez Herranz, I., & González Pérez, A. (2011, November). Light pollution in Spain 2010. In Highlights of Spanish Astrophysics VI (Vol. 1, pp. 784-784). [28] Sánchez de Miguel, A., & Zamorano, J. (2011). Midiendo la contaminación del cielo desde el espacio. Física y sociedad, (21), 24-25. [29] Sánchez de Miguel, A., Zamorano, J., Gómez Castaño, J., Pascual Ramírez, S., López Cayuela, M. A., Gallego Maestro, J., ... & Challupner, P. (2012). Contaminación Lumínica en España 2012: Light Pollution in Spain 2012. Highlights of Spanish Astrophysics VII. http://eprints.ucm.es/15970/ [30] Sánchez de Miguel, A., Zamorano, J., Pascual, S., Ocaña, F., López Cayuela, M., Challupner, P., Gómez Castaño, J., Fernández Renau, A, Gómez, J.A., De Miguel, E., SpS17, Light Pollution: Protecting Astronomical Sites and Increasing Global Awareness through Education. Proceedings IAU Symposium, 2012 (in press) [31] Zamorano, J., Sánchez de Miguel, A.,, Ocaña, F, Castaño, J., El uso de imágenes de satélite para combatir la Contaminación Lumínica. (may 2013). AstronomíA. [32] P. Van Tichelen, T. Geerken, B. Jansen , M. Vanden Bosch, V. Van Hoof, L. Vanhooydonck, A. Vercalsteren, Final Report Lot 9: Public street lighting,2007/ETE/R/021 [33] Xi Li , Xiaoling Chen , Yousong Zhao , Jia Xu , Fengrui Chen & Hui Li (2013):Automatic intercalibration of night-time light imagery using robust regression, Remote Sensing Letters, 4:1, 45-54 [34] Zamorano, J., Sánchez de Miguel, A., Pascual Ramírez, S., Gómez Castaño, J., Ramírez Moreta, P., & Challupner, P. (2011). ISS nocturnal images as a scientific tool against Light Pollution. LICA report, April 2011. Version 1.8, http://eprints.ucm.es/12729/ [35] Naizhuo Zhao, Tilottama Ghosh & Eric L. Samson (2012): Mapping spatio-temporal changes of Chinese electric power consumption using night-time imagery, International Journal of Remote Sensing, 33:20, 6304-6320 [36] Ziskin D, Baugh K, Hsu FC, Ghosh T, Elvidge C (2010) Methods Used For the 2006 Radiance Lights Proceedings of the 30th Asia-Pacific Advanced Network Meeting, August 9-13, Hanoi, Vietnam [37] L. Zhuo, T. Ichinose, J. Zheng, J. Chen, P. J. Shi and X. Li, 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 Vol. 30, No. 4, 20 February 2009, 1003–1018 [38] Lighting Market Characterization Vol.1 National Lighting Inventory and Energy Consumption Estimate 9/02. http://www.netl.doe.gov/ssl/PDFs/lmc_vol1_final.pdf [39] Luginbuhl, C. B., Lockwood, G. W., Davis, D. R., Pick, K., & Selders, J. (2009). From the ground up I: light pollution sources in Flagstaff, Arizona. Publications of the Astronomical Society of the Pacific, 121(876), 185-203. [40] Estadística de la Industria de la Energía Eláctrica 2007., Madrid 2009, ISBN 978-84-96275-84-5, and others. http://www.minetur.gob.es/energia/balances/Publicaciones/ElectricasAnuales/Paginas/ElectricasAnuales.aspx [41] Mills, S. (2010, January). Calibration of the VIIRS Day/Night Band (DNB). InAmerican Meteorological Society 6th Annual Symposium on Future National Operational Environmental Satellite Systems-NPOESS and GOES-R (Vol. 9). [42] Pettit, D. (2008). Cities at Night, an Orbital Tour Around the World. NASA JSC Houston, TX, 77058(281), 244-8917. http://www.youtube.com/watch?v=eEiy4zepuVE [43] La energía en España 2004, Ministerio de Industria, Turismo y Comercio. http://www.minetur.gob.es/energia/balances/Balances/LibrosEnergia/Energia_2004.pdf [44] http://ngdc.noaa.gov/eog/interest/gas_flares.html [45] Townsend, A. C., & Bruce, D. A. (2010). The use of night-time lights satellite imagery as a measure of Australia's regional electricity consumption and population distribution. International Journal of Remote Sensing, 31(16), 4459-4480. [46] Small C, Elvidge C (2012) Night on Earth: Mapping decadal changes of anthropogenic night light in Asia. International Journal of Applied Earth Observation and Geoinformation. [47] Letu H, Hara M, Tana G, Nishio F (2012) A Saturated Light Correction Method for DMSP/OLS Nighttime Satellite Imagery. Geoscience and Remote Sensing, IEEE Transactions on, vol.50, no.2, pp.389,396. [48] Elvidge, C. D., Chapter in “Global Urban Monitoring and Assessment Through Earth Observation” Editor Qihao Weng. CRC Press. 2013 (In Press). [49] Kyba, C. C., Wagner, J. M., Kuechly, H. U., Walker, C. E., Elvidge, C. D., Falchi, F., ... & Hölker, F. (2013). Citizen Science Provides Valuable Data for Monitoring Global Night Sky Luminance. Scientific reports, 3.
Collections