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* ''V''(''λ'') is the [[luminosity function]]
* ''V''(''λ'') is the [[luminosity function]]


The sums are to be taken using a step size of 1 nm.<ref name="Gdef" /> For lamps with absolutely no [[Emission spectrum|emissions]] below 500 nm (e.g. Low Pressure Sodium or PC Amber [[LED lamp|LED]]), the G-index would in principle be undefined. In practice, such lamps would be reported as having G greater than some value, due to the limits of measurement precision. The [[Regional Government of Andalusia]] has developed a [[spreadsheet]][http://www.juntadeandalucia.es/medioambiente/site/portalweb/menuitem.7e1cf46ddf59bb227a9ebe205510e1ca/?vgnextoid=1278accde3f33610VgnVCM1000001325e50aRCRD&vgnextchannel=60172de6577ba410VgnVCM1000001325e50aRCRD] to allow calculation of the G-index for any lamp for which the spectral power distribution is known, and it can also be calculated in the "Astrocalc" software.[http://carlostapia.es/software/software.html]
The sums are to be taken using a step size of 1 nm.<ref name="Gdef" /> For lamps with absolutely no [[Emission spectrum|emissions]] below 500 nm (e.g. Low Pressure Sodium or PC Amber [[LED lamp|LED]]), the G-index would in principle be undefined. In practice, such lamps would be reported as having G greater than some value, due to the limits of measurement precision. The [[Regional Government of Andalusia]] has developed a [[spreadsheet]]<ref>{{Cite web|url=http://www.juntadeandalucia.es/medioambiente/site/portalweb/menuitem.7e1cf46ddf59bb227a9ebe205510e1ca/?vgnextoid=1278accde3f33610VgnVCM1000001325e50aRCRD&vgnextchannel=60172de6577ba410VgnVCM1000001325e50aRCRD|title=Índice espectral G|website=www.juntadeandalucia.es|language=es-ES|access-date=2019-04-01}}</ref> to allow calculation of the G-index for any lamp for which the spectral power distribution is known, and it can also be calculated in the "Astrocalc" software.<ref>{{Cite web|url=http://carlostapia.es/software/software.html|title=LICA AstroCalc - Comparador de filtros y cámaras|last=|first=|date=|website=carlostapia.es|archive-url=|archive-date=|dead-url=|access-date=2019-04-01}}</ref>


The G-index does not directly measure light pollution, but rather says something about the color of light coming from a lamp. For example, since the equation defining G-index is normalised to total flux, if twice as many lamps are used, the G-index would not change; it is a measure of fractional light, not total light. Similarly, the definition of G-index does not include the direction in which light shines, so it is not directly related to skyglow, which depends strongly on direction.<ref name="Aube_2015" />
The G-index does not directly measure light pollution, but rather says something about the color of light coming from a lamp. For example, since the equation defining G-index is normalised to total flux, if twice as many lamps are used, the G-index would not change; it is a measure of fractional light, not total light. Similarly, the definition of G-index does not include the direction in which light shines, so it is not directly related to skyglow, which depends strongly on direction.<ref name="Aube_2015" />
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== Rationale ==
== Rationale ==


The ongoing global switch from (mainly) orange [[Sodium-vapor lamp|high pressure sodium]] lamps for street lighting to (mainly) white LEDs has resulted in a shift towards broad spectrum light, with greater short wavelength (blue) emissions.<ref name="Davies">{{cite journal |last1=Davies |first1=Thomas W. |last2=Smyth |first2=Tim |title=Why artificial light at night should be a focus for global change research in the 21st century |journal=Global Change Biology |date=10 November 2017 |volume=24 |issue=3 |pages=872–882 |doi=10.1111/gcb.13927}}</ref> This switch is problematic from the perspective of increased astronomical and ecological light pollution. Short wavelength light is more likely to [[scattering|scatter]] in the [[atmosphere]], and therefore produces more artificial skyglow than an equivalent amount of longer wavelength light.<ref name="PNNL">{{cite techreport |last1=Kinzey |first1=Bruce |last2=Perrin |first2=Tess |last3=Miller |first3=Naomi |last4=Kocifaj |first4=Miroslav |last5=Aubé |first5=Martin |last6=Solano Lamphar |first6=Héctor |title=An Investigation of LED Street Lighting's Impact on Sky Glow |institution=Pacific Northwest National Lab |date=2017 |number= PNNL-26411 |url=https://www.osti.gov/biblio/1418092 |accessdate=12 February 2019}}</ref><ref name="Aube_2015">{{cite journal |last1=[[:fr:Martin Aubé|Aube]] |first1=M. |title=Physical behaviour of anthropogenic light propagation into the nocturnal environment |journal=Philosophical Transactions of the Royal Society B: Biological Sciences |date=16 March 2015 |volume=370 |issue=1667 |pages=20140117–20140117 |doi=10.1098/rstb.2014.0117}}</ref><ref name="Luginbuhl">{{cite journal |last1=Luginbuhl |first1=Christian B. |last2=Boley |first2=Paul A. |last3=Davis |first3=Donald R. |title=The impact of light source spectral power distribution on sky glow |journal=Journal of Quantitative Spectroscopy and Radiative Transfer |date=May 2014 |volume=139 |pages=21–26 |doi=10.1016/j.jqsrt.2013.12.004}}</ref> Additionally, both broad spectrum (white) light and short wavelength light tend to have a greater overall ecological impacts than narrow band and long wavelength visible light. <ref name="NPS_2016">{{cite techreport |last1=Longcore |first1=Travis |last2=Rich |first2=Catherine |last3=DelBusso |first3=Leigha |title=Artificial Night Lighting and Protected Lands / Ecological Effects and Management Approaches |date=2016 |number= NPS/NRSS/NSNS/NRR--2016/1213 |url=https://irma.nps.gov/DataStore/DownloadFile/582058 |accessdate=12 February 2019}}</ref><ref name="Longcore_2018">{{cite journal |last1=Longcore |first1=Travis |last2=Rodríguez |first2=Airam |last3=Witherington |first3=Blair |last4=Penniman |first4=Jay F. |last5=Herf |first5=Lorna |last6=Herf |first6=Michael |title=Rapid assessment of lamp spectrum to quantify ecological effects of light at night |journal=Journal of Experimental Zoology Part A: Ecological and Integrative Physiology |date=October 2018 |volume=329 |issue=8-9 |pages=511–521 |doi=10.1002/jez.2184}}</ref> For this reason, lighting guidelines, recommendations, norms, and [[legislation]] frequently place limits on blue light emissions. For example, the "[[Light fixture|fixture]] seal of approval" program of the [[International Dark-Sky Association]] limits lights to have a [[Color Temperature|correlated color temperature]] (CCT) below 3000 [[Kelvin|K]], while the national [[France|French]] light pollution [[law]] restricts CCT to maximum 3000 K in most areas, and 2400 K or 2700 K in [[protected area|protected areas]] such as [[nature reserve|nature reserves]]. <ref name="IDA_FSA">{{cite web |title=Fixture Seal of Approval |url=https://www.darksky.org/our-work/lighting/lighting-for-industry/fsa/ |publisher=International Dark-Sky Association |accessdate=12 February 2019}}</ref><ref name="France_law">{{cite web |title=Arrêté du 27 décembre 2018 relatif à la prévention, à la réduction et à la limitation des nuisances lumineuses {{!}} Legifrance |url=https://www.legifrance.gouv.fr/eli/arrete/2018/12/27/TREP1831126A/jo/texte |website=www.legifrance.gouv.fr |accessdate=12 February 2019}}</ref>
The ongoing global switch from (mainly) orange [[Sodium-vapor lamp|high pressure sodium]] lamps for street lighting to (mainly) white LEDs has resulted in a shift towards broad spectrum light, with greater short wavelength (blue) emissions.<ref name="Davies">{{cite journal |last1=Davies |first1=Thomas W. |last2=Smyth |first2=Tim |title=Why artificial light at night should be a focus for global change research in the 21st century |journal=Global Change Biology |date=10 November 2017 |volume=24 |issue=3 |pages=872–882 |doi=10.1111/gcb.13927}}</ref> This switch is problematic from the perspective of increased astronomical and ecological light pollution. Short wavelength light is more likely to [[scattering|scatter]] in the [[atmosphere]], and therefore produces more artificial skyglow than an equivalent amount of longer wavelength light.<ref name="PNNL">{{cite techreport |last1=Kinzey |first1=Bruce |last2=Perrin |first2=Tess |last3=Miller |first3=Naomi |last4=Kocifaj |first4=Miroslav |last5=Aubé |first5=Martin |last6=Solano Lamphar |first6=Héctor |title=An Investigation of LED Street Lighting's Impact on Sky Glow |institution=Pacific Northwest National Lab |date=2017 |number= PNNL-26411 |url=https://www.osti.gov/biblio/1418092 |accessdate=12 February 2019}}</ref><ref name="Aube_2015">{{cite journal |last1=[[:fr:Martin Aubé|Aube]] |first1=M. |title=Physical behaviour of anthropogenic light propagation into the nocturnal environment |journal=Philosophical Transactions of the Royal Society B: Biological Sciences |date=16 March 2015 |volume=370 |issue=1667 |pages=20140117–20140117 |doi=10.1098/rstb.2014.0117}}</ref><ref name="Luginbuhl">{{cite journal |last1=Luginbuhl |first1=Christian B. |last2=Boley |first2=Paul A. |last3=Davis |first3=Donald R. |title=The impact of light source spectral power distribution on sky glow |journal=Journal of Quantitative Spectroscopy and Radiative Transfer |date=May 2014 |volume=139 |pages=21–26 |doi=10.1016/j.jqsrt.2013.12.004}}</ref> Additionally, both broad spectrum (white) light and short wavelength light tend to have a greater overall ecological impacts than narrow band and long wavelength visible light.<ref name="NPS_2016">{{cite techreport |last1=Longcore |first1=Travis |last2=Rich |first2=Catherine |last3=DelBusso |first3=Leigha |title=Artificial Night Lighting and Protected Lands / Ecological Effects and Management Approaches |date=2016 |number= NPS/NRSS/NSNS/NRR--2016/1213 |url=https://irma.nps.gov/DataStore/DownloadFile/582058 |accessdate=12 February 2019}}</ref><ref name="Longcore_2018">{{cite journal |last1=Longcore |first1=Travis |last2=Rodríguez |first2=Airam |last3=Witherington |first3=Blair |last4=Penniman |first4=Jay F. |last5=Herf |first5=Lorna |last6=Herf |first6=Michael |title=Rapid assessment of lamp spectrum to quantify ecological effects of light at night |journal=Journal of Experimental Zoology Part A: Ecological and Integrative Physiology |date=October 2018 |volume=329 |issue=8-9 |pages=511–521 |doi=10.1002/jez.2184}}</ref> For this reason, lighting guidelines, recommendations, norms, and [[legislation]] frequently place limits on blue light emissions. For example, the "[[Light fixture|fixture]] seal of approval" program of the [[International Dark-Sky Association]] limits lights to have a [[Color Temperature|correlated color temperature]] (CCT) below 3000 [[Kelvin|K]], while the national [[France|French]] light pollution [[law]] restricts CCT to maximum 3000 K in most areas, and 2400 K or 2700 K in [[protected area|protected areas]] such as [[nature reserve|nature reserves]]. <ref name="IDA_FSA">{{cite web |title=Fixture Seal of Approval |url=https://www.darksky.org/our-work/lighting/lighting-for-industry/fsa/ |publisher=International Dark-Sky Association |accessdate=12 February 2019}}</ref><ref name="France_law">{{cite web |title=Arrêté du 27 décembre 2018 relatif à la prévention, à la réduction et à la limitation des nuisances lumineuses {{!}} Legifrance |url=https://www.legifrance.gouv.fr/eli/arrete/2018/12/27/TREP1831126A/jo/texte |website=www.legifrance.gouv.fr |accessdate=12 February 2019}}</ref>


The problem with these approaches is that CCT is not perfectly correlated with blue light emissions. Lamps with identical CCT can have quite different fractional blue light emissions.<ref name="DGE" /><ref name="JRC_GPP">{{cite techreport |last1=Donatello |first1=Shane |last2=Rodríguez Quintero |first2=Rocío |last3=Gama Caldas |first3=Miguel |last4=Wolf |first4=Oliver |last5=Van Tichelen |first5=Paul |last6=Van Hoof |first6=Veronique |last7=Geerken |first7=Theo |title=Revision of the EU Green Public Procurement Criteria for Road Lighting and traffic signals |number= EUR 29631 EN |institution=Joint Research Centre |date=2019 |url=http://publications.jrc.ec.europa.eu/repository/bitstream/JRC115406/jrc115406_eugpp_road_lighting_technical_report.pdf |accessdate=12 February 2019}}</ref> This is because CCT is based upon comparison to a [[blackbody]] light source, which is a poor approximation for [[LED|LEDs]] and [[gas-discharge lamp|vapor discharge lamps]] such as high pressure sodium.<ref name="aube_2013">{{cite journal |last1=Aubé |first1=Martin |last2=Roby |first2=Johanne |last3=Kocifaj |first3=Miroslav |last4=Yamazaki |first4=Shin |title=Evaluating Potential Spectral Impacts of Various Artificial Lights on Melatonin Suppression, Photosynthesis, and Star Visibility |journal=PLoS ONE |date=5 July 2013 |volume=8 |issue=7 |pages=e67798 |doi=10.1371/journal.pone.0067798}}</ref> The G-index was therefore developed for use in [[decision making]] for the purchase of outdoor lamps and in lighting regulations as an improved alternative to the CCT metric.<ref name="JRC_GPP" />
The problem with these approaches is that CCT is not perfectly correlated with blue light emissions. Lamps with identical CCT can have quite different fractional blue light emissions.<ref name="DGE" /><ref name="JRC_GPP">{{cite techreport |last1=Donatello |first1=Shane |last2=Rodríguez Quintero |first2=Rocío |last3=Gama Caldas |first3=Miguel |last4=Wolf |first4=Oliver |last5=Van Tichelen |first5=Paul |last6=Van Hoof |first6=Veronique |last7=Geerken |first7=Theo |title=Revision of the EU Green Public Procurement Criteria for Road Lighting and traffic signals |number= EUR 29631 EN |institution=Joint Research Centre |date=2019 |url=http://publications.jrc.ec.europa.eu/repository/bitstream/JRC115406/jrc115406_eugpp_road_lighting_technical_report.pdf |accessdate=12 February 2019}}</ref> This is because CCT is based upon comparison to a [[blackbody]] light source, which is a poor approximation for [[LED|LEDs]] and [[gas-discharge lamp|vapor discharge lamps]] such as high pressure sodium.<ref name="aube_2013">{{cite journal |last1=Aubé |first1=Martin |last2=Roby |first2=Johanne |last3=Kocifaj |first3=Miroslav |last4=Yamazaki |first4=Shin |title=Evaluating Potential Spectral Impacts of Various Artificial Lights on Melatonin Suppression, Photosynthesis, and Star Visibility |journal=PLoS ONE |date=5 July 2013 |volume=8 |issue=7 |pages=e67798 |doi=10.1371/journal.pone.0067798}}</ref> The G-index was therefore developed for use in [[decision making]] for the purchase of outdoor lamps and in lighting regulations as an improved alternative to the CCT metric.<ref name="JRC_GPP" />
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== Use ==
== Use ==


In 2019, the [[European Commission|European Commission's]] [[Joint Research Centre]] incorporated the G-index into their guidelines for the [[Sustainable procurement|Green Public Procurement]] of road lighting.<ref name="JRC_GPP" /> Specifically, in areas needing protection for astronomical or ecological reasons, they recommend the use of the G-index instead of CCT in making lighting decisions, because the G-index more accurately quantifies the amount of blue light.<ref name="JRC_GPP" /> In their "core criteria", they recommend that "in [[parks]], [[gardens]] and areas considered by the procurer to be ecologically sensitive, the G-index shall be ≥1.5". In the case that G-index could for some reason not be [[calculation|calculated]], they suggest that CCT≤3000 K is likely to satisfy this criteria. In the more strict "comprehensive criteria", they recommend that parks and ecologically sensitive areas or areas at specified [[distance|distances]] from [[optics|optical]] astronomy observatories have a G-index greater than or equal to 2.0. Again, in this case if calculating the G-index is not possible, CCT≤2700 K is suggested.<ref name="JRC_GPP" />
In 2019, the [[European Commission|European Commission's]] [[Joint Research Centre]] incorporated the G-index into their guidelines for the [[Sustainable procurement|Green Public Procurement]] of road lighting. Specifically, in areas needing protection for astronomical or ecological reasons, they recommend the use of the G-index instead of CCT in making lighting decisions, because the G-index more accurately quantifies the amount of blue light. In their "core criteria", they recommend that "in [[parks]], [[gardens]] and areas considered by the procurer to be ecologically sensitive, the G-index shall be ≥1.5". In the case that G-index could for some reason not be [[calculation|calculated]], they suggest that CCT≤3000 K is likely to satisfy this criteria. In the more strict "comprehensive criteria", they recommend that parks and ecologically sensitive areas or areas at specified [[distance|distances]] from [[optics|optical]] astronomy observatories have a G-index greater than or equal to 2.0. Again, in this case if calculating the G-index is not possible, CCT≤2700 K is suggested.<ref name="JRC_GPP" />


The G-index is planned to be used by the Regional Government of Andalusia, specifically for the purpose of protecting the [[night sky]].<ref name="Gdef" /> Depending on the "environmental zone", the regulation requires lighting to have a G value above 2, 1.5, or 1. In areas where astronomical activities are ongoing, it is expected that only [[Spectral color|monochromatic]] or quasi-monochromatic lamps will be used, with G>3.5 and in principle only emissions in the interval 585-605 nm.<ref name="Gdef" />
The G-index is planned to be used by the Regional Government of Andalusia, specifically for the purpose of protecting the [[night sky]]. Depending on the "environmental zone", the regulation requires lighting to have a G value above 2, 1.5, or 1. In areas where astronomical activities are ongoing, it is expected that only [[Spectral color|monochromatic]] or quasi-monochromatic lamps will be used, with G>3.5 and in principle only emissions in the interval 585-605 nm.<ref name="Gdef" />


== References ==
== References ==

Revision as of 23:41, 1 April 2019

The spectral G-Index is a variable that was developed to quantify the amount of short wavelength light in a visible light source relative to its visible emission (it is a measure of the amount of blue light per lumen). The smaller the G-index, the more blue, violet, or ultraviolet light a lamp emits relative to its total output. It is used in order to select outdoor lamps that minimize skyglow and ecological light pollution. The G-index was originally proposed by David Galadí Enríque, an astrophysicist at Calar Alto Observatory.[1][2]

Definition

Different colored "white" lamps
Lamps with very different color temperatures will usually also have different G-indexes. Lamps with higher color temperatures have more blue light, and will therefore usually have lower G-index.

The G-index is grounded in the system of astronomical photometry, and is defined as follows[1]:

where

The sums are to be taken using a step size of 1 nm.[1] For lamps with absolutely no emissions below 500 nm (e.g. Low Pressure Sodium or PC Amber LED), the G-index would in principle be undefined. In practice, such lamps would be reported as having G greater than some value, due to the limits of measurement precision. The Regional Government of Andalusia has developed a spreadsheet[3] to allow calculation of the G-index for any lamp for which the spectral power distribution is known, and it can also be calculated in the "Astrocalc" software.[4]

The G-index does not directly measure light pollution, but rather says something about the color of light coming from a lamp. For example, since the equation defining G-index is normalised to total flux, if twice as many lamps are used, the G-index would not change; it is a measure of fractional light, not total light. Similarly, the definition of G-index does not include the direction in which light shines, so it is not directly related to skyglow, which depends strongly on direction.[5]

Rationale

The ongoing global switch from (mainly) orange high pressure sodium lamps for street lighting to (mainly) white LEDs has resulted in a shift towards broad spectrum light, with greater short wavelength (blue) emissions.[6] This switch is problematic from the perspective of increased astronomical and ecological light pollution. Short wavelength light is more likely to scatter in the atmosphere, and therefore produces more artificial skyglow than an equivalent amount of longer wavelength light.[7][5][8] Additionally, both broad spectrum (white) light and short wavelength light tend to have a greater overall ecological impacts than narrow band and long wavelength visible light.[9][10] For this reason, lighting guidelines, recommendations, norms, and legislation frequently place limits on blue light emissions. For example, the "fixture seal of approval" program of the International Dark-Sky Association limits lights to have a correlated color temperature (CCT) below 3000 K, while the national French light pollution law restricts CCT to maximum 3000 K in most areas, and 2400 K or 2700 K in protected areas such as nature reserves. [11][12]

The problem with these approaches is that CCT is not perfectly correlated with blue light emissions. Lamps with identical CCT can have quite different fractional blue light emissions.[2][13] This is because CCT is based upon comparison to a blackbody light source, which is a poor approximation for LEDs and vapor discharge lamps such as high pressure sodium.[14] The G-index was therefore developed for use in decision making for the purchase of outdoor lamps and in lighting regulations as an improved alternative to the CCT metric.[13]

Use

In 2019, the European Commission's Joint Research Centre incorporated the G-index into their guidelines for the Green Public Procurement of road lighting. Specifically, in areas needing protection for astronomical or ecological reasons, they recommend the use of the G-index instead of CCT in making lighting decisions, because the G-index more accurately quantifies the amount of blue light. In their "core criteria", they recommend that "in parks, gardens and areas considered by the procurer to be ecologically sensitive, the G-index shall be ≥1.5". In the case that G-index could for some reason not be calculated, they suggest that CCT≤3000 K is likely to satisfy this criteria. In the more strict "comprehensive criteria", they recommend that parks and ecologically sensitive areas or areas at specified distances from optical astronomy observatories have a G-index greater than or equal to 2.0. Again, in this case if calculating the G-index is not possible, CCT≤2700 K is suggested.[13]

The G-index is planned to be used by the Regional Government of Andalusia, specifically for the purpose of protecting the night sky. Depending on the "environmental zone", the regulation requires lighting to have a G value above 2, 1.5, or 1. In areas where astronomical activities are ongoing, it is expected that only monochromatic or quasi-monochromatic lamps will be used, with G>3.5 and in principle only emissions in the interval 585-605 nm.[1]

References

  1. ^ a b c d Junte de Andalucia (2018). Índice espectral G (PDF) (Technical report). Retrieved 12 February 2019.
  2. ^ a b Galadí-Enríquez, D. (February 2018). "Beyond CCT: The spectral index system as a tool for the objective, quantitative characterization of lamps". Journal of Quantitative Spectroscopy and Radiative Transfer. 206: 399–408. doi:10.1016/j.jqsrt.2017.12.011.
  3. ^ "Índice espectral G". www.juntadeandalucia.es (in European Spanish). Retrieved 2019-04-01.
  4. ^ "LICA AstroCalc - Comparador de filtros y cámaras". carlostapia.es. Retrieved 2019-04-01. {{cite web}}: Cite has empty unknown parameter: |dead-url= (help)
  5. ^ a b Aube, M. [in French] (16 March 2015). "Physical behaviour of anthropogenic light propagation into the nocturnal environment". Philosophical Transactions of the Royal Society B: Biological Sciences. 370 (1667): 20140117–20140117. doi:10.1098/rstb.2014.0117.
  6. ^ Davies, Thomas W.; Smyth, Tim (10 November 2017). "Why artificial light at night should be a focus for global change research in the 21st century". Global Change Biology. 24 (3): 872–882. doi:10.1111/gcb.13927.
  7. ^ Kinzey, Bruce; Perrin, Tess; Miller, Naomi; Kocifaj, Miroslav; Aubé, Martin; Solano Lamphar, Héctor (2017). An Investigation of LED Street Lighting's Impact on Sky Glow (Technical report). Pacific Northwest National Lab. PNNL-26411. Retrieved 12 February 2019.
  8. ^ Luginbuhl, Christian B.; Boley, Paul A.; Davis, Donald R. (May 2014). "The impact of light source spectral power distribution on sky glow". Journal of Quantitative Spectroscopy and Radiative Transfer. 139: 21–26. doi:10.1016/j.jqsrt.2013.12.004.
  9. ^ Longcore, Travis; Rich, Catherine; DelBusso, Leigha (2016). Artificial Night Lighting and Protected Lands / Ecological Effects and Management Approaches (Technical report). NPS/NRSS/NSNS/NRR--2016/1213. Retrieved 12 February 2019.
  10. ^ Longcore, Travis; Rodríguez, Airam; Witherington, Blair; Penniman, Jay F.; Herf, Lorna; Herf, Michael (October 2018). "Rapid assessment of lamp spectrum to quantify ecological effects of light at night". Journal of Experimental Zoology Part A: Ecological and Integrative Physiology. 329 (8–9): 511–521. doi:10.1002/jez.2184.
  11. ^ "Fixture Seal of Approval". International Dark-Sky Association. Retrieved 12 February 2019.
  12. ^ "Arrêté du 27 décembre 2018 relatif à la prévention, à la réduction et à la limitation des nuisances lumineuses | Legifrance". www.legifrance.gouv.fr. Retrieved 12 February 2019.
  13. ^ a b c Donatello, Shane; Rodríguez Quintero, Rocío; Gama Caldas, Miguel; Wolf, Oliver; Van Tichelen, Paul; Van Hoof, Veronique; Geerken, Theo (2019). Revision of the EU Green Public Procurement Criteria for Road Lighting and traffic signals (PDF) (Technical report). Joint Research Centre. EUR 29631 EN. Retrieved 12 February 2019.
  14. ^ Aubé, Martin; Roby, Johanne; Kocifaj, Miroslav; Yamazaki, Shin (5 July 2013). "Evaluating Potential Spectral Impacts of Various Artificial Lights on Melatonin Suppression, Photosynthesis, and Star Visibility". PLoS ONE. 8 (7): e67798. doi:10.1371/journal.pone.0067798.{{cite journal}}: CS1 maint: unflagged free DOI (link)