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Author Jasiński, T.
Title Modeling electricity consumption using nighttime light images and artificial neural networks Type Journal Article
Year 2019 Publication Energy Abbreviated Journal Energy
Volume (down) 179 Issue Pages 831-842
Keywords Remote Sensing
Abstract The purpose of this paper is to model electricity consumption using Artificial Neural Networks (ANN). Total electricity consumption and consumption generated by households (HH) were modeled. The input variables of the ANN were based on nighttime light images from VIIRS DNB. Studies conducted thus far have covered mainly linear models. Most of case studies focused on single countries or groups of countries with only few focusing on the sub-national scale. This paper is pioneering in covering an area of Poland (Central Europe) at NUTS-2 level. The use of ANN enabled the modeling of the non-linear relations associated with the complex structure of electricity demand. Satellite data were collected for the period 2013–2016, and included images with improved quality (inter alia higher resolution), compared to the DMSP/OLS program. As images are available from April 2012 onwards, it is only recently that their number has become sufficient for ANN learning. The images were used to create models of multilayer perceptrons. The results achieved by ANN were compared with the results obtained using linear regressions. Studies have confirmed that electricity consumption can be determined with higher precision by the ANN method.
Address
Corporate Author Thesis
Publisher Place of Publication Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 0360-5442 ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number GFZ @ kyba @ Serial 2475
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Author Welz, P.-S.; Zinna, V.M.; Symeonidi, A.; Koronowski, K.B.; Kinouchi, K.; Smith, J.G.; Guillen, I.M.; Castellanos, A.; Crainiciuc, G.; Prats, N.; Caballero, J.M.; Hidalgo, A.; Sassone-Corsi, P.; Benitah, S.A.
Title BMAL1-Driven Tissue Clocks Respond Independently to Light to Maintain Homeostasis Type Journal Article
Year 2019 Publication Cell Abbreviated Journal Cell
Volume (down) 177 Issue 6 Pages 1436-1447.e12
Keywords Animals
Abstract Circadian rhythms control organismal physiology throughout the day. At the cellular level, clock regulation is established by a self-sustained Bmal1-dependent transcriptional oscillator network. However, it is still unclear how different tissues achieve a synchronized rhythmic physiology. That is, do they respond independently to environmental signals, or require interactions with each other to do so? We show that unexpectedly, light synchronizes the Bmal1-dependent circadian machinery in single tissues in the absence of Bmal1 in all other tissues. Strikingly, light-driven tissue autonomous clocks occur without rhythmic feeding behavior and are lost in constant darkness. Importantly, tissue-autonomous Bmal1 partially sustains homeostasis in otherwise arrhythmic and prematurely aging animals. Our results therefore support a two-branched model for the daily synchronization of tissues: an autonomous response branch, whereby light entrains circadian clocks without any commitment of other Bmal1-dependent clocks, and a memory branch using other Bmal1-dependent clocks to “remember” time in the absence of external cues.
Address Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, 08028 Barcelona, Spain; ICREA, Catalan Institution for Research and Advanced Studies, 08010 Barcelona, Spain. Electronic address: salvador.aznar-benitah@irbbarcelona.org
Corporate Author Thesis
Publisher Place of Publication Editor
Language English Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 0092-8674 ISBN Medium
Area Expedition Conference
Notes PMID:31150620 Approved no
Call Number GFZ @ kyba @ Serial 2513
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Author Touitou, Y.; Reinberg, A.; Touitou, D.
Title Association between light at night, melatonin secretion, sleep deprivation, and the internal clock: Health impacts and mechanisms of circadian disruption Type Journal Article
Year 2017 Publication Life Sciences Abbreviated Journal Life Sci
Volume (down) 173 Issue Pages 94-106
Keywords Review; Human Health
Abstract Exposure to Artificial Light At Night (ALAN) results in a disruption of the circadian system, which is deleterious to health. In industrialized countries, 75% of the total workforce is estimated to have been involved in shift work and night work. Epidemiologic studies, mainly of nurses, have revealed an association between sustained night work and a 50-100% higher incidence of breast cancer. The potential and multifactorial mechanisms of the effects include the suppression of melatonin secretion by ALAN, sleep deprivation, and circadian disruption. Shift and/or night work generally decreases the time spent sleeping, and it disrupts the circadian time structure. In the long run, this desynchronization is detrimental to health, as underscored by a large number of epidemiological studies that have uncovered elevated rates of several diseases, including cancer, diabetes, cardiovascular risks, obesity, mood disorders and age-related macular degeneration. It amounts to a public health issue in the light of the very substantial number of individuals involved. The IARC has classified shift work in group 2A of “probable carcinogens to humans” since “they involve a circadian disorganization”. Countermeasures to the effects of ALAN, such as melatonin, bright light, or psychotropic drugs, have been proposed as a means to combat circadian clock disruption and improve adaptation to shift and night work. We review the evidence for the ALAN impacts on health. Furthermore, we highlight the importance of an in-depth mechanistic understanding to combat the detrimental properties of exposure to ALAN and develop strategies of prevention.
Address UHSA – Groupe Hospitalier Paul Guiraud, 54, avenue de la Republique, 94806 Villejuif, France
Corporate Author Thesis
Publisher Place of Publication Editor
Language English Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 0024-3205 ISBN Medium
Area Expedition Conference
Notes PMID:28214594 Approved no
Call Number GFZ @ kyba @ Serial 2455
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Author Kienast, F.; Weiss, M.
Title Wie Lichtemissionen den Schweizer Wald seit 1992 erhellen Type Journal Article
Year 2019 Publication Schweizerische Zeitschrift fur Forstwesen Abbreviated Journal Schweizerische Zeitschrift fur Forstwesen
Volume (down) 170 Issue 1 Pages 18-23
Keywords Remote Sensing
Abstract How light emissions have been lighting up the Swiss forest since 1992

Light emissions increasingly light up the night sky. Worldwide and in Switzerland, there has been a marked increase over the last 20 to 30 years. This is problematic for biological-ecological and health reasons as well as for cultural reasons. At federal and cantonal level, there are various laws and technical standards governing light emissions. In order to monitor the success of these regulations, it is important to observe night-time brightness over longer periods and within larger areas. In Switzerland, this is done within the framework of the Swiss Landscape Observatory (LABES), which provides time series for night-time observations for the years 1992 to 2012. The present work uses satellite images to investigate the extent to which the Swiss forests are lighted up by nocturnal emissions from surrounding residential areas and infrastructures. It also examines the differences between the forest and open land (meadows, fields and remote areas far away from settlements above the treeline) and how the forested area without any detectable artificial light developed between 1992 and 2012. It is shown that the Swiss forests are more and more lighted up by surrounding light sources. With the exception of the Jura, night-time brightness in forest areas is even higher than in open land, which in the present study is dominated by areas above the treeline. The results can be explained by the relative proximity of the forest to residential areas. On the Plateau the last patch of forest without any detectable artificial light during the night disappeared in 2001, and in the Jura mountains in 2010: in the Alps there are still between 4% (Western Central Alps) and 16% (Southern Alps) forest areas without any detectable artificial light during night time. The last large dark areas are, however, not found in the forested area, but in the areas above the treeline. They should be given adequate protection against illumination, for example with large protection areas (“dark sky parks”).

Wie Lichtemissionen den Schweizer Wald seit 1992 erhellen

Lichtemissionen erhellen den Nachthimmel immer mehr. Weltweit und in der Schweiz ist in den letzten 20 bis 30 Jahren eine starke Zunahme festzustellen. Dies ist sowohl aus biologisch-ökologischen und gesundheitlichen als auch aus kulturellen Gründen problematisch. Auf Bundes- und Kantonsebene gibt es verschiedene Gesetze und technische Normen, welche die Lichtemissionen regeln. Für die Erfolgskontrolle dieser Vorschriften ist es wichtig, die Nachthelligkeit über längere Zeiträume und grössere Gebiete zu beobachten. Dies geschieht in der Schweiz im Rahmen der Landschaftsbeobachtung Schweiz (LABES), die für die Jahre 1992 bis 2012 Zeitserien zur Nachthelligkeit zur Verfügung stellt. In der vorliegenden Arbeit wird anhand von Satellitenbildern untersucht, wie stark der Schweizer Wald durch Lichtemissionen der umliegenden Siedlungen und Infrastrukturen aufgehellt wird, welche Unterschiede zum Offenland (Wiesen, Felder und siedlungsferne Gebiete über der Waldgrenze) bestehen und wie sich die Fläche des nachtdunklen Waldes zwischen 1992 und 2012 entwickelt hat. Es zeigt sich, dass die Schweizer Wälder zunehmend durch umliegende Lichtquellen aufgehellt sind. Mit Ausnahme des Juras ist die Nachthelligkeit in Waldgebieten sogar höher als im Offenland, das in der vorliegenden Untersuchung flächenmässig durch die Gebiete über der Waldgrenze dominiert wird. Die Resultate können mit der relativen Siedlungsnähe des Waldes erklärt werden. Während es im Mittelland ab 2001 und im Jura ab 2010 keine nachtdunklen Waldflächen mehr gibt, findet man in den Alpen je nach Region noch zwischen 4% (westliche Zentralalpen) und 16% (Alpensüdflanke) völlig nachtdunkle Waldflächen, d.h. Waldflächen ohne menschlichen Lichteinfluss. Die letzten grossen, völlig nachtdunklen Flächen liegen aber nicht im Waldareal, sondern in den Gebieten über der Waldgrenze. Sie sollten gegen Aufhellung besonders geschützt werden, zum Beispiel mit grossflächigen Schutzgebieten («dark sky parks»).

Comment les émissions lumineuses éclairent la forêt suisse depuis 1992

Le ciel nocturne est de plus en plus éclairé par les émissions lumineuses. On constate dans le monde entier et en Suisse une forte progression des émissions lumineuses ces dernières 20 à 30 années. Ceci est problématique aussi bien pour des raisons bioécologiques et sanitaires que culturelles. Différentes lois et normes techniques, aux niveaux de la Confédération et des cantons, règlent les émissions lumineuses. Il est important d'observer la clarté nocturne sur de longues périodes et de larges régions afin de contrôler le succès de ces mesures. Ceci est réalisé dans le cadre de l'Observation du paysage suisse (OPS) qui met à disposition des séries de données sur les émissions lumineuses pour les années 1992 à 2012. Ce travail examine à l'aide d'images satellites à quel point la forêt suisse est éclairée par les émissions lumineuses nocturnes issues des zones habitées et des infrastructures environnantes, les différences existantes avec les zones ouvertes (prés, champs et zones éloignées des habitats au-delà de la forêt) et comment se sont développées les surfaces nocturnes sombres de la forêt entre 1992 et 2012. Il est démontré que les forêts suisses sont de plus en plus éclairées par les sources lumineuses environnantes. A l'exception du Jura, la clarté nocturne est même plus importante en forêt que dans les surfaces ouvertes, qui dans cette étude sont essentiellement composées de surfaces au-delà de la forêt. Les résultats peuvent être expliqués par la proximité de la forêt avec les zones habitées. Alors qu'il n'existe plus de surfaces forestières sombres la nuit depuis 2001 sur le Plateau et 2010 dans le Jura, il existe encore dans les Alpes selon la région, 4% (Alpes centrales occidentales) et 16% (versant sud des Alpes), de surfaces forestières sombres durant la nuit, c'est à dire des surfaces forestières sans influence lumineuse anthropogénique. Les dernières grandes surfaces totalement sombres durant la nuit ne se situent toutefois pas en forêt, mais au-delà de la forêt. Elles devraient être protégées contre les émissions lumineuses, par exemple avec des grandes réserves («dark sky parks»).
Address
Corporate Author Thesis
Publisher Place of Publication Editor
Language German Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 0036-7818 ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number GFZ @ kyba @ Serial 2165
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Author Desouhant, E.; Gomes, E.; Mondy, N.; Amat, I.
Title Mechanistic, ecological, and evolutionary consequences of artificial light at night for insects: review and prospective Type Journal Article
Year 2019 Publication Entomologia Experimentalis et Applicata Abbreviated Journal Entomol Exp Appl
Volume (down) 167 Issue 1 Pages 37-58
Keywords Animals
Abstract The alternation of light and dark periods on a daily or seasonal time scale is of utmost importance for the synchronization of physiological and behavioral processes in the environment. For the last 2 decades, artificial light at night (ALAN) has strongly increased worldwide, disrupting the photoperiod and its related physiological processes, and impacting the survival and reproduction of wild animals. ALAN is now considered as a major concern for biodiversity and human health. Here, we present why insects are relevant biological models to investigate the impact of ALAN. First the phenotypic responses to ALAN and their underpinning mechanisms are reviewed. The consequences for population dynamics, and the community composition and functioning are described in the second part. Because ALAN provides new and widespread selective pressure, we inventory evolutionary changes in response to this anthropogenic change. Finally, we identify promising future avenues, focusing on the necessity of understanding evolutionary processes that could help stakeholders consider darkness as a resource to preserve biodiversity as well as numerous ecosystem services in which insects are involved.
Address
Corporate Author Thesis
Publisher Place of Publication Editor
Language Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 0013-8703 ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number GFZ @ kyba @ Serial 2195
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