Impact of Solar Activity on Climate Changes in Athens Region, Greece
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A Deep Learning Framework for Solar Phenomena Prediction
FlareNet: A Deep Learning Framework for Solar Phenomena Prediction FDL 2017 Solar Storm Team: Sean McGregor1, Dattaraj Dhuri1,2, Anamaria Berea1,3, and Andrés Muñoz-Jaramillo1,4 1NASA’s 2017 Frontier Development Laboratory 2Tata Institute of Fundamental Research (TIFR), Mumbai, India 3Center for Complexity in Business, University of Maryland, College Park, MD, USA 4SouthWest Research Institute, Boulder, CO, USA Abstract Solar activity can interfere with the normal operation of GPS satellites, the power grid, and space operations, but inadequate predictive models mean we have little warning for the arrival of newly disruptive solar activity. Petabytes of data col- lected from satellite instruments aboard the Solar Dynamics Observatory (SDO) provide a high-cadence, high-resolution, and many-channeled dataset of solar phenomena. Several challenging deep learning problems may be derived from the data, including space weather forecasting (i.e., solar flares, solar energetic particles, and coronal mass ejections). This work introduces a software framework, FlareNet, for experimentation within these problems. FlareNet includes compo- nents for the downloading and management of SDO data, visualization, and rapid experimentation. The system architecture is built to enable collaboration between heliophysicists and machine learning researchers on the topics of image regres- sion, image classification, and image segmentation. We specifically highlight the problem of solar flare prediction and offer insights from preliminary experiments. 1 Introduction The violent release of solar magnetic energy – collectively referred to as “space weather" – is responsible for a variety of phenomena that can disrupt technological assets. In particular, solar flares (sudden brightenings of the solar corona) and coronal mass ejections (CMEs; the violent release of solar plasma) can disrupt long-distance communications, reduce Global Positioning System (GPS) accuracy, degrade satellites, and disrupt the power grid [5]. -
21, El. Venizelou Ave., 102 50 ATHENS SECTION Tel.: 2103202049, Fax: 2103226371
LIST OF BANK BRANCHES (BY HEBIC) 30/06/2015 BANK OF GREECE HEBIC BRANCH NAME AREA ADDRESS TELEPHONE NUMBER / FAX 0100001 HEAD OFFICE SECRETARIAT ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS SECTION tel.: 2103202049, fax: 2103226371 0100002 HEAD OFFICE TENDER AND ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS PROCUREMENT SECTION tel.: 2103203473, fax: 2103231691 0100003 HEAD OFFICE HUMAN ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS RESOURCES SECTION tel.: 2103202090, fax: 2103203961 0100004 HEAD OFFICE DOCUMENT ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS MANAGEMENT SECTION tel.: 2103202198, fax: 2103236954 0100005 HEAD OFFICE PAYROLL ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS MANAGEMENT SECTION tel.: 2103202096, fax: 2103236930 0100007 HEAD OFFICE SECURITY ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS SECTION tel.: 2103202101, fax: 210 3204059 0100008 HEAD OFFICE SYSTEMIC CREDIT ATHENS CENTRE 3, Amerikis, 102 50 ATHENS INSTITUTIONS SUPERVISION SECTION A tel.: 2103205154, fax: …… 0100009 HEAD OFFICE BOOK ENTRY ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS SECURITIES MANAGEMENT SECTION tel.: 2103202620, fax: 2103235747 0100010 HEAD OFFICE ARCHIVES ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS SECTION tel.: 2103202206, fax: 2103203950 0100012 HEAD OFFICE RESERVES ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS MANAGEMENT BACK UP SECTION tel.: 2103203766, fax: 2103220140 0100013 HEAD OFFICE FOREIGN ATHENS CENTRE 21, El. Venizelou Ave., 102 50 ATHENS EXCHANGE TRANSACTIONS SECTION tel.: 2103202895, fax: 2103236746 0100014 HEAD OFFICE SYSTEMIC CREDIT ATHENS CENTRE 3, Amerikis, 102 50 ATHENS INSTITUTIONS SUPERVISION SECTION B tel.: 2103205041, fax: …… 0100015 HEAD OFFICE PAYMENT ATHENS CENTRE 3, Amerikis, 102 50 ATHENS SYSTEMS OVERSIGHT SECTION tel.: 2103205073, fax: …… 0100016 HEAD OFFICE ESCB PROJECTS CHALANDRI 341, Mesogeion Ave., 152 31 CHALANDRI AUDIT SECTION tel.: 2106799743, fax: 2106799713 0100017 HEAD OFFICE DOCUMENTARY ATHENS CENTRE 21, El. -
Space Weather Lecture 2: the Sun and the Solar Wind
Space Weather Lecture 2: The Sun and the Solar Wind Elena Kronberg (Raum 442) [email protected] Elena Kronberg: Space Weather Lecture 2: The Sun and the Solar Wind 1 / 39 The radiation power is '1.5 kW·m−2 at the distance of the Earth The Sun: facts Age = 4.5×109 yr Mass = 1.99×1030 kg (330,000 Earth masses) Radius = 696,000 km (109 Earth radii) Mean distance from Earth (1AU) = 150×106 km (215 solar radii) Equatorial rotation period = '25 days Mass loss rate = 109 kg·s−1 It takes sunlight 8 min to reach the Earth Elena Kronberg: Space Weather Lecture 2: The Sun and the Solar Wind 2 / 39 The Sun: facts Age = 4.5×109 yr Mass = 1.99×1030 kg (330,000 Earth masses) Radius = 696,000 km (109 Earth radii) Mean distance from Earth (1AU) = 150×106 km (215 solar radii) Equatorial rotation period = '25 days Mass loss rate = 109 kg·s−1 It takes sunlight 8 min to reach the Earth The radiation power is '1.5 kW·m−2 at the distance of the Earth Elena Kronberg: Space Weather Lecture 2: The Sun and the Solar Wind 2 / 39 The Solar interior Core: 1H +1 H !2 H + e+ + n + 0.42 MeV 1H +2 He !3 H + g + 5.5 MeV 3He +3 He !4 He + 21H + 12.8 MeV The radiative zone: electromagnetic radiation transports energy outwards The convection zone: energy is transported by convection The photosphere – layer which emits visible light The chromosphere is the Sun’s atmosphere. -
Multi-Spacecraft Analysis of the Solar Coronal Plasma
Multi-spacecraft analysis of the solar coronal plasma Von der Fakultät für Elektrotechnik, Informationstechnik, Physik der Technischen Universität Carolo-Wilhelmina zu Braunschweig zur Erlangung des Grades einer Doktorin der Naturwissenschaften (Dr. rer. nat.) genehmigte Dissertation von Iulia Ana Maria Chifu aus Bukarest, Rumänien eingereicht am: 11.02.2015 Disputation am: 07.05.2015 1. Referent: Prof. Dr. Sami K. Solanki 2. Referent: Prof. Dr. Karl-Heinz Glassmeier Druckjahr: 2016 Bibliografische Information der Deutschen Nationalbibliothek Die Deutsche Nationalbibliothek verzeichnet diese Publikation in der Deutschen Nationalbibliografie; detaillierte bibliografische Daten sind im Internet über http://dnb.d-nb.de abrufbar. Dissertation an der Technischen Universität Braunschweig, Fakultät für Elektrotechnik, Informationstechnik, Physik ISBN uni-edition GmbH 2016 http://www.uni-edition.de © Iulia Ana Maria Chifu This work is distributed under a Creative Commons Attribution 3.0 License Printed in Germany Vorveröffentlichung der Dissertation Teilergebnisse aus dieser Arbeit wurden mit Genehmigung der Fakultät für Elektrotech- nik, Informationstechnik, Physik, vertreten durch den Mentor der Arbeit, in folgenden Beiträgen vorab veröffentlicht: Publikationen • Mierla, M., Chifu, I., Inhester, B., Rodriguez, L., Zhukov, A., 2011, Low polarised emission from the core of coronal mass ejections, Astronomy and Astrophysics, 530, L1 • Chifu, I., Inhester, B., Mierla, M., Chifu, V., Wiegelmann, T., 2012, First 4D Recon- struction of an Eruptive Prominence -
The 2015 Senior Review of the Heliophysics Operating Missions
The 2015 Senior Review of the Heliophysics Operating Missions June 11, 2015 Submitted to: Steven Clarke, Director Heliophysics Division, Science Mission Directorate Jeffrey Hayes, Program Executive for Missions Operations and Data Analysis Submitted by the 2015 Heliophysics Senior Review panel: Arthur Poland (Chair), Luca Bertello, Paul Evenson, Silvano Fineschi, Maura Hagan, Charles Holmes, Randy Jokipii, Farzad Kamalabadi, KD Leka, Ian Mann, Robert McCoy, Merav Opher, Christopher Owen, Alexei Pevtsov, Markus Rapp, Phil Richards, Rodney Viereck, Nicole Vilmer. i Executive Summary The 2015 Heliophysics Senior Review panel undertook a review of 15 missions currently in operation in April 2015. The panel found that all the missions continue to produce science that is highly valuable to the scientific community and that they are an excellent investment by the public that funds them. At the top level, the panel finds: • NASA’s Heliophysics Division has an excellent fleet of spacecraft to study the Sun, heliosphere, geospace, and the interaction between the solar system and interstellar space as a connected system. The extended missions collectively contribute to all three of the overarching objectives of the Heliophysics Division. o Understand the changing flow of energy and matter throughout the Sun, Heliosphere, and Planetary Environments. o Explore the fundamental physical processes of space plasma systems. o Define the origins and societal impacts of variability in the Earth/Sun System. • All the missions reviewed here are needed in order to study this connected system. • Progress in the collection of high quality data and in the application of these data to computer models to better understand the physics has been exceptional. -
Revelation Chapter 3 Jesus Writes to the Churches at Sardis, Philadelphia
TO THE CHURCHES AT SARDIS, PHILADELPHIA, AND LAODICEA REVELATION CHAPTER 3 VERSE BY VERSE COMMENTARY SUMMARY OF REVELATION CHAPTER 3 In Revelation chapter 3 Jesus tells the church at Sardis they have a reputation of being alive but are dead! Jesus tells them to wake up, and if they do not wake up, He will come like a thief, and they will not know at what time He will come to them. Jesus tells the church at Philadelphia that He knows their deeds. They have little strength, yet they have kept His word and have not denied His name. Since they have kept His command to endure patiently, Jesus will also keep them from the hour of trial that is going to come on the whole world to test the inhabitants of the earth. Jesus tells the church at Laodicea He knows their deeds, that they are neither cold nor hot. Jesus wishes they were either one or the other! “So, because you are lukewarm—neither hot nor cold—I am about to spit you out of my mouth.” You say, ‘I am rich; I have acquired wealth and do not need a thing.’ “But you do not realize that you are wretched, pitiful, poor, blind and naked. I counsel you to buy from me gold refined in the fire, so you can become rich; and white clothes to wear.” ANCIENT LAODICEA STONE WITH GREEK INSCRIPTION 1 © 2020 Revelation Now, Ltd THE CHURCH AT SARDIS: REVELATION 3:1 T0 3:6 The city of Sardis was located in West Asia Minor (modern day Turkey), about 50 miles east of Smyrna and 30 miles southeast of Thyatir. -
Introduction to the Physics of Solar Eruptions and Their Space Weather Impact
Introduction to the physics of solar eruptions and their rsta.royalsocietypublishing.org space weather impact Vasilis Archontis1 and Loukas Vlahos2 Research 1 St Andrews University, School of Mathematics and Statistics, St Andrews KY 16 9SS, UK Article submitted to journal 2 Department of Physics, Aristotle University, 54124 Thessaloniki, Greece Subject Areas: Astrophysics, Plasma Physics, Space The physical processes, which drive powerful solar Weather eruptions, play an important role in our understanding of the Sun-Earth connection. In this Special Issue, we Keywords: firstly discuss how magnetic fields emerge from the Sun, magnetic fields, Coronal Mass solar interior to the solar surface, to build up active regions, which commonly host large-scale coronal Ejections disturbances, such as coronal mass ejections (CMEs). Then, we discuss the physical processes associated Author for correspondence: with the driving and triggering of these eruptions, the V. Archontis propagation of the large-scale magnetic disturbances e-mail: [email protected] through interplanetary space and the interaction of CMEs with Earth’s magnetic field. The acceleration mechanisms for the solar energetic particles related to explosive phenomena (e.g. flares and/or CMEs) in the solar corona are also discussed. The main aim of this Issue, therefore, is to encapsulate the present state- of-the-art in research related to the genesis of solar eruptions and their space-weather implications. This article is part of the theme issue ”Solar eruptions and their space weather impact”. arXiv:1905.08361v1 [astro-ph.SR] 20 May 2019 c The Authors. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/ by/4.0/, which permits unrestricted use, provided the original author and source are credited. -
The History of the Seven Revelation Churches Only the Philadelphia Church Survived Islam
THE HISTORY OF THE SEVEN REVELATION CHURCHES ONLY THE PHILADELPHIA CHURCH SURVIVED ISLAM The author of Revelation is Jesus Christ. Revelation is the 27th and last Book in the New Testament. It is the 66th and last Book in the Bible. Revelation contains 22 chapters, 404 verses, and 12,000 words. The Book of Revelation contains more prophecy than the other 26 Books of the New Testament combined. Once understood, the Book of Revelation is the most significant Book in the New Testament for all the world today. Just think how much more faith people would have if they could see dozens of Revelation prophecies, given more than 1,925 years ago by Jesus Christ directly, precisely fulfilled in the world today. We need to give people this great message. The Philadelphia church is fulfilled prophecy! “I know your deeds. See, I have placed before you an open door that no one can shut.” Revelation 3:8 JESUS GAVE THE PHILADELPHIA CHURCH “AN OPEN DOOR NO ONE CAN SHUT” 1 © 2020 Revelation Now, Ltd THE REVELATION FROM JESUS CHRIST, TO SHOW HIS SERVANTS WHAT MUST SOON TAKE PLACE While living in exile on the island of Patmos, John received the Revelation from Jesus Christ, which God gave him to show his servants what must soon take place. He made it known by sending his angel to John, who testified everything he saw was the word of God and from Jesus Christ. The Book of Revelation has the highest divine authority and divine authorship of all the Books in the New Testament! We know the author with certainty because Jesus tells us (1:1) it is Christ Himself. -
Supplemental Science Materials for Grades 5
Effects of the Sun on Our Planet Supplemental science materials for grades 5 - 8 These supplemental curriculum materials are sponsored by the Stanford SOLAR (Solar On-Line Activity Resources) Center. In conjunction with NASA and the Learning Technologies Channel. Susanne Ashby Curriculum Specialist Paul Mortfield Solar Astronomers Todd Hoeksema Amberlee Chaussee Page Layout and Design Table of Contents Teacher Overview Objectives Science Concepts Correlation to the National Science Standards Segment Content/On-line Component Review Materials List Explorations Science Explorations • Sunlight and Plant Life • Life in a Greenhouse • Evaporation: How fast? • Evaporation (the Sequel): Where does the water go? • Now We’re Cookin’! • What I Can Do with Solar Energy • Riding a Radio Wave Career Explorations • Solar Scientist Answer Keys • Student Worksheet: Sunlight for Our Life • Science Exploration Guidesheet: Sunlight and Plant Life • Plant Observation Chart • Science Exploration Guidesheet: Life in a Greenhouse • Science Exploration Guidesheet: Evaporation: How fast? • Science Exploration Guidesheet: Evaporation: Where does the water go? • Science Exploration Guidesheet: Now We’re Cookin’! • Science Exploration Guidesheet: What I Can Do With Solar Energy • Science Exploration Guidesheet: Riding a Radio Wave Student Handouts • Student Reading: Sunlight for Our Life • Student Worksheet: Sunlight for Our Life • Science Exploration Guidesheet: (Generic form) • Riding a Radio Wave: Observation Graph • Career Exploration Guidesheet: Solar Scientist Appendix • Solar Glossary • Web Work 3 • Teacher Overview • Objectives • Science Concepts • Correlation to the National Science Standards • Segment Content/On-line Component Review • Materials List Teacher Overview Objectives • Students will observe how technology (through a greenhouse and photovoltaic cells) can enhance the solar energy Earth receives. • Students will observe how the sun’s radiant energy causes evaporation. -
Heliospheric Data Center for Space Weather ALTEC and Oato – INAF Collaboration
Heliospheric Data Center for Space Weather ALTEC and OATo – INAF collaboration ALTEC – Aerospace Logistics INAF – Italian National OATo – Turin Astro- All rights reserved © 2017 -2017 © reserved rights All Altec Technology Engineerig Company Astrophysics Institute physical Observatory www.altecspace.it Introduction Gaia-DPCT @ ALTEC Metis @ ALTEC Opsys All rights reserved © 2017 -2017 © reserved rights All Altec Following the excellent cooperation estabilished for Gaia Italian Data Processing Center, as well as Metis Coronagraph calibration and test campaign, ALTEC and OATo are joining efforts to create the Heliospheric Data Center as a key element of a Space Weather Data Center. www.altecspace.it Ref. Nr . Space Related Related Heliospheric Current Future Weather ALTEC Data Center OATo Activities Prospects Forecast Competences Competences All rights reserved © 2017 -2017 © reserved rights All Altec Page 3 www.altecspace.it Ref. Nr . Space Weather Forecast Among other methods ALTEC/OATo focus on forecast by means of space observations of the outer solar corona and heliosphere Identification of ejections of magnetic clouds, reaching the Earth magnetosphere ° Long-term forecast (days) with coronal observations, ° Short-term forecast (hours) with in situ heliospheric obs at L1 All rights reserved © 2017 -2017 © reserved rights All Altec Solar wind structure also allows predictions, days in advance, of minor geo-magnetic storm. www.altecspace.it Ref. Nr . Space Related Related Heliospheric Current Future Weather ALTEC Data Center OATo Activities Prospects Forecast Competences Competences All rights reserved © 2017 -2017 © reserved rights All Altec Page 5 www.altecspace.it Ref. Nr . Objectives And Approach Objectives ° Consolidate and evolve the Heliospheric Data Center , initially set up with the SOHO data coming from the ESA approved SOLAR (SOho Long-term ARchive) archive , in order to manage additional solar archives storing solar coronal and heliospheric data coming from ESA and NASA space programs. -
A Tale of Hidden Cities
Volume 4, Number 3, 2017, 19{38 journal homepage: region.ersa.org DOI: 10.18335/region.v4i3.189 A Tale of Hidden Cities Anastasia Panori1 1 Panteion University of Social and Political Sciences, Athens, Greece (email: [email protected]) Received: 8 February 2017/Accepted: 15 June 2017 Abstract. Hidden cities within a city? A large trending literature concerning urban and suburban poverty concentration patterns has been developed during the last decade. However, there are few cases where adequate data exist at a low spatial level, allowing the exploration of such socio-spatial phenomena. This paper seeks to investigate the structure and evolution of poverty within urban and suburban space, under a multidimensional framework, during a period of extended economic transformation. This paper uses the metropolitan area of Athens as its main case study, for which data at a municipal level exist, allowing the calculation of the Multidimensional Poverty Index (MPI) for the years 2006 and 2011. An extended cluster analysis, based on the calculated MPI values, results in the specification of three poverty clusters within Athens. The decomposition of the MPI index into its main dimensions highlights any existing differences between the structural and behavioural characteristics of each of them. The results indicate that there is a clear spatial concentration of poverty in the west suburban areas of Athens. The urban core of the city is characterised by middle-income municipalities, whilst the north-east and the south-east suburban areas experience low-poverty indicators. Finally, the results suggest that during the period under investigation more deprived areas were affected the most. -
List of Cities of Greece
SNo City Census 1991 Census 2001 Census 2011 Rank Region 1 Athens 772,072 745,514 664,046 1 Attica 2 Thessaloniki 383,967 363,987 315,196 2 Central Macedonia 3 Patras 152,570 160,400 168,034 3 West Greece 4 Piraeus 182,671 175,697 163,688 4 Attica 5 Larissa 112,777 124,394 144,651 5 Thessaly 6 Heraklion 115,270 130,914 140,730 6 Crete 7 Peristeri 137,288 137,918 139,981 7 Attica 8 Kallithea 114,233 109,609 100,641 8 Attica 9 Acharnes 61,052 75,329 99,346 9 Attica 10 Kalamaria 80,698 87,255 91,279 10 Central Macedonia 11 Nikaia 87,597 93,086 89,380 11 Attica 12 Glyfada 63,306 80,409 87,305 12 Attica 13 Volos 77,192 82,439 86,046 13 Thessaly 14 Ilio 78,326 80,859 84,793 14 Attica 15 Ilioupoli 75,037 75,904 78,153 15 Attica 16 Keratsini 71,982 76,102 77,077 16 Attica 17 Evosmos 28,821 52,624 74,686 17 Central Macedonia 18 Chalandri 66,285 71,684 74,192 18 Attica 19 Nea Smyrni 69,749 73,986 73,076 19 Attica 20 Marousi 64,092 69,470 72,333 20 Attica 21 Agios Dimitrios 57,574 65,173 71,294 21 Attica 22 Zografou 80,492 76,115 71,026 22 Attica 23 Egaleo 78,563 74,046 69,946 23 Attica 24 Nea Ionia 60,635 66,017 67,134 24 Attica 25 Ioannina 56,699 61,629 65,574 25 Epirus 26 Palaio Faliro 61,371 64,759 64,021 26 Attica 27 Korydallos 63,184 67,456 63,445 27 Attica 28 Trikala 45,835 48,686 61,653 28 Thessaly 29 Vyronas 58,523 61,102 61,308 29 Attica 30 Agia Paraskevi 47,463 56,836 59,704 30 Attica 31 Galatsi 57,230 58,042 59,345 31 Attica 32 Chalcis 51,646 53,584 59,125 32 Central Greece 33 Petroupoli 38,278 48,327 58,979 33 Attica 34 Serres 50,017