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Lunar Impact Crater Identification and Age Estimation with Chang’E
ARTICLE https://doi.org/10.1038/s41467-020-20215-y OPEN Lunar impact crater identification and age estimation with Chang’E data by deep and transfer learning ✉ Chen Yang 1,2 , Haishi Zhao 3, Lorenzo Bruzzone4, Jon Atli Benediktsson 5, Yanchun Liang3, Bin Liu 2, ✉ ✉ Xingguo Zeng 2, Renchu Guan 3 , Chunlai Li 2 & Ziyuan Ouyang1,2 1234567890():,; Impact craters, which can be considered the lunar equivalent of fossils, are the most dominant lunar surface features and record the history of the Solar System. We address the problem of automatic crater detection and age estimation. From initially small numbers of recognized craters and dated craters, i.e., 7895 and 1411, respectively, we progressively identify new craters and estimate their ages with Chang’E data and stratigraphic information by transfer learning using deep neural networks. This results in the identification of 109,956 new craters, which is more than a dozen times greater than the initial number of recognized craters. The formation systems of 18,996 newly detected craters larger than 8 km are esti- mated. Here, a new lunar crater database for the mid- and low-latitude regions of the Moon is derived and distributed to the planetary community together with the related data analysis. 1 College of Earth Sciences, Jilin University, 130061 Changchun, China. 2 Key Laboratory of Lunar and Deep Space Exploration, National Astronomical Observatories, Chinese Academy of Sciences, 100101 Beijing, China. 3 Key Laboratory of Symbol Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, 130012 Changchun, China. 4 Department of Information Engineering and Computer ✉ Science, University of Trento, I-38122 Trento, Italy. -
Glossary Glossary
Glossary Glossary Albedo A measure of an object’s reflectivity. A pure white reflecting surface has an albedo of 1.0 (100%). A pitch-black, nonreflecting surface has an albedo of 0.0. The Moon is a fairly dark object with a combined albedo of 0.07 (reflecting 7% of the sunlight that falls upon it). The albedo range of the lunar maria is between 0.05 and 0.08. The brighter highlands have an albedo range from 0.09 to 0.15. Anorthosite Rocks rich in the mineral feldspar, making up much of the Moon’s bright highland regions. Aperture The diameter of a telescope’s objective lens or primary mirror. Apogee The point in the Moon’s orbit where it is furthest from the Earth. At apogee, the Moon can reach a maximum distance of 406,700 km from the Earth. Apollo The manned lunar program of the United States. Between July 1969 and December 1972, six Apollo missions landed on the Moon, allowing a total of 12 astronauts to explore its surface. Asteroid A minor planet. A large solid body of rock in orbit around the Sun. Banded crater A crater that displays dusky linear tracts on its inner walls and/or floor. 250 Basalt A dark, fine-grained volcanic rock, low in silicon, with a low viscosity. Basaltic material fills many of the Moon’s major basins, especially on the near side. Glossary Basin A very large circular impact structure (usually comprising multiple concentric rings) that usually displays some degree of flooding with lava. The largest and most conspicuous lava- flooded basins on the Moon are found on the near side, and most are filled to their outer edges with mare basalts. -
Arxiv:2012.15102V2 [Hep-Ph] 13 May 2021 T > Tc
Confinement of Fermions in Tachyon Matter at Finite Temperature Adamu Issifu,1, ∗ Julio C.M. Rocha,1, y and Francisco A. Brito1, 2, z 1Departamento de F´ısica, Universidade Federal da Para´ıba, Caixa Postal 5008, 58051-970 Jo~aoPessoa, Para´ıba, Brazil 2Departamento de F´ısica, Universidade Federal de Campina Grande Caixa Postal 10071, 58429-900 Campina Grande, Para´ıba, Brazil We study a phenomenological model that mimics the characteristics of QCD theory at finite temperature. The model involves fermions coupled with a modified Abelian gauge field in a tachyon matter. It reproduces some important QCD features such as, confinement, deconfinement, chiral symmetry and quark-gluon-plasma (QGP) phase transitions. The study may shed light on both light and heavy quark potentials and their string tensions. Flux-tube and Cornell potentials are developed depending on the regime under consideration. Other confining properties such as scalar glueball mass, gluon mass, glueball-meson mixing states, gluon and chiral condensates are exploited as well. The study is focused on two possible regimes, the ultraviolet (UV) and the infrared (IR) regimes. I. INTRODUCTION Confinement of heavy quark states QQ¯ is an important subject in both theoretical and experimental study of high temperature QCD matter and quark-gluon-plasma phase (QGP) [1]. The production of heavy quarkonia such as the fundamental state ofcc ¯ in the Relativistic Heavy Iron Collider (RHIC) [2] and the Large Hadron Collider (LHC) [3] provides basics for the study of QGP. Lattice QCD simulations of quarkonium at finite temperature indicates that J= may persists even at T = 1:5Tc [4] i.e. -
Imagining Outer Space Also by Alexander C
Imagining Outer Space Also by Alexander C. T. Geppert FLEETING CITIES Imperial Expositions in Fin-de-Siècle Europe Co-Edited EUROPEAN EGO-HISTORIES Historiography and the Self, 1970–2000 ORTE DES OKKULTEN ESPOSIZIONI IN EUROPA TRA OTTO E NOVECENTO Spazi, organizzazione, rappresentazioni ORTSGESPRÄCHE Raum und Kommunikation im 19. und 20. Jahrhundert NEW DANGEROUS LIAISONS Discourses on Europe and Love in the Twentieth Century WUNDER Poetik und Politik des Staunens im 20. Jahrhundert Imagining Outer Space European Astroculture in the Twentieth Century Edited by Alexander C. T. Geppert Emmy Noether Research Group Director Freie Universität Berlin Editorial matter, selection and introduction © Alexander C. T. Geppert 2012 Chapter 6 (by Michael J. Neufeld) © the Smithsonian Institution 2012 All remaining chapters © their respective authors 2012 All rights reserved. No reproduction, copy or transmission of this publication may be made without written permission. No portion of this publication may be reproduced, copied or transmitted save with written permission or in accordance with the provisions of the Copyright, Designs and Patents Act 1988, or under the terms of any licence permitting limited copying issued by the Copyright Licensing Agency, Saffron House, 6–10 Kirby Street, London EC1N 8TS. Any person who does any unauthorized act in relation to this publication may be liable to criminal prosecution and civil claims for damages. The authors have asserted their rights to be identified as the authors of this work in accordance with the Copyright, Designs and Patents Act 1988. First published 2012 by PALGRAVE MACMILLAN Palgrave Macmillan in the UK is an imprint of Macmillan Publishers Limited, registered in England, company number 785998, of Houndmills, Basingstoke, Hampshire RG21 6XS. -
North Carolina Obituaries Courier Tribune Name Date of Paper Page # Date of Death Abbott, Blannie Allen 7-Aug-84 7A 6-Aug-84
North Carolina Obituaries Courier Tribune Name Date of Paper Page # Date of Death Abbott, Blannie Allen 7-Aug-84 7A 6-Aug-84 Abbott, Douglas L. 1-Sep-82 12A 30-Aug-82 Abbott, Helen Hartsook 3-Dec-82 9A 2-Dec-82 Abbott, Molly Jeane 3-Nov-81 8A 31-Oct-81 Abbott, Nora Johnson Mitchell 14-Oct-83 12A 13-Oct-83 Abbott, Roger 1-Aug-84 6A 31-Jul-84 Abercrombie, Dodd 5-Oct-80 6A 3-Oct-80 Abernathy, Ray Paul 29-Jun-80 8A 28-Jun-80 Abernathy, Shaun Travis 24-May-83 8A 24-May-83 Abrams, Reagan Vincent 28-Sep-80 6A 26-Sep-80 Abston, Thomas Earl 30-Dec-82 10A 29-Dec-82 Ackerman, Elsie K. 20-Apr-82 8A 19-Apr-82 Acree, Una Mae Phillips 6-Jul-81 6A 5-Jul-81 Adams, Anna Threadgill 9-Dec-85 9A 8-Dec-85 Adams, Annie Vaughn 12-Mar-85 6A 11-Mar-85 Adams, Bernice Hooper 6-Jul-82 8A 5-Jul-82 Adams, Dora Carrick 13-Jun-80 10A 12-Jun-80 Adams, Edward Vance 23-May-83 6A 23-May-83 Adams, Herman Hugh Sr. 29-Oct-81 8A 27-Oct-81 Adams, James Clifton 18-Sep-84 9A 17-Sep-84 Adams, John Edwin 1-Mar-84 10A 29-Feb-84 Adams, T.B. 15-Oct-82 10A 14-Oct-82 Adams, Velma D. 11-Aug-81 8A 10-Aug-81 Adcock, Plackard C. 6-Jul-82 8A 5-Jul-82 Aderholt, Daniel H. 17-May-85 10A 13-May-85 Adkins, Clarence Odell 1-Jan-85 7A 1-Jan-85 Adkins, E.G. -
Sky and Telescope
SkyandTelescope.com The Lunar 100 By Charles A. Wood Just about every telescope user is familiar with French comet hunter Charles Messier's catalog of fuzzy objects. Messier's 18th-century listing of 109 galaxies, clusters, and nebulae contains some of the largest, brightest, and most visually interesting deep-sky treasures visible from the Northern Hemisphere. Little wonder that observing all the M objects is regarded as a virtual rite of passage for amateur astronomers. But the night sky offers an object that is larger, brighter, and more visually captivating than anything on Messier's list: the Moon. Yet many backyard astronomers never go beyond the astro-tourist stage to acquire the knowledge and understanding necessary to really appreciate what they're looking at, and how magnificent and amazing it truly is. Perhaps this is because after they identify a few of the Moon's most conspicuous features, many amateurs don't know where Many Lunar 100 selections are plainly visible in this image of the full Moon, while others require to look next. a more detailed view, different illumination, or favorable libration. North is up. S&T: Gary The Lunar 100 list is an attempt to provide Moon lovers with Seronik something akin to what deep-sky observers enjoy with the Messier catalog: a selection of telescopic sights to ignite interest and enhance understanding. Presented here is a selection of the Moon's 100 most interesting regions, craters, basins, mountains, rilles, and domes. I challenge observers to find and observe them all and, more important, to consider what each feature tells us about lunar and Earth history. -
Assigned Estates 1821-1942
Chester County Assigned Estates 1821-1942 Last Name/Company First Name Spouse/Partner's Name Township Dates File Number Abel William Unknown1870/71 398 Ackland Baldwin Mary Wallace1879/81 901 Ackland & Co. Wallace1879 900 Acme Lime Co. Ltd London Grove1895/02 1246 Agnew Wilto Alice Kennett Square1877/81 749 Aker Zack Anna Schuylkill1882/83 957 Aldred George West Whiteland1878/79 822 Alexander Clement Londonderry1923/24 1610 Alexander Ellis Annie Elk1874/76 582 Alexander James Edith Elk1874/76 582 Alison John G. Elizabeth East Brandywine1878/80 827 Allcut William Sarah Pocopson1872/74 508 Allison William Unknown1823 unnb Amole Jesse North Coventry1889/90 1116 Amole John Elizabeth Warwick1893/94 1200 Amon Samuel Hattie Valley1921/22 1594 Anderson Estella Oxford1913 1542 Anderson John Margaret Elk1899/00 1342 Anderson Mathias Elizabeth Upper Uwchlan1878/80 812 Anderson Samuel Sarah Ann Franklin1859 235 Anderson Samuel Franklin1909/10 1488 Andress Frederic Unknown1845/46 68 Andrews David Esther Oxford1874/76 612 Antry Simon Unknown1845/47 61 Ash Franklin Mary West Chester1882/85 954 Ash Grover Phoenixville1914/15 1556 Chester County Archives and Record Services, West Chester, PA 19380 Last Name/Company First Name Spouse/Partner's Name Township Dates File Number Ashbridge Edward Susan West Chester1911 1503 Ashbridge Thomas Willistown1837 16 Ashton John S. West Chester1872/73 511 Atkins Davis East Brandywine1848/52 109 Atkins John Joseph King 1822/24 unnumbered Atkins John D. Wallace1856/59 193 Ayers John Lydia Anna New London1874 605 Aymold -
10Great Features for Moon Watchers
Sinus Aestuum is a lava pond hemming the Imbrium debris. Mare Orientale is another of the Moon’s large impact basins, Beginning observing On its eastern edge, dark volcanic material erupted explosively and possibly the youngest. Lunar scientists think it formed 170 along a rille. Although this region at first appears featureless, million years after Mare Imbrium. And although “Mare Orien- observe it at several different lunar phases and you’ll see the tale” translates to “Eastern Sea,” in 1961, the International dark area grow more apparent as the Sun climbs higher. Astronomical Union changed the way astronomers denote great features for Occupying a region below and a bit left of the Moon’s dead lunar directions. The result is that Mare Orientale now sits on center, Mare Nubium lies far from many lunar showpiece sites. the Moon’s western limb. From Earth we never see most of it. Look for it as the dark region above magnificent Tycho Crater. When you observe the Cauchy Domes, you’ll be looking at Yet this small region, where lava plains meet highlands, con- shield volcanoes that erupted from lunar vents. The lava cooled Moon watchers tains a variety of interesting geologic features — impact craters, slowly, so it had a chance to spread and form gentle slopes. 10Our natural satellite offers plenty of targets you can spot through any size telescope. lava-flooded plains, tectonic faulting, and debris from distant In a geologic sense, our Moon is now quiet. The only events by Michael E. Bakich impacts — that are great for telescopic exploring. -
List of Targets for the Lunar II Observing Program (PDF File)
Task or Task Description or Target Name Wood's Rükl Target LUNAR # 100 Atlas Catalog (chart) Create a sketch/map of the visible lunar surface: 1 Observe a Full Moon and sketch a large-scale (prominent features) L-1 map depicting the nearside; disk of visible surface should be drawn 2 at L-1 3 least 5-inches in diameter. Sketch itself should be created only by L-1 observing the Moon, but maps or guidebooks may be used when labeling sketched features. Label all maria, prominent craters, and major rays by the crater name they originated from. (Counts as 3 observations (OBSV): #1, #2 & #3) Observe these targets; provide brief descriptions: 4 Alpetragius 55 5 Arago 35 6 Arago Alpha & Arago Beta L-32 35 7 Aristarchus Plateau L-18 18 8 Baco L-55 74 9 Bailly L-37 71 10 Beer, Beer Catena & Feuillée 21 11 Bullialdus, Bullialdus A & Bullialdus B 53 12 Cassini, Cassini A & Cassini B 12 13 Cauchy, Cauchy Omega & Cauchy Tau L-48 36 14 Censorinus 47 15 Crüger 50 16 Dorsae Lister & Smirnov (A.K.A. Serpentine Ridge) L-33 24 17 Grimaldi Basin outer and inner rings L-36 39, etc. 18 Hainzel, Hainzel A & Hainzel C 63 19 Hercules, Hercules G, Hercules E 14 20 Hesiodus A L-81 54, 64 21 Hortensius dome field L-65 30 22 Julius Caesar 34 23 Kies 53 24 Kies Pi L-60 53 25 Lacus Mortis 14 26 Linne 23 27 Lamont L-53 35 28 Mairan 9 29 Mare Australe L-56 76 30 Mare Cognitum 42, etc. -
Stars and Their Spectra: an Introduction to the Spectral Sequence Second Edition James B
Cambridge University Press 978-0-521-89954-3 - Stars and Their Spectra: An Introduction to the Spectral Sequence Second Edition James B. Kaler Index More information Star index Stars are arranged by the Latin genitive of their constellation of residence, with other star names interspersed alphabetically. Within a constellation, Bayer Greek letters are given first, followed by Roman letters, Flamsteed numbers, variable stars arranged in traditional order (see Section 1.11), and then other names that take on genitive form. Stellar spectra are indicated by an asterisk. The best-known proper names have priority over their Greek-letter names. Spectra of the Sun and of nebulae are included as well. Abell 21 nucleus, see a Aurigae, see Capella Abell 78 nucleus, 327* ε Aurigae, 178, 186 Achernar, 9, 243, 264, 274 z Aurigae, 177, 186 Acrux, see Alpha Crucis Z Aurigae, 186, 269* Adhara, see Epsilon Canis Majoris AB Aurigae, 255 Albireo, 26 Alcor, 26, 177, 241, 243, 272* Barnard’s Star, 129–130, 131 Aldebaran, 9, 27, 80*, 163, 165 Betelgeuse, 2, 9, 16, 18, 20, 73, 74*, 79, Algol, 20, 26, 176–177, 271*, 333, 366 80*, 88, 104–105, 106*, 110*, 113, Altair, 9, 236, 241, 250 115, 118, 122, 187, 216, 264 a Andromedae, 273, 273* image of, 114 b Andromedae, 164 BDþ284211, 285* g Andromedae, 26 Bl 253* u Andromedae A, 218* a Boo¨tis, see Arcturus u Andromedae B, 109* g Boo¨tis, 243 Z Andromedae, 337 Z Boo¨tis, 185 Antares, 10, 73, 104–105, 113, 115, 118, l Boo¨tis, 254, 280, 314 122, 174* s Boo¨tis, 218* 53 Aquarii A, 195 53 Aquarii B, 195 T Camelopardalis, -
0 Lunar and Planetary Institute Provided by the NASA Astrophysics Data System the ROLE of RIM SLUMPING in the MODIFICATION of LUNAR CRATER MORPHOMETRY
THE ROLE OF RIM SLUMPING 3N THE MODIFICATION OF LUNAR CRATER MOWHOMETRY Mark settlely2, and J. W. Head , (1) AF Cambridge Res. Labs (LWW) , Hanscom AFB, MA, (2) Dept. Geol. Sci., Brown Univ., Providence, RI 02912 The manner in which the depth of excavation of large scale lunar impacts increases with increasing crater diameter is unknown. Laboratory impact cra- tering experiments show that the depth/diameter ratio of an impact crater is at a maximum near the conclusion of the excavation stage of crater formation (5). This intermediate stage crater geometry is termed the initial crater cavity in this report. Subsequently, fallback will decrease crater depth, while dilation or "rebound" of basement materials and rim slumping will simul- taneously decrease crater depth and increase crater diameter. The net effect of these modification processes is to decrease the depthldiameter ratio of the initial crater cavity. Estimates of the depth of excavation of the initial cavities of large lunar craters are complicated by the pervasiveness of these modification pro- cesses. Several investigators have estimated the excavation depth of basin- sized impacts by extrapolating the nearly constant depthldiameter relationships observed for small fresh lunar craters (D <15 km) which do not appear to have experienced extensive modification (e. g. 4, 10). Such estimates assume that the depth of the initial cavity increases proportionally with increasing ca- vity diameter in such a manner that the depthldiameter ratio of the initial cavity is approximately the same for craters of all size. In this theory of proportional cavity growth the marked discontinuity in crater depthldiameter ratios observed at D=15 km is interpreted to be the result of an increase in the ability of modification processes to reshape the geometry of the initial crater cavity (e.g. -
OSAA Boys Track & Field Championships
OSAA Boys Track & Field Championships 4A Individual State Champions Through 2006 100-METER DASH 1992 Seth Wetzel, Jesuit ............................................ 1:53.20 1978 Byron Howell, Central Catholic................................. 10.5 1993 Jon Ryan, Crook County ..................................... 1:52.44 300-METER INTERMEDIATE HURDLES 1979 Byron Howell, Central Catholic............................... 10.67 1994 Jon Ryan, Crook County ..................................... 1:54.93 1978 Rourke Lowe, Aloha .............................................. 38.01 1980 Byron Howell, Central Catholic............................... 10.64 1995 Bryan Berryhill, Crater ....................................... 1:53.95 1979 Ken Scott, Aloha .................................................. 36.10 1981 Kevin Vixie, South Eugene .................................... 10.89 1996 Bryan Berryhill, Crater ....................................... 1:56.03 1980 Jerry Abdie, Sunset ................................................ 37.7 1982 Kevin Vixie, South Eugene .................................... 10.64 1997 Rob Vermillion, Glencoe ..................................... 1:55.49 1981 Romund Howard, Madison ....................................... 37.3 1983 John Frazier, Jefferson ........................................ 10.80w 1998 Tim Meador, South Medford ............................... 1:55.21 1982 John Elston, Lebanon ............................................ 39.02 1984 Gus Envela, McKay............................................. 10.55w 1999