Introduction to the Moon
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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. -
SPHERE: the Exoplanet Imager for the Very Large Telescope J.-L
Astronomy & Astrophysics manuscript no. paper c ESO 2019 October 4, 2019 SPHERE: the exoplanet imager for the Very Large Telescope J.-L. Beuzit1; 2, A. Vigan2, D. Mouillet1, K. Dohlen2, R. Gratton3, A. Boccaletti4, J.-F. Sauvage2; 7, H. M. Schmid5, M. Langlois2; 8, C. Petit7, A. Baruffolo3, M. Feldt6, J. Milli13, Z. Wahhaj13, L. Abe11, U. Anselmi3, J. Antichi3, R. Barette2, J. Baudrand4, P. Baudoz4, A. Bazzon5, P. Bernardi4, P. Blanchard2, R. Brast12, P. Bruno18, T. Buey4, M. Carbillet11, M. Carle2, E. Cascone17, F. Chapron4, J. Charton1, G. Chauvin1; 23, R. Claudi3, A. Costille2, V. De Caprio17, J. de Boer9, A. Delboulbé1, S. Desidera3, C. Dominik15, M. Downing12, O. Dupuis4, C. Fabron2, D. Fantinel3, G. Farisato3, P. Feautrier1, E. Fedrigo12, T. Fusco7; 2, P. Gigan4, C. Ginski15; 9, J. Girard1; 14, E. Giro19, D. Gisler5, L. Gluck1, C. Gry2, T. Henning6, N. Hubin12, E. Hugot2, S. Incorvaia19, M. Jaquet2, M. Kasper12, E. Lagadec11, A.-M. Lagrange1, H. Le Coroller2, D. Le Mignant2, B. Le Ruyet4, G. Lessio3, J.-L. Lizon12, M. Llored2, L. Lundin12, F. Madec2, Y. Magnard1, M. Marteaud4, P. Martinez11, D. Maurel1, F. Ménard1, D. Mesa3, O. Möller-Nilsson6, T. Moulin1, C. Moutou2, A. Origné2, J. Parisot4, A. Pavlov6, D. Perret4, J. Pragt16, P. Puget1, P. Rabou1, J. Ramos6, J.-M. Reess4, F. Rigal16, S. Rochat1, R. Roelfsema16, G. Rousset4, A. Roux1, M. Saisse2, B. Salasnich3, E. Santambrogio19, S. Scuderi18, D. Segransan10, A. Sevin4, R. Siebenmorgen12 C. Soenke12, E. Stadler1, M. Suarez12, D. Tiphène4, M. Turatto3, S. Udry10, F. Vakili11, L. B. F. M. Waters20; 15, L. -
No. 40. the System of Lunar Craters, Quadrant Ii Alice P
NO. 40. THE SYSTEM OF LUNAR CRATERS, QUADRANT II by D. W. G. ARTHUR, ALICE P. AGNIERAY, RUTH A. HORVATH ,tl l C.A. WOOD AND C. R. CHAPMAN \_9 (_ /_) March 14, 1964 ABSTRACT The designation, diameter, position, central-peak information, and state of completeness arc listed for each discernible crater in the second lunar quadrant with a diameter exceeding 3.5 km. The catalog contains more than 2,000 items and is illustrated by a map in 11 sections. his Communication is the second part of The However, since we also have suppressed many Greek System of Lunar Craters, which is a catalog in letters used by these authorities, there was need for four parts of all craters recognizable with reasonable some care in the incorporation of new letters to certainty on photographs and having diameters avoid confusion. Accordingly, the Greek letters greater than 3.5 kilometers. Thus it is a continua- added by us are always different from those that tion of Comm. LPL No. 30 of September 1963. The have been suppressed. Observers who wish may use format is the same except for some minor changes the omitted symbols of Blagg and Miiller without to improve clarity and legibility. The information in fear of ambiguity. the text of Comm. LPL No. 30 therefore applies to The photographic coverage of the second quad- this Communication also. rant is by no means uniform in quality, and certain Some of the minor changes mentioned above phases are not well represented. Thus for small cra- have been introduced because of the particular ters in certain longitudes there are no good determi- nature of the second lunar quadrant, most of which nations of the diameters, and our values are little is covered by the dark areas Mare Imbrium and better than rough estimates. -
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. -
You Every Step of The
with you Every Step of the Way 2016 ANNUAL REPORT $3.5M From the President TOTAL I am pleased to report that your Alumni Association is stronger and more focused than ever! As a result, we have had a greater impact on the Academy experience SUPPORT for our cadets, supporting their academic, athletic and leadership needs — every step of the way — throughout the entire Academy. TO CGA In the following pages, you will read the stories of five cadets whose lives have IN 2016 been touched by your generosity. Their stories are reflective of the impact of your support on all aspects of cadet life. From providing access to the best coaches, equipment and off-campus competitions that unite our cadets as teams and leaders, to investments in educational programs that build confidence and hone the necessary skills of command — it’s clear in the stories and smiles within, that your Alumni Association continues to define the Long Blue Line. This year, we chose to convey our financial success through the voices of these young men and women, but from the Alumni Association board and staff, let me be the voice of gratitude. Because of the generosity of donors to the Alumni Association, in 2016 we surpassed all previous support to the Academy — providing more than $3.5 million in fulfillment of our mission and goals. Nearly 5,000 donors helped us reach this total, 38% of which were alumni donors. Additionally, 35% of the donations received were given in support to the CGA Today! Fund, our area of greatest need. -
UC Irvine UC Irvine Previously Published Works
UC Irvine UC Irvine Previously Published Works Title Astrophysics in 2006 Permalink https://escholarship.org/uc/item/5760h9v8 Journal Space Science Reviews, 132(1) ISSN 0038-6308 Authors Trimble, V Aschwanden, MJ Hansen, CJ Publication Date 2007-09-01 DOI 10.1007/s11214-007-9224-0 License https://creativecommons.org/licenses/by/4.0/ 4.0 Peer reviewed eScholarship.org Powered by the California Digital Library University of California Space Sci Rev (2007) 132: 1–182 DOI 10.1007/s11214-007-9224-0 Astrophysics in 2006 Virginia Trimble · Markus J. Aschwanden · Carl J. Hansen Received: 11 May 2007 / Accepted: 24 May 2007 / Published online: 23 October 2007 © Springer Science+Business Media B.V. 2007 Abstract The fastest pulsar and the slowest nova; the oldest galaxies and the youngest stars; the weirdest life forms and the commonest dwarfs; the highest energy particles and the lowest energy photons. These were some of the extremes of Astrophysics 2006. We attempt also to bring you updates on things of which there is currently only one (habitable planets, the Sun, and the Universe) and others of which there are always many, like meteors and molecules, black holes and binaries. Keywords Cosmology: general · Galaxies: general · ISM: general · Stars: general · Sun: general · Planets and satellites: general · Astrobiology · Star clusters · Binary stars · Clusters of galaxies · Gamma-ray bursts · Milky Way · Earth · Active galaxies · Supernovae 1 Introduction Astrophysics in 2006 modifies a long tradition by moving to a new journal, which you hold in your (real or virtual) hands. The fifteen previous articles in the series are referenced oc- casionally as Ap91 to Ap05 below and appeared in volumes 104–118 of Publications of V. -
The Problem of the Brisbane Tuff
50 VoL. XLV., No. 11. The Problem of the Brisbane Tuff. By PROFESSOR H. C. RICHARDS, D. Sc., and W. H. BRYAN, D. Sc. (Department of Geology, University of Queensland). PLATES IV.-VI. ( Accepted for publication by the Roya� Society of Qiu!ensland, 30th November, 1933). · 1. INTRODUCTION. The following paper recor�s an attempt to discover the ongm, and explain the mode of formation of the rock now known as the Brisbane Tuff. While the authors long ago realised that this rock possessed a number of unusual features, their doubts as to its true nature were revived and strengthened when a section showing well developed columnar structure was exposed in the municipal quarry at Windsor some three miles north of the centre of the city of Brisbane. A more detailed examination disclosed other anomalous features, but a search of the literature showed that the characters displayed by the Brisbane Tuff, although rare, were not unique but could be closely paralleled in the "Great Hot Sand Flow" of Alaska and in the "Ignimbrites " of New Zealand, while they also resembled in certain respects the " Nitees ardentes" of Mt. Pelee. In the pages which follow only those features that have a direct bearing on the origin and nature of the Eris bane Tuff will be con sidered. For a more general account the reader is referred. to the paper by Mrs. C. Briggs (1928) published in these proceedings. 2. EARLIER VIEWS AS TO ORIGIN AND MODE OF FORMATION. The rock which is now knpwn as the Eris bane Tuff was first described by Leichhardt (1855) who examined the rock on his visit to Brisbane in 1844. -
The Spirit Rover's Athena Science Investigation at Gusev Crater, Mars
SPIRIT AT CUSEV CRATER RESEARCH ARTICLE The Spirit Rover's Athena Science Investigation at Gusev Crater, Mars S. W. Squyres,^* R. E. Arvidson,^ J. F. Bell III/ J. Bruckner,' N. A. Cabrol,'* W. Calvîn,= M. H. Carr,® P. R. Christensen/ B. C. Clark,® L Crumpler,® D. J. Des Marais,^" C. d'Uston,''^ T. Economou,^^ J. Farmer,^ W. Farrand," W. Folkner,^^ M. Colombek,^'* S. Corevan," J. A. Crant,^^ R. Creeley,'^ J. Crotzinger,^'^ L Haskin,^ K. E. Herkenhoff,^® S. Hvîid," J. Johnson,^® C. Klîngelhofer,^" A. Knoll,^^ C. Landis,^^ M. Lemmon,^' R. Li,^* M. B. Madsen,2= M. C. Malin,^^ s. M. McLennan,^^ H. Y. McSween,^« D. W. Ming,^^ J. Moersch,^« R. V. Morris,^^ T. Parker,^'* J. W. Rice Jr.,' L Richter,'" R. Rieder,' M. Sims,^° M. Smitli,'^ P. Smith,'^ L A. Soderblom,^® R. Sullivan,^ H. Wanke,' T. Wdowiak," M. Wolff,'^ A. Yen^'* The Mars Exploration Rover Spirit and its Atliena science payload liave been used to sediment carried by the water that cut investigate a landing site in Gusev crater. Gusev is hypothesized to be the site of a Ma'adim before it overflowed and exited former lake, but no clear evidence for lacustrine sedimentation has been found to through a gap in the northern rim of the date. Instead, the dominant lithology is basalt, and the dominant geologic processes are impact events and eolian transport. I^jany rocks exhibit coatings and other characteristics that may be evidence for minor aqueous alteration. Any lacustrine ^Department of Astronomy, Cornell University, Ithaca, NY 14853, USA. ^Department of Earth and sediments that may exist at this location within Gusev apparently have been buried Planetary Sciences, Washington University, St. -
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. -
Proceedings Geological Society of London
Downloaded from http://jgslegacy.lyellcollection.org/ at University of California-San Diego on February 18, 2016 PROCEEDINGS OF THE GEOLOGICAL SOCIETY OF LONDON. SESSION 1884-851 November 5, 1884. Prof. T. G. Bo~sEY, D.Sc., LL.D., F.R.S., President, in the Chair. William Lower Carter, Esq., B.A., Emmanuel College, Cambridge, was elected a Fellow of the Society. The SECRETARYaunouneed.bhat a water-colour picture of the Hot Springs of Gardiner's River, Yellowstone Park, Wyoming Territory, U.S.A., which was painted on the spot by Thomas Moran, Esq., had been presented to the Society by the artist and A. G. Re"::~aw, Esq., F.G.S. The List of Donations to the Library was read. The following communications were read :-- 1. "On a new Deposit of Pliocene Age at St. Erth, 15 miles east of the Land's End, Cornwall." By S. V. Wood, Esq., F.G.S. 2. "The Cretaceous Beds at Black Ven, near Lyme Regis, with some supplementary remarks on the Blackdown Beds." By the Rev. W. Downes, B.A., F.G.S. 3. "On some Recent Discoveries in the Submerged Forest of Torbay." By D. Pidgeon, Esq., F.G.S. The following specimens were exhibited :- Specimens exhibited by Searles V. Wood, Esq., the Rev. W. Downes, B.A., and D. Pidgeon, Esq., in illustration of their papers. a Downloaded from http://jgslegacy.lyellcollection.org/ at University of California-San Diego on February 18, 2016 PROCEEDINGS OF THE GEOLOGICAL SOCIETY. A worked Flint from the Gravel-beds (? Pleistocene) in the Valley of the Tomb of the Kings, near Luxor (Thebes), Egypt, ex- hibited by John E. -
Chenangoforks2.Pdf
• Rilles – Lunar Rilles are long, narrow, depressions formed by lava flows, resembling channels. • Rugged Terra – Rugged terra are mountainous regions of the moon. • Wrinkle Ridges – Wrinkle Ridges are created through compression of tectonic plates within the maria. • Graben – Graben are formed from the stress of two fault lines. • Scarps – A displacement of land beside a fault. • Fault – A fault is a fracture on the surface. Grabens Rilles Scarps Fault Rugged Terra Wrinkle Ridge •Scarp‐ A type of fault. It is the displacement of land alongside a fault. • Mare Ridge‐ The raised edges of a mare impact basin. •Trough‐ A depression that is characterized by its shallow ridges • Lineament‐ A linear expression used to characterize a fault lined valley •The wrinkle ridge structures that deform and interrupt the mare basalts are commonly asymmetrical, with the steeper side bounded by a complex scarp composed of multiple overlapping lobate scarp segments that may have rounded crests that make them resemble mare ridges. •Lobate scarps are thrust faults that occur primarily in the Moon's lunar highlands. •a graben is a depressed block of land bordered by parallel faults. •Graben is German for ditch. •A graben is the result of a block of land being downthrown producing a valley with a distinct scarp on each side. •Graben often occur side-by-side with horsts. Horst and graben structures are indicative of tensional forces and crustal stretching. •Horsts are parallel blocks that remain between graben, the bounding faults of a horst typically dip away from the center line of the horst. •Also known as a Dark halo craterlets •Dark-halo craters are formed when an impact unearths lower albedo material from below the surface, then deposits this darker ejecta around the main crater. -
The Moon After Apollo
ICARUS 25, 495-537 (1975) The Moon after Apollo PAROUK EL-BAZ National Air and Space Museum, Smithsonian Institution, Washington, D.G- 20560 Received September 17, 1974 The Apollo missions have gradually increased our knowledge of the Moon's chemistry, age, and mode of formation of its surface features and materials. Apollo 11 and 12 landings proved that mare materials are volcanic rocks that were derived from deep-seated basaltic melts about 3.7 and 3.2 billion years ago, respec- tively. Later missions provided additional information on lunar mare basalts as well as the older, anorthositic, highland rocks. Data on the chemical make-up of returned samples were extended to larger areas of the Moon by orbiting geo- chemical experiments. These have also mapped inhomogeneities in lunar surface chemistry, including radioactive anomalies on both the near and far sides. Lunar samples and photographs indicate that the moon is a well-preserved museum of ancient impact scars. The crust of the Moon, which was formed about 4.6 billion years ago, was subjected to intensive metamorphism by large impacts. Although bombardment continues to the present day, the rate and size of impact- ing bodies were much greater in the first 0.7 billion years of the Moon's history. The last of the large, circular, multiringed basins occurred about 3.9 billion years ago. These basins, many of which show positive gravity anomalies (mascons), were flooded by volcanic basalts during a period of at least 600 million years. In addition to filling the circular basins, more so on the near side than on the far side, the basalts also covered lowlands and circum-basin troughs.