The Lunar Mare
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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. -
Aitken Basin
Geological and geochemical analysis of units in the South Pole – Aitken Basin A.M. Borst¹,², F.S. Bexkens¹,², B. H. Foing², D. Koschny² ¹ Department of Petrology, VU University Amsterdam ² SCI-S. Research and Scientific Support Department, ESA – ESTEC Student Planetary Workshop 10-10-2008 ESA/ESTEC The Netherlands The South Pole – Aitken Basin Largest and oldest Lunar impact basin - Diameter > 2500 km - Depth > 12 km - Age 4.2 - 3.9 Ga Formed during Late heavy bombardment? Window into the interior and evolution of the Moon Priority target for future sample return missions Digital Elevation Model from Clementine altimetry data. Produced in ENVI, 50x vertical exaggeration, orthographic projection centered on the far side. Red +10 km, purple/black -10km. (A.M.Borst et.al. 2008) 1 The Moon and the SPA Basin Geochemistry Iron map South Pole – Aitken Basin mafic anomaly • High Fe, Th, Ti and Mg abundances • Excavation of mafic deep crustal / upper mantle material Thorium map Clementine 750 nm albedo map from USGS From Paul Lucey, J. Geophys. Res., 2000 Map-a-Planet What can we learn from the SPA Basin? • Large impacts; Implications and processes • Volcanism; Origin, age and difference with near side mare basalts • Cratering record; Age, frequency and size distribution • Late Heavy Bombardment; Intensity, duration and origin • Composition of the deeper crust and possibly upper mantle 2 Topics of SPA Basin study 1) Global structure of the basin (F.S. Bexkens et al, 2008) • Rims, rings, ejecta distribution, subsequent craters modifications, reconstructive -
Volcanic History of the Imbrium Basin: a Close-Up View from the Lunar Rover Yutu
Volcanic history of the Imbrium basin: A close-up view from the lunar rover Yutu Jinhai Zhanga, Wei Yanga, Sen Hua, Yangting Lina,1, Guangyou Fangb, Chunlai Lic, Wenxi Pengd, Sanyuan Zhue, Zhiping Hef, Bin Zhoub, Hongyu Ling, Jianfeng Yangh, Enhai Liui, Yuchen Xua, Jianyu Wangf, Zhenxing Yaoa, Yongliao Zouc, Jun Yanc, and Ziyuan Ouyangj aKey Laboratory of Earth and Planetary Physics, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing 100029, China; bInstitute of Electronics, Chinese Academy of Sciences, Beijing 100190, China; cNational Astronomical Observatories, Chinese Academy of Sciences, Beijing 100012, China; dInstitute of High Energy Physics, Chinese Academy of Sciences, Beijing 100049, China; eKey Laboratory of Mineralogy and Metallogeny, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; fKey Laboratory of Space Active Opto-Electronics Technology, Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai 200083, China; gThe Fifth Laboratory, Beijing Institute of Space Mechanics & Electricity, Beijing 100076, China; hXi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, China; iInstitute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China; and jInstitute of Geochemistry, Chinese Academy of Science, Guiyang 550002, China Edited by Mark H. Thiemens, University of California, San Diego, La Jolla, CA, and approved March 24, 2015 (received for review February 13, 2015) We report the surface exploration by the lunar rover Yutu that flows in Mare Imbrium was obtained only by remote sensing from landed on the young lava flow in the northeastern part of the orbit. On December 14, 2013, Chang’e-3 successfully landed on the Mare Imbrium, which is the largest basin on the nearside of the young and high-Ti lava flow in the northeastern Mare Imbrium, Moon and is filled with several basalt units estimated to date from about 10 km south from the old low-Ti basalt unit (Fig. -
Geologic Structure of Shallow Maria
NASA CR. Photo Data Analysis S-221 NASA Contract NAS 9-13196 GEOLOGIC STRUCTURE OF SHALLOW MARIA Rene' A. De Hon, Principal Investigator John A. Waskom, Co-Investigator (NASA-CR-lq7qoo GEOLOGIC STahJCTUnF OF N76-17001 ISBALOW M1BIA-'(Arkansas Uni.v., mHiticelio.) 96 p BC $5.00' CSCL O3B Unclas G3/91, 09970- University of Arkansas at Monticello Monticello, Arkansas December 1975 Photo Data Analysis S-221 NASA Contract NAS 9-13196 GEOLOGIC STRUCTURE OF SHALLOW MARIA Rene' A. De Hon, Principal Investigator I John A. Waskom, Co-Investigator Un-iversity-of Arkansas-:at-.Monticl o Monticello, Arkansas December 1975 ABSTRACT Isopach maps and structural contour maps of the 0 0 eastern mare basins (30 N to 30 OS; 00 to 100 E) are constructed from measurements of partially buried craters. The data, which are sufficiently scattered to yield gross thickness variations, are restricted to shallow maria with less than 1500-2000 m of mare basalts. The average thickness of b-asalt in the irregular maria is between 200 and 400 m. Multiringed mascon basins are filled to various levels. The Serenitatis and Crisium basins have deeply flooded interiors and extensively flooded shelves. Mare basalts in the Nectaris basin fill only the innermost basin, and mare basalts in the Smythii basin occupy a small portion of the basin floor. Sinus Amoris, Mare Spumans, and Mare Undarum are partially filled troughs concentric to large circular basins. The Tranquillitatis and Fecunditatis are composite depressions containing basalts which flood degraded circular basins and adjacent terrain modified by the formation of nearby cir cular basins. -
EPSC2013-167, 2013 European Planetary Science Congress 2013 Eeuropeapn Planetarsy Science Ccongress C Author(S) 2013
EPSC Abstracts Vol. 8, EPSC2013-167, 2013 European Planetary Science Congress 2013 EEuropeaPn PlanetarSy Science CCongress c Author(s) 2013 Scientific Characterization of Mare Moscoviense Region of Interest A. Calzada (1) and S.C. Mest (2,3) (1) Department of Earth and Planetary Sciences Birkbeck, University of London, Malet Street, Bloomsbury, London WC1E 7HX (2) Planetary Science Institute, 1700 E. Ft. Lowell, Suite 106, Tucson, AZ 85719-2395 and (3) Planetary Geodynamics Laboratory, Code 698, NASA GSFC, Greenbelt, MD 20771 Abstract NASA´s Constellation Program has identified 50 Regions of Interest (ROI) with high scientific value in preparation for an eventual return to the Moon [1]. These 50 locations are geological diverse and geographically distributed to achieve a variety of goals and objectives and described by LEAG [2]. In order to evaluate its scientific interest, Mare Moscoviense (MMos) ROI was characterized using digital images and data provided by NASA´s Clementine and Lunar Reconnaissance (LRO) Missions as well as ArcGISTM v.10.1 software to create a geomorphologic and geologic map. The cartography and the input were analyzed to propose a set of three hypothetical traverses for future human or robotic expeditions within an area up to distances of 5, 10 and 20 km from the ROI location. The traverses has no constrains regarding Figure 1 LRO WAC Image from Mare Moscoviense basin. Red schedule, distances or topography. Experiments box indicates the studied area. Credits: NASA/JPL/MSSS proposed vary from petrologic and geochemical characterization such as samples and drill cores to 2. Cartography geophysical experiments using gravimetry, magnetometry and seismicity methods. -
Imps): Classification, Characteristics, Geologic 3 Settings, Updated Catalog, Origin and Outstanding Questions 4 Le Qiao1,2, James W
Confidential manuscript submitted to Journal of Geophysical Research: Planets 1 2 Lunar Irregular Mare Patches (IMPs): Classification, Characteristics, Geologic 3 Settings, Updated Catalog, Origin and Outstanding Questions 4 Le Qiao1,2, James W. Head3, Zongcheng Ling1, and Lionel Wilson4 5 1Shandong Key Laboratory of Optical Astronomy and Solar-Terrestrial Environment, School of 6 Space Science and Physics, Institute of Space Sciences, Shandong University, Weihai, 7 Shandong, 264209, China. 8 2Key Laboratory of Lunar and Deep Space Exploration, Chinese Academy of Sciences, Beijing 9 100101, China 10 3Department of Earth, Environmental and Planetary Sciences, Brown University, Providence, RI 11 02912, USA. 12 4Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK. 13 Corresponding authors: Le Qiao ([email protected]), Zongcheng Ling ([email protected]) 14 Key Points: 15 We present an updated catalog of 91 lunar Irregular Mare Patches (IMPs) and survey the 16 geologic settings and characteristics of each IMP 17 Two classification schemes for the entire IMP population are proposed on the basis of 18 their geologic settings and characteristics 19 The characteristics of lunar IMPs are consistent with the waning-stage magmatic foam 20 extrusion origin model in different environments Confidential manuscript submitted to Journal of Geophysical Research: Planets 21 Abstract 22 One of the most mysterious lunar features discovered during the Apollo era was Ina, a ~2×3 km 23 depression composed of bleb–like mounds surrounded by hummocky and blocky terrains. 24 Subsequent studies identified dozens of similar features in lunar maria, describing them as 25 Irregular Mare Patches (IMPs). Due to the unusual and complex characteristics of IMPs, their 26 specific formation mechanism is debated. -
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. -
TRANSIENT LUNAR PHENOMENA: REGULARITY and REALITY Arlin P
The Astrophysical Journal, 697:1–15, 2009 May 20 doi:10.1088/0004-637X/697/1/1 C 2009. The American Astronomical Society. All rights reserved. Printed in the U.S.A. TRANSIENT LUNAR PHENOMENA: REGULARITY AND REALITY Arlin P. S. Crotts Department of Astronomy, Columbia University, Columbia Astrophysics Laboratory, 550 West 120th Street, New York, NY 10027, USA Received 2007 June 27; accepted 2009 February 20; published 2009 April 30 ABSTRACT Transient lunar phenomena (TLPs) have been reported for centuries, but their nature is largely unsettled, and even their existence as a coherent phenomenon is controversial. Nonetheless, TLP data show regularities in the observations; a key question is whether this structure is imposed by processes tied to the lunar surface, or by terrestrial atmospheric or human observer effects. I interrogate an extensive catalog of TLPs to gauge how human factors determine the distribution of TLP reports. The sample is grouped according to variables which should produce differing results if determining factors involve humans, and not reflecting phenomena tied to the lunar surface. Features dependent on human factors can then be excluded. Regardless of how the sample is split, the results are similar: ∼50% of reports originate from near Aristarchus, ∼16% from Plato, ∼6% from recent, major impacts (Copernicus, Kepler, Tycho, and Aristarchus), plus several at Grimaldi. Mare Crisium produces a robust signal in some cases (however, Crisium is too large for a “feature” as defined). TLP count consistency for these features indicates that ∼80% of these may be real. Some commonly reported sites disappear from the robust averages, including Alphonsus, Ross D, and Gassendi. -
ANTIPODES on the MOON J.F.Rodionova, E.A.Kozlova
Lunar and Planetary Science XXXI 1349.pdf ANTIPODES ON THE MOON J.F.Rodionova, E.A.Kozlova Sternberg State Astronomical Institute, Russia Laser altimetry data from accidental coincidence of the antipodes Clementine has allowed to determine is very little (4). some of nearly obliterated multiring The aim of the paper is an basins on the Moon that could not be attempt to reveal antipodes for the new determined on the basis of previous basins detected by the Clementine surveying. The Mendel-Rydberg altimetry. The fact is that the Mutus- Basin, a degraded three ring feature Vlacq Basin is the antipode of the with 630 km in diameter to the south Birkhoff Basin and Friendlich- of Mare Orientale is about 6 km deep Sharonov is the antipode of Mare from rim to floor (1). The Coulomb- Nubium. The detailed data of the all Sarton Basin has been discovered on revealed antipodes is given in Fig. 1.. the northwestern portion of the lunar There is no antipode for the Coulomb- far side. Clementine altimetry reveals a Sarton Basin, but there is Rheita Vallis basin about 490 km in diameter on its place. averaging 6 km in depth, rim to floor. The real nature of the antipodes Tree basins in diameter more than 600 is not clear now. The possibility of km were revealed in the neighbour of convergence of the waves in the the craters Freundlich-Sharonov, antipodal point of the impact is Tsiolkovskiy-Stark, Lomonosov- discussed in some papers. Schults and Fleming. The Mutus-Vlacq Basin an Gault (5) consider that formation of ancient feature on the near side was large basin on the terrestrial planets detected by the altimetry. -
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https://ntrs.nasa.gov/search.jsp?R=19710025504 2020-03-11T22:36:49+00:00Z View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by NASA Technical Reports Server General Disclaimer One or more of the Following Statements may affect this Document This document has been reproduced from the best copy furnished by the organizational source. It is being released in the interest of making available as much information as possible. This document may contain data, which exceeds the sheet parameters. It was furnished in this condition by the organizational source and is the best copy available. This document may contain tone-on-tone or color graphs, charts and/or pictures, which have been reproduced in black and white. This document is paginated as submitted by the original source. Portions of this document are not fully legible due to the historical nature of some of the material. However, it is the best reproduction available from the original submission. Produced by the NASA Center for Aerospace Information (CASI) 6 X t B ICC"m date: July 16, 1971 955 L'Enfant Plaza North, S. W Washington, D. C. 20024 to Distribution B71 07023 from. J. W. Head suhiecf Derivation of Topographic Feature Names in the Apollo 15 Landing Region - Case 340 ABSTRACT The topographic features in the region of the Apollo 15 landing site (Figure 1) are named for a number of philosophers, explorers and scientists (astronomers in particular) representing periods throughout recorded history. It is of particular interest that several of the individuals were responsible for specific discoveries, observations, or inventions which considerably advanced the study and under- standing of the moon (for instance, Hadley designed the first large reflecting telescope; Beer published classic maps and explanations of the moon's surface). -
Radar Remote Sensing of Pyroclastic Deposits in the Southern Mare Serenitatis and Mare Vaporum Regions of the Moon Lynn M
JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 114, E11004, doi:10.1029/2009JE003406, 2009 Click Here for Full Article Radar remote sensing of pyroclastic deposits in the southern Mare Serenitatis and Mare Vaporum regions of the Moon Lynn M. Carter,1 Bruce A. Campbell,1 B. Ray Hawke,2 Donald B. Campbell,3 and Michael C. Nolan4 Received 21 April 2009; revised 12 July 2009; accepted 3 August 2009; published 5 November 2009. [1] We use polarimetric radar observations to study the distribution, depth, and embedded rock abundance of nearside lunar pyroclastic deposits. Radar images were obtained for Mare Vaporum and the southern half of Mare Serenitatis; the imaged areas contain the large Rima Bode, Mare Vaporum, Sulpicius Gallus, and Taurus-Littrow pyroclastic deposits. Potential pyroclastic deposits at Rima Hyginus crater, the Tacquet Formation, and a dome in Mare Vaporum are also included. Data were acquired at S band (12.6 cm wavelength) using Arecibo Observatory and the Green Bank Telescope in a bistatic configuration. The S band images have resolutions between 20 and 100 m/pixel. The pyroclastic deposits appear dark to the radar and have low circular polarization ratios at S band wavelengths because they are smooth, easily penetrable by radar waves, and generally contain few embedded blocks. Changes in circular polarization ratio (CPR) across some of the pyroclastic deposits show areas with increased rock abundance as well as deposits that are shallower. Radar backscatter and CPR maps are used to identify fine-grained mantling deposits in cases where optical and near-infrared data are ambiguous about the presence of pyroclastics. -
Highresolution Local Gravity Model of the South Pole of the Moon From
GeophysicalResearchLetters RESEARCH LETTER High-resolution local gravity model of the south pole 10.1002/2014GL060178 of the Moon from GRAIL extended mission data 1,2 2 2,3 2 Key Points: Sander Goossens , Terence J. Sabaka , Joseph B. Nicholas , Frank G. Lemoine , • We present a high-resolution gravity David D. Rowlands2, Erwan Mazarico2,4, Gregory A. Neumann2, model of the south pole of the Moon David E. Smith4, and Maria T. Zuber4 • Improved correlations with topography to higher degrees than 1CRESST, University of Maryland Baltimore County, Baltimore, Maryland, USA, 2NASA Goddard Space Flight Center, global models 3 4 • Improved fits to the data and Greenbelt, Maryland, USA, Emergent Space Technologies, Greenbelt, Maryland, USA, Department of Earth, Atmospheric reduced striping that is present in and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA global models Abstract We estimated a high-resolution local gravity field model over the south pole of the Moon Supporting Information: using data from the Gravity Recovery and Interior Laboratory’s extended mission. Our solution consists of • Readme • Figures S1 adjustments with respect to a global model expressed in spherical harmonics. The adjustments are • Figures S2 expressed as gridded gravity anomalies with a resolution of 1/6◦ by 1/6◦ (equivalent to that of a degree • Figures S3 and order 1080 model in spherical harmonics), covering a cap over the south pole with a radius of 40◦.The • Figures S4 • Figures S5 gravity anomalies have been estimated from a short-arc analysis using only Ka-band range-rate (KBRR) • Figures S6 data over the area of interest.