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  • ReceivedJun 11, 2019
  • AcceptedJan 19, 2020
  • PublishedMar 9, 2020



This work was supported in part by Key Research Program of the Chinese Academy of Sciences (Grant No. XDPB11), National Natural Science Foundation of China (Grant Nos. 41671458, 41590851, 41941003). We thank the Lunar and Deep Space Exploration Science Applications Center of the National Astronomical Observatory for providing the Pancam images and VNIS data.


[1] Wu W, Li C, Zuo W. Lunar farside to be explored by Chang'e-4. Nat Geosci, 2019, 12: 222-223 CrossRef ADS Google Scholar

[2] Petro N E. Surviving the heavy bombardment: Ancient material at the surface of South Pole-Aitken Basin. J Geophys Res, 2004, 109: E06004 CrossRef ADS Google Scholar

[3] Melosh H J, Kendall J, Horgan B. South Pole-Aitken basin ejecta reveal the Moon's upper mantle. Geology, 2017, 45: 1063-1066 CrossRef ADS Google Scholar

[4] Li C, Liu D, Liu B. Chang'E-4 initial spectroscopic identification of lunar far-side mantle-derived materials. Nature, 2019, 569: 378-382 CrossRef PubMed ADS Google Scholar

[5] Hu X, Ma P, Yang Y. Mineral Abundances Inferred From In Situ Reflectance Measurements of Chang'E-4 Landing Site in South Pole-Aitken Basin. Geophys Res Lett, 2019, 46: 9439-9447 CrossRef ADS Google Scholar

[6] Gou S, Di K, Yue Z. Lunar deep materials observed by Chang'e-4 rover. Earth Planet Sci Lett, 2019, 528: 115829 CrossRef ADS Google Scholar

[7] Li R, Squyres S W, Arvidson R E. Initial Results of Rover Localization and Topographic Mapping for the 2003 Mars Exploration Rover Mission. photogramm eng remote Sens, 2005, 71: 1129-1142 CrossRef Google Scholar

[8] Arvidson R E. Localization and Physical Properties Experiments Conducted by Spirit at Gusev Crater. Science, 2004, 305: 821-824 CrossRef PubMed ADS Google Scholar

[9] Zakrajsek J, McKissock D, Woytach J, et al. Exploration rover concepts and development challenges. In: Proceedings of the 1st Space Exploration Conference: Continuing the Voyage of Discovery, Orlando, 2005. 1--23. Google Scholar

[10] Golombek M P, Anderson R C, Barnes J R. Overview of the Mars Pathfinder Mission: Launch through landing, surface operations, data sets, and science results. J Geophys Res, 1999, 104: 8523-8553 CrossRef ADS Google Scholar

[11] Li R, Archinal B A, Arvidson R E. Spirit rover localization and topographic mapping at the landing site of Gusev crater, Mars. J Geophys Res, 2006, 111: E02S06 CrossRef ADS Google Scholar

[12] Li R, Arvidson R E, Di K. Opportunity rover localization and topographic mapping at the landing site of Meridiani Planum, Mars. J Geophys Res, 2007, 112: E02S90 CrossRef ADS Google Scholar

[13] Di K, Xu F, Wang J. Photogrammetric processing of rover imagery of the 2003 Mars Exploration Rover mission. ISPRS J Photogrammetry Remote Sens, 2008, 63: 181-201 CrossRef ADS Google Scholar

[14] Liu Z Q, Di K C, Peng M. High precision landing site mapping and rover localization for Chang'e-3 mission. Sci China-Phys Mech Astron, 2015, 58: 1-11 CrossRef ADS Google Scholar

[15] NASA. Where is Curiosity? 2019. https://mars.nasa.gov/msl/mission/~whereistherovernow/. Google Scholar

[16] Yang Cheng , Maimone M W, Matthies L. Visual odometry on the Mars exploration rovers - a tool to ensure accurate driving and science imaging. IEEE Robot Automat Mag, 2006, 13: 54-62 CrossRef Google Scholar

[17] Maimone M, Cheng Y, Matthies L. Two years of Visual Odometry on the Mars Exploration Rovers. J Field Robotics, 2007, 24: 169-186 CrossRef Google Scholar

[18] Di K, Liu Z, Yue Z. Mars Rover Localization based on Feature Matching between Ground and Orbital Imagery. photogramm eng remote Sens, 2011, 77: 781-791 CrossRef Google Scholar

[19] Barker M K, Mazarico E, Neumann G A. A new lunar digital elevation model from the Lunar Orbiter Laser Altimeter and SELENE Terrain Camera. Icarus, 2016, 273: 346-355 CrossRef ADS Google Scholar

[20] Wan W, Liu Z, Di K, et al. A cross-site visual localization method for Yutu rover. In: Proceedings of ISPRS 2014 Technical Commission IV Symposium, Suzhou, 2014. XL-4: 279--284. Google Scholar

[21] PDS. 2019. https://pds.nasa.gov/. Google Scholar

[22] Henriksen M R, Manheim M R, Speyerer E J. Int Arch Photogramm Remote Sens Spatial Inf Sci, 2016, XLI-B4: 397-403 CrossRef ADS Google Scholar

[23] Di K, Xu B, Liu B. Int Arch Photogramm Remote Sens Spatial Inf Sci, 2016, XLI-B4: 369-374 CrossRef ADS Google Scholar

[24] Liu B, Xu B, Di K. Int Arch Photogramm Remote Sens Spatial Inf Sci, 2016, XLI-B4: 441-448 CrossRef ADS Google Scholar

[25] Liu B, Jia M, Di K. Geopositioning precision analysis of multiple image triangulation using LROC NAC lunar images. Planet Space Sci, 2018, 162: 20-30 CrossRef ADS Google Scholar

[26] Peng M, Wan W H, Wu K, et al. Topographic mapping capbility analysis of Chang'e-3 Navcam stereo images and 3D terrain reconstruction for mission operations (in Chinese). J Remote Sens, 2014, 18: 995--1002. Google Scholar

[27] Di K C, Liu Z Q, Liu B, et al. Chang'e-4 lander localization based on multi-source data. Journal of Remote Sensing, 2019, 23(1): 177-180 DOI: 10.11834/jrs.20199015. Google Scholar

[28] CLEP. Rover and Lander of Chang'e-4 have finished the work of the first five lunar days. 2019. http://www.clep.org.cn/n5982341/c6806279/content.html. Google Scholar

[29] Wan W H. Theory and methods of stereo vision based autonomous rover localization in deep space exploration. Dissertation for Ph.D. Degree. Beijing: Chinese Academy of Sciences, 2012. Google Scholar

[30] Jia Y, Zou Y, Ping J. The scientific objectives and payloads of Chang'E-4 mission. Planet Space Sci, 2018, 162: 207-215 CrossRef ADS Google Scholar

[31] Wieczorek M A. The Constitution and Structure of the Lunar Interior. Rev Mineral GeoChem, 2006, 60: 221-364 CrossRef ADS Google Scholar

[32] He Z P, Wang B Y, Lv G. Visible and near-infrared imaging spectrometer and its preliminary results from the Chang'E 3 project. Rev Sci Instruments, 2014, 85: 083104 CrossRef PubMed ADS Google Scholar