Comprehensive mapping of lunar surface chemistry by adding Chang'e-5 samples with deep learning.

Lunar surface chemistry is essential for revealing petrological characteristics to understand the evolution of the Moon. Existing chemistry mapping from Apollo and Luna returned samples could only calibrate chemical features before 3.0 Gyr, missing the critical late period of the Moon. Here we present major oxides chemistry maps by adding distinctive 2.0 Gyr Chang'e-5 lunar soil samples in combination with a deep learning-based inversion model. The inferred chemical contents are more precise than the Lunar Prospector Gamma-Ray Spectrometer (GRS) maps and are closest to returned samples abundances compared to existing literature. The verification of in situ measurement data acquired by Chang'e 3 and Chang'e 4 lunar rover demonstrated that Chang'e-5 samples are indispensable ground truth in mapping lunar surface chemistry. From these maps, young mare basalt units are determined which can be potential sites in future sample return mission to constrain the late lunar magmatic and thermal history.

Yang C ，Zhang X ，Bruzzone L ，Liu B ，Liu D ，Ren X ，Benediktsson JA ，Liang Y ，Yang B ，Yin M ，Zhao H ，Guan R ，Li C ，Ouyang Z ... -  《Nature Communications》

Mineral chemistry and 3D tomography of a Chang'E 5 high-Ti basalt: implication for the lunar thermal evolution history.

In December 2020, Chang'E-5 (CE-5), China's first lunar sample return mission, successfully collected samples totaling 1731 g from the northern Oceanus Procellarum. The landing site was located in a young mare plain, a great distance from those of Apollo and Luna missions. These young mare basalts bear critical scientific significance as they could shed light on the nature of the lunar interior (composition and structure) as well as the recent volcanism on the Moon. In this article, we investigated a CE-5 basalt sample (CE5C0000YJYX065) using a combination of state-of-art techniques, including high resolution X-ray tomographic microscopy (HR-XTM), energy dispersive X-ray spectroscopy (EDS)-based scanning electron microscope (SEM), and electron probe microanalysis (EPMA) to reveal its 3D petrology and minerology. Our results show that this sample has a fine- to medium-grained subophitic texture, with sparse olivine phenocrysts setting in the groundmass of pyroxene, plagioclase, ilmenite and trace amounts of other phases. It has an extremely high ilmenite modal abundance (17.8 vol%) and contains a significant amount (0.5 vol%) of Ca-phosphate grains. The mineral chemistry is in excellent agreement with that of Apollo and Luna high-Ti basalts. The major phase pyroxenes also display strong chemical zoning with compositions following the trends observed in Apollo high-Ti basalts. Based on current data, we came to the conclusion that CE5C0000YJYX065 is a high-Ti mare basalt with a rare earth element (REE) enriched signature. This provides a rigid ground-truth for the geological context at the CE-5 landing site and clarifies the ambiguity inferred from remote sensing surveys.

Jiang Y ，Li Y ，Liao S ，Yin Z ，Hsu W ... -  《-》

Characteristics of the lunar samples returned by the Chang'E-5 mission.

Forty-five years after the Apollo and Luna missions returned lunar samples, China's Chang'E-5 (CE-5) mission collected new samples from the mid-latitude region in the northeastern Oceanus Procellarum of the Moon. Our study shows that 95% of CE-5 lunar soil sizes are found to be within the range of 1.40-9.35 μm, while 95% of the soils by mass are within the size range of 4.84-432.27 μm. The bulk density, true density and specific surface area of CE-5 soils are 1.2387 g/cm3, 3.1952 g/cm3 and 0.56 m2/g, respectively. Fragments from the CE-5 regolith are classified into igneous clasts (mostly basalt), agglutinate and glass. A few breccias were also found. The minerals and compositions of CE-5 soils are consistent with mare basalts and can be classified as low-Ti/low-Al/low-K type with lower rare-earth-element contents than materials rich in potassium, rare earth element and phosphorus. CE-5 soils have high FeO and low Mg index, which could represent a new class of basalt.

Li C ，Hu H ，Yang MF ，Pei ZY ，Zhou Q ，Ren X ，Liu B ，Liu D ，Zeng X ，Zhang G ，Zhang H ，Liu J ，Wang Q ，Deng X ，Xiao C ，Yao Y ，Xue D ，Zuo W ，Su Y ，Wen W ，Ouyang Z ... -  《-》

Chandrayaan-3 APXS elemental abundance measurements at lunar high latitude.

Vadawale SV ，Mithun NPS ，Shanmugam M ，Basu Sarbadhikari A ，Sinha RK ，Bhatt M ，Vijayan S ，Srivastava N ，Shukla AD ，Murty SVS ，Bhardwaj A ，Acharya YB ，Patel AR ，Adalaja HL ，Vaishnava CS ，Saiguhan BSB ，Singh N ，Kumar S ，Painkra DK ，Srivastava Y ，Nair VM ，Ladiya T ，Goyal SK ，Tiwari NK ，Narendranath S ，Pillai NS ，Hait AK ，Patinge A ，Kumar A ，Satya N ，Subramanian VR ，Navle SG ，Venkatesh RG ，Abraham L ，Suresh K ，Amitabh ... -  《-》

Three-Dimensional Model of the Moon with Semantic Information of Craters Based on Chang'e Data.

Lu Y ，Hu Y ，Xiao J ，Liu L ，Zhang L ，Wang Y ... -  《SENSORS》