港股财务数据处理六问及因子复现手册 glmszqdatemark 2026 年 01 月 25 日 [Table_Author] | 分析师 | 叶尔乐 | | --- | --- | | 执业证书： S0590525110059 | | | 邮箱： | yeerle@glms.com.cn | | 研究助理 | 裴钰琪 | | 执业证书： S0590125110081 | | | 邮箱： | peiyuqi@glms.com.cn | 量化专题报告 相关研究 本公司具备证券投资咨询业务资格，请务必阅读最后一页免责声明 证券研究报告 1 港股与 A 股市场特征存在显著差异，直接影响因子有效性逻辑。本报告聚焦港股 因子投资体系，构建并测试基本面与价量两类核心因子，同时解决财务数据处理 关键问题。港股以机构投资者为主，实行 T+0 交易且无涨跌幅限制，低估值、高 股息标的更受青睐，而 A 股个人投资者占比高，成长股估值弹性更强。报告选取 港股通与全港股（剔除仙股）两个股票池，采用月频调仓、市值行业中性化处理， 回测区间分别为 2014 年 11 月至 2025 年 12 月、2012 年 12 月至 2025 年 ...

Core Insights - The Baiyun Obo mine in Inner Mongolia is of significant strategic importance, particularly with the recent discovery of the Zuo Lin Niobium Mine and Hong Rui Mine, which are crucial for high-end manufacturing and energy security [1][20] Group 1: Niobium Resource - Niobium is essential in modern military applications, such as in the engines of the F-35 fighter jet, where it helps withstand extreme temperatures [3] - The United States has a 100% reliance on foreign niobium resources, primarily from Brazil, highlighting the strategic importance of domestic niobium supply [6] - The newly discovered niobium mines in Baiyun Obo have a niobium oxide content of up to 52.9%, indicating a breakthrough in resource extraction and processing [6][20] Group 2: Thorium Resource - Baiyun Obo also holds the world's second-largest thorium reserves, with 22,000 tons out of a total of 28,000 tons of industrial reserves, which could transform the global energy landscape [13] - Thorium is considered a superior fuel for thorium-based molten salt reactors, offering enhanced safety and efficiency compared to traditional uranium-based nuclear power [14] - The energy produced from 1 ton of thorium is equivalent to that from 200 tons of uranium or 3.5 million tons of coal, showcasing its potential as a sustainable energy source [14] Group 3: Strategic Implications - The discoveries at Baiyun Obo represent a long-term strategic effort, dating back to the initial discovery of rare earth elements in 1934, emphasizing the importance of sustained scientific research [8][10] - The recent advancements in thorium technology, including successful experiments in Gansu, position China to achieve energy self-sufficiency, potentially altering the dynamics of global energy supply and geopolitical tensions [16][17] - Baiyun Obo's resources are not just valuable for their immediate applications but also symbolize a shift in the balance of power in global resource management and technological competition [19][20]

Investment Rating - Industry rating: Recommended [5] Core Insights - In Q4 2025, silver production increased by 33.3% quarter-on-quarter to 7.28 million ounces (226.43 tons), and by 21.0% year-on-year. The total silver production for 2025 was 22.84 million ounces (710.40 tons), reflecting an 8.4% year-on-year increase [2][6] - Gold production in Q4 2025 was 19.78 thousand ounces (6.15 tons), a 7.8% increase quarter-on-quarter but a decrease of 11.7% year-on-year. The total gold production for 2025 was 74.22 thousand ounces (23.09 tons), down 16.8% year-on-year [2][3] - Zinc production in Q4 2025 was 16.8 thousand tons, up 33.3% quarter-on-quarter and 19.1% year-on-year, with total zinc production for 2025 at 55.9 thousand tons, an increase of 23.9% year-on-year [2][7] - Lead production in Q4 2025 was 8.2 thousand tons, a 32.3% increase quarter-on-quarter and a 34.4% increase year-on-year, with total lead production for 2025 at 27.0 thousand tons, up 29.8% year-on-year [2][7] - Copper production in Q4 2025 remained flat at 800 tons, but decreased by 20.0% year-on-year, with total copper production for 2025 at 3,000 tons, down 42.3% year-on-year [3][7] 2026 Guidance - The company expects silver production in 2026 to be between 25 million and 27 million ounces, and gold production to be between 700 thousand and 750 thousand ounces, with production concentrated in the second half of the year [4] - The all-in sustaining cost (AISC) for the silver segment is projected to be between $15.75 and $18.25 per ounce, while for the gold segment, it is expected to be between $1,700 and $1,850 per ounce [4] - Capital expenditures for 2026 are planned to be between $515 million and $550 million, with sustaining capital expenditures between $320 million and $340 million, and project capital expenditures between $195 million and $210 million [4][10] - The company plans to allocate approximately $132 million to $135 million for exploration activities, with a total drilling target of 600,000 meters [4]

分析人士指出， 在金属需求飙升、关键矿产供应趋紧的背景下，全球矿业股已跃升至基金经理"必配清单"的前列，预示着该板块或将迎来新一轮超 级周期。 自2025年初以来，MSCI金属与矿业指数累计上涨近90%，大幅跑赢半导体、全球银行以及美股七巨头（Magnificent Seven）。而随着机 器人、电动汽车以及人工智能（AI）数据中心的快速发展不断将金属价格推向新高，这波行情丝毫没有停歇迹象。 这种强势表现与此前几年形成鲜明反差。此前矿业板块一度不受青睐，受制于大宗商品价格剧烈波动等因素，但如今，曾大量配置科技和金 融股的基金经理，似乎重新对矿业板块获得信心。 Pepperstone Group Ltd.研究策略师Dilin Wu表示："矿业股正悄然从一个乏味的防御型配置，转变为投资组合中的核心支柱——这是少数 几个既能受益于货币政策变化，又能应对日益动荡地缘政治环境的板块之一。" 摩根士丹利分析师、由Alain Gabriel领衔的团队指出："即便自然资源的战略重要性已显著上升，这一估值差距仍然存在。" Gabriel还指出，矿业公司越来越倾向于"收购而非自建"。当前行业内并购活动频繁，典型案例包括英美资源集 ...

Core Viewpoint - The global mining sector is experiencing a resurgence, driven by soaring metal demand and tightening supply of key minerals, indicating a potential new supercycle for the industry [1] Group 1: Market Performance - Since early 2025, the MSCI Metals and Mining Index has risen nearly 90%, significantly outperforming sectors like semiconductors, global banks, and the "Magnificent Seven" of U.S. stocks [1] - The strong performance contrasts sharply with previous years when the mining sector was less favored due to volatile commodity prices [1] Group 2: Investment Sentiment - Fund managers are regaining confidence in the mining sector, shifting from a defensive allocation to a core portfolio component, benefiting from changes in monetary policy and geopolitical stability [1] - European fund managers currently have a net overweight position in the mining sector of 26%, the highest in four years, though still below the 38% seen in 2008 [2] Group 3: Valuation and M&A Activity - The Stoxx 600 Basic Resources Index has a forward price-to-book ratio of approximately 0.47, indicating a significant discount compared to the MSCI Global Index and below its long-term average of 0.59 [3] - Mining companies are increasingly favoring acquisitions over organic growth, with notable mergers such as Anglo American's acquisition of Teck Resources and potential mergers involving Rio Tinto and Glencore [3] Group 4: Supply and Demand Dynamics - The current environment, characterized by supply gaps, is expected to support higher commodity prices and valuation multiples [4] - There is a forecasted supply shortage for copper this year, which may worsen by 2025, indicating strong demand for copper assets [5] Group 5: Commodity Price Outlook - Analysts predict that gold prices could reach $5,000 per ounce, with Goldman Sachs forecasting a rise to $5,400 by the end of 2026, suggesting an 8% upside from current levels [6] - The forces driving commodity price increases are becoming stronger and more diverse, prompting plans to increase allocations to mining stocks in investment portfolios [6]

Core Viewpoint - The recent discoveries of gold mines in Shandong, including the largest underwater gold mine in Asia, reflect a geological reality rather than a sudden influx of new resources, indicating a long-term exploration effort in a historically rich gold-bearing region [2][3][10]. Group 1: Geological Context - Shandong is located in a geological zone where the North China Plate meets the Pacific Plate, creating a gold-rich area due to ancient volcanic activity that deposited gold elements in the rock layers over millions of years [3]. - The frequent announcements of gold discoveries are results of ongoing geological exploration rather than new finds, with significant deposits like the Xiling Gold Mine confirmed to have 580 tons of reserves after 23 years of assessment [3][10]. Group 2: Economic Implications - The Xiling Gold Mine's potential economic value is estimated at over 200 billion yuan, making it the largest single gold deposit discovered in China [5]. - The cumulative gold resources in the Jiaodong region have surpassed 3,500 tons, contributing significantly to China's gold reserves [8][10]. Group 3: Public Perception and Media Influence - Public reaction to gold discoveries has shifted from excitement to indifference, reflecting a normalization of gold mining news as a routine occurrence rather than extraordinary events [13]. - Media coverage has contributed to the perception of frequent discoveries, often reporting on different stages of exploration as if they were new finds, which has led to a misunderstanding of the actual progress in gold mining [10][13]. Group 4: Industry Progress - The advancements in geological exploration techniques have transformed gold mining in Shandong from a matter of chance to a systematic process, showcasing China's transition from a resource-rich country to a resource-strong nation [13].

基金管理人在四季报中表示，展望2026年一季度，宏观环境与市场格局有望呈现新的特征：中美贸易环境大概率改善，国内政策刺激预期保持平稳，反内卷 进展相对缓慢，出口仍将是经济增长的重要贡献项，而消费受以旧换新补贴退坡影响可能面临回落压力，地产投资仍处于磨底阶段，整体经济维持弱复苏态 势，PPI预计温和修复。流动性方面，海外市场主要博弈美联储主席换届带来的政策不确定性，国内货币政策环境将继续保持宽松。风格层面，春季躁动行 情下成长风格有望相对占优，红利风格或较难跑出显著超额收益，但中长期资金入市与国家队托底的背景下，红利资产仍具备一定支撑。基金将延续行业配 置相对均衡的思路，在红利组合中重点筛选成长与估值匹配度较高、具备长期投资价值的优质企业，力争精准把握市场结构性机会。 截至1月22日，汇添富红利增长混合A近三个月复权单位净值增长率为6.30%，位于同类可比基金179/265；近半年复权单位净值增长率为17.99%，位于同类 可比基金186/265；近一年复权单位净值增长率为31.70%，位于同类可比基金189/265；近三年复权单位净值增长率为21.16%，位于同类可比基金113/256。 通过所选区间该基金净 ...

Core Insights - The discovery of a new mineral named "Jinxiuite" in Guangxi, China, reveals a nickel content 80 times higher than conventional industrial standards, highlighting a significant potential resource for China's strategic needs [1][36][44]. Group 1: Discovery and Research Process - In 2021, a team from the China Geological Survey collected 400 kilograms of rock from the Longhua mining area to investigate its rich nickel and cobalt content [3][36]. - The research involved meticulous processes, including slicing the rock into 0.03 mm thin films and using advanced techniques to isolate a tiny particle that exhibited unique spectral properties [5][7][17]. - The mineral's structure was confirmed through rigorous international voting, leading to its official recognition [12][13]. Group 2: Significance of Jinxiuite - Jinxiuite is not just a new mineral; it represents a breakthrough in mineral exploration techniques, moving from traditional methods to advanced imaging and analysis [16][19]. - The mineral's unique atomic arrangement offers a "perfect formula" for material scientists, potentially aiding in the development of new materials for high-tech applications [25][30]. - The discovery indicates that there are untapped resources in South China, challenging previous geological assumptions about mineral deposits [36][49]. Group 3: Strategic Implications - China currently relies heavily on imports for nickel, with a dependency rate of 92.5%, primarily from the Philippines, which poses strategic risks [43][44]. - The discovery of Jinxiuite provides a crucial signal that China has valuable nickel resources, potentially reducing reliance on foreign supplies [48][50]. - The presence of cobalt alongside nickel in the Longhua deposit, with cobalt content 75 times higher than conventional levels, further enhances the strategic value of this find [52][54]. Group 4: Future Directions - The research team advocates for the establishment of a "mineral marker model" to guide future exploration efforts, indicating that similar deposits may exist beneath the surface [49][50]. - The ongoing efforts in mineral discovery reflect China's commitment to securing its resource base and enhancing its position in the global resource landscape [56][61].

通过所选区间该基金净值增长率分位图，可以观察该基金与同类基金业绩比较情况。图为坐标原点到区间内某时点的净值增长率在同类基金中的分位数。 AI基金工银核心机遇混合A（013341）披露2025年四季报，第四季度基金利润6026.45万元，加权平均基金份额本期利润0.1347元。报告期内，基金净值增长 率为14.38%，截至四季度末，基金规模为4.45亿元。 该基金属于偏股混合型基金。截至1月22日，单位净值为1.231元。基金经理是母亚乾，目前管理的4只基金近一年均为正收益。其中，截至1月22日，工银核 心机遇混合A近一年复权单位净值增长率最高，达97.58%；工银行业优选混合A最低，为34.55%。 基金管理人在四季报中表示，本基金后续将继续聚焦上游资源和大周期板块，以基本面为锚，力争选择行业景气趋势向好、供给格局稳定的行业进行配置， 同时结合自下而上的精选个股的策略，长期持有估值相对合理、资源禀赋较优秀、管理能力较突出、股东回报意识较强的优质企业。 截至1月22日，工银核心机遇混合A近三个月复权单位净值增长率为31.80%，位于同类可比基金3/621；近半年复权单位净值增长率为62.91%，位于同类可比 基 ...

Group 1 - US stock market showed mixed results with Nasdaq and S&P slightly up while Dow Jones declined, Intel's stock plummeted by 17% due to poor earnings guidance, while Nvidia and other chip stocks provided support [1] - The dollar index continued to weaken, and gold futures reached an all-time high, with silver breaking the $100 mark for the first time, driven by severe weather that caused US natural gas prices to surge by 70% in a week [1] - European countries hold approximately $3.6 trillion in US Treasury bonds, representing 40% of the overseas total, which could be used as leverage against the US amid tariff pressures, although coordinated selling may lead to significant losses [2][19] Group 2 - Japanese Prime Minister Fumio Kishida's tax cut promises have raised market concerns, leading to a massive sell-off of Japanese government bonds, causing long-term bond yields to soar to multi-year highs [3][20] - The US oil service giant SLB stated it could quickly expand operations in Venezuela if permitted, being the only international oil service company currently operating there, with competitors like Halliburton also looking to re-enter the market [4][21] - Canadian billionaire Eric Sprott has significantly profited from investing in the struggling Hycroft Mining Company, with a return on investment of 678%, capitalizing on the bull market for gold and silver [5][22] Group 3 - Silver prices have historically surpassed $100 per ounce, with a year-to-date increase of 40%, driven by strong industrial demand and ongoing structural supply shortages [6][23] - Economists have revised their expectations, indicating that the Federal Reserve may delay interest rate cuts until June, with inflation pressures and a robust labor market reducing the urgency for rate reductions [7][24] - Nomura's chief economist suggested gradually increasing farmers' pensions to 1,000 yuan per month, which could significantly improve rural elderly income expectations and stimulate consumption [8][25] Group 4 - The A-share market saw a surge in the photovoltaic sector, with major investment from well-known funds in commercial aerospace and semiconductor industries, indicating a strong institutional interest [10][26] - Musk's support for space-based solar power has led to a significant rally in photovoltaic stocks, with over 30 stocks hitting the daily limit up, although the industry still faces substantial technical and cost challenges [11][28] - China Merchants Bank has become the first bank to surpass 13 trillion yuan in total assets, indicating a potential turning point in its financial performance, while other banks also reached significant asset milestones [12][29]