期刊文献+
共找到2,283篇文章
< 1 2 115 >
每页显示 20 50 100
基于GoMars模拟的火星沙尘季阿卡迪亚平原沙尘光学厚度与大气热动力过程演变分析
1
作者 刘鸿波 邓世雅 +7 位作者 程旋 李艺苑 董理 刘娟娟 严若婧 刘帅 刘明宇 普业 《第四纪研究》 北大核心 2025年第4期850-861,共12页
本研究使用我国新一代火星大气模式GoPlanet-Mars(简称GoMars)V1在火星年MY24~MY36时段内的基础试验数据,在对模式模拟性能进行评估后,重点分析了MY24沙尘季北半球阿卡迪亚平原沙尘光学厚度(DOD)与大气热动力过程的演变特征。结果表明,... 本研究使用我国新一代火星大气模式GoPlanet-Mars(简称GoMars)V1在火星年MY24~MY36时段内的基础试验数据,在对模式模拟性能进行评估后,重点分析了MY24沙尘季北半球阿卡迪亚平原沙尘光学厚度(DOD)与大气热动力过程的演变特征。结果表明,在沙尘季的沙尘活动峰值时段,南北半球共有6个沙尘暴活动大值区;在强上升运动作用下,火星大气沙尘质量混合比在90~100 Pa达到极大值,约3.0×10^(-5)kg/kg;随着沙尘暴活动的增多增强,其对区域的火表温度、对流层大气温度均具有明显的影响,其中火表日最低温度对DOD增大的响应近乎同步,在DOD极大值前后夜间火表最低温度的增幅最大可达30 K,而火表温度日较差则下降50 K,且火表日最高温度对DOD的响应呈现滞后特征;沙尘活动峰值时段沙尘含量的显著增加增强了火星大气全球范围的经向环流。本工作为我们理解火星正常年份北半球沙尘季沙尘暴活动高值区DOD及大气热动力过程的演变特征增加了新的认识。 展开更多
关键词 火星 沙尘光学厚度 大气热动力过程 Gomars模式 数值模拟
原文传递
火星地形对大尺度气候影响的模拟研究:基于LMD.MARS和LMD_MM_MARS模式的全球和区域加密模拟 被引量:1
2
作者 孙咏 吴海斌 +4 位作者 苏宝煌 秦小光 谭宁 丁林 Ehouarn MILLOUR 《第四纪研究》 北大核心 2025年第4期831-838,M0001,共9页
文章基于LMD.MARS和LMD_MM_MARS模式,研究了火星地形对大尺度气候的影响,从全球模拟与区域降尺度视角进行了分析。LMD.MARS模拟结果表明,地形效应对火星全球平均地表温度影响较小(升温约0.3℃),但显著调控区域温度,如南半球海拉斯盆地... 文章基于LMD.MARS和LMD_MM_MARS模式,研究了火星地形对大尺度气候的影响,从全球模拟与区域降尺度视角进行了分析。LMD.MARS模拟结果表明,地形效应对火星全球平均地表温度影响较小(升温约0.3℃),但显著调控区域温度,如南半球海拉斯盆地和北半球亚马逊平原升温明显,而南北半球高纬区域呈现相反的温度响应;此外,地形效应改变了火星地表风场,显著减弱南北高纬西风,中纬地区风场由经向风转为盛行西风,并在热带区域形成跨赤道气流,促进大气沙尘在南北半球间的传输。大气沙尘分布表现出纬度迁移,南半球海拉斯盆地大气沙尘减少明显,而南极附近高纬地区大气沙尘增加显著。LMD_MM_MARS模式开展的有无奥林匹斯山地形的区域降尺度模拟(180 km、 60 km和20 km分辨率)进一步揭示了奥林匹斯山地形仅对局地风场有增强作用,但对更大范围内气候影响有限。 展开更多
关键词 火星地形 LMD.mars LMD_MM_mars MOLA 奥林匹斯山 地表温度 大气环流 大气沙尘
原文传递
基于MARS的隧道工作面安全系数预测公式构建研究 被引量:1
3
作者 满建宏 黄宏伟 +1 位作者 王飞阳 陈佳耀 《应用基础与工程科学学报》 北大核心 2025年第2期526-536,共11页
为解决山岭隧道工作面稳定性评估难题,提出一种快速高效的评估模型.收集文献中包括GSI、σ_(c)和m_(i)等关键参数在内的818组数据,得到σc与mi以及GSI与σc的相关系数;结合拉丁超立方抽样和解析解构建Ⅴ级围岩隧道工作面稳定性数据库;通... 为解决山岭隧道工作面稳定性评估难题,提出一种快速高效的评估模型.收集文献中包括GSI、σ_(c)和m_(i)等关键参数在内的818组数据,得到σc与mi以及GSI与σc的相关系数;结合拉丁超立方抽样和解析解构建Ⅴ级围岩隧道工作面稳定性数据库;通过MARS(Multivariate Adaptive Regression Splines)算法建立隧道工作面安全系数的预测公式,将其评估结果与施工现场相验证.对比分析表明:相比于岩体自身参数(σ_(c)、m_(i)和GSI),隧道的几何参数更能影响工作面的稳定性;该模型对各因素之间的复杂隐式关系具有良好的可解释性,可实现快速、准确、可靠的计算.因此,该评估模型更便于施工现场的应用,可为岩石隧道工作面稳定性的快速评估提供参考. 展开更多
关键词 工作面稳定性 相关系数 解析解 mars算法 拉丁超立方抽样 快速评估
原文传递
类MARS动态密码结构不可能差分区分器的自动化分析研究
4
作者 沈霞民 沈璇 卜予彤 《计算机工程与应用》 北大核心 2025年第21期297-308,共12页
动态分组密码结构设计与安全性分析已成为当前密码学领域研究的热点,王念平等人提出了类MARS动态密码结构,其线性变换层可从{0,1}^(4)上多个线性双射中选取,并从抵抗线性分析角度得出控制参数取值为1111时,是该结构线性变换层的一种优... 动态分组密码结构设计与安全性分析已成为当前密码学领域研究的热点,王念平等人提出了类MARS动态密码结构,其线性变换层可从{0,1}^(4)上多个线性双射中选取,并从抵抗线性分析角度得出控制参数取值为1111时,是该结构线性变换层的一种优化设计。为进一步研究该设计在抵抗不可能差分分析的安全性能,将控制参数取值扩展成{0,1}^(4)上线性双射集合中的一个子集,同时为提高分析效率,利用轮函数双射性质、中间相错技术和矩阵表示方法,设计了基于矩阵刻画的不可能差分自动化搜索算法,逐一对子集中16种情形的不可能差分区分器潜在轮数分析对比,当控制参数取值为0011、0101、0110、1001、1010和1100时,此6种情形存在任意轮不可能差分区分器,其他10种情形区分器为有限轮,其中控制参数1101对应结构的不可能差分区分器轮数最短。研究得出,类MARS动态密码结构同一参数设置抵抗不同密码分析强度各不相同,抗线性分析优化设计从不可能差分分析的角度看并不是最优选择,在设计密码结构时不能选择存在任意长区分器的参数,应选取抗各类密码攻击综合性能较强的设计,且提出的自动化搜索算法有助于动态密码结构的分析研究。 展开更多
关键词 分组密码 mars动态密码结构 不可能差分分析 中间相错技术 矩阵表示 自动化搜索
在线阅读 下载PDF
基于MARS的温度对内支撑影响敏感因素分析
5
作者 韩晓峰 姬建民 《建筑技术》 2025年第19期2427-2432,共6页
采用正交试验结合有限元模型,研究温度对内支撑梁轴力及变形的影响。基于MARS模型分析温度变化过程中地下连续墙厚度、腰梁(冠梁)宽度、支护结构插入比、土体水平抗力比例系数、内支撑梁长度、内支撑梁水平间距6个因素对轴力变化及位移... 采用正交试验结合有限元模型,研究温度对内支撑梁轴力及变形的影响。基于MARS模型分析温度变化过程中地下连续墙厚度、腰梁(冠梁)宽度、支护结构插入比、土体水平抗力比例系数、内支撑梁长度、内支撑梁水平间距6个因素对轴力变化及位移变化的敏感性。结果表明:地下连续墙厚度、内支撑梁长度、内支撑梁水平间距对内支撑轴力变化都是敏感因素,腰梁(冠梁)宽度则是不敏感因素。影响围护结构位移变化量的敏感因素为支撑梁长度。 展开更多
关键词 mars 有限元 温度 内支撑 轴力 变形 敏感性
在线阅读 下载PDF
MITM: A new Mars Ionosphere-Thermosphere Model
6
作者 ZhiPeng Ren YunBo Liu +2 位作者 WeiXing Wan Yong Wei XinAn Yue 《Earth and Planetary Physics》 2025年第2期337-345,共9页
In this study, we present an innovative Mars Ionosphere-Thermosphere Model(MITM), which is a time-dependent, threedimensional(3-D) model that comprehensively represents the self-consistently coupled thermosphere and i... In this study, we present an innovative Mars Ionosphere-Thermosphere Model(MITM), which is a time-dependent, threedimensional(3-D) model that comprehensively represents the self-consistently coupled thermosphere and ionosphere of Mars within the altitude range of 70-300 km. The model incorporates an extensive range of parameters, including neutral number densities of CO_(2), CO,O, O_(2), N_(2), NO, N(^(2)D), N(^(4)S), Ar, and He;ion number densities of CO_(2)^(+), CO^(+), O^(+), O_(2)^(+), N_(2)^(+), NO^(+), N^(+) ions, and electrons;neutral temperature;and neutral wind fields. The MITM code employs a high-resolution grid system in a spherical geographical coordinate system, with a horizontal resolution of 5° latitude by 7.5° longitude. This altitude-resolved grid system enables accurate depiction of spatial variations in the Martian thermosphere and ionosphere. To showcase the capabilities of the MITM, we present two simulation cases: one during the equinox and another during the solstice. Both simulations reproduce key features of the Martian thermosphere and ionosphere including the characteristics of horizontal circulation, diurnal variations in chemical composition, and distribution of electron density. The MITM offers a robust framework for understanding the intricate interactions and processes that shape the Mars thermosphere and ionosphere,which are crucial for enhancing our understanding of Martian upper atmosphere and ionosphere. 展开更多
关键词 mars THERMOSPHERE IONOSPHERE MODELING
在线阅读 下载PDF
Mars Clocks and other novel analog clocks,using Earth Standard Seconds
7
作者 Eric Wim Flesch Reggis Eric Sanders 《Astronomical Techniques and Instruments》 2025年第3期210-217,共8页
We present analog clocks fitted to the Mars solar day.These clocks use the standard Earth-based second of the International System of Units(SI)as their operational unit of time,unlike current practice for Mars timekee... We present analog clocks fitted to the Mars solar day.These clocks use the standard Earth-based second of the International System of Units(SI)as their operational unit of time,unlike current practice for Mars timekeeping.We discuss the importance of preserving the SI second.On this basis,we identify the two analog clocks most suitable for public use by a future Mars population.These are a 20-hour clock with a hand motion similar to that of the standard Earth clock,and a 24-hour clock with a novel“Martian”hand motion which strikes the hour when all 3 hands converge onto that hour mark on the dial.Both clocks have Earth-day equivalents to assist learning.We also present a 24-hour“SpaceClock”,similar to the Martian clock but with no favored reference plane,hence equally readable from any viewing orientation. 展开更多
关键词 CLOCK mars
在线阅读 下载PDF
Mars Express observations of the stretch effect of mini-magnetospheres formed by crustal fields on the Martian bow shock location
8
作者 LiHui Chai MengDan Guo 《Earth and Planetary Physics》 2025年第6期1171-1176,共6页
The strong crustal magnetic fields significantly alter the structure of the Martian space environment,including all plasma boundaries.The stretches of mini-magnetospheres formed by crustal fields from the location of ... The strong crustal magnetic fields significantly alter the structure of the Martian space environment,including all plasma boundaries.The stretches of mini-magnetospheres formed by crustal fields from the location of the Martian bow shocks were first found from the Mars Atmosphere and Volatile EvolutioN(MAVEN)observations.The present study aims to test whether this effect is also present in the shocks observed by Mars Express(MEX).We find that the bow shocks above the crustal field regions are enlarged,resulting in a north−south asymmetry and a longitude dependence in the shock size.The longitude dependence is more pronounced for near-subsolar shocks,and more dispersed for near-terminator shocks.The enlarged shocks are also observed to have shifted tailward from the longitudes of the strongest crustal fields.Due to a dawnside bias in MEX shock crossings,the enlarged shocks generally display a westward shift from the strongest crustal field region.These results confirm that stretches of the mini-magnetosphere are also present in the MEX shock observations. 展开更多
关键词 mars bow shock crustal fields
在线阅读 下载PDF
Basic processing of the InSight seismic data from Mars for further seismological research
9
作者 Shuguang Wang Shuoxian Ning +4 位作者 Zhixiang Yao Jiaqi Li Wanbo Xiao Tianfan Yan Feng Xu 《Earthquake Science》 2025年第5期450-460,共11页
The InSight mission has obtained seismic data from Mars,offering new insights into the planet’s internal structure and seismic activity.However,the raw data released to the public contain various sources of noise,suc... The InSight mission has obtained seismic data from Mars,offering new insights into the planet’s internal structure and seismic activity.However,the raw data released to the public contain various sources of noise,such as ticks and glitches,which hamper further seismological studies.This paper presents step-by-step processing of InSight’s Very Broad Band seismic data,focusing on the suppression and removal of non-seismic noise.The processing stages include tick noise removal,glitch signal suppression,multicomponent synchronization,instrument response correction,and rotation of orthogonal components.The processed datasets and associated codes are openly accessible and will support ongoing efforts to explore the geophysical properties of Mars and contribute to the broader field of planetary seismology. 展开更多
关键词 mars INSIGHT SEISMOLOGY data process seismic noise
在线阅读 下载PDF
Tempo-spatial distribution and formation mechanism of Recurring Slope Lineae on Mars
10
作者 HE Jinxin YANG Yongbin +2 位作者 YANG Chen ZHANG Hanya ZHOU Junhong 《Global Geology》 2025年第3期186-198,共13页
Recurring Slope Lineae(RSL)are seasonally observed dark streaks on the Martian surface that exhibit distinct spatial and temporal distribution characteristics.Exploring their formation mechanisms can deepen our unders... Recurring Slope Lineae(RSL)are seasonally observed dark streaks on the Martian surface that exhibit distinct spatial and temporal distribution characteristics.Exploring their formation mechanisms can deepen our understanding of surface activity on Mars and provide scientific basis for future Mars exploration.This study aims to gain a comprehensive understanding of the spatial and temporal distribution characteristics and formation mechanisms of RSL by reviewing relevant literature and synthesizing various viewpoints and experimental results.RSL typically appear during warm seasons,disappear during cold seasons,and repeat over multiple Martian years.The formation mechanisms can be broadly categorized into three types:dry mode,wet mode,and mixed mode.However,a definitive explanation for the formation of RSL is still lacking,and both the dry and wet models have their respective limitations.It is likely that the formation of RSL is the result of the combined action of multiple mechanisms.The next step should be to search for terrestrial analogs of RSL and conduct research at high spatial and temporal resolutions to understand the forming processes of RSL. 展开更多
关键词 mars Recurring Slope Lineae Tempo-spatial distribution formation mechanism
在线阅读 下载PDF
Statistical properties of hot flow anomalies around Mars
11
作者 MingYu Wu HeYin Wang +7 位作者 Lei Wang GuoQiang Wang SuDong Xiao YangJun Chen Qi Lü Peng E AiMin Du TieLong Zhang 《Earth and Planetary Physics》 2025年第4期891-903,共13页
Hot flow anomalies(HFAs)are not only a terrestrial phenomenon,but also a solar-system-wide phenomenon,one that can cause significant perturbations in planetary magnetospheres and ionospheres.In this study,based on the... Hot flow anomalies(HFAs)are not only a terrestrial phenomenon,but also a solar-system-wide phenomenon,one that can cause significant perturbations in planetary magnetospheres and ionospheres.In this study,based on the observations of Mars Atmosphere and Volatile EvolutioN(MAVEN)mission in the region upstream of the Martian bow shock from the year 2014 to 2020,we have investigated the statistical properties of HFAs around Mars.Our results show that HFAs can be found in a wide region of Mars,from the dayside to the terminator region.On average,these HFAs last 63 seconds,with a thickness of 28 local proton gyroradii.They are more prevalent when the ambient solar wind is denser and faster,and usually occur when the interplanetary magnetic field magnitude is between 1-4 nT.Martian HFAs can also lead to solar wind dynamics multiplying in pressure by factors of ten within only tens of seconds,which could significantly influence the heights of the Martian ionopause and induced magnetosphere boundary.By comparing HFAs around Earth,we suggest that these phenomena are primarily governed by solar wind dynamics rather than local planetary conditions. 展开更多
关键词 magnetic fields mars solar wind hot flow anomaly
在线阅读 下载PDF
Recent progress in studying orbital forcing of late Amazonian climate changes on Mars from Polar Layered Deposits
12
作者 Xiang Li Xu Wang XiaoGuang Qin 《Earth and Planetary Physics》 2025年第2期435-443,共9页
The polar layered deposits(PLD) of Mars can provide deep insight into paleoclimate changes over the planet's last several million years. Since the 1960s, researchers have studied almost all aspects of Martian PLD ... The polar layered deposits(PLD) of Mars can provide deep insight into paleoclimate changes over the planet's last several million years. Since the 1960s, researchers have studied almost all aspects of Martian PLD properties, searching for patterns that might reveal periodic characteristics of the planet's climate history. Although much progress has been made in our understanding of orbital periodicities reflected in the PLD, questions remain regarding how Martian orbital changes have affected the formation of the PLD and regarding the extent of climate information that is recorded in the PLD. Future studies of PLD should be carried out via integrated research that targets multi-profiles throughout the entire Martian polar regions that would clarify their general features at the hemisphere scale. Numerical modeling, coupled with modern observations of dust and water vapor transportation, should greatly advance our understanding of planetary climate evolution. Furthermore, future landing missions may help to clarify the paleoclimatic characteristics reflected in the PLD by drilling into these layered deposits and measuring mineralogical and geochemical compositions of the drilled samples. 展开更多
关键词 mars Polar Layered Deposits(PLD) climate change orbital forcing
在线阅读 下载PDF
Evidence for an ancient ocean on Mars
13
作者 李全忠 《疯狂英语(新读写)》 2025年第3期38-40,76,共4页
1 A possible ancient shoreline has been found in the region of Mars explored by the Chinese rover,Zhurong,providing further evidence that an ocean may once have covered a vast area of the lowlands in the planet's ... 1 A possible ancient shoreline has been found in the region of Mars explored by the Chinese rover,Zhurong,providing further evidence that an ocean may once have covered a vast area of the lowlands in the planet's northern part.2 The rover landed in southern Utopia Planitia in May 2021 and remained active for almost a year.Researchers studying data from the rover have found clues of an ancient ocean or liquid water as recently as 400,000 years ago. 展开更多
关键词 Zhurong rover utopia planitia liquid water ancient ocean mars SHORELINE southern utopia planitia
在线阅读 下载PDF
Deep-operator-network-based Mars entry parametric bank angle profile optimization
14
作者 Bo TANG Yanning GUO +2 位作者 Youmin GONG Jie MEI Weiren WU 《Chinese Journal of Aeronautics》 2025年第9期383-400,共18页
Rapid and reliable onboard optimization of bank angle profiles is crucial for mitigating uncertainties during Mars atmospheric entry.This paper presents a neural-network-accelerated methodology for optimizing parametr... Rapid and reliable onboard optimization of bank angle profiles is crucial for mitigating uncertainties during Mars atmospheric entry.This paper presents a neural-network-accelerated methodology for optimizing parametric bank angle profiles in Mars atmospheric entry missions.The methodology includes a universal approach to handling path constraints and a reliable solution method based on the Particle Swarm Optimization(PSO)algorithm.For illustrative purposes,a mission with the objective of maximizing terminal altitude is considered.The original entry optimization problem is converted into optimizing three coefficients for the bank angle profiles with terminal constraints by formulating a parametric Mars entry bank angle profile and constraint handling methods.The parameter optimization problem is addressed using the PSO algorithm,with reliability enhanced by increasing the PSO swarm size.To improve computational efficiency,an enhanced Deep Operator Network(Deep ONet)is used as a dynamics solver to predict terminal states under various bank angle profiles rapidly.Numerical simulations demonstrate that the proposed methodology ensures reliable convergence with a sufficiently large PSO swarm while maintaining high computational efficiency facilitated by the neural-network-based dynamics solver.Compared to the existing methodologies,this methodology offers a streamlined process,the reduced sensitivity to initial guesses,and the improved computational efficiency. 展开更多
关键词 Bank angle profile mars entry Neural networks Operator learning Particle swarm optimization
原文传递
Autonomous Spacecraft Formation Flying Implementation Near Mars Synchronous Orbit Based on Fuzzy Logic Control
15
作者 BIYOGO NCHAMA Vicente Angel Obama HASAN Mehedi +1 位作者 MASUM Sajjad Hossain SHI Peng 《Transactions of Nanjing University of Aeronautics and Astronautics》 2025年第S1期1-11,共11页
In response to the need for a supportive on-orbit platform for future Mars exploration missions,this paper proposes the design and implementation of an autonomous spacecraft formation flying system near the Martian sy... In response to the need for a supportive on-orbit platform for future Mars exploration missions,this paper proposes the design and implementation of an autonomous spacecraft formation flying system near the Martian synchronous orbit using fuzzy learning-based intelligent control.A detailed analysis of spacecraft relative motion in the Mars environment is conducted,deducing the necessary conditions to reach the Martian synchronous orbit constraints.The modified Clohessy-Wiltshire(C-W)equation with Martian J_(2)(Oblateness index)perturbation is used as a reference to design a fuzzy learning-based intelligent and robust nonlinear control approach,which helps to autonomously track the desired formation configuration and stabilizes it.An introduction to spacecraft propulsion mechanisms is provided to analyze the feasibility of using electrical thrusters for spacecraft formation configuration tracking and stabilization in Martian synchronous orbits.The simulations show the effectiveness of the proposed control system for long-term on-orbit operations and reveal its reliability for designing intelligent deep-space formation flying configurations,such as an autonomous Mars observatory,a Martian telescope,or an interferometer. 展开更多
关键词 mars space station spacecraft formation flying fuzzy logic-based spacecraft formation control intelligent control
在线阅读 下载PDF
Multi-modular UAV for Mars exploration:A concept feasibility study
16
作者 Djahid GUERAICHE Daniel ALBITAR +1 位作者 Konstantin FEDOROV Yihan YANG 《Chinese Journal of Aeronautics》 2025年第9期94-113,共20页
A brief concept study of a modular research aircraft with potential applications to Mars exploration is conducted.Considered are dimensional and mass constraints of a launch vehicle payload compartment,mission radius ... A brief concept study of a modular research aircraft with potential applications to Mars exploration is conducted.Considered are dimensional and mass constraints of a launch vehicle payload compartment,mission radius extension applying ground mobility and overall flight envelope extension using fixed-wing aerodynamics.Also,some lessons learned from NASA Mars Ingenuity flights are considered and addressed with few solutions.The modular system includes a fixed-wing design along with a number of smaller autonomous quadcopter UAVs,encapsulated inside a geodesic spherical support through a gimbal mechanism for ground mobility.Analyzed is the feasibility of allocating to these mini drones both scout and mapping tasks of complex terrain such as crater walls,canyons and cave systems that might hold key insights into the planet's geologic history.Once docked with the mothership fixed wing,the mini drones serve as a distributed propulsion system,for vertical take-off and landing and control,completely replacing control surfaces on the flying wing itself,its engine and landing gear.CFD and structural simulations have demonstrated the flight-ability in Mars conditions of a flying wing design along with scout drone prototypes with a pentagon-hexagon geodesic shell.Also demonstrated is the great flexibility of the suggested modular approach for various research applications and mission profiles on Mars and other planets or moons,improving overall reliability and mission radius. 展开更多
关键词 Geodesic sphere Golberg polyhedron INGENUITY Low Reynolds number mars exploration Modular aircraft Multirotor Spherical drone
原文传递
基于MARS的地表下沉系数求取方法研究
17
作者 余丹 《现代信息科技》 2025年第16期159-162,167,共5页
为解决地表下沉系数难以准确获取的问题,多元自适应回归样条(MARS)被引入以建立预测模型。通过分析影响地表下沉系数的因素,并基于我国66个典型工作面的实测数据进行验证,重点探讨采矿要素与地表下沉系数的关系,同时与BP神经网络模型结... 为解决地表下沉系数难以准确获取的问题,多元自适应回归样条(MARS)被引入以建立预测模型。通过分析影响地表下沉系数的因素,并基于我国66个典型工作面的实测数据进行验证,重点探讨采矿要素与地表下沉系数的关系,同时与BP神经网络模型结果进行对比。结果显示,MARS模型预测精度较高,最大相对误差为3.76%,平均相对误差为1.24%,并识别出松散层厚度、平均采深和走向宽深比为主要影响因素。该模型预测结果可为地表下沉系数参数预计提供参考。 展开更多
关键词 开采沉陷 多元自适应回归样条 地表下沉系数 回归模型
在线阅读 下载PDF
基于MARS的岩石抗拉强度预测模型 被引量:1
18
作者 徐国权 王鑫瑀 《长江科学院院报》 CSCD 北大核心 2024年第2期135-141,共7页
将无损检测技术与机器学习相结合,通过建立预测模型来快速确定岩石抗拉强度已经成为热门研究方向之一。为了建立预测模型,提出一种基于多元自适应回归样条(MARS)的数据驱动建模技术,用于岩石抗拉强度预测。共收集了80组试验数据,包括施... 将无损检测技术与机器学习相结合,通过建立预测模型来快速确定岩石抗拉强度已经成为热门研究方向之一。为了建立预测模型,提出一种基于多元自适应回归样条(MARS)的数据驱动建模技术,用于岩石抗拉强度预测。共收集了80组试验数据,包括施密特回弹数、干密度、点荷载强度指数以及巴西抗拉强度。所有数据被随机分为2个部分,其中70%的数据用于训练模型,剩余30%的数据用于测试模型性能。同时开发了人工神经网络、支持向量机和决策树3种数据驱动模型。选择了4种常用的模型性能评价指标,分别为均方根误差、平均绝对误差、相关系数和决定系数,以此来对所开发模型的预测性能进行比较。结果表明:所开发的智能模型均能够提供较高的预测精度,其中MARS模型性能优于其他3种模型,支持向量机和人工神经网络模型次之,决策树模型相对较差。值得一提的是,MARS模型能够通过方差分析来评估每个变量的相对重要性。研究成果有助于快速确定岩石抗拉强度。 展开更多
关键词 岩石力学 抗拉强度 多元自适应回归样条(mars) 机器学习 预测模型
在线阅读 下载PDF
移动增强现实(MAR)助力地理科普
19
作者 陈振杰 李满春 +1 位作者 张帅 刘伟龙 《科技传播》 2025年第21期178-182,共5页
探索基于移动增强现实(MAR)的地理科普的实施路径、地理科普MAR内容设计思路。地理科普内容设计应从科普主题、虚拟场景和任务情境三方面构建场景,从互动环节、交互方式、创作交互、个性化学习等方面设计交互环节,为受众带来更加生动、... 探索基于移动增强现实(MAR)的地理科普的实施路径、地理科普MAR内容设计思路。地理科普内容设计应从科普主题、虚拟场景和任务情境三方面构建场景,从互动环节、交互方式、创作交互、个性化学习等方面设计交互环节,为受众带来更加生动、有趣、个性化的地理科普体验。文章可以为地理科普工作者提供有益的参考。 展开更多
关键词 地理科普 虚拟仿真 移动增强现实 mar
在线阅读 下载PDF
MARS模型在渭河流域参考作物蒸散量计算中的适应性研究 被引量:2
20
作者 葛杰 周晓平 +4 位作者 王晶 曹绮欣 曹钧恒 陈至立 冯家豪 《节水灌溉》 北大核心 2024年第2期17-24,共8页
为有效提高气象资料缺失时渭河流域参考作物蒸散量(ET_(0))计算精度,选取流域及附近20个气象站58 a(1960-2017年)逐日气象资料,基于不同气象要素组合,构建16种基于多元自适应回归样条(MARS)的ET_(0)计算模型,并将计算结果与Hargreaves-S... 为有效提高气象资料缺失时渭河流域参考作物蒸散量(ET_(0))计算精度,选取流域及附近20个气象站58 a(1960-2017年)逐日气象资料,基于不同气象要素组合,构建16种基于多元自适应回归样条(MARS)的ET_(0)计算模型,并将计算结果与Hargreaves-Samani、Makkink和Irmark-Allen模型进行对比,评价MARS模型在渭河流域的适应性及可移植性。结果表明:MARS模型能很好地甄别ET_(0)与各输入因子间的非线性关系,MARS2(T_(max)、T_(min)、R_(a))计算精度(平均MAE为0.225 mm/d,平均RMSE为0.327 mm/d,平均R2为0.897)能满足应用要求,模型精度随输入气象要素数量的增加而升高;输入因子中引入地球外辐射R_(a),可明显提高MARS模型精度;在输入因子相同时,MARS模型精度高于Hargreaves-Samani、Irmark-Allen和Makkink模型;MARS模型在渭河流域具有很强的泛化能力和可移植性。因此,气象资料缺失时基于MARS建立的ET_(0)计算模型可作为渭河流域ET_(0)计算的推荐模型。 展开更多
关键词 渭河流域 参考作物蒸散量 多元自适应回归样条 可移植性 ET_(0)模型 地球外辐射R_(a)
在线阅读 下载PDF
上一页 1 2 115 下一页 到第
使用帮助 返回顶部