Inversion and III-Posed Problem Solutions in Atmospheric Remote Sensing

With the swift advances in earth observation,satellite remote sensing and application of atmospheric radiation theory have been developed in the past decades,atmospheric sensing inversion with its algorithms is getting more and more importance.It is known that since a remote sensing equation falls into an integral equation of the first kind,thus leading to the fact that it is ill-posed and particularly the solution is unsteady,tremendous difficulties arise from the retrieval.This paper will present a simple review on the inversion techniques with some necessary remarks,before introducing the successful efforts with respect to such equations and the encouraging solutions achieved in recent decades by researchers of the world.     

贝叶斯同化重力反演方法构建龙门山地壳密度模型

重力异常对地壳横向密度变化敏感,而无约束重力反演得到的密度模型其垂向分辨能力往往不理想.为了改善反演结果的垂向分辨率,本文参考已有先验分层模型,基于贝叶斯原理,提出了一种重震联合反演的新策略,可实现多种参考模型和复杂加权参数条件下的最大后验概率估计.理论模型测试结果表明,对于深度加权、多参考模型约束等多种问题,本文提出...     

正则化方法在风海流Ekman模型资料同化中的应用

针对修正的风海流Ekman模型，采用变分同化技术结合反问题的正则化技巧，对模式的初始条件、边界条件和模式参数进行最优调整，使模式解与观测场能较好地符合。在对模式参数的估计过程中，引进正则化思想，在目标泛函中增加稳定泛函，从而克服在调整模式参数时造成的不适定。并通过数值试验进一步肯定正则化理论在资料同化中的作用。     

Inversion and III-Posed Problem Solutions in Atmospheric Remote Sensing

With the swift advances in earth observation, satellite remote sensing and application of atmospheric radiation theory have been developed in the past decades, atmospheric sensing inversion with its algorithms is getting more and more importance. It is known that since a remote sensing equation falls into an integral equation of the first kind, thus leading to the fact that it is ill-posed and particularly the solution is unsteady, tremendous difficulties arise from the retrieval. This paper will present a simple review on the inversion techniques with some necessary remarks, before in-troducing the successful efforts with respect to such equations and the encouraging solutions achieved in recent dec-ades by researchers of the world.     

高分辨率抛物线拉冬变换多次波压制技术

对于孔径过小,采样不充分的地震数据,抛物线拉冬变换的多次波压制效果不理想,且存在空间假频问题。综合Sacchi、Mauricio、Todd Mojesky等对抛物线拉冬变换压制多次波的分析,阐明了高分辨率抛物线拉冬变换原理。通过理论模型试验和实际地震数据的分析证明,高分辨率抛物线拉冬变换可以突破离散采样和有限孔径的限制,实现对地震数据中的多次波及空间假频的快速、有效压制。     

渤海地区地震活动性参数空间分布函数中的确定

以未来各潜在震源区发生各震级的概率作为确定地震活动性参数的空间分布函数为依据。我们应用贝叶斯方法得到各震级档未来发生地震的概率，并以渤海地区为例,说明了本方法的可行性。     

贝叶斯准则在农牧交错带农业种植决策中的应用

为揭示呼伦贝尔市农牧交错带农业种植结构的实质,利用贝叶斯准则及该区气象资料,主要作物大豆、玉米和小麦的种植面积及产量资料进行了分析。结果表明:①该区种植作物的经济效益大小排序为:大豆>玉米>小麦;②如果预报有干旱发生,则作物种植比例大小排序为:玉米>大豆>小麦;如果预报有洪涝或低温冷害发生,则作物种植比例大小排序为:大豆>玉米>小麦;③设计了两种在干旱气候年型下的作物种植比例最优方案,产值可分别增加3%和5%以上。     

二维大地电磁正则化共轭梯度法反演算法

针对大地电磁二维反演中目标函数收敛速度慢而且解的稳定性较差等问题,提出了大地电磁数据的正则化共轭梯度法反演算法(Regularized Conjugate Gradient Algorithm,RCGA)。此算法在构建目标函数时引入正则化的思想,利用共轭梯度法求解最优化问题。在每次迭代过程中根据目标的收敛情况更新正则化因子,有效地解决了迭代时目标函数发散的问题。最后对两个典型模型进行了试算,对其收敛速度及解的稳定性进行了分析,并与传统反演方法的计算结果进行了对比,结果都表明RCGA具有收敛速度快、精度高、结果稳定等优点。     

Undersea Buried Pipeline Reconstruction Based on the Level Set and Inverse Multiquadric Regularization Method

The electric inversion technique reconstructs the subsurface medium distribution from acquired data. On the basis of electric inversion, objects buried under the earth or seabed, such as pipelines and unexploded ordnance, are detected and located in a contactless manner. However, the process of accurately reconstructing the shape of the target object is challenging because electric inversion is a nonlinear and ill-posed problem. In this work, we present an inverse multiquadric (IMQ) regularization method based on the level set function for reconstructing buried pipelines. In the case of locating underwater objects, the unknown inversion area is split into two parts, the background and the pipeline with known conductivity. The geometry of the pipeline is represented based on the level set function for achieving a noiseless inversion image. To obtain a binary image, the IMQ is used as the regularization term, which 'pushes' the level set function away from 0. We also provide an appropriate method to select the bandwidth and regularization pa-rameters for the IMQ regularization term, resulting in reconstructed images with sharp edges. The simulation results and analysis show that the proposed method performs better than classical inversion methods.     

Chronology of the Paleolithic site of Xibaimaying in the Nihewan Basin,North China,inferred from optical dating of fine-grained quartz

The Paleolithic site of Xibaimaying (XBMY), once considered the youngest flake tool site within the Nihewan Basin, North China, is an ideal archive to study the chronological relationship between flake tool and microblade industries in the Nihewan Basin during the Upper Palaeolithic, but the previous ages obtained for the site remain controversial. From 2015 to 2019, three areas at two archaeological localities (XBMY-I and XBMY-II) of the site were excavated, and well-preserved fossils and flake tools were unearthed. In this study, a total of 26 samples were collected from the three areas for optically stimulated luminescence (OSL) dating using a single-aliquot regenerative-dose (SAR) protocol on fine-grained quartz. A shared ‘Standardized growth curve’ (SGC) for a section was constructed to reduce the time required for D_e estimation. The long-term weighted average water contents of the samples during their burial period were estimated based on the in-situ water contents of continuous samples from a nearby borehole. All the OSL ages were modelled via Bayesian statistics using the OxCal software, modifying the OSL ages with stratigraphic constraints in each section. The results show that the cultural layer bearing flake tool assemblages falls within the period of 122–36 ka, indicating that the flake tool industry of the Xibaimaying site is comparable to that of the Youfangbei (108–86 ka), Banjingzi (∼86 ka) and Xinmiaozhuang (75–63 ka) sites, rather than the youngest one in the Nihewan basin, which explains why the Xibaimaying site is characterized as pure flake tool culture without any ‘advanced’ trait. The OSL dating results also shed new light on the study of sedimentary processes in the Xibaimaying site area. The different deposition rates (0.01–1.61 mm/a) for the sediments at the three newly excavated areas imply complex geomorphologic processes in the site area.