基于FPN Res-Unet的高分辨率遥感影像建筑物变化检测

针对城市土地资源变化检测工作繁杂、工作量大、自动化程度低等问题，本文提出一种基于深度学习模型的高分辨率遥感影像建筑物变化检测方法，将语义分割的思想引入到遥感变化检测。基于残差结构特征较卷积层提取性能更优和特征金字塔网络多尺度预测的特点，将残差结构和特征金字塔网络融合到Unet模型中，建立FPN Res-Unet模型。该模型以Unet为基础，引入ResNet18的残差结构作为编码路径特征提取层，在每次卷积后使用边界填充，使得输入图像和输出图像尺寸一致；在解码路径每级上采样过程中，拓展支路径将特征金字塔网络融合到模型的网络主干中，将残差结构、Unet及特征金字塔网络的优点相互融合，增强了Unet的特征提取，弥补了语义分割网络对小目标检测的欠缺；在获取深层语义信息的同时关注细节信息，提高建筑物变化检测精度。实验表明，该方法在所用数据集，准确率、召回率、F₁ 3种指标均达到90%以上。     

武都万象洞方解石现代沉积体系δ~(18)O值月变化特征

万象洞所在地大气降水同位素值年内波动较大,变化起止时间存在显著的年际差异。观测期内,武都降水同位素δD-δ18O组合特征与周边城市降水同位素多年平均值重建的区域降水雨水线基本重合,洞穴所在地区降水同位素具有很好的区域代表性。洞穴滴水同位素值年内变化幅度较小,基本反映了当地大气降水同位素值的月加权平均水平。洞穴次生碳酸盐与洞穴滴水之间符合同位素平衡分馏基本规律。季节尺度上,不同监测点滴水及次生碳酸盐δ18O值因受地下水混合作用强弱差异及洞穴温度的小幅变化等影响而略有差异;年际变化上,夏季风爆发前后降雨量的权重及爆发时间的早晚对洞穴滴水-碳酸盐体系同位素水平存在一定的影响。万象洞洞穴滴水、石笋氧同位素信号在年代际尺度上可以很好地指示区域内大气降水的同位素变化特征。     

北京猿人洞堆积旋回与黄土和深海气候旋回对比

北京猿人洞13个堆积层可划分为7个堆积旋回。每个旋回早期的堆积层(砂、粉砂、粘土和钙扳层),含有暖温带气候特征的哺乳动物和孢粉组合;晚期的堆积层(洞穴角砾与巨砾层),含有温带较干冷气候特征的哺乳动物和孢粉组合。堆积层年代测定数据表明北京猿人洞7个堆积旋回形成于更新世中期,年代为128-730ka,与中国黄土层L₂-S₇,相当,可与深海氧同位素阶段6-19和气候旋回C-I对比。北京猿人在此洞断续生活了约35万年,即从距今约60万年的第5堆积旋回(δ¹⁸O第14阶段)至距今约25万年的第2堆积旋回(δ¹⁸O第8阶段)。     

Authigenic sericite record of a fossil geothermal system: the Offenburg trough,central Black Forest,Germany

A fossil geothermal area is hosted by the Carboniferous, Permian and Bunter sandstones of the Offenburg intramontane trough in the central Black Forest. The hydrothermal alteration is identified on the basis of newly formed sericites, which appear as pseudomorphs after feldspar and filling of pore spaces. According to K–Ar dating of sericite, serititization occurred about 145 Ma ago (Jurassic). On the basis of ¹⁸O analyses of sericite, sericite composition and vitrinite reflectance, the hydrothermal fluids had temperatures of 150–210 °C. Because their electrolyte content was low, these fluids are assumed to have derived from meteoric water. A second pulse of electrolyte-rich hydrothermal fluids resulted in quartz overgrowths. Fluid mobilization seems to be linked to the disintegration of Pangaea and to reactivated fault systems extending from the crystalline basement into the intramontane sediments.     

贵州都匀七星洞石笋剖面晚更新世高分辨率的气候地层学

通过对贵州都匀七星洞4根石笋42件系统的TIMS²³⁰Th测年及694件稳定同位素分析,揭示的气候变化记录时限范围连续1～15万年,稳定同位素样品平均分辨率晚期达150～220a,早期达440～530a。研究表明,石笋^δ18O曲线,相当于海洋记录的终止点Ⅰ及终止点Ⅱ具有特别明显的突变,其年龄分别为11.3kaB.P.及129.3kaB.P.,应为晚更新世顶、底界线的准确年代。晚更新世与深海氧同位素记录MIS2～MIS5e相对应的气候地层单元,其界限年代也分别得到了明确的界定。相当于格陵兰冰芯记录、北大西洋沉积记录的YD事件、Heinrich气候突变事件,几个石笋记录取得了一致的准确定位及定年。其中YD事件为12.76～11.52kaB.P.;Heinrich事件的H1～H6分别为17～15kaB.P.,24.6kaB.P.,30.5kaB.P.,39.3kaB.P.,47.8～46.8kaB.P.以及60.4kaB.P.。对其与北大西洋沉积及格陵兰冰芯记录所揭示的短尺度气候突变事件的可比性,表明东亚季风气候变化,与高纬度地区的气候变化呈遥相关响应,对研究东亚季风气候驱动机制及其与全球气候变化的响应关系和对晚更新世的地层学研究,均具有特别重要的意义。     

河北平原地下水氘过量参数特征

氘过量参数是由Dansg aar d提出的一个新概念,它被定义为:d= δD-8δ18O。河北平原地下水氘过量参数有三个特征: ( 1)地下热水的氢和氧同位素组成显示出热交换的态势,d 值随地下水年龄增大而减少。( 2)在同一地区,d 值随着地下水埋深加大而增大。( 3)在同一含水层内,沿着地下水的路径,从补给区到承压区, d 值随着地下水年龄增大而增大。我们认为, d 值虽然是地下水年龄的函数,但最好和3 H、3H- 3He、14 C、36 Cl和4 He测年结果结合使用。      

西北干旱地区大气降水δ18O的特征及水汽来源

In order to reveal the characteristics and climatic controls on the stable isotopic composition of precipitation over Arid Northwestern China, eight stations have been selected from Chinese Network of Isotopes in Precipitation (CHNIP). During the year 2005 and 2006, monthly precipitation samples have been collected and analyzed for the composition of δD and δ18O. The established local meteoric water line δD=7.42 δ18O+1.38, based on the 95 ob-tained monthly composite samples, could be treated as isotopic input function across the region. The deviations of slope and intercept from the Global Meteoric Water Line indicated the specific regional meteorological conditions. The monthly δ18O values were characterized by a positive correlation with surface air temperature (δ18O (‰) =0.33 T (℃)-13.12). The amount effect visualized during summer period (δ18O (‰) = -0.04P (mm)-3.44) though not appeared at a whole yearly-scale. Spatial distributions of δ18O have properly portrayed the atmospheric circulation background in each month over Arid Northwestern China. The quan-titative simulation of δ18O, which involved a Rayleigh fractionation and a kinetic fractionation, demonstrated that the latter one was the dominating function of condensation of raindrops. Furthermore, the raindrop suffered a re-evaporation during falling processes, and the pre-cipitation vapor might have been mixed with a quantity of local recycled water vapor. Multiple linear regression equations and a δ18O-T relation have been gained by using meteorological parameters and δ18O data to evaluate physical controls on the long-term data. The estab-lished δ18O-T relation, which has been based on the present-day precipitation, could be considered as a first step of quantitatively reconstructing the historical environmental climate.     

Identifying the source of atmospheric moisture over arid deserts using stable isotopes (2H and 18O) in precipitation

Precipitation is a major component of the hydrologic cycle in arid desert areas. To date, however, few studies have been conducted on investigating the isotope characteristics and moisture sources of precipitation in arid desert environments. The Alxa Desert Plateau is a critical arid desert area in North China. This study is the first to analyse the stable isotopic composition of precipitation to identify the sources of atmospheric moisture over this plateau. Our results show that the δD and δ¹⁸O values of precipitation across the plateau change greatly at both daily and monthly timescales, and exhibit seasonal variations. Among the main meteorological parameters, atmospheric temperature is the most predominant factor controlling the isotopic composition and the δD–δ¹⁸O relationship of local precipitation. Analyses of the precipitation isotopes with the Hybrid Single Particle Lagrangian Integrated Trajectory (HYSPLIT) model reveal that (a) the westerly and polar moisture sources are the dominant controls on summer and winter precipitation and (b) the evaporation of local lake water significantly affects winter precipitation even though it only represents a small amount. Based on the isotope data of 2013–2016 precipitation, a local meteoric water line (LMWL) is derived: δD = (8.20 ± 0.22)·δ¹⁸O + (8.15 ± 2.16)‰ for the study site. Compared to the global meteoric water line, the LMWL has a greater slope and lower d‐excess. This can be explained by admixing of atmospheric moisture resulting from the evaporation of local lake water. Based on this LMWL, we are able to trace that groundwater of the Badain Jaran Desert originates from the surrounding mountains with altitudes of <4,000 m. The newly derived LMWL shows that the recharge altitudes of desert groundwater are overestimated on the basis of the previous LMWLs. This study not only provides insights into the hydrological cycle but also offers guidance for water resource management in arid desert areas of China. Additionally, this study provides techniques that can be applied to the analyses of precipitation isotopes in similar arid regions of the world.     

7个月周期极移的非线性动力机制

从滞弹性阻尼形变摄动造成CW频率调制假设出发，对CW的共振激发模型加上参数的时变调制，变成了参数共振模型。经正演计算发现，参数共振模型完全符合CW的实际，表明滞弹性阻尼形变摄动造成频率的3％调制，进一步使得CW振幅调制可达70％以上。这一参数共振模型是一个非线性动力系统，在非线性情况下，运动将发生分岔，即多解。     

硝酸盐中~(15)N和~(18)O测试新技术

最近 40年 ,硝酸盐 (NO-3 )已成为最常见的地下水污染源之一。本文介绍了用CaO除去CO2 与H2 O的测定氮同位素比值的燃烧管方法和用AgNO3 +C(石墨 )生成CO2 的测定NO-3 中氧同位素比值的燃烧法 ,它们是 1995年以后发展起来的最新测试技术。