Big Earth data: disruptive changes in Earth observation data management and analysis?

ABSTRACT

Turning Earth observation (EO) data consistently and systematically into valuable global information layers is an ongoing challenge for the EO community. Recently, the term ‘big Earth data’ emerged to describe massive EO datasets that confronts analysts and their traditional workflows with a range of challenges. We argue that the altered circumstances must be actively intercepted by an evolution of EO to revolutionise their application in various domains. The disruptive element is that analysts and end-users increasingly rely on Web-based workflows. In this contribution we study selected systems and portals, put them in the context of challenges and opportunities and highlight selected shortcomings and possible future developments that we consider relevant for the imminent uptake of big Earth data.     

Impacts of Aerosol-Radiation Interactions on the Wintertime Particulate Pollution under Different Synoptic Patterns in the Guanzhong Basin,China

The effects of aerosol–radiation interactions(ARI) are not only important for regional and global climate, but they can also drive particulate matter(PM) pollution. In this study, the ARI contribution to the near-surface fine PM(PM2.5)concentrations in the Guanzhong Basin(GZB) is evaluated under four unfavorable synoptic patterns, including "northlow", "transition", "southeast-trough", and "inland-high", based on WRF-Chem model simulations of a persistent heavy PM pollution episode in January 2019. Simulations show that ARI consistently decreases both solar radiation reaching down to the surface(SWDOWN) and surface temperature(TSFC), which then reduces wind speed, induces sinking motion,and influences cloud formation in the GZB. However, large differences under the four synoptic patterns still exist. The average reductions of SWDOWN and daytime TSFC in the GZB range from 15.2% and 1.04°C in the case of the"transition" pattern to 26.7% and 1.69°C in the case of the "north-low" pattern, respectively. Furthermore, ARI suppresses the development of the planetary boundary layer(PBL), with the decrease of PBL height(PBLH) varying from 18.7% in the case of the "transition" pattern to 32.0% in the case of the "north-low" pattern. The increase of daytime near-surface PM2.5 in the GZB due to ARI is 12.0%, 8.1%, 9.5%, and 9.7% under the four synoptic patterns, respectively. Ensemble analyses also reveal that when near-surface PM2.5 concentrations are low, ARI tends to lower PM2.5 concentrations with decreased PBLH, which is caused by enhanced divergence or a transition from divergence to convergence in an area. ARI contributes 15%–25% toward the near-surface PM2.5 concentrations during the severe PM pollution period under the four synoptic patterns.     

多途径解决我国钾盐资源紧缺的对策探讨

探讨了钾盐矿产的应用,钾盐矿产在世界及我国的分布状况,提出了解决我国钾盐矿产资源紧缺问题的途径。     

Plagioclase replacement textures in partially eclogitised gabbros from the Sanddal mafic-ultramafic complex, Greenland Caledonides

The Sanddal mafic‐ultramafic complex (SMUK) is a cluster of variably eclogitised mafic and ultramafic bodies that comprise the westernmost known eclogite facies locality in the North‐East Greenland eclogite province (NEGEP). Although there are no true eclogites in the SMUK, we interpret three distinct textural types of plagioclase replacement to record sequential stages in adjustment of SMUK olivine gabbro‐norites to eclogite facies conditions. The earliest stage, in which plagioclase was replaced by omphacite/spinel symplectite before nucleation of garnet (Type 1A & 1B) has not previously been described. Documentation of this texture provides clear evidence that, at least in some cases, garnet nucleation is delayed relative to nucleation of omphacite and is a rate‐limiting step for eclogitisation. Type 1C domains were produced by scattered nucleation of garnet in the same sample. In Type 2 domains, plagioclase was replaced by a layered corona with an outer layer of garnet, an inner layer of omphacite and an interior of inclusion‐rich plagioclase. In Type 3 domains, the omphacite layer was overgrown by the garnet rim, and omphacite is preserved only as inclusions in garnet. In more coarse grained leucogabbros, recrystallization was more complete, plagioclase replacement textures were less localised, and could not be divided into distinct stages. Plagioclase replacement in SMUK samples was not isochemical, and required diffusion of at least Mg and Fe from replacement of mafic phases in the surroundings. Strong compositional gradients in garnet reflect disequilibrium and were controlled by the different diffusion rates of Mg/Fe and Ca, different local chemical environments, and progress of the plagioclase breakdown reaction. The presence of small amounts of hydrous minerals (amphibole, phlogopite and clinozoisite) in local equilibrium in plagioclase domains of most SMUK samples indicates that a small amount of H₂O was present during high pressure metamorphism.     

Structure,diversity and stability of two oligochaete communities according to sedimentary inputs in Lake Geneva (Switzerland)

Two oligochaete communities were sampled monthly during one year in two 35 m deep locations of Lake Geneva (Switzerland). Organic sedimentation was lower and less variable in station 1 than in station 2 (157 versus 214 g C m⁻²yr⁻¹). The oligochaete community in station 1 was more diverse and more stable (persistent over time) than in station 2, as long as the organic sedimentation was low. Diversity and stability decreased in station 1 when the organic sedimentation increased, and during anOscillatoria bloom. The less diverse community in station 2 was more resistent to these changes. Diversity was associated with environmental stability, but resistance to perturbation was greater in the simpler community which is adapted to changing environmental conditions. The value of oligochaete communities as an indicator of the level of eutrophication was reassessed according to our present data. Changes in the structure of oligochaete communities were related to changes in sedimentation processes.     

中国北方晚中生代陆相盆地红-黑岩系耦合产出对砂岩型铀矿成矿环境的制约

为研究中国北方陆相盆地红层-黑色岩系对砂岩型铀成矿的制约,文章研究了国内外红-黑岩系与砂岩型铀矿赋存岩层的时空关系,筛选了10万余m岩心钻探资料,选择准噶尔、鄂尔多斯和松辽盆地这3个典型产铀盆地,通过编制盆地钻孔柱状图、典型地区连井剖面图及关键岩层的地球化学测试等方法,对红-黑岩系和砂岩型铀矿的赋存岩层进行了垂向、横向上综合分析与对比。研究发现:北方陆相盆地自西向东铀矿赋存地层的时代由中侏罗世过渡到晚白垩世;晚中生代至少存在6次大规模的富氧红层沉积事件:Ⅰ中侏罗世—晚侏罗世早期(BathonianOxfordian),Ⅱ早白垩世早中期(Berriasian-Barremian),Ⅲ早白垩世中期(Barremian),Ⅳ晚白垩世早期(Cenomanian),Ⅴ晚白垩世中期(Coniacian)和Ⅵ晚白垩世晚期(Campanian)。其中第Ⅰ、Ⅴ和Ⅵ期红层之下沉积了时代相近的黑色层,与之构成"红-黑岩系"的沉积结构,是北方砂岩型铀成矿的3个重要层位。典型盆地内地球化学表明,红层与黑色层的B、Sr和Cu元素含量及Fe~(2+)/Fe~(3+)、B/Ga、Sr/Cu和FeO/MnO比值具有明显的差异,结合黑色岩层中草莓状黄铁矿、碳屑、油斑和红层中碳酸盐岩的发育,认为红层为相对较强氧化环境,黑色层为相对较还原环境。连井剖面资料显示红层、黑色层与砂岩型铀矿空间关系密切,铀矿多产于红层与黑色层之间过渡带上,呈板状矿体赋存于灰色、绿灰色砂岩和细砂岩中。一般红层与黑色层垂向距离超过500 m不利于成矿。晚中生代陆相盆地内耦合产出的黑色岩系和红色岩系是古沉积环境由还原向氧化转变形成的垂向分带,前者为铀矿物质沉淀提供了"障",后者为表生流体溶解铀矿提供了"场"。文章初步提出了红-黑岩系垂向环境变化制约着北方陆相盆地砂岩型铀大规模成矿作用的新认识。这些认识不仅对砂岩型铀矿成矿环境、成矿规律及成矿模式研究具有重要意义,更对目前正在开展的砂岩型铀矿勘查工作具有实践指导意义。     

Noise storms and the structure of microwave emission of solar active regions

Solar radio and microwave sources were observed with the Very Large Array (VLA) and the RATAN-600, providing high spatial resolution at 91 cm (VLA) and detailed spectral and polarization data at microwave wavelengths (1.7 to 20 cm - RATAN). The radio observations have been compared with images from the Soft X-ray Telescope (SXT) aboard theYohkoh satellite and with full-disk phoptospheric magnetic field data from the Kislovodsk Station of the Pulkovo Observatory. The VLA observations at 91 cm show fluctuating nonthermal noise storm sources in the middle corona. The active regions that were responsible for the noise storms generally had weaker microwave emission, fainter thermal soft X-ray emission, as well as less intense coronal magnetic fields than those associated with other active regions on the solar disk. The noise storms did, however, originate in active regions whose magnetic fields and radiation properties were evolving on timescales of days or less. We interpret these noise storms in terms of accelerated particles trapped in radiation belts above or near active regions, forming a decimetric coronal halo. The particles trapped in the radiation belts may be the source of other forms of nonthermal radio emission, while also providing a reservoir from which energetic particles may drain down into lower-lying magnetic structures.Presented at the CESRA-Workshop on Coronal Magnetic Energy Release at Caputh near Potsdam in May 1994.     

中国季降水量的气候噪声和潜在可预报性估计

利用中国130个测站1961—2004年的日降水量资料,使用低频白噪声延伸法和方差分析法估计了中国季降水量的气候噪声方差和潜在可预报性。结果表明：中国季降水量的气候噪声方差由南向北、由沿海向内陆逐渐减小,且有明显的季节变化,夏季最高,其次是春秋季,冬季最小,而且内陆的季节变化比东南沿海的季节变化显著。季降水量的潜在可预报性有较大的季节和区域差异,但总体来说,全国大部分地区的季降水量是潜在可预报的。以绝对误差小于均方差0.68倍作为预测正确标准,全国大部分地区季降水量的预报正确率上限为50%-60%。     

GPS RAIM算法中的多异常值探测方法

讨论了通过最小二乘法求解GPS观测方程中残差和异常值的特性,推导并改进了利用最小二乘残差探测卫星数据异常值的方法.通过分析可知,尽管残差和异常值存在线性关系,但异常值并不能通过残差来确定,一些残差可能使异常值为零.通过将异常值以及异常值的个数全部转换为最小值的方法可以有效探测多个异常值.根据码信号的电离层和对流层延迟的...     

双偏振雷达对贵州一次强对流过程的应用分析

利用习水双偏振雷达对2021年5月2日发生在贵州西北部的一次冰雹、短时强降水过程进行分析,结果表明：双偏振雷达能够很好区分出冰雹和短时强降水,并可以分析出冰雹相态演变：高空出现明显的冰雹特征(差分反射率因子Zdr、差分相移率Kdp小于0 dB,相关系数CC为0.9～0.95),随着高度降低Zdr和Kdp从负值向正值转变,CC增加到0.95左右,表明冰雹在下落过程中融化为包裹着水膜的小冰雹并伴随降水,这与地面观测事实一致。观测到CC谷、Zdr弧、Zdr柱、Kdp柱和典型的三体散射双偏振特征,这些特征对雹暴的演变有指示作用。短时强降水回波的Zdr和Kdp随反射率因子强度的增大而增大,CC＞0.95,Kdp大值区能更好的指示出短时强降水的位置。