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What were the main sources of sediment and associated radiocesium transported during the heavy 2019 typhoons in rivers draining the main Fukushima radioactive plume, Japan ? 在2019年强台风期间,日本福岛主要放射性羽流的河流中沉积物和相关放射性元素的主要来源是什么?
Pub Date : 2021-03-03 DOI: 10.5194/EGUSPHERE-EGU21-251
O. Evrard, Roxanne Durand, A. Nakao, J. Laceby, I. Lefèvre, Y. Wakiyama, S. Hayashi, Cécile Asanuma-Brice, O. Cerdan

The Fukushima nuclear accident released large quantities of radionuclides into the environment in March 2011 and generated a 3000-km² plume of soils heavily contaminated with Cs-137. Soil erosion in the region mainly takes place during typhoons generally occurring between July and October (Laceby et al., 2016). During these events, rivers draining the main plume may transport large quantities of sediment and radiocesium. Typhoon Hagibis that occurred in October 2019 was the most intense rainfall event affecting the Fukushima region (rainfall range: 77–558 mm) since the nuclear accident in 2011. It led to extensive landsliding and river overflow.

The impact of this event on sediment sources and Cs-137 contamination was quantified through the implementation of sediment fingerprinting using geochemistry and spectrocolorimetry as potential input properties. The signature of potential source material (including cropland prepared for recultivation after decontamination, forests and subsurface material originating from landslides and channel bank collapse; n=57) was compared with that of sediment deposits collected in the Mano and Niida River catchments late in October 2019. Results show that cropland supplied the main source of sediment (average: 54%) along with forests (41%). In contrast, the contribution of subsurface material (5%) was much lower, likely because landslides and channel bank erosion mainly took place after the flood peak (Evrard et al., 2020). However, this material that deposited at the foot of hillslopes after the typhoon may be mobilized and delivered to the river network by subsequent rainfall events.

Overall, this flood did not modify the decreasing trend observed in terms of Cs-137 contamination in sediment transiting these rivers between 2011 and 2019. Concentrations in Cs-137 observed in sediment collected in 2019 were on average 84–93% lower than those measured after the accident in 2011. These results demonstrate the effectiveness of decontamination conducted on agricultural and residential soils in the region (Evrard et al., 2019), although the role of forests – that have not been remediated – as a perennial source of sediment and radiocesium in the region remains to be investigated over the longer term.

References

Evrard, O., Durand, R., Nakao, A., Patrick Laceby, J., Lefèvre, I., Wakiyama, Y., Hayashi, S., Asanuma-Brice, C. and Cerdan, O., 2020. Impact of the 2019 typhoons on sediment source contributions and radiocesium concentrations in rivers draining the Fukushima radioactive plume, Japan. Comptes Rendus Géoscience, 352(3): 199-211.

Evrard, O., Laceby, J.P. and Nakao, A., 2019. Effectiveness of landscape decontamination following the Fukushima nuclear accident: a review. SOIL, 5(2): 333-350.

Laceby, J.P., Chartin, C., Evrard, O., Onda, Y., Garcia-Sanchez, L. and Cerdan, O., 2016. Rainfall erosivity in catchments contaminated with fa

2011年3月,福岛核事故向环境中释放了大量放射性核素,并产生了长达3000公里的核泄漏。被铯-137严重污染的土壤该地区土壤侵蚀主要发生在台风期间,一般发生在7 - 10月(Laceby et al., 2016)。在这些事件中,排出主要羽流的河流可能会携带大量的沉积物和放射性元素。2019年10月发生的台风海贝思是自2011年核事故以来影响福岛地区的最强降雨事件(降雨量:77–558毫米)。它导致了大面积的山体滑坡和河流泛滥。该事件对沉积物来源和Cs-137污染的影响是通过实施沉积物指纹识别来量化的,使用地球化学和光谱比色法作为潜在的输入特性。潜在污染源的特征(包括净化后准备复耕的农田、森林和源自山体滑坡和河道崩塌的地下物质);n=57)与2019年10月下旬在Mano和Niida流域收集的沉积物沉积物进行了比较。结果表明,农田和森林是主要的泥沙来源(平均54%),其次是森林(41%)。相比之下,地下物质的贡献(5%)要低得多,这可能是因为滑坡和河道侵蚀主要发生在洪峰之后(Evrard et al., 2020)。然而,这些在台风过后沉积在山坡脚下的物质可能会被随后的降雨事件调动并输送到河网中。总体而言,这次洪水并没有改变2011年至2019年期间这些河流中沉积物中Cs-137污染的下降趋势。2019年收集的沉积物中Cs-137的浓度平均比2011年事故发生后的测量值低84% –93%。这些结果证明了对该地区农业和住宅土壤进行净化的有效性(Evrard等人,2019),尽管森林的作用–尚未得到补救–作为该地区沉积物和放射性铯的长期来源,仍需进行长期调查。参考资料evrard, O., Durand, R., Nakao, A., Patrick Laceby, J., left èvre, I., Wakiyama, Y., Hayashi, S., Asanuma-Brice, C.和Cerdan, O., 2020。2019年台风对日本排出福岛放射性羽流的河流中沉积物源贡献和放射性铯浓度的影响。计算机学报[j] é计算机科学,32(3):199-211。Evrard, O., Laceby, J.P.和Nakao, A., 2019。福岛核事故后景观净化的有效性:综述。土壤,5(2):333-350。Laceby, J.P, Chartin, C, Evrard, O, Onda, Y., Garcia-Sanchez, L.和Cerdan, O., 2016。受福岛第一核电站事故沉降物污染的集水区的降雨侵蚀力。水文地球系统科学,20(6):2467-2482. 
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引用次数: 0
Two-Phase Flow in Rough Fractures – Insights from 3D-Printed Fractures 粗糙裂缝中的两相流——来自3d打印裂缝的见解
Pub Date : 2021-03-03 DOI: 10.5194/EGUSPHERE-EGU21-7687
T. Phillips, J. V. Van Stappen, T. Bultreys, S. Van Offenwert, A. Mascini, Shanrong Wang, V. Cnudde, A. Busch

Fractures can provide principal fluid flow pathways in the Earth’s crust, making them a critical feature influencing subsurface geoenergy applications, such as the storage of anthropogenic waste, emissions or energy. In such scenarios, fluid-conductive fault and fracture networks are synonymous with two-phase flow, due to the injection of an additional fluid (e.g. CO2) into an already saturated (e.g. brine) system. Predicting and modelling the resulting (partly-)immiscible fluid-fluid interactions, and the nature of fluid flow, on the field-scale, requires an understanding of the constitutive relationships (e.g. relative permeability and capillary pressure) governing fluid flow on the single-fracture scale. In addition to capillary and viscous forces, fracture relative permeability is influenced by aperture heterogeneity, arising from surface roughness. The degree to which surface roughness controls relative permeability behaviour in fractures remains unclear. As all fractures display roughness to various degrees, furthering our understanding of two-phase flow in fractures benefits from a systematic investigation into the impact of roughness on flow properties. To this end, we performed co-injection experiments on two 3D-printed (polymeric resin) fractures with different controlled and quantified surface roughness distributions (Joint Roughness Coefficients of 5 & 7). Brine and decane were simultaneously injected at a series of incrementally decreasing brine fractional flow rates (1, 0.75, 0.5, 0.25, and 0), at low total volumetric flow rates (0.015 mL/min). Steady-state fluid occupancy patterns, preferential flow pathways and overall fluid saturations in each fracture were imaged and compared using an environmental laboratory-based μ-CT scanner with a 5.8 μm voxel size (EMCT; Ghent University Centre for X-ray Computed Tomography). Experimental results highlight the importance of roughness on the relative permeability behaviour of fractures, which is, for example, a principal control on leakage rates from geological stores.

裂缝可以在地壳中提供主要的流体流动途径,使其成为影响地下地球能源应用的关键特征,例如人为废物、排放物或能源的储存。在这种情况下,由于向已经饱和的(如盐水)体系注入额外的流体(如二氧化碳),导流体断层和裂缝网络就等同于两相流。在油田尺度上,预测和模拟由此产生的(部分)不混相流体-流体相互作用以及流体流动的性质,需要理解单裂缝尺度上控制流体流动的本构关系(例如相对渗透率和毛管压力)。除了毛细管力和粘性力外,裂缝的相对渗透率还受到由表面粗糙度引起的孔径非均质性的影响。表面粗糙度对裂缝相对渗透率的控制程度尚不清楚。由于所有裂缝都表现出不同程度的粗糙度,因此系统地研究粗糙度对流动特性的影响有助于进一步了解裂缝中的两相流。为此,我们在两个具有不同控制和量化表面粗糙度分布(关节粗糙度系数为5和7)的3d打印(聚合物树脂)裂缝上进行了共注入实验。在低总体积流量(0.015 mL/min)下,以一系列逐渐减小的盐水分数流量(1、0.75、0.5、0.25和0)同时注入盐水和十烷。使用环境实验室的5.8 m体素(EMCT) ct扫描仪,对每个裂缝的稳态流体占用模式、优先流动路径和总体流体饱和度进行了成像和比较。根特大学x射线计算机断层扫描中心)。实验结果强调了粗糙度对裂缝相对渗透率行为的重要性,例如,粗糙度是地质储层泄漏率的主要控制因素。
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引用次数: 0
Algorithm for interpolation of magnetic field variations 磁场变化的插值算法
Pub Date : 2021-03-03 DOI: 10.5194/egusphere-egu21-12047
Dmitrii Vishniakov, I. Lygin, D. Arutyunyan

To solve many geological and geophysical problems, it is very important to study variations of the Earth's magnetic field. The observed variations are usually obtained from data from observatories or temporary variation stations. However, while performing various regional magnetic prospecting works, the network of observatories is not complete enough to account for the variation field correctly.

In this regard, it is becoming necessary to interpolate the data on variations from the points of irregular network. At the same time, obtaining the optimal algorithm is an ambiguous task, its solution requires taking a whole list of factors into account that determine regularity of distribution of physical parameters over the area.

This project represents an interpolation algorithm using method of complex weighting coefficients. The technique was tested on data from the Intermagnet observatories for central Europe, and the obtained accuracy was ± 2 nT. Comparative analysis with known interpolation methods by interpolation methods was carried out.

为了解决许多地质和地球物理问题,研究地球磁场的变化是非常重要的。观测到的变化通常来自观测站或临时变差站的数据。然而,在开展各种区域磁找矿工作时,观测台站网络还不够完备,无法正确地解释变异场。在这方面,有必要对不规则网点的变化数据进行插值。同时,获得最优算法是一个模棱两可的任务,它的求解需要考虑一系列因素,这些因素决定了物理参数在区域上的分布规律。本课题提出了一种采用复加权系数法的插值算法。该技术在中欧磁体间天文台的数据上进行了测试,获得的精度为±2 nT.利用插值方法与已知插值方法进行对比分析。
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引用次数: 0
Investigating bioretention cell performance: A large-scale lysimeter study  研究生物保留细胞的性能:一项大规模的渗滤仪研究
Pub Date : 2021-03-03 DOI: 10.5194/EGUSPHERE-EGU21-10259
Daniel Green, R. Stirling, Simon De Ville, V. Stovin, Richard Dawson
Sustainable Drainage Systems (SuDS) are a widely adopted approach for managing excess urban runoff by intercepting, retaining and attenuating the flow of water through the built environment, playing a key role in reducing urban flood risk. Vegetated bioretention cells (‘rain gardens’) are one of the most simple, practical and commonly implemented SuDS options and can be easily retrofitted into urban spaces to deal with surface water from paved areas. Although current UK and international guidance provides design guidance for SuDS, no quantitative indications on their hydrological performance are currently available. This study aims to provide evidence to assess the effectiveness of such systems to support optimal implementation of vegetated bioretention cells for stormwater management.
可持续排水系统(SuDS)是一种被广泛采用的方法,通过拦截、保留和减弱流经建筑环境的水流来管理过量的城市径流,在降低城市洪水风险方面发挥着关键作用。植被生物保留细胞(“雨水花园”)是最简单、实用和常用的SuDS选择之一,可以很容易地改造到城市空间中,以处理铺砌区域的地表水。虽然目前的英国和国际指南为SuDS提供了设计指南,但目前还没有关于其水文性能的定量指标。本研究旨在提供证据来评估这些系统的有效性,以支持植被生物保留细胞在雨水管理中的最佳实施。
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引用次数: 1
Impact of the Chamoli disaster on flood Plain and water quality along the Himalayan rivers Chamoli灾害对喜马拉雅河流洪泛平原及水质的影响
Pub Date : 2021-03-03 DOI: 10.5194/EGUSPHERE-EGU21-16592
S. Meena, A. Chauhan, Kushanav Bhuyan, Ramesh P. Singh
The Himalayan rivers are glacier-fed and are vulnerable to devastating flash floods caused by damming of landslides and outbreak of glacial lakes. On 7 February 2021, around 10:30 am IST, a huge block of glacier mass broke from the Nanda Ghunti glacier. It is evident from the multitemporal satellite imageries from Planet Scope that snow dust deposited in the affected area. During the course of the event, a huge amount of debris along with broken glacial fragments flooded the Rishi Ganga river and washed away the Hydropower plants; Rishi Ganga and Tapovan, more than 71 people were killed, and about 100 people are still missing. Detailed analysis of optical and radar data has been carried out to show the impact of the rockslide, changes in the surface characteristics of the source region, flood plains of the river and water quality of the Himalayan rivers (Alaknanda and Ganga). We have used five different indices Modified Normalized difference water index (MNDWI), Normalized difference vegetation index (NDVI), Enhanced vegetation index (EVI), Normalized difference turbidity Index (NDTI), and Normalized difference chlorophyll index (NDCI), that show pronounced changes in water quality and flood plain at the four different sections of the river. The spectral reflectance and backscattering coefficients derived from high-resolution Planet scope and Sentinel 1 SAR data show characteristics behaviour of the flood plain and water quality. Further, we have also found changes in the water quality of several canals after the Chamoli disaster event as the flood gates were closed to stop the deposit of sediments in the canal.
喜马拉雅河流由冰川滋养,很容易受到山体滑坡筑坝和冰川湖泊爆发造成的毁灭性洪水的影响。2021年2月7日,美国标准时间上午10点30分左右,一块巨大的冰川从南达·昆提冰川上断裂。从“行星范围”的多时相卫星图像中可以明显看出,雪尘沉积在受影响的地区。在地震过程中,大量的碎片和破碎的冰川碎片淹没了里希恒河,冲走了水电站;Rishi Ganga和Tapovan,超过71人死亡,大约100人仍然失踪。对光学和雷达数据进行了详细的分析,以显示岩石滑坡的影响、源区地表特征的变化、河流的洪泛区和喜马拉雅河流(阿拉克南达河和恒河)的水质。采用修正归一化差水指数(MNDWI)、归一化差植被指数(NDVI)、增强植被指数(EVI)、归一化差浊度指数(NDTI)和归一化差叶绿素指数(NDCI)等5种不同的指数,反映了黄河4个不同河段水质和洪泛平原的显著变化。利用高分辨率的Planet scope和Sentinel 1 SAR数据获得的光谱反射率和后向散射系数显示了洪泛平原和水质的特征行为。此外,我们还发现,在Chamoli灾难事件发生后,由于闸门关闭以阻止沉积物在运河中沉积,几条运河的水质发生了变化。
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引用次数: 4
ArcticDEM in Google Earth Engine: tools for rapid analysis of multi-temporal data covering glacial environments 谷歌Earth Engine中的ArcticDEM:覆盖冰川环境的多时相数据快速分析工具
Pub Date : 2021-03-03 DOI: 10.5194/EGUSPHERE-EGU21-7958
J. Lea, Connor J. Shiggins, S. Brough, S. Livingstone, R. McNabb
ArcticDEM data products include timestamped high spatial resolution (2 and 10 m) digital elevations models (DEMs) covering the period 2009-2017, offering the potential for monitoring ice surface change, structural evolution, geomorphological and proglacial change. However, their varying quality, spatial and temporal data coverage, large file size and requirement for coregistration provide challenges to user accessibility and interrogation of these datasets. Inclusion of these data in the cloud computing based Google Earth Engine (GEE) platform provides opportunities for rapid analysis, though poses its own barriers to access for users through the necessity for familiarity with either JavaScript or Python coding environments. Here we present tools that allow ArcticDEM data to be rapidly queried by users with no coding background through an intuitive graphical user interface, with the aim of improving the accessibility of these datasets for the glacial and earth surface process communities.
ArcticDEM数据产品包括覆盖2009-2017年期间的时间戳高空间分辨率(2米和10米)数字高程模型(dem),为监测冰面变化、结构演化、地貌和前冰期变化提供了潜力。然而,它们不同的质量、空间和时间数据覆盖、大文件大小和共同注册的要求为用户访问和查询这些数据集提供了挑战。将这些数据包含在基于云计算的Google Earth Engine (GEE)平台中,为快速分析提供了机会,但由于用户必须熟悉JavaScript或Python编码环境,因此对访问这些数据设置了障碍。在这里,我们提出了一种工具,允许没有编码背景的用户通过直观的图形用户界面快速查询ArcticDEM数据,旨在提高这些数据集对冰川和地表过程群落的可访问性。
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引用次数: 0
Recent, rapid and profound changes to glacier morphology and dynamics, Juneau Icefield, Alaska 阿拉斯加朱诺冰原冰川形态和动态的近期快速而深刻的变化
Pub Date : 2021-03-03 DOI: 10.5194/EGUSPHERE-EGU21-1539
B. Davies, Jacob M. Bendle, R. McNabb, J. Carrivick, C. McNeil, S. Campbell, M. Pelto

The Alaskan region (comprising glaciers in Alaska, British Columbia and Yukon) contains the third largest ice volume outside of the Greenland and Antarctic ice sheets, and contributes more to global sea level rise than any other glacierised region defined by the Randolph Glacier Inventory. However, ice loss in this area is not linear, but in part controlled by glacier hypsometry as valley and outlet glaciers are at risk of becoming detached from their accumulation areas during thinning. Plateau icefields, such as Juneau Icefield in Alaska, are very sensitive to changes in Equilibrium Line Altitude (ELA) as this can result in rapidly shrinking accumulation areas. Here, we present detailed geomorphological mapping around Juneau Icefield and use this data to reconstruct the icefield during the “Little Ice Age”. We use topographic maps, archival aerial photographs, high-resolution satellite imagery and digital elevation models to map glacier lake and glacier area and volume change from the Little Ice Age to the present day (1770, 1948, 1979, 1990, 2005, 2015 and 2019 AD). Structural glaciological mapping (1979 and 2019) highlights structural and topographic controls on non-linear glacier recession.  Our data shows pronounced glacier thinning and recession in response to widespread detachment of outlet glaciers from their plateau accumulation areas. Glacier detachments became common after 2005, and occurred with increasing frequency since then. Total summed rates of area change increased eightfold from 1770-1948 (-6.14 km2 a-1) to 2015-2019 (-45.23 km2 a-1). Total rates of recession were consistent from 1770 to 1990 AD, and grew increasingly rapid after 2005, in line with regional warming.

阿拉斯加地区(包括阿拉斯加、不列颠哥伦比亚省和育空地区的冰川)拥有除格陵兰岛和南极冰盖之外的第三大冰量,并且对全球海平面上升的贡献比伦道夫冰川清单中定义的任何其他冰川地区都要大。然而,该地区的冰损失不是线性的,而是在一定程度上受到冰川减少的控制,因为山谷和出口冰川在变薄过程中有脱离其积累区的危险。高原冰原,如阿拉斯加的朱诺冰原,对平衡线高度(ELA)的变化非常敏感,因为这可能导致堆积面积迅速缩小。在这里,我们展示了朱诺冰原周围的详细地貌地图,并使用这些数据重建了小冰期的冰原。我们使用地形图、档案航空照片、高分辨率卫星图像和数字高程模型来绘制小冰期至今(公元1770年、1948年、1979年、1990年、2005年、2015年和2019年)的冰川湖泊和冰川面积和体积变化。结构冰川学制图(1979年和2019年)强调了非线性冰川消退的结构和地形控制。 我们的数据显示,由于出口冰川从高原堆积区广泛分离,冰川明显变薄和退缩。冰川分离在2005年之后变得普遍,并且从那时起发生的频率越来越高。从1770-1948年(-6.14 km2 a-1)到2015-2019年(-45.23 km2 a-1),总面积变化率增加了8倍。从公元1770年到1990年,衰退的总速率是一致的,并且在2005年之后增长越来越快,与区域变暖一致。
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引用次数: 0
Record springtime stratospheric ozone depletion at 80°N in 2020 2020年,在北纬80°的春季,平流层臭氧消耗达到创纪录水平
Pub Date : 2021-03-03 DOI: 10.5194/egusphere-egu21-8892
R. Alwarda, K. Bognar, K. Strong, M. Chipperfield, S. Dhomse, J. Drummond, W. Feng, V. Fioletov, F. Goutail, Beatriz Herrera, G. Manney, E. McCullough, L. Millán, A. Pazmino, K. Walker, T. Wizenberg, Xiaoyi Zhao

The Arctic winter of 2019-2020 was characterized by an unusually persistent polar vortex and temperatures in the lower stratosphere that were consistently below the threshold for the formation of polar stratospheric clouds (PSCs). These conditions led to ozone loss that is comparable to the Antarctic ozone hole. Ground-based measurements from a suite of instruments at the Polar Environment Atmospheric Research Laboratory (PEARL) in Eureka, Canada (80.05°N, 86.42°W) were used to investigate chemical ozone depletion. The vortex was located above Eureka longer than in any previous year in the 20-year dataset and lidar measurements provided evidence of polar stratospheric clouds (PSCs) above Eureka. Additionally, UV-visible zenith-sky Differential Optical Absorption Spectroscopy (DOAS) measurements showed record ozone loss in the 20-year dataset, evidence of denitrification along with the slowest increase of NO2 during spring, as well as enhanced reactive halogen species (OClO and BrO). Complementary measurements of HCl and ClONO2 (chlorine reservoir species) from a Fourier transform infrared (FTIR) spectrometer showed unusually low columns that were comparable to 2011, the previous year with significant chemical ozone depletion. Record low values of HNO3 in the FTIR dataset are in accordance with the evidence of PSCs and a denitrified atmosphere. Estimates of chemical ozone loss were derived using passive ozone from the SLIMCAT offline chemical transport model to account for dynamical contributions to the stratospheric ozone budget.

2019-2020年北极冬季的特征是异常持续的极地涡旋和平流层下层温度始终低于极地平流层云(PSCs)形成的阈值。这些条件导致的臭氧损失堪比南极臭氧空洞。位于加拿大尤里卡(Eureka)的极地环境大气研究实验室(PEARL)的一套地面测量仪器(80.05°N, 86.42°W)被用于调查化学臭氧消耗。涡旋在尤里卡上空停留的时间比过去20年数据集中的任何一年都长,激光雷达测量提供了尤里卡上空极地平流层云(PSCs)的证据。此外,紫外-可见天顶-天空差分光学吸收光谱(DOAS)测量显示,在20年的数据集中,臭氧损失达到了创纪录的水平,反硝化的证据伴随着春季NO2的最慢增长,以及反应性卤素物质(OClO和BrO)的增强。傅里叶变换红外(FTIR)光谱仪对HCl和ClONO2(氯储层物质)的补充测量显示,与2011年相比,色谱柱异常低,前一年化学臭氧消耗显著。FTIR数据集中记录的低HNO3值与psc和反硝化大气的证据相一致。化学臭氧损失的估计是使用来自SLIMCAT离线化学传输模式的被动臭氧得出的,以解释平流层臭氧收支的动力贡献。
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引用次数: 1
Low-flow forecasting in France: update on the latest developments of the PREMHYCE operational forecast platform 法国的低流量预报:PREMHYCE业务预报平台的最新发展
Pub Date : 2021-03-03 DOI: 10.5194/egusphere-egu21-2856
F. Bourgin, François Tilmant, Anne Véron, F. Besson, D. François, Matthieu Le Lay, P. Nicolle, C. Perrin, F. Rousset, D. Thiéry, J. Willemet, C. Magand, Mathilde Morel

Low-flow forecasting can help to improve water management at places where a number of uses can be affected by diminishing water supply from rivers. Several French institutes (INRAE, BRGM, EDF, Lorraine University and Météo-France) have been collaborating to set up an operational platform, called PREMHYCE, for low-flow forecasting at the national scale, in cooperation with operational services. PREMHYCE includes five hydrological models and low-flow forecasts can be issued up to 90 days ahead for more than 800 basins. Several input scenarios are considered: ECMWF 14-days ensemble forecasts, ensemble streamflow prediction (ESP) using historical climatic data, and a no precipitation scenario. Outputs from the different hydrological models are combined into a multi-model approach to improve robustness of the forecasts. The tool provides text files and graphical representation of forecasted low-flows, as well as key low-flow indicators, such as the probabilities of being under low-flow thresholds provided by operational services. The presentation will show the main characteristics of this operational forecast platform, its latest developments and the results on the recent low-flow periods.

低流量预报可以帮助改善一些地方的水管理,这些地方的许多用途可能受到河流供水减少的影响。几个法国研究机构(INRAE、BRGM、EDF、洛林大学和Météo-France)一直在与业务服务机构合作,建立一个名为PREMHYCE的业务平台,用于在国家范围内进行低流量预测。PREMHYCE包括五种水文模型,可以提前90天发布800多个流域的低流量预报。考虑了几种输入情景:ECMWF 14天集合预报、使用历史气候数据的集合流量预测(ESP)和无降水情景。不同水文模型的输出被组合成一个多模型方法,以提高预测的稳健性。该工具提供了预测的低流量的文本文件和图形表示,以及关键的低流量指标,例如在操作服务提供的低流量阈值下的概率。讲座将介绍该预报平台的主要特点、最新发展情况以及最近低流量期的结果。
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引用次数: 0
A spectra classification methodology of infrared hyperspectral images to reach near real-time SO2 emission flux estimation of Mount Etna plume 基于红外高光谱图像的光谱分类方法,实现对埃特纳火山羽流二氧化硫排放通量的近实时估算
Pub Date : 2021-03-03 DOI: 10.5194/EGUSPHERE-EGU21-15239
Charlotte Segonne, N. Huret, S. Payan, M. Gouhier

Monitoring active volcanoes activity passes through the detection of fluctuations in degassing levels which may reflect changes in the magma supply rate and help inform a short-term forecast of on-going eruptions. Infrared hyperspectral imagers, which is an imaging technology still little used for volcanoes monitoring, have been deployed for various field campaigns on active volcanoes recently. For example, the Hyper-Cam LWIR (LongWave InfraRed) ranging between 850-1300 cm-1 (7.7 - 11.8 µm) with a spectral resolution up to 0.25 cm-1, provided high spectral resolution images from ground-based measurements of the Mount Etna (Sicily, Italy) plume during IMAGETNA campaign in June 2015. Processing the raw data and retrieving the infrared spectra with the LATMOS (Laboratoire Atmosphères Milieux Observations Spatiales) Atmospheric Retrieval Algorithm (LARA), a robust and a complete radiative transfer model, require a calculation time of ~7 days per image.

One of the main ways of risk mitigation effects of explosive eruptions is to get a fast and accurate quantification of SO2 fluxes emitted by volcanoes. In this context, using the dataset acquired during IMAGETNA campaign at Mount Etna, a spectra classification methodology has been developed to drastically decrease the calculation time and reach near real-time retrievals of SO2 slant column densities. The methodology is based on a network built on two layers of information from the extraction of spectral features in the O3 and SO2 emission bands. A training dataset of five SO2 slant column densities images retrieved with the time-consuming pixel-by-pixel retrieval method allowed the creation of a library. The spectra classification makes it possible to process each hyperspectral image in less than 40 seconds. It opens the possibility to infer near real-time estimation of SO2 emission fluxes from IR hyperspectral imager measurements.

监测活火山活动通过探测脱气水平的波动,这可能反映岩浆供应速率的变化,并有助于对正在发生的火山喷发进行短期预测。红外高光谱成像仪是一种很少用于火山监测的成像技术,近年来已被部署在各种活火山野外活动中。例如,2015年6月,在IMAGETNA活动期间,超高速长波红外(Hyper-Cam LWIR)的光谱分辨率在850-1300 cm-1 (7.7 - 11.8 µm)之间,光谱分辨率高达0.25 cm-1,提供了基于地面测量埃特纳火山(意大利西西里岛)羽流的高光谱分辨率图像。利用LATMOS (Laboratoire atmosphere ères Milieux Observations Spatiales)大气检索算法(LARA)处理原始数据并检索红外光谱,这是一个鲁棒且完整的辐射传输模型,每张图像的计算时间约为7天。对火山喷发释放的二氧化硫通量进行快速、准确的量化,是评估火山喷发风险缓解效果的主要途径之一。在这种情况下,利用在埃特纳火山IMAGETNA活动期间获得的数据集,开发了一种光谱分类方法,大大减少了计算时间,并达到了近乎实时的二氧化硫斜柱密度检索。该方法基于O3和SO2发射波段光谱特征提取的两层信息构建的网络。使用耗时的逐像素检索方法检索五个SO2倾斜柱密度图像的训练数据集允许创建一个库。光谱分类使得在不到40秒的时间内处理每张高光谱图像成为可能。它开启了从红外高光谱成像仪测量推断二氧化硫发射通量的近实时估计的可能性。
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