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3D U-Net Segmentation Improves Root System Reconstruction from 3D MRI Images in Automated and Manual Virtual Reality Work Flows

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Plant Phenomics 2023年第3期5卷 598-611页

作者： Tobias Selzner Jannis Horn Magdalena Landl Andreas Pohlmeier Dirk Helmrich Katrin Huber Jan Vanderborght Harry Vereecken Sven Behnke Andrea Schnepf forschungszentrum juelich gmbh Agrosphere(IBG-3)JuelichGermany Autonomous Intelligence Systems Group University of BonnBonnGermany forschungszentrum juelich gmbh Juelich Supercomputing CenterJuelichGermany

Magnetic resonance imaging(MRI)is used to image root systems grown in opaque ***,reconstruction of root system architecture(RSA)from 3-dimensional(3D)MRI images is *** resolution and poor contrast-to-noise ratios(CNRs)hinder automated ***,manual reconstruction is still widely ***,we evaluate a novel 2-step work flow for automated RSA *** the first step,a 3D U-Net segments MRI images into root and soil in *** the second step,an automated tracing algorithm reconstructs the root systems from the segmented *** evaluated the merits of both steps for an MRI dataset of 8 lupine root systems,by comparing the automated reconstructions to manual reconstructions of unaltered and segmented MRI images derived with a novel virtual reality *** found that the U-Net segmentation offers profound benefits in manual reconstruction:reconstruction speed was doubled(+97%)for images with low CNR and increased by 27%for images with high *** root lengths were increased by 20%and 3%,***,we propose to use U-Net segmentation as a principal image preprocessing step in manual work *** root length derived by the tracing algorithm was lower than in both manual reconstruction methods,but segmentation allowed automated processing of otherwise not readily usable MRI ***,model-based functional root traits revealed similar hydraulic behavior of automated and manual *** studies will aim to establish a hybrid work flow that utilizes automated reconstructions as scaffolds that can be manually corrected.

关键词： Root utilize otherwise

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Electrical Conductivity of Sintered Chromia Mixed with TiO_2,CuO and Mn-Oxides

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Journal of Materials Science & Technology 2006年第2期22卷 245-251页

作者： K.El-Menshawy H.P.Buchkremer F.Tietz D.Stoever Metallurgy Dept. Atomic Energy Authority CairoEgypt Institute for Materials and Processes in Energy Systems IWV-1 forschungszentrum juelich gmbh JuelichGermany Institute for Materials and Processes in Energy Systems IWV-1 forschungszentrum juelich gmbh Juelich Germany

The electrical conductivity of sintered Cr2O3 mixed with 2% and 5% （in molar fraction） TiO2 or CuO was investigated in the temperature range 500-900℃ in air and in At/4 vol. pct H2 atmospheres. The effect of different Mn-oxides on the electrical conductivity of Cr2O3 was also studied under the same conditions. From the conductivity measurements it is established that additions of TiO2 change the defect structure of Cr2O3 and the effect of TiO2 on the electrical conductivity is controlled by TiO2 concentration as well as temperature and O2 partial pressure of the surrounding atmosphere. The conductivity of Cr2O3 increased in air and decreased in the At/H2 atmosphere by CuO additions. The effect of CuO was discussed with possible changes in the defect concentration in Cr2O3. Mixing of Cr2O3 with different Mn-oxides at the same Mn to metal atom fraction decreased the conductivity in air and in Ar/H2 atmospheres. No clear correlation between the spinel fraction and the changes in conductivity could be found.

关键词： Electrical conductivity Cr2O3 Mixing with TiO2 CuO Mn-oxides

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Argon-seeded plasma exposure and oxidation performance of tungsten-chromium-yttrium smart alloys

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Tungsten 2019年第2期1卷 159-168页

作者： Janina Schmitz Andrey M.Litnovsky Felix Klein Xiaoyue Tan Uwe Breuer Marcin Rasinski Stephan Ertmer Arkadi Kreter Jesus Gonzalez-Julian Martin Bram Jan Willem Coenen Christian Linsmeier forschungszentrum juelich gmbh Institut fuer Energie-und Klimaforschung52425 JuelichGermany Department of Applied Physics Ghent University9000 GhentBelgium School of Materials Science and Engineering Hefei University of TechnologyHefei 230009China forschungszentrum juelich gmbh Institut fuer Engineering und Analytik52425 JuelichGermany

Tungsten-chromium-yttrium(WCrY)smart alloys are foreseen as the first wall material for future fusion devices such as Demonstration Power Plant(DEMO).While suppressing W oxidation during accidental conditions,they should behave like pure W during plasma operation due to preferential sputtering of the lighter alloying elements Cr,Y,and W enrichment of the *** this paper,the erosion performance of WCrY and W samples simultaneously exposed to deuterium(D)plasma with the addition of 1%of the projectile ions being argon(Ar)ions at an ion energy of 120 eV is *** reference to the previous experiments at 120 eV in pure D plasma,the erosion for both WCrY and W is enhanced by a factor of~*** Ar to the D plasma suppresses significant W enrichment previously found for pure D *** investigate the impact of the plasma exposure onto the oxidation performance,plasma-exposed and non-exposed reference samples were oxidised in a dry *** show,on the one hand,that the oxida-tion suppression of WCrY in comparison to pure W is preserved during the plasma *** the other hand,it becomes evident that edge effects imposed by the geometry of the samples used in plasma experiments play a significant role for the oxidation behaviour.

关键词： Tungsten-based alloys Plasma-facing material Smart alloys DEMO

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Regional ozone pollution and key controlling factors of photochemical ozone production in Pearl River Delta during summer time

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Science China Chemistry 2010年第3期53卷 650-662页

作者： CHANG ChihChung CHOU C.K.Charles Andreas Wahner Research Center for Environmental Changes Academia SinicaTaipei 11529China forschungszentrum juelich ICG-Ⅱ:TroposphereJuelichGermany

An intensive field campaign including measurements from the environmental monitoring network and from two super sites took place in the Pearl River Delta region in summer *** routinely measured O3 and NOx concentrations,the spatial and temporal variation of O3 and of the total oxidant concentrations was *** to the spatial variability of NO2/NO,the two super sites were found to be representative of polluted urban and downwind suburban *** addition,both sites were located in high O3 ***-depth diagnostic of photochemical ozone production processes and their key controlling factors are achieved with an observation-based model(OBM) to gain regional *** analysis and sensitivity model runs show that aldehyde and HONO chemistry had significant impacts on local photochemical ozone production *** analysis of calculated Relative Incremental Reactivities shows that photochemical ozone production rates are mainly sensitive to anthropogenic hydrocarbons(HCs) in the polluted urban *** the suburban areas,sensitivity to nitrogen oxide(NO) concentrations *** anthropogenic HCs in both areas are alkenes and *** differences of ozone production efficiencies are identified between the urban and suburban regions,consistent with the OBM diagnosed results.

关键词： ozone Pearl River Delta photochemical ozone productions HONO relative incremental reactivity

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Recent advances toward high voltage, EC-free electrolytes for graphite-based Li-ion battery

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Frontiers of Chemical Science and Engineering 2018年第3期12卷 577-591页

作者： Tong Zhang Elie Paillard Helmholtz Institute Muenster- forschungszentrum juelich (IEK 12) Corrensstr. 46 48149 Muenster Germany

Lithium-ion batteries are a key technology in today＇s world and improving their performances requires, in many cases, the use of cathodes operating above the anodic stability of state-of-the-art electrolytes based on ethylene carbonate （EC） mixtures. EC, however, is a crucial component of electrolytes, due to its excellent ability to allow graphite anode operation-also required for high energy density batteries-by stabilizing the electrode/ electrolyte interface. In the last years, many alternative electrolytes, aiming at allowing high voltage battery operation, have been proposed. However, often, graphite electrode operation is not well demonstrated in these electrolytes. Thus, we review here the high voltage, EC- free alternative electrolytes, focusing on those allowing the steady operation of graphite anodes. This review covers electrolyte compositions, with the widespread use of additives, the change in main lithium salt, the effect of anion （or Li salt） concentration, but also reports on graphite protection strategies, by coatings or artificial solid electrolyte interphase （SEI） or by use of water-soluble binder for electrode processing as these can also enable the use of graphite in electrolytes with suboptimal intrinsic SEI formation ability.

关键词： lithium-ion electrolyte solid electrolyte interphase additives high voltage graphite

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Climatic Signals in the Last 200 Years from Stable Isotope Record in the Shells of Freshwater Snails in Lake Xingcuo, Eastern Tibet Plateau, China

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Chinese Journal Of Geochemistry 2002年第3期21卷 234-243页

作者：吴敬禄李世杰 A.LUECKE 王苏民 Nanjing Institute of Geography and Limnology Chinese Academy of Sciences Nanjing 210008 China forschungszentrum juelich ICG-4 D-52425 Juelich Germany

Lake Xingcuo is a small closed, hard\|water lake, situated on eastern Tibet Plateau. Stable isotope data (\{δ\{\}\+\{18\}O\} and \{δ\{\}\+\{13\}C\}) from the freshwater snail Gyraulus sibirica (Dunker) in a 34 cm long, radioactive isotope\|dated sediment core represent the last 200 years of Lake Xingcuo environmental history. Carbon and oxygen isotope ratios in the shells of the freshwater snail bear information on the isotopic composition of the water in which the shells were formed, which in turn characterizes the climatic conditions prevailing during the snail’s life span. Whole\|shell and incremental growth data were collected from modern and fossil shells from Lake Xingcuo. The \{δ\{\}\+\{18\}O\} values of modern shells from Lake Xingcuo are in equilibrium with those of modern waters, while \{δ\{\}\+\{13\}C\} values are indicative of snail dietary carbon and a lake with high \{δ\{\}\+\{13\}C\}\-\{TDIC\}. By calibrating \{δ\{\}\+\{18\}O\} and \{δ\{\}\+\{13\}C\} in the shell Gyraulus sibirica (Dunker) with instrument\|measured data for the period 1954-1992, we found that the \{δ\{\}\+\{18\}O\} of the snail shells is an efficient indicator to reveal air temperature in the warmer half year instead of that around the whole year, and that there is a certain positive correlation between index\{δ\{\}\+\{18\}O\} and the running average temperature in the warmer half\|year period. Climatic variability on eastern Tibet Plateau, for the last two centuries, has been successfully inferred from the\{δ\{\}\+\{18\}O\} record in freshwater snails in the sediments of Lake Xingcuo. As such, the last 200 years of palaeoclimatic record for this region can be separated into three periods representing oscillations between warming and cooling, which are confirmed by the Guliya ice record on the Tibet Plateau.

关键词：古气候稳定同位素氧同位素碳同位素西藏中国淡水蜗牛壳

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Environmental Impacts of the Yangtze Three Gorges Project: An Overview of the Chinese-German Research Cooperation

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Journal of Earth Science 2010年第6期21卷 817-823页

作者： Günter Subklew Julia Ulrich Leander Fürst Agnes Hltkemeier forschungszentrum Jülich gmbh

The construction of the Three Gorges Dam on the Yangtze River in China has a great influence on the ecosystems involved. In order to investigate these environmental effects in the Yangtze catchment area as well as downstream of the dam, forschungszentrum Julich has organized a research network for the Chinese and Germaa partners. In the research fields of （1） interaction water/ sediment/contaminants, （2） vegetation/biodiversity, （3） changing land use/erosion/mass movements, and （4） atmosphere, the partners have accumulated a great deal of expertise in handling major issues and also in developing models and recommendations for action. The following provides an overview of the research network and the research tasks. On the German side, five projects in research field （3） have been in operation since 2008. The results are reported in contributions by Ehret et al., Jaehnig and Cai, Schonbrodt et al., and Seeber et al.. Another five projects in research field （1） have started by September 2010. The research tasks undertaken in these five projects are presented below.

关键词： Three Gorges Dam Yangtze River environmental research ecosystem.

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Surface Configuration of Be Irradiated by Intense Electron Beam

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Rare Metals 1998年第1期17卷 42-50页

作者：钱蓉晖 forschungszentrum juelich Euratom-association 德国

eryllium is one of the candidates of plasma facing materials (PFMs). Its behavior under thermal load is highly concerned. The thermal shock test for 5 kinds of Be was performed at JUDITH (juelich diverter test facility in hot cell), KFA. The surface configuration of the Be samples which were loaded by intense electron beam in JUDITH was measured by using profilometer. The surface configuration characteristic of different Be samples under different thermal load condition are discussed.

关键词： Surface configuration Thermal shock Beryllium

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Structure, dielectric and magnetodielectric properties of Bi_(1-x)Gd_xFeO_3 Ceramics

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Chinese Physics B 2010年第10期19卷 554-560页

作者：李静波饶光辉肖荫果骆军刘广耀陈景然梁敬魁 Beijing National Laboratory for Condensed Matter Physics Institute of Physics Chinese Academy of Sciences Institut fuer Festkoerperforschung Forschungszentrum Juelich D-52425 Juelich Germany International Centre for Materials Physics Chinese Academy of Sciences

Different magnetodielectric effects were observed in Bi1-xGdxFeOa ceramics depending on gadolinium content. A positive one was observed in the samples with x ≤ 0.10 at 295 K and 16 K, and a negative one in the sample with x = 0.4 at 16 K. Structure analysis by x-ray diffraction （XRD） reveals that the samples crystallize in the R3c structure （ferroelectrics） for x 〈 0.08 and in the Pbnm structure （paraelectrics） for x ≥ 0.3 at room temperature. Temperaturedependent dielectric response and x-ray diffraction confirm the occurrence of a structural transition in the Pbnm phase at low temperature for the samples with x ≤0.4. While the positive magnetodielectric effects can be attributed to a coupling of magnetic and crystallographic structures of the R3c phase, the observed negative magnetodielectric effect in the Pbnm phase can be associated with a low-temperature modification of the Pbnm structure. The observed dualsigned magnetodielectric effects suggest that the Bi1-xGdxFeO3 oxides are a good prototype for understanding the magnetodielectric coupling mechanism in this kind of materials.

关键词： multiferroic magnetodielectric effect x-ray diffraction Bi1-xGdxFeO3 ceramics

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Enabling Canonical Analysis Workflows Documented Data Harmonization on Global AirQuality Data

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Data Intelligence 2022年第2期4卷 259-270页

作者： Sabine Schroder Eleonora Epp Amirpasha Mozaffari Mathilde Romberg Niklas Selke Martin G.Schultz forschungszentrum Julich gmbh 52425 JulichGermany

Data harmonization and documentation of the data processing are essential prerequisites for enabling Canonical Analysis *** recently revised Terabyte-scale air quality database system,which the Tropospheric Ozone Assessment Report(TOAR)created,contains one of the world's largest collections of near-surface air quality measurements and considers FAIR data principles as an integral part.A special feature of our data service is the on-demand processing and product generation of several air quality metrics directly from the underlying *** this paper,we show that the necessary data harmonization for establishing such online analysis services goes much deeper than the obvious issues of common data formats,variable names,and measurement units,and we explore how the generation of FAIR Digital Objects(FDO)in combination with automatically generateddocumentation may support Canonical Analysis Workflows for airquality and related data.

关键词： FAIR CWFR FDO Data Harmonization TOAR

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