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Impact of Varying Light and Dew on Ground Cover Estimates from Active NDVI,RGB,and LiDAR

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Plant Phenomics 2021年第1期3卷 263-276页

作者： david M.Deery david j.smith Robert Davy jose A.jimenez-Berni Greg j.Rebetzke Richard A.james CSIRO Agriculture and Food CanberraACTAustralia CSIRO Agriculture and Food YancoNSWAustralia CSIRO Information Management and Technology CanberraACTAustralia Instituto Agricultura Sostenible Consejo Superior de Investigaciones CientificasCordobaSpain

Canopy ground cover(GC)is an important agronomic measure for evaluating crop establishment and early *** study evaluates the reliability of GC estimates,in the presence of varying light and dew on leaves,from three different ground-based sensors:(1)normalized difference vegetation index(NDVI)from the commercially available GreenSeeker®;(2)RGB images from a digital camera,where GC was determined as the portion of pixels from each image meeting a greenness criterion(i.e.,ðGreen−RedÞ/ðGreen+RedÞ>0);and(3)LiDAR using two separate approaches:(a)GC from LiDAR red reflectance(whereby red reflectance less than five was classified as vegetation)and(b)GC from LiDAR height(whereby height greater than 10 cm was classified as vegetation).Hourly measurements were made early in the season at two different growth stages(tillering and stem elongation),among wheat genotypes highly diverse for canopy *** active NDVI showed the least variation through time and was particularly stable,regardless of the available light or the presence of *** addition,between-sample-time Pearson correlations for NDVI were consistently high and significant(P<0:0001),ranging from 0.89 to *** comparison,GC from LiDAR and RGB showed greater variation across sampling times,and LiDAR red reflectance was strongly influenced by the presence of *** times when the light was exceedingly low,correlations between GC from RGB and NDVI were consistently high(ranging from 0.79 to 0.92).The high reliability of the active NDVI sensor potentially affords a high degree of flexibility for users by enabling sampling across a broad range of acceptable light conditions.

关键词： LiDAR reflectance Impact

Comprehensive, in operando, and correlative investigation of defects and their impact on device performance

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journal of Semiconductors 2022年第4期43卷 24-35页

作者： Yong Zhang david j.smith Electrical and Computer Engineering Department University of North Carolina at CharlotteCharlotteNC 28223USA Department of Physics Arizona State UniversityTempeArizona 85287USA

Despite the long history of research that has focused on the role of defects on device performance, the studies have not always been fruitful. A major reason is because these defect studies have typically been conducted in a parallel mode wherein the semiconductor wafer was divided into multiple pieces for separate optical and structural characterization, as well as device fabrication and evaluation. The major limitation of this approach was that either the defect being investigated by structural characterization techniques was not the same defect that was affecting the device performance or else the defect was not characterized under normal device operating conditions. In this review, we describe a more comprehensive approach to defect study, namely a series mode, using an array of spatially-resolved optical, electrical, and structural characterization techniques, all at the individual defect level but applied sequentially on a fabricated device. This novel sequential approach enables definitive answers to key questions, such as:(ⅰ) how do individual defects affect device performance?(ⅱ) how does the impact depend on the device operation conditions?(ⅲ) how does the impact vary from one defect to another? Implementation of this different approach is illustrated by the study of individual threading dislocation defects in GaAs solar cells. Additionally,we briefly describe a 3-D Raman thermometry method that can also be used for investigating the roles of defects in high power devices and device failure mechanisms.

关键词： device performance point defects extended defects

Ground-Based LiDAR Improves Phenotypic Repeatability of Above-Ground Biomass and Crop Growth Rate in Wheat

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Plant Phenomics 2020年第1期2卷 138-148页

作者： david M.Deery Greg j.Rebetzke jose A.jimenez-Berni Anthony G.Condon david j.smith Kathryn M.Bechaz William D.Bovill CSIRO Agriculture and Food CanberraACTAustralia CSIRO Agriculture and Food YancoNSWAustralia NSW Department of Primary Industries YancoNSWAustralia

Highly repeatable,nondestructive,and high-throughput measures of above-ground biomass(AGB)and crop growth rate(CGR)are important for wheat improvement *** study evaluates the repeatability of destructive AGB and CGR measurements in comparison to two previously described methods for the estimation of AGB from LiDAR:3D voxel index(3DVI)and 3D profile index(3DPI).Across three field experiments,contrasting in available water supply and comprising up to 98 wheat genotypes varying for canopy architecture,several concurrent measurements of LiDAR and AGB were made from jointing to *** correlations at discrete events between AGB and the LiDAR-derived biomass indices were significant,ranging from 0.31(P<0:05)to 0.86(P<0:0001),providing confidence in the LiDAR indices as effective surrogates for *** repeatability of the LiDAR biomass indices at discrete events was at least similar to and often higher than AGB,particularly under water *** correlations between calculated CGR for AGB and the LiDAR indices were moderate to high and varied between ***,across all experiments,the repeatabilities of the CGR derived from the LiDAR indices were appreciably greater than those for AGB,except for the 3DPI in the water-limited *** our experiments,the repeatability of either LiDAR index was consistently higher than that of AGB,both at discrete time points and when CGR was *** findings provide promising support for the reliable use of ground-based LiDAR,as a surrogate measure of AGB and CGR,for screening germplasm in research and wheat breeding.

关键词： Wheat Biomass LiDAR

Evaluating the efficacy of major language models in providing guidance for hand trauma nerve laceration patients:a case study on Google’s AI BARD,Bing AI,and ChatGPT

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Plastic and Aesthetic Research 2023年第1期10卷 758-768页

作者： Bryan Lim Ishith Seth Gabriella Bulloch Yi Xie david j Hunter-smith Warren M Rozen Department of Plastic Surgery Peninsula HealthMelbourne 3199Australia Central Clinical School at Monash University The Alfred CentreMelbourne 3004Australia Faculty of Medicine and Surgery The University of Melbourne 3053Australia

This study evaluated three prominent Large Language Models(LLMs)-Google’s AI BARD,Bing’s AI,and ChatGPT-4 in providing patient advice for hand *** simulated patient inquiries on hand trauma were prompted to them.A panel of Board-certified plastic surgical residents evaluated the responses for accuracy,comprehensiveness,and appropriate *** were also compared against existing literature and *** study suggests that ChatGPT outperforms BARD and Bing AI in providing reliable,evidence-based clinical advice,but they still face limitations in depth and *** professionals are essential in interpreting LLM recommendations,and future research should improve LLM performance by integrating specialized databases and human expertise to advance nerve injury management and optimize patient-centred care.

关键词： Artificial intelligence ChatGPT BARD Bings AI large language model nerve injury

Overview of the CHILL-ICE 2021 Science Experiments and Research Campaign

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Space(Science & Technology) 2022年第1期2022卷 27-35页

作者： david j.K.smith Charlotte R.Pouwels Marc Heemskerk Benedetta M.Cattani Esther Konijnenberg Robert Heemskerk Sebasthian Ogalde ICEE Space Netherlands EuroMoonMars An Initiative of ILEWG(International Lunar Exploration Working GroupThe Netherlands)Netherlands Vrije Universiteit Amsterdam Netherlands Lunar Zebro Delft University of TechnologyNetherlands Heemskerk Innovative Technology Netherlands

The main objective of the CHILL-ICE(Construction of a Habitat Inside a Lunar-analogue Lava tube—Iceland;a campaign by ICEE Space and EuroMoonMars)prototype mission was to deploy an inflatable habitat and its systems inside a lunar analogue lava *** took place during an 8-hour extra vehicular activity(EVA)with three analogue astronauts as part of a threeday ***-ICE 2021 was carried out in july/August 2021 and consisted of two missions and was accomplished through successful collaboration of nonprofit research organizations,agencies,companies,and universities across 16 *** pilot campaign successfully reached its main objective:the testing of emergency equipment designed to help astronauts survive when first arriving to a new celestial body and to perform experiments similar to those that would be carried out *** article is a review of the scientific research experiments carried out during and after the mission:SpotNet,an artificial intelligence(AI)astronaut detection vision system;training for studies of the geological surroundings examined during EVAs;astronaut vigilance experiments carried out before,during,and after the mission;and Lunar Zebro,a legged rover intended to assist the crew in traversing and exploring harsh terrain.

关键词： ICE companies planet

Direct detection and measurement of wall shear stress using a filamentous bio-nanoparticle

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Nano Research 2015年第10期8卷 3307-3315页

作者： Daniela P. Lobo Alan M. Wemyss david j. smith Anne Straube Kai B. Betteridge Andrew H. j. Salmon Rebecca R. Foster Hesham E. Elhegni Simon C. Satchell Haydn A. Little Raul Pacheco-Gomez Mark j. Simmons Matthew R. Hicks david O. Bates Alison Rodger Timothy R. Dafforn Kenton P. Arkill DepartmentofChemistryandWarwickAnalyticalScienceCentre UniversityofWarwickCoventryCV47ALUK MOACDoctoralTrainingCentre UniversityofWarwickCoventryCV47ALUK Mathematics UniversityofBirminghamEdgbastonBirminghamWestMidlandsB152TTUK CentreforMechanochemicalCellBiology WarwickMedicalSchoolUniversityofWarwickCoventryCV47ALUK PhysiologyandPharmacology UniversityofBristolUniversityWalkBristolBS81TDUK ClinicalSciences WhitsonStreetUniversityofBristolBristolBS13NYUK SchoolofChemistry UniversityofBirminghamEdgbastonBirminghamWestMidlandsB152TTUK Biosciences UniversityofBirminghamEdgbastonBirminghamWestMidlandsB152TTUK ChemicalEngineering UniversityofBirminghamEdgbastonBirminghamWestMidlandsB152TTUK SchoolofMedicine UniversityofNottinghamQueen'sMedicalCentreNottinghamNG27UHUK Biochemistry UniversityofBristolUniversityWalkBristolBS81TDUK

The wall shear stress （WSS） that a moving fluid exerts on a surface affects many processes including those relating to vascular function. WSS plays an important role in normal physiology （e.g. angiogenesis） and affects the microvasculature＇s primary function of molecular transport. Points of fluctuating WSS show abnormalities in a number of diseases; however, there is no established technique for measuring WSS directly in physiological systems. All current methods rely on estimates obtained from measured velocity gradients in bulk flow data. In this work, we report a nanosensor that can directly measure WSS in microfluidic chambers with sub-micron spatial resolution by using a specific type of virus, the bacteriophage M13, which has been fluorescently labeled and anchored to a surface. It is demonstrated that the nanosensor can be calibrated and adapted for biological tissue, revealing WSS in micro-domains of cells that cannot be calculated accurately from bulk flow measurements. This method lends itself to a platform applicable to many applications in biology and microfluidics.

关键词： microfluidics nanoparticle M13 bacteriophage wall shear stress fluorescent microscopy

A unique subseafloor microbiosphere in the Mariana Trench driven by episodic sedimentation

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Marine Life Science & Technology 2024年第1期6卷 168-181页

作者： jiwen Liu Da-Wei Li Xinxin He Ronghua Liu Haojin Cheng Chenglong Su Mengna Chen Yonghong Wang Zhongsheng Zhao Hanyue Xu Zhangyu Cheng Zicheng Wang Nikolai Pedentchouk david j.Lea-smith jonathan D.Todd Xiaoshou Liu Meixun Zhao Xiao-Hua Zhang Frontiers Science Center for Deep Ocean Multispheres and Earth System and College of Marine Life SciencesOcean University of ChinaQingdao 266003China Laboratory for Marine Ecology and Environmental Science Laoshan LaboratoryQingdao 266237China Institute of Evolution and Marine Biodiversity Ocean University of ChinaQingdao 266003China Key Laboratory of Marine Chemistry Theory and Technology Ministry of EducationOcean University of ChinaQingdao 266100China Key Lab of Submarine Geosciences and Prospecting Techniques Ministry of Education/College of Marine GeosciencesOcean University of ChinaQingdao 266100China Key Laboratory of Physical Oceanography Ministry of Education/Research Vessel CentreOcean University of ChinaQingdao 266100China School of Environmental Sciences University of East AngliaNorwich NR47TJUK School of Biological Sciences University of East AngliaNorwich NR47TJUK

Hadal trenches are characterized by enhanced and infrequent high-rate episodic sedimentation events that likely introduce not only labile organic carbon and key nutrients but also new microbes that significantly alter the subseafloor ***,the role of high-rate episodic sedimentation in controlling the composition of the hadal subseafloor microbiosphere is ***,analyses of carbon isotope composition in a~750 cm long sediment core from the Challenger Deep revealed noncontinuous deposition,with anomalous ^(14)C ages likely caused by seismically driven mass transport and the funneling effect of trench *** community composition and diverse enzyme activities in the upper~27 cm differed from those at lower depths,probably due to sudden sediment deposition and differences in redox condition and organic matter *** lower depths,microbial population numbers,and composition remained relatively constant,except at some discrete depths with altered enzyme activity and microbial phyla abundance,possibly due to additional sudden sedimentation events of different *** is provided of a unique role for high-rate episodic sedimentation events in controlling the subsurface microbiosphere in Earth’s deepest ocean floor and highlight the need to perform thorough analysis over a large depth range to characterize hadal benthic *** depositional processes are likely crucial in shaping deep-water geochemical environments and thereby the deep subseafloor biosphere.

关键词： Hadal subseafloor Deep water sediment Mariana Trench Radiocarbon Microbial community Redox potential

The Treatment of Partial-Thickness Burns with a Hydroconductive Wound Dressing: Clinical and Mechanistic Effects

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Surgical Science 2013年第5期4卷 268-272页

作者： david j. smith Rachel A. Karlnoski Ami Patel C. Wayne Cruse Kimberly S. Brown Martin C. Robson Department of Surgery University of South Florida Tampa USA Florida Gulf-to-Bay Anesthesiology Associates LLC Tampa USA Tampa General Hospital Burn Center Tampa USA

Objectives: Edema in partial-thickness burn wounds can decrease tissue perfusion, increase tissue ischemia, and deepen the burn injury. We report the results of a clinical trial comparing the effectiveness of a hydro-conductive dressing to our standard burn dressing at removing edema fluid from partial-thickness burns and present the proposed mechanisms of action of the hydroconductive dressing. Methods: An internally controlled comparison of two wound dressings was performed on 10 patients with non-contiguous partial-thickness burns. Each patient served as his/her own control. One burn was treated with our standard burn dressing and the other with hydroconductive dressing. Dressings were weighed prior to application, removed at 24 and 48 hours, weighed, and new pre-weighed dressings applied. Weight gain of each dressing at 24 and 48 hours was determined. Statistics were applied using the Student’s paired T-test. The VAS pain scale was measured prior to, during, and after each dressing change. Results: At 24 hours, the hydroconductive dressing had increased 85.6% ± 29.3% in weight compared with 61.3% ± 32.7% for the control (P = 0.053). For the second 24 hour period, the respective numbers were statistically significantly different at 59.7% ± 23.4% vs. 34.2% ± 19.1% (P = 0.038). Averaging the weight gain over the two dressing periods demonstrated that the differences were highly statistically significant as the hydroconductive dressing increased in weight by 71.0% ± 20.3% compared with 44.5% ± 17.4% for the gauze dressing (P = 0.005). VAS scores revealed no statistical differences. Mechanisms of action included capillary, hydroconductive, and electrostatic actions. Conclusions: A hydroconductive dressing designed to draw off excessive wound fluid removes more wound edema fluid than standard burn gauze dressings.

关键词： Burn Wound Edema

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如果世界是个一百人的村落

新东方英语（中英文版） 2003年第8期 96-97页

作者： david j.smith Shelath Armstrory 杨晓玲

如果我们把全世界的人口按照现有比例压缩成一个100人的村子,情况就会是这样:这个村子里有:61个亚洲人,12个欧洲人13人来自西半球的南、北美洲13个非洲人,剩下的那个人来自南太平洋52人是女性,48人是男性70人是有色人种。

关键词：世界南太平洋非洲人欧洲人西半球北美洲亚洲人压缩女性男性