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Field based index of flood vulnerability (IFV): A new validation technique for flood susceptible models

Geoscience Frontiers 2021年第5期12卷 110-123页

作者： susanta mahato Swades Pal Swapan Talukdar Tamal Kanti Saha Parikshit Mandal Department of Geography University of GourBangaMaldaIndia

The flood hazard management is one of the major challenges in the floodplain regions *** the rise in population growth and the spread of infrastructural development,the level of risk has increased over ***,the prediction of flood susceptible area is a key challenge for the adoption of management *** susceptibility modeling is technically a common work,but it is still a very tough job to validate flood susceptible models in a very rigorous and scientific ***,the present work in the Atreyee River Basin of India and Bangladesh was planned to establish artificial neural network(ANN),radial basis function(RBF),random forest(RF)and their ensemble-based flood susceptibility *** flood susceptible models were constructed based on nine flood conditioning *** flood susceptibility models were validated in a conventional way using the receiver operating curve(ROC).To validate the flood-susceptible models,a two dimensional(2D)hydraulic flood simulation model was ***,the index of flood vulnerability model was developed and applied for validating the flood susceptible models,which was a very unique way to validate the predictive *** test and Wilcoxon Signed rank test were employed to compare the generated flood susceptible *** showed that 11.95%-12.99%of the entire basin area(10188.4 km^(2))comes under very high flood-susceptible *** evaluation results have shown that the performance of ensemble flood susceptible models outperforms other standalone machine learning *** flood simulation model and IFV model were also spatially adjusted with the flood susceptibility ***,the present study recommended for the ensemble flood susceptibility prediction and IFV based validation along with conventional ways.

关键词： Flood susceptibility Flood vulnerability Machine learning Index of flood vulnerability Flood simulation model

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Flood susceptibility modelling using advanced ensemble machine learning models

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Geoscience Frontiers 2021年第3期12卷 60-77页

作者： Abu Reza Md Towfiqul Islam Swapan Talukdar susanta mahato Sonali Kundu Kutub Uddin Eibek Quoc Bao Pham Alban Kuriqi Nguyen Thi Thuy Linh Department of Disaster Management Begum Rokeya UniversityRangpurBangladesh Department of Geography University of Gour BangaMaldaWest BengalIndia Environmental Quality Atmospheric Science and Climate Change Research GroupTon Duc Thang UniversityHo Chi Minh CityVietnam Faculty of Environment and Labour Safety Ton Duc Thang UniversityHo Chi Minh CityVietnam CERIS Instituto Superior TécnicoUniversidade de LisboaLisbonPortugal Institute of Research and Development Duy Tan UniversityDanang 550000Vietnam Faculty of Environmental and Chemical Engineering Duy Tan UniversityDanang 550000Vietnam

Floods are one of nature's most destructive disasters because of the immense damage to land,buildings,and human *** is difficult to forecast the areas that are vulnerable to flash flooding due to the dynamic and complex nature of the flash ***,earlier identification of flash flood susceptible sites can be performed using advanced machine learning models for managing flood *** this study,we applied and assessed two new hybrid ensemble models,namely Dagging and Random Subspace(RS)coupled with Artificial Neural Network(ANN),Random Forest(RF),and Support Vector Machine(SVM)which are the other three state-of-the-art machine learning models for modelling flood susceptibility maps at the Teesta River basin,the northern region of *** application of these models includes twelve flood influencing factors with 413 current and former flooding points,which were transferred in a GIS *** information gain ratio,the multicollinearity diagnostics tests were employed to determine the association between the occurrences and flood influential *** the validation and the comparison of these models,for the ability to predict the statistical appraisal measures such as Freidman,Wilcoxon signed-rank,and t-paired tests and Receiver Operating Characteristic Curve(ROC)were *** value of the Area Under the Curve(AUC)of ROC was above 0.80 for all *** flood susceptibility modelling,the Dagging model performs superior,followed by RF,the ANN,the SVM,and the RS,then the several benchmark *** approach and solution-oriented outcomes outlined in this paper will assist state and local authorities as well as policy makers in reducing flood-related threats and will also assist in the implementation of effective mitigation strategies to mitigate future damage.

关键词： Flood hazard Flood vulnerability Flash floods Debris flow Teesta River basin Bangladesh

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Pre‑hatch thermal manipulation of embryos and post‑hatch baicalein supplementation mitigated heat stress in broiler chickens

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Journal of Animal Science and Biotechnology 2024年第3期15卷 1071-1085页

作者： Sadid Al Amaz Ajay Chaudhary Prem Lal mahato Rajesh Jha Birendra Mishra Department of Human Nutrition Food and Animal SciencesCollege of Tropical Agriculture and Human ResourcesUniversity of Hawai’i at ManoaAgSci 2161955 East‑West RdHonoluluHI 96822USA

Background High environmental temperatures induce heat stress in broiler chickens,affecting their health and pro-duction *** dietary,managerial,and genetics strategies have been tested with some success in mitigating heat stress(HS)in *** novel HS mitigation strategies for sustaining broiler production is critically *** study investigated the effects of pre-hatch thermal manipulation(TM)and post-hatch baica-lein supplementation on growth performance and health parameters in heat-stressed *** Six hundred fertile Cobb 500 eggs were incubated for 21 *** candling on embryonic day(ED)10,238 eggs were thermally manipulated at 38.5℃ with 55%relative humidity(RH)from ED 12 to 18,then transferred to the hatcher(ED 19 to 21,standard temperature)and 236 eggs were incubated at a controlled temperature(37.5℃)till *** hatch,180-day-old chicks from both groups were raised in 36 pens(n=10 birds/pen,6 replicates per treatment).The treatments were:1)Control,2)TM,3)control heat stress(CHS),4)thermal manipulation heat stress(TMHS),5)control heat stress supplement(CHSS),and 6)thermal manipulation heat stress supplement(TMHSS).All birds were raised under the standard environment for 21 d,followed by chronic heat stress from d 22 to 35(32–33℃ for 8 h)in the CHS,TMHS,CHSS,and TMHSS groups.A thermoneutral(22–24℃)environment was maintained in the Control and TM *** was constant(50%±5%)throughout the *** the data were analyzed using one-way ANOVA in R and GraphPad software at P<0.05 and are presented as mean±*** stress significantly decreased(P<0.05)the final body weight and ADG in CHS and TMHS groups compared to the other *** TM significantly increased(P<0.05)the expression of heat shock protein-related genes(HSP70,HSP90,and HSPH1)and antioxidant-related genes(GPX1 and TXN).TMHS birds showed a significant increment(P<0.05)in total cecal volatile fatty acid(VFA)concentration compared to the CHS bird

关键词： Baicalein Growth performance Gut microbiota Heat stress Thermal manipulation

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Stoichiometric Ti3C2Tx Coating for Inhibiting Dendrite Growth in Anode-Free Lithium Metal Batteries

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Energy & Environmental Materials 2024年第4期7卷 153-162页

作者： Xiangrong Zeng Manmatha mahato Woong Oh Hyunjoon Yoo Van Hiep Nguyen Saewoong Oh Geetha Valurouthu Soon-Ki Jeong Chi Won Ahn Yury Gogotsi Il-Kwon Oh National Creative Research Initiative for Functionally Antagonistic Nano-Engineering Department of Mechanical Engineering Korea Advanced Institute of Science and Technology (KAIST) Department of Materials Science & Engineering and A. J. Drexel Nanomaterials Institute Drexel University Department of Energy Engineering Soonchunhyang University National Nanofab Center (NNFC) Korea Advanced Institute of Science and Technology (KAIST)

Lithium metal batteries (LMBs) and anode-free LMBs (AFLMBs) present a solution to the need for batteries with a significantly superior theoretical energy ***,their adoption is hindered by low Coulombic efficiency (CE) and rapid capacity fading,primarily due to the formation of unstable solid electrolyte interphase (SEI) layer and Li dendrite growth as a result of uneven Li plating.

关键词： anode-free lithium metal batteries stoichiometric MXene solid electrolyte interphase surface terminations

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基于改进条件生成对抗网络的可控场景生成方法

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电力自动化设备 2024年第6期44卷 9-17页

作者：张帅刘文霞万海洋吕笑影 Nawaraj Kumar mahato 鲁宇华北电力大学新能源电力系统国家重点实验室北京102206 国网吉林省电力有限公司经济技术研究院吉林长春130022

可再生能源发电具有较强的随机性和波动性,为实现高效可靠的场景建模,提出一种基于改进条件生成对抗网络的可控场景生成方法。提出基于条件生成对抗网络的场景生成框架,结合Transformer的全局注意力机制以及常规卷积和深度可分离卷积的... 详细信息

可再生能源发电具有较强的随机性和波动性,为实现高效可靠的场景建模,提出一种基于改进条件生成对抗网络的可控场景生成方法。提出基于条件生成对抗网络的场景生成框架,结合Transformer的全局注意力机制以及常规卷积和深度可分离卷积的局部泛化机制,设计适用于提取可再生能源发电不同维度特征的网络结构;利用条件生成对抗网络模型建立低维气象特征隐空间和高维可再生能源发电数据之间的映射关系,提出一种可控场景生成方法,并建立随机场景生成、场景约减、极端场景生成和连续日场景生成4种生成策略。基于实际光伏、风电数据和气象数据的仿真结果表明,所提模型与方法能够有效学习可再生能源发电的随机性、时序性、波动性及空间相关性,实现对不同策略下场景的可控生成。

关键词：场景生成条件生成对抗网络特征提取配电网可控生成

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Load Profile Analysis for Mitigating Load-Shedding in Central Africa: Case of Kinshasa

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Journal of Power and Energy Engineering 2024年第8期12卷 1-19页

作者： Ngondo Otshwe Josue Bin Li Nawaraj Kumar mahato Ngouokoua Jaime School of Electrical and Electronics Engineering North China Electric Power University Beijing China Department of Electrical Engineering Mapon University Kindu RD Congo Research Center for Energy Electric Power Information Security North China Electric Power Information Security North China Electric Power University Beijing China

Load shedding is a major problem in Central Africa, with negative consequences for both society and the economy. However, load profile analysis can help to alleviate this problem by providing valuable information about consumer demand. This information can be used by power utilities to forecast and reduce power cuts effectively. In this study, the direct method was used to create load profiles for residential feeders in Kinshasa. The results showed that load shedding on weekends results in significant financial losses and changes in people’s behavior. In November 2022 alone, load shedding was responsible for $ 23,4 08,984 and $ 2 80,9 07,808 for all year in losses. The study also found that the SAIDI index for the southern direction of the Kinshasa distribution network was 122.49 hours per feeder, on average. This means that each feeder experienced an average of 5 days of load shedding in November 2022. The SAIFI index was 20 interruptions per feeder, on average, and the CAIDI index was 6 hours, on average, before power was restored. This study also proposes ten strategies for the reduction of load shedding in the Kinshasa and central Africa power distribution network and for the improvement of its reliability, namely: Improved load forecasting, Improvement of the grid infrastructure, Scheduling of load shedding, Demand management programs, Energy efficiency initiatives, Distributed Generation, Automation and Monitoring of the Grid, Education and engagement of the consumer, Policy and regulatory assistance, and Updated load profile analysis.

关键词： Statistical Analysis Load Profile Load Shedding Kinshasa Distribution Network Distribution Reliability Indices

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On the Sobolev Boundedness Results of the Product of Pseudo-differential Operators Involving a Couple of Fractional Hankel Transforms

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Acta Mathematica Sinica,English Series 2018年第2期34卷 221-232页

作者： Akhilesh PRASAD Kanailal mahato Department of Applied Mathematics Indian Institute of Technology (Indian School of Mines) Dhanbad-826004 India Department of Mathematics Institute of Science Banaras Hindu University Varanasi-221005 India

This article is concerned with the study of pseudo-differential operators associated with fractional Hankel transform. The product of two fractional pseudo-differential operators is defined and investigated its basic properties on some function space. It is shown that the pseudo-differential operators and their products are bounded in Sobolev type spaces. Particular cases are discussed.

关键词： Pseudo-differential operators Bessel operator fractional Hankel convolution fractional Hankel integral transform Sobolev type space

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COVID-19's impacts on dengue transmission:Focus on neighbourhood surveillance of Aedes mosquitoes

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Asian Pacific Journal of Tropical Medicine 2022年第8期15卷 339-340页

作者： susanta Kumar Ghosh Chaitali Ghosh ICMR-National Institute of Malaria Research BangaloreIndia Tata Institute for Genetics and Society BangaloreIndia

The ongoing COVID-19 pandemic has impacted the entire globe on all fronts,and vector-borne diseases are not an *** are certain similarities between dengue and COVID-19 since both diseases are positive-sense single-stranded RNA virus and have animal origin ***,both the diseases present over 80%asymptomatic *** is the most prevalent and fast-emerging viral infection *** dengue virus(DENV)has four serotypes,namely DENV-1,DENV-2,DENV-3 and DENV-4,and it is possible that the same person can be infected four times before full immunity is established[1];whereas,COVID-19 is an air-borne respiratory disease caused by the severe acute respiratory syndrome coronavirus 2,and several variants have emerged over *** late 2020,the variants posed an increased risk to global public health emergency,which prompted the characterisation of specific Variants of Interest and Variants of Concern to mitigate the COVID-19 pandemic[2].DENV is transmitted by several species of day-biting Aedes *** are highly adaptive and invasive species and are predominantly found in the tropical and subtropical *** recent decades,these mosquitoes have been discovered in all continents except *** aegypti and Aedes albopictus are two major vectors of *** means wherever these mosquitoes make their footprints,dengue creeps in.

关键词： immunity Focus prompt

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Decaying items inventory models with partial linked-to-order upstream trade credit and downstream full trade credit

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Journal of Management Analytics 2022年第1期9卷 137-168页

作者： Chandan mahato Gour Chandra Mahata Department of Mathematics Sidho-Kanho-Birsha UniversityPuruliaIndia

In practice,any member of supply chain may offer full or partial trade credit contract to his downstream *** trade credit is the case that the latter is allowed to defer whole payment to the end of credit *** partial trade credit,however,the downstream supply chain member must pay for a proportion of the purchased goods at first,and can delay paying for the rest until the end of credit *** paper considers a two-level trade credit,where the supplier offers order-quantity-dependent partial trade credit to a retailer,who suggests full trade credit to his *** economic order quantity(EOQ)inventory model of a deteriorating item with expiration dates is formulated *** results are developed to obtain the optimal solutions to the *** examples and sensitivity analysis are performed to justify the proposed models and theoretical results and managerial insights are provided.

关键词： Inventory two-level trade credit partial trade credit order-quantitydependent trade credit deterioration

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Numerical Investigation of Sound Generation due to Laminar Flow Past Elliptic Cylinders

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Numerical Mathematics(Theory,Methods and Applications) 2020年第1期13卷 27-62页

作者： Bikash mahato Naveen Ganta Yogesh G.Bhumkar Scientific Computing Laboratory School of Mechanical SciencesIndian Institute of Technology BhubaneswarOdishaIndia

Numerical investigation of sound generation due to unsteady laminar flow past elliptic cylinders has been carried out using direct numerical simulation(DNS)approach at a free-stream Mach number of *** of aspect ratio(0.6≤AR≤1.0)and Reynolds number(100≤Re≤160)on the characteris-tics of radiated sound fields are ***-dimensional compressible fluid flow equations are solved on a refined grid using high resolution dispersion relation pre-serving(DRP)*** present DNS data,equivalent noise sources as given by various acoustic analogies are *** and frequencies associated with these noise sources are further related to characteristics of disturbance pressure *** pressure fields are intensified with increase in Reynolds number and aspect ***,radiated sound power increases with increase in Reynolds number and aspect *** various cases studied here,minimum and max-imum values of radiated sound power are found at Re=120&AR=0.6 and Re=160&AR=1.0,*** patterns show that the generated sound fields are dominated by the lift dipole for all ***,proper orthogonal decomposition(POD)technique has been implemented for decomposing distur-bance pressure *** POD modes associated with the lift and the drag dipoles have been *** analyses also clearly display that the radiated sound fields are dominated by the lift dipole ***,acoustic and hydrodynamic modes obtained using Doak’s decomposition method have confirmed the patterns of radiated sound field intensities.

关键词： Computational aeroacoustics acoustic analogies aeolian tones proper orthogonal decomposition Doak’s decomposition

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