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Mapping rice-fallow cropland areas for short-season grain legumes intensification in South Asia using MODIS 250 m time-series data

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International Journal of Digital Earth 2016年第10期9卷 981-1003页

作者： murali krishna gumma Prasad S.Thenkabail Pardharsadhi Teluguntla Mahesh N.Rao Irshad A.Mohammed Anthony M.Whitbread International Crops Research Institute for the Semi-Arid Tropics PatancheruIndia U.S.Geological Survey(USGS) Western Geographic Science CenterFlagstaffAZUSA Humboldt State University ArcataCAUSA

The goal of this study was to map rainfed and irrigated rice-fallow cropland areas across South Asia,using MODIS 250 m time-series data and identify where the farming system may be intensified by the inclusion of a short-season crop during the fallow ***-fallow cropland areas are those areas where rice is grown during the kharif growing season(June–October),followed by a fallow during the rabi season(November–February).These cropland areas are not suitable for growing rabi-season rice due to their high water needs,but are suitable for a short-season(≤3 months),low water-consuming grain legumes such as chickpea(Cicer arietinum L.),black gram,green gram,and ***(double-cropping)in this manner can improve smallholder farmer’s incomes and soil health via rich nitrogen-fixation legume crops as well as address food security challenges of ballooning populations without having to expand *** grain legumes,primarily chickpea,are increasingly grown across Asia as a source of income for smallholder farmers and at the same time providing rich and cheap source of protein that can improve the nutritional quality of diets in the *** suitability of rainfed and irrigated rice-fallow croplands for grain legume cultivation across South Asia were defined by these identifiers:(a)rice crop is grown during the primary(kharif)crop growing season or during the north-west monsoon season(June–October);(b)same croplands are left fallow during the second(rabi)season or during the south-east monsoon season(November–February);and(c)ability to support low water-consuming,short-growing season(≤3 months)grain legumes(chickpea,black gram,green gram,and lentils)during rabi *** irrigated or rainfed crops such as rice or wheat that were grown during kharif were not considered suitable for growing during the rabi season,because the moisture/water demand of these crops is too *** study established cropland classes based on the every 16-day 25

关键词： Croplands cropland fallow seasonal rice mapping rice-fallow intensification kharif rabi remote sensing double-cropping MODIS 250 m NDVI spectral matching techniques ground survey data grain legumes potential cropland areas South Asia

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Spectral matching techniques (SMTs) and automated cropland classification algorithms (ACCAs) for mapping croplands of Australia using MODIS 250-m time-series (2000–2015) data

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International Journal of Digital Earth 2017年第9期10卷 944-977页

作者： Pardhasaradhi Teluguntla Prasad S.Thenkabail Jun Xiong murali krishna gumma Russell G.Congalton Adam Oliphant Justin Poehnelt Kamini Yadav Mahesh Rao Richard Massey U.S.Geological Survey(USGS) Western Geographic Science CenterFlagstaffAZUSA Bay Area Environmental Research Institute(BAERI) PetalumaCAUSA International Crops Research Institute for the Semi-Arid Tropics(ICRISAT) PatancheruHyderabadIndia Department of Natural Resources and the Environment University of New HampshireDurhamNHUSA Department of Forestry and Wildland Resources Humboldt State UniversityArcataCAUSA School of Earth Science and Environmental Sustainability Northern Arizona UniversityFlagstaffAZUSA

Mapping croplands,including fallow areas,are an important measure to determine the quantity of food that is produced,where they are produced,and when they are produced(***).Furthermore,croplands are known as water guzzlers by consuming anywhere between 70%and 90%of all human water use *** these facts and the increase in global population to nearly 10 billion by the year 2050,the need for routine,rapid,and automated cropland mapping year-after-year and/or season-after-season is of great *** overarching goal of this study was to generate standard and routine cropland products,year-after-year,over very large areas through the use of two novel methods:(a)quantitative spectral matching techniques(QSMTs)applied at continental level and(b)rule-based Automated Cropland Classification Algorithm(ACCA)with the ability to hind-cast,now-cast,and *** was chosen for the study given its extensive croplands,rich history of agriculture,and yet nonexistent routine yearly generated cropland products using multi-temporal remote *** research produced three distinct cropland products using Moderate Resolution Imaging Spectroradiometer(MODIS)250-m normalized difference vegetation index 16-day composite time-series data for 16 years:2000 through *** products consisted of:(1)cropland extent/areas versus cropland fallow areas,(2)irrigated versus rainfed croplands,and(3)cropping intensities:single,double,and continuous *** accurate reference cropland product(RCP)for the year 2014(RCP2014)produced using QSMT was used as a knowledge base to train and develop the ACCA algorithm that was then applied to the MODIS time-series data for the years 2000–2015.A comparison between the ACCA-derived cropland products(ACPs)for the year 2014(ACP2014)versus RCP2014 provided an overall agreement of 89.4%(kappa=0.814)with six classes:(a)producer’s accuracies varying between 72%and 90%and(b)user’s accuracies varying between 79%and 90%.ACPs

关键词： Croplands food security automated cropland classification algorithms machine learning algorithms quantitative spectral matching techniques Australia

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IoT Task Offloading in Edge Computing Using Non-Cooperative Game Theory for Healthcare Systems

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Computer Modeling in Engineering & Sciences 2024年第5期139卷 1487-1503页

作者： Dinesh Mavaluru Chettupally Anil Carie Ahmed I.Alutaibi Satish Anamalamudi Bayapa Reddy Narapureddy murali krishna Enduri Md Ezaz Ahmed School of Computing and Informatics Saudi Electronic UniversityRiyadhSaudi Arabia Department of Computer Engineering SRM University APGunturIndia College of Computer and Information Sciences Majmaah UniversityAl Majma’ahSaudi Arabia Department of Public Health College of Applied Medical SciencesKing Khalid UniversityAbhaSaudi Arabia

In this paper,we present a comprehensive system model for Industrial Internet of Things(IIoT)networks empowered by Non-Orthogonal Multiple Access(NOMA)and Mobile Edge Computing(MEC)*** network comprises essential components such as base stations,edge servers,and numerous IIoT devices characterized by limited energy and computing *** central challenge addressed is the optimization of resource allocation and task distribution while adhering to stringent queueing delay constraints and minimizing overall energy *** system operates in discrete time slots and employs a quasi-static approach,with a specific focus on the complexities of task partitioning and the management of constrained resources within the IIoT *** study makes valuable contributions to the field by enhancing the understanding of resourceefficient management and task allocation,particularly relevant in real-time industrial *** results indicate that our proposed algorithmsignificantly outperforms existing approaches,reducing queue backlog by 45.32% and 17.25% compared to SMRA and ACRA while achieving a 27.31% and 74.12% improvement in Qn ***,the algorithmeffectively balances complexity and network performance,as demonstratedwhen reducing the number of devices in each group(Ng)from 200 to 50,resulting in a 97.21% reduction in complexity with only a 7.35% increase in energy *** research offers a practical solution for optimizing IIoT networks in real-time industrial settings.

关键词： Internet of Things edge computing offloading NOMA

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Role of long non-coding RNAs in non-alcoholic fatty liver disease

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World Journal of Meta-Analysis 2024年第3期12卷 1-5页

作者： Anju Mullath murali krishna Department of Gastroenterology Aster Royal HospitalMuscat 133MuscatOman Department of Urology Army HospitalR&RDelhi Cantonment 110010DelhiIndia

Non-alcoholic fatty liver disease(NAFLD)is emerging as a common cause of chronic liver disease in children and *** can progress to steatohepa-titis and potentially even hepatocellular *** identification of pati-ents at risk for progressive disease is crucial for managing *** studies have identified long noncoding RNAs(lncRNAs),circular RNAs,and microRNAs as playing important roles in the pathogenesis of *** noncoding RNAs are involved in modulating several metabolic pathways such as hepatic glucose and lipid metabolism,oxidative stress,and even *** levels of lncARSR and lncRNA nuclear-enriched abundant transcript 1 have been found in patients with *** addition,lncRNAs such as PRYP4-3 and RP11-128N14.5 can distinguish patients with NAFLD from healthy *** MEG3 expression has been observed in both NAFLD and non-alcoholic steatohepatitis,suggesting that it may help predict patients at risk for disease *** advances in transcriptomics,we may discover additional targets to help in the identification and prognostication of NAFLD.

关键词： Long noncoding RNA Non-alcoholic fatty liver disease Plasmacytoma variant translocation 1 Nuclear-enriched abundant transcript 1 Muscle-and adiposeassociated long intergenic non-coding RNA H19

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Sorghum germplasm from West and Gentral Africa maintained in the ICRISAT genebank: Status,gaps,and diversity

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The Crop Journal 2017年第6期5卷 518-532页

作者： Hari Deo Upadhyaya Kothapally Narsimha Reddy Mani Vetriventhan Mohammed Irshad Ahmed gumma murali krishna Mulinti Thimma Reddy Shailesh Kumar Singh Genebank International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Patancheru 502324 Telangana India Department of Agronomy Kansas State University Manhattan KS 66506 USA The UWA Institute of Agriculture The University of Western Australia Crawley WA 6009 Australia Remote Sensing and GIS Unit International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Patancheru 502324Telangana India

The genebank at ICRISAT maintains 8020 accessions of sorghum from 16 West and Central African countries. Geographical gaps and diversity were assessed in the collection. Using the passport data of 3991 accessions for which georeferenced data were available, a total of386 districts(gaps) located in 11 West and Central African countries were identified as geographical gaps. Burkina Faso with 140 and Nigeria with 118 districts were identified as countries with major geographical gaps. The collection of 43 accessions of wild species represented only three species belonging to Sorghum bicolor ssp. drummondii and ***, S. hevisonii, and S. macrochaeta, highlighting the need for collection missions aimed exclusively at enriching the collection of wild relatives. Accessions having characterization data(7630) were used to assess diversity. The first three principal components contributed to >60% of variation. Maximum diversity was observed in the collection from Nigeria for both qualitative and quantitative traits. Mean values indicated significant differences between basic and intermediate races for the traits studied. Among the races, accessions of guinea-caudatum for qualitative traits and those of caudatum for quantitative traits were highly diverse. The low intensity of the sorghum collection and the many geographical gaps in the collection underline the importance of launching collection missions to fill the gaps, particularly in regions of predominantly guinea *** of possible duplicate accessions is needed to identify duplicates in the collection. It is suggested that all passport information including georeferenced data of collection sites should be collected when samples are collected in gaps.

关键词： Collection Diversity Gaps Germplasm Landraces Sorghum

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Hepatocellular carcinoma-time to take the ticket

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World Journal of Gastrointestinal Surgery 2019年第6期11卷 287-295页

作者： Anju Mullath murali krishna Department of Gastroenterology Lakeshore Hospital and Research CentreKochi 682040KeralaIndia Department of Surgery Military HospitalPalampur 176061Himachal PradeshIndia

Hepatocellular carcinoma is one of the leading malignancies *** detection of hepatocellular carcinoma and its management in the form of liver transplantation offers an attractive treatment *** Milan criteria,proposed by Mazzaferro et al,have been the standard for selecting patients with hepatocellular carcinoma for ***,several studies have shown that even patients selected outside the Milan criteria can undergo transplantation with a relatively good *** article examines the currently existing criteria other than the Milan criteria and also evaluates use of alpha-fetoprotein and positron emission tomography scans to predict the chance of recurrence.

关键词： Hepatocellular carcinoma Milan Alpha-fetoprotein Positron emission tomography

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Dynamic properties and liquefaction behaviour of cohesive soil in northeast India under staged cyclic loading

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Journal of Rock Mechanics and Geotechnical Engineering 2018年第5期10卷 958-967页

作者： Shiv Shankar Kumar A.murali krishna Arindam Dey Department of Civil Engineering Indian Institute of Technology Guwahati

Estimation of strain-dependent dynamic soil properties, e.g. the shear modulus and damping ratio, along with the liquefaction potential parameters, is extremely important for the assessment and analysis of almost all geotechnical problems involving dynamic loading. This paper presents the dynamic properties and liquefaction behaviour of cohesive soil subjected to staged cyclic loading, which may be caused by main shocks of earthquakes preceded or followed by minor foreshocks or aftershocks, respectively. Cyclic triaxial tests were conducted on the specimens prepared at different dry densities （1.5 g/cm3 and 1.75 g/cm3） and different water contents ranging from 8% to 25%. The results indicated that the shear modulus reduction （G/Gmax） and damping ratio of the specimen remain unaffected due to the changes in the initial dry density and water content. Damping ratio is significantly affected by confining pressure, whereas G/Gmax is affected marginally. It was seen that the liquefaction criterion of cohesive soils based on single-amplitude shear strain （3.75% or the strain at which excess pore water pressure ratio becomes equal to 1, whichever is lower） depends on the initial state of soils and applied stresses. The dynamic model of the regional soil, obtained as an outcome of the cyclic triaxial tests, can be successfully used for ground response analysis of the region.

关键词： Cohesive soil Dynamic soil properties Liquefaction potential Cyclic triaxial tests Staged cyclic loading

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Redundant Transmission Control Algorithm for Information-Centric Vehicular IoT Networks

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Computers, Materials & Continua 2023年第8期76卷 2217-2234页

作者： Abdur Rashid Sangi Satish Anamalamudi Mohammed SAlkatheiri murali krishna Enduri Anil Carie Mohammed AAlqarni Department of Computer Science College of Science and TechnologyWenzhou-Kean UniversityWenzhou325060China Department of Computer Science Engineering SRM University APAmaravati522502India Department of Cybersecurity College of Computer Science&EngineeringUniversity of JeddahJeddahSaudi Arabia Department of Software Engineering College of Computer Science&EngineeringUniversity of JeddahJeddahSaudi Arabia

Vehicular Adhoc Networks(VANETs)enable vehicles to act as mobile nodes that can fetch,share,and disseminate information about vehicle safety,emergency events,warning messages,and passenger ***,the continuous dissemination of information fromvehicles and their one-hop neighbor nodes,Road Side Units(RSUs),and VANET infrastructures can lead to performance degradation of VANETs in the existing hostcentric IP-based ***,Information Centric Networks(ICN)are being explored as an alternative architecture for vehicular communication to achieve robust content distribution in highly mobile,dynamic,and errorprone *** ICN-based Vehicular-IoT networks,consumer mobility is implicitly supported,but producer mobility may result in redundant data transmission and caching inefficiency at intermediate vehicular *** paper proposes an efficient redundant transmission control algorithm based on network coding to reduce data redundancy and accelerate the efficiency of information *** proposed protocol,called Network Cording Multiple Solutions Scheduling(NCMSS),is receiver-driven collaborative scheduling between requesters and information sources that uses a global parameter expectation deadline to effectively manage the transmission of encoded data packets and control the selection of information *** results for the proposed NCMSS protocol is demonstrated to analyze the performance of ICN-vehicular-IoT networks in terms of caching,data retrieval delay,and end-to-end application *** end-to-end throughput in proposed NCMSS is 22%higher(for 1024 byte data)than existing solutions whereas delay in NCMSS is reduced by 5%in comparison with existing solutions.

关键词： Caching data dissemination redundancy control ICN-vehicular IoT networks

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Synthesis and characterization of AlCoCrCuFeZnx high-entropy alloy by mechanical alloying

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Progress in Natural Science:Materials International 2016年第4期26卷 380-384页

作者： M.murali S.P.Kumaresh Babu B.Jeevan krishna A.Vallimanalan Department of Metallurgical and Materials Engineering National Institute of Technology

Equi-atomic and non equi-atomic multi-component systems were synthesized through different routes to form high-entropy single solid solution. One such high-entropy alloy（HEA） with hexanary composition AlCoCrCuFeZnxwas synthesized using mechanical alloying. The effect of zinc variation on the crystal structure and phase formation was characterized using XRD, FESEM with EDS and TEM. The synthesis resulted in both equi-atomic and non equi-atomic nano crystalline AlCoCrCuFeZn with a crystallite size less than 10 nm.

关键词： High-entropy alloy Mechanical alloying Crystallite size Lattice strain Selected area diffraction

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RAMAN SPECTROSCOPIC STUDY ON PREDICTION OF TREATMENT RESPONSE IN CERVICAL CANCERS

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Journal of Innovative Optical Health Sciences 2013年第2期6卷 63-70页

作者： S.RUBINA M.S.VIDYASAGAR C.murali krishna Chilakapati Laboratory Advanced Centre for TreatmentResearch and Education in CancerTata Memorial Centre Kharghar 410210India Department of Radiotherapy and Oncology Shirdi Sai Baba Cancer Hospital Kasturba Medical College Manipal UniversityManipal 576104India

Concurrent chemoradiotherapy(CCRT)is the choice of treatment for locally adv anced cervical cancers;however,tumors exhibit diverse response to *** prediction of tumor response leads to individualizing treatment *** evaluation criteria in solid tumors(RECIST),the current modality of tumor response assessment,is often subject ive and carried out at the first visit after treatment,which is about four ***,there is a need for better predictive tool for *** spectroscopic techniques,sensitive to molecular alteration,are being pursued as potential diagnostic *** pilot study ains to explore the fiber-optic-based Raman spectroscopy approach in prediction of tumor response to CCRT,before taking up extensive in vivo *** vivo Raman spectra were acquired from biopsies collected from 11 normal(148 spectra),16 tumor(201 spectra)and 13 complete response(151 CR spectra),one partial response(8 PR spectra)and one nonresponder(8 NR spectra)*** was analyzed using principal component linear discriminant analysis(PC-LDA)followed by leave-one-out cross-validation(LOO-CV).Findings suggest that normal tissues can be efficiently classified from both pre-and post-treated tumor biopsies,while there is an overlap between pre-and post-CCRT tumor *** of CR,PR and NR tissues were subjected to principal component analysis(PCA)and a tendency of classification was observed,corroborating previous ***,this study further supports the feasibility of Raman spectroscopy in prediction of tumor radioresponse and prospective noninvasive in vivo applications.

关键词： Concurrent chemoradiotherapy tumor response principal component linear discriminant analysis principal component analysis response evaluation criteria in solid tumors

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