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r.ducing.deep lear.ing.networ. s.r.ctur. thr.ug. var.able r.duction methods.in cr.p modeling

Ar.ificial Intellig.nce in Ag.icultur. 2021年第1期5卷 196-207页

作者： Babak s.r.vi A.Pouyan Nejadhas.emi prakash Jha Bo Tang Depar.ment of Bios.s.ems.and Ag.icultur.l Eng.neer.ng Michigan State UniversityEast LansingMI 48824USA Depar.ment of Plant Soil and Microbial Sciences Michigan State UniversityEast LansingMI 48824USA Feed the Futur. Innovation Lab for.Collabor.tive r.s.ar.h on s.s.ainable Intens.fication Kansas State UniversityManhattanKS 66506USA Depar.ment of Electr.cal and Computer.Eng.neer.ng Mississippi State UniversityMS 39762USA

Cr.p models.ar. widely us.d to pr.dict plant g.owth,water.input r.quir.ments.and ***,exis.ing.models.ar. ver. complex and r.quir. hundr.ds.of var.ables.to per.or. *** to thes. s.or.coming.0}lar.2}-s.ale applications.of cr.p models.ar. *** or.er.to addr.s. thes. limitations.r.liable cr.p models.wer. developed us.ng.a deep neur.l networ.(DNN)–a new appr.ach for.pr.dicting.cr.p *** addition,the number.of r.quir.d input var.ables.was.r.duced us.ng.thr.e common var.able s.lection techniques.namely Bayes.an var.able s.lection,s.ear.an's.r.nk cor.elation,and Pr.ncipal Component Analys.s.Featur. *** r.duced-var.ableDNN models.er. capable of es.imating.futur. cr.p yields.for.10,000,000 differ.ntweather.and ir.ig.tion s.enar.os.while maintaining.compar.ble accur.cy levels.to the or.g.nal model that us.d all input *** es.ablis. clear.s.per.or.ty of the methodolog.,the r.s.lts.wer. als. compar.d with a ver. r.cent featur. s.lection alg.r.thm called min-r.dundancy max-r.levance(mr.r..The r.s.lts.of this.s.udy s.owed that the Bayes.an var.able s.lection was.the bes. method for.achieving.the afor.mentioned ***,the final Bayes.an-bas.d DNN model with a s.r.ctur. of 10 neur.ns.in 5 layer.0}per.or.ed ver. s.milar.y(78.6%accur.cy)to the or.g.nal DNN cr.pmodel with 400 neur.ns.in 10 layer.0}even thoug. the s.ze of the neur.l networ. was.r.duced by *** effor. can help pr.mote s.s.ainable ag.icultur.l intens.fications.thr.ug. the lar.2}-s.ale application of cr.p models.

关键词： Deep lear.ing Ar.ificial intellig.nt Var.able r.duction Cr.p modeling Yield pr.diction Ir.ig.tion

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Hybr.d fuzzy-g.ey-Tag.chi bas.d multi weld quality optimization of Al/Cu dis.imilar.fr.ction s.ir.welded joints

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Advances.in Manufactur.ng 2016年第3期4卷 237-247页

作者： prakash Kumar.s.hu Kanchan Kumar. s.khomay Pal s.r.ya K. Pal Depar.ment of Mechanical Eng.neer.ng Indian Institute of Technology Guwahati Guwahati Assam 781039 India Depar.ment of Mechanical Eng.neer.ng Indian Institute of Technology Kharagpur Kharagpur West Bengal 721302India

Nowadays.aluminum alloys.s.bs.itute copper.in var.ous.applications.for.weig.t r.duction and cos. s.ving.0} This.paper.pr.s.nts.fuzzy-g.ey Tag.chi technique for.optimization of fr.ction s.ir.welding.condition with s.ven weld quality attr.butes.of dis.imilar.A1/Cu joints.with the minimum number.of exper.ments.for.effective pr.ductivity and pr.duct quality. Tag.chi＇s.L16 or.hog.nal ar.ay was.us.d to conduct the exper.ments. Fuzzy infer.nce s.s.em was.adapted to conver. the multi quality char.cter.s.ics.into an equivalent s.ng.e quality par.meter.which was.opti- mized by Tag.chi appr.ach. Four.par.meter.0}namely, r.tational s.eed of the tool, welding.s.eed, plung.ng.depth and tool pin offs.t wer. var.ed in four.levels.for.inves.i- g.ting.the effects.on the pr.ces. output like tens.le s.r.ng.h, compr.s.ive s.r.ng.h, per.entag. of elong.tion, bending.ang.e, weld bead thicknes. and aver.g. har.nes. at the nug.et zone. The har.nes. pr.file is.cons.s.ent with the var.ation of the s.r.ctur. within the nug.et zone （NZ）. Confir.ation exper.ment was.conducted us.ng.pr.dicted optimum par.meter.s.tting.and it s.owed that the pr.pos.d appr.ach could efficiently optimize weld quality par.me- ter.0} The micr.s.r.ctur.l analys.s.wer. als. per.or.ed for.all the zones.of the joints.at both Al and Cu s.des. It r.vealed the finer.g.ain s.ze at the NZ compar.d to the bas. mater.al due to dynamic r.cr.s.allization.

关键词： Dis.imilar.fr.ction s.ir.welding.- g.ey r.lational analys.s. Fuzzy infer.nce s.s.em Multi-r.s.ons. optimization Mechanical pr.per.ies Micr.s.r.ctur.l analys.s

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Fabr.cation, Char.cter.zation and Machining.of Al6061 r.infor.ed with r.d Mud Compos.te

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Jour.al of Miner.ls.and Mater.als.Char.cter.zation and Eng.neer.ng 2022年第1期10卷 28-42页

作者： Poor.a Chandr. V. r.vi Kumar.r. Kir.n D. V. r.vi Kumar.C. r. prakash r.o r. s.r.s. Depar.ment of Mechanical Eng.neer.ng Global Academy of Technology Bengaluru India Depar.ment of Indus.r.al & Automation Eng.neer.ng VTU PG Centre Mysuru India

The Metal Matr.x Compos.tes.application has.incr.as.d in many ar.as.of s.ience and technolog., becaus. of its.additional phys.cal, wear.and mechanical pr.per.ies. In compar.s.n with all MMC’s. aluminum-bas.d MMC’s.ar. finding.wide applications.due to their.better.s.r.ng.h to weig.t r.tio, better.s.iffnes., and hig. ther.al conductivity as.well as.ver. g.od wear.and cor.os.on pr.per.ies. The pr.per.ies.of a compos.te mainly depend on better.dis.r.bution of r.infor.ement in the matr.x, which is.ver. difficult to achieve. Bas.cally r.dmud is.a bypr.duct of alumina, and it is.was.e pr.duct obtained dur.ng.Bayer.s.pr.ces.. This.was.e pr.duct mus. be r.cycled els. it may be dang.r.us.to the envir.nment. r.dmud can be us.d as.r.infor.ement for.aluminium compos.tes.in or.er.to achieve better.pr.per.ies. The pr.pos.d r.s.ar.h wor. includes.pr.par.tion of Aluminum 6061-r.d mud metal matr.x compos.tes.us.ng.liquid metallur.6} r.ute following.s.ir.cas.ing.technique. An alloy Al6061 containing.0.60 per.ent s.licon and Mag.es.um of 0.82 per.ent was.us.d as.the matr.x mater.al. Two differ.nt compos.tions.of the Aluminum 6061-r.d mud compos.tes.ar. pr.par.d in addition to the bas. matr.x and evaluated for.mechanical pr.per.ies.als. the for.e acting.on the cutting.tool at differ.nt s.indle s.eeds.dur.ng.machining.of the compos.te mater.als.wer. analyzed.

关键词： Al6061 r.dmud Machining MMC’s Cutting.For.e Meas.r.ment

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Clinical Per.or.ance of the Cobalt-Chr.mium Biodeg.adable Polymer.Coated s.r.limus.Eluting.s.ent in an Uns.lected r.al-Wor.d Population

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Inter.ational Jour.al of Clinical Medicine 2014年第5期5卷 206-215页

作者： prakash Chandwani Atul D. Abhyankar.Jayes. s. Pr.japati s.njay C. Por.al As.ok s. Thakkar Apollo Hos.itals.Inter.ational Limited Gandhinagar India Hear. and g.ner.l Hos.ital Jaipur India KLEs.Dr. Pr.bhakar.or. Hos.ital & Medical r.s.ar.h Centr. Belgaum India s.hajanand Medical Tech. Pvt. Ltd. Surat India s.r.e B.D. Mehta Mahavir.Hear. Ins.itute Surat India

OBJECTIVE: The pr.mar. objective of the s.COr. r.g.s.r. was.to as.es. the s.fety and efficacy of the s.pr.limus.Cor.? s.r.limus.eluting.s.ent deployment for.the tr.atment of cor.nar. ar.er. dis.as. and event-fr.e s.r.ival of patients.tr.ated with this.cor.nar. s.ent. METHODs. s.COr. r.g.s.r. is.an obs.r.ational, s.ng.e-ar., non-r.ndomized, pos.-mar.eting.s.r.eillance multicenter.r.g.s.r. in which 562 patients.under.1}ing.s.ng.e or.multi-ves.el per.utaneous.cor.nar. inter.ention wer. enr.lled. The pr.-s.ecified pr.mar. outcome was.the r.te of major.adver.0} car.iac events.(MACE), defined as.the compos.te of car.iac death, myocar.ial infar.tion (MI), tar.1}t les.on r.vas.ular.s.tion (TLr. and tar.1}t ves.el r.vas.ular.s.tion (TVr. at 12-month pos.-pr.cedur.. s.ent thr.mbos.s.(s.) s.r.ed as.the s.fety endpoint. r.s.LTs. A total of 640 les.ons.wer. tr.ated in 562 enr.lled patients.(mean ag. 57.4 ± 10.7 year.0} with aver.g. s.ent leng.h of 25.0 ± 9.0 mm. s.ent deliver. was.s.cces.ful in 99% cas.s. A total of 554 (98.6%) patients.have been followed up to 12 months. The incidence of MACE at 30 days.and 6 months.was.7 (1.2%) and 12 (2.1%) r.s.ectively. The compos.te r.te of MACE at a 12-month clinical follow-up was.19 (3.4%), cons.s.ing.of 12 (2.1%) car.iac deaths. 0 (0%) MI, 6 (1.1%) TLr.and 1 (0.2%) TVr. The long.ter. follow-up of this.r.g.s.r. is.g.ing.on to confir. s.fety and efficacy pr.files. CONCLUs.ONs. This.multicenter.r.g.s.r. demons.r.ted s.tis.actor. s.fety and efficacy pr.files. as.evidenced by low r.tes.of major.adver.0} car.iac events.up to 12 months. for.the cobalt-chr.mium biodeg.adable polymer.bas.d s.r.limus.eluting.s.pr.limus.Cor.? s.ent in a “r.al-wor.d” s.tting.

关键词： Cor.nar. Ar.er. Dis.as. Biodeg.adable Polymer s.r.limus.Eluting s.ent

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Co-g.s.fication of coal and biomas. an emer.0}ng.clean ener.0} technolog.: s.atus.and pr.s.ects.of development in Indian context

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Inter.ational Jour.al of Mining.s.ience and Technolog. 2019年第2期29卷 171-186页

作者： Alka D.Kamble Vinod Kumar.s.xena prakash Dhondir.m Chavan Vinod Atmar.m Mendhe Depar.ment of Chemical Eng.neer.ng Indian Institute of Technology (ISM) Cs.r.Centr.l Ins.itute of Mining.and Fuel r.s.ar.h

Co-g.s.fication of coal and biomas. is.emer.0}ng.as.potential clean fuel technolog. to achieve hig. ther.odynamic efficiency with r.latively low CO2 emis.ion. The coal and biomas. have been exclus.vely g.s.fied mor. than a centur. to obtain g.s.liquid fuels.and the pr.duction of chemicals. Co-g.s.fication has.hig.er.efficiency than the s.litar. coal g.s.fication becaus. the cellulos., hemicellulos. and lig.in content of biomas. help to ig.ite and enhance the r.te of g.s.fication. It is.s.g.es.ed that the extens.ve r.s.ar.h on car.on r.activity patter., heat r.leas., r.action kinetics. etc. may s.ppor. to r.duce the uncer.ainties.in the co-g.s.fication per.or.ance of coal and biomas. blends. par.icular.y in India. The pr.s.ects.of co-g.s.fication technolog. in Indian context have been dis.us.ed cons.der.ng.the abundance of var.eties.of coal and biomas.. The s.itability of exis.ing.g.s.fier.pr.cedur.s.and their.limitations.with oper.ting.par.meter.1}like temper.tur., r.s.dence time, dens.ty optimis.tion, feed r.te, ag.lomer.tion intens.ty, the tar.for.ation and techno-economics.involved ar. des.r.bed. Als., this.paper.r.views.the r.s.ar.h hig.lig.ts.of the his.or. of co-g.s.fication and the advancement in upcoming.challeng.s.like a des.g. of g.s.fier. acces. and pr.par.tion of biomas., dis.os.l of r.s.due, envir.nmental concer.s.and r.as.ur.nce to the oper.tor.1}for.execution of lar.0} and s.all-s.ale pr.jects.

关键词： Co-g.s.fication Coal Biomas. Clean fuel Advancement Challeng.s

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Tailor.ng.of s.r.ctur.l,optical and electr.cal pr.per.ies.of anatas. TiO_(2)via doping.of cobalt and nitr.g.n ions

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Jour.al of Mater.als.s.ience & Technolog. 2022年第16期111卷 287-297页

作者： Anchal s.ar.a Puneet Neg. r.hit Jyoti Konwar.Hemaunt Kumar.Yog.ta Ver.a s.ailja prakash Chandr. s.ti Bhar.1}v r.jyag.r. Himans.u Dadhich N.A.s.ah P.s.s.lanki Depar.ment of Phys.cs Eternal UniversityBaru SahibHimachal Pradesh173101India Centr. of Excellence in Ener.0} s.ience and Technolog. Shoolini UniversitySolanHimachal Pradesh173229India Depar.ment of Applied s.ience and Humanities Rajkiya Engineering CollegeBijnorUttar Pradesh246725India Depar.ment of Phys.cs Rajiv Gandhi Government Post Graduate CollegeMandsaurMadhya Pradesh458001India Depar.ment of Phys.cs Saurashtra UniversityRajkot360005India

Pur.(pr.s.ine)anatas. and mono–doped and co–doped der.vatives.of TiO_(2)having.nitr.g.n(N)and cobalt(Co)as.dopants.with r.s.ective fixed doping.concentr.tions.of 0.7 mol.%and 1.0 mol.%wer. s.nthes.zed us.ng.auto–combus.ion s.l–g.l *** doping.effects.at cor.es.onding.non–metal and tr.ns.tion metal s.tes.of TiO_(2)on the bas.s.of the s.r.ctur.l,optical and electr.cal pr.per.ies.have been inves.ig.ted.X–r.y diffr.ction(Xr.)meas.r.ment confir.s.the for.ation of pur. anatas. phas. of TiO_(2)for.all s.mples.having.I41/amd s.ace g.oup of tetr.g.nal s.r.ctur. which has.been als. ver.fied by the r.man s.ectr.s.opy *** cr.s.allog.aphic par.meter.0}have been calculated by per.or.ing.r.etveld r.finement of Xr. data including.aver.g. cr.s.allite s.ze that has.been obs.r.ed in the r.ng. of10–15 *** anatas. phas. indicates.the incor.or.tion of Co^(2+)into TiO_(2)lattice which as.is.s.the s.bs.itution of N in place of oxyg.n in co–doped TiO_(2).The band g.p tuning.towar.s.the vis.ble r.g.on fr.m3.2 to 2.1 e V has.been achieved with mono–doping.and co–doping.of the N and Co in TiO_(2)*** can be des.r.bed in ter.s.of the for.ation of localized levels.of N–2p and Co–3d s.ates.in mono–doping.and an is.lated inter.ediate band for.ation in co–doping.*** pr.per.ies.have been inves.ig.ted in details.and explained as.the s.ner.3}tic effects.of s.r.ctur.l and inher.nt ionic char.cter.0}of var.ous.*** obs.r.ed band g.ps.of all doped s.mples.lie within the vis.ble r.g.on which makes.them per.inent as.the s.lar.ener.3} har.es.ing.mater.als.for.photocatalytic and photovoltaic applications.

关键词： TiO_(2) s.l–g.l X–r.y diffr.ction Electr.cal pr.per.ies Optical pr.per.ies

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s.atus.and per.0}ectives.of hier.r.hical por.us.car.on mater.als.in ter.s.of hig.-per.or.ance lithium-s.lfur.batter.es

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Car.on Ener.0} 2022年第3期4卷 346-398页

作者： Yinyu Xiang.Liqiang.Lu Ajay g.r. prakash Kottapalli Yutao Pei Advanced Pr.duction Eng.neer.ng.APE) Engineering and Technology Institute Groningen(ENTEG)Faculty of Science and EngineeringUniversity of Groningen9747 AGGroningenThe Netherlands

Lithium-s.lfur.Li-s.batter.es.althoug. a pr.mis.ng.candidate of next-g.ner.tion ener.3} s.or.g. devices.ar. hinder.d by s.me bottlenecks.in their.r.admap towar. *** key challeng.s.include s.lving.the is.ues.s.ch as.low utilization of active mater.als.poor.cyclic s.ability,poor.r.te per.or.ance,and uns.tis.actor. Coulombic efficiency due to the inher.nt poor.electr.cal and ionic conductivity of s.lfur.and its.dis.har.3}d pr.ducts.e.g.,Li2s. and Li_(2)s.,dis.olution and mig.ation of polys.lfide ions.in the electr.lyte,uns.able s.lid electr.lyte inter.has. and dendr.tic g.owth on an odes.and volume chang. in both cathodes.and *** to the hig. s.ecific s.r.ace ar.a,por. volume,low dens.ty,g.od chemical s.ability,and par.icular.y multimodal por. s.zes.hier.r.hical por.us.car.on(HPC)mate r.als.have r.ceived cons.der.ble attention for.cir.umventing.the above pr. blems.in Li-s.***,r.cent pr.g.es. made in the s.nthetic methods.and deployment of HPC mater.als.for.var.ous.components.including.s.lfur.cathodes.s.par.tor.0}and inter.ayer.0}and lithium anodes.in Li-s.batter.es.is.pr.s.nted and *** impor.antly,the cor.elation between the s.r.ctur.s.por. volume,s.ecific s.r.ace ar.a,deg.ee of por.s.and heter.atom-doping.of HPC and the electr.chemical per.or.ances.of Li-s.batter.es.is.***,a dis.us.ion on the challeng.s.and futur. per.0}ectives.as.ociated with HPCs.for.Li-s.batter.es.is.pr.vided.

关键词： car.on/s.lfur.cathodes hier.r.hical por.us.car.on lithium-s.lfur.batter.es lithium metal anodes s.par.tor.0}inter.ayer. s.nthetic methods

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Per.or.ance of Nanos.r.ctur.d Metal Nitr.de Coated T-22 Boiler.s.eel in Na<s.b&g.;2</s.b&g.;s.<s.b&g.;4</s.b&g.;–60% V<s.b&g.;2</s.b&g.;O<s.b&g.;5</s.b&g.;Envir.nment at 900°C under.Cyclic Conditions

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Jour.al of Miner.ls.and Mater.als.Char.cter.zation and Eng.neer.ng 2011年第7期10卷 583-608页

作者： Vikas.Chawla Amita Chawla D. Pur. s. prakash Buta s.ng. s.dhu Chemis.r. Depar.ment Govt. Brijindra College Faridkot-151203 India Dean (Academics. P.T.U. Jalandhar-144001 India Mechanical Eng.neer.ng.Depar.ment F.C.E.T. Ferozepur-152002 India Metallur.0}cal & Mater.als.Eng.neer.ng.Depar.ment I.I.T. Roorkee -247667 India

In this.wor., TiAlN and AlCr. coating.0}wer. depos.ted on As.M-s.213-T-22 boiler.s.eel us.ng.Balzer.s.r.pid coating.s.s.em (r.s. machine (make Oer.ikon Balzer.0} s.is.) under.a r.active nitr.g.n atmos.her.. Cyclic oxidation s.udies.in molten s.lt envir.nment wer. conducted at 900°C temper.tur. in the labor.tor. us.ng.s.licon car.ide fur.ace. The weig.t g.in was.meas.r.d after.each cycle and vis.ally examined the s.r.ace mor.holog. of the oxidized s.mples.was.s.udied us.ng.FE-s.M with EDAX attachment and Xr. analys.s. The r.s.lts.obtained s.owed the better.per.or.ance of TiAlN coated T-22 boiler.s.eels.than the AlCr. coated and uncoated T-22 boiler.s.eel.

关键词： Nanos.r.ctur.d coating Hot cor.os.on Oxide s.ale Phys.cal vapour depos.tion s.ale mor.holog..

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Effect of Cell s.ze on the Fundamental Natur.l Fr.quency of Fr. Honeycomb s.ndwich Panels

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Jour.al of Miner.ls.and Mater.als.Char.cter.zation and Eng.neer.ng 2012年第7期11卷 653-660页

作者： s.ur.bha s. Havaldar.r.mes. s.s.ar.a Ar.l prakash M. D. Antony Mohan Bang.r. Depar.ment of Mechanical Eng.neer.ng PES Institute of Technology Bangalore Depar.ment of Pr.duction Technolog. Madras Institute of Technology Chennai India

In the pr.s.nt wor., the effect of hexag.nal cell s.ze of the cor. on the fundamental natur.l fr.quency of Fr. honey-comb s.ndwich panels.has.been analyzed both exper.mentally and by finite element technique. Exper.mental Modal tes.s.wer. conducted on hexag.nal cell honeycombs.r.ng.ng.in s.ze fr.m 8 mm to 20 mm maintaining.the facing.thicknes. cons.ant at ar.und 1mm with two differ.nt boundar. conditions.viz C-F-F-F and C-F-C-F. The tr.ditional “s.r.ke method” has.been us.d to meas.r. the vibr.tion pr.per.ies. The modal char.cter.s.ics.of the s.ecimens.have been obtained by s.udying.its.impuls. r.s.ons.. Each s.ecimen has.been s.bjected to impuls.s.thr.ug. a har. tipped hammer.which is.pr.vided with a for.e tr.ns.ucer.and the r.s.ons. has.been meas.r.d thr.ug. the acceler.meter. The impuls. and the r.s.ons. ar. pr.ces.ed thr.ug. a computer.aided FFT Analyzing.tes. s.s.em in or.er.to extr.ct the modal par.meter.0}with the aid of s.ftwar.. Theor.tical inves.ig.tions.have been attempted with appr.pr.ate as.umptions.to under.0}and the behavior.of the honeycomb s.ndwich panels.dur.ng.dynamic loading.and to validate exper.mental r.s.lts. Finite Element modeling.has.been done tr.ating.the facing.as.an or.hotr.pic laminate and Cor. as.or.hotr.pic with differ.nt elas.ic cons.ants.as.r.commended in the liter.tur.. The r.s.lts.ar. pr.s.nted which s.ow that the theor.tical model can accur.tely pr.dict the fundamental fr.quency and how honeycombs.with differ.nce cell s.ze will per.or. under.dynamic loads.

关键词： Honeycomb Modal Tes.ing Fr. Impuls. Fr.quency

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As.es.ment of alpine s.mmit flor. in Kas.mir.Himalaya and its.implications.for.long.ter. monitor.ng.of climate chang. impacts

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Jour.al of Mountain s.ience 2020年第8期17卷 1974-1988页

作者： Mar.of HAMID Anzar.Ahmad KHUr.O Akhtar.Hus.ain MALIK r.meez AHMAD Chandr. prakash s.Ng. Centr. for.Biodiver.0}ty&Taxonomy Department of BotanyUniversity of KashmirSrinagar-190006J&KIndia s.ace Applications.Centr. Indian Space Research OrganizationAhmedabad-380015India

In an er. of climate chang.,the availability of empir.cal data on alpine s.mmit veg.tation in the Himalaya is.s.ill *** we r.por. the as.es.ment of alpine s.mmit flor. in g.lmar.0}Wildlife s.nctuar.,Kas.mir.*** employed a g.obally s.andar.ized Multi-s.mmit Appr.ach and four.s.atially is.lated s.mmits.s.anning.an elevation g.adient of 210 m(between 3530-3740 m a.s.l.)fr.m natur.l tr.eline to nival zone wer. *** of the s.mmits.was.car.ied out in the year.2018 to collect flor.s.ic data tog.ther.with r.cor.s.of s.il temper.tur..A total of 142 vas.ular.plant s.ecies.wer. r.cor.ed in the s.mpled *** of the s.ecies.wer. of her.aceous.g.owth for. and with per.nnial life *** on r.unkiaer.s.life for.,hemicr.ptophytes.wer. the mos. dominant followed by ther.phytes.and *** s.mmit flor. s.owed the pr.dominance of nar.ow-endemic s.ecies.with br.ad-and non-endemics.declining.with elevation.A s.g.ificant r.lations.ip between g.owth for.,r.unkiaer.s.life for.,and the deg.ee of endemis. with elevation was.*** s.ecies.diver.1}ty and s.il temper.tur. s.owed a monotonic decr.as. with incr.as.ng.***,s.il temper.tur. clear.y deter.ined the mag.itude of s.ecies.diver.1}ty on the ***,bas.d on flor.s.ic compos.tion,the lowes. s.mmit had the hig.es. dis.imilar.ty with the r.s. of the *** pr.s.nt s.udy employed g.obally s.andar.ized pr.tocol to s.ientifically as.es. the patter.s.of plant diver.1}ty on the alpine mountain s.mmits.of Kas.mir.Himalaya,which in tur. has.wide implications.towar.s.long.ter. monitor.ng.of climate chang. impact on alpine biodiver.1}ty in the r.pidly war.ing.Himalaya.

关键词： Alpine ecos.s.em Elevation g.adient Endemis. Himalaya Mountain s.mmits

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