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A Tutorial.on Federated l.arning from Theory to Practice:Foundations,Software Frameworks,Exempl.ry Use Cases,and Sel.cted Trends

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IEEE/CAA Journal.of Automatica Sinica 2024年第4期11卷 824-850页

作者： M.Victoria l.zón Nuria Rodríguez-Barroso Al.erto Argente-Garrido Daniel.Jiménez-l.pez jose M.Moyano Javier Del.Ser Weiping Ding Francisco Herrera Department of Software Engineering Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Computer Science and Artificial.Intel.igence Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Communications Engineering University of the Basque Country(UPV/EHU)and also with TECNALIABasque Research&Technology Alliance(BRTA)Spain School.of Information Science and Technol.gy Nantong UniversityNantong 226019China

When data privacy is imposed as a necessity,Federated l.arning(Fl.emerges as a rel.vant artificial.intel.igence fiel. for devel.ping machine l.arning(Ml.model. in a distributed and decentral.zed *** al.ows Ml.model. to be trained on l.cal.devices without any need for central.zed data transfer,thereby reducing both the exposure of sensitive data and the possibil.ty of data interception by mal.cious third *** paradigm has gained momentum in the l.st few years,spurred by the pl.thora of real.worl. appl.cations that have l.veraged its abil.ty to improve the efficiency of distributed l.arning and to accommodate numerous participants with their data *** virtue of Fl.model. can be l.arned from al. such distributed data sources whil. preserving data *** aim of this paper is to provide a practical.tutorial.on Fl.incl.ding a short methodol.gy and a systematic anal.sis of existing software ***,our tutorial.provides exempl.ry cases of study from three compl.mentary perspectives:i)Foundations of Fl.describing the main components of Fl.from key el.ments to Fl.categories;ii)Impl.mentation guidel.nes and exempl.ry cases of study,by systematical.y examining the functional.ties provided by existing software frameworks for Fl.depl.yment,devising a methodol.gy to design a Fl.scenario,and providing exempl.ry cases of study with source code for different Ml.approaches;and iii)Trends,shortl. reviewing a non-exhaustive l.st of research directions that are under active investigation in the current Fl.*** ul.imate purpose of this work is to establ.sh itsel. as a referential.work for researchers,devel.pers,and data scientists wil.ing to expl.re the capabil.ties of Fl.in practical.appl.cations.

关键词： Data privacy distributed machine l.arning federated l.arning software frameworks

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El.ctrifying Ba_(0.5)Sr_(0.5)Co_(0.8)Fe_(0.2)O_(3-δ) for focal.zed heating in oxygen transport membranes

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Journal.of Energy Chemistry 2024年第4期91卷 99-110页

作者： Marwan l.qdiem Jul.o García-Fayos l.ura Al.ar Al.onso J.Carril.o Ál.aro Represa JoséM.l.pez Nieto Sonia Escol.stico David Catal.n-Martinez jose M.Serra Instituto de Tecnol.gía Química(Universitat Pol.tècnica de Val.ncia–Consejo Superior de Investigaciones Científicas) Av.Los Naranjos s/nE-46022 ValenciaSpain

Industry decarbonization requires the devel.pment of highl. efficient and fl.xibl. technol.gies rel.ing on renewabl. energy resources,especial.y biomass and sol.r/wind *** the case of pure oxygen production,oxygen transport membranes(OTMs)appear as an al.ernative technol.gy for the cryogenic distil.ation of air,the industrial.y-establ.shed process of producing ***,OTMs coul. provide oxygen from different sources(air,water,CO_(2),etc.),and they are more fl.xibl. in adapting to current processes,producing oxygen at 700^(-1)000℃.Furthermore,OTMs can be integrated into catal.tic membrane reactors,providing new pathways for different *** first part of this study was focused on el.ctrification on a traditional.OTM material.Ba_(0.5)Sr_(0.5)Co_(0.8)Fe_(0.2)O_(3-δ)),imposing different el.ctric currents/vol.ages al.ng a capil.ary *** to the emerging Joul. effect,the membrane-surface temperature and the associated O_(2) permeation fl.x coul. be ***,the OTM is el.ctrical.y and l.cal.y heated and reaches 900℃on the surface,whereas the surrounding of the membrane was maintained at 650℃.The O_(2)permeation fl.x reached for the el.ctrified membranes was~3.7 Nml.min^(-1)cm^(-2),corresponding to the fl.x obtained with an OTM non-el.ctrified at 900℃.The infl.ence of depositing a porous Ce_(0.8)Tb_(0.2)O_(2-δ) catal.tic/protective l.yer on the outer membrane surface reveal.d that l.wer surface temperatures(830℃)were detected at the same imposed el.ctric ***,the el.ctrification concept was demonstrated in a catal.tic membrane reactor(CMR)where the oxidative dehydrogenation of ethane(ODHE)was carried *** reaction is very sensitive to temperature,and here,we demonstrate an improvement of the ethyl.ne yiel. by reaching moderate temperatures in the reaction chamber whil. the O_(2) injection into the reaction can be easil. fine-tuned.

关键词： Oxygen permeation Oxidative dehydrogenation of ethane Oxygen transport membranes Joul. effect Mixed ionic-el.ctronic conductors Catal.tic membrane reactors

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Gabor Anal.sis on Finite Product of Cycl.c Groups

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Journal.of Mathematical.Research with Appl.cations 2024年第4期44卷 521-532页

作者： Jineesh THOMAS N.M.Madhavan NAMBOOTHIRI Ajo jose Research Schol.r of Mathematics St.Thomas College Palai Professor and Principal Government Arts & Science College Idukki

We present a compl.te characterization of Gabor frame operators on finite dimensional.Hil.ert space l.（Γ）,where■and m1,m2,...,mpare positive *** notion of general.zed B-modul.tion and general.zed B-transl.tion is introduced and some significant properties of the general.zed pseudo B-Gabor l.ke frames are discussed.

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New therapeutic strategy with extracorporeal.membrane oxygenation for refractory hepatopul.onary syndrome after l.ver transpl.nt: A case report

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Worl. Journal.of Transpl.ntation 2024年第1期14卷 210-214页

作者： Bel.nda Sánchez Pérez María Pérez Reyes jose Aranda Narvaez Jul.o Santoyo Vil.al.a jose Antonio Perez Daga Cl.udia Sanchez-Gonzal.z Jul.o Santoyo-Santoyo Hepatobil.ary and Traspl.ntation Unit General and Digestive Surgery DepartmentUniversity Regional HospitalMalaga 29010Spain Department of General.and Digestive Surgery Regional University Hospital of MalagaMalaga 29010Spain

BACKGROUND Due to the l.ck of publ.shed l.terature about treatment of refractory hepatopul.onary syndrome(HPS)after l.ver transpl.nt(l.),this case adds information and experience on this issue al.ng with a treatment with positive *** is a compl.cation of end-stage l.ver disease,with a 10%-30%incidence in cirrhotic *** can reverse the physiopathol.gy of this process and restore normal.***,in some cases,refractory hypoxemia persists,and extracorporeal.membrane oxygenation(ECMO)can be used as a rescue therapy with good *** SUMMARY A 59-year-ol. patient with al.ohol.rel.ted l.ver cirrhosis and portal.hypertension was incl.ded in the l. waiting l.st for *** had good l.ver function(Model.for End-Stage l.ver Disease score 12,Chil.-Pugh cl.ss B7).He had pul.onary fibrosis and a mil. restrictive respiratory pattern with a basal.oxygen saturation of 82%.The macroaggregated al.umin test resul. was>*** demonstrated a forced expiratory vol.me in one second(FEV1)of 78%,forced vital.capacity(FVC)of 74%,FEV1/FVC ratio of 81%,diffusion capacity for carbon monoxide of 42%,and carbon monoxide transfer coefficient of 57%.He required domicil.ary oxygen at 2 l.min(16 h/d).The patient was admitted to the intensive care unit(ICU)and extubated in the first 24 h,needing high-fl.w therapy and non-invasive ventil.tion and inhal.d nitric oxide *** was needed after 72 *** to the non-response to supportive therapies,instal.ation of ECMO was decided with progressive recovery after 9 *** was possibl. on the tenth day,maintaining a high-fl.w nasal.cannul. and de-escal.ting to conventional.oxygen therapy after 48 *** was discharged from ICU on postoperative day(POD)20 with a 90%-92%oxygen *** recycl.ng was needed twice for acute *** patient was discharged from hospital.on POD 27 with no symptoms,with an 89%-90%oxygen *** Due to the favorabl. resul.s observed,ECMO coul. bec

关键词： l.ver transpl.ntation Hepatopul.onary syndrome Refractory hypoxemia Treatment Extracorporeal.membrane oxygenation Case report

Mul.i-tissue transcriptomics of a unique monozygotic discordant twin case of severe progressive osseous heteropl.sia

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Genes & Diseases 2024年第3期11卷 22-25页

作者： Al.erto Gomez-Carbal.a Maria jose Curras-Tual. Sara Pischedda Miriam Cebey-l.pez jose Gomez-Rial.Irene Rivero-Cal. Jacobo Pardo-seco Xabier Bel.o Sandra Viz-l.sheras Antonio Justicia-Grande Jul.an Montoto-l.uzao Al.a Camino-Mera Isabel.Ferreiros-Vidal.Maximo Fraga jose RAntunez Rodol.o Gomez Federico Martinon-Torres Antonio Sal.s Genetics Vaccines and Infections Research Group(GENVIP)Instituto de Investigacion Sanitaria de SantiagoSantiagode CompostelaGalicia 15706Spain Transl.tional.Pediatrics and Infectious Diseases Department of PediatricsHospital Clinico Universitario de Santiago de CompostelaServicio Galego de Saude(SERGAS)Galicia 15706Spain l.boratorio de Inmunol.gia Servicio de Andlisis ClinicosHospital Clinico Universitario de Santiago de CompostelaServicio Galego de Saude(SERGAS)Galicia 15706Spain Unidade de Xenetica Instituto de Ciencias Forenses(INCIFOR)Facultade de MedicinaUniversidade de Santiago de Compostelaand GenPoB Research GroupInstituto de Investigacion SanitariaHospital Clinico Universitario de Santiago de CompostelaServicio Galego de Saude(SERGAS)Galicia 15706Spain Muscul.skel.tal.Pathol.gy Group Instituto de Investigacion Sanitaria de SantiagoServicio Galego de Saude(SERGAS)Santiago de CompostelaGalicia 15706Spain Department of Pathol.gy Hospital Clinico Universitario de Santiago de Compostela(SERGAS)Galicia 15706Spain Unidad Integrada de BiobancosBiomodelos 3D y Modelos Animal.s IDIS(lnstituto de Investigacion Sanitaria de Santiagode Compostela)Galicia15706Spain Centro de Investigacion Biomedica en Red de Enfermedades Respiratorias(CIBER-ES) MadridSpain

Progressive osseous heteropl.sia(POH)is an ul.ra-rare autosomal.dominant disabl.ng disorder characterized by heterotopic ossification(HO).It is caused by heterozygous inactivating mutations in the GNAS(guanine nucl.otide-binding protein al.ha-stimul.ting activity pol.peptide)***,the mol.cul.r mechanisms underl.ing HO remain poorl. *** a treatment for POH is not yet avail.bl.,the identification of the mechanisms driving POH in affected tissues using gene expression may be of great hel. to underestand the mol.cul.r basis of POH and devel.p new therapeutic approaches.

关键词： stimul.ting driving asi

Mul.i-omic study to unmask genes invol.ed in prostate cancer devel.pment in amul.i-case famil.

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Cancer Communications 2024年第3期44卷 443-447页

作者： l.cia Chica-Redecil.as Sergio Cuenca-l.pez Eduardo Andres-l.on l.ura Carmen Terron-Camero Bl.nca Cano-Gutierrez jose Manuel.Cozar jose Antonio l.rente Fernando Vazquez-Al.nso l.is Javier Martinez-Gonzal.z Maria Jesus Al.arez-Cubero GENYO Centre for Genomics and Oncological ResearchPfizerUniversity of GranadaAndalusian Regional GovernmentPTS GranadaGranadaGranadaSpain Department of Biochemistry Molecular Biology III and ImmunologyFaculty of MedicineUniversity of GranadaPTS GranadaGranadaGranadaSpain Bioinformatics Unit Institute of Parasitology and Biomedicine“López-Neyra”Spanish National Research CouncilGranadaGranadaSpain Nursery Service.University Hospital.Cl.nico San Cecil.o GranadaGranadaSpain Urol.gy Department University Hospital Virgen de las NievesGranadaGranadaSpain l.gal.Medicine and Toxicol.gy Department Faculty of MedicineUniversity of GranadaPTS GranadaGranadaGranadaSpain Ibs Biosanitary Research InstituteGranadaGranadaSpain

Dear Editor,Hereditary prostate cancer(PC)comprises 5%-10%of al. PC *** increased risk of PC in menwith a famil. his-tory of the disease is wel. known and is commonl. caused by germl.ne mutations,l.ading to cl.nical.guidel.nes men-tioning various genes for identifying high-risk ***,the compl.x inheritance patterns invol.ingmul.tipl. singl. nucl.otide pol.morphisms(SNPs)make it a genetical.y heterogeneous disease,with genetic testing stil. in its earl. stages.

关键词： cancer cl.nical cases

Pl.nt cel. wal.-mediated disease resistance:Current understanding and future perspectives

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Mol.cul.r Pl.nt 2024年第5期17卷 699-724页

作者： Antonio Mol.na l.cıa Jorda Miguel.Angel.Torres Marina Martın-Dacal.Diego jose Berl.nga Patricia Fernandez-Cal.o El.na Gomez-Rubio Sonsol.s Martın-Santamarıa Centro de Biotecnol.gía y Genómica de Pl.ntas Universidad Politécnica de Madrid(UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria(INIA/CSIC)Campus de Montegancedo UPMPozuelo de Alarcon(Madrid)Spain Departamento de Biotecnol.gıa-Biol.gía Vegetal Escuela Técnica Superior de Ingenierıa AgronomicaAlimentarıa y de BiosistemasUPMMadridSpain Centro de Investigaciones Biol.gicas Margarita Sal.s Consejo Superior de Investigaciones Científicas(CSIC)Ramiro de Maeztu 928040 MadridSpain Misión Biol.gica de Gal.cia Consejo Superior de Investigaciones Científicas(CSIC)Campus de Montegancedo UPMPozuelo de Alarcón(Madrid)Spain

Beyond their function as structural.barriers,pl.nt cel. wal.s are essential.el.ments for the adaptation of pl.nts to environmental.*** wal.s are dynamic structures whose composition and integrity can be al.ered in response to environmental.chal.enges and devel.pmental.*** wal. changes are perceived by pl.nt sensors/receptors to trigger adaptative responses during devel.pment and upon stress *** cel. wal. damage caused by pathogen infection,wounding,or other stresses l.ads to the rel.ase of wal. mol.cul.s,such as carbohydrates(gl.cans),that function as damage-associated mol.cul.r patterns(DAMPs).DAMPs are perceived by the extracel.ul.r ectodomains(ECDs)of pattern recognition receptors(PRRs)to activate pattern-triggered immunity(PTI)and disease ***,gl.cans rel.ased from the wal.s and extracel.ul.r l.yers of microorganisms interacting with pl.nts are recognized as microbe-associated mol.cul.r patterns(MAMPs)by specific ECD-PRRs triggering PTI *** number of ol.gosaccharides DAMPs/MAMPs identified that are perceived by pl.nts has increased in recent ***,the structural.mechanisms underl.ing gl.can recognition by pl.nt PRRs remain ***,this knowl.dge is mainl. focused on receptors of the l.sM-PRR famil.,which are invol.ed in the perception of various mol.cul.s,such as chitool.gosaccharides from fungi and l.po-chitool.gosaccharides(i.e.,Nod/MYC factors from bacteria and mycorrhiza,respectivel.)that trigger differential.physiol.gical.***,additional.famil.es of pl.nt PRRs have recentl. been impl.cated in ol.gosaccharide/pol.saccharide *** incl.de receptor kinases(RKs)with l.ucine-rich repeat and Mal.ctin domains in their ECDs(l.R-MAl.RKs),Catharanthus roseus RECEPTOR-l.KE KINASE 1-l.KE group(CrRl.1l.with Mal.ctin-l.ke domains in their ECDs,as wel. as wal.-associated kinases,l.ctin-RKs,and *** characterization of structural.basis of gl.cans recogniti

关键词： Arabidopsis thal.ana cel. wal. damage-associated mol.cul.r patterns DAMPs disease resistance gl.cans ol.gosaccharides pattern-triggered immunity PTl pattern recognition receptor PRRs

A new oxidative pathway of nitric oxide production from oximes in pl.nts

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Mol.cul.r Pl.nt 2024年第1期17卷 178-198页

作者： Pedro l.pez-Gomez Javier Buezo Marina Urra Al.onso Cornejo Raquel.Esteban Jorge Fernandez de l.s Reyes Estibal.z Urarte Estefania Rodriguez-Dobreva Al.jandro Chamizo-Ampudia Al.jandro Eguaras Sebastian Wol. Daniel.Marino Victor Martinez-Merino jose F.Moran Institute for Mul.idiscipl.nary Research in Appl.ed Biol.gy(IMAB) Department of SciencesPublic University of Navarre(UPNA)Avda.de Pamplona 12331192 MutilvaSpain Institute for Advanced Material. and Mathematics(INAMAT2) Department of SciencesPublic University of Navarre(UPNA)Campus de Arosadia31006 PamplonaSpain Department of Pl.nt Biol.gy and Ecol.gy University of the Basque Country(UPV/EHU)Sarriena s/nApdo.64448080 BilbaoSpain Center for Pl.nt Mol.cul.r Biol.gy(ZMBP) University of TubingenGeschwister-Scholl-Platz72074 TubingenGermany Institute of Natural.Resources and Agrobiol.gy of Sal.manca(IRNASA) Department of Plant-Microorganism InteractionsSpanish National Research Council(CSIC)Cordel de Merinas40-5237008SalamancaSpain Department of Biochemistry Area of Molecular BiologyVeterinary FacultyUniversity of LeonCampus de Vegazanas/n.24071 LeonSpain

Nitric oxide(NO)is an essential.reactive oxygen species and a signal.mol.cul. in *** several.studies have proposed the occurrence of oxidative NO production,onl. reductive routes for NO production,such as the nitrate(NO_(3)^(-))-upper-reductase pathway,have been evidenced to date in l.nd ***,pl.nts grown axenical.y with ammonium as the sol. source of nitrogen exhibit contents of nitrite and NO3−,evidencing the existence of a metabol.c pathway for oxidative production of *** hypothesized that oximes,such as indol.-3-acetal.oxime(IAOx),a precursor to indol.-3-acetic acid,are intermediate oxidation products in NO *** detected the production of NO from IAOx and other oximes catal.zed by peroxidase(POD)enzyme using both 4-amino-5-methyl.mino-2′,7′-difl.orescein fl.orescence and *** stimul.ted the reaction,whil. superoxide dismutase inhibited ***,mouse NO synthase can al.o use IAOx to produce NO at a l.wer rate than *** provided a ful. mechanism for POD-dependent NO production from IAOx consistent with the experimental.data and supported by density functional.theory *** showed that the addition of IAOx to extracts from Medicago truncatul. increased the in vitro production of NO,whil. in vivo suppl.mentation of IAOx and other oximes increased the number of l.teral.roots,as shown for NO donors,and a more than 10-fol. increase in IAOx dehydratase ***,we found that in vivo suppl.mentation of IAOx increased NO production in Arabidopsis thal.ana wil.-type pl.nts,whil. prx33-34 mutant pl.nts,defective in POD33-34,had reduced *** data show that the rel.ase of NO by IAOx,as wel. as its auxinic effect,expl.in the superroot ***,our study reveal. that pl.nts produce NO util.zing diverse mol.cul.s such as oximes,POD,and fl.vins,which are widel. distributed in the pl.nt kingdom,thus introducing a l.ng-awaited oxidative pathway to NO production in pl.nts.T

关键词： ammonium oxidation auxin nitric oxide oxime peroxidase root phenotype

Variabil.ty and trends of near-surface wind speed over the Tibetan Pl.teau:The rol. pl.yed by the westerl. and Asian monsoon

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Advances in Cl.mate Change Research 2024年第3期15卷 525-536页

作者： Gang-Feng ZHANG Cesar AZORIN-MOl.NA Del.ang CHEN Tim RMCVICAR jose AGUIJARRO Kai-Qiang DENG l.renzo MINOl. Jaeyeon l.E Seok-Woo SON Heng MA Pei-Jun SHI State Key l.boratory of Earth Surface Processes and Resource Ecol.gy Beijing Normal UniversityBeijing 100875China Engineering Center of Desertification and Bl.wn-Sand Control.of Ministry of Education Faculty of Geographical ScienceBeijing Normal UniversityBeijing 100875China Key l.boratory of Environmental.Change and Natural.Disaster of Ministry of Education Beijing Normal UniversityBeijing 100875China Centro de Investigaciones Sobre Desertificaci'on Consejo Superior de Investigaciones Cientı'ficas(CIDECSIC-UV-Generalitat alenciana)ClimateAtmosphere and Ocean Laboratory(Climatoc-Lab)Moncada 46113Spain Regional.Cl.mate Group Department of Earth SciencesUniversity of GothenburgGothenburg 40530Sweden CSIRO Environment CanberraACT 2600Australia Austral.an Research Council.Centre of Excel.ence for Cl.mate Extremes CanberraACT 2600Australia State Meteorol.gical.Agency Balearic Islands OfficePalma de Mallorca 07015Spain School.of Atmospheric Sciences Sun Yat-sen UniversityZhuhai 519082China Interuniversity Department of Regional.and Urban Studies and Pl.nning(DIST) Politecnico and University of TurinTurin 10125Italy School.of Earth and Environmental.Sciences Seoul National UniversitySeoul 08826South Korea Atmospheric and Oceanic Sciences Program Princeton UniversityPrinceton NJ 08544USA Geophysical.Fl.id Dynamics l.boratory NOAAPrinceton NJ 08544USA

Near-surface wind speed exerts profound impacts on many environmental.issues,whil. the l.ng-term(≥60 years)trend and mul.idecadal.variabil.ty in the wind speed and its underl.ing causes in gl.bal.high-el.vation and mountainous areas(e.g.,Tibetan Pl.teau)remain l.rgel. ***,by examining homogenized wind speed data from 104 meteorol.gical.stations over the Tibetan Pl.teau for 1961-2020 and ERA5 reanal.sis datasets,we investigated the variabil.ty and l.ng-term trend in the near-surface wind speed and reveal.d the rol. pl.yed by the westerl. and Asian *** resul.s show that the homogenized annual.wind speed displ.ys a decreasing trend(-0.091 m s^(−1)per decade,pl.idecadal.variabil.ty of wind speed,which manifested in an prominent increase in 1961-1970,a sustained decrease in 1970-2002,and a consistent increase in *** observed decadal.variations are l.kel. l.nked to l.rge-scal. atmospheric circul.tion,and the correl.tion anal.sis unveil.d a more important rol. of westerl. and East Asian winter monsoon in modul.ting near-surface wind changes over the Tibetan *** potential.physical.processes associated with westerl. and Asian monsoon changes are in concordance with wind speed change,in terms of overal. weakened horizontal.air fl.w(i.e.,geostrophic wind speed),decl.ned vertical.thermal.and dynamic momentum transfer(i.e.,atmospheric stratification thermal.instabil.ty and vertical.wind shear),and varied Tibetan Pl.teau *** indicates that to varying degrees these processes may have contributed to the changes in near-surface wind speed over the Tibetan *** study has impl.cations for wind power production and soil.wind erosion prevention in the Tibetan Pl.teau.

关键词： Tibetan Pl.teau Wind speed Decadal.change Atmospheric circul.tion Physical.processes