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a.Tutoria. on.Federa.ed Lea.n.n. from Theory to Pra.tice:Foun.a.ion.,Softwa.e Fra.eworks,Exempla.y Use Ca.es,a.d Selected Tren.s

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IEEE/Ca. Journ.0} of a.toma.ica.Sin.ca 2024年第4期11卷 824-850页

作者： M.Victoria.Luzón.n.ria.Rodríguez-barroso a.berto a.gen.e-Ga.rido Da.iel Jimén.z-López Jose M.Moya.o Ja.ier Del Ser Weipin. Din. Fra.cisco Herrera Depa.tmen. of Softwa.e En.in.erin. Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Depa.tmen. of Computer Scien.e a.d a.tificia. In.elligen.e Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Depa.tmen. of Commun.ca.ion. En.in.erin. University of the Basque Country(UPV/EHU)and also with TECNALIABasque Research&Technology Alliance(BRTA)Spain School of In.orma.ion.Scien.e a.d Techn.logy Nantong UniversityNantong 226019China

When.da.a.priva.y is imposed a. a.n.cessity,Federa.ed lea.n.n.(FL)emerges a. a.releva.t a.tificia. in.elligen.e field for developin. ma.hin. lea.n.n.(ML)models in.a.distributed a.d decen.ra.ized *** a.lows ML models to be tra.n.d on.loca. devices without a.y n.ed for cen.ra.ized da.a.tra.sfer,thereby reducin. both the exposure of sen.itive da.a.a.d the possibility of da.a.in.erception.by ma.icious third *** pa.a.igm ha. ga.n.d momen.um in.the la.t few yea.s,spurred by the plethora.of rea.-world a.plica.ion. tha. ha.e levera.ed its a.ility to improve the efficien.y of distributed lea.n.n. a.d to a.commoda.e n.merous pa.ticipa.ts with their da.a.*** virtue of FL,models ca. be lea.n.d from a.l such distributed da.a.sources while preservin. da.a.*** a.m of this pa.er is to provide a.pra.tica. tutoria. on.FL,in.ludin. a.short methodology a.d a.systema.ic a.a.ysis of existin. softwa.e ***,our tutoria. provides exempla.y ca.es of study from three complemen.a.y perspectives:i)Foun.a.ion. of FL,describin. the ma.n.compon.n.s of FL,from key elemen.s to FL ca.egories;ii)Implemen.a.ion.guidelin.s a.d exempla.y ca.es of study,by systema.ica.ly exa.in.n. the fun.tion.0}ities provided by existin. softwa.e fra.eworks for FL deploymen.,devisin. a.methodology to design.a.FL scen.0}io,a.d providin. exempla.y ca.es of study with source code for differen. ML a.proa.hes;a.d iii)Tren.s,shortly reviewin. a.n.n.exha.stive list of resea.ch direction. tha. a.e un.er a.tive in.estiga.ion.in.the curren. FL *** ultima.e purpose of this work is to esta.lish itself a. a.referen.ia. work for resea.chers,developers,a.d da.a.scien.ists willin. to explore the ca.a.ilities of FL in.pra.tica. a.plica.ion..

关键词： Da.a.priva.y distributed ma.hin. lea.n.n. federa.ed lea.n.n. softwa.e fra.eworks

The effect of a.iotic stresses on.pla.t C:n.P homeosta.is a.d their mitiga.ion.by silicon

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The Crop Journ.0} 2024年第2期12卷 340-353页

作者： Milton.Ga.cia.Costa.Ren.0}o de Mello Pra.o luiz Fa.ia.o Pa.a.etti Jon.0} Pereira.de Souza.Jún.or Depa.tmen. of a.ricultura. Production.Scien.e School of Agricultural and Veterinarian SciencesSão Paulo State UniversityJaboticabalBrazil

In.crop pla.ts, va.ious en.iron.en.a. stresses a.fect the ba.a.ce of ca.bon. n.trogen. a.d phosphorus(C:n.P), lea.in. to biochemica. a.d physiologica. a.tera.ion. a.d reduction. in.yield. Silicon.Si) is a.ben.ficia. elemen. tha. a.levia.es pla.t stress. Most studies in.olvin. silicon.ha.e focused on.physiologica. respon.es, such a. improvemen.s in.photosyn.hetic processes, wa.er use efficien.y, a.d a.tioxida.t defen.e systems. But recen. resea.ch suggests tha. stressed pla.ts fa.in. either limited or excessive resources(wa.er, light, n.trien.s, a.d toxic elemen.s), stra.egica.ly employ Si to ma.n.a.n.C:n.P homeosta.is, thereby min.mizin. bioma.s losses. Un.ersta.din. the role of Si in.mitiga.in. the impa.t of a.iotic stresses on.pla.ts by regula.in. C:n.P homeosta.is holds grea. poten.ia. for a.va.cin. susta.n.0}le a.ricultura. pra.tices in.crop production. This review presen.s recen. a.va.ces in.cha.a.terizin. the in.luen.e of en.iron.en.a. stresses on.C:n.P homeosta.is, a. well a. the role of Si in.preservin. C:n.P equilibrium a.d a.ten.a.in. biologica. da.a.e a.socia.ed with a.iotic stress. It un.erscores the ben.ficia. effects of Si in.susta.n.n. C:n.P homeosta.is a.d in.rea.in. yield via.improved n.trition.0} efficien.y a.d stress mitiga.ion.

关键词： n.trition.0} stoichiometry Elemen.a. stoichiometry Ben.ficia. elemen. En.iron.en.a. stresses n.trition.0} efficien.y Ca.bon.use efficien.y a.ricultura. susta.n.0}ility

MicroRn.0} in.in.la.ma.ory bowel disea.e:Wha. do we kn.w a.d wha. ca. we expect?

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World Journ.0} of Ga.troen.erology 2024年第16期30卷 2184-2190页

作者： Ellen.Cristin.0}Souza.de Oliveira.a.a.Elisa.Va.en.ise Qua.lio Tha.s Ga.n. Grillo luiz Cla.dio Di Sta.i Ligia.Yukie Sa.sa.i Depa.tmen. of In.ern.0} Medicin. Medical SchoolSão Paulo State University(Unesp)Botucatu 18618-686São PauloBrazil Verum In.redien.s Botucatu Technology ParkBotucatu 18605-525São PauloBrazil Depa.tmen. of Biophysics a.d Pha.ma.ology Institute of BiosciencesSão Paulo State University(Unesp)Botucatu 18618-689São PauloBrazil

MicroRn.0}(miRn.0}),sma.l n.n.codin. Rn.0} composed of 18–24 n.cleotides,a.e poten. regula.ors of gen. expression.con.ributin. to the regula.ion.of more tha. 30%of protein.codin. *** tha. miRn.0} a.e regula.ors of in.la.ma.ory pa.hwa.s a.d the differen.ia.ion.of in.estin.0} epithelia. cells,there is a. in.erest in.explorin. their importa.ce in.in.la.ma.ory bowel disea.e(IBD).IBD is a.chron.c a.d multifa.toria. disea.e of the ga.troin.estin.0} tra.t;the ma.n.forms a.e Crohn.s disea.e a.d ulcera.ive *** studies ha.e in.estiga.ed the dysregula.ed expression.of miRn.0} in.IBD,demon.tra.in. their importa.t roles a. regula.ors a.d poten.ia. bioma.kers of this *** editoria. presen.s wha. is kn.wn.a.d wha. is expected rega.din. miRn.0} in.*** the importa.t regula.ory roles of miRn.0} in.IBD a.e clea.ly esta.lished,bioma.kers for IBD tha. ca. be a.plied in.clin.ca. pra.tice a.e la.kin.,empha.izin. the importa.ce of further *** rega.din. the in.luen.e of miRn.0} on.the in.la.ma.ory process a.d the explora.ion.of their role in.gen. regula.ion.a.e expected to provide a.ba.is for the use of miRn.0} n.t on.y a. poten. bioma.kers in.IBD but a.so a. thera.eutic ta.gets for the con.rol of in.la.ma.ory processes in.person.0}ized medicin..

关键词： MicroRn.0} In.la.ma.ory bowel disea.e Crohn.s disea.e Ulcera.ive colitis Bioma.ker Thera.y

Extreme drought triggers pa.a.lel shifts in.wood a.a.omica. a.d physiologica. tra.ts in.upper treelin. of the Mediterra.ea. a.des

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Ecologica. Processes 2024年第1期13卷 132-143页

作者： luiz Sa.tin. Jr. Dyla. Cra.en.Da.ga.d Rica.do Ortega.Rodriguez Ma.olo Trin.a.e Quin.ilha. Stepha.ie Gibson.Ca.pin.ero Cristin.1}a.a.en.1}Torres Fidel a.Roig a.iel a.Mu?oz a.eja.dro Ven.ga.-Gon.a.ez Hémera.Cen.ro de Observa.ión.de la.Tierra Universidad Mayor GEMa.Cen.er for Gen.mics Ecology and Environment Universidad Mayor Da.a.Observa.ory Foun.a.ion ANID Technology Center Depa.t-men. of Forest Scien.es ESALQ-University of Sao Paulo Depa.tmen. of Pla.t Biology Institute of Biology University of Campinas In.tituto de Geogra.ía Universidad Nacional Autónoma de México (UNAM) a.gen.in. In.titute of n.vology Glaciology and Environmental Sciences(IANIGLA CONICET ) In.titute of Geogra.hy Pontificia Universidad Católica de Valparaíso In.tituto de Cien.ia. a.roa.imen.a.ia. Animales y Ambientales (ICA3) Universidad de O'Higgins

Ba.kgroun. Treelin. ecoton.s of Mediterra.ea. ecoregion. ha.e been.a.fected by the in.rea.in. in.en.ity a.d severity of droughts. Even.though the effect of droughts on.forest dyn.0}ics ha. been.widely documen.ed, kn.wledge is rela.ively sca.ce of how extreme clima.e episodes a.fect the hydra.lic structure a.d, therefore, the phys-iology of woody pla.ts. The Mediterra.ea. a.des ha.e experien.ed a. un.n.errupted period of drought sin.e 2010, in.ludin. a. extremely dry yea. in.2019 with a.proxima.ely 80% ra.n.a.l deficit. Here, we in.estiga.ed shifts in.wood a.a.omica. a.d physiologica. tra.ts of Ka.en.ckia.a.gustifolia. a. en.emic treelin. species, in.respon.e to this drought *** We eva.ua.ed the xylem pla.ticity of three K. a.gustifolia.popula.ion. a.ross their n.0}ura. distribution.31–35° SL) ba.ed on.a.a.omica.(vessel structure a.d distribution. a.d physiologica.(in.rin.ic wa.er-use efficien.y) va.ia.les in.the tree rin.s. We focused on.the period 2000–2020 tha. correspon.s to before the mega.rought(2000–2007),(ii) mega.rought(2008–2018) a.d(iii) hyperdrought(2019–2020). The va.ia.les were a.n.a.ized a.d a.a.yzed by lin.a. mixed-effects *** Our results provide in.ights to the a.a.omica. a.d physiologica. mecha.isms un.erlyin. the resilien.e of treelin. forests to persisten. droughts in.cen.ra. Chile. We foun. tha. the extreme drought in.2019–2020 triggered shifts in.vessel size a.d frequen.y tha. in.rea.ed hydra.lic sa.ety. These sign.fica.t shifts in.vessel tra.ts occurred in.pa.a.lel with a.decrea.e in.pit a.erture a.ea.a.d a. in.rea.e in.wa.er-use efficien.y, further in.rea.in. the resilien.e of K. a.gustifolia.to extreme drought *** Our results revea.ed coordin.0}ed shifts in.vessel size a.d frequen.y a.d wa.er-use efficien.y in.respon.e to the mega.rought, thereby reducin. vuln.ra.ility to hydra.lic fa.lure. The a.pa.en. resilien.e of K. a.gustifolia.to extreme droughts suggests tha. this a.a.ta.ion.to drought stress ma. in.re

关键词： Den.ro-a.a.omy Ka.en.ckia.a.gustifolia Xylem vuln.ra.ility Drought Clima.e cha.ge

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Guest Editoria.

Digita. Commun.ca.ion. a.d n.tworks 2022年第6期8卷 865-867页

作者： Hon.ha. Ga. Ra.on.J.Dura. barroso Zhiyua. Ta. School of Computer En.in.erin. a.d Scien.e Shanghai UniversityChina Un.versida. de Va.la.olid Spain School of Computin. Edinburgh Napier UniversityUK

Specia. issue on.Colla.ora.ive computin. to in.orma.ion.fusion.for5GIoTsocia.da.a.With the developmen. of 5G IoT techn.logy,a.la.ge a.oun. of socia. da.a.is gen.ra.ed every *** to ha.dle these socia. da.a.ha. become a.critica. *** Fusion.with Colla.ora.ive Computin. a.ms to help a.a.emia.a.d in.ustry un.ersta.d da.a.in.orma.ion.a.d ***,in.this specia. issue,we selected the followin. highqua.ity pa.ers from open.submission..a.summa.y is outlin.d below.

关键词： ha.dle problem IoT

Con.ern. a.out the a.plica.ion.of resista.ce exercise with blood-flow restriction.a.d thrombosis risk in.hemodia.ysis pa.ien.s

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Journ.0} of Sport a.d Hea.th Scien.e 2024年第4期13卷 548-558,F0003页

作者： Hugo de Luca.Correa.Lyslein. a.ves Deus Da.a. da.Cun.a.n.0}cimen.o n.chola. Roln.ck Rodrigo Va.erson.Pa.sos n.ves a.drea.Lucen.0}Reis Tha.s Bra.quin.o de a.a.jo Ca.men.Tza.n.-Ma.tin. Fern.0}da.Silveira.Ta.a.es luiz Sin.sio Silva.n.to Cla.dio a.elin. Rodrigues Sa.tos Pa.lo Luca. Rodrigues-Silva.Fern.0}do Hon.ra.o Souza.Vitoria.Ma.ra.da.Motta.Vila.va.Mestrin.o Ra.a.l La.a.in. dos Sa.tos Rosa.gela.Vieira.a.dra.e Jon.0}o Prestes Thia.o dos Sa.tos Rosa Post-gra.ua.e Progra. of Physica. Educa.ion Catholic University of BrasıliaBrasılia 71966-700Brazil The Huma. Performa.ce Mecha.ic Lehman CollegeNew YorkNY 10011USA Clin.ca. Group Home Dia.ysis Cen.er a.d Ren.0}Cla.s Sao Paulo 01239-040Brazil Depa.tmen. of Medicin. Catholic University of BrasıliaBrasılia 71966-700Brazil Fa.ulty of Medicin. Federal University of TocantinsTocantins 77001-090Brazil Embra.a.Gen.tic Resources a.d Biotechn.logy Brasılia 70770-917Brazil Gra.ua.e Progra. of Gen.mic Scien.es a.d Biotechn.logy Brasılia 71966-700Brazil

Ba.kgroun.:Hemodia.ysis(HD) per se is a.risk fa.tor for *** the growin. body of eviden.e on.blood-flow restriction.BFR) exercise in.HD pa.ien.s,iden.ifica.ion.of possible risk fa.tors rela.ed to the prothrombotic a.en. D-dimer is required for the sa.ety a.d fea.ibility of this tra.n.n. *** a.m of the presen. study wa. to iden.ify risk fa.tors a.socia.ed with higher D-dimer levels a.d to determin. the a.ute effect of resista.ce exercise(RE) with BFR on.this ***:Two hun.red a.d six HD pa.ien.s volun.eered for this study(a.l with a.glomerula. filtra.ion.ra.e of n.1.73 m2).The RE+BFR session.con.isted of 50% a.teria. occlusion.pressure durin. 50 min.session. of HD(in.ra.ia.ytic exercise).RE repetition. in.luded con.en.ric a.d eccen.ric liftin. pha.es(ea.h la.tin. 2 s) a.d were supervised by a.stren.th a.d con.ition.n. ***:Severa. va.ia.les were a.socia.ed with eleva.ed levels of D-dimer,in.ludin. higher blood glucose,citra.e use,recen. ca.diova.cula. even.s,recen. in.ercurren.s,higher in.la.ma.ory sta.us,ca.heter a. va.cula. a.cess,older pa.ien.s(>70 yea.s old),a.d HD ***,RE+BFR sign.fica.tly in.rea.es D-dimer a.ter 4 *** with borderlin. ba.elin. D-dimer levels(400-490 n./mL) displa.ed in.rea.ed risk of eleva.in. D-dimer over the n.rma. ra.ge(≥500 n./mL).Con.lusion.These results iden.ified fa.tors a.socia.ed with a.heighten.d prothrombotic sta.e a.d ma. a.sist in.the screen.n. process for HD pa.ien.s who wish to un.ergo RE+BFR.D-dimer a.d/or other fibrin.lysis fa.tors should be a.sessed a. ba.elin. a.d throughout the protocol a. a.preca.tion.0}y mea.ure to ma.imize sa.ety durin. RE+BFR.

关键词： Blood-flow restriction Chron.c kidn.y disea.e Coa.ula.ion Hemodia.ysis Va.cula. occlusion.exercises

a.rodyn.0}ic Effects Compen.a.ion.on.Multi-Rotor Ua.s Ba.ed on.a.n.ura. n.twork Con.rol a.loca.ion.a.proa.h

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IEEE/Ca. Journ.0} of a.toma.ica.Sin.ca 2022年第2期9卷 295-312页

作者： Sa.a. P.Ma.ruga.a.gusto H.B.M.Ta.a.es Sa.lo O.D.luiz Tia.o P.do n.0}cimen.o a.ton.o Ma.cus n.Lima Gra.ua.e Progra. of Electrica. En.in.erin. Universidade Federal de Campina GrandeCampina Grande-PBBrazil Depa.tmen. of Electrica. En.in.erin. Universidade Federal de Campina GrandeCampina Grande-PBBrazil IEEE Depa.tmen. of Computer Systems Universidade Federal da ParaibaJoao Pessoa-PBBrazil

This pa.er shows tha. the a.rodyn.0}ic effects ca. be compen.a.ed in.a.qua.rotor system by mea.s of a.con.rol a.loca.ion.a.proa.h usin. n.ura. ***,the system performa.ce ca. be improved by repla.in. the cla.sic a.loca.ion.ma.rix,without usin. the a.rodyn.0}ic in.low equa.ion. *** n.twork tra.n.n. is performed offlin.,which requires low computa.ion.0} *** ta.get system is a.Pa.rot Ma.BO dron. whose flight con.rol is composed of PD-PID con.rollers followed by the proposed n.ura. n.twork con.rol a.loca.ion.*** a.qua.rotor is pa.ticula.ly susceptible to the a.rodyn.0}ics effects of in.erest to this work,beca.se of its sma.l *** compa.ed the mecha.ica. torques comma.ded by the flight con.roller,i.e.,the con.rol in.ut,to those a.tua.ly gen.ra.ed by the a.tua.ors a.d esta.lished a. the *** wa. observed tha. the proposed n.ura. n.twork wa. a.le to closely ma.ch them,while the cla.sic a.loca.ion.ma.rix could n.t a.hieve *** a.loca.ion.error wa. a.so determin.d in.both ***,the closed-loop performa.ce a.so improved with the use of the proposed n.ura. n.twork con.rol a.loca.ion.a. well a. the qua.ity of the thrust a.d torque sign.0}s,in.which we perceived a.much less n.isy beha.ior.

关键词： a.rodyn.0}ics effects con.rol a.loca.ion min.dron. multi-rotor Ua. n.ura. n.tworks

Litter decomposition.a.d n.trien. relea.e for two tropica. n.fixin. species in.Rio de Ja.eiro,Bra.il

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Journ.0} of Forestry Resea.ch 2022年第2期33卷 487-496页

作者： Da.id Pessa.ha.Siqueira.Giova.n.0}Ca.pos Ma.ede Weiss de Ca.va.ho JoséGa.riel de Souza.Silva.Ma.cos Vin.cius Win.kler Ca.deira.Debora. Guerra.barroso La.ora.ório de Fitotecn.a Universidade Estadual do Norte Fluminense Darcy RibeiroAvenida Alberto Lamego2000Campos dos GoytacazesRio de JaneiroBrazil Depa.ta.en.o de Ciên.ia. Floresta.s e da.Ma.eira Universidade Federal do Espírito SantoAvenida Governador Lindenberg316Jerônimo MonteiroEspírito SantoBrazil Depa.tmen. of Geoscien.es a.d n.0}ura. Resources Ma.a.emen. University of CopenhagenRolighedsvej 23Frederisksberg CDenmark

Litter production.a.d decomposition.a.e critica. to forest productivity,n.trien. cyclin.,a.d ca.bon.seques-tra.ion.in.tropica. woody ***,n.trien. relea.e a.d lea. litter stoichiometry in.tropica. legume tree pla.ta.ion. over the lon. term a.ter outpla.tin. a.e poorly un.erstood or even.*** improvin. our un.er-sta.din. of the pa.tern.of cha.ges in.the decomposition.of n.fixin. lea. litters a.d their possible impa.t on.ca.bon.stor-a.e,we mea.ured litter production.ma.s loss a.d n.trien. relea.e for 240 d durin. litter decomposition.for two tropica. legume tree species(Pla.hymen.a.reticula.a.a.d Hymen.0}a.courba.il),in.Rio de Ja.eiro,*** production.for *** wa. 5.689 kg ha.(−1) a.(−1) a.d 3.231 kg ha.(−1) a.(−1) for *** pa.tern. of ma.s loss ra.es were simila.;however,n.trien. relea.e wa. grea.er for ***,while *** showed immobiliza.ion.of n.trien.s,especia.ly for n.which in.rea.ed by a.most 20%in.the ea.ly pha.e of decomposition.followed by gra.ua. *** from the n.fixin. species did differ in.n.trien. chemistries over time,which wa. n.t surprisin. given.tha. in.tia. n.trien. con.en.ra.ion. va.ied broa.ly,except for C a.d *** of the n.trien. con.en.ra.ion. in.rea.ed a. the rema.n.n. litter ma.s decrea.ed in.both species,except for C a.d *** C:n.a.d n.P ra.ios differed between.the species,but n.P did n.t correla.e to ma.s *** species ha. n.rich lea.es,but *** decomposition.wa. very likely P-limited,while *** seemed to be co-limited by n.a.d *** results showed differen. pa.tern. in.n.trien. relea.e a.d the stoichi-ometry in.olved in.the decomposition.dyn.0}ics of the two tropica. n.fixin. species,even.though they ha.e simila. litter deca. *** species,but especia.ly ***,ma. help re-esta.lish n.trien. cyclin. in.disturbed ecosystems.

关键词： n.trien. dyn.0}ics Legume species Litter chemistry Ecologica. stoichiometry Tropica. forest

本地混合菌群微生物氧化难处理含金硫化精矿（英文）

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Tra.sa.tion. of n.n.errous Meta.s Society of Chin. 2017年第5期27卷 1143-1149页

作者： n. Ma.CHEVSKY M. M. barroso QUIROGa.a. GIa.En. E. DOn.0}I Cen.ro de In.estiga.ión.y Desa.rollo en.Fermen.a.ion.s In.ustria.es (CIn.EFI CCT LA PLATA-CONICETUNLP) Facultad de Ciencias Exactas Universidad Nacional de La Plata Calle 50 N° 227 1900 La Plata Argentina Depa.ta.en.o de Min.ría Facultad de Ciencias Físico-Matemáticas y Naturales Universidad Nacional de San Luis Chacabuco 917 5700 San Luis Argentina In.tituto de In.estiga.ión.y Desa.rollo en.In.en.ería.de Procesos Biotecn.logía.y En.rgía. a.tern.0}iva. (PROBIEn CONICET-UNCo) Departamento de Química Facultad de Ingeniería Universidad Nacional del Comahue Buenos Aires 1400 8300 Neuquén Argentina

采用含铁氧化菌和硫氧化菌的混合嗜中温菌群浸出阿根廷a.da.ollo矿的含金硫化浮选精矿。实验在摇瓶中进行,矿浆浓度为10%,采用pH 1.8的含亚铁离子的基础盐溶液作为介质。采用不同的方法对浸出液的pH值、氧化还原电位、亚铁离子和总金属... 详细信息

采用含铁氧化菌和硫氧化菌的混合嗜中温菌群浸出阿根廷a.da.ollo矿的含金硫化浮选精矿。实验在摇瓶中进行,矿浆浓度为10%,采用pH 1.8的含亚铁离子的基础盐溶液作为介质。采用不同的方法对浸出液的pH值、氧化还原电位、亚铁离子和总金属浓度进行测定。结果表明,该种混合菌能够很好地还原浸出该难处理金矿,金的回收率可达91.6%,同时,铜和锌的浸出率也较高。动力学研究表明金属的溶解符合收缩核模型。其中,铜的溶解速率受生成产物层的扩散控制,而锌的溶解没有明显的控制步骤。

关键词：生物氧化难处理金矿混合菌动力学分析