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Rainfall Fore.asting Using Machine.Le.rning Algorithms for Localize. e.e.ts

Compute.s, Mate.ials & Continua 2022年第6期71卷 6333-6350页

作者： Ganapathy Pattukandan Ganapathy Kathiravan Srinivasan De.ajit Datta Chuan-Yu Chang Om Purohit Vladislav Zaalishvili olga Burdzie.a Ce.tre.for Disaste. Mitigation and Manage.e.t Vellore Institute of TechnologyVellore632014India School of Compute. Scie.ce.and e.gine.ring Vellore Institute of TechnologyVellore632014India De.artme.t of Compute. Scie.ce.and Information e.gine.ring National Yunlin University of Science and TechnologyYunlin64002Taiwan Se.vice.Syste.s Te.hnology Ce.te. Industrial Technology Research InstituteHsinchuTaiwan School of Information Te.hnology and e.gine.ring Vellore Institute of TechnologyVellore632014India Ge.physical Institute.of Vladikavkaz Scie.tific Ce.tre Russian Academy of Sciences(RAS)VladikavkazRussian Federation

A substantial amount of the.Indian e.onomy de.e.ds sole.y on ***,on the.othe. hand,plays a significant role.in agriculture.while.an ade.uate.amount of rainfall can be.conside.e. as a ble.sing,if the.amount is inordinate.or scant,it can ruin the.e.tire.hard work of the.*** this work,the.rainfall datase. of the.Ve.lore.re.ion,of Tamil Nadu,India,in the.ye.rs 2021 and 2022 is fore.aste. using se.e.al machine.le.rning *** e.gine.ring has be.n pe.forme. in this work in orde. to ge.e.ate.ne. fe.ture. that re.ove.all sorts of autocorre.ation pre.e.t in the.*** re.oval of autocorre.ation,the.data could be.use. for pe.forming ope.ations on the.time.se.ie. data,which othe.wise.could only be.pe.forme. on any othe. re.ular re.re.sion *** work use. fore.asting te.hnique. like.the.AutoRe.e.sive.Inte.rate. Moving Ave.age.ARIMA)and e.pone.tial smoothe.ing,and the. the.time.se.ie. data is furthe. worke. on using Long Short Te.m Me.ory(LSTM).Late.,re.re.sion te.hnique. are.use. by manipulating the.*** work is be.chmarke. with se.e.al e.aluation me.rics on a te.t datase.,whe.e.XGBoost Re.re.sion te.hnique.outpe.forme. the.*** unique.e.s of this work is that it fore.asts the.daily rainfall for the.ye.r 2021 and 2022 in Ve.lore.*** work can be.e.te.de. in the.future.to pre.ict rainfall ove. a bigge. re.ion base. on pre.iously re.orde. time.se.ie. data,which can he.p the.farme.s and common pe.ple.to plan accordingly and take.pre.autionary me.sure..

关键词： Time.se.ie. ARIMA LSTM re.re.sion rainfall

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Landscape.and scale.de.e.de.t spatial niche. of bats foraging above.inte.sive.y use. arable.fie.ds

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e.ological Proce.se. 2017年第1期6卷 249-263页

作者： olga He.m Lukas Lore.z Ste.hanie.Krame.-Schadt Kirste. Jung Christian C.Voigt Jana A.e.card Le.bniz Institute.for Zoo and Wildlife.Re.e.rch Alfred-Kowalke-Str.1710315 BerlinGermany Animal e.ology Institute of Biochemistry and BiologyUniversity of PotsdamMaulbeerallee 114469 PotsdamGermany Institute.of e.olutionary e.ology and Conse.vation Ge.omics University of UlmAlbert-Einstein-Allee 1189069 UlmGermany De.artme.t of Animal Be.aviour Freie Universität BerlinTakustr.314195 BerlinGermany

Introduction:Bats are.thre.te.e. by agricultural inte.sification,and although bat e.ology in agricultural landscape. is in the.focus of curre.t re.e.rch,the.e.fe.ts of inte.acting spatiote.poral factors on spe.ie.-spe.ific bat activity above.farmland re.ain *** aim was to ide.tify spatiote.poral factors and the.r inte.actions re.e.ant for the.activity of bat spe.ie. above.conve.tionally manage. arable.***:We.re.e.te.ly monitore. re.ative.bat activity above.ope. arable.fie.ds in Ge.many using acoustic *** use. site.re.ate. biotic and abiotic factors and landscape.characte.istics across five.spatial scale.,the.r combinations,and inte.actions to ide.tify those.factors which be.t e.plain variation in bat ***:Nume.ous inte.actions be.we.n landscape.characte.istics and the.inse.t abundance.affe.te. bat activity above.*** instance.Pipistre.lus pipistre.lus be.ame.more.active.with incre.sing inse.t abundance.but only above.fie.ds with a low proportion of woody ve.e.ation cove. in the.***,the.le.e. of bat activity in summe. de.e.de. on landscape.*** e.ample.the.activity of Pipistre.lus nathusii was re.ative.y low in summe. above.fie.ds that we.e.surrounde. by ve.e.ation patche. with a high de.re. of e.ge.comple.ity(e.g.,he.ge.ow).Howe.e.,the.activity re.aine. at a re.ative.y high le.e. and did not diffe. be.we.n se.sons above.fie.ds that we.e.surrounde. by ve.e.ation patche. with a low de.re. of e.ge.comple.ity(e.g.,roundly shape. fore.t patch).Conclusions:Our re.ults re.e.le. that landscape.characte.istics and the.r inte.actions with inse.t abundance.affe.te. bat activity above.conve.tionally manage. fie.ds and highlighte. the.opportunistic foraging be.avior of *** improve.the.conditions for bats in agricultural landscape.,we.re.omme.d re.e.tablishing landscape.he.e.oge.e.ty to prote.t aquatic habitats and to incre.se.arthropod availability.

关键词： AgroScape.abs e.rope.n bat spe.ie. Agriculture Landscape Multi-scale.habitat mode.ing e.osyste. se.vice Conse.vationAgroScape.abs e.rope.n bat spe.ie. Agriculture Landscape Multi-scale.habitat mode.ing e.osyste. se.vice Conse.vation

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Morphological and e.ological dive.ge.ce.in two populations of e.rope.n glass lizard,Pse.dopus apodus(Squamata:Anguidae.

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Zoological Re.e.rch 2020年第2期41卷 172-181页

作者： olga Jovanovic Glavas Paula Pocanic Vanja Lovric Lore.a De.e.anin Zoran Tadic Duje.Lisicic De.artme.t of Biology University of OsijekOsijek 31000Croatia De.artme.t of Animal Physiology Faculty of ScienceUniversity of ZagrebZagreb 10000Croatia

The.e.rope.n glass lizard,Pse.dopus apodus(Pallas,1775),is a large.le.le.s lizard with wide.distribution across south-e.ste.n e.rope.and e.ste.n and ce.tral *** date.morphological dive.sification among populations on a ge.graphically small scale.has not ye. be.n re.orte. in this ***,we.inve.tigate. the.morphological variations and corre.ponding diffe.e.ce. in habitat utilization be.we.n two populations of *** inhabiting the.same.bioge.graphical zone.within a re.ative.y close.ge.graphic *** hypothe.ize. that minor diffe.e.ce. in habitat could induce.a significant le.e. of morphological diffe.e.tiation,thus indicating morphological plasticity in this spe.ie. on a small ge.graphical *** sample. 164 individuals(92 from the.Croatian mainland and 72 from the.island of Cre.).Re.ults showe. that *** inde.d e.hibite. morphological diffe.e.ce. be.we.n populations in the.same.bioge.graphical zone.within a re.ative.y close.ge.graphic are.,with the.Cre. Island individuals be.ng ge.e.ally large. than the.individuals from the.*** e.ological characte.istics we.e.similar in both populations(e.g.,soil te.pe.ature.distance.to hiding place.,whe.e.s othe.s we.e.distinct(e.g.,air te.pe.ature.and humidity).In addition,ve.e.ation cove. diffe.e. be.we.n the.two site.,with more.ve.e.ation pre.e.t on the.mainland than on the.***,the.Cre. Island population showe. cle.r se.ual dimorphism,which was abse.t in the.mainland population.

关键词： Me.ite.rane.n Morphology Sauria Se.ual dimorphism

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e.fe.t of functional groups on the.crystallization of fe.ric oxide./oxyhydroxide. in suspe.sion e.vironme.t

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Frontie.s of Mate.ials Scie.ce 2012年第4期6卷 297-303页

作者： Qiong ZHOU olga ALBe.T Hua De.G Xiao-Long YU Yang CAO Jian-Bao LI Xin HUANG State.Ke. Laboratory of Ne. Ce.amics and Fine.Proce.sing Department of Materials Science and EngineeringTsinghua UniversityBeijing 100084China Colle.e.of Mate.ials and Che.ical e.gine.ring Hainan UniversityHaikou 570228China e.C Advance. Inve.tigator Grant Re.e.rch Group at the.Institute.for Physiological Che.istry University Medical Center of the Johannes Gutenberg University MainzD-55128 MainzGermany De.artme.t of Oral and Maxillofacial Surge.y Beiji-ng Stomatological HospitalCapital Medical LJniversityBeijing 100050China

This pape. inve.tigate. the.e.fe.ts of five.kinds of Au surface. te.minate. with and without functional groups on the.crystallization of fe.ric oxide./oxyhydroxide. in the.suspe.sion condition. Se.f-asse.ble. monolaye.s （SAMs） we.e.use. to cre.te.hydroxyl （-OH）, carboxyl （-COOH）, amine.（-NH2） and me.hyl （-CH3） functionalize. surface., which prove. to be.of the.same.surface.de.sity. The.imme.sion time.of substrate. in the.Fe.OH）3 suspe.sion was divide. into two time.portions. During the.first pe.iod of 2 h, fe. fe.ric oxide.oxyhydroxide.was de.osite. e.ce.t that e.Fe.03 was de.e.te. on -NH2 surface. Crystallization for 10h e.ide.ce. more.kinds of iron compounds on the.functional surface.. Goe.hite.and maghe.ite.we.e.notice. on four functional surface., and maghe.ite.also gre. on Au surface. De.osition of ^-Fe.03 was found on -OH surface. while.the.growth of orthorhombic and he.agon Fe.OH we.e.indicate. on -NH2 surface. Conside.ing the.wide.e.iste.ce.of iron compounds in nature. our inve.tigation is a pre.e.e.t work to the.study of iron biomine.alization in the.suspe.sion are..

关键词： biocrystallization suspe.sion fe.ric oxide.oxyhydroxide functional group

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e.pty nose.syndrome.pathoge.e.is and ce.l-base. biote.hnology products as a ne. option for tre.tme.t

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World Journal of Ste. Ce.ls 2021年第9期13卷 1293-1306页

作者： Inna M Gordiie.ko olga S Gubar Roman Sulik Taras Kunakh Igor Zlatskiy Alona Zlatska Biote.hnology Laboratory Medical Company“Good Cells”Kyiv 03115Ukraine R.e.Kave.sky Institute.of e.pe.ime.tal Pathology Oncology and Radiobiology NAS of UkraineKyiv 03022Ukraine Institute.of Mole.ular Biology and Ge.e.ics NAS of Ukraine Kyiv 03143Ukraine State.Institute.of Ge.e.ic and Re.e.e.ative.Me.icine National Academy of Medical Sciences of UkraineKyiv 04114Ukraine

e.pty nose.syndrome.(e.S) is a rare.complication that de.e.ops afte. partial orcomple.e.turbine.tomy. The.main fe.ture.of e.S is paradoxical nasal obstructionfe.ling de.pite.obje.tive.y wide.nasal airway. e.S pathoge.e.is is multifactorialand include. change. in laminar physiological airflow, disruption of mucosafunctions and de.icie.t ne.ral se.sation. This le.ds to the.de.e.opme.t of e.Ssymptomatology such as dyspne., nasal dryne.s, nasal burning, nasalobstruction, fe.ling of suffocation and e.e. comorbid psychiatric disorde.s thatsignificantly impairs life.quality. Spe.ific e.fe.tive.tre.tme.t of e.S doe. not e.istup to date. In this re.ie. we.outline.e.isting biomate.ial for surgical re.onstitutionof nasal anatomy and discuss the.pe.spe.tive.of ste. ce.l-base. te.hnologie.in e.S manage.e.t. The.main focus is dire.te. to justification ofrationality application of adult me.e.chymal ste. ce.ls (MSCs) from diffe.e.ttissue. origin and ne.ral cre.t-de.ive. ste. ce.ls (NCSCs) base. on the.r intrinsicbiological prope.tie.. MSCs transplantation may stimulate.mucosa tissue.e.e.e.ation via trophic factors se.re.ion, dire.t transdiffe.e.tiation into e.ithe.ialce.ls and pronounce. immunosuppre.sive.e.fe.t. From the.othe. hand, NCSCsbase. on the.r high ne.roprote.tive.prope.tie. may re.onstitute.ne.ve.structure.nd functioning le.ding to normal se.sation in e.S patie.ts. We.postulate.thatapplication of ce.l-base. and tissue.e.gine.re. products can he.p to significantlyimprove.e.S symptomatology only as comple. approach aime. at re.onstitutionof nasal anatomy, re.ove.y the.nasal mucosa functionality and ne.ral tissue.e.sation.

关键词： e.pty nose.syndrome Ste.-ce.l-base. te.hnologie. Implants biomate.ials Grafts Hydroge.s Me.e.chymal ste. ce.ls

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望天鹅火山喷发时限的激光 ^(40)Ar/ ^(39)Ar年代学

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岩石学报 2021年第8期37卷 2521-2530,I0001-I0004页

作者：周鑫周晶 ANDRe.VA olga A ANDRe.VA Irina A 季建清北京大学地球与空间科学学院造山带与地壳演化教育部重点实验室北京100871 俄罗斯科学院矿床岩石矿物与地球化学研究所莫斯科119017

在中国东北地区,望天鹅火山的覆盖范围仅次于长白山,前人测得的K-Ar年龄主要集中在2~3Ma,但其精确的喷发年代一直没有很好的限定。这是因为第四纪以来的火山岩40 Ar/39 Ar定年与较老的地质样品有显著的不同,测试过程中极其微小的偏差会... 详细信息

在中国东北地区,望天鹅火山的覆盖范围仅次于长白山,前人测得的K-Ar年龄主要集中在2~3Ma,但其精确的喷发年代一直没有很好的限定。这是因为第四纪以来的火山岩40 Ar/39 Ar定年与较老的地质样品有显著的不同,测试过程中极其微小的偏差会呈指数方式放大,带来测年结果的极大误差,难以严格限定火山喷发的年代。本文选用的激光40 Ar/39 Ar年代学方法具有样品用量小、精度高、自动化测试稳定等优点。通过增加测试次数,在数据处理中引入高斯混合模型进行统计分析,可以更准确地判别火山喷发期次。在此基础上,提出符合等时线计算要求的同位素体系“同源、同时、封闭”的数学表达是表观年龄的正态分布,对构成同一正态分布的数据计算等时线年龄,能够实现对望天鹅火山喷发时代的精细限定。结果显示,在测试精度尺度内,望天鹅火山可以看作是一期喷发的结果,喷发时限为2.73±0.18Ma。这一时限可以帮助解释北太平洋深海钻探中同一时期火山凝灰质沉积层的出现,并由此可以把2.73Ma前后的北半球大冰期事件与望天鹅火山喷发联系起来,为研究火山喷发与气候变冷效应提供一个新的实证案例。

关键词： 40 Ar/39 Ar定年等时线年龄高斯混合模型望天鹅火山

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Age.t-base. mode.ing of COVID-19 outbre.ks for Ne. York state.and UK:Parame.e. ide.tification algorithm

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Infe.tious Dise.se.Mode.ling 2022年第1期7卷 30-44页

作者： olga Krivorotko Mariia Sosnovskaia Ivan Vashche.ko Cliff Ke.r Danie. Le.nic Institute.of Computational Mathe.atics and Mathe.atical Ge.physics Sibe.ian Branch of the.Russian Acade.y of Scie.ce. 6 Prospect Akademika Lavrentieva StreetNovosibirsk630090Russia Novosibirsk State.Unive.sity 2 Pirogova StreetNovosibirsk630090Russia Institute.for Dise.se.Mode.ing Bill&Melinda Gates FoundationSeattleUSA Unive.sity of Le.ds LS29JTUK

This pape. use. Covasim,an age.t-base. mode.(ABM)of COVID-19,to e.aluate.and sce.arios of e.ide.ic spre.d in Ne. York State.USA)and the.*** parame.e.s such as contagiousne.s(virus transmission rate.,initial numbe. of infe.te. pe.ple.and probability of be.ng te.te. de.e.d on the.re.ion's de.ographic and ge.graphical fe.ture.,the.containme.t me.sure. introduce.;the. are.calibrate. to data about COVID-19 spre.d in the.re.ion of *** the.first stage.of our study,e.ide.iological data(numbe.s of pe.ple.te.te.,diagnose.,critical case.,hospitalizations,and de.ths)for e.ch of the.me.tione. re.ions we.e.*** data we.e.characte.ize. in te.ms of se.sonality,stationarity,and de.e.de.cy space.,and we.e.e.trapolate. using machine.le.rning te.hnique. to spe.ify unknown e.ide.iological parame.e.s of the.*** the.se.ond stage.the.Optuna optimize. base. on the.tre. Parze. e.timation me.hod for obje.tive.function minimization was applie. to de.e.mine.the.mode.'s unknown *** mode. was validate. with the.historical data of *** mode.e. re.ults of COVID-19 spre.d in Ne. York State.and the.UK have.de.onstrate. that if the.le.e. of te.ting and containme.t me.sure. is pre.e.ve.,the.numbe. of positive.case. in Ne. York State.re.ain the.same.during March of 2021,while.in the.UK it will re.uce.

关键词： e.ide.iology Age.t-base. mode.ing COVID-19 Inte.ve.tions analysis Coronavirus data analysis Fore.asting sce.arios Re.roduction numbe. Optimization Parame.e. ide.tification

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Ne. Data on the.Litho- and Biostratigraphy of the.J/K Boundary Inte.val of the.Lowe. Re.che. of the.Le.a Rive. (e.ste.n Sibe.ia)

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Ope. Journal of Ge.logy 2019年第10期9卷 554-557页

作者： Igor N. Kose.ko olga S. Urman e.or K. Me.e.kin Boris N. Shurygin Ale.ande. e. Igolnikov State.Ke. Laboratory of Palae.biology and Stratigraphy Nanjing Institute of Geology and Palaeontology CAS Nanjing China Trofimuk Institute.of Pe.role.m Ge.logy and Ge.physics SB RAS Novosibirsk Russia De.artme.t of Ge.logy and Ge.physics Novosibirsk State University Novosibirsk Russia

Ne. data on the.litho- and biostratigraphy of the.Jurassic/Cre.ace.us (J/K) boundary inte.val of the.lowe. re.che. of the.Le.a rive., at the.Cape.Che.urovka and Cape.Chucha, are.pre.e.te.. Volgian-Valanginian inte.val of the.Che.urovka se.tion is re.re.e.te. by Buolkalakh and Kigilyakh formations and corre.ponds to be.s with Buchia fishe.iana, be.s with B. unsche.sis, be.s with B. oke.sis and B. volge.sis, be.s with B. volge.sis, be.s with B. volge.sis and B. tolmatschowi and be.s with B. ke.se.lingi. Volgian-Valanginian inte.val of the.Chucha se.tion is re.re.e.te. by Chonoko, Khairgass and Kigilyakh formations and corre.ponds to be.s with B. unsche.sis, be.s with B. volge.sis and B. oke.sis, be.s with B. volge.sis and B. tolmatschowi and be.s with B. ke.se.lingi.

关键词： Stratigraphy Jurassic Cre.ace.us Sibe.ia Le.a Rive.

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Growth of Micropropagate. Solanum tube.osum *** unde. Artificial Solar Spe.trum and Diffe.e.t Mono-and Polychromatic Le. Lights

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Horticultural Plant Journal 2022年第2期8卷 205-214页

作者： olga V.Grishche.ko e.ge.y P.Subbotin Irina V.Gafitskaya Yulia V.Ve.e.hchagina e.e.a V.Burkovskaya Yulia A.Khrole.ko Vale.ia P.Grigorchuk olga V.Nakone.hnaya Victor P.Bulgakov Yuri N.Kulchin Fe.e.al Scie.tific Ce.te. of the.e.st Asia Te.re.trial Biodive.sity Far Eastern Branch of the Russian Academy of SciencesVladivostok 690022Russia Institute.of Automation and Control Proce.se. Far Eastern Branch of the Russian Academy of SciencesVladivostok 690041Russia

In agriculture.Le. light source. have.incre.singly re.lace. the.standard lumine.ce.t lamps and have.acquire. an important role.in plant *** studie. the.e.fe.t of diffe.e.t light source. such as narrow-band Le.s(bright blue.blue.gre.n,ye.low,de.p re.,and re.)and wide.band Le.s(cold white.white.warm white.full spe.trum,and an artificial solar spe.trum sun box constructe. by us)on de.e.opme.t of potato plantle.s in *** lumine.ce.t lamps we.e.use. as a *** light inte.sity of 49μmol·m^(-2)·s^(-1)was provide. in all light *** showe. that the.long-wave.narrow-band light tre.tme.ts we.e.inapplicable.for potato micropropagation,be.ause.plantle.s we.e.we.k with small le.ve.,inhibite. roots,and significantly e.ongate. *** lights provide. growth of shorte.e. plantle.s with large.le.ve.,we.l-growing roots,and abundant gre.n *** chlorophyll conte.t was lowe. unde. blue.and bright blue.light and was at the.same.le.e. in the.re.aine. *** diffe.e.ce. in the.stomatal apparatus de.e.opme.t we.e.obse.ve. de.e.ding on the.light *** diffe.e.ce. we.e.not always re.le.te. in the.plantle. phe.otype.e.g.,plantle.s unde. blue.and bright blue.lights showe. no diffe.e.ce. in any characte.istics e.ce.t stomatal de.sity and size.of stomatal guard *** found no significant e.fe.t of blue.light portion in the.white.lights and full spe.trum on plantle. *** artificial solar spe.trum sun box was the.most suitable.for potato micropropagation,be.ause.it supporte. the.de.e.opme.t of plantle.s with good fitne.s,uniform inte.node. le.gth,abundant roots and gre.n mass accumulation.

关键词： Solanum tube.osum Le. Artificial solar light Growth Micropropagation

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e.fe.tive.e.s of te.tiary tre.tme.t proce.se. in re.oving diffe.e.t classe. of e.e.ging contaminants from dome.tic waste.ate.

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Frontie.s of e.vironme.tal Scie.ce.& e.gine.ring 2022年第11期16卷 261-272页

作者： olga S.Arvaniti Marile.a e.Dase.aki Ale.andros G.Asimakopoulos Niki C.Maragou Vasilios G.Samaras Korina Antoniou Ge.rgia Gatidou Danie. Mamais Constantinos Noutsopoulos Zacharias Frontistis Nikolaos S.Thomaidis Athanasios S.Stasinakis De.artme.t of e.vironme.t University of the AegeanMytilene 81100Greece De.artme.t of Che.ical e.gine.ring University of PatrasPatras 26504Greece De.artme.t of Agricultural De.e.opme.t Agrofood and Management of Natural ResourcesNational and Kapodistrian University of AthensPsachna 34400Greece De.artme.t of Che.istry National and Kapodistrian University of AthensAthens 15771Greece De.artme.t of Che.istry Norwegian University of Science and TechnologyTrondheim NO-7491Norway Core.Labs King Abdullah University of Science and TechnologyThuwal 23955-6900Saudi Arabia Sanitary e.gine.ring Laboratory Department of Water Resources and Environmental EngineeringSchool of Civil EngineeringNational Technical University of AthensAthens 15780Greece De.artme.t of Che.ical e.gine.ring University of Western MacedoniaKozani 50132Greece

In this work,38 diffe.e.t organic e.e.ging contaminants(e.s),be.onging to various che.ical classe. such as pharmace.ticals(PhCs),e.docrine.disrupting che.icals(e.Cs),be.zotriazole.(BTRs),be.zothiazole.(BTHs),and pe.fluorinate. compounds(PFCs),we.e.initially ide.tifie. and quantifie. in the.biologically tre.te. waste.ate. colle.te. from Athe.s’(Gre.ce.Se.age.Tre.tme.t Plant(STP).Proce.se. alre.dy use. in e.isting STPs such as microfiltration(MF),nanofiltration(NF),ultrafiltration(UF),UV radiation,and powde.e. activate. carbon(PAC)we.e.asse.se. for e.s’re.oval,unde. the.conditions that re.re.e.t the.r actual application for disinfe.tion or advance. waste.ate. *** re.ults indicate. that MF re.ove. only one.out of the.38 e.s and he.ce.it was se.e.te. as pre.re.tme.t ste. for the.othe. *** radiation in the.studie. conditions showe. low to mode.ate.re.oval for 5 out of the.38 *** showe. be.te. re.ults than UF due.to the.smalle. pore.size. of the.filtration ***,this e.hance.e.t was obse.ve. mainly for 8 compounds originating from the.classe. of PhCs and PFCs,while.the.re.oval of e.Cs was not statistically *** the.various studie. te.hnologie.,PAC stands out due.to its capability to sufficie.tly re.ove.most *** particular,re.oval rate. highe. than 70%we.e.obse.ve. for 9 compounds,22 we.e.partially re.ove.,while.7 de.onstrate. low re.oval *** on our scre.ning e.pe.ime.ts,future.re.e.rch should focus on scaling-up PAC in actual conditions,combining PAC with othe. proce.se.,and conduct a comple.e.e.onomic and e.vironme.tal asse.sme.t of the.tre.tme.t.

关键词： Micropollutants Waste.ate. PAC Me.brane. UV Te.tiary tre.tme.t

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