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A hybrid machine.le.rning mode. for s.lar irradiance.fore.as.ing

CLe.N e.e.GY 2024年第1期8卷 100-110页

作者： Almarzooqi, Ame.ra M. Maalouf, Mahe. e.-Fouly, Tare. H. M. Katzourakis. Vas.le.os.e. e. moursi, mohame. s. Chrys.kopoulos. Cons.antinos. V Khalifa Univ Dept Ind & Syst Engn POB 127788 Abu Dhabi U Arab Emirates Khalifa Univ Abu Dhabi Elect Engn & Comp Sci Dept Abu Dhabi U Arab Emirates Khalifa Univ Dept Civil Infrastruct & Environm Engn POB 127788 Abu Dhabi U Arab Emirates Te.h Univ Cre.e Sch Chem & Environm Engn Khania 73100 Greece

Nowcas.ing and fore.as.ing s.lar irradiance.are.vital for the.optimal pre.iction of grid-conne.te. s.lar photovoltaic (PV) powe. plants. The.e.plants.face.ope.ational challe.ge. and s.he.uling dis.atch difficultie. due.to the.fluctuating nature.of the.r powe. output. As.the.ge.e.ation capacity within the.e.e.tric grid incre.s.0}, accurate.y pre.icting this.output be.ome. incre.s.ngly e.s.0}tial, e.pe.ially give. the.random and non-line.r characte.is.ics.of s.lar irradiance.unde. variable.we.the. conditions. This.s.udy pre.e.ts.a nove. pre.iction me.hod for s.lar irradiance. which is.dire.tly in corre.ation with PV powe. output, targe.ing both s.ort-te.m and me.ium-te.m fore.as. horizons. Our propos.0} hybrid frame.ork e.ploys.a fas. trainable.s.atis.ical le.rning te.hnique.bas.0} on the.truncate.-re.ularize. ke.ne. ridge.re.re.s.on mode.. The.propos.0} me.hod e.ce.s.in fore.as.ing s.lar irradiance. e.pe.ially during highly inte.mitte.t we.the. pe.iods. A ke. s.re.gth of our mode. is.the.incorporation of multiple.his.orical we.the. parame.e.s.as.inputs.to ge.e.ate.accurate.pre.ictions.of future.s.lar irradiance.value. in its.s.alable.frame.ork. We.e.aluate. the.pe.formance.of our mode. us.ng data s.0}s.from both cloudy and s.nny days.in s.0}ttle.and Me.ford, Us. and compare. it agains. thre. fore.as.ing mode.s. pe.s.s.e.ce. modifie. 24-hour pe.s.s.e.ce.and le.s. s.uare.. Bas.0} on thre. wide.y acce.te. s.atis.ical pe.formance.me.rics.(root me.n s.uare. e.ror, me.n abs.lute.e.ror and coe.ficie.t of de.e.mination), our hybrid mode. de.ons.rate. s.pe.ior pre.ictive.accuracy in varying we.the. conditions.and fore.as. horizons. A nove. pre.iction me.hod for s.lar irradiance. targe.ing both s.ort-te.m and me.ium-te.m fore.as. horizons. is.propos.0} to improve.PV powe. production. The.hybrid frame.ork e.ploys.a fas. trainable.s.atis.ical le.rning te.hnique.bas.0} on the.truncate.-re.ularize. ke.ne. ridge.re.re.s.on mode.. Graphical Abs.ract

关键词： s.lar powe. ge.e.ation ke.ne. ridge.re.re.s.on hybrid mode. fore.as.ing BATTe.Y e.e.GY-s.ORAGe POWe. PV RADIATION PRe.ICTION Ce.Ls

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Fue. ce.l s.ack de.ign and mode.ling with a double.s.age.boos. conve.te. couple. to a s.ngle.phas.0}inve.te.

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CLe.N e.e.GY 2024年第1期8卷 188-196页

作者： e.nagi, Bas.0} e. Is.aie., Ahme. M. Mans.ur, Hany s. e. Abd-Alwahab, M. N. s.e. Canal Univ Fac Engn Elect Engn Dept Ismailia 41522 Egypt

A compre.e.s.ve.proton-e.change.me.brane.fue. ce.l s.ack mode. was.de.e.ope. and inte.rate. with a two-s.age.DC/DC boos. conve.te.. It was.dire.tly couple. to a s.ngle.phas.0}(two le.e.s.four puls.0}) inve.te. without a trans.orme.. The.puls.0}width modulation s.gnal was.us.0} to inde.e.de.tly re.ulate.e.e.y conve.te. phas.0} The.conve.te. was.mode.le. us.ng a MATLAB (R)/s.mulink (R) e.vironme.t and an appropriate.voltage.control me.hod. The.analys.s.fe.ture. of the.s.gge.te. circuit we.e.cre.te. and, through e.tablis.e. e.pe.ime.ts. the.s.mulation re.ults.we.e.ve.ifie.. A s.ngle.phas.0}(two le.e.s.four puls.0}) inve.te. control circuit was.te.te. and it produce. a pure.s.nus.idal wave.orm with voltage.control. It matche. the.voltage.of the.ne.work in te.ms.of amplitude.and fre.ue.cy. A s.nus.idal puls.0}width modulation approach was.pe.forme. us.ng a s.ngle.phas.0}(two le.e.s.four puls.0}) puls.0}width modulation inve.te.. The.re.ults.de.ons.rate. an e.hance.e.t in the.s.andard of the.output wave.and tune. the.de.d time.with a re.uction of 63 mu s.compare. with 180 mu s.in conve.tional te.hnique.. A compre.e.s.ve.mode. of a proton-e.change.me.brane.fue. ce.l s.ack is.inte.rate. with a s.ngle.phas.0}(two le.e.s.four puls.0}) inve.te. without a trans.orme.. Puls.0}width modulation is.us.0} to inde.e.de.tly re.ulate.e.e.y conve.te. phas.0} As.a re.ult, the.de.d time.is.re.uce. compare. to conve.tional te.hnique.. Graphical Abs.ract

关键词： Pe. fue. ce.l puls.0}width modulation s.ngle.phas.0}inve.te. and double.s.age.DC/DC boos. conve.te. Pe.FORMANCe s.s.e.

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s.he.ical Functions.on Fuzzy Lie.Group

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Advance. in Pure.Mathe.atics 2024年第4期14卷 185-195页

作者： Murphy e. e.we.s.mue. s. s.ngode.e De.artme.t of Mathe.atics University of Ibadan Ibadan Nigeria

Le. G be.a locally compact Lie.group and its.Lie.alge.ra. We.cons.de. a fuzzy analogue.of G, de.ote. by calle. a fuzzy Lie.group. s.he.ical functions.on are.cons.ructe. and a ve.s.on of the.e.is.e.ce.re.ult of the.He.... 详细信息

关键词： Fuzzy s.he.ical Function Fuzzy Lie.Group Fuzzy Manifolds

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Nonline.r wave.dis.e.s.on in monoatomic chains.with lumpe. and dis.ribute. mas.e.:dis.re.e.and continuum mode.s

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Applie. Mathe.atics.and Me.hanics.e.glis. e.ition) 2024年第4期45卷 633-648页

作者： e.GHAVANLOO s.e.-BORGI s.hool of Me.hanical e.gine.ring Shiraz UniversityShiraz 71963-16548Iran Me.hanical e.gine.ring Program Texas A&M University at QatarDoha 23874Qatar

The.main obje.tive.of this.pape. is.to inve.tigate.the.influe.ce.of ine.tia of nonline.r s.rings.on the.dis.e.s.on be.avior of dis.re.e.monoatomic chains.with lumpe. and dis.ribute. *** de.e.ope. mode. can re.re.e.t the.wave.propagation proble. in a non-homoge.e.us.mate.ial cons.s.ing of he.vy inclus.ons.e.be.de. in a *** inclus.ons.are.ide.lize. by lumpe. mas.e.,and the.matrix be.we.n adjace.t inclus.ons.is.mode.e. by a nonline.r s.ring with dis.ribute. ***,the.mode. is.capable.of de.icting the.wave.propagation in bi-mate.ial bars.whe.e.n the.firs. mate.ial is.re.re.e.te. by a rigid particle.and the.s.0}ond one.is.re.re.e.te. by a nonline.r s.ring with dis.ribute. *** dis.re.e.mode. of the.nonline.r monoatomic chain with lumpe. and dis.ribute. mas.e. is.firs. cons.de.e.,and a clos.0}-form e.pre.s.on of the.dis.e.s.on re.ation is.obtaine. by the.s.0}ond-orde. Linds.e.t-Poincare.me.hod(LPM).Ne.t,a continuum mode. for the.nonline.r monoatomic chain is.de.ive. dire.tly from its.dis.re.e.lattice.mode. by a s.itable.continualization *** s.bs.0}ue.t us.0}of the.s.0}ond-orde. me.hod of multiple.s.ale.(MMs.facilitate. the.de.ivation of the.corre.ponding nonline.r dis.e.s.on re.ation in a clos.0} *** nove.tie. of the.pre.e.t s.udy cons.s. of(i)cons.de.ing the.ine.tia of nonline.r s.rings.on the.dis.e.s.on be.avior of the.dis.re.e.mas.-s.ring chains.(ii)de.e.oping the.s.0}ond-orde. LPM for the.wave.propagation in the.dis.re.e.chains.and(iii)de.iving a continuum mode. for the.nonline.r monoatomic chains.with lumpe. and dis.ribute. ***,a parame.ric s.udy is.conducte. to e.amine.the.e.fe.ts.of the.de.ign parame.e.s.and the.dis.ribute. s.ring mas. on the.nonline.r dis.e.s.on re.ations.and phas.0}ve.ocitie. obtaine. from both the.dis.re.e.and continuum *** parame.e.s.include.the.ratio of the.s.ring mas. to the.lumpe. mas.,the.nonline.r s.iffne.s.coe.ficie.t of the.s.ring,and the.wave.amplitude.

关键词： nonline.r mas.-s.ring chain dis.re.e.mode. continuum mode. Linds.e.tPoincare.me.hod(LPM) me.hod of multiple.s.ale.(MMs. dis.e.s.on phas.0}ve.ocity

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Optimize. CUDA Imple.e.tation to Improve.the.Pe.formance.of Bundle.Adjus.me.t Algorithm on GPUs

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Journal of s.ftware.e.gine.ring and Applications 2024年第4期17卷 172-201页

作者： Pranay R. Komme.a s.re.h s. Muknahallipatna John e. McInroy De.artme.t of e.e.trical e.gine.ring and Compute. s.ie.ce University of Wyoming Laramie Wyoming USA

The.3D re.ons.ruction pipe.ine.us.0} the.Bundle.Adjus.me.t algorithm to re.ine.the.came.a and point parame.e.s. The.Bundle.Adjus.me.t algorithm is.a compute.inte.s.ve.algorithm, and many re.e.rche.s.have.improve. its.pe.formance.by imple.e.ting the.algorithm on GPUs. In the.pre.ious.re.e.rch work, “Improving Accuracy and Computational Burde. of Bundle.Adjus.me.t Algorithm us.ng GPUs.” the.authors.de.ons.rate. firs. the.Bundle.Adjus.me.t algorithmic pe.formance.improve.e.t by re.ucing the.me.n s.uare.e.ror us.ng an additional radial dis.orting parame.e. and e.plicitly compute. analytical de.ivative. and re.ucing the.computational burde. of the.Bundle.Adjus.me.t algorithm us.ng GPUs. The.naïve.imple.e.tation of the.CUDA code. a s.e.dup of 10× for the.large.t datas.0} of 13,678 came.as. 4,455,747 points. and 28,975,571 proje.tions.was.achie.e.. In this.pape., we.pre.e.t the.optimization of the.Bundle.Adjus.me.t algorithm CUDA code.on GPUs.to achie.e.highe. s.e.dup. We.propos.0}a ne. data me.ory layout for the.parame.e.s.in the.Bundle.Adjus.me.t algorithm, re.ulting in contiguous.me.ory acce.s. We.de.ons.rate.that it improve. the.me.ory throughput on the.GPUs. the.e.y improving the.ove.all pe.formance. We.als. de.ons.rate.an incre.s.0}in the.computational throughput of the.algorithm by optimizing the.CUDA ke.ne.s.to utilize.the.GPU re.ource. e.fe.tive.y. A comparative.pe.formance.s.udy of e.plicitly computing an algorithm parame.e. ve.s.s.us.ng the.Jacobians.ins.e.d is.pre.e.te.. In the.pre.ious.work, the.Bundle.Adjus.me.t algorithm faile. to conve.ge.for ce.tain datas.0}s.due.to s.0}e.al block matrice. of the.came.as.in the.augme.te. normal e.uation, re.ulting in rank-de.icie.t matrice.. In this.work, we.ide.tify the.came.as.that caus.0}rank-de.icie.t matrice. and pre.roce.s.the.datas.0}s.to e.s.re.the.conve.ge.ce.of the.BA algorithm. Our optimize. CUDA imple.e.tation achie.e. conve.ge.ce.of the.Bundle.Adjus.me.t algorithm in around 22 s.0}onds.for the.large.t datas.0} compare.

关键词： s.e.e.Re.ons.ruction Bundle.Adjus.me.t Le.e.be.g-Marquardt Non-Line.r Le.s. s.uare. Me.ory Throughput Computational Throughput Contiguous.Me.ory Acce.s CUDA Optimization

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Machine.Le.rning and De.p Le.rning for s.art Urban Trans.ortation s.s.e.s.with GPs. GIs. and Advance. Analytics. A Compre.e.s.ve.Analys.s

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Journal of Harbin Ins.itute.of Te.hnology(Ne. s.0}ie.) 2024年

作者： e. Kalaivanan s.Brindha De.artme.t of Compute. s.ie.ce.and Applications. s..Pe.e.s.Ins.itute.of Highe. e.ucation And Re.e.rch

As.urbanization continue. to acce.e.ate. the.challe.ge. as.ociate. with managing trans.ortation in me.ropolitan are.s.be.ome.incre.s.ngly comple.. The.s.rge.in population de.s.ty contribute. to traffic conge.tion， impacting trave. e.pe.ie.ce. and pos.ng s.fe.y ris.s. s.art urban trans.ortation manage.e.t e.e.ge. as.a s.rate.ic s.lution， conce.tualize. he.e.as.a multidime.s.onal big data proble.. The.s.cce.s.of this.s.rate.y hinge. on the.e.fe.tive.colle.tion of information from dive.s.0} e.te.s.ve. and he.e.oge.e.us.data s.urce.， ne.e.s.tating the.imple.e.tation of full-s.ack Information and Communication Te.hnology (ICT) s.lutions. The.main ide. of the.work is.to inve.tigate.the.curre.t te.hnologie. of ITs.and e.hance.the.s.fe.y of urban trans.ortation s.s.e.s. Machine.le.rning mode.s. traine. on his.orical data， can pre.ict traffic conge.tion， allowing for the.imple.e.tation of pre.e.tive.me.s.re.. De.p le.rning archite.ture.， with the.r ability to handle.comple. data re.re.e.tations. furthe. re.ine.traffic pre.ictions. contributing to more.accurate.and dynamic trans.ortation manage.e.t. The.background of this.re.e.rch unde.s.ore. the.challe.ge. pos.0} by traffic conge.tion in me.ropolitan are.s.and e.phas.ze. the.ne.d for advance. te.hnological s.lutions. By inte.rating GPs.and GIs.te.hnologie. with machine.le.rning algorithms. this.work aims.to pay atte.tion to the.de.e.opme.t of inte.lige.t trans.ortation s.s.e.s.that not only addre.s.curre.t challe.ge. but als. pave.the.way for future.advance.e.ts.in urban trans.ortation manage.e.t.

关键词：

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e.aluation of the.s.0}s.ic be.avior of re.nforce. concre.e.s.ructure. with flat s.ab-column gravity frame.and s.e.r walls.through nonline.r analys.s.me.hods

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e.rthquake.e.gine.ring and e.gine.ring Vibration 2024年第3期23卷 713-726页

作者： M.A.Najafgholipour s.He.darian Radbakhs. e.e.fani De.artme.t of Civil and e.vironme.tal e.gine.ring Shiraz University of TechnologyShiraz ***Iran De.artme.t of Building Civiland Environmental EngineeringConcordia UniversityMontréal H3G 1M8Canada

This.pape. pre.e.ts.an inve.tigation of the.s.0}s.ic be.avior of re.nforce. concre.e.RC)s.ructure. in which s.e.r walls.are.the.main late.al load-re.is.ing e.e.e.ts.and the.participation of flat s.ab floor s.s.e.s.is.not cons.de.e. in the.s.0}s.ic de.ign *** this.re.ard,the.be.avior of s.x prototype.s.ructure.(with diffe.e.t he.ghts.and plan layouts.is.inve.tigate. through nonline.r s.atic and time.his.ory analys.0},imple.e.te. in the.Ope.s.0}s.*** re.ults.of the.analys.0} are.pre.e.te. in te.ms.of the.be.avior of the.s.ab-column conne.tions.and the.r mode.of failure.at diffe.e.t loading ***,the.global re.pons.0}of the.buildings.is.dis.us.e. in te.ms.of s.me.parame.e.s.s.ch as.late.al ove.s.re.gth due.to the.gravity flat s.ab-column *** to the.nonline.r s.atic analys.0},in s.ructure. in which the.s.ab-column conne.tions.we.e.de.igne. only for gravity loads.the.s.ab-column conne.tions.e.hibite. a punching mode.of failure.e.e. in the.e.rly s.age. of ***,the.punching failure.was.e.iminate. in s.ructure. in which a minimum trans.e.s.0}re.nforce.e.t re.omme.de. in ACI 318(2019)was.provide. in the.s.abs.at joint ***,de.pite.ne.le.ting the.contribution of gravity flat s.ab-column frame. in the.late.al load re.is.ance.of the.s.ructure.,a re.ative.y s.gnificant ove.s.re.gth was.impos.0} on the.s.ructure. by the.gravity frame..

关键词： RC flat s.ab-column frame. s.0}s.ic be.avior nonline.r analys.s time.his.ory analys.s

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e.is.ion colour tuning in KLnF_(4):Yb^(3+),e.^(3+)/Ho^(3+)phos.hor

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Journal of Rare.e.rths 2024年第1期42卷 57-65,I0002页

作者： Janani K Gayathri e.Vijayatha V Ramas.bramanian s.Thiyagarajan P De.artme.t of s.ie.ce.and Humanitie. Nehru Institute of TechnologyKaliapuramThirumalayampalayamCoimbatoreIndia De.artme.t of s.ie.ce. Amrita School of Physical SciencesAmrita Vishwa VidyapeethamCoimbatoreIndia De.artme.t of Phys.cs Anna UniversityChennaiIndia

KLnF_(4):Yb^(3+),e.^(3+)/Ho^(3+)(Ln=Y,Yb,Gd)phos.hors.we.e.pre.are. by s.lid-s.ate.re.ction *** e.ch of the.Yb^(3+)/e.^(3+)and Yb^(3+)/Ho^(3+)co-dope. phos.hors.inde.e.de.tly,phas.0}confirmation and morphological e.amination we.e.accomplis.e. us.ng the.X-ray diffraction te.hnique.and s.anning e.e.tron micros.ope.analys.s.X-ray photoe.e.tron s.e.tros.opy analys.s.s.ows.the.charge.s.ate.and e.is.e.ce.of lanthanide. and *** lumine.ce.ce.e.is.ions.of gre.n and re. colour we.e.de.e.te. for the.s.nthe.ize. *** change. in the.upconve.te. e.is.ion inte.s.tie. and colour output pe.taining to the.change.of the.lanthanide.hos. matrix along with dopants.we.e.inve.tigate. for the.pre.are. *** the.upconve.s.on lumine.ce.ce.e.bium-dope. s.mple. e.hibit a pre.ominance.of re. e.is.ion while.holmium-dope. s.mple. dis.lay a pre.ale.ce.of gre.n *** rare.e.rth e./Ho dope. KYbF4s.ows.s.rong re. e.is.ion compare. to othe. ***_(4):Yb,e./Ho e.hibits.re.ative.y s.gnificant gre.n upconve.rs.on e.is.ions.while.Yb,e.-dope. KGdF_(4)hos. dis.lays.a 10-fold incre.s.0}in gre.n/re. e.is.ion ratio with an incre.s.0}in the.input powe. of 20-780 *** photolumine.ce.ce.s.udie. and de.ay curve.analys.s.we.e.carrie. out us.ng UV light e.citation for the.de.e.ope. phos.hors.A highe. life.ime.of 2.2 ms.was.me.s.re. for the.downs.ifting re. e.is.ion in the.Ho dope. KYbF_(4)*** s.udy s.gge.ts.a pote.tial for colour tunability in the.upconve.s.on and downs.ifting e.is.ions.through hos. modifications.to the.fluoride.phos.hor.

关键词： Rare.e.rths e.e.gy trans.e. upconve.s.on Downs.ifting Colour coordinate.

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Adipos.0}de.ive. re.e.e.ative.the.apie. for the.tre.tme.t of kne. os.e.arthritis

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World Journal of s.e. Ce.ls 2024年第4期16卷 324-333页

作者： Ilias.e.e.anome.itakis.Was.m s.Khan Divis.on of Trauma and Orthopae.ic s.rge.y Addenbrooke’s HospitalCambridge University Hospitals NHS Foundation TrustCambridge CB20QQUnited Kingdom Divis.on of Trauma and Orthopae.ic s.rge.y Department of SurgeryUniversity of CambridgeCambridge CB20QQUnited Kingdom

Kne. os.e.arthritis.is.a de.e.e.ative.condition with a s.gnificant dis.0}s.0}burde. and no dis.0}s.0}modifying *** tre.tme.t ultimate.y re.uire. joint *** capable.of re.e.e.ating cartilage.could s.gnificantly re.uce.financial and clinical *** re.e.e.ative.pote.tial of me.e.chymal s.romal ce.ls.Ms.s.has.be.n e.te.s.ve.y s.udie. in the.conte.t of kne. *** has.yie.de. promis.ng re.ults.in human s.udie.,and is.like.y a product of immunomodulatory and chondroprote.tive.biomole.ule. produce. by Ms.s.in re.pons.0}to ***-de.ive. Ms.s.As.s.are.be.oming incre.s.ngly popular owing to the.r re.ative.e.s.0}of is.lation and high prolife.ative.*** vas.ular fraction(s.F)and micro-fragme.te. adipos.0}tis.ue.MFAT)are.produce. by the.e.zymatic and me.hanical dis.uption of adipos.0}tis.ue.*** avoids.e.pans.on of is.late. As.s.e. vivo and the.r compos.tion of he.e.oge.e.us.ce.l populations.including immune.ce.ls.may pote.tiate.the.re.arative.function of *** this.e.itorial,we.comme.t on a multice.te. randomize. trial re.arding the.e.ficacy of MFAT in tre.ting kne. *** dis.us. the.s.udy’s.findings.in the.conte.t of e.e.ging e.ide.ce.re.arding adipos.0}de.ive. re.e.e.ative.*** unde.lying me.hanis. of action of As.s.is.propos.0} while.drawing important dis.inctions.be.we.n the.prope.tie. of is.late. As.s.s.F,and MFAT.

关键词： Kne. os.e.arthritis Me.e.chymal s.romal ce.ls Adipos.0}tis.ue s.romal vas.ular fraction Micro-fragme.te. adipos.0}tis.ue Re.e.e.ation

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e.aluation of a Wire.e.s.s.lar Powe.e. Pe.s.nal We.the. s.ation

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Agricultural s.ie.ce. 2024年第1期15卷 36-53页

作者： Robe.t J. Las.ano Timothy s. Goe.e. De.nis.C. Gitz III John e. s.out Cropping s.s.e.s.Re.e.rch Laboratory Wind Erosion and Water Conservation Research Unit USDA-ARS Lubbock TX USA

We.are.e.aluating dryland cotton production in Martin County, Te.as. me.s.ring cotton lint yie.d pe. unit of rainfall. Our goal is.to colle.t rainfall data pe. 250 - 400 ha. Upon s.0}e.tion of a rainfall gauge. we.re.lize. that the.cos. of us.ng, for e.ample. a tipping bucke.-type.rain gauge.would be.too e.pe.s.ve.and thus.s.0}rche. for an alte.native.me.hod. We.s.0}e.te. an all-in-one.comme.cially available.we.the. s.ation;he.e.fte., re.e.re. to as.a Pe.s.nal We.the. s.ation (PWs. that is.both wire.e.s.and s.lar powe.e.. Our obje.tive.was.to e.aluate.ave.age.me.s.re.e.ts.of rainfall obtaine. with the.PWs.and to compare.the.e.to me.s.re.e.ts.obtaine. with an automatic we.the. s.ation (AWs.. For this.purpos.0} we.ins.alle. four PWs.de.loye. within 20 m of the.Plant s.re.s.and Wate. Cons.0}vation Me.e.rological Towe. that was.us.0} as.our AWs. locate. at Us.A-ARs.Cropping s.s.e.s.Re.e.rch Laboratory, Lubbock, TX. In addition, we.me.s.re. and compare. hourly ave.age.value. of s.ort-wave.irradiance.(Rs.b>gs.b>), air te.pe.ature.(Ts.b>airs.b>) and re.ative.humidity (RH), and wind s.e.d (Ws., and calculate. value. of de.point te.pe.ature.(Ts.b>de.s.b>). This.comparis.n was.done.ove. a 242-day pe.iod (1 Octobe. 2022-31 May 2023) and re.ults.indicate. that the.e.was.no s.atis.ical diffe.e.ce.in me.s.re.e.ts.of rainfall be.we.n the.PWs.and AWs. Hourly ave.age.value. of Rs.b>gs.b> me.s.re. with the.PWs.and AWs.agre.d on cle.r days. but PWs.me.s.re.e.ts.we.e.highe. on cloudy days. The.e.was.no s.atis.ical diffe.e.ce.be.we.n PWs.and AWs.hourly ave.age.me.s.re.e.ts.of Ts.b>airs.b>, RH, and calculate. Ts.b>de.s.b>. Hourly ave.age.me.s.re.e.ts.of Rs.b>gs.b> and Ws.we.e.more.variable. We.conclude. that the.PWs.we.s.0}e.te. will provide.ade.uate.value. of rainfall and othe. we.the. variable. to me.t our goal of e.aluating dryland cotton lint yie.d pe. unit rainfall.

关键词： Automation s.0}s.rs Citize. We.the. s.ation Me.one. Rainfall We.the. Variable.

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