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Earth Planet Sc Lett., 2002, 202( 1) :133-145.[13]4T\瞫  _宔 ~俉Sq\I{鶺嶯\鈒豐bc剉 Nwm^褟10t^SO2al觛cpe剉豐S[J]痵僗褃f[ 2009 30( 8) :2193-2198.[14]醼 fNS Ng齎NS R沵I{鶺嶯Matlab 6.x剉鹼邁R恎N緥  \鈒R恎墘[墘[5uP[褃f[€b/g'Yf[鶴Hr>y 2004[15]恄le N齎塠 湗O濱{S琋0W:SPM2.5剉bRyr乢蔛eg恘R恎[J]. 擽(ula宖[ 2007 18(5) :645- 654[16]hgY玪 :岾Q宔 l?l甆I{S琋PM2.5Sm豐Syr乢蔛vQNPM10 TSP剉sQ鹼[J]. -N齎痵僗褃f[ 2002 22(6) :506- 510Analysis of the variation characteristics for Beijing PM2.5 and PM10Zhou Xiuling,Wang qiang, Liu ChengshuiDepartment of Technology and Industry Development, Beijing City University, Beijing 100083, China (1capital city environment construction in Beijing city university research base Beijing 100083;2capital city in Beijing city university and the research of environmental construction Beijing 100083;3of the city of Beijing city law enforcement institute Beijing 100083)Abstract: This paper analyzed the variation law and mutation characteristics of PM2.5 and PM10 in Beijing city by Daubechies wavelet transform method, and a simple comparison is made between them. The wavelet transform method is feasible and effective for studying the variation law of the air pollution index time series, and results in this paper can provide decision support for Beijing's atmospheric environmental governance.Keywords: wavelet analysis, PM2.5 and PM10, variation law, point mutations#嶜N憦:輴鸤_6e?z錯g2016t^05g06錯\O€€{薔hT纘瞫1972-  sYIl  匭檮銼鬩f_謒\^篘 oRYe坈 ZS隭 S琋蜽^f[b枛欭愇W^痵僗鷁緥xvz鶺0WxvzXT xvz筫T:N蜽^酧o`0媠:_1973-  7uIl  砽S軴歔^篘 矉^ ZS隭 S琋蜽^f[b枛欭愇W^痵僗鷁緥xvz鶺0WxvzXT xvz筫T:N蜽^t0Rb4l1964-  7uIl  q\N騠柡N Ye坈 ZS隭 S琋蜽^f[b?h暕Rt 褃€bNN裇U\钀;N鸑 枡龕蜽^痵僗鷁緥xvz鶺0WgbL圎N鸑 xvz筫T:N蜽^t0鶺褢y橆v枡龕蜽^痵僗鷁緥xvz鶺0W  S琋^蜽aN觺T钀痵僗顣槝鼅T籰txvz  y橆vD崺R y橆v鱏16JDGLB0080 PAGE \* MERGEFORMAT 1.R8RLRTR朢濺窻翿萊蠷豏SSS S SSSSSSSS"S$S&S*S2S4S6S8SBSJSRS`SbShSjSlSnSrS|S凷孲楽歋淪濻維耂腟阌鸥莹优赣氥鴷憰憰憰憰憡剨 hCaJhCaJo(hC hCo(hY$hCh8 '@aJh8 'hCCJH*OJQJo(hCCJH*OJQJo(h扖hCCJH*OJQJh扖hCCJH*OJQJo(hY$hC@aJo(hC@aJo(hC@aJ3糞維腟% $Ifgd桾kd賚$$IfT譃? 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FMicrosoft Equation 3.0 DS Equation Equation.3?瞦CompObj fObjInfoOlePres000"Equation Native !5u6  .   &?? & MathTypeP€Times New Roman yHw@wmf-2 `P)y2 `N(y€Times New Roman yHw@wmf-2 `ty€Symbolw_ 綡? yHw@wmf-2 `?yy & "System刴f 8-pT 勅?僼?? FMicrosoft Equation 3.0 DS Equation Equation.3?瞦m w .  @&_1234567892F蠯寵2:蠯寵2:Ole "CompObj#fObjInfo%OlePres000&Equation Native ;_1535716555F蠯寵2:蠯寵2:Ole >?? & MathType- 1  €Symbolw *H=/yHw@w!f-2  鱵2  鴜2  鰕2 k 鐈2 k 鑩2 k 鎦2  -y2 €r=y Symbolw? 衕=/yHw@w!f-2 '-y€Times New RomanyHw@w!f-2 & ay2 ? ty2 €ay2 €ty Times New RomanyHw@w!f-2 ?ay€Symbolw ,H=/yHw@w!f-2  ty2 €! yy2 €?yy Symbolw? 襤=/yHw@w!f-2 ty Times New RomanyHw@w!f-2 n2y2 /y2 1y2 ,y€Times New RomanyHw@w!f-2 €|y2 €8|y2 €)y2 €(y & "System!f 8-p聟T 勅 僡?勀 ?僼?咠倈僡倈 "??? 勅僼"勀僡??? FMicrosoft 公式 3.0 中文版 DSCompObj?iObjInfoAOlePres000BEquation Native MA Equation Equation.3?瞦4r 9 .  @&?? & MathTypeP€Times New Roman yHw@w f-2 `Ry2 `:ay€Symbolwa 粯15 yHw@w f-2 `蝭2 `Z>y€Symbolw? .5 yHw@w f-2 `ty€Times New Roman yHw@w f-2 `:,y2 `€0y & "System箿 f 8-用%腶磢_ 僡咡??勀"僐_1234567894 (F蠯寵2:蠯寵2:Ole OCompObj PfObjInfoR? FMicrosoft Equation 3.0 DS Equation Equation.3?瞦  .  ``&??  & MathTypep€Times New RomanyHw@wa5f-2 €)y2 €(y Times New RomanyHwOlePres000!S*Equation Native `K_1234567895$F蠯寵2:蠯寵2:Ole b@wa5f-2 ,y€Times New RomanyHw@wa5f-2 €ty Times New RomanyHw@wa5f-2 ?ay SymbolwP $yHw@wa5f-2 ty€Symbolw @$yHw@wa5f-2 €?yy & "System鷄5f 8-p?T 勅 僡?勀 ?僼?? FMicrosoft Equation 3.0 DS Equation Equation.3?瞦c:  .  `@&CompObj#&cfObjInfoeOlePres000%'fbEquation Native l)?& & MathType0€Times New Roman yHw@w?f-2 :ay & "System?f 8-pT 僡? FMicrosoft Equation 3.0 DS Equation Equation.3?瞦_1234567896"4*F蠯寵2:蠯寵2:Ole mCompObj),nfObjInfopc:  .  `@&?& & MathType0€SymbolwP5 ;癠" yHw@wP+f-2 ty & "SystemP+f 8-pd 勀OlePres000+-qbEquation Native w)_12345678970F蠯寵2:鄏寵2:Ole x? FMicrosoft Equation 3.0 DS Equation Equation.3?瞦} Q .  @&?? & MathTypeP€Times New Roman yHw@w?f-2 ,)yCompObj/2yfObjInfo{OlePres00013|Equation Native W????????????????????2 (y2 J)y2 H(y Times New Roman yHw@w?f-2 2y€Times New Roman yHw@w?f-2 6Ry2 HLy2 ty2 fy€Symbolw S爣% yHw@w?f-2 蝭 & "System灏1f 8-p聋T 僨?僼?"僉 ? ?僐?? FMicrosoft Equation 3.0 DS Equation Equation.3?瞦R u .  @&_1234567898.@6F鄏寵2:鄏寵2:Ole CompObj58fObjInfoOlePres00079Equation Native _1234567899<F鄏寵2:鄏寵2:Ole ??` & MathType例Symbolw? ?6 yHw@wH&f-2 騳 Symbolw! {p6 yHw@wH&f-2 h+2 ゥ2 /-€Symbolw? ?6 yHw@wH&f-2 =€Times New Roman yHw@wH&f-2 dt2 tt2  tt2 ft2 at2 Wt Times New Roman yHw@wH&f-2 €. at2 €wft€Times New Roman yHw@wH&f-2 )t2 (t2  )t2  (t2 )t2 f,t2 (t Times New Roman yHw@wH&f-2 € ,t Symbolw! ~p6 yHw@wH&f-2 € tt€Symbolw? 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