Luận văn Ứng dụng logic mờ và tri thức chuyên gia vào việc dự đoán một số thông tin hữu ích về các tầng đất

ỨNG DỤNG LOGIC MỜ VÀ TRI THỨC CHUYÊN GIA VÀO VIỆC DỰ ĐOÁN MỘT SỐ THÔNG TIN HỮU ÍCH VỀ CÁC TẦNG ĐẤT DƯƠNG QUÝ PHƯƠNG Trang nhan đề Mục lục Danh mục Chương_1: Phần mở đầu. Chương_2: Một số khái niệm cơ bản về đất. Chương_3: Khảo sát đất và mô hình SOIL-LANDSCAPE. Chương 4: Mô hình SOIL_LANDSCAPE sử dụng FUZZY LOGIC mờ Chương_5: Cấu trúc chương trình. Chương_6: Chương trình thử nghiệm. Chương_7: Kết luận. Phụ lục Tài liệu tham khảo

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Trang13 ChU'O'ng2 : MQtso khai ni~mcO'banv~dat. 2.1. GIGI THIEU D~t(soil)la mQtkhaini~mrQng.D6i v6'ingmJinongdan,d~tla ph~nd~t trend6cayc6icuahQdangduQ'ctr6ngtrQt,hQchiquailni~mdanthu~nd~t6tla d~tchonhi~ucaytrai,d~tx~ulad~tcanhtacchothuho<;\chkern.Con d6iv6'icac nhath6nhuOng,~~tc6cAutrucphuct<;\pv6'icaccacthongs6ly,h6a,vavi sinhv~t D~t,duduQ'chi~utheomQtnghlanaodi m1'athin6luong~nv6'imQtvi tri dialy C\lth~.D~tluong~nli~nv6'icactacdQngcuamoitruOngthiennhien,cua connguoi Bai vi d~tduQ'chinhthanhclingtircactacdQngnay. D~tdai la tai sancuaqu6cgia,vi~cqUailly, phanlo<;\ivadinhhuangsir d\lngd~tlacongvi~cdn thiSt.Sird\lllgdungvahi~uqua, nh~mt<;\oranhi~ucua caiv~tch~tvabaav~moitruOnglam\lctieucuacacnhaho<;\chdinh. Chuangnayxin duQ'ctrinhbaymQts6khaini~mchungnh~tv~d§t vah~ th8ngthongtin dla ly GIS, nh~mlamcO'sa ly thuyStchoph~nchuang3 : GiOi thi~uquytrinhkhaosatd§t. 2.2.HETHONGTHONGTINDIALY - GIS GEOGRAPHICINFORMATION SYSTEMS} H~ th6ngthongtindialy la mQth~th6ngbaag6mcacph~nm~mmaytinh, ph~nclIng,dfrli~u,vanhanh,rcchophepconngmJihinhdung,thaotac,phantich, khaithacvahiSnthicacdfrli~udialy. GIS kSthgpcaclapthongtin v~mQtvungnaod6nh~mgiupchUngtahi~ura hanv~vlingd~td6.Vi~cquyStdinhnhfrnglapthongtinnaothamgiah~th6ngph\l thuQcvitom\lcdichkhaithacthongtin.Cacm\lCdichkhaithacGIS r~tkhacMali. Vi d\lnhu: timmQtvi tri t6ttrongthanhph6d~macirahang,khid6h~th6ngse duaramQts6vi tri th6aman cacyeticAunhu: danKngumqual<;\i,giathuSnha khongcaD, HaycaDcAphanlaphantichsghuyho<;\imoitruOng,hi~nthicac vimgn6ngtQiph<;\mtrongthanhph6. Trang14 Trangh~th6ngthongtindialy GIS. Cohaicachth~hi~nd6itUQ'llg,mQtlaa d.;mgd6itUQ'llg(object),hailaa d~nglien11,lc(field).Hi~nthicacd6itUQ'llga d~ng objectlavi~cth~hi~ncacd6ituQ'llga duaid~ngcacd6itUQ'llghiOOhQc.D6itUQ'llg secoduemgbiengiairarang,cokichthuacvavi tri C\lth~.CacthaOOphAnthuQc d6ituQ'llgdSud6ngOO~tvSthongs6.Th~hi~nnaychithichhqpvai cacd6ituQ'llg OOant~oOOuduemgph6OOacua,biengimhaOOchiOOqu6cgia.... 2.2.1Th~hi~ndU'&id~ngcac d6i tU'Q'ng(Objectview). Hinh 2.1:Objectview Trangcachth~hi~nnaycacd6itUQ'llgduQ'cth~hi~nquacacd6itUQ'llghiOO hQcOOu: di~m,duemg,vung.Cachth~hi~nnaycoUtidi~mla dangiim,dSdang khaithac.Vi la cacd6itUQ'llghiOOhQc,cQngvaim6ilienh~tapavacactoanill diOOvi,nenclingdp khanangkhaithacthongtincaD. Cactoanill diOOvi la OOUngtoanill dUngd~troyv~n,khaithacdit li~u (chiOOxaclacacd6itUQ'llghiOOhQc) cotrangGDB (GraphicDataBase).d hAll h6tcach~GIS thuangphArotrenthi truemgdSuh6 trQ'cactoantu nay.Trang chuangtriOODolGis5.5cuacongty Doisoft,toantu Geo-Touching,Geo-Union, Geo-Overlapping(tencactoantir cokhactrongungdI./ngnhungvJ bimchatla nhzenhau),cactoantunaygiupchoOOathi6tk~tiOOtoanOOanhs6luQ'llgm~tb~ng cAngiilitoakhimarQngmQtconduemg. Trang15 IDnh 2.2:Toanill BuferingvaIntersectionduhgdexacdinhphfindfttgiaiteakhi In6rQngdu<mg(DOLGIS5.5) CaetoaDtirdinhvi baog6m: op={Geo-Union,Geo-Difference,Geo-Disjunction,Geo-Touching,Geo- inclusion,Geo-Crossing,Geo-Pass-Through,Geo-Overlapping,Geo-Equality,Geo-. Distance,at_Nord_of,at_East_of,at_South_of,at_West_of,at_Nord- East_of,at_South-East_of, at- South-West_of,at_Nord-West- of,Above,Below, at_Left_of,at_Right_oj} Saudayla dinhnghiacuatoanill: aCNorth_of: MQt d6i tuqng Oi nb 6 phiaB~ccuad6ituqngOJ ( Ky hi~ula OiftOj) n€u t6nt~iit nhfttmQtdiemPOJ E Oi matQadQy cuanoIanhonto~dQy cuatAteelcae diemPOjE OJ : OiftOj iff::!POiEOi IPOi,y>=POj,y\;;fPOjE OJ IDnh2.3:Toantirat Northof.- - Trang16 6 d~ngthShi~nobjectnay,cacd6itUQ11gseduQ'clUll(yd~ngvectorv6icac t<)adQduQ'cn~nchinhphilhQ'Pv6ih~t<)adQ,(thamkhaoph1,ll1,lcph{m2 trang94). 2.2.2Th~hi~nddi tU'Q'ngdU'oid~nglien tl;lc-Field view '< Hinh 2.4:ThShi~nd6itUQ11gdu6id~nglient1,lC(fieldview). Cacd6ituQ11gt\1'nhienthuemgkhongcobiengi6iphandinhrarang.Cacd6itUQ11g nayr~tphilhQ'Pv6i cachthShi~nlient1,lc. Xetcongthuc: F:R7P Trongdo: - R thuQcR2, R3. - P lamiSnthongs6cuad6ituQ11g. Congthucnaychobi~t~imQtdiSmb~tky trongkhonggian, cacthongs6 vSd6itUQ11glagi? CachthShi~nnayvuQ'trQicachthShi~nobjectvSmucdQchi ti~t.Nhungnocoh~nch~lakhongthSdUngcactoantudinhvi dScothStroyv~n dii'li~uGIS.Thongthuemgvi~cxacdinhanhx~F lavi~cr~tphuct~p. MQtvi d1,ldongifmnh~tcuaeachthShi~nnaylacacanhraster.T~im6ivi trix,ycuaanh,chUngtacoduQ'Ccacthongs6vSmatit~ivi trido. Trang17 (O,Ofj) moh 2.5:Ma tr~ndi~manh. 2.3 eAT vA cAe KHAI NIEM 2.3.1MQt86khaini~m. Bit (Soil): la lapb€ m~tm6ngtrenb€ m~t,cungcApnu6cvadu6ngchAt choS\Is6ngtrentrtiidAt,n6baag6mcactinhchAtly hoavavi sinh.DAtluonluon chilitacdQngb6'icacho~tdQngcuaconnguoi MQtlo~idAtC\lth~duQ'cxacdinh quamQtprofileC\lth~.'DAt'lachilo~idAtC\lth~vaim\lcdlchsird\lllg,comQtcAli trucvatlnhchAthoaly vi sinhC\lth~.DAtduQ'chi~ulaill 'dAt'trongcacill sau: ilat nongnghi?p,ilatphilxa,ilatbun,ilatcat,ilatdobazan... Lo-p<tit(Horizon)La lapv~tchAtd6ngnhAttraidailientl)chaydill quang, nonftmsongsongvaib€ m~traidAt.CaclapdAtkhacnhaucomatis~cvacactinh chAthoa,ly,vi sinhkhacMati. Phiu di~o<tit(SoilProfile): La m~tc~tcuadAttheochi€u thingdUng,ill b€ m~t6ilapdAtg6c.ThuOngphfiudi~ndAtbaag6mnhi€u lapdAt. moh thai <tit(LANDSCAPE ): la cacdi€u ki~n1\InhienmoitruOng,d~c tlnhb€ m~t,d~ctinhdiahinh,vi trl dialy, ... .HinhthaidAtlay~ut6mcdQnglen cAlitrUccuadAt.HinhthaidAtduQ'chi~ulaill 'dAt'trongcacill sau: ilatngqpmijn, i/atvungtrungdu,ilatd6itr9c,ilatvungddmldy. Trang18 '. illnh 2.6:Hinhthaid~t Band8d§t (Sol/Map)lat~mbimd6th&hi~neaelo~id~trongmQtvling khilOsat. n 0 illnh 2.7:C~utrueband6d~t. 2.3.2Lap dAt.(Horizon) La lapv~teh~td6ngnh~tnHdailient\lehaydill quang,non~msongsong v6'ib~m~traid~t.Caelapd~tkhaenhaueomatis~evaeaetinheh~thoa,1;',vi sinhkhaeMali. Caelapd~thuemgeoten laeaeehiieai.Saudayla3lapd~teO'bannhk -Lap d~tA la lapd~tb~m~tgiauhiiueO'hO'll,vathuemgeomatis~mhO'll eaelapd~tphiadu6'i - Lap d~tB la lapd~t(ydu6'ithuemgeoeomatisanghO'llap d~tren,va thuOnglak~tquaeuas\,!b6id~pd~tsetill eaetAngd~tbentren. Soil Map 0 n Soil . 0 n Property Horizon Trang19 -Lap d~tC Ii lapd~tmv,noIi lapd~tcO's6'chovi~chinhthinhcaclapd~t A, B 6'bentren. Sv dOlh6iphilicomQth~th6ngphancApchiti~thancaclapdk Cach~ th6ngdi.itenkhacradbivi caclapd~tcotenghepcacchii'caivaiMati.Cacchii' cainaythuangIi chii'dA~cuathinhphAncAlit~ochinhlenlapd~t,hayIi chii'dAti cuamQthuQctinhdi.icbi~tnio d~y.Nam1967Hi~pHQiKhoaHQcD~tQu6cT~ (ISSS - InternationalSocietyof Soil Sience)phathanhcu6nsach" Proposalfor uniformsystemof soilhorizondesignations"vi Ii cO's6'chocach~th6ngphanlo~i sauniy. 2.3.3Ph~udi~nd~t(Profile) Li mi.itdltcuad~theochi~uth~ngdung,ill b~mi.itai lapd~tg6c. . IDnh2.8:A MarylandSoil (Photo~ Dr.RayWell,UniversityofMaryland) Trang20 f)fit t~imQtdi~mC\lth~duQ'cth~hi~nquaprofile.Khi demphantichcac d~ctinhly h6acuamQtmfiukhoanthfundo,k~tquachoralamQtprofilemotadAy duthongtinv~mfiunely.N6baog6mthongtinv~caclapdfitnhudQdely,melusAc, velcacthongtinv~h6atinh,ly tinh,vi sinhv~t.Nhuv~yprofilelelt~pcacthongs6 motamQtlo~idfitC\lth~. 2.3.4Caey~ut6taedQnghh1hthanhm6itrU'angdAt f)fithinhthelnhdotuongtacv6i cacdi~uki~nt6nt~icuan6trongcacmoi truOngv~tly,h6ahQcvelsinhhQc.Cacy~ut6quantrQngnhfittrongS1Jhinhthelnh dfitbaog6mkhih~u,v~tli~ug6c,sinhv~t,diahinhvelthaigian.Khi h~ulely~ut6 duQ'cnh~nthucvelelquantrQnghontfitcac.y~ut6khac. y ~ut6khih~uanhhuOngd~ndu t~odfitbaog6mnhi~tdQvelmua,chung cirngkh6ngch~.caey~ut6chiph6iquatrinhphongh6a.Trongbu6idAucuakhoa hQcth6nhu5TIg,cacnhelth6nhu5TIgchor~ngv~tli~ug6cdahaytrAmtichd~dfit phatri~nlely~ut6quantrQngnhfitquy~tdinhcacd~ctrungcUadfitduQ'ct~ora. Th-Y i G iaD. i = cd ffi" f ". V~tLI~uG6c SinhV~t , L mob 2.9:Cacy~ut6hinhthanhmoitruOngdfit Trang21 Tuynhien,nhi6unghienClmdiichothfty1acac10<;1idfttwangt1,Ivfinxuftt hi~ntrencacv~t1i~ug6ckhacMali, trongkhicacdi6uki~nkhih~ukhongd6i.Anh huangcuav~t1i~ug6c1a16TInhfttrongcac10<;1idfttn~phatri~ntrongcackhih~u onhoa. Sinhv~thibaag6mcath1,Icv~tvadQngv~tsinhs6ngtrongmQt10<;1idfttCl,1 th~.N~utfttcacacy~ut6hinhthanhdfttgiftc6dinh,thidfttphattri~nduaicaccQng d6ngth1,Icv~tkhacnhausebi~uhi~nnhi6us1,IkhacMali.MQtvi dl,1di~nhinh1as1,I khacnhautrongcactinhchfttdfttquailsatduQ'ckhi chuy~nill vungd6ngcosang vungcayrUng. H~ ST d~IIBcO VUIIB ch1JYin ti€p H~ s.inh thai riIDB , ,. IDnh 2.10:Cacthayd6itrongdfttill v-ungrungd~nv-ungd6ngco. Dia hinh,y~ut6 lienh~v6vi tri cuadftttrongmQtcanhquailCl,1th~,c6th~ gayracacthayd6irfttm<;1nhmetrenkhoangcachng~n.Cackhiac<;1nhdiahinhanh huangd~ns1,Iphatri~ndfttbaag6mdQd6cvavi tridiahinh.DQd6cquailtrQngvi n6quy~tdinhcacquatrinhx6imOllvatrAmdQng.DftttrensuCmd6cdUngthimong honsovai dfttt<;1ichand6cdoquatrinhx6i monoVi tri diahinhtirc1avi tri dftt trongcanhquaildiaphuang.Ch~ngh<;1n,a thunglUngm1,IcnuacngAmc6th~a gAll m~tdftthan1adinhfilii.Trongv-ungkhoh<;1nvabankhoh<;1n,n~um1,IcnuacngAm n~msauduaim~tdfttvaimet,thicacmu6ihoatansetichtl,1trongdfttkhinuacbi b6chO'ikhoi dftt. Thai gian,y~ut6 cu6i clInghinh thanhdftt,quy~tdinhdQdai cacquatrinh khi h~uvath1,Icv~ttacdQng1env~t1i~ug6cd~t<;10radftt.D6ngh6th6nhu5TIgb~t Trang22 d~uch<;1yngaykhidahayv~tr~mtichlQrahaybi tr~mticht<;1ib~m~traid~t.Thai di~mll<lYcoth~conhi~usl,!ki~nxayranhu:Sl,!thoailui cuabanghadffxoimOll haytr~md<;mgcacv~tli~utrenmQtcanhquan,Sl,!tr~mdQngv~tli~utr~mtichtir d<;1ngbuntrongvungnhi~td6i,ho~cSl,!phuntraocuadungnham.T6cdQph<ittri~n d~tchillquy~tdinhchuy~ucuakhih~u.D~t<;10rad~tphattri~nbinhthuangcoth~ dn hangngannam. 2.4PHAN LOA(£>ATTHO NHU'O'NG: Tronghinh3.2trang37, mQtband6d~tluanth~hi~nnhi~u10<;1id~t.Phfm 10<;1id~tlakhauquantrQng,noduQ'cthvchi~ntru6ckhiti~nhanhl~pband6.Vi~c chQnphan10<;1id~tphl,lthuQcvaodiahinh,vaodu t<;10d~tvatheoquydinhcua tirngqu6cgia.Trenth~gi6icor~tnhi~uh~th6ngphan10<;1idk Ph~nnaytrinhbay 2h~th6ngphan10~icuakhan6iti~ngcuaMy vaPhap. 2.4.1H~th8ng cua My: Soil Taxonomy H~th6ngphan10<;1id~tSoil TaxomomyduQ'cVl,lbaav~d~tMy ph<ithanh, nocod<;1nglamQtcayphandp. H~th6ngphan10<;1idvatrencactinhch~tdoduQ'c cuam~tdt dk Cacnhomcuaphan10<;1inayduQ'cth~ytrongbang2.1.Muai dp d~tla cO'So'd~utiencuaphan10<;1inay.Cacd~ctrungcuadp duQ'cmatatrong bang2.2.6mircchiti~tnh~tcuaphan10<;1i,cokhoang10.000nhomdk Trang23 Taxonomy ~ IDnh2.11:H~th6ngciiyphandp euaMy Bang2.1:CaedaTIvi h~th6ngphanlo~idAt Hang sA dO1lvi Cap 11 ............................................................................................................................................."..........................................................................................".............................................................................. Ph\! eap 47 ...................................................................................................................................................................................................... ....................................................................................................... Nhom 1611 Khoang206 .................................................................................................................................................................................................................................................................................................................................................................................................................. Ph\! nhom -/- ..........................................................................................................................................."...........................................................................................................................................................................................................................,...... H9 -/- .......................................................................................................................................................................................................................................................................................................................................... Lot (seri) Khoang10.000 ....................................................................................................................................................................................................................................................................................................................... Pha Trang24 Bang2.2:Cacdinhnghiagiful1ugcv~cApdAttrongh~th6ngphfu1lol;lidAtcuaMy. (theoA.L. Bloom) A1fiso1 Aridiso1 --.---.--..-. Entiso1 Bat co tangtrenm~txamdennau,1ugngbazO'trungbinhden caDvatAng(ydu6im~tdAttichtI.Iset BAtco cactAngth6nhu511g,v~tchAthitucO'thAp,thuemgkho. , , . "" '--.- Batkhongcocactangthonhu511g ---fiistosoT-rfjii.-hfui-ccY(thanbill vatl;lpCMt) inceptis01 1 fjii-C6 c~c.tfuig.phfu1.(H.ySii.ch~-thiys\I..bi~~d6i.ciiac~c.v~t... 1i~ug6c -.--.---.--..- Mollisol ...rfjii.c6tfuig-trS-n-.m~i.gi~ii.Tlfulca:.-gf~-den.~~--iu9TIg-ba~a-cao:-- Oxiso1 Spodoso1 'fjii. i~m~ih6~.jiqpchiiy~u...ciia.kaoH~:.~~t.hydrate.h6a.--v~ .I thl;lchanh. 'fjiic6..sV..tich.iijyc.~c-v~t..ii~u...v6.--d!cli-.hi~..tr~~gc c--i§.~g- dumm~tdAt -u1iisoC -Jj§:tc6-m9ttfuIgtich1iiysetva1ugngbazO'thAp ----------- Vertiso1 .-fjiis6t~(rt~~ Bang2.3:H~phanlol;lidAthgpnhAt(ASTM DESIGNATION D 2487).TheoD.P. Mc Carthy,1993. Cae ky ICaetendi~nhlnh hi~unhom GW GP GM S6icapphoitotvah6nhgps6icat,ithaykhongcohl;ltmOll S6icApph6isAuvah6nhgps6icat,ithaykhongcohl;ltmOll S6ich(!a-b\iC..-h6n-- hqp.-s6Tc~tb~C-.------_.__._----_.._-----_.._-_.._.._.- ~====~~~~~=~it~t:on--- SP ..'-s6icIp-ph6ixiii-v~--h6n-hqp.-s6ic~t:-it..hay-kh6ng.cKh~tm6-il-.-- Trang25 SM SC ML CL OL MH CH OH Pt Catchuab\li,hanhQ'Pcatb\li Catchuaset, hQ'Pcat set ,.,.,...,...,..,..""..",..",,.."..".." , "", ".."..",..,.." "..".."..",.." "" ", ".. mill,bQtda,catmOllchuab\lihaysetB\li vo cO',cat -"86t'..~6"c';;"'c6""ifllli"""d~o"'th~p""d~"n""trung""billli':"~6t"ch(la "~'6Cs~t" chuacat,setchuab\liset -B~ ihihi'ca"v"~"86ich(la b~i"hihi"c;;"c6..tillh""d~o"th~p ,.., , ,.......... ,., , , , , ,.......................................................... ., B\li vocO',catchuamicahaychuataDdiatome,b\lid~mr ..." , , , , ", ,".."..""."'..."" """""""""""""""""""""""""""", " , ,."..'.'..""."" """"""""""" Setvo cO'co tlOOcleocao,setbee , , , , ,..., ,........................ SethfrucO'co tiOOcleotrungbiOO cao 'Than"b"fui~"'d~td~m"i yv~"ctic"d~thihi"c;;"cao'kh~c ..., , , 2.4.2 H~ thOng cua Phap : REFERENTIELPEDOLOGIQUE H~th6ngphanlo~icuaPhapkhongdUngcAutruccayphancApOOucuaMy. H~th6ngmlysu d\lngkhaini~mdAtm~u(Conceptualsolum-reference).BAtm~u duQ'cdiOOnghlabaag6mcaclapdAtm~u(referencehorizon),vacactioochAtdi kern. IDnh2.12:cAutrucdAtm~u. MQtlo~idAtC\lthS Strongth\fc dia selak~thQ'Pcua1hayOOi~ulo~idAt m~u.CacOOakhaosatsedungOOUngki~nthucth6OOu5'ngdStimraduQ'clo~idAt m~ug~ngi6ngv6i lo~idAtS ooAt.N~ukhongco thi S Ie lak~thQ'PcUahaihay nhi~uhancaclo~idAtm~u,clingcokhikhongthSthShi~nduQ'cS quacaclapdAt m~u.Co tfmgcQng180lapdAtm~utrongh~th6ng.B6i v6i mQtvilngkhaosatC\l thS,nguaitacothSthemVaGmQts6lapdAtm6ib~ngvi~cchiacaclapdAtm~u Conceptual Solum 0 I I Property ReferenceHorizon Trang26 thaOO Oom006hon.CacOOom006honduQ'chiOOthaOOb~ngvi~cthemcactieu chuAnmmvi d\lOOu: congu6ng6cbazan,coddtset Va ill 18010l;liddt ban d~u,daOOsachcoth€ duQ'cthemvaokhonghl;lnch~. REALITY CONCEPTS REFERENCE HORIZONS 1. I SOIL MANTLE jI. R, R REFERENCES c Hinh 2.13:QuatriOOphantichvah.rach9n10l;liddtphilhqptrong h~th6ngReferentielPedologique. QuatriOOphan10l;liddtthongqua3giaidol;ln: - PhantichthaOOph~ncdutl;loddt. - L\lach9ncaclapddtmfiuphilhqpcdutl;lonen10l;liddtnay. - L\lach9n10l;liddtphilhqpOOdtd\latrenk~tquacuabu6'c2. H~th6ngphan10l;linaykh~cph\lcduQ'chl;lnch~trongh~th6ngcuaMy. NSuhai10l;liddtg~ntuongtv OOausecophan10l;lig~nOOau.Trongkhi trongh~ th6ngcuaMy, hai10l;liddttuongtv co th€ timthdya haiOOomhoantoankhac Mall.H~th6ngnaycotiOOmemcleobonh~th6ngCUaMy, vi nochophepthem Trang27 caelo~idAtm6ivaotrongh~th6ngphancApsacchophilhQ'PnhAtv6iviIngkhflO sat. 2.5TIEP CAN MOl TRONG HE THONG PHAN LOAI gAT V6i 2 cachphanlo~i2.4.1va2.4.2d~udiIngd~n~p caclo~idAteaban duQ'cdinhnghlatru6e.Khi khaosatmQtviIngC\lthethiehuyenbi~tcaclo~idAtea bannayehophilhQ'Pv6i tUngvilnge\lthe.FitzPatrickdiichira hath~nehecua phuangphapphanlo~inay: -H~th6ngphanlo~inaykhongtheapd\lllgt6ngquatehomQitrubnghQ'P. H~th6ngphancAp(theolapb~m~t,lapdAtdu6i, dAtm~)khongtheapd\lllgeho caeviIngdAtnhi~td6inaimadAtduQ'ehinhth,anhtitrAtlaubaicaey~ut6d6il~p Mall, t~idaycaevi sinhv~tho~tdQngrAttichelJe.Cachphanlo~inaydingkhong philhQ'Pv6i viIngdAtphilsahayviIngdAtdongbangquanhnam. - H~th6rigphanlo~inaychiphilhQ'Pv6icaeviIngmaSlJphanb6mQtlo~i dAtlalient1,levatrairQng. De giaiquethath~ ehetren,eachtiepc~nm6itranhkhongsu d\lllgkhat ni~mt~pcaclo~idAtdinhnghlatru6c. 2.5.1Giciiphapcua FitzPatrick FitzPatrickduara khatni~mprofiledAtdlJatrencac lap dAtdinhnghIa tru6e.ProfileduQ'cxacdinhC\lthequaeongthuc.Trongcongthucthehi~ncaclap d~thamgiacAuthanhd~titb~m~txu6ngt6i tAngd~tm~,clingv6i dQdaycua chUngtinhtheedanvi laem.SaudaylamQtvi d\lv~congthuceuamQtprofile: Lt2Fm3HfiMosZo IOSq40Inso Trongdo: Lapd~tLt day2cm,Fmday3cm,...,In day50cm. 2.5.2Phan lo~ima Phanlo~inaydoMcBratneyvaDeGruijterd~nghivaonam1992.Haiong chor&ngmohinhphanlo~ithubng( d6ilc;liwyiphanloC;lima)chiphilhQ'Pv6iviIng d~tcoSlJphanb6caclo~idAtrQngvalient1,lc(hinh2.14b) Trang28 @ f"-. ~~ ~~ *, e. . . ~ '@':, .~ ~. ~ . .," :~A' . ":~:~',~ (a) (b) mob 2.14:a,Phfu1dOi;Ult6ttrongphanb6caclo~iddt, b.Phando~nyelltrongphanb6ddt,caclo~iddtn~mxenkeOOauh6ndQn. V6i cacvimgcoSlJphanb6khongt6t,caclo~iddtphanb6V\ll1v~t,n~mxen . kel~nOOauthiSlJphfu1lo~imacohi~uquahan.TrongthlJctecacvimgddtco phando~nyelllaph6bien,OOdtla(yOOUngvimgOOi~td6iOOunu6cta. McBratneyvaDe Gruijterchor~ng,ddt(ymQtvimgkhongOOdthietchi chuamQtlo~iddtduyOOdt,nocothSlat6hqpcuahanhailo~iddtkhacOOauv6i cacchis6khacOOau.Va OOuv~yS\lthayd6ilo~iddtill vimgnaysangvimgkhac setuyentlOOchukhongdUtquang(Slfthayadichixayra t(libien). Vai mQt~pcac lo~iddtchotru6cv6i cacthongs6di kern,McBratneyva DeGruijterchQnthu~ttoanFuzzyC-MeansdSphfu1lo~icaclo~iddtnaythaOOcac lap(class)(thamkhaophlj lljc 3, trang113).H~th6ngphfu1lo~inaydangduQ'cap d\lIlg(yDc.ACSS (theAustraylianIdentificationSpreadsheed)lamQtchuangtrinh chophepxacdiOOmQtlo~iddtC\lthSthuQcOOomnao.Vi~cphfu1OOomtrong ACSSduQ'cthlJchi~nOOusau.T~pcaclo~iddtvai cacthongs6duQ'cduavaoh~ th6ng,s6luQ'llgcaclapduQ'cacchuyengiacokiOOnghi~mxayd\lllg,Saudot~p caelo~iddtnayduQ'cphfu1laptheoth~ttoanC-mean.Ket quaphfu1lapchorac lapvac vectortrQngtamcuam6ilap.MQtdi€u thlivi la caclapnayduQ'cphan ciliardtcoy nghiav€ m~th6OOuOng.Nhuv~ytrongACSS coc lapddt.Khi OO~p caethongs6C\lthScuamQtlo~iddt,chuangtriOOsechobietlo~iddtnaythuQclo~i dfitnao,vaitrQngs6labaaOOieu. Trang29 2.6Me HiNHSOIL ---~ ,-" DayIi mohinhthShi~nquatrinhtinhtoan,thuth~pthongtinv6ddtdait~i mQtvi tri.N6tnilai chocauh6i,ddtt~imQtvi tri Ii nhuthenio, cacthongs6Iy h6acuan6rasaD.Thongtindfiuvio cuamohinhIi tQadQmQtvi tri trenb6m~t traid~t,thongtindfiuracuamohinhIi cacthongs6v6ddtdait~ivi trid6. Dinhnghla: R Ii mQtmi6ngiatri trongkhonggianR2(hayR\ D Ii mi6n giatricuamQthaynhi6uthongs6v6ddt.Tac6him: SM :R -7D duQ'cgQiIi mohinhsoiltrimtuqng. DayIi dinhnghlachungnhdt,t~im6i(mgd\mgC\lthSD c6thS Ii cacIo~i ddt,cacthongs6IyhoacuaddtnhudQchua,mfius~c... . MQtthShi~ncuamohinhIi band6phanb6ddt,trenband6thongtineua cacIo~iddtduQ'cthShi~n2 chi6utrengidy.Trongd6anhx~cacvimg2 chi6uR2, . t6'it~pcaeIo~iddtduQ'"intrenband6. Soil Model 1 J.iIIt84 0 e1:t. ::=..... t-':Tu.. 0 ....... .~i'.-- .... ()i.r! t Soil Infbrmalicm (a) (b) moh 2.15:(a).Mohinhsoil (a).Band6ddtIi mQth~hi~ncuamohinhsoil. 2.7 Me HiNH LANDSCAPE Trang30 Mo hinhm\ytni 1mchoCallh6i " cacthongs6v€ diahiOO~i mQt di€m 1aOOuth~nao".ThongtindfiuvaocuamohiOO1atadQmQtvi tritrenb€ m~t traidclt,thongtindfiuracuamohiOO1acacthongs6v€ diahiOOtC;livi trinay. DiOOnghia:R 1amQtmi€n giatritrongkhonggianR2(hay R3),L 1ami€n giatricuamQthayOOi€uthongs6v€ diahiOO(LANDSCAPE ).Tacoham: LM :R -7L duQ'cgQi1amohiOOLANDSCAPE trimtuqng. MQttrongOOUngth€ hi~nC\lth€ cuamohiOOtren1ah~th6ngthongtindia 1y.Trongh~th6ngnay,cacthongtindia1ytC;limQtvi tri duQ'ctroyvclnbaag6m: clans6,moitruang,tQadQ,dQcaD,dQd6c,hinhaM, .... (x,y) I~ Landscape Model 1 bndscape Jnfon11.1tion (a) (b) IDnh2.16:(a).MohiOOlandscape (b).H~th6ngthongtindia1y1amQth€ hi~ncuamohinhlandscape. 2.8Me HiNHSOIL LANDSCAPE Day1amohiOOsuydi~n.No suydi~ntrent~pthongtinv€ diahiOOd€ chora cacthongs6v€ dclt.No ITa1mchoCallh6i"n~udiahinhtC;limQtvi tri1aOOuth~nay thidcltC;livi tridococacthongs6OOuth~nao." Trang31 Dinhnghla:L himi~ngiatri chuacacthongtinv~diahinh(Landscape),D lami~ngiatrichuacacthongtinv~dfit(Soil).Tacoham: SM :L -7 D duQ'cgQilamohinhSOIL LANDSCAPE trimtuQ'llg. V6i mohinhsoil,khimu6nbi6tthongs6v~dfitt~imQtvi tri.Cachdangian nhfitlakhoanlfiym~udfitngayvi tri dongoaith1JCdia,r6idemm~uv~phongthi nghi~mphfultich.Tuynhiencachnayrfitt6nkernvakhongth1Jct6.Cachthuhaila tracuuband6dfit,xacdinhlo~idfitt~ivi trix,ytrenband6(x,ylatQadQcUavi tri cAnkhaosat),tracuucacthongs6v~dfitcholo~idfitvilaITatrenband6.Cachnay lacachdangduQ'csird\l11grQngrai.MQtCalih6id~tfa,n6umQtvimgchuacoban d6dfitthisaD?~K6thQ'Pmohinhlandscapevamohinhsoil_landscapechinhlacali traloi Xemhinh2.17. ~ l I I I Landscape : I , . I: Landscape Information I : Model : I I I I I I I I I I I I I I I I : SoilMQ~t~L :~------------------------ Soil Information Hinh 2.17:Mo hinhSoilModelchuabentronglamohinhLandscapeva Soil_Landscape. Mo hinhsoiltronghinh2.17chuabentrongno2 mohinhlandscapevamo hinhsoil_landscape.T~ivi tri (x,y),mohinhlandscapechoracacthongtinv~dia hinh.CacthongtinnayladAtivaochomohinhsoil_landscape,mohinhsesuydi€n dechoracacthongtinv~dfitdai,dayclingchinhlamohinhsoilmalu~nvan sir d\lllg.

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