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BrownGeographic Resource Solutions1125 Sixteenth Street, Suite 213Arcata, CA 95521Lanrrence Fox IIIGeographic Resource Solutions1125 Sixteenth Street, Suite 213Arcata, CA 95521ABSTRACTWe present. a variation of the supervised approach toimage classification in which specific forest standattributes are recognized as the label for a training area.We have developed condition specific spectral classes thathave lower variances than classes developed by traditionalmethods. We find these classes to be consistentlycorrelat.ed to various forest types and less likely torepresent commission errors than the more variabLe classesdeveloped by traditional methods. The large number ofclasses (150-200) thus produced would be difficult to handleif they were not aggregated into a polygon map. We alsodescribe a vari:a.tion on the use of unsupervised Lraining,for classifying those regions not classified by supervisedmethods.TNTRODUCTIONA recently passed California State Assembly BilI, AB'1580, directs the California State Resources Agency toconvene a Timberlands Task Force to improve t.he protectionof wildlife resources, and resolve issues concerning theirmanagement. One of the directives within the task forceworkplan is to develop a coordinated base of scientificinformation regarding the location, extent, and speciescomposition of timberland ecosystems in California. Lack ofa comprehensive habitat database of the detail and extentnecessary to model wildlife habitats reguired that newtimberlands information be developed. The Task Forceresponded by initiating a pilot study, managed by theCalifornia Department of Forestry and Fire protection (CDF),Forest and Rangelands Resources Assessment program (FRRAP),that would utilize Landsat satellite imagery and automateddata processing techniques to identify and map habitat typeson two study areas within the Klamath province in northernCalifornia.CDF-FRRAP initiated a contract in 1 990 with GeographicResource Solutions (GRS), an image processing and GISconsulting firm, to map Wildlife Habitat Relationships (Wgn)cover types (Mayer and Loudenslayer, 19BB) over a six 25r endstream endobj 1 0 obj << /Type /Page /MediaBox [ 0 0 612.24001 791.75999 ] /Parent 101 0 R /Resources << /Font << /F3 106 0 R >> /XObject << /Obj3 9 0 R >> /Subtype 11 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Contents 2 0 R /CropBox [ 0 0 612.24001 791.75999 ] /Rotate 0 >> endobj 2 0 obj [ 4 0 R 6 0 R 8 0 R ] endobj 3 0 obj 37 endobj 4 0 obj << /Filter /FlateDecode /Length 3 0 R >> stream HRUpvps p5q0i# endstream endobj 5 0 obj 48 endobj 6 0 obj << /Filter /FlateDecode /Length 5 0 R >> stream H*23432Q0BsKC=s3=˥e`  endstream endobj 7 0 obj 2624 endobj 8 0 obj << /Filter /FlateDecode /Length 7 0 R >> stream HWKnl {^A?~@;ALAԧG:^(X,?7r?{nS𷘿%)yr7\ȉb8sf0qr4f[ͧzhRDg|%JsJ1h#d$zŬXs3="#'H8|[߹<.=jWDuw^^X hlKZ|!%dDӒHw2ʽ5Nv${oegM![5׶ Oo{i`:i^mN_xzOp*_.QT ZGD"=4<`[kǼ#q|7el2 ɸUZÐ{6ZnQbLS.s- erң#vYj{uլ~Rd2?<3^j6mգN["](0!% 1F=E‚ G/7y_ItD6ޅVkۥ辗7,bR!dW{?Jlkȷ{Ȗ" - d6D4O-'r4j>Q2(Yah;DcԴQeuQc7#3΃mD9ȳ?V&q9p!l6xԤ Mz9Uj2l&XhѐȭzRw]rpoٍp^դduؾR_ rh,DH%y!Ab? 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LS2_O>Nb FdܟE0A"<fd0D%,VҿnqIH9·dӺ"?< hI'Wt „fD",=G)\| ~ >x< p =Dz%."?}j:M6qvt^~OH5Y~ޒںk_ _ACڭ?N2ۯޗɭ58a]VAdK/4 Oյn_z IyH.Y 0A56m?jo_W_ɘiI&KB,&@`@D &x4XI4'am&ӳ:=[!:]ߵ}oKXbؤp X'`M; l4m{Ӻv?k5x\u#xiݧdZ[hC8kMӰ+TVDDAs+8`Y&EeR(CTűNDN c`,"""""  A(aSITiB=D0Kq]H!,`i \/ bG 2 *dXM4; DDG #gtR6DC)ϔ4Vԡi(a-Ctf9Vg,Dq|DYH ZF5_|z@X -#G> VNWW JnڬЗZ~9jj?>[3"7KxA餿HމE: ޭ>ֵߖ_A7^j ixom/ztzIKIR-#uLIZAJI-bUg̈́Du] h_u_}@ endstream endobj 10 0 obj 1345 endobj 11 0 obj << /Length 10 0 R >> stream million acre study area in northwest and north-centralCalifornia. GRS is using Landsat, Thematic Mapper, digitalimagery to create this vegetat,ion 1ayer, throughout theproject area. CDF-FRRAP, the Mapping and Wildlife AdvisoryCommittees, the California Interagency l.tildLife Task Group,and GRS participated in the development of rules that, wouldidentify the WHR types and provide a systematic approach tothe classification and determination of WHR habitat Uypesand cl-asses (Table 1). 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Compare the WHR habitat database, created for a 200,000acre subset of the project area, using a S-acre minimumsize mapping unit with a data base of the same region,using a 40-acre minimum size rnapping unit.3. Perform an assessment of the accuracy of each WHRcharacteristic estimated using this methodology.Our purpose in this paper is to discuss the methodologyused for Landsat image crassification (the first part of-objective 1 ). A companion paper, al_so in this selsion, byK. Stumpf and J. Koltun (1992) will address the comparisonof minimum mapping units (objective 2) and the geneial issueof converting raster classifications to polygon maps (thelast part of objective 1 ). The accuracy assessmenl(objective 3) is currently underway and wirr be reported ata later date.Proiect AreaTwo regions within the Kramath Ecological province wereselected for the Mapping pilot Study, project Area(Figure 1 ).The coastal- area contains approximately 5.2 million acresand comprises Del Norte, Humboldt, and Mendocino counties.The inland region is a 1 mirlion acre rectangle centeredabout Mt. shasta. These areas were chosen to encompass awide variety of vegetation types, incruding the ord growthredwood and Douglas-fir habitats of the noithern callforniacoast. Within the coastal region, a smaller area waseval-uated to compare the effects of changing the minimummapping unit from forty, to five.acres (stumpf and Koltun.1992) . DIGITAL IIUAGE PROCESSINGwe used rntergraph software and hardware and customprogramed utilities to integrate image processingtechnigues, grid modeling, and GIS analysis. Thismethodology incorporat,ed a combination of supervised andunsupervised techniques to classify the TM imagery.Satellite ImaqervFive TM scenes provided the basis for the classificationof the project area. The imagery was geo-corrected forterrain and satellite-orientation distortions and resampredto a pixer size of 25 meters by Hughes srx corporation. 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XioQ_L'0ww]}W_u__u endstream endobj 32 0 obj 1026 endobj 33 0 obj << /Length 32 0 R >> stream Klamath ProvinceStudy Areas ffi W ot) I/lII/N f,7)V'tttl(,.,,1N Area 1Area 2 Fignrre 1. The study area for the Klamath mapping pilotprojectto unfavorable weather conditions and the poor data qualityof one scene, the five scenes used for this project wereacguired on two different dates. Three of the scenes wereacguired on June 27, 1990 and two, on May 1, 1990. We didnot consider these to be optimum dates. Coincident dates inthe early summer (near the summer solstice) woul-d have beenpreferable to minimize terrain shadowing and capture maximumspectral diversity between forest types.Collateral DataThematic data of different formats and from multiplesources have been translated and incorporated into theproject databases. These data have assisted in theorganization, planning, and review of the classificationprocesses. 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We felt strongly that sincet,his was a pilot project investigating the application ofimage processing methods that the resurts should refl-ect thepotential of these processes and not be enhanced or alteredby including data, not based on image processing.Therefore, elevation daLa were noL incruded to differentiatebetween the location of red fir and white fir stands andsoil informat.ion was not used to identify areas thatprobably supported Jeffrey pine stands rather than ponderosapine stands. This information may be incorporated l-ater inthe process, following the determination of the accuracy ofthe image processing technigues, if this informationcorrects problems identified during the accuracy assessmentphase of the project.fmaqe Classification TechniquesThe compilation of spectral data for the WHR habitat.delineation required the development of image Lraining datathat was l-inked to quantitative ground data. we used bothsupervised and unsupervised training methods since bothtraining methods offer advantages and Iimitations (Fox, etdI, 1983). The supervised method is based on homogeneoustraining areas serected to develop spectrar classes thatrepresent the vegetation classes, reguired for the mappingproject. The unsupervised method is based on mathematicarclustering procedures that define spect.ral crasses that mayor may not coincide with the vegetation classes required forthe mapping project. The supervised method alone wourd havelimited the finar crassified map to a narrow set of possibleclasses, leaving a portion of the image unclassified. Theunsupervised method alone would have been based on spectralinformation.only, without regard to the vegetation classcharacteristics (LilLesand and Kiefer, 1987). once spectralsignatures were defined, a maximum likerihood algorit,hm wasused to classify the pixel image (Figure 2).Our workflow deviates from the standard techniquesoutlined in many textbooks (e9r Lilresand and Kiefer, 1gB7)in that we did not aggregate our spectral training areasinto wHR categories in order to develop spectral signaturesrepresenting a particular WHR type. Instead, we kept eachof our training areas separate and developed spectralsignatures for each training area. The training areas weresel-ected with the goal of encompassing spectral diversityvisible in the imagery so that blatantly redundant trainingareas were not defined. This meant that we courd not rabela training area as canopy closure class 3, 40-59 percentcover, for example, since that spectral signature came fromone training area with one specific canopy closure, 52.3percent. We decided that a specific percentage of canopycrosure, developed from the ground transects taken in thattraining area, was a better estimate of the actual canopyclosure of the spectral cl-ass than the wHR closure ctasl.Similarly, we labeled each of the supervised spectralclasses with specific data on species composition, treesLze, and percentage canopy closure. we therefore developedspectral class labels that precisely represented theattributes of the pixels in the training area. 255 endstream endobj 45 0 obj << /Type /Page /MediaBox [ 0 0 612.24001 791.75999 ] /Parent 101 0 R /Resources << /Font << /F3 106 0 R >> /XObject << /Obj3 53 0 R >> /Subtype 55 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Contents 46 0 R /CropBox [ 0 0 612.24001 791.75999 ] /Rotate 0 >> endobj 46 0 obj [ 48 0 R 50 0 R 52 0 R ] endobj 47 0 obj 37 endobj 48 0 obj << /Filter /FlateDecode /Length 47 0 R >> stream HRUpvps p5q0i# endstream endobj 49 0 obj 48 endobj 50 0 obj << /Filter /FlateDecode /Length 49 0 R >> stream H*23432Q0BsKC=s3=˥e`  endstream endobj 51 0 obj 1211 endobj 52 0 obj << /Filter /FlateDecode /Length 51 0 R >> stream HWK6 )HQ>A @)R`,*~a W|P_3oU9O}闾hg*"O!s0Ҩ6-ڼߐ+<-Éw-@%-Y w9X{)lXf)ja{"Q5nT/7ܪJ.jt׌Z~NR=j5ȹ'fw6w6)ƍÃaXV9kThSHd/xxEyqiěvMӌ&^ bmY^/4%&WB' L"hm,"3U'2]"hQp!_PQZ(WkD@FpHy*54]KFcԚLkFLc"E<@S% p>C1%F_&?oJSN;f0.HoB>OAq9!P͊@̈́kAŷ WQ6ɡM&̗b.q "aT t13aY&gK|ҩHƢ KK & [̷lYè!FOJHpZgv?Mٚr}R2#o:N~|[Z0zi-${V6 6DMA|_ I*8t}]BB*ޘo`NC!S#vۆG}u{76.W$:e.\ic1ji_z[ U3 P/PVfP6[lH r9fuG KӂPxi^-ջ]!7#}gy$";a.}q.Gg-7D=d1ԯR^}ZNp+LabwR GJ޵h5}/A8+wrG. 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Training sets were developed formurtiple TM scenes if they shared the same image icquisitiondate and the same bio-region. Training was baled on datacol-lected from representative ground samples (stands) trratwere homogeneous in terms of species, size, canopy cLosureand structure. A matrix of WHR types was developed toensure representation of all wHR at.tributes present in t.hestudy area. Ground sample transects were then located oncomputer screen displays of digital imagery and digitizedinto a Grs. spectrar statistics were then developed torspectrally homogeneous regions surrounding the sampletransects.The selection of training areas for ground sampring wasbased on the vegetative characteristici to be mapped duringthe project and the spectrar separabirity of the- pixels in aparticular training area. prior to the ground dalacollection, foresters from the different regions werecontacted and interviewed about the vegetation conditionsencompassed by their geographic area of responsibility orownership. These interviews proved useful in finding largehomogeneous areas of desired stand characteristics.Potential training plots were derineated on uscs , 7.5 minuteguad maps, orthophoto products, and the most recent aerialphotography availabte from the various property owners.These potential training areas were reviewed for spectralhomogeneity before data were cotlected.Ground data were collected for the development ofquantitative information on species composiion, percentcanopy cover, tree size in terms of quadratic mean diameter(QMD), and canopy structure from transects located withineach training area. The ground "training" data weremeasured and collected using a pin-point transect method.The sampling t,ransect was broken inlo three, 396_footsecLions, that were l-aid out in the form of a triangle toinsure t.hat each of these triangres was locat.ed withinperceived boundaries of homogeneous stands and away fromstand edges. canopy crosure was calculated from a set of1 00 transect points. The field observer viewed verticallvupwards at each point using a custom designed periscop. "rrarecorded "crown intersection" or "no cro"i intersecti6nrr.After ground sampling, the training area rocations weretransferred into a Grs layer using a tomputer dispray ofcolor composite imagery, DLG data-rayersl and fieid lurveydata- A stand boundary was digitized around the training'plots and praced as a Grs theme to represent a training ir.u9n tle imagery. we included onry those pixels that weieimmediately surrounding the rocation of I field daLacollection area. spectral variation was minimized withinthe training area by excluding those pixers exhibiting crearcolor differences as they were displayed in the color image.A TM band 5,4,3 (RGB) false-color composite was used torepresent the three major parts of the TM spectrum in the 257 endstream endobj 67 0 obj << /Type /Page /MediaBox [ 0 0 612.24001 791.75999 ] /Parent 101 0 R /Resources << /Font << /F3 106 0 R >> /XObject << /Obj3 75 0 R >> /Subtype 77 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Contents 68 0 R /CropBox [ 0 0 612.24001 791.75999 ] /Rotate 0 >> endobj 68 0 obj [ 70 0 R 72 0 R 74 0 R ] endobj 69 0 obj 37 endobj 70 0 obj << /Filter /FlateDecode /Length 69 0 R >> stream HRUpvps p5q0i# endstream endobj 71 0 obj 48 endobj 72 0 obj << /Filter /FlateDecode /Length 71 0 R >> stream H*23432Q0BsKC=s3=˥e`  endstream endobj 73 0 obj 5174 endobj 74 0 obj << /Filter /FlateDecode /Length 73 0 R >> stream HWK$ )eI~a_w 00e7CSJ>~N~y#G?(Wz?>~{Jsrp+}ߩ!C RrwH1q:zq=-sE#&׫*"5S\oJH7SH֔`֠ʖ9>F)J1=ύԲ+A_OΡ5la(!˳,@!0gyH^L#bt^R9W9Mv^C~/v @Nea0zD e`m (KEr 74[P[˥_OW@9v6P`Qm8h|f!{ؗndPϘm> 0RTw`2Hu<㊴+K,CqEb Gfxm½MʚCԶaDS)|~ؐL92}gؖÃ[tB.&(&ꖂgIm=Wop[pFB-@sx: st)P+P%߯O~4(uT&CbB< 8| ϲؑ*6QלTèCh&Ӑq*":tq1I1O7hA|lrḏϏY9ЦpI!^.JTY}hMO@&ډm6[NA4K6 an3g3G)9d(@Cr[|l/Kq9}f!\.AI9* o<\-В[} ;,͝ӚyfH5W(Gy.Ix*TnS7^k0N1Ʈs.XT,&-?\g\5)t!A0]ߔV"Aǩa;0[XӤ]xO&5 [㷮Qn8ˍ1YRl[}nI"VgUÜ~5k1;ٽaŸQ]s`|fSl~LTߙ?n;gcCGG "S uIb~;:Vio9͞!W {I~zDi}3 ~E 66Q$+ PV5Z[?Q!W)Tڪl|'KAS.W/sbjPsM ]Ce9p^;r*|7wc]KpHk!$}i73MC8CX@ɟ3A ~׸Cc綈"spjf{6E0n p7k=w c{ .DenC2a(h9Y k\7z-^ j$ɔrJ-U^nE蚰ww*O*Ta DތIAyrjp_/f Q2E}P R(޷ LH Q&uĺOuR@uXpC\˻˿)+f2<E57p:o[/@j/Yh=ω.y\X2`t~@kxpjxq +Յc`x~eѠ_ZC ,M Eip#|4}&+w:+}@MOɎIPugb84{vAVؖ)k7 Lae،_v6묭U51HkT~Ҵ-mmx"&2 ykcE&"x)/2hY-stu֞GNq̭˄>m-#])Krr#r/.k,CbD@k7fa:W Բ48^es+2Fw<-7w^$DZ_=sӄꘂ刚2p-Ne8lɅ p !7Ԃ2l\ J nt߈eU̬Z%-7]>gO%w6='(jk{eF7_2r<+|.~Hx;3rաYq^6KlFSˌ9 ~@Ak}}{)nYiKqR aVx߱r#u>|l(O ] 8Dݴ6Ar`G اT>f,uVШ~-<j;&ha堛G:lԝ:n'q Fv'0]lB580Dj*6n#Choҥz85n}BE9̮"Y՘c\w"Yk{!"w͟,CM-(OitiL7עIgCmt-D)zvO)OǶJucse ՏΡ-XX1rDYkG bQbr\Gity}%%'% |J*v PTqd+eſCoA`uCI- ?dKY7 ɽr_MP:7!u8|)l3}hk侄6dz-:fL<ϮM(=. 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Yޚ 2:B4m[׾5륐MH}}DDD2j@;dG<ISuȯ  Or2,Akib/aPv!0h0[ !#`C GS9C"weT(0\`r5>eOŎ! у:%B=" Ђ Ёk$hCae h0hQ#!1;r7l'a@5:N´WO]Z,]~ &~7һkkj\5l (iZVCSYu X ݧ&6!Bflk:h5.bD2:   '|GC"?z!S!j^-QKh}_WW_u`XxAOA A,zf4&&`=%i;=0kPTpZbzޓhẑyAi:xk][/d+$֞$y/Xa i_Pt)†0%D!-`E endstream endobj 76 0 obj 2981 endobj 77 0 obj << /Length 76 0 R >> stream color display: middle infrared, near infrared and visibre.six of the seven bancs of TM data were serected from thetraining area for each spectral cIass. The thermar infraredband (TM6) was excluded due to high variances evident inthis band. These classes were homogeneous spectrally,having maximum single band standard deviations of 1 5 digitalnumbers or lessThe supervised training areas were then evaruated forspectrar separability using Euclidean and J-M distancestatistics. For the portions of the study area completedthus far, 98 percent of the supervised classes were judgedto be separable from each other spectrally. rhe insepaiableclasses were of early succession prantations represenli.tgthe same wHR type so that spectral discrimination was trof.expected or necessary.Sgpery:LSed ClassificaLion. All TM bands (except band 6)and several transformed bands (NDVr, TM4-TM3/rrqairms; TVr,sguare root of NDVI; ARCTAN, arc tangent of TM4/TM3; pC1,the f irst principal component of TM1 , Tttt2, and TM3 ) wereconsidered for use in the final crassification. rn order toevaruate crassification performance, all possibre bandcombinations incruding transformed bands were used toproduce multipre classifications of only the pixels in thetraining areas. Error analysis reports from Lhesecrassifications were reviewed and bands were selected tomaximize correct crassification thus minimize band to bandcorrelation. This selection method yielded different bandcombinations for different geographicar areas. For example,two spectral bands, TM bands 4 and 5, and two transformedbands, the transformed vegetation index (TVI) and the firstprincipal component of TM bands 1, 2 and 3, where selectedfor cl-assifieation of arr habitat components (species, sj,ze,canopy cLosure, structure) in a portion of the coastal_ studyarea. A maximum likelihood classifier was t.hen used toperform the classification.- uns-q:ervised Traininq. Approximately 15 percent of a TMdata set remained unclassified after ctassification with atwo-standard deviation threshord praced on the supervisedclassifier. rn order to classify the remainder oi theimage, an unsupervised clustering algorithm was used togenerate unsupervised statistics for about 85 unsupervisedspectral classes. The same TM bands were used in ^thedevelopment of these statist.ics as were used to crassify thesupervised training areas. The number of unsupervisedcrasses developed was dependent on the standard deviationand the Euclidean distances of the classes aft.er twoit.erations. rf the variance within a crass or any number ofclasses was above a desired lever of 1 5 digital numbers orif the Euclidean distances between classes was consideredtoo crose (less than B digitar numbers) to be consideredunigue, then changes were made in the parameters for theclustering algorithm to merge or divide trre classes. 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The unsupervised crassstatistics were used to drive a maximum titetihoodclassification with the same bands used in the supervisedapproach. This process classified approximately -90 percentof the image. This process was used-Lo classify the entireimage, not just the pixels 1eft unclassified by thesupervised methods._ Labelinq unsupgrvised classes. some of the unsupervisedcrasses developed represented non-forest types and wereeasily identifigd il homogeneous regions on- the image,spatially correlated with aerial photographs, ana tieianotes, and label-ed accordingly. However, some of theseclasses were associated with forest types, heterogeneous intheir spatial arrangement and exceedingry airri_cutt toIabel.A spatial, Grs overray between the supervised and theunsupervised classifications was used to produce a reportristing all the unsupervised crasses that were needed tocomprete the finar classification. That is, an unclassifiedarea in the supervised classification was "filled in" by oneor several classes from the unsupervised crassification. Asecond overlay was then performed between the twoclassifications to generate a list of arr the unsupervisedcrasses and their corresponding supervised crasses (that is,the class varues that share the same pixel locationj. Asummary tabre showing the number of supervised crassesrepresented by each of the unsupervised classes wasgenerated using- grid analysG software. An example ispresented in Table 2. Table 2 r Di"tribrlio! of "no"rri".d .1.""." *ithir or".,unsupervised class UnsupervisedCIass151515151515151515 SupervisedClass Number of pixels n116282950525455 1 5040820457 44103221262611 469803140 - This summary table was then referenced as a cr-assdescription by tle aggregation sofLware that we developed togenerate labels for the unsupervised crasses, that *eri usedto fill unclassified areas in trre supervised cl_assification.The labeling program assigns labels ior the unsupervisedspectral classes based on the freguency distribulion of 2s9 endstream endobj 89 0 obj << /Type /Page /MediaBox [ 0 0 612.24001 791.75999 ] /Parent 101 0 R /Resources << /Font << /F3 106 0 R >> /XObject << /Obj3 97 0 R >> /Subtype 99 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Contents 90 0 R /CropBox [ 0 0 612.24001 791.75999 ] /Rotate 0 >> endobj 90 0 obj [ 92 0 R 94 0 R 96 0 R ] endobj 91 0 obj 37 endobj 92 0 obj << /Filter /FlateDecode /Length 91 0 R >> stream HRUpvps p5q0i# endstream endobj 93 0 obj 48 endobj 94 0 obj << /Filter /FlateDecode /Length 93 0 R >> stream H*23432Q0BsKC=s3=˥e`  endstream endobj 95 0 obj 2993 endobj 96 0 obj << /Filter /FlateDecode /Length 95 0 R >> stream HWK% )o$9A`/ x/ %*|FfД"߿[M׋>?͇%?)R!T38~qěc9oz(Q'/G%<)A8$OʽH0N>vPC^Պ d"Ѡ3.v/oI)j%]OpɗG) K?peMgiO!M$蛉XFzk+mj.Bi u[as FBARk&HTLeُ PI}.$JYӐIV (ڱ$ZC=n̠%gä ڋ#V;V jvOs P9O}77C@ $ӝdTS6H$g!sSkޜ *Z #gHfYضk6"^8gC^(:ҋi)E}F4 QI,elwgü_H(My`;(Uu |-nb!3n * 2bsdrLg@Ag^)oA{`}Ϝq6D{vV?{#}d5`WΖgcy)- M*ˑP\tMԹ7UU7a~D1Mcq,]yu ݥPY̶y֟Tb|I'+U%aL–K%4"N)Hw@FǏs/Ki})BsjYS Gmֺf\@#S7wXrJ:/x$>PFdo0h>' !ˆ:[sPV-足D^*7:F<xu}QA؄HRqi8޽+j g(_ 0}x$`dhUkm8$PKκCp;*?zpM3kg"Y0ڜ,~q>B<mK[Y`u` ӷs?M{xdڬv`[ra?[H Y(WT]OA<OPBѧX=;80&J %lrfl-SXS3VU2Z!]XO.Ul%_lvs9ŸWGCk,3=wڈS܉tǢY<+mK Z8,"wnmVA^QE5"Z˱6)i! j) AF|?,ryAwpI9 E) ͻ\'CQw4>%u^TetBgP~)TZx*,pcs4Fǹ(c!)=w6sմGe}-s`?CnЙͲj.]pګΆ W}DX9t3$^!'%˂~Rb$n!1塨9/IYHSMuXm#f5{+8#0UZYd h)J"zt(c{~Cv kɟ4\0qY7fڳZ vpifڨ BԖ9LY`ZãRf;2KZI\zxoX݁֩IA3BZr($1$[yR5yx/v 6'^t2xDc%3bkhZ]eF6@<%ERINCj4l˛Cp 0'XM endstream endobj 97 0 obj << /Type /XObject /Subtype /Image /Name /Obj3 /Width 2551 /Height 3299 /BitsPerComponent 1 /ColorSpace /DeviceGray /Filter /CCITTFaxDecode /DecodeParms << /K -1 /Columns 2551 >> /Length 41650 >> stream ^Ǿקޛ28 =#N-P0A qI&#r8rz%uvݡ S ifh mm%0j2(4G䝄, ! g0t @[chXNDІd pa6ÏĈ0;[tn_zzvAAArD}DwkD?VA5 !~tWjT]6&ŸA;G6CiD[DnoKDy 0N ׿=Wo]6ON76C4aA@ TjF' 䬝t!kM^O֯o;w ߯zf[ݺǧAnWSʃ ##>l9PDpB~]4ZAA{o]IcIWaݎ>[N>4?[,Rip+~?V/7[tjvuUAGH0]A5 ޻i+Y+i? 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G'4NA'0ANNcDnmD]>n!4,*!5$8al΄4vz{/ipdml'ha..`RBC,In !/'Ca={ }]&MSdLh? pBwR%i^{I$4GmS@xB5߲;N64h`n"Ș<<&[[`iΗO^ӭ8a›hQ.w_ʰ0:@aM òEkm7& nGPYknPŠl6w ,"Ο^~Xc}o{>;c^:amV[֓7Pm$ M~1pDӵ Vtܨn/!k!Y am4j)M9 3Im;Uok-4l*jڪiuNwL6"$0L)1`XN'a.MYPof 4:M]P&. }tl,DDGH(aUPj)4cSW__[BCLAn!GL]bӣPlirszT""" !4vAi_M8an:" KG 4أ0bށyi&!]W$|0®a L:1(DAPÞ BB X&M,DDC ~8IVLS}"է?a%mcښ(X+Xh cV/Q__}_$oR}u-~X523^#@q"͏[ EK0PDF0 GQ;z'm$jA+}67IoUѷ,I"[Ҧ-K/NӺuW/MXK]0DAdW{?]TG endstream endobj 98 0 obj 1695 endobj 99 0 obj << /Length 98 0 R >> stream supervised classes that correspond to each unsupervisedclass. Of course there is always the possibility that anunsupervised spectral class might. be completery unclassifiedwith respect to the supervised classification. This wourdindicate that more training dat.a were needed to characterizethis unsupervised class.FTNAT THOUGHTSPreliminary accuracy assessments indicate the spectralclasses represented by these methods are more speCiric toone particul-ar vegetation condition and site, than spectralclasses generated using more conventionar techniques. Themain difference with our approach is that many more classesare generated, and class variance is much lower than classesdeveroped from conventional techniques. Defining precisespectral signatures is desireable yet dealing with 200spectral classes is undesirable. we were able to work withlarge numbers of spectral crasses since we used the pixelclassification only as an intermediate product. The finalpolygon map was aggregated from the pixel data.REFERENCESFox, L. III, K.E. Mayer and A.R. Forbes 1993.classification of forest resources with Landsat data.JournaL of Forestry. 83:283-287.Lillesand, T.M. and R.w. Kiefer 1987. Remote sensing andInage Interpretation. Wi1ey, Ny 221 p.Mayer,"K.E. and W.F. Laudenslayer, Jr. (eds) 199g, AGuide to wiJ-dl-ife Habitats of cal-ifornia. californiaDepartment of Forestry and Fire protection, sacramento,California. 1 56ppStumpf, K.A. and J.M. Koltun 1992. Rules basedaggregat.ion of raster image classifications into vector Grswith five- and forty-acre minimum mapping units. proc: 1gg2ASPRS/AcsM convention, American sociely ior photogrammetryand Remote Sensing, Bethesda, Maryland, In press. 260 endstream endobj 100 0 obj << /Creator (Canon ) /CreationDate (D:20041006194820-08'00') /Producer ( ) /ModDate (D:20041008144439-07'00') >> endobj 101 0 obj << /Kids [ 105 0 R 1 0 R 12 0 R 23 0 R 34 0 R 45 0 R 56 0 R 67 0 R 78 0 R 89 0 R ] /Count 10 /Type /Pages >> endobj 102 0 obj << /Type /Metadata /Subtype /XML /Length 839 >> stream Canon 2004-10-06T19:48:20-08:00 2004-10-08T14:44:39-07:00 2004-10-06T19:48:20-08:00 2004-10-08T14:44:39-07:00 2004-10-08T14:44:39-07:00 endstream endobj xref 0 103 0000000000 65535 f 0000065307 00000 n 0000065599 00000 n 0000065638 00000 n 0000065657 00000 n 0000065770 00000 n 0000065789 00000 n 0000065913 00000 n 0000065934 00000 n 0000068634 00000 n 0000104480 00000 n 0000104502 00000 n 0000105903 00000 n 0000106198 00000 n 0000106241 00000 n 0000106261 00000 n 0000106376 00000 n 0000106396 00000 n 0000106522 00000 n 0000106544 00000 n 0000110980 00000 n 0000168957 00000 n 0000168979 00000 n 0000171399 00000 n 0000171694 00000 n 0000171737 00000 n 0000171757 00000 n 0000171872 00000 n 0000171892 00000 n 0000172018 00000 n 0000172040 00000 n 0000174180 00000 n 0000213659 00000 n 0000213681 00000 n 0000214763 00000 n 0000215058 00000 n 0000215101 00000 n 0000215121 00000 n 0000215236 00000 n 0000215256 00000 n 0000215382 00000 n 0000215404 00000 n 0000220842 00000 n 0000299623 00000 n 0000299645 00000 n 0000302928 00000 n 0000303223 00000 n 0000303266 00000 n 0000303286 00000 n 0000303401 00000 n 0000303421 00000 n 0000303547 00000 n 0000303569 00000 n 0000304858 00000 n 0000329259 00000 n 0000329280 00000 n 0000329905 00000 n 0000330200 00000 n 0000330243 00000 n 0000330263 00000 n 0000330378 00000 n 0000330398 00000 n 0000330524 00000 n 0000330546 00000 n 0000335979 00000 n 0000410988 00000 n 0000411010 00000 n 0000414147 00000 n 0000414442 00000 n 0000414485 00000 n 0000414505 00000 n 0000414620 00000 n 0000414640 00000 n 0000414766 00000 n 0000414788 00000 n 0000420040 00000 n 0000492959 00000 n 0000492981 00000 n 0000496018 00000 n 0000496313 00000 n 0000496356 00000 n 0000496376 00000 n 0000496491 00000 n 0000496511 00000 n 0000496637 00000 n 0000496659 00000 n 0000500445 00000 n 0000552810 00000 n 0000552832 00000 n 0000554925 00000 n 0000555220 00000 n 0000555263 00000 n 0000555283 00000 n 0000555398 00000 n 0000555418 00000 n 0000555544 00000 n 0000555566 00000 n 0000558637 00000 n 0000600520 00000 n 0000600542 00000 n 0000602293 00000 n 0000602425 00000 n 0000602557 00000 n trailer << /Size 103 /ID[<72ef43b89fc3f00cbee00a7835179ed9>] >> startxref 173 %%EOF