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Dook 40 - = \1041 In k^ or.-hip err. :- 60. 7 0
A REPORT OF A LANDSAT AND
M COMPUTER MAPPING PROJECT
(n i .4 t► n C^ an A Regional M Land Use Survey C3 ^or4 a+ .. s- b based on remote sensing w.^ ►. N a.b:wa^ and other data p G7sC On V7 r! w N ^G v ro h1 m to ;s; w ..,+ ^., J r . + 61 . v v U V Douglas L. Mutter ^rc^m Project Coordinator ^ y George Nez ^: ''1- fT C 1+ Z P-4 a .,4 ro Principal Investigator
J f7 Y •4 Federation of Rocky Mountain States ^v w to V^ r c: a L-3 .^ 2480 Best 26th Avenue - Suite 300-B Denver, Colorado 80211 o cz, G: s: 04 a .. w iC L) U j CD W P. t: • r` r
o F+ ae
I c^ w w V m w c C ►^ a r- cn w p c ^- w c. w V Executive Summery v
Prepared for; , w GODDARD SPACE FLIGIiT CENTER f V.) Greenbelt, Maryland 20771 z April 1977 Ll? 4r Sl
l
Lit
--.'.,.-.^ --mss•. ^__^ ^.w1^w..•V ;^i'i^rr..,.d PREFACE:
10 This report describen a multi-state project developed at ► 1 coordinated by the Federation of Rocky Mountain States. The project developed and tested methods for comaining earth resources satellite (LktiDSAT) data with other multi-sou ►ce data via computer mapping techniques for use in natural resources and land use planning in the Western States.
The project was carried out by mutually defined procedures in six states -- Montana, wyoming, Colorado, New Mexico, Utah, anti Arizona. Colorado State University and Los Alamos Scientific Laboratory provided technical assi!,tance. Two interstate areas of 5,000 square miles each and two intrastate area: of 3,000 square each were delineated for all subsequent LANDSAT and high altitude retnote sensing during; the project. Four 7.5-minute quadrangles were selected withing these large areas as test sites. LANDSAT computer-compatible tape classification mapping; for 1.1 acre cells was conducted with Multiple date imagery. Land use and cover categories were selected by the states, ranging; from 19 categories in one state to 81 in another.
In order to place the LANDSAT application within the context of a regional data batik, various non-LANDSAT maps were collected oil topics. These were all converted into the 1.1 acre grid system and computer composited with the I.,VNDSAT maps for deriving and displaying; tl,e complex patterns in- volved in determining feasibility for surface mining or urban development, etc. A key purpose was to demonstrate the appropriate :nix of A1.ND5A'r utilization, data banking and compositing relevant to regional planning.
The approach was designed for large areas of interspersed federal, state, and private lands, with dynamic interrelationships in mineral, water, agri- cultural and recreational land uses. This approach raised numerous administra- tive questions, such as standardization of tine ground truth data analysis, standardization of land use categories/subcateburies, and systematic central processing of LANDSA"r tapes.
For this project, state governments designated state lead agencies to coordinate work among; other state agencies. 'Through the lead agencies, state participation and understanding of LA.^IDSAT use and regional data banking progressed toward more centralized operations in most participating states.
Although this was a relatively brief and modest project in this large and dynamic region, it developed several innovative procedures wothy of continu- ation: (1) a tnrw LANDSAT "lapping Systein (UMS) for LANDSAT digital interpre- tations; (2) use of cellular mapping; and compositing for combining the LANDSAT maps with other forms of data; (3) training new groups in each state; (4) def mint; the need for a ground truth manual; and (5) the need for fixed, repeti- tive ground truth sites for continual "NDSAT use.
This project marks the beginning; of state, interstate, and federal collabora- tion in these techniques which shOuld now be. converted into inure extensive opera- tional systems to meet the characteristic problems of energy, agriculture, settlefnent, and water utilization in the West.
FL I V
IIkIM1, 4 .1 1'001 StAfWAIJn TIME PALE
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^^ i n.l l I`r1.^ i e: t It• 1 1 t +t'i I1` p.10 ^..'• .wi tir..l' A 1:Ct^IOVIII. LAND 1111 :11111:1' IIAtiI 11 5 lirr..r Alir I I 1:^; ON 121:!11111: sr%'s `1; AND 111111 1 1)%I'\: A report , ► • Nr•lr,.w,w^ OfRpuel.ew Cede t'll a L\Nv a .ar .Intl :t 1 11111 11tCI, mal , l , I lll; 11 1'0 1t•Ct _ _ __ _. _ ' - . -- E A..rAeft•I Pe•larwn w+ o. ^aw,rrr•rn QfNrl Me •', Poll%, \ Itlttor, t• t .11 `_ f'lll.11 lu't)rr Nt . ^^ Pe.ler,w.w,) 11• I. n. . a.rw Ho•• r awd AJJ.e., 111 r ••• 1 U p .l he 1'etit`r.lt 1," t1I It 1 :i`1' Mt1lltlt.1111 statos, 111:. 11 t ewtlaot w (0ww/ N• :•till W. l oth 1\ ellile. Sul t t` .:(1111, I NASS•2_2338 Penner, Colorado 8U.'l1 17 1,/e wl ROt»It Owl re,.e1 1..0.94 1; ),.rwto,.wt A'Jewt ► Nen• • ewJ AJJ,1.6 - - God,lar,i Space:* F 1 1 t;11t t'i`nt er 1'iIlal Grvolll , lt, Mal'\ 1.111.1 2t1 ,,I 11 S I Jw/o..Aq A-qewe► Cede I 1:1l:Aund S:.i)n,t, I'eihtlii. 1 1 Moni tor 1oJe 902 — ------._ So//tew.ew refe Nele, Rot'.)rt reflects joint work of the 1'e.ler. ► t inn; the stat es of Ari :on.i. Color.t.i.l, Montatla, New McItilo, Utah, and Wyoming; t.OIoI- .1do 5t .11 e t l ; r:. z v and Lo s kl amos I.la .I: t IVities url,let'talten a11t1 re:-1.1ts 1'll ► . final report doscrilw- tit' 111 .1 reylt)It.i1 1.111.1 lltie 5111'\'C1 111'0 _jC%'t 111 1119 5tAtes. Pit, 1'P:` tt :'t i s i n t Ilr^e` \'t1 l ul:u` ti : 1 1 1 .tn 1 . ^t`i lit 1 \ r :; Ilrr'1,11'1 , r, 1 t lie V I na l Rv, , o I- . 1 n,I 1 t) A111te lit I i I, r • . flit, I`rt1 J ei t 1sa111't ,1 l .1n.1 lJ >c .: o ,t er :l.11tiltli.ltlt `:• f rom LANI I SAl' it`::1l l uirr t. `,t111at1f' It` tapt` 01 . ,1.1 and corl- 11111t`t: 111,1 ',' .,'•(llts With tlthc'l" Iilllltl' • t`Ill'tl` 03.11.1 11.1 t't111111t1t1`1' 111.11 1 11 111, :,`'"',` 1l lill; t0 %, fill l,Illt• ': ttl an . 11\ C \.11'1, 1 11 `. 1.111,1-1L•.e 111Jlllllnti^ natura l t'r:•.`t1:'tt• rl.l.1A ,V.`nlrnt prohl clrv., 11.11 ,1 was .ln. ► t\ e.l t1n 1 :: •1,,111 ,) ::alt 111.1p .• at 1.1 .11- 1-0 re • •t l lut i.` n, New I-ANDti.1'1' an.111 • 1'. tit l ltl,,l:';` and llllkag.vs with tether C0011 1 Uter mapping St l ttw.11't' ►.t'1'0 ,1t'\t`It`.`t`,I, S 1;111ili.iilt 1',`'•1111'• Lvl`rt` AISO .t:hle\ed 111 traIIIlt11,, .111,1 1dont 1t Icat it'll ttt I1t't`tls for Jo\t`1, 1 1 1 1ng t ho LAN11 - 1.ItU',`":.`lJtCl' 111:11`1`III ta`CIIIIIt1tIr;1CS 1111, 1 t 11 1 t`1'-1t 1, 1 11.11 tt l t l lti tt1 1' Its l` 11)' 111. 1 I ,,Ion-1^,II No I ,,; 1.AN11 SA1• 11 1- i t%: :;1i11^; was Ct111,1it,- t ,,I by Fug t•Il.` Maxwe11 l ' oloI",1. : J Statt • II IIiVersIIv; q1t1::t muItisotlt' l• t, omplttt`r 111.11 1 11 t111; WAS 11.1 Mllr.l 11)' KIC11A1. 11 V t1 1,0, I.Os AI- Itu, 1 :. Sc I vii I I1 1: Lail lr.lt,`1.', III OJCCt Ad 1::,`: V C t t t 't' w,l:: Cll• l J I-od by A Kv 1 t h I'll rnet , Co I t`1 a,lt1 SC 11001 ,1 t M i ;:, s , _ _ -- 11 A., we,Jt .` t e, tfa I+y Awt,., 1 l 1A P-ttf.l.W.ew SrJtew.ewl It• :110tt` '^t'll'•1'll;, I.A.'.11SA•I', Comptitrl l'ellul.lt Slappint„ Latul Use Multi-^.1 u:'.r Land lice Inftlrmat ion Thematic Ma11l1 inl; IJ \.,w.. + Qlrt. l (el OAte repo. , ) ^:J >.. nr+ Closed (of ,h.t peye) 171 No eI Pef,ee 111 Pnte' • lo, ulf h, the C lrwrte•ho—C Ian I rdr„I '—f-mist aml 1..Mni..,l L,lo,n,auow, Splenpheld, Yu•lllltt 2101• 1' 1 0 % I CONTENTS I N MODU ("I'l ON I 1. Object ive's **"\:cY 0 1 \ ► ITSIONS AN.' KI' ► OTI • ►ATIONS Vage 5 R" . gioll.11 Data For i' v i l f ralt-v,l Stmo Sorvict.:4 For iolial ot Illo LW I SAI, Mapping S\-.-.tom ARFAS 7 tonal Applo.lch Applo.wh Miii(i.-wmcc , Approach it, la t t• ,l At- t i v i t i ACKNOWLI'l lt: FNFNTS Page l'► - _^m n 1. It TNTRonucT i ON 1. 1 se^11!t• t 11his is the Final_Rrlol_t of .1 project to demonstrate the utility [ of sAtt'llitt' rei'lote-tioll::ed tilta ill oomllill.ltit'll with other I11Ult{N011t'oe .l.It.l .1:: all .1{d to natlll'.11 re:.t 1 l1I't't': all.i Iand tI:;e pIalill1I1t, tie,-{sI kill - Ill.l{` I I1^;. Mir: 1:,1:: .1 t,!'11Ullli'l\' ;ooporA i\'0 t'o oll,il proyeet i two IvIml, tlit- sIx Ro.'kr Momit -Iill .:t .I oti of Ar1:otia, Coloratio. )!!'11f.Itl.l, Now Mexlto, Utall, and WN- olllills;. Colorado stmo 11 111\'ersit\' (C ."L .111.1 Los A1.I11los tit'iont it it' 1..11101'.1torie s (1,M) l,t'ovitle.l tochnit'al .Illee, while the Fetiera t ion I .md it:. Earth Re::ollrt` vs Vot'llnolo^',Y Ap1 , 11t-.It toil s Com- i inittoe o{ its Nat itI%;I Kv s oLirt't`:; Cot 111t'tI ., t t , rdillated .111 partieipaitt.;. Tit is effort comhincd 1.:1\)SAI, tit rit.11 dat.1 with other t\'pes of data t rotll .l r,lt'f et \' of >;ouI,t'e,; \'I.1 .1 t'olllpllt t'1' eolilpo:: I t t' 111.11 1 1 1 I 11l, 1 1 VOt't as (: : !-c I igilre 1 . 1 1 . the prow:;S .111.1 rt1 silI t .ire dt'si t, tit' d t o dt'lllollst rate the tit llit\' and pot onttaIs of :;hell Intl 1tisolirco .111,11\'::0:: t. l t' IISt` ill soIVltlt, 1.111.1 II::t` Mid otht , r t,eograliltic- rel.Ited i, l.ltltltll^, ,11111 declSion- nuking prohlom.: . 1.: ljack,4z tilltlli Tit i:. 1, roj et' t I:. clo.1 ;cIv rt• l.1tt',i to .111.1 I. , t,ic.IIIv IoIIows pa ., t Fedora tI"ll pro`t`:t-, t 11.1t de\'!'lop Auld dt'111011!;trat 4, tht, a::e of C011111Llter:l for molt I :-ourc e m.11 1 i,ing alld 000o,rallh is analyses. The h.ti. FconomIc Dove Iopment Administrat {on (111:1) h.ts 811 011s0red rent Illlltllt, Ft-do rat i.,It el loft:; 11t tItiti area. 1 1'he Fed. , r.iti,it of Rocky Mountain State:; aIso, Sect toll 1. 0 -- Rof credo is / 'ti hl iti $rapliv of the Filial Report for a :,'loco list ing tut FR`tS reports Oil these ;uhJect . -1- F IGURF 1 . 1 SCOPE OF A RUGIO\ 11. INFORMATION sys,rrtt Other 11.1!: : c tie,: io-liconomic Local Spot 1-11161--at hat 1 1'll sic.11 llata Area Dat.1 Informat ion Rrsi.lential Soil Capability 11optl I a t i oil Area Toning Conlmerci.tI - Industri.lt Precipitation Growth Subdi%ision 1:11ings Forest Types (I 1,01111"IWA t 0 1' Composition District Boundaries Grasst.111d 1' '%pes Crop Production Fml,lov me tit Service '.ones o Cropl.tn,l rYpvs Graz- ing Lovels Occupat ion tit ► l i t ► es Marsh 1.111d Forest Surve y , Income Service Zones of Fuo Water :Areas Geological Miner:ll Vital Statistics Schools, Hospi- BrushImid Levels of Mining; Schoen Statistics talc. I:t:. Snow Fields Activity Recre.ttion Corridors Ba-o I .inds 1 1 •I1 y 1;.tine Stat ist ics Capp t t lo-ti. Etc. Etc. L-ind Assessments Sales St.tristies Planned Areas for Ft C. Ft:. All Atiove Etc. Maps, Composites, 'rabies or Other Analyses for An\' llser I The nvvJ for this type of autowatc 1 data ,n al y sis (and stcrage) f system is m. l unting, especiall y In tlw West. `any new and prosAing ►it'131.tnds are bt1 111^t Made ,in the regions resources and wa y of life. i1►'- cisionmakers from all levels of government and the private sector art , I facc ►l with Increasingl y complex problems conce rning land use, ro s"rve j m.Inaf;omcnt. onvIronme"IaI quality, and socIorconomIc devolopmenI Issues of v"t'1F;v development. urban planning, air qua!lt y . a Kri- culture production, water allocation, and so on, are compounded be- cause of intrrjurtatlietiou.11 authorit y , mixed land ownership pattorns. seasonal f luctuat ions. aid other comniott si tuat ions. Attent ion to these issues on the pact of the states. the private sector and the ma"v multistate and intrastate organinat io"s within the large Western .Irea. has crc.ltetl an ellor mO 11:1 a moun 111 11at.1 .Intl Iittormat Ion t11.1t can he us;vd to utake decisions -- at both t he pal iev and program levels. Therefore, a system that can analv:e this variet y of multisource data and show till• implications of y arlous Wintons is highly desi rable. NA1 ,, .Vtt 3 l.ANDSAT earth resources satell ite In a new. powvulul sourer y of information that can contribute substantiall to more informed 1l ►'ci- sion-making. The I.ANDSAr is continuall y circling the earth, returning to the same print ever y IS da y s. It is prollucW multinpectral data that can provide a user with Information at low cost for largo areas. This information can b y in the areas of geolog y'. land cover, land "Yv. water 11u,11 itv, crop conditions, vie. This project demonstrated the repeatable IANDSAT survcv procedures, together with composite mapping of .111 other typen of data "invisible" Lo IANDSAT but needed for resource planning. It placed remlot o senming and particulariv LAN1 1 SAr digital data into Its appropriate role in the overall process+ of producing complex surve y s of agriculture, Urip milling, urban development and water management, where numerous Orms of evidence. in addit ion to IANDSAr data. are needed on land ownership and leasing, industrial activit y . subsurface resources, etc. 1.3 Ubject Ivt_s The project was aimed of severa l 11 1 111, -ter m ob jectives of t he Fed- erat ion of Roc k y Mount, in States: (.1) improved land and water use studies through s y stematic surve y s, automated data banking and analysis; And (b) the transfer of t echnolog ies between leve ls of government; Y and (c) especially to improve the states' capacit y Lo make hotter decisions. Specific objectives were to: • encourage interstate cooperation in the use of earth resources satellite technology for solving land une planning problems; ! National Aeronautics and Space Administration. -3- e • work toward t he devo lovinont. of ,'omil at iblt' int l'r-1 ecticy. intor::t.it,' hoormat ion pto,'oduroa; 0 t0st. and .00I)t .1 1,111.1 liar' i lassifteation; • cv.11ilat,' tit% , ,'t f let llry .111,1 appl ii'.tl^i litV of tli:ing satoll it,' .1.1t.1 ill ,'ombillatit'll w ith otho: dat.1 ill a 1.1nd use inIorin.lt ion sv.,,om; and o ilrovide an institutional ^k',' ► l.ill i r: Ill 101, tIh • ,'X.'11.I111W Ot infornl. A ton ah,ltlt r,'mott' `ollsint; and gee- ilitorilia tikill KV^tc!lilri. -4- i l ► f? p ie, rI, RIPM 2.0 S1 NTURl' CONCLUSION S AND REChMl•:N11ATI uNS 2.1 Rvv` k na l Da ta Analysis Needs: • 1.1.1itionaI itivestmcntst it re rt'yuired to cont iltut` the .tv.,ign ' Ind dt`vt`lovillent. of institut i"11 ' 11 '''meehallisms for in: reasing, !., t'. ► rtl ► rt`auurrt'a tt`chnulu±;v utilicatiun. • Regional data bankitt i; and analytic svi- • ices should include a variety of nulltiautlrcr data and fornl.lt^;. should be flt`x- iblr au that num, users can be served. and should have the capacity to rapidly covt'1' 1 ' Irge areas. • A regional varth rosourcos technolog y application.-; center should be ostablished i1 ► the West t o provide for tlNer .lw.lre- neNN and edncatiun. infornut ion excham"k, and networking, teclulit .l1 . ► L :!:istanre and capacity bni l.lille anti nob i 1 ta:ltiol ut rt'::uul't't' : within the region. . 1 . ' Fo r Cent ralized State Services: • Addititnl,ll information. training, and assistance should be provided to state agencies consistent with their present Capabilities ant, heeds for multisource dma .malysts. • A systole th.lt upgrades LANDSAT products anti combines their Ilse with other illtlltlatw tlrce data should be developed to ell- C 0111'agt` ::L.lLe el forts ill Control daL.t use and null.lgemellt . • Pie systom should standartli:e procedures for using LANDSAT which will result in improved accuracy and lower cost. 1 W7 It 2. 3 For qUL rat ionsl llama• of LANDSAT: • Impr.,ved minage me tlt products such as l' ►tml^ufa`f-e1111.111aed inl.l9err .111.1 conporites of LANDSAr with hame mal l et or other data will provide ust`r y with mol'o acceptable results. • A standard traini site procedure:: manual for IANDSA1' ua. rs non-technical permotinel would help by streamlining ground truth an.i verificat ion provedurl'S. • \ :series of standard. permanotlt t r.lining Nitro in each +t.lte. and designation of a lc id : tote monitoring agenev, wruld help to take LANDSA'f u:: t' otic of the research project St-)9C .ul ►i into the 0per.lt to11.11 :it.lgk' by Supplying; itr med late. al'elll'.It ►' allti det.li led grt mid-truth dat.l to all users. 2.4 The I.ANDSAT `l.tl+pin ► S y stem (Lms): • Opt imum rise of LAM)SAT through automated digital .rllalyrlia prOCedures requires thar users llnderst.ind and suppiv Ade- gtiate intor::lltion for i LIS.-i Nele^ t toll. tratlltllt, .lata sel- ection. and signature dt-velopment . • Documentation of the LMS -.ystem and it. uSr .ire required for etf icient, continued use of the system. -6- 77 ' F n; 1.11 STUI)1' AREAS Figure 1.1 outlines the large .+turfy arras selected to represent characteristic natural resources and economic activity zones in the Rock y Mount. ► i n regie . . The Montana - W'_ominZ .irea contains some of the vast p owder River coal deposits. Energy Lit-volopments wil! significantly affect the prevailing graaiug and tarmi ng land uses. This area. part of the Great 1'1Aw. phv dographic region, is mostly rolling i;rass and brush prairies with ::c. ► t tered, wooded uplands. 1'he Utah .irea was sel ted because it i.s a rapidly urbani::ing corridor alone; the Wasatch mountain range. A major issue is the transition of agricultural and gra' ing lands to urban and industrial usc^. There is commercial timber in tho Wasatch range anti large wet- lands alone; the treat Salt Lake. 1'1► e t • apital city. Salt lake City. is in the stud y area. The Colo rad o- New Me xico area is characteristic of southern Rocky Mountain physiography. It covers part of the Rio Grande river vallov. Grazing, irrigated agriculture and forestr y are itnpottant land user:. Second home , dove iopments are inc roaring ill the stutiv area. S,mta 1'e, New Mexico's capital City. and a number of other small population cen- ters lie in the study area. The Arizona Study area covor.: tho T hoonix metropolitan area, where is mov1119 into areas of irrigatt-d agri- Widely spre: ► dint; rlrbanizat ion culture aml doset't . located in the lusin time Range physiographic region. the area has a hot desert climate. Within these large study areas, each st. ► te selected four sm.1 It r test sites. These served as foci of the detailed data collection and analysis. -7- I FT1 11I ll'^UI' K$?^ 1J^;^hit1^ Ct\t c .^• F[Gl1RFi 3. 1 ORIG TNAT. PAGE !$ F , Or lb r ► N' k'(H w QUALM J UUY AREA LOQ%TIONS U1tic:[hAU `+ 1^^• M''!• ^." ^ Vi 1:./` ^^^. rr^ R te. w ^a•^I'^i a. f ` ` 1 ^ '° ( ..,r { p^ •i'^.^^ 1 I 5 it i1 1 5 I 1 ! 1 I1 1 I 1 1I f N y 1 ---^^^111 r I 5 l• n"tomIL .M.- I + 4.0 APPROACH 4.1 Organizational A'Mroach The organisational :structure shown in Figure 4.1 was devel.•-, A and used for this extensive regional application. Project partici- pants advised by the Federation's Earth Resources Technology Applis Committee (see Figure 4.2). That group met three times alf, with several regional resource-using enterprises and agency staff memberr: from the U.S. Geological Survey, Bureau of Land Manage- ment, Bureau of Reclamation, .ind U.S. Fish and Wildlife. A key feature in this project was the State Lead Agoncy, desig- nated by state governors' offices to coordinate other interested agencies in caen state. perform training site work and i.ANDSAT veri- fication, formulate the compositc inipping projects, gather all auxil- iary data, evaluate the outputs, prepare and circulate project re- ports. and provide liaison and training for concerned state agencies. These lead agencies designated their representatives to perform managerial and technical work. Colorado State University was selected by the Earth Resources Technology Applications Committee to process the LXNDSA"r data because CSU's departments of Earth Resources and Civil Engineering have substantial skills, experience, and equipment for this project. Los Alamo, Scientific Laboratories volunteered to consult on various technical aspects and to perform computerized compo,ite map- ping, using LASL's substantial machine capacity, consistent with U%SL's policy to pursue practical applications of tho use of technology to monitor regional oncrgy resources. -9- w .r. O no v+ c v •^ ti f. «% a «+ c •.- O v+ U ^ y w >. O b V U Z7 -. M ► O ^+ ar LLl. u W •.ti L. .iJ N C U 't c^ U F' r U ,.rH •.a v^ J p n .. a a ^-+ U !1 N M ^' W x E•. u ^+ c s uxx ^• o O N Q N 7 H ro dC fl) LL ^ {n •rq V? r U a+ r^ N C 'O N vi U V n i O ' } `^ ^S C, ` O :. U V ^-r I `^ ... Cd Fes. ^ O O L) O M U C:. oL' v a a: ► o u u. ^. c 00 b L C r– C h'= rO c>- I 3 • r f ` O N H ► oz • Ln '!J V .Ur ^^ G ..ter . J W n ^ o v x ^- c WLW N } W H un C a I w W w Id W G o .-. O c O a U U w J vs L. + u ti :A U u (A 1r O u V) .. v N S^ >, c u U O u a+ :, , u N :1 t4 O G C r+ y Vl .O N •+ O O — L. rl E' V) — N :J F. V C -- O U f' O Im E•- 4, a cq v: a x c u ., ri O 0 C v U U c . O ^F— a uO U U ^ v la OD 0. Y.. L'J ^! O a v ro W T N C O O La,i C U O - rJ C1' • 4 N► •--^ +.+ of ¢ c e O . v N p► ^+ U r .. en -- All 111\ 118111 RI SO41RI't S It 01\01 do 11. 1 . 1 It , %I to\-; t'oim rrrr • Pr. A. kvith Turnrt, lolor.alo -- Ch.11rprl+on llr%ll (ront'd.l tit', louts r. c Am}+t.oll. .+r. Mr. 1 e, i tr 11. Prior +on Itr. + ;oni on I. ll.lrm+ton ^t.lte l:ACtngrAl+het thlet. CI.1„Ift—Itloll Ntlle'm I If, . lit ttt• Utrector A Re+ollrces l4• fnrr, t'.+It+rA.lo I'r}+.Illmrnt t•t •.t.11e t_unls l i t .Ih Ierartment of \Atul ► `..Ili 1.1ke Cttt, UtAh IlrlrnA. ►61111 ilm Or, t. K. ihAffiberlAln Pre,tdent. Mr. Ren al Rot•or t+, Clltrf Or. Merrill Rl.ld, turn CilioWo State University St at e I .111A Ike P 1.1,I11 1118 11 111 4-.u1 Drpaltmr11t t+f I;rot;t•al`hy tort Collins. Color.ldo lit- Irn.l, Mont .111.1 Natter+lit' .+f UTAh All take i It v, ht At% Or. CArI L. Kober Mr. Albert C. Tsms. Waini+trator llr. t;Ar y Rockwood Prole++or o[ Itorote Srn+ ► Hg Inerity 1 • Iatmink tlltlsion Color.l,to >t Atr Uni%erottt IlrlenA Mo11f.u1A S% %I emit Programmer Fort Collins. Colorado M11 r.nl of Ntls It1ra, Rr,eArc h ll+ttlrr,lt y of UtAh \1'w Mti\11'11 SAII 1.1ke t III . Ik.th tit. Robert l.. Pear,on Srnlor IM'IMn mentAl Itigmeer 1. 1'urlev Puhll, Set%to ComllAnl of ColorAdo Or. IHehA 4. 1 11. 111Ali Dr. Rlchaid l1 r11trr, Color.idn Natural Ile+out, r, I lo t tint 3tatr S; Irn,r t,h t,t•r TechnoloRr kl l • l t;.lt l.m tinter Salt l.lkt• 1'111, Utah Alhuyurryue. V ► Metleo %It. . Phi 1 t p 1 1. S; hmu; k I 1111 l i Ie n+r, 1 1 111 +1o11 of I•l.uultng h1 I M. l+rnlrr. CoIor.ldo Or. rrmil, 1. kot t Iow+l t p lrr:tor 411.1 :rat.+r t;roloRtat St.ttr N1u-r.lu of 1 1tH,• • 4 Mtn. Re, 1h'. I+An ► rl N. Miller. Jr, rlr. 11ArI 1, P. Shot mail Sot Nl ro. Vrw Mr \1.o St Ale t ; eol, • 1;t+t .Ind Plt'ector I tr,: wt1%e ill rr;tor hlo'lllig 6t• ologl;.11 SIll%ey I JIo IAd., l ie lit , of %at it rAI Re%otlr; I. t At.lm10. If oml fig lie ltrt', tolor.ldo Mr. I on L. SAnllle I y on, I l i Ir; for NatutAt Rr•.,+ut.'r+ hit l,lotl S,u1t.t Ir, \ew Itlrstco Hr. ltor rock t + t, t, ketth lrilrnor I`t e, tdrat Yte,tvin Stand.11,1 ,,•1l•,•tAtion 1. 101, 01 of lleololly ColorAdo hool of !tine+ Mr. Iton.11.1 :or. Rltrrlon, h%. 11119 Go1.len. -l"14.1a redvial '. t Air I IAtson New Motl:o rnert;l• Re,ourve, N.+A rd F1(.OI'FICIU Saw.! Iv. New Nes ► ro klt1^ i A\ k i UTNI Or. RI;hAnt V%19C1 ♦ S. tent I t I c laboratory 1'•'. t'IC,har.l Nrrhan lv A afn.++ Mrtt.o 1• . .f01' of Io Crat rY New thi I rr+l t t o1 Mom .111A Mr, il.tvt,l 1, Nlgirr !IU+oula, 'l.nit.111.9 Ulr. Ihd+. Rel. Mtn. St.1tr+ Di.trt.'t R1, h.lt.l 1, h1lrt U.S. %tool Cori+ tit al rou ti t', Lo+ Alamo% S. lrnc t t l; i st•oratory L.Alt take laity, Utah Mr, R, ltiomaa litul,las. Jr, W s Alamo,, New Mrtico A,,t,t.tnt A.Imtn ► ,trat.+r ti+,tv Rew.lt;h S Infoim.ition Div. Pr, f1.1111, Ilachln.ln 1eraltnrnt of Co.lnunttt 1tt.11r, lturrAU of Itu,lnr,+ Rr,r.tr.11 00 ,;l Rt l RS Helena. !lorltAnA 11111trt,It) 111 llt.lh S.tlt 1.1ke C11t, ;llah Or. Rohvrt 1. Stewart. Jr. t+t , Rot I , ll+lf fm ul Ptelr, t 1 rider - t'aAl ServiCr+ 1 liP 1're%1,11 • 11t for Now.li;h 11111.a of hiolol;l,al 4 , 11tan.l State University tI.S. 11+h end hildlife Srrvlte If., wim. MontAnA hrl • tlt-rat ,.f the Interior %A,hington, 11.1 —11- The rod' . I .I I I(111 ( .1 1 1 0001'.) t ll.l t l't) I IIt I :W 11111111' I , ill!: .It' t i v i t i11!& and I 1 I, 1 \'ided 1. , .- hitil'.11 .1•'•1•t. 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Ali,,Ilit- v aC\'Cll W, 1 1"1%::11, 1 1':: wove lit , Id 111 1Ildivi- %111.11 : 1 I .it4':: tII \'oIviitF, : 1 0111% 1 111 titatC .111.1 It'tit'1.11 .)};0110\' rep 10::t'11t.111\'t•:: I I I ese11t.II 1011:1 Wt' 10 91\'011 I 1 \' v 11 , i%lll:: I l l 01C0t 1 % .101 tC i1 1 al1I:• .It :1:vcI.II IN Itt`1' rCg{ on. 11 IaOt • 1 tll}; • .it1.I W,111%::I1%ol`:: .11I%t l C }'. 1 1' t t1 i:1::CInIII.I {. + 11 .111.1 4118 : tISSI%o ilK W1 I i C011t % )lilt`. -1 - ♦ I- irc.ra ^ - -+•-.^`.^..r...^_ -- - - - mot• __ ., l till, POSSIBLE INPUTS AND OUTPUTS SOC10- ECC -If POINT CCNVE%'ICIAL RE "OT E AERIAL POLVrso'I EL,LPS 5E I' sIhG rHJTC;WHT DIGITIZED CATA `_"PLE :A'A TAPES DATA c Nract. minerals hat. resource% seasonal chce Clack A whit.• micro-geolo,lr popn. eccm. c p aract. social I Clal factaf ', land uses Infrared englneerinq uroan+ plant. :ones land cover land cover legal Odrles I+oustng 1 u p tical —ult1- photo master -a, lutside proj'n to spectral lnterar'n. A dict'ny NS CrS grid pixel transfrre.: precoded pt.-to-pt. or Identlf. into CMS ocon-rited any %tat. intervol'n h1;hs peed land usPS cellular areas. In rnuttn•S scanners I nto CrS ^rtd CIS grid nto ! I^ I I f CMS map filly ^-+ l f I CZLL'.L AR KA,", i.0"PCSITE KAeS S .TISTI;AL RE, SCALE "ICROFIL' CCLAPiLD MAPS TARES PRI"; GRErT;RE OR %'EIGHTS BY EXTER'.AL fly ELT(:'IIL CIGIT AL :a1C A GREY VIA E1TERNAt By C 5 CELL PROCESSES PROCESSES ST AT PROGRAP*S at..".AEi,AT10 Br STAN-AC,, ,R LMICAL +'SI',G C°S LSI'.G C P S USING CMS CC' %UT ,ROLLSS MAYS CELLULAR DATA OR VARIOUS CELLULAR CELLLLAR a T:!,CTIC'IS Cu.PuT OUTPUT *l:o.Ipo itr N1.Lj1pLn1, Systeill w 18- 1. 5.0 AC:KN0WLF.Dk;EMEN'r5 Mat1 y people` are involved in the pollev. program and resouree manage- ment levels of a regional project Of this nature. Listed below are the principal pArtieip.luts In the project. Kov Federation leaders are listed on the last Pape. the project aclvisor y v,umittee is lititvd in Figure W. Many othorrc contributed both formall y and informally. Others are acknow- ledged in individual reports located in the appendices. FR^15: houtJas L. !latter, Project Coordinator t;eorgv Ne: , Prineihal Investigator Jauws A. p ul y t r, Fdttor Odot tc C1111e11, Word Pt'oces:c iIW' Malla};er Advisory Committee: A. K. Turner, Chairman Arizona: Mike Cantro, Load Agonev Represcrit a t i ve Arizona Roso"rees Intormation System 024 West Adams Vitoenix, Arizona 85001 Colorado: Rebee ca Vories, Lead Agvne y RvpremvIltative t'olorado Encrgv Research inst itute 1'. 0. Box 166 Wi den, Colorado 80401 Albert Melchel- Dave Vol-St eei; .James Welch Montana: Albert Tsao, Leal Agvnev Representative Vopartmvnt of Nat"ral Rvsoltrees & Conservation Energy Planning Division 3 2 So"th Ewing 11elona, Montana 59t,ol Scott Fisher Larr y Reddin _ly_ r -. Nov Mexico: Frat11, Aottlo%.sl.i, Lvatl % go nt.• \' Rt•! \1'^•^t'nt .itiCt` NOW ?I10\ 1: 0 11111' s.`:1ti Of MOWS .tlld 10101'.11 RP>J111':l•'^ Socor1't`, \ow Mexico 8,4ol N1I to itle l i s Utall: Mon.i i 1 K. R i, ,l, Lo.1.1 %gen:y Roll'o-ontatlit` e t a :1 t• 1'^ l C \' OL Utah. 1\ orm.'t ric" , lit S.11t t.tl.t• ►:i t\ Utah S•i1i: t Gary Roc kt: ootl wyor1111g Lat-r •nce M. fast rowh. . 7 r., I t`.i.l Agency rtcprv-^ontat I': t` Uni%orsity of h'%l omin,;, Volmr —tont of Geogr.t!•hy laramia, llyo ling 8,x)'1 K.i:'in Boutain Scat .• Color.Itlo stato Unirrrsity l}n : 1\.`i• ,1 I". "tt`tlL O f 1'.I rt!1 Rosourceo F". Collin{, Color.t.to S0 1 Lee `lillrr Tori Hart S: irtlt : t is Los Mamos S::rtit i ;'i: Lahor.i*orit•s Los Ale x os, \ t't. Ali`\::ll 8'544 i Ri: urtl Wi loy tl- flu I Fril MT I ', OI t. t r . Wz%lv %I % ST %I l S. FCC. fli:rfal: ^,^atf:f • .rfnrr l%olt Hrtb••an, l'lrn ORWANAL PAGt. 15 i • error Richard U Lava. %oior..Jo • [.1 t ► V • ,rrn..r Thotsas L J„arc, +k,ntanm OF i wlt «Lt\L'I i^ • ,ornol ,1 4-rrt r Apodaca, \cu %.%1.0 n • •., %erne ► lJ 11rncAlera •ro ing ftdte Vtee r te 1 ► de,tts t • ett L. 11moth1, r ►e► IJent, Maint ain sell, Colorado • n S Rice, ChilreAn. Rl.r Irua ► l.lnrs, Montana • 1 Ponnrtl, rr 'sldant, tan ► %riurltlr+, Inc.. %rr 4e.lco • ern 1. ruah, r ► c ► lJcnt, i„os•in% Intrt noun taiit Uirs.• I SaIr+. Utah C: .,.. ,.ti ,., !Ja,:•ifa.Ll 1.• w': af t • kent Prig.-, Chairper%on 1,1nlr ..t Pal ll• A.sist.int to W%rmor 'lathos.ai, 1'l.h R. komrr see .tt%r A.al,lant to Go%rrnor Law. Colorado uaith it. iatl•It" Director, Stile l orparternt of Coniq,nity Affairs, Montana %I,k Fran ► Itn %Jm1n1.1rat1%r %%Je to (:ovrrnot kp.% Ja,r., %r• 4r11c0 • f:icharJ Skamer Uffiml ► trative %rststant to Govern. Herschl•t, ayoming Itllliam G. Pruhn, Chairman of Hou-ing and Commun it y De%elop^cnt Council [atcuttvt Director, ' , t Ate :rrartls,• nt .f ior,r.-,tti %(fair • , Utah Jr(frr)' I. hatch, Chair man of Telecoruhtnicattons Council Treasurer, loranunl'atIOM$ ln%t tmrnt Corporation, Utah ,.rorgr Laci msn, Chalraun of %trt:ultural Rrsounes Council Comri•swner, State Drpart^omt of Agriculture. Montana n imat'ne F. stulcoc► • ('halroan of Mar ► et Mvrlor•rnt Council wuthrm Pittston Mana ger, Utah rower anJ light Company. Utah ra%md F. Celson, Chaitm.in of Arts and HuTanitir, Crouch 1 ►ecutt%r Pirrctor, Montana Arts Council. Montana Ro, reck, Chalnsan of \.rural Resources Council rrr•iJrnt, k ell •rn . tandarJ .•u-poratlon. Arnming Pat nilliav , Acting Chairman of H.,Aan Resources council State Coordinator, Mountain Plains Iducation and Iconosuc hr%riMment F-rolrct, Montana Chairman of Transportation Council Ito he arrointrJ) I • F. krnnrth Pas ► ettr, Jr. Assl ► tant Director, State hrfir • ent of local Affatrs. Colorado Da%tJ treii.:rnthal St.itc rlanning Coordinator's office, Ayoming Ja mie+ L. Hlgday Im%e Pre► 1Jent and 4rnrral Manager, Chpenne Light, Fuel and rarer Compan), ayoming Hugh hood Nner, Hood Corl•oratton, \r. s* %ICO Leonard H. Johnson ksst%t.nt Director of %mural Resources Activities, Awerican Fare lureau federation, Illinois %representing Utah) • Patrick F. 4v1Dy Deputy l • trrctor for Planning, office of Pudget AnJ Progras rianning, Montana ,lack R. ockey %,%ociatr State Manning Coordinator, Division of Technical rntcrs. Utah • :Imp H. Schmurk Uitrctor. Division of rianning, Colorado Ante C.•e•+itfrtt Vint% r. {tick, Clialrpersun State Re n rsentative. Colorado Rot R isomer 1 ►rruti%c %%s • •tant to Umemor Lam. Colorado Thowr. C. Stokes, Lseeutivr %tee Ptr,ldvnt, UniteJ link• of %'oluraJo, Inc., Colorado 11,*crt k. Tim.%tht. Prr%tJvnl, %contain Pell, Color.iJo Irrdcrick A. tucks, rarincr, louche Ro.% i Compan%. ColoraJa ten-officio) • k,hn Ileming kell), Partner, ILillantl A hart. Colorado Ie ► •pfttcio) t ianplull, rre-idcnt • • %olunt it% %„ ictary .0 -nunic.ilion, Intcst•icnt iorporation, Utah - lalunt-,r. itra•urrr • • .m.lcnt, ^ir,t 1.mtlan.,1 Is.:ni of Irn%cr, tolotalo ♦ A.a i.t.mt ec ►etan .ink Irgil tounuel , ILi ►t , l oloraJn I.r Pr,^^.lent ,nJ I%•..11%, ntr..m.•r rtor of I in.tnrr I • eln , mmm