Relationships between SPADs, Aerial Images, and Yield

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Relationships between SPADs, Aerial Images, and Yield. Gaylia Ostermeier 1 , Larry Hendrickson 1 , John Sawyer 2 1 John Deere Ag Management Solutions 2 Iowa State University. Trial Design. 8 fields with 12 or 16-row treatment strips typically applied the length of field Treatments were - PowerPoint PPT Presentation

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  • Relationships between SPADs, Aerial Images, and YieldGaylia Ostermeier1, Larry Hendrickson1, John Sawyer2

    1 John Deere Ag Management Solutions2 Iowa State University

  • Trial Design8 fields with 12 or 16-row treatment strips typically applied the length of fieldTreatments were0, 60, 120, and 240 lb N per acre for CS rotation0, 90, 180, and 270 lb N per acre for CC rotationSPAD readings were taken at 89 to 126 locations in each field between V10 and V14Aerial image typically taken within 3 days of SPAD readings

  • Data AnalysisExtracted yield, GNDVI, and Relative Vigor (RV) using square regions of interest at each SPAD location

  • Data AnalysisRelated yield to SPAD, GNDVI, RVDefinition of 100% for Relative LevelsSPADAverage of highest N rate for sensor and yieldsGNDVIAverage of highest N rate for sensor and yieldsRV Average GNDVI value for best representative area and average yield for those pixels

  • Target Value Definitions

  • R2 = 0.58

    Chart2

    69.292239483364.951588978783.1851048776110.8892454694

    56.236948755774.646830948794.726425221698.546457112

    57.970914659488.080567550595.87754213180.5794225453

    63.22237878188.8694175427102.9254187569106.9331342019

    59.284177724382.5828718894108.2494220627104.7260800464

    59.037011864685.157499589574.623485432593.9099278754

    51.747790489770.75585167993.05949501997.6924196632

    55.205467691476.938926808694.5887554147104.958803474

    62.854288919773.4427552465102.7699049689103.8899961213

    65.54043623172.108422882102.2774153063114.5824903097

    45.880779144786.547229100381.585033687198.5926852241

    49.0920089384.148026728294.330723756699.4593684235

    46.044869222587.323985179888.456045577297.5455656969

    52.164949465890.453894041696.980994270797.9433537417

    56.3853003386110.0587585282100.223198250189.7510500951

    0

    60

    120

    240

    Rel SPAD

    Rel Yield

    Yield vs. SPAD for Washington

    Sheet3

    Average of ChlGreen

    NrateFieldTotal

    0Birker0.1109193745

    Borts0.0552183396

    Niewohner10.251206186

    Niewohner20.0307636264

    Schechinger20.327017323

    SchechingerSeeds0.1159833543

    Stout0.0437067669

    Vos0.310496867

    0 Total0.1673771162

    60Borts0.2797128615

    Niewohner10.3283778659

    Niewohner20.0989107625

    Schechinger20.364708808

    SchechingerSeeds0.2394340685

    Stout0.2482347407

    60 Total0.269133043

    90Birker0.1326983932

    Vos0.3654192084

    90 Total0.2396241732

    120Borts0.30229198

    Niewohner10.3306745343

    Niewohner20.1271405819

    Schechinger20.3983260079

    SchechingerSeeds0.2714982184

    Stout0.3081722229

    120 Total0.2974674463

    180Birker0.1397043435

    Vos0.4232286073

    180 Total0.2743783688

    240Borts0.2938719721

    Niewohner10.3503465193

    Niewohner20.173641962

    Schechinger20.4110592152

    SchechingerSeeds0.3588271417

    Stout0.3324195585

    240 Total0.3297691183

    270Birker0.1341235858

    Vos0.3343821691

    270 Total0.2292464129

    Grand Total0.2554029223

    Data-Outliers

    FieldImage 1 RedImage 1GreenImage 1 BlueImage 1 NIRImage 1 GNDVIImage 2 RedImage 2 GreenImage 2 BlueImage 2 NIRImage 2 GNDVIImage 3 RedImage 3 GreenImage 3 BlueImage 3 NIRImage 3 GNDVIYieldSITESTRIPSTRIPPOINTSPADrspadNrateRelSpadRelYieldImage 1 Rel GNDVINrateGNDVI90Yield90GNDVI95Yield95ChlGreenRel ChlGreenField90% GNDVI90% Yield95% GNDVI95% Yield

    Birker51.283950617375.135802469133.493827160584.9382716049107.538460248846.358024691443.296296296345.086419753168.2345679012122.925925925965.296296296350.333333333351.407407407477.1358024691121.5555555556204.6125113405Benton062-12-153.90.951095.866858643290.7711850295100.3401572605097.673442551190.737255583497.144047198590.65685039450.130463358597.2710040207Birker110.1225.5110.7225.7

    Birker51.851851851973.12345679013482.5308641975106.863335315146.543209876543.135802469145.333333333367.975308642122.888888888963.592592592648.259259259350.827160493873.4444444444121.1234567901219.0061381776Benton062-22-256.61.0140100.669094604997.156554899199.7102231713097.060250059197.120238659796.534178243197.03417730510.128651021495.9197598862Borts117.3180.0118.3179.0

    Birker52.629629629674.382716049434.02469135878.0740740741103.326558619447.580246913643.888888888945.95061728466.4444444444120.95061728462.03703703748.395061728450.395061728470.2839506173118.8888888889214.1610734728Benton062-32-352.30.942093.021089184495.007164024196.4101877326093.847918818794.971651207493.339258012194.8874937850.04962655637.0006182908Nieh 1117.2204.7118.1203.9

    Birker52.802469135875.839506172834.506172839582.5185185185105.252558201948.296296296345.135802469147.01234567966.6790123457119.703703703763.271604938349.222222222250.666666666773.8518518519120.5061728395229.8121530038Benton062-42-453.60.913095.3332768697101.950371097498.2072666618095.5972372406101.912262972995.0790950334101.8219552520.088067719465.6616200915Nieh 2109.1113.2110.1109.8

    Birker53.876543209978.592592592635.555555555684.4074074074104.568644299950.135802469147.308641975348.765432098866.3086419753117.209876543267.209876543253.283950617351.320987654375.3209876543117.6419753086185.4824346848Benton062-52-550.90.867090.531040907982.284608542297.5691319115094.976062034482.253851301594.461286630582.1809635290.073986804955.1631575196Sch 2120.1226.3121.1227.0

    Birker53.123456790176.728395061735.061728395187.1604938272106.958923151549.456790123547.111111111148.493827160567.049382716117.95061728463.098765432148.222222222250.111111111176.9259259259123.4444444444224.665894685Benton062-62-651.70.956091.953925637399.667363264699.7994126437097.147069165799.630108507796.620526785499.54182307710.1359613837101.3702272772Sch Seeds120.2192.3122.1196.7

    Birker52.567901234675.802469135834.407407407485.1604938272106.874495800650.728395061747.074074074149.061728395167.5185185185118.358024691463.333333333347.370370370449.296296296375.0864197531123.0740740741224.9577484131Benton062-72-7551.015097.823325146199.796836817399.7206366073097.070386739999.759533664396.544259982599.67113354590.123452768792.044041323Stout117.1177.5118.3179.8

    Birker50.802469135871.098765432133.259259259383.5061728395108.851243666745.358024691442.172839506244.481481481567.037037037123.246913580262.370370370448.086419753149.839506172876.2592592593123.0987654321207.8554508539Benton0611-111-1510.869090.708901499192.2098334322101.5650668817098.865798062492.175366232398.329940078392.09368668760.1745094634130.1109438873Vos121.8194.3123.1195.4

    Birker50.432098765471.308641975333.469135802584.3209876543109.405313091545.172839506242.296296296344.358024691465.1728395062121.802469135861.456790123547.827160493849.111111111175.9382716049123.2098765432214.7822282579Benton0611-111-1510.869090.708901499195.2827236933102.0820485559099.369040046895.247107874998.830454463995.16270636150.1824792244136.0530463752

    Birker50.938271604972.604938271634.345679012385.3827160494109.063439545846.333333333342.96296296344.419753086465.2962962963121.148148148164.185185185248.641975308651.111111111179.1604938272124.3827160494219.4411298964Benton0611-211-251.10.869090.886762090397.3495280147101.7630590031099.058528197897.313139643698.52162560697.22690735330.1759904778131.2151600866

    Birker50.555555555671.333333333333.703703703783.4444444444108.887697949846.95061728443.98765432146.333333333365.1728395062119.98765432162.98765432147.802469135849.666666666777.7777777778124.3456790123222.454510159Benton0611-311-350.60.855089.997459134498.68633824101.5990810241098.898908219698.649450181498.362870776798.56203374340.1697819315126.5861857648

    Birker50.765432098872.259259259333.432098765484.2098765432108.513522489647.901234567944.839506172847.283950617365.975308642119.617283950664.01234567949.370370370449.395061728480.7407407407124.6419753086215.838552216Benton0611-411-451.60.899091.776065046295.751335201101.2499517504098.559057665495.715544219998.024862230995.63072761010.1653852725123.3081202937

    Birker51.95061728472.901234567934.382716049483.6666666667107.761138539349.259259259346.530864197548.432098765467.0740740741118.592592592665.456790123549.814814814849.728395061776.8024691358121.7901234568196.1942230978Benton0611-511-549.50.846088.040992631587.0366235664100.5479301321097.875693496187.004090065597.345201932586.92699295430.1476714649110.1010415051

    Birker51.370370370473.456790123534.01234567983.8148148148107.45260365847.888888888945.617283950648.679012345767.4814814815119.851851851962.493827160548.790123456847.753086419871.5802469136119.4567901235180.7254320309Benton0611-611-649.60.864088.218853222780.1742841771100.2600476533097.595461996480.144315756597.066489302780.0732973110.1410084034105.1331893115

    Birker52.185185185275.246913580234.95061728481.7283950617105.173571268750.123456790147.580246913649.185185185265.3209876543116.271604938363.382716049449.864197530948.679012345770.3950617284117.5432098765199.4014485677Benton0611-711-748.90.881086.973829084488.459428333698.1335668778095.525496156988.426363001295.007742790288.34800556830.086136177264.2214989155

    Birker51.641975308673.888888888934.246913580281.5679012346105.976483662947.03703703744.370370370445.530864197565.9135802469120.074074074162.864197530949.234567901249.111111111175.7777777778121.6790123457206.3452909493Benton0616-116-150.60.927089.997459134491.53988904298.882734717096.25475355491.505672261395.733047572691.42458615390.103926482977.4856131833

    Birker51.320987654373.506172839534.03703703781.5308641975106.215735353147.666666666744.839506172846.086419753165.1975308642119.074074074163.851851851948.567901234649.506172839577.049382716123.1851851852224.1866048177Benton0616-216-252.20.956092.843228593299.454738391799.1059716144096.472057541499.417563112195.949173760799.32946602470.109170305781.3953079414

    Birker52.96296296376.679012345735.728395061780.6543209877103.279555144150.185185185247.543209876548.592592592665.1481481481116.246913580268.530864197554.04938271649.753086419878.037037037118.6913580247164.3384785593Benton0616-316-348.60.882086.440247310972.904625171996.3663305294093.805227197272.87737408493.296797781572.81279510830.051843503538.6535322298

    Birker51.271604938371.790123456833.358024691477.9259259259105.294505178250.802469135847.469135802548.876543209966.0617283951116.96296296360.96296296346.98765432148.333333333371.8395061728121.3580246914205.3573811849Benton0616-416-452.50.958093.376810366791.101627767498.2464058329095.6353362291.067574804895.116987514290.98687690960.085468615663.7237776972

    Birker51.580246913673.469135802532.913580246973.8641975309101.566594724351.580246913648.827160493849.753086419866.4814814815115.703703703762.419753086449.703703703749.061728395167.3086419753115.5555555556188.5941874186Benton0616-516-549.10.908087.329550266883.665059235694.7680305583092.249404835983.63378599591.749408061783.55967541810.00537724754.0091736958

    Birker51.345679012374.604938271633.827160493877.4691358025103.313503406750.407407407448.172839506249.95061728466.0617283951116.172839506262.97530864249.814814814848.592592592668.4938271605116.2592592593180.6728786892Benton0616-616-650.20.923089.286016769780.150970211396.3980063968093.836061223180.121010505293.327464685380.05001271120.038391527428.6239941771

    Birker51.580246913673.691358024733.530864197579.0617283951104.378539191449.765432098847.03703703749.271604938365.8641975309117.086419753161.691358024748.234567901248.728395061771.1481481481119.7160493827190.5627322727Benton0616-716-750.20.931089.286016769784.538354558797.3917518705094.803396177484.506754888194.289556631884.43187074550.072876528754.33535668

    Birker51.851851851972.864197530933.086419753185108.666762269647.308641975343.382716049445.96296296367.950617284122.580246913665.777777777850.123456790151.419753086476.987654321121.6543209877233.5456593831Benton061-11-159.11.04290105.1156093843103.6066471293101.39293411779098.6982400269103.567919903898.1632902164103.47614505230.1665537106124.1792855626

    Birker52.222222222272.111111111133.925925925980.4567901235105.520937695947.543209876543.444444444446.160493827266.2592592593121.382716049465.209876543248.506172839551.518518518573.975308642121.3456790123234.6765379729Benton061-21-256.11.0059099.779791649104.108332920998.45768163499095.840996999104.069418169895.3215336006103.97719892460.115733607386.2887810345

    Birker53.654320987774.209876543234.543209876580.4938271605104.957959210448.444444444444.160493827246.567901234668.5555555556122.234567901263.419753086448.864197530951.691358024772.6049382716120.049382716229.7913247568Benton061-31-354.70.9869097.2897433726101.941131170497.9323872469095.3296632247101.903026499794.8129712831101.81272696360.084678090263.134376902

    Birker53.03703703773.777777777833.876543209981.2469135802105.782517138848.518518518544.703703703746.901234567966.432098765412065.456790123550.567901234651.938271604977.012345679121.2716049383241.0724012587Benton061-41-457.50.9890102.2698399255106.945696510998.70175173219096.0785805076106.90572117995.5578293937106.81098859490.101238286575.4813449715

    Birker54.01234567975.320987654334.518518518581.8395061728105.119305551850.160493827246.469135802548.160493827265.6666666667117.617283950665.876543209951.061728395152.320987654375.4938271605119.8765432099229.8029361301Benton061-51-555.60.9479098.8904886931101.946282263698.08293354579095.4762084939101.908175667494.958722269101.81787156850.086543189664.5249596709

    Birker53.407407407475.49382716053585.9382716049107.425988750749.888888888946.753086419848.345679012367.2592592593118.456790123566.02469135850.04938271651.839506172881.037037037124.1481481481230.7718607585Benton061-61-6561.0359099.6019310578102.3761212609100.23521426829097.5712886019102.337853994997.0424469293102.24716914420.1383483238103.1498844724

    Birker53.345679012374.716049382734.530864197584.9135802469107.311013115850.604938271646.530864197548.679012345767.1111111111118.617283950664.518518518548.185185185250.419753086476.7777777778123.3333333333238.743246573Benton061-71-759.11.0990105.1156093843105.9124257223100.12793475859097.4668602323105.872836617796.9385845671105.77901930570.136483807101.7597361424

    Birker51.432098765471.97530864234.04938271683.8024691358108.563945252246.777777777843.407407407444.925925925965.4197530864120.753086419864.716049382748.666666666750.259259259378123.6913580247218.8986087375Benton069-29-257.30.97490101.914118743197.1088521725101.2969993649098.604854906697.072553763998.070411248696.98653466440.16432247122.5157149008

    Birker50.938271604970.864197530933.567901234683.1481481481108.937046945847.308641975344.135802469146.358024691466.6296296296120.888888888963.679012345748.074074074149.333333333377.5061728395123.8765432099232.295795582Benton069-39-357.10.96590101.5583975608103.0521765468101.64512674599098.943730196103.013656577498.4074498156102.92237287640.1733449477129.242703073

    Birker50.395061728469.197530864232.666666666778.5802469136107.334473692347.185185185244.172839506246.691358024765.5925925926120.123456790162.01234567948.259259259349.395061728477.3086419753123.5802469136228.637192526Benton069-49-457.81.00790102.803421699101.4291294869100.14982495439097.4881686579101.391216197896.9597774999101.30137019320.1355932203101.0957316262

    Birker51.753086419873.03703703733.827160493883.2345679012107.572457207649.320987654346.308641975348.506172839567.1234567901118.839506172864.259259259348.135802469149.827160493878.3580246914124.4197530864223.7893656036Benton069-59-5570.97490101.380536969699.2785132236100.37187856469097.704320806299.241403815397.174758091899.15346282840.1396213658104.0990404215

    Birker52.604938271672.666666666733.851851851982.8641975309107.742546364148.123456790145.753086419848.666666666767.3950617284119.666666666761.172839506246.283950617348.777777777874.4320987654123.7654320988221.4785642271Benton069-69-657.71.00590102.625561107898.2533844182100.53058246159097.858806870298.216658193897.32840683398.12962526680.1403329935104.6296165705

    Birker53.469135802574.469135802534.518518518582.1975308642106.073186709650.098765432146.666666666749.283950617366.1604938272117.765432098861.358024691446.592592592648.320987654372.9135802469122.6543209877214.1481204563Benton069-79-756.61.0290100.669094604995.001417744798.97296475089096.342585567394.96590707695.820403531794.88175474360.103779840877.3762796726

    Birker51.419753086472.802469135834.111111111184.6913580247108.0448648948.382716049445.283950617346.617283950665.987654321119.123456790162.01234567948.345679012348.617283950676.7777777778123.1234567901218.0255381266Benton0618-118-152.80.9679093.910392140396.7215363947100.81266468929098.133392270796.685382761397.601503965796.59970674640.1633033746121.755896723

    Birker51.308641975371.271604938333.01234567982.6172839506108.381582377949.271604938345.938271604947.148148148166.8765432099119.04938271662.97530864247.679012345748.876543209979.4567901235125.4814814815227.7448997969Benton0618-218-252.70.9659093.7325315491101.0332863007101.12684331529098.4392210517100.995520974297.9056751381100.90602560780.1591893296118.6885428829

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    Borts39.716049382745.074074074153.580246913655.8518518519111.172839506276.740740740769.617283950666.222222222288.9259259259112.604938271649.407407407448.580246913658.716049382755.2839506173106.7283950617160.1604410807Jasper065-15-157.6124098.45218877689.470710381397.955557704324094.776504267888.978022822693.975350385689.4751067490.239112571981.3662392502

    Borts38.222222222244.03703703752.925925925957.8148148148114.02469135876.493827160568.370370370466.444444444488113.02469135849.222222222248.716049382758.469135802554.3333333333105.7283950617186.3571726481Jasper065-25-258.71240100.3323521033104.1050368553100.468354353924097.2077505184103.531762582396.386045104104.11015231740.3128679563106.4640339952

    Borts38.96296296344.691358024752.888888888958.7283950617114.03703703777.96296296369.358024691465.691358024788.5925925926112.654320987749.765432098850.04938271658.641975308655.012345679104.975308642178.5235951742Jasper065-35-357.3124097.939416959599.7289516204100.479232261524097.218275393999.179775096896.396481011999.73385205260.3140883978106.879331009

    Borts39.123456790144.96296296353.641975308658.7777777778113.814814814876.074074074168.740740740765.753086419888.8024691358113.209876543249.296296296349.95061728458.901234567956.9259259259106.975308642186.8920406765Jasper065-45-459.51240101.6997436141104.4038311277100.283429925124097.0288276341103.82891148796.2086346702104.40896127180.3072487644104.5519115799

    Borts39.01234567944.432098765453.234567901260.6666666667116.135802469177.728395061769.222222222266.308641975388.2962962963112.617283950650.111111111150.493827160559.716049382756.1234567901105.6296296296186.1983574761Jasper065-55-557.2124097.7684930206104.016317655102.32847654924099.0075042363103.443531931298.1705853501104.02142875760.365379272124.3328070467

    Borts394553.716049382754.6296296296110.333333333379.074074074169.222222222265.98765432190.7530864198113.97530864249.259259259348.888888888957.97530864255.2716049383106.4814814815188.7287258572Jasper068-18-157.6124098.452188776105.429861817697.215859989224094.0608127309104.849292142993.2657086503105.43504237830.213991769572.8180261721

    Borts40.160493827245.888888888954.358024691457.5925925926111.740740740781.197530864271.358024691467.111111111192.5802469136113.370370370451.259259259350.617283950658.679012345755.4814814815104.8888888889161.4195946587Jasper068-28-258.71240100.332352103390.174113570998.455941452724095.260648542889.677552588294.455402147790.17854450210.255044390686.787586045

    Borts38.395061728444.209876543253.333333333358.3703703704114.259259259377.432098765469.148148148166.296296296390.6790123457113.97530864249.913580246949.432098765458.407407407454.0617283951104.6790123457195.4726918538Jasper068-38-360.31240103.0671351249109.1972554664100.675034597824097.4077231537108.595939918896.5843273536109.20262114740.3203015917108.9935829738

    Borts37.271604938343.913580246952.925925925960.5432098765116.506172839576.938271604969.283950617365.506172839590.2469135802113.703703703751.172839506251.271604938359.814814814857.2962962963106.037037037189.3275534547Jasper068-48-457.2124097.7684930206105.7643859372102.654813776324099.3232505026105.181974141598.4836625862105.76958293560.3786899072128.8622064006

    Borts37.246913580243.95061728452.753086419862.5432098765117.864197530976.765432098868.172839506265.629629629691.1728395062114.925925925950.345679012350.728395061759.97530864258.3827160494107.5802469136231.8111662688Jasper068-58-557.2124097.7684930206129.497081679103.8513836094240100.4809868123128.783981260499.6316124521129.50344484290.4230337079143.9517027977

    Borts38.777777777844.530864197552.96296296359.4691358025114.888888888979.074074074168.135802469165.740740740792.6049382716115.617283950650.765432098849.481481481558.333333333358.1975308642108.6543209877181.0543467204Jasper0615-115-159.41240101.5288196752101.1427098313101.229807884124097.9444918064100.58574817897.116558655101.14767973210.3354588301114.1513522605

    Borts47.098765432151.765432098858.555555555656.2592592593104.604938271684.493827160570.234567901267.098765432185.7407407407110.419753086451.02469135850.01234567958.555555555656.0864197531106.0864197531147.6390397814Jasper0615-215-258.4124099.819580286882.475857834392.168510874924089.177270478882.021688767488.423447397882.47991049240.086811352329.5405348244

    Borts42.358024691447.96296296355.864197530959.4320987654111.296296296381.333333333369.456790123567.123456790190.0987654321113.395061728451.37037037045058.864197530956.3333333333106.3456790123203.8411933051Jasper0615-315-357.7124098.6231127148113.872166228598.0643367824094.8817530233113.245107391794.0797094643113.8777616230.239124839181.3704135941

    Borts42.123456790147.753086419855.592592592660.1851851852111.97530864279.876543209968.629629629666.925925925988.987654321113.333333333352.493827160550.716049382758.839506172855.6543209877105.0864197531169.2464904785Jasper0615-415-458.71240100.332352103394.546466221498.662621696624095.460621178294.025828043694.653684397394.55111199920.260341261688.5900277541

    Borts40.716049382746.753086419854.395061728462.4197530864114.851851851980.876543209969.345679012367.296296296387.8641975309112.197530864248.753086419847.506172839557.814814814854.1481481481106.9135802469190.5457277651Jasper0615-515-5591240100.8451239199106.4448968061101.197174161324097.9129171798105.858737647397.0852509314106.45012724310.3350937417114.0271184651

    Borts42.382716049448.777777777856.02469135864.1604938272114.209876543281.382716049469.432098765467.333333333389.3580246914113.01234567954.358024691452.901234567960.259259259355.3950617284102.8888888889171.9418267144Jasper0615-615-658.3124099.648656347996.0521666685100.631522967524097.365623651595.523237063696.542583722196.05688643260.3153631992107.3131258316

    Niewohner170.3674.6474.9699.24114.4867.6872.5270.3669.7698.5669.6867.8467.0869.04101.4193.0281951904MononaIrrigated063-13-141.20.825651303085.15748031594.127203418999.2683128252097.679180887494.298092423396.934801016194.66807022580.329581993694.0731462819

    Niewohner171.7675.4477.2898.76113.866.869.0869.3270.2101.3666.266.0865.9667.68101.64191.7194665527MononaIrrigated063-23-243.90.908902692090.738188976493.489022211398.6786687588097.098976109293.658752590596.359017781594.02622194840.309119830388.2325963935

    Niewohner174.4477.248090.96108.5665.767068.6869.6100.2870.267.867.3268.32101.08166.671862793MononaIrrigated063-33-340.70.834016393084.12401574881.274946998594.134940953092.627986348181.422502585791.922099915381.74196311570.177628171950.7007097717

    Niewohner174.0476.1677.8496.0411262.266.2868.4466.68100.865.6863.1265.7267.92104.24193.7901715088MononaIrrigated063-43-442.40.883333333087.637795275694.49876934497.1178462301095.563139931794.670332930594.834885690195.04177121570.261029411874.5060668239

    Niewohner175.2476.5678.8492.8109.9662.8865.526865.72100.6867.5264.666.866.84102.24192.1447149658MononaIrrigated063-53-5410.852390852084.744094488293.696387999795.3489140309093.822525597393.866494853893.107535986594.23477928680.212121212160.5461166166

    Niewohner177.8478.3280.3691.64108.3262.5265.5667.3665.36100.4867.7264.6868.1667.24102.48193.0903143311MononaIrrigated063-63-640.10.855010661082.883858267794.157494853693.9268312825092.423208191194.328438852591.718882303194.6985357190.170071501548.543796549

    Niewohner175.4876.4479.2892.56110.0463.867.4467.1666.72100.0868.9265.8466.869.04102.88181.713729248MononaIrrigated063-73-738.70.801242236079.990157480388.609879712495.4182839211093.890784982988.770751953193.175275190589.11904328010.210884353760.1930780358

    Niewohner169.8874.1675.8895.8113.1266.0470.4470.6468.7699.3266.8465.086667.08102.08191.1327774048MononaIrrigated067-17-144.80.971800434092.598425196993.202932354298.0890246924096.518771331193.37214333495.78323454793.73848818280.291801510283.2893989795

    Niewohner172.1275.7676.894.24111.2464.1667.5670.667.88100.7266.3664.3666.3667.04102.52192.2906715393MononaIrrigated067-27-239.40.817427386081.43700787493.767561457496.4588322735094.914675767993.937797527894.191363251594.30636171620.243928194369.6248373764

    Niewohner174.7276.4877.695.72111.6866.3270.3670.3269.68100.1669.4866.9267.2469.48102.48187.8913933249MononaIrrigated067-37-340.10.835416667082.883858267791.622321716896.8403666694095.290102389191.788663080194.563928873892.14879515690.251569037771.8057762295

    Niewohner178.476.6879.7291.32109.0863.7265.1670.5268.68103.0866.966366.6869.2105.16193.3093213533MononaIrrigated067-47-438.60.767395626079.783464566994.264290228994.5858452391093.071672354994.435428115992.362404741794.8059447540.190923317754.4955657274

    Niewohner174.6875.8877.6891.48109.8863.4465.668.7666.68101.3666.6462.8466.867.68104.24192.2011228863MononaIrrigated067-57-538.70.82869379079.990157480393.723894446695.2795441407093.754266211693.89405123993.039796782494.26244378920.205587770258.68126522

    Niewohner176.4878.5277.6498.44111.6863.5667.668.0466.8899.8865.0461.3665.9664.8103.2183.6280502319MononaIrrigated067-67-638.50.760869565079.576771653589.543368628396.8403666694095.290102389189.705935628794.563928873890.05789614120.253693326572.4121156013

    Niewohner175.3276.1278.3289.36108.464.4867.3667.5664.7698.6468.4864.8467.2866.08101.52175.8678582233MononaIrrigated067-77-738.10.795407098078.7585.759231440293.9962011727092.491467576885.914928296791.786621507286.25201482260.173935890749.6468156898

    Niewohner168.27273.8496.12114.8466.2469.871.2868.899.867.264.1666.7668.04103.48199.0796508789MononaIrrigated0618-118-147.20.995780591097.559055118197.078101861599.5804773309097.986348122997.254348255597.239627434497.63592490380.33595.6196170281

    Niewohner168.9672.8874.2494113.1263.0868.7670.666.699.0464.8461.9666.2865.68103.44194.8603827435MononaIrrigated0618-218-245.50.921052632094.045275590695.02064124298.0890246924096.518771331195.193152292995.78323454795.56664185560.28979143882.7156606498

    Niewohner168.3670.3673.9290.2112.8463.2867.7668.6466.6899.6867.7664.9267.867102190.7432411194MononaIrrigated0618-318-345.80.948240166094.665354330793.012981030697.8462300768096.279863481293.181847151695.546147332893.54744537490.281978396880.4855710859

    Niewohner16668.1672.694.4116.6463.1665.268.8872.08105.5665.7662.2466.8468.92105.56206.2388000488MononaIrrigated0618-418-445.30.902390438093.6318897638100.569149838101.1412998596099.5221843003100.751734269198.7637595258101.14703288320.3849765258109.8845013847

    Niewohner169.0470.0873.6487.48111.4860.3264.1667.4466.96102.7267.4862.6867.2468.56105.04200.8702191805MononaIrrigated0618-518-546.80.943548387096.732283464697.951244702696.666941944095.119453924998.129076297294.394580863798.5140849340.248287671270.869170257

    Niewohner167.67073.8887.24111.3660.3263.466.3664.56101.4865.4462.867.0466.32103.4191.9632398817MononaIrrigated0618-618-644.90.94129979092.805118110293.607894491696.5628871088095.017064846493.777840684894.292972057694.14577728380.246285714370.297748297

    Niewohner168.6469.5274.2883.92109.886164.465.8865.24101.1266.9263.666.5666102.36190.4618690892MononaIrrigated0618-718-744.60.942917548092.185039370192.875774327295.2795441407093.754266211693.044391347993.039796782493.40945026450.207134637559.1227901862

    Niewohner168.672.3675.04100.08116.5264.2466.6469.9269.24102.466.4862.6466.1269.44105.64205.8062937419MononaIrrigated065-15-145.40.916093.8385826772100.3582448502101.03724502446099.4197952218100.54044638198.6621507197100.93491600880.3830845771109.3444792628

    Niewohner169.167376.04100.44116.2863.1665.7270.4868.64102.7664.4861.9265.666.12103.8214.2907124837MononaIrrigated065-25-246.70.9676096.5255905512104.4955399641100.82913535396099.2150170648104.68525280198.4589331075105.09598454330.375890411107.2910362401

    Niewohner170.472.876.1698.64115.5263.2465.6869.5669.04102.9667.1663.666.9267.68103.6208.7925557454MononaIrrigated065-35-347.80.986098.7992125984101.8144491669100.17012139736098.566552901101.999294453197.8154106689102.39948785950.3549450549101.3125678205

    Niewohner172.7674.277.2898.12114.2863.1264.1669.1668.92103.9665.0861.1665.5267.56105.4205.9874043184MononaIrrigated065-45-445.60.956094.2519685039100.446560611999.09488809986097.5085324232100.628922480996.7654530059101.0237392440.322371967792.0151763814

    Niewohner173.2473.8878.0493.28112.0862.86468.0468.2103.867.5662.6466.4467.52104.24201.9797780355MononaIrrigated065-55-543.30.96089.498031496198.492303856997.18721612026095.631399317498.671117750694.902624894299.05825308260.262587980574.9509317386

    Niewohner174.4474.647894.24112.0862.6464.4467.2468.12103.467.1663.2866.2468.84104.76195.7791169819MononaIrrigated065-65-644.70.9536092.391732283595.468647733897.18721612026095.631399317495.641972145594.902624894296.01722264930.262593783574.9525880945

    Niewohner172.2871.877.4490.88112.2862.664.9265.9666.8101.9268.4862.8467.2468.36104.84189.5727619844MononaIrrigated065-75-744.60.9236092.185039370192.442215047397.36064084576095.802047781692.610044936295.071972904392.97339969810.265738161675.8500932481

    Niewohner167.671.8874.3699.16116.463.866.0470.270.28103.663.8860.0466.1666.52105.56214.0696685791MononaIrrigated0610-110-144.80.9726092.5984251969104.3877513349100.93319018916099.3174061433104.577268480398.5605419136104.98757654690.3795214246108.3274426086

    Niewohner170.0472.8875.7696.04114.1662.7264.5269.4869.6104.2463.0860.9665.6464.76103.6209.6883258057MononaIrrigated0610-210-242.20.8766087.2244094488102.251257533698.99083326456097.4061433447102.436895850396.6638441998102.83880618230.317782656490.705241508

    Niewohner169.5272.275.3698.24115.663.665.669.8470.8104.2866.1262.466.6468.32105.08198.0354156494MononaIrrigated0610-310-341.20.8586085.15748031596.5688967593100.23949128756098.634812286796.744218685697.88314987397.12379384470.3606648199102.9451700257

    Niewohner170.2471.9675.9694.96114.2462.1264.4469.3669.44104.286662.4866.4869.56105.76199.346817627MononaIrrigated0610-410-441.60.8276085.984251968597.208381579599.06020315476097.474402730497.384864497896.731583403997.76695322560.319622012291.2302519495

    Niewohner171.6472.7276.7693.08112.6861.9264.0468.2466.68102.5666.7262.4467.7268.28104.92198.4881365967MononaIrrigated0610-510-5400.8576082.677165354396.789659102697.70749029656096.143344709996.965381825495.410668924697.34582471640.279977997879.9145938087

    Niewohner169.8870.7275.9694.76114.9661.6863.267.7267.24103.7266.8862.9666.6867.76104.2184.2122076416MononaIrrigated0610-610-640.70.8046084.12401574889.828223922599.68453216626098.088737201489.991308080997.341236240590.34438824990.339932126797.0274022994

    Niewohner170.6872.0477.0490111.6861.7263.5266.663.2100.3665.5661.1666.3663.52102.36194.0223974609MononaIrrigated0610-710-739.30.826081.230314960694.612010725296.84036666946095.290102389194.783779902894.563928873895.15566329620.249305941171.1598167612

    Niewohner166.9271.0473.9297.64116.264.7666.727169.44102.4862.1258.5664.7262103.32212.2409594727MononaIrrigated0614-114-1481.0136099.2125984252103.4960097223100.75976546376099.1467576792103.683907900798.3911939035104.09071087430.3744369369106.8761686898

    Niewohner167.6870.674.5695.52115.4863.46669.8470.32103.665.1262.6466.5268.32104.88198.6409053802MononaIrrigated0614-214-245.50.9216094.045275590696.8641544288100.13543645226098.532423208297.040012398897.781541066997.42074810210.3529745042100.7501102

    Niewohner167.3670.5274.5298.52117.0461.7264.46971.08105.465.7662.3267.268.04104.8196.1454544067MononaIrrigated0614-314-346.50.9636096.112204724495.6472864931101.48814931046099.863481228795.820935225699.102455546196.19688788950.3970504821113.3307911712

    Niewohner16871.2875.16100.48117.4461.4863.2868.7269.2105.0466.4862.667.1268.68105.16201.6133022308MononaIrrigated0614-414-445.50.9066094.045275590698.3135976188101.834998761360100.20477815798.492087069399.441151566598.87851997590.4096520763116.9276855294

    Niewohner169.1270.675.2893.2114.2860.4462.3267.2466.08103.4865.8460.8466.5267.4105.52198.662109375MononaIrrigated0614-514-548.30.9746099.832677165496.874494227799.09488809986097.508532423297.050370969796.765453005997.43114731490.320113314491.3704851734

    Niewohner169.1270.6876.2892.6113.9261.5263.3667.4867.92104.0466.5662.1666.7267.28104.48200.8762650263MononaIrrigated0614-614-647.81.0026098.799212598497.954192865498.7827235946097.201365187798.132029812596.460626587698.51705003740.310130164188.5209776776

    Niewohner168.6871.447689.84111.8859.261.1665.2462.44101.5666.1662.0465.865.48103.2188.146227417MononaIrrigated0614-714-746.20.9776095.492125984391.746587606597.01379139486095.460750853291.91315457694.73327688492.27377509420.257558790673.5154415486

    Niewohner167.2470.8874.5299.84117.446365.669.4469.0810364.460.3265.666.76105.52201.6879064941MononaIrrigated066-16-148.10.96412099.419291338698.3499772299101.8349987613120100.20477815798.52853272899.441151566598.91510862880.4085778781116.6210753147

    Niewohner169.5272.5675.8498.16115.4463.264.1668.7269.44104.4465.6863.1665.7667.44103.8206.3136340332MononaIrrigated066-26-250.81.052120105100.605641469100.100751507112098.4982935154100.788292151197.7476714649101.18373419970.3528114664100.7035740229

    Niewohner171.672.4476.36100.64116.7263.7665.2869.7269.52103.668.464.0466.868.68104208.8471966553MononaIrrigated066-36-345.70.93612094.4586614173101.8410939585101.210669749812099.590443686102.025987618698.8314987299102.42628575540.3892876864111.1150432346

    Niewohner170.9273.276.8499.4115.5661.0862.6868.1667.8104.4866.2862.9266.0868.16104.48199.1903869629MononaIrrigated066-46-450.21.046120103.759842519797.1321005941100.204806342412098.600682593997.308445023497.84928027197.690233920.3579234973102.162709654

    Niewohner17272.876.5295.6411462.263.4867.0468.68104.4866.8861.5666.7668.12105.52198.1833794912MononaIrrigated066-56-547.50.98812098.179133858396.641049030298.852093484212097.269624573496.816501949896.528365791797.19636071170.313736263789.5502727949

    Niewohner172.9273.527891.28111.260.662.7666.4865.44102.666.6462.9266.7265.68102.64203.3751539147MononaIrrigated066-66-646.70.99612096.525590551299.17273724796.424147328412094.880546075199.352786475294.157493649499.7425963290.241566920668.9508550184

    Niewohner170.4871.5676.5295.04114.6462.264.3666.666.48102.1668.663.4467.5268103.96202.3625691732MononaIrrigated066-76-746.70.96712096.525590551298.678966013999.407052605512097.815699658798.858118794997.070279424299.2459878240.328116266193.654781201

    Niewohner167.3671.9274.899.6116.5262.9664.8870.268.04102.864.0460.6865.4866.16104.92210.5790936279MononaIrrigated068-18-142.50.92212087.844488189102.6856266367101.037245024412099.4197952218102.872053555498.6621507197103.27567122510.3848720801109.8546892624

    Niewohner169.8873.275.9696.96114.4461.664.2869.9667.12102.863.2860.5666.1665.32104.36210.0639276123MononaIrrigated068-28-245.10.93612093.218503937102.43441392599.233627880112097.6450511945102.620384764296.9009314141103.02301501340.324590163992.6483199

    Niewohner171.7272.9276.2895.04113.6462.4863.7269.0467.68103.4467.6463.2866.5267.44103.76203.9246820068MononaIrrigated068-38-341.30.8612085.364173228399.440706091998.539928978412096.962457337999.621241820696.2235393734100.01210495680.303346132786.5846001204

    Niewohner169.8471.9675.88100.32116.8862.7265.269.1671.12104.866.6462.2866.468.12105201.7959686279MononaIrrigated068-48-444.10.87712091.151574803198.4026720522101.349409530112099.726962457398.581323218398.96697713898.96810624220.3941078377112.4908671864

    Niewohner17474.2878.7691.04110.6860.5661.3666.6463.32102.1265.7260.3267.266.2105.16197.7558312988MononaIrrigated068-58-542.10.90112087.017716535496.432561790195.973243042412094.436860068396.607636198793.71718882396.98667547760.22563274164.4027351687

    Niewohner175.3274.2878.9288.64109.261.9262.0867.1663.24101.4466.4462.5266.3666.88103.92202.6066571045MononaIrrigated068-68-641.20.81412085.15748031598.797991705294.689900074312093.174061433498.977360578692.464013547899.36569745190.193322563355.1803864572

    Niewohner170.9271.477.290.76112.5262.0863.7666.9265.4101.8866.9262.3666.4467.16104.12184.8915362549MononaIrrigated068-78-741.90.87512086.604330708790.15948797797.568750516112096.006825938690.32317354995.275190516590.67755578950.271148459477.3943637135

    Niewohner166.2869.6874.297.68117.2862.6464.5269.0468.64103.663.6459.5665.2466.52106211.5861047363MononaIrrigated0613-113-146.30.97712095.6988188976103.176679974101.6962589809120100.0682593857103.363998405699.3056731583103.76954621690.401836969114.6970062198

    Niewohner169.0471.5274.6496115.1262.864.8470.3669.6103.9665.1261.3666.4866.64104.56201.8499664307MononaIrrigated0613-213-247.40.9612097.972440944998.429003242699.823271946512098.225255972798.607702213397.476714648698.9945887350.342281879297.6980961321

    Niewohner167.1270.3275.4498.96117.4863.264.469.3672.12106.2466.461.8467.0869.32106.2203.2664971924MononaIrrigated0613-313-345.30.93812093.631889763899.1197524828101.8696837063120100.238907849899.299705516699.475021168599.68930710760.4072810011116.2509055272

    Niewohner168.8870.9275.1695.72115.3662.464.2869.0870.48105.1266.2861.3267.1668.24105.84202.6402349854MononaIrrigated0613-413-4460.91612095.078740157598.8143654376100.03138161712098.430034129798.993764037897.679932260899.38216526990.349689791399.8125490271

    Niewohner168.047175.2895.8115.3260.8862.1667.4469.04105.6868.0462.1668.4469105.64199.4278363037MononaIrrigated0613-513-545.90.92512094.872047244197.247889079899.996696671912098.395904436997.424443724397.646062658897.80668774090.349295774699.7000841832

    Niewohner169.470.5676.3292.52113.9661.862.8866.9268.12104.5267.2862.6867.3666.72103.6199.4148730469MononaIrrigated0613-613-644.70.93712092.391732283597.241567748898.817408539112097.235494880597.418110916996.494496189797.80033008670.311224489888.8333329076

    Niewohner168.7670.3276.3290.96113.3260.8862.466.465.4102.9266.3261.7666.265.8103.56203.3804016113MononaIrrigated0613-713-745.20.95612093.425196850499.175296204898.262449417812096.689419795299.355350078895.952582557299.74516999080.293515358483.7785855475

    Niewohner169.472.0475.0499.52116.4463.7665.5668.5669.92103.7664.8860.9665.6867.04105.28214.4768662226MononaIrrigated064-14-149.91240103.1397637795104.5863149456100.967875134224099.3515358362104.776192585598.5944115157105.18728112930.3814547474108.8792741981

    Niewohner170.327376.496.88114.5263.3664.4868.468.92103.9264.8861.5266.1266.68104.64206.6321382068MononaIrrigated064-24-248.3124099.8326771654100.760955085899.302997770324097.7133105802100.943887741596.9686706181101.33994026820.327123287793.3713536958

    Niewohner171.6872.8876.899.44115.9663.9266.1669.5669.96103.265.9661.486667.84105.4207.0781369417MononaIrrigated064-34-348.81240100.8661417323100.9784394465100.551655793224098.9419795222101.161766947698.1879762913101.55867432160.3644346872104.0212096051

    Niewohner172.2873.7277.1697.68114.461.463.467.8865.76102.3664.1260.2465.2465.48104.6204.7782411121MononaIrrigated064-44-448124099.212598425299.856930941699.19894293524097.6109215017100.038222331396.867061812100.43072148710.325013564892.7691719371

    Niewohner172.8473.4477.895.68113.661.664.0467.3266.88102.6866.461.5266.4467104.72202.5856641134MononaIrrigated064-54-548.1124099.419291338698.787754798998.505244033424096.928327645198.967105087196.189669771499.35540172310.30283224486.4379199877

    Niewohner174.475.0478.9694.44111.966364.7668.1667.44102.668.6863.6466.9668.84104.44190.5236758278MononaIrrigated064-64-646.9124096.93897637892.90591342497.08316128524095.529010238993.074585162694.801016088193.43976254430.258528784673.7923085934

    Niewohner174.7273.678.6891.92111.566263.9666.4466.56102.667.3662.466.7268.08104.8195.8264605204MononaIrrigated064-74-748.3124099.832677165495.491734075596.736311834224095.187713310695.665100400894.462320067796.04044164810.248913043571.0476713155

    Niewohner165.8470.2474.08100.72118.2863.66670.1672.04104.8464.3259.7665.6866.96106.16212.7675848389MononaIrrigated0611-111-146.1124095.2854330709103.7528104084102.563382608240100.9215017065103.9411748114100.1524132091104.34898716960.4339407745123.8604497593

    Niewohner168.6471.4875.1294.28114.1262.0463.4869.667.16103.2863.660.3665.3666.08105.04211.3939666748MononaIrrigated0611-211-248.2124099.625984252103.082986830498.956148319424097.3720136519103.270135161196.6299745978103.67531470070.318970341491.0442444287

    Niewohner167.8870.5274.9699.2117.2460.5262.9268.4468.44104.6863.3660.4465.6868.08106.52207.3218774414MononaIrrigated0611-311-348124099.2125984252101.0972957182101.6615740358240100.0341296928101.280839004199.2718035563101.67821355640.4066931367116.0831103854

    Niewohner168.9271.5676.2897.8811661.6863.7268.2470.16105.3665.661.666.4468.52105.84207.0214404297MononaIrrigated0611-411-450.31240103.9665354331100.9507922724100.586340738324098.976109215101.134069579798.2218458933101.53086828330.367803242104.9827019255

    Niewohner169.6471.5275.9295.04114.5661.8462.667.867.92104.5665.1659.9267.2465.84105.36206.3082086182MononaIrrigated0611-511-546.7124096.5255905512100.602995849599.337682715324097.747440273100.785641728597.0025402202101.18107337820.328859060493.8667982445

    Niewohner170.4870.876.8491.68113.462.4863.6467.666.2102.4865.8861.7266.7267.72105.16202.434322993MononaIrrigated0611-611-650.61240104.586614173298.713955650598.33181930824096.757679180998.893171955596.020321761299.28117851540.294915254284.1781601968

    Niewohner170.9671.6877.0889.36111.4861.1262.0466.3264.6102.664.860.865.9665.56104.32199.8943859863MononaIrrigated0611-711-747.9124099.005905511897.475394791296.66694194424095.119453924997.65236247594.394580863798.03550072890.246651785770.4022366845

    Niewohner165.8469.9273.72101118.7665.266.8471.471.36103.7662.858.766564.84105.44216.890763092MononaIrrigated0616-116-147.4124097.9724409449105.7634142882102.979601949240101.3310580205105.9554289653100.5588484335106.37114423350.4445080092126.8766734363

    Niewohner166.5269.4873.7295.76116.4863.526670.3670.4103.7266.4462.667.4468.72105.24208.1991363525MononaIrrigated0616-216-249.41240102.1062992126101.5250774103101.002560079324099.385665529101.709397338898.6282811177102.10845333620.378238342107.9612101624

    Niewohner166.7269.9673.9297.08116.6863.3663.8869.0871.4106.0465.461.4867.8469.16106.36207.1191940308MononaIrrigated0616-316-348.3124099.8326771654100.9984602988101.175984804724099.5563139932101.181824147998.7976291279101.57881021620.3876500858110.6476201242

    Niewohner165.6869.6473.48101.36119.0861.1663.0467.9668.72104.7265.0861.0466.2867.92105.72202.4372406006MononaIrrigated0616-416-450.21240103.759842519798.7153783765103.2570815096240101.604095563198.8945972646100.829805249899.28260941670.4554853532130.0099553409

    Niewohner164.667.272.8494.16117.1260.2862.467.3669.08105.6865.7660.7665.7669.08106.84206.5908253988MononaIrrigated0616-516-549.61240102.5196850394100.7408095361101.557519200624099.9317406143100.923705617499.1701947502101.31967895970.4011904762114.5124766825

    Niewohner166.2867.8474.3291.04115.0460.2461.5666.6467.88105.4865.2461.6466.666.16104.04192.4400512695MononaIrrigated0616-616-647.7124098.59251968593.840404164399.753902056324098.15699658794.010772481597.408975444594.37962298650.341981132197.6122533728

    Niewohner166.686773.7289.92115.125961.7666.3665103.0464.2460.5266.463.92103.24203.7841578892MononaIrrigated0616-716-747.3124097.765748031599.37218168799.823271946524098.225255972799.552593008997.476714648699.9431868020.342089552297.6431999235

    Niewohner281.3682.2879.8485.44102.5267.473.5264.2462.9692.865.8465.3664.9259.1695.56115.7744128418MononaDryland063-33-354.61.028095.885599598695.351217282893.6101013966093.9688359303102.274216291393.1153496821105.44117745150.038405444822.1176058977

    Niewohner280.1679.4478.7287.48105.2466.873.263.6464.1293.8866.5265.4864.658.5295118.5678677368MononaDryland063-43-452.90.95092.900150526897.651892519596.093709237096.4619615032104.741932629795.5858310627107.98530759270.101208459258.2857150792

    Niewohner284.281.9280.1282.08100.6870.475.5665.2460.9689.8468.9268.6466.9256.8491.0496.13859375MononaDryland063-53-553.50.98093.953838434579.179256598391.9300137398092.282309807584.928086351691.444141689487.55791780510.0019531251.1248001219

    Niewohner284.682.279.8481.0499.8471.9278.8465.4459.6486.6467.7267.1665.5256.5691.9287.1687670898MononaDryland063-63-652.50.955092.197691921771.791753005291.1630172009091.512373968877.004211210190.681198910179.3886767667-0.0141119221-8.1270229734

    Niewohner277.8478.1277.2882.1210374.0878.1665.4859.3286.8467.0865.8464.9256.69398.488979187MononaDryland063-73-754.61.03095.885599598681.11502208494.0483851331094.408799266787.004398575193.551316984689.69852384970.05120327729.4878475384

    Niewohner286.284.928186.72101.6473.4878.467.258.7286.265.1264.8863.8456.7293.84109.5078915405MononaDryland067-37-351.80.892090.968389362890.190142227192.8065812129093.162236480396.738420088892.316076294399.73396315170.021196420212.206968822

    Niewohner285.3283.881.2482.8499.9671.9278.8466.0461.0887.7666.6867.264.9657.0892.32102.5308935547MononaDryland067-47-4540.963094.831911690984.443922189491.272588135091.622364802990.574994306390.790190735793.379684476-0.0114558473-6.5973956555

    Niewohner287.6484.2881.7680.6498.276.481.1267.6857.4883.5666.0865.8863.9654.8891.3275.6822537231MononaDryland067-57-555.10.965096.76367285562.33151904789.6655477677090.009165902866.857114596489.1916439668.9273713326-0.0431893688-24.8726565167

    Niewohner281.481.5679.482.32101.1280.0882.086758.928467.1266.9265.4855.691.4476.6020941162MononaDryland067-67-654.40.946095.53437029663.08909491492.3317738317092.685609532567.669694448991.843778383369.76511303840.00931829335.3663833183

    Niewohner28181.878.2481.88100.5678.8482.6466.6458.3283.2868.2866.2866.1253.8890.1277.0641809082MononaDryland067-77-754.90.956096.412443552463.469667244591.8204428057092.172318973468.077898328891.335149863870.18595711130.00097799510.5632250977

    Niewohner281.481.5279.2888.6104.6872.879.4465.8461.88865.4466.864.1256.492.08113.0097808838MononaDryland0618-418-454.70.913096.061214249993.074280470495.582378211095.948670944199.831961911595.0772025431102.92329770840.086849852850.0166272076

    Niewohner280.7681.3279.3687.361046876.864.1662.7290.4868.9669.4867.0461.2494.24119.7317492676MononaDryland0618-518-554.60.908095.885599598698.610459425794.9614762509095.3253895509105.770096526194.459582198109.04530898690.074274471242.7744943562

    Niewohner280.6481.4879.3286.8103.669.3275.6863.5662.1690.7665.4466.6864.4459.895.12115.7258543535MononaDryland0618-618-652.90.898092.900150526895.311224758994.5962398038094.9587534372102.231320100294.0962761126105.39695296310.065292096237.6015655878

    Niewohner281.0881.279.485.16102.8866.5273.7663.1259.4889.8465.3265.864.1657.894110.6642705744MononaDryland0618-718-752.90.897092.900150526891.14253011593.938814199094.298808432697.759956337893.4423251589100.78713167070.048768472928.0856495468

    Niewohner281.928080.285.7610466.270.8464.4860.5292.6861.7661.263.485897.76122.5375226339MononaDryland065-35-351.80.9766090.9683893628100.921280092694.96147625096095.3253895509108.248694906294.459582198111.60065813650.07241.4646316945

    Niewohner281.2878.6479.3285.36104.663.8869.7664.4463.0495.4466.0464.6864.859.1296.08122.9595842361MononaDryland065-45-452.50.9436092.1976919217101.268887880595.50933092166095.8753437214108.621540844795.0045413261111.98504939540.085452695849.2120077758

    Niewohner280.7278.3678.9682.8103.2867.7673.2464.661.291.5666.6865.265.4858.3295.08107.8043094635MononaDryland065-55-551.80.9496090.968389362888.787080697494.30405064616094.665444546395.233488925493.805631244398.18243120540.05666156232.6312611175

    Niewohner277.5676.676.881.84103.7668.472.4864.0460.0491.1663.1263.664.4458.296.1295.6269632975MononaDryland065-65-652.80.966092.724535875678.757880361294.74233438276095.105407882784.476115987294.241598546887.09195200140.068407310739.3956103277

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    Niewohner277.6876.9277.6486.64106.464.869.4464.0859.0492.5261.2860.1263.4458.0498.84121.2198794556MononaDryland066-36-353.51.00812093.953838434599.836075875997.152894933612097.5252062328107.084699165796.6394187103110.4006188120.126365054672.7733395575

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    Niewohner279.2878.127987.16105.9266.3269.5264.5258.9292.2862.2461.4463.259.4498.92126.8725244141MononaDryland068-38-356.70.97612099.5735072755104.491565499596.714611197112097.0852428964112.078201779296.2034514078115.54874718950.11571940666.6425354367

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    Niewohner279.276.5277.9689.32108.1264.1668.863.4862.2895.4462.5260.0862.7256.6497.6116.0578918457MononaDryland0613-313-355.70.95112097.817360762795.584689147998.723411656312099.1017415215102.524639439798.2016348774105.69935505070.16727652996.3341620365

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