relationships between spads, aerial images, and yield
DESCRIPTION
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 PresentationTRANSCRIPT
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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
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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
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Data AnalysisExtracted yield, GNDVI, and Relative Vigor (RV) using square regions of interest at each SPAD location
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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
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Target Value Definitions
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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
Birker53.185185185275.419753086435.160493827282.4567901235105.358703895951.296296296347.679012345749.01234567966.7777777778117.197530864262.641975308647.814814814848.790123456878.1111111111124.5432098765216.9443952772Benton0618-318-353.50.9719095.155416278596.241914611298.30630728049095.69364568296.20594025695.174980935796.12068909050.093304959969.5664072391
Birker51.172839506271.148148148132.345679012381.1111111111107.355378704350.530864197547.061728395148.851851851967.1111111111118.03703703761.18518518524748.506172839573.4444444444122.4444444444228.16843857Benton0618-418-452.70.9629093.7325315491101.2211786055100.16933064729097.507155953101.183343046696.9786618828101.0936812450.1400312337104.4046301821
Birker52.074074074173.271604938332.04938271683.1481481481107.284597137849.876543209946.234567901249.061728395168.1481481481119.691358024759.246913580245.283950617347.876543209970.6172839506122.4320987654229.6529032389Benton0618-518-553.30.9859094.7996950961101.8797239518100.10328698729097.4428675185101.841642234696.9147218951101.7513970930.1347935973100.4995478676
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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
Niewohner275.7274.6476.8880.76104.4469.473.5264.2859.690.1262.862.7663.9657.3696.0899.5468112946MononaDryland065-75-7520.9816091.319618665381.986247224895.36323634286095.728689275987.938879235594.859218891990.66194106970.081993569147.2199047968
Niewohner279.7678.478.6489106.8864.5270.3263.7262.0894.2862.862.7263.1258.1296.76126.1492263794MononaDryland0610-310-356.20.9676098.6954340191103.895860918797.59117867026097.9651695692111.439245918297.0753860127114.890005810.135204081677.8637145625
Niewohner278.4476.7677.4887.6107.0864.9270.6464.4461.2493.462.662.7263.5257.7696.48137.9797491776MononaDryland0610-410-455.60.9916097.6417461114113.639419294297.77379689386098.148487626121.890237789497.2570390554125.66461673740.141219385181.327913766
Niewohner278.6476.878.882.84104.3264.6869.846459.4492.5262.8461.9663.257.696.76135.6601509094MononaDryland0610-510-556.70.9936099.5735072755111.729009964195.25366540866095.6186984418119.841122711594.7502270663123.55205000860.078645833345.2919515761
Niewohner277.7276.7277.2882.48104.1265.870.862.885991.2863.3662.8463.9257.7696.24119.9881591797MononaDryland0610-610-657.61.00260101.15403913798.821637324595.07104718516095.435380385105.996607049294.5685740236109.2788334970.075078206543.2373636022
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Niewohner277.5276.5277.690.68108.9264.647063.6459.7292.6461.4861.1262.457.4897.48124.8443274064MononaDryland0614-314-356.90.9716099.924736578102.821152764899.45388455056099.8350137489110.286508309698.9282470481113.70157322990.1850496602106.5696667528
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Niewohner276.7675.3675.5284.92106.4863.2468.3662.4860.7294.6462.3261.9262.7257.8897.08132.3958479563MononaDryland0614-614-654.20.926095.1831409935109.040546662797.22594222316097.5985334555116.95746285996.7120799273120.57909649940.126857749573.0570813797
Niewohner277.047676.2882.24104.486166.7661.5660.7295.862.4861.2463.5257.7697.52130.6081419445MononaDryland0614-714-755.20.9366096.9392875063107.568201088495.39975998756095.7653528873115.378217265594.8955495005118.95094894770.082105263247.2842291254
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
Niewohner278.1676.678.2486.36106.4462.3267.863.9263.7697.3663.526264.0458.0497.16128.0869091797MononaDryland066-46-451.80.9312090.9683893628105.491726612997.189418578412097.5618698442113.150979840796.6757493188116.65474424380.127415143673.3780833585
Niewohner278.4875.8477.881.44104.0864.8468.7663.0859.9693.8464.4862.263.7657.8896.8106.3478640747MononaDryland066-56-553.40.97812093.778223783287.587559686595.034523540412095.398716773693.946876391194.532243415196.85597821010.073839662442.5240889976
Niewohner275.0474.476.3282.6105.7666.9271.3663.6460.7692.462.5262.7664.6858.0896.72122.1324484253MononaDryland066-66-651.70.9412090.7927747115100.587663035796.568516618312096.938588451107.890855499496.0581289737111.23173809230.110215053863.4725918263
Niewohner273.5273.3275.481.52105.867.5271.863.4458.9290.6463.462.5665.0857.7696.698.3113721212MononaDryland066-76-752.70.99412092.548921224380.968745808396.60504026312096.975252062386.847501873896.094459582289.53676878070.111838516164.4075399874
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
Niewohner277.1676.878.0888.76107.7262.5668.3263.4861.1294.9262.6861.4463.257.296.88134.0642309189MononaDryland068-48-456.41.00512099.0466633216110.414618380998.358175209112098.7351054079118.431299398397.838328792122.09857096440.155729166789.6840630546
Niewohner277.0875.2477.2884.2106.1664.9669.4463.5258.7692.2863.886263.858.4497.44126.8247574516MononaDryland068-58-558.51.025120102.7345709985104.452224872396.933753065412097.3052245646112.036004815996.421435059115.50524358070.119085592868.5811145045
Niewohner274.0874.275.7283.44106.4468.1272.3264.0459.769163.1662.1264.0458.3697.32109.7656879425MononaDryland068-68-655.10.95812096.76367285590.40246203297.189418578412097.561869844296.966155426296.675749318899.9687504030.124528301971.7155579623
Niewohner274.3673.476.0882.36106.2467.871.7663.9258.6490.3663.6862.3664.7257.0496.12113.4881013234MononaDryland068-78-757.51.002120100.978424485793.468222750597.006800354812097.3785517874100.254506469596.4940962761103.35892652410.122070844770.3003141052
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
Niewohner278.0875.877.6486.64107.261.6866.4862.0462.1697.259.9259.3662.8858.2499.8139.7671813965MononaDryland0613-413-456.40.94212099.0466633216115.11153937497.883367827912098.2584784601123.469241516397.366030881127.2925149330.143007915682.3579242834
Niewohner275.047576.2888.12108.486366.9661.886