Ana lisis & Pe mb a ha sa n : (2a ) Po ro sita s Minimum K a ra kte ristik Ana lisis I nte rp o la si Da ta Vrio g ra m Por_Min: Isotropic Variogram Sw _Min: Isotropic Variogram Va rio g ra m iso tro pi 7.521E-03 0.0206 Semivariance Pr ope r ti 5.641E-03 Semivariance 0.0155 Mode l Nug g e t (C0) Sill (C0+C) SS R 3.761E-03 voir R e se r 0.0103 1.880E-03 0.0052 1.405 x 10 -5 L ine a r 0.005989 0.005989 0.000E+00 0.0000 (a ) 0.00 2255.14 4510.27 6765.41 0.00 2255.14 4510.27 6765.41 1.145 x 10 -5 Sp he ric a l 0.000010 0.006100 Separation Distance (h) Po ro sitas Separation Distance (h) 1.153 x 10 -5 Exp o ne ntia l 0.000420 0.006120 (Min) Gaussian model (Co = 0.00082; Co + C = 0.00611; Ao = 310.00; r2 = 0.187; Gaussian model (Co = 0.00101; Co + C = 0.01852; Ao = 3060.00; r2 = 0.852; RSS = 1.143E-05) 1.143 x 10 -5 RSS = 9.821E-05) Ga ussia n 0.000820 0.006110 (a ) Mo de l Ga ussia n (b ) Mo de l Ga ussia n 1.761 x 10 -4 L ine a r 0.001555 0.020769 Por_Min x Sw _Min: Isotropic Cross Variogram 1.161 x 10 -4 (b ) Sa tura si Sp he ric a l 0.000010 0.017720 2.998E-03 Air (Min) Semivariance 1.471 x 10 -4 Exp o ne ntia l 0.000010 0.027220 1.417E-03 -1.649E-04 9.821 x 10 -5 Ga ussia n 0.001010 0.018520 -1.746E-03 -3.661 x 10 -7 4.091 x 10 -5 L ine a r -0.000001 -3.328E-03 0.00 2255.14 4510.27 6765.41 (c ) Po ro sitas 3.740 x 10 -5 Sp he ric a l -0.000001 -0.001762 Separation Distance (h) x Sa tura si 3.757 x 10 -5 Exp o ne ntia l -0.000001 -0.002862 Gaussian model (Co = -0.00001; Co + C = -0.00604; Ao = 13910.00; r2 = 0.209; Air (Min) RSS = 3.548E-05) 3.548 x 10 -5 (c ) Mo de l Ga ussia n Ga ussia n -0.000010 -0.006040 Va rio g ra m a niso tro pi Por_Min: Anisotropic Variogram (0º) Sw _Min: Anisotropic Variogram (0º) Pr ope r ti Nugge t 0.0116 0.0410 Mode l Sill (C0+C) RSS Semivariance Semivariance 0.0308 0.0087 voir (C0) Re se r 0.0205 0.0058 L ine a r 0.005900 0.017644 2.326 x 10 -4 0.0103 0.0029 (a ) 0.0000 2.326 x 10 -4 Sphe ric a l 0.005900 0.017644 0.0000 0.00 2255.14 4510.27 6765.41 0.00 2255.14 4510.27 6765.41 Po ro sita s Separation Distance (h) Expo ne ntial 0.005900 0.017644 2.326 x 10 -4 Separation Distance (h) (Min) 2.325 x 10 -4 Exponential model (Co = 0.00040; Co + C = 0.04151; AMajor = 13710.00; Ga ussia n 0.006000 0.017744 Gaussian model (Co = 0.00600; Co + C = 0.01774; AMajor = 751300.00; AMinor = 6810.00; r2 = 0.376; RSS = 3.815E-03) AMinor = 751300.00; r2 = 0.119; RSS = 2.325E-04) L ine a r 0.002400 0.044914 3.964 x 10 -3 (b ) Mo de l E kspo ne ntia l (a ) Mo de l Ga ussia n 3.926 x 10 -3 (b ) Sa tura si Sphe ric a l 0.001900 0.043014 Por_Min x Sw _Min: Anisotropic Cross Variogram (0º) Air (Min) Expo ne ntial 0.000400 0.041514 3.815 x 10 -3 6.242E-03 Semivariance 4.294 x 10 -3 Ga ussia n 0.005400 0.046514 2.231E-03 -1.779E-03 (c ) L ine a r -0.000010 -0.009820 4.334 x 10 -4 -5.790E-03 -9.800E-03 0.00 2255.14 4510.27 6765.41 4.352 x 10 -4 Po ro sita s x Sphe ric a l -0.000010 -0.009820 Separation Distance (h) Sa tura si Air Expo ne ntial -0.000010 -0.009820 4.316 x 10 -4 Gaussian model (Co = -0.00010; Co + C = -0.02942; AMajor = 70790.00; 22 AMinor = 19620.00; r2 = 0.178; RSS = 4.198E-04) 4.198 x 10 -4 (Min) Ga ussia n -0.000100 -0.029420 (c ) Mo de l Ga ussia n
Ana lisis & Pe mb a ha sa n : (2a ) Po ro sita s Minimum K a ra kte ristik Ana lisis I nte rp o la si Da ta Vrio g ra m 0,3 We ll Data E stimasi E stimasi d. X d.Y Koor Koor Name Aktual opi opi Isotr Anisotr 0,25 Data AU-16 230662.8 9399394 0.078538 0.107 0.060 Aktual AUA-5 227441.9 9410011 0 0.136 0.176 0,2 AUB-5 226485.2 9408922 0.246595 0.024 0.047 Estimasi 0,15 AUC-5 227984 9408461 0.056055 0.053 0.077 Isotropi AUD-5 229513.4 9408031 0.071253 0.000 0.006 0,1 Estimasi AUE-5 226521.9 9407448 0.245034 0.073 0.043 Anisotrop 0,05 AUF -5 228048.5 9406977 0.005828 0.192 0.119 i AUG-5 229543.8 9406584 0.117598 0.210 0.198 0 AUK -3 229107.8 9401041.29 0.0055 0.065 0.065 AZZ-1 226990.1 9411303 0.133 0.233 0.230 Cro ss-Va rio g ra m Iso tro pi Cro ss-Va rio g ra m Aniso tro pi 0.34 0.28 0.23 0.19 Actual Por_Min Actual Por_Min 0.13 0.11 R 2 =49.9% 0.03 R 2 =56.8% 0.02 -0.07 -0.06 -0.07 0.06 0.20 0.34 -0.06 0.05 0.17 0.28 Estimated Por_Min Estimated Por_Min Regression coefficient = 0.630 (SE = 0.088 , r2 =0.499, Regression coefficient = 0.679 (SE = 0.083 , r2 =0.568, y intercept = 0.04, SE Prediction = 0.057, n = 53) 23 y intercept = 0.03, SE Prediction = 0.053, n = 53)
Ana lisis & Pe mb a ha sa n : (2b ) Po ro sita s Me a n K a ra kte ristik Ana lisis I nte rp o la si Da ta Vrio g ra m Isotropic Variogram Isotropic Variogram Va rio g ra m iso tro pi 6.903E-03 0.0415 Semivariance 5.177E-03 Semivariance Pr ope r ti 0.0311 Mode l Nug g e t (C0) Sill (C0+C) SS 3.452E-03 R 0.0208 voir R e se r 1.726E-03 0.0104 8.965 x 10 -6 L ine a r 0.000743 0.005036 0.000E+00 0.0000 (a ) 0.00 2255.14 4510.27 6765.41 0.00 2255.14 4510.27 6765.41 9.148 x 10 -6 Sp he ric a l 0.000720 0.007550 Separation Distance (h) Separation Distance (h) Po ro sitas Exp o ne ntia l 0.000640 0.014890 9.394 x 10-6 Gaussian model (Co = 0.00126; Co + C = 0.00653; Ao = 5690.00; r2 = 0.769; Gaussian model (Co = 0.00648; Co + C = 0.03536; Ao = 3120.00; r2 = 0.871; (Me a n) RSS = 7.704E-06) RSS = 2.286E-04) 7.704 x 10 -6 Ga ussia n 0.001260 0.006530 (b ) Mo d e l Ga ussia n (a ) Mo d e l Ga ussia n L ine a r 0.006782 0.039250 3.847 x 10 -4 x : Isotropic Cross Variogram 2.454 x 10 -4 (b ) Sa tura si Sp he ric a l 0.001900 0.034300 0.0000 3.065 x 10 -4 Air (Me a n) Exp o ne ntia l 0.001500 0.045400 Semivariance -0.0033 2.286 x 10 -4 Ga ussia n 0.006480 0.035360 -0.0067 -0.0100 5.056 x 10 -4 (c ) L ine a r -0.000010 -0.000001 -0.0134 Po ro sitas x Sp he ric a l -0.000010 -0.009420 5.220 x 10 -5 0.00 2255.14 4510.27 6765.41 Separation Distance (h) 5.341 x 10 -5 Sa tura si Air Exp o ne ntia l -0.000010 -0.023720 Gaussian model (Co = -0.00030; Co + C = -0.00950; Ao = 4050.00; r2 = 0.736; 4.589 x 10 -5 (Me a n) Ga ussia n -0.000300 -0.009500 RSS = 4.589E-05) (c ) Mo d e l Ga ussia n Va rio g ra m a niso tro pi Anisotropic Variogram (0º) Anisotropic Variogram (0º) Pr ope r ti Nugge t 0.0669 Mode l Sill (C0+C) RSS 0.0126 voir (C0) Semivariance Re se r 0.0502 Semivariance 0.0094 1.805 x 10 -4 0.0334 L ine a r 0.000400 0.013983 0.0063 0.0167 0.0031 1.816 x 10 -4 Po ro sita s Sphe ric a l 0.000300 0.012983 0.0000 0.0000 0.00 2255.14 4510.27 6765.41 0.00 2255.14 4510.27 6765.41 1.841 x 10 -4 (Me a n) Expo ne ntial 0.000500 0.016183 Separation Distance (h) Separation Distance (h) 1.805 x 10 -4 Ga ussia n 0.001200 0.013883 Exponential model (Co = 0.00550; Co + C = 0.07248; AMajor = 14560.00; Gaussian model (Co = 0.00120; Co + C = 0.01388; AMajor = 9183.00; AMinor = 7000.00; r2 = 0.384; RSS = 7.267E-03) 7.471 x 10 -3 AMinor = 9183.00; r2 = 0.541; RSS = 1.722E-04) L ine a r 0.008300 0.078779 (a ) Mo de l Ga ussia n (b ) Mo de l E xpo ne ntia l 7.418 x 10 -3 Sa tura si Air Sphe ric a l 0.007700 0.074679 x : Anisotropic Cross Variogram (0º) 7.267 x 10 -3 (Me a n) Expo ne ntial 0.005500 0.072479 0.0007 8.169 x 10 -3 Ga ussia n 0.013300 0.080279 Semivariance -0.0044 -0.0095 6.742 x 10 -4 L ine a r -0.000100 -0.094567 -0.0146 Po ro sita s x -0.0197 6.741 x 10 -4 Sphe ric a l -0.000100 -0.065667 0.00 2255.14 4510.27 6765.41 Sa tura si Air Separation Distance (h) 6.727 x 10 -4 Expo ne ntial -0.000100 -0.094467 (Me a n) Exponential model (Co = -0.00010; Co + C = -0.09447; AMajor = 74020.00; 24 7.454 x 10 -4 Ga ussia n -0.002000 -0.217867 AMinor = 52740.00; r2 = 0.452; RSS = 6.727E-04) (c ) Mo de l E xpo ne ntia l
Ana lisis & Pe mb a ha sa n : (2b ) Po ro sita s Me a n K a ra kte ristik Ana lisis I nte rp o la si Da ta Vrio g ra m 0,4 We ll Data E stimasi E stimasi d. X d.Y Koor Koor Name Aktual opi opi Isotr Anisotr 0,35 ZU-16 230662.8 9399394 0.259356 0.270 0.180 0,3 Data Aktual ZUA-5 227441.9 9410011 0.288877 0.293 0.297 0,25 ZUB-5 226485.2 9408922 0.351903 0.280 0.280 0,2 Estimasi ZUC-5 227984 9408461 0.226796 0.310 0.300 Isotropi 0,15 ZUD-5 229513.4 9408031 0.242863 0.246 0.266 ZUE-5 226521.9 9407448 0.314740 0.290 0.284 0,1 Estimasi ZUF -5 228048.5 9406977 0.275069 0.301 0.300 Anisotropi 0,05 ZUG-5 229543.8 9406584 0.262654 0.339 0.321 0 ZUK -3 229107.8 9401041.29 0.208200 0.202 0.190 ZZZ-1 226990.1 9411303 0.321367 0.320 0.320 Cross-Variogram Isotropi Cross-Variogram Anisotropi 0.38 0.38 0.32 0.32 Actual Actual 0.26 0.26 R 2 =85.9% R 2 =89.7% 0.20 0.20 0.14 0.14 0.14 0.22 0.30 0.38 0.14 0.22 0.30 0.38 Estimated Estimated Regression coefficient = 1.196 (SE = 0.057 , r2 =0.897, y intercept = -0.05, SE Prediction = 0.017, n = 53) Regression coefficient = 1.230 (SE = 0.070 , r2 =0.859, 25 y intercept = -0.07, SE Prediction = 0.020, n = 53)
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