diff --git a/data/OdT/3d_horizon/Nimitz_Salmon_XY-and-ILXL_Single-line-header.dat b/data/OdT/3d_horizon/Nimitz_Salmon_XY-and-ILXL_Single-line-header.dat new file mode 100644 index 0000000..a993000 --- /dev/null +++ b/data/OdT/3d_horizon/Nimitz_Salmon_XY-and-ILXL_Single-line-header.dat @@ -0,0 +1,1832 @@ +# "X" "Y" "Inline" "Crossline" "Z" "Amplitude" +# - - - - - - - - - - +1709752.38 5828111.45 1190 1947 531.371772289276123 1e30 +1709754.50 5828123.76 1190 1948 531.209707260131836 1e30 +1709756.63 5828136.08 1190 1949 530.627727508544922 1e30 +1709758.75 5828148.39 1190 1950 530.925273895263672 1e30 +1709760.87 5828160.71 1190 1951 531.106829643249512 1e30 +1709763.00 5828173.02 1190 1952 530.767202377319336 1e30 +1709765.12 5828185.34 1190 1953 528.976976871490479 1e30 +1709767.24 5828197.65 1190 1954 528.224825859069824 1e30 +1709769.36 5828209.97 1190 1955 528.149843215942383 1e30 +1709771.49 5828222.28 1190 1956 528.226196765899658 1e30 +1709773.61 5828234.60 1190 1957 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520.993530750274658 1e30 +1710199.53 5829086.94 1201 2030 520.782351493835449 1e30 +1710220.76 5829210.09 1201 2040 519.041359424591064 1e30 +1710263.22 5829456.40 1201 2060 519.442558288574219 1e30 +1710054.33 5828097.48 1202 1950 524.509429931640625 1e30 +1710075.56 5828220.63 1202 1960 524.24740791320801 1e30 +1710096.79 5828343.78 1202 1970 523.493587970733643 1e30 +1710118.02 5828466.94 1202 1980 521.043717861175537 1e30 +1710139.25 5828590.09 1202 1990 521.9387412071228 1e30 +1710160.48 5828713.24 1202 2000 521.176338195800781 1e30 +1710181.70 5828836.39 1202 2010 521.00890874862671 1e30 +1710202.93 5828959.55 1202 2020 520.838022232055664 1e30 +1710224.16 5829082.70 1202 2030 520.389199256896973 1e30 +1710245.39 5829205.85 1202 2040 519.036352634429932 1e30 +1710266.62 5829329.00 1202 2050 519.505023956298828 1e30 +1710287.85 5829452.16 1202 2060 518.81116628646851 1e30 +1710309.08 5829575.31 1202 2070 518.751442432403564 1e30 +1710078.96 5828093.24 1203 1950 524.146497249603271 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5828704.76 1204 2000 520.343303680419922 1e30 +1710230.97 5828827.91 1204 2010 520.522773265838623 1e30 +1710252.20 5828951.06 1204 2020 520.246267318725586 1e30 +1710273.43 5829074.21 1204 2030 519.398689270019531 1e30 +1710294.65 5829197.37 1204 2040 517.059266567230225 1e30 +1710315.88 5829320.52 1204 2050 518.3262825012207 1e30 +1710337.11 5829443.67 1204 2060 518.444359302520752 1e30 +1710358.34 5829566.82 1204 2070 518.327176570892334 1e30 +1710128.23 5828084.75 1205 1950 522.645115852355957 1e30 +1710149.46 5828207.90 1205 1960 522.7210521697998 1e30 +1710170.68 5828331.06 1205 1970 522.277474403381348 1e30 +1710191.91 5828454.21 1205 1980 520.21491527557373 1e30 +1710213.14 5828577.36 1205 1990 520.632147789001465 1e30 +1710234.37 5828700.51 1205 2000 519.92893218994141 1e30 +1710255.60 5828823.67 1205 2010 520.462155342102051 1e30 +1710276.83 5828946.82 1205 2020 520.5613374710083 1e30 +1710298.06 5829069.97 1205 2030 519.238293170928955 1e30 +1710319.29 5829193.12 1205 2040 516.865909099578857 1e30 +1710340.51 5829316.28 1205 2050 518.395423889160156 1e30 +1710361.74 5829439.43 1205 2060 517.951428890228271 1e30 +1710382.97 5829562.58 1205 2070 518.251895904541016 1e30 +1710152.86 5828080.51 1206 1950 522.573113441467285 1e30 +1710174.09 5828203.66 1206 1960 521.65299654006958 1e30 +1710195.32 5828326.81 1206 1970 521.431863307952881 1e30 +1710216.55 5828449.97 1206 1980 519.773125648498535 1e30 +1710237.77 5828573.12 1206 1990 520.601153373718262 1e30 +1710259.00 5828696.27 1206 2000 519.643723964691162 1e30 +1710280.23 5828819.42 1206 2010 520.704388618469238 1e30 +1710301.46 5828942.58 1206 2020 520.353853702545166 1e30 +1710322.69 5829065.73 1206 2030 519.11783218383789 1e30 +1710343.92 5829188.88 1206 2040 517.037689685821533 1e30 +1710365.15 5829312.03 1206 2050 518.079161643981934 1e30 +1710386.38 5829435.19 1206 2060 517.129421234130859 1e30 +1710407.60 5829558.34 1206 2070 518.33087205886841 1e30 +1710177.49 5828076.27 1207 1950 521.928489208221436 1e30 +1710198.72 5828199.42 1207 1960 520.7982063293457 1e30 +1710219.95 5828322.57 1207 1970 520.659148693084717 1e30 +1710241.18 5828445.72 1207 1980 519.677340984344482 1e30 +1710262.41 5828568.88 1207 1990 520.472586154937744 1e30 +1710283.63 5828692.03 1207 2000 519.436180591583252 1e30 +1710326.09 5828938.33 1207 2020 520.148217678070068 1e30 +1710347.32 5829061.49 1207 2030 518.900632858276367 1e30 +1710368.55 5829184.64 1207 2040 516.77399873733521 1e30 +1710389.78 5829307.79 1207 2050 516.9 1e30 +1710432.24 5829554.10 1207 2070 517.433643341064453 1e30 +1710202.12 5828072.02 1208 1950 521.119892597198486 1e30 +1710223.35 5828195.18 1208 1960 520.37554979324341 1e30 +1710244.58 5828318.33 1208 1970 520.316123962402344 1e30 +1710265.81 5828441.48 1208 1980 519.170880317687988 1e30 +1710287.04 5828564.63 1208 1990 519.929647445678711 1e30 +1710308.27 5828687.79 1208 2000 519.034862518310547 1e30 +1710350.72 5828934.09 1208 2020 519.985675811767578 1e30 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5829545.61 1209 2070 514.854013919830322 1e30 +1710247.14 5828038.91 1210 1948 520.357489585876465 1e30 +1710249.26 5828051.22 1210 1949 520.39206027984619 1e30 +1710251.39 5828063.54 1210 1950 520.210921764373779 1e30 +1710253.51 5828075.85 1210 1951 520.105063915252686 1e30 +1710255.63 5828088.17 1210 1952 520.188391208648682 1e30 +1710257.75 5828100.48 1210 1953 520.212769508361816 1e30 +1710259.88 5828112.80 1210 1954 520.185649394989014 1e30 +1710262.00 5828125.11 1210 1955 520.224571228027344 1e30 +1710264.12 5828137.43 1210 1956 520.177781581878662 1e30 +1710266.25 5828149.74 1210 1957 520.087778568267822 1e30 +1710270.49 5828174.38 1210 1959 520.33704519271851 1e30 +1710272.61 5828186.69 1210 1960 520.207822322845459 1e30 +1710274.74 5828199.01 1210 1961 519.934594631195068 1e30 +1710276.86 5828211.32 1210 1962 519.785046577453613 1e30 +1710278.98 5828223.64 1210 1963 519.793927669525146 1e30 +1710281.11 5828235.95 1210 1964 519.719123840332031 1e30 +1710283.23 5828248.27 1210 1965 519.79571580886841 1e30 +1710285.35 5828260.58 1210 1966 519.886195659637451 1e30 +1710287.47 5828272.90 1210 1967 519.903004169464111 1e30 +1710289.60 5828285.21 1210 1968 519.87767219543457 1e30 +1710291.72 5828297.53 1210 1969 519.898056983947754 1e30 +1710293.84 5828309.84 1210 1970 519.988894462585449 1e30 +1710295.97 5828322.16 1210 1971 519.934117794036865 1e30 +1710298.09 5828334.47 1210 1972 519.782721996307373 1e30 +1710300.21 5828346.79 1210 1973 519.518136978149414 1e30 +1710302.34 5828359.10 1210 1974 519.195914268493652 1e30 +1710304.46 5828371.42 1210 1975 519.004583358764648 1e30 +1710306.58 5828383.73 1210 1976 519.117474555969238 1e30 +1710308.70 5828396.05 1210 1977 519.358456134796143 1e30 +1710315.07 5828433.00 1210 1980 519.1044807434082 1e30 +1710317.20 5828445.31 1210 1981 519.09142732620239 1e30 +1710319.32 5828457.63 1210 1982 519.1349983215332 1e30 +1710321.44 5828469.94 1210 1983 519.236862659454346 1e30 +1710323.56 5828482.26 1210 1984 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5828042.32 1215 1950 518.882930278778076 1e30 +1710395.77 5828165.48 1215 1960 518.088400363922119 1e30 +1710417.00 5828288.63 1215 1970 516.685962677001953 1e30 +1710438.23 5828411.78 1215 1980 517.103135585784912 1e30 +1710459.46 5828534.93 1215 1990 517.717242240905762 1e30 +1710480.69 5828658.09 1215 2000 517.060399055480957 1e30 +1710501.92 5828781.24 1215 2010 516.411840915679932 1e30 +1710523.15 5828904.39 1215 2020 514.5341157913208 1e30 +1710544.37 5829027.54 1215 2030 513.905704021453857 1e30 +1710565.60 5829150.70 1215 2040 513.812243938446045 1e30 +1710586.83 5829273.85 1215 2050 513.611137866973877 1e30 +1710608.06 5829397.00 1215 2060 512.8 1e30 +1710629.29 5829520.15 1215 2070 511.93118095397949 1e30 +1710399.18 5828038.08 1216 1950 518.424808979034424 1e30 +1710420.41 5828161.23 1216 1960 517.824649810791016 1e30 +1710441.63 5828284.39 1216 1970 517.19290018081665 1e30 +1710462.86 5828407.54 1216 1980 516.5 1e30 +1710484.09 5828530.69 1216 1990 518.153905868530273 1e30 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5829142.21 1217 2040 512.876510620117188 1e30 +1710636.10 5829265.36 1217 2050 513.661503791809082 1e30 +1710657.32 5829388.52 1217 2060 512.87311315536499 1e30 +1710678.55 5829511.67 1217 2070 511.690795421600342 1e30 +1710448.44 5828029.60 1218 1950 516.525089740753174 1e30 +1710469.67 5828152.75 1218 1960 515.420019626617432 1e30 +1710490.90 5828275.90 1218 1970 515.847444534301758 1e30 +1710512.13 5828399.05 1218 1980 515.910148620605469 1e30 +1710533.36 5828522.21 1218 1990 516.9404149055481 1e30 +1710554.58 5828645.36 1218 2000 515.9873366355896 1e30 +1710575.81 5828768.51 1218 2010 515.63155651092529 1e30 +1710597.04 5828891.66 1218 2020 514.260530471801758 1e30 +1710618.27 5829014.82 1218 2030 513.948142528533936 1e30 +1710639.50 5829137.97 1218 2040 512.1537446975708 1e30 +1710660.73 5829261.12 1218 2050 513.13126087188721 1e30 +1710681.96 5829384.27 1218 2060 512.376844882965088 1e30 +1710703.19 5829507.43 1218 2070 511.022388935089111 1e30 +1710473.07 5828025.35 1219 1950 516.093134880065918 1e30 +1710494.30 5828148.51 1219 1960 514.638721942901611 1e30 +1710515.53 5828271.66 1219 1970 515.287995338439941 1e30 +1710536.76 5828394.81 1219 1980 515.340685844421387 1e30 +1710557.99 5828517.96 1219 1990 515.97219705581665 1e30 +1710579.22 5828641.12 1219 2000 515.16067981719971 1e30 +1710600.44 5828764.27 1219 2010 514.320313930511475 1e30 +1710621.67 5828887.42 1219 2020 513.917982578277588 1e30 +1710642.90 5829010.57 1219 2030 512.971639633178711 1e30 +1710664.13 5829133.73 1219 2040 512.125551700592041 1e30 +1710685.36 5829256.88 1219 2050 512.54647970199585 1e30 +1710706.59 5829380.03 1219 2060 511.9854211807251 1e30 +1710727.82 5829503.18 1219 2070 510.939478874206543 1e30 +1710497.70 5828021.11 1220 1950 515.847742557525635 1e30 +1710501.95 5828045.74 1220 1952 515.7623291015625 1e30 +1710504.07 5828058.06 1220 1953 515.83021879196167 1e30 +1710506.20 5828070.37 1220 1954 515.932679176330566 1e30 +1710508.32 5828082.69 1220 1955 515.706717967987061 1e30 +1710510.44 5828095.00 1220 1956 515.205204486846924 1e30 +1710512.56 5828107.32 1220 1957 515.054225921630859 1e30 +1710518.93 5828144.26 1220 1960 514.8579478263855 1e30 +1710521.06 5828156.58 1220 1961 514.763414859771729 1e30 +1710523.18 5828168.89 1220 1962 514.88602161407471 1e30 +1710525.30 5828181.21 1220 1963 515.347123146057129 1e30 +1710531.67 5828218.16 1220 1966 515.131235122680664 1e30 +1710533.79 5828230.47 1220 1967 514.613747596740723 1e30 +1710535.92 5828242.79 1220 1968 514.767765998840332 1e30 +1710538.04 5828255.10 1220 1969 515.1907205581665 1e30 +1710540.16 5828267.42 1220 1970 515.099763870239258 1e30 +1710542.28 5828279.73 1220 1971 514.4275426864624 1e30 +1710544.41 5828292.05 1220 1972 514.174520969390869 1e30 +1710546.53 5828304.36 1220 1973 514.791607856750488 1e30 +1710548.65 5828316.68 1220 1974 515.489637851715088 1e30 +1710550.78 5828328.99 1220 1975 515.415668487548828 1e30 +1710552.90 5828341.31 1220 1976 514.938533306121826 1e30 +1710555.02 5828353.62 1220 1977 514.517247676849365 1e30 +1710557.14 5828365.94 1220 1978 514.56761360168457 1e30 +1710559.27 5828378.25 1220 1979 514.657497406005859 1e30 +1710561.39 5828390.57 1220 1980 514.560580253601074 1e30 +1710563.51 5828402.88 1220 1981 514.818906784057617 1e30 +1710565.64 5828415.20 1220 1982 514.8579478263855 1e30 +1710567.76 5828427.51 1220 1983 514.61637020111084 1e30 +1710569.88 5828439.83 1220 1984 514.759659767150879 1e30 +1710572.00 5828452.14 1220 1985 514.86110687255859 1e30 +1710574.13 5828464.46 1220 1986 514.665186405181885 1e30 +1710576.25 5828476.78 1220 1987 514.552891254425049 1e30 +1710578.37 5828489.09 1220 1988 514.606714248657227 1e30 +1710580.50 5828501.41 1220 1989 514.908373355865479 1e30 +1710582.62 5828513.72 1220 1990 515.189886093139648 1e30 +1710584.74 5828526.04 1220 1991 515.281081199646 1e30 +1710586.86 5828538.35 1220 1992 515.358686447143555 1e30 +1710588.99 5828550.67 1220 1993 515.49077033996582 1e30 +1710591.11 5828562.98 1220 1994 515.21784067153931 1e30 +1710593.23 5828575.30 1220 1995 514.73343372344971 1e30 +1710595.36 5828587.61 1220 1996 514.338970184326172 1e30 +1710597.48 5828599.93 1220 1997 514.24860954284668 1e30 +1710599.60 5828612.24 1220 1998 514.442384243011475 1e30 +1710601.72 5828624.56 1220 1999 514.707624912261963 1e30 +1710603.85 5828636.87 1220 2000 514.613866806030273 1e30 +1710605.97 5828649.19 1220 2001 514.310121536254883 1e30 +1710608.09 5828661.50 1220 2002 514.48744535446167 1e30 +1710610.22 5828673.82 1220 2003 514.31131362915039 1e30 +1710612.34 5828686.13 1220 2004 513.933241367340088 1e30 +1710614.46 5828698.45 1220 2005 513.896763324737549 1e30 +1710616.59 5828710.77 1220 2006 513.981342315673828 1e30 +1710618.71 5828723.08 1220 2007 513.811945915222168 1e30 +1710620.83 5828735.40 1220 2008 513.796091079711914 1e30 +1710622.95 5828747.71 1220 2009 513.439655303955078 1e30 +1710625.08 5828760.03 1220 2010 513.1528377532959 1e30 +1710627.20 5828772.34 1220 2011 513.152897357940674 1e30 +1710629.32 5828784.66 1220 2012 513.404428958892822 1e30 +1710631.45 5828796.97 1220 2013 513.432145118713379 1e30 +1710633.57 5828809.29 1220 2014 513.341784477233887 1e30 +1710635.69 5828821.60 1220 2015 513.36526870727539 1e30 +1710637.81 5828833.92 1220 2016 513.349294662475586 1e30 +1710639.94 5828846.23 1220 2017 513.563990592956543 1e30 +1710642.06 5828858.55 1220 2018 513.8930082321167 1e30 +1710644.18 5828870.86 1220 2019 513.6493444442749 1e30 +1710646.31 5828883.18 1220 2020 513.28432559967041 1e30 +1710648.43 5828895.49 1220 2021 513.1828784942627 1e30 +1710650.55 5828907.81 1220 2022 513.250291347503662 1e30 +1710652.67 5828920.12 1220 2023 513.506770133972168 1e30 +1710654.80 5828932.44 1220 2024 513.492941856384277 1e30 +1710656.92 5828944.75 1220 2025 513.308227062225342 1e30 +1710659.04 5828957.07 1220 2026 513.422846794128418 1e30 +1710661.17 5828969.39 1220 2027 513.21101188659668 1e30 +1710663.29 5828981.70 1220 2028 512.78227567672729 1e30 +1710665.41 5828994.02 1220 2029 512.764930725097656 1e30 +1710667.53 5829006.33 1220 2030 512.747466564178467 1e30 +1710669.66 5829018.65 1220 2031 512.29 1e30 +1710671.78 5829030.96 1220 2032 512.096047401428223 1e30 +1710673.90 5829043.28 1220 2033 512.1343731880188 1e30 +1710676.03 5829055.59 1220 2034 512.07429170608521 1e30 +1710678.15 5829067.91 1220 2035 511.876523494720459 1e30 +1710680.27 5829080.22 1220 2036 511.767864227294922 1e30 +1710682.39 5829092.54 1220 2037 511.616110801696777 1e30 +1710684.52 5829104.85 1220 2038 511.66534423828125 1e30 +1710686.64 5829117.17 1220 2039 511.986494064331055 1e30 +1710688.76 5829129.48 1220 2040 512.314498424530029 1e30 +1710690.89 5829141.80 1220 2041 512.43668794631958 1e30 +1710693.01 5829154.11 1220 2042 512.187063694 1e30 +1710695.13 5829166.43 1220 2043 511.74634695053101 1e30 +1710697.25 5829178.74 1220 2044 511.67219877243042 1e30 +1710699.38 5829191.06 1220 2045 511.897444725036621 1e30 +1710701.50 5829203.38 1220 2046 511.810660362243652 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5829425.05 1220 2064 510.418236255645752 1e30 +1710741.83 5829437.36 1220 2065 510.15019416809082 1e30 +1710743.96 5829449.68 1220 2066 510.1199746131897 1e30 +1710746.08 5829462.00 1220 2067 509.8845362663269 1e30 +1710748.20 5829474.31 1220 2068 510.29485464096069 1e30 +1710750.33 5829486.63 1220 2069 510.757148265838623 1e30 +1710752.45 5829498.94 1220 2070 510.303616523742676 1e30 +1710754.57 5829511.26 1220 2071 509.849607944488525 1e30 +1710756.69 5829523.57 1220 2072 509.974837303161621 1e30 +1710758.82 5829535.89 1220 2073 509.9906325340271 1e30 +1710760.94 5829548.20 1220 2074 510.3716254234314 1e30 +1710763.06 5829560.52 1220 2075 510.847389698028564 1e30 +1710522.34 5828016.87 1221 1950 515.839934349060059 1e30 +1710543.56 5828140.02 1221 1960 515.332937240600586 1e30 +1710564.79 5828263.17 1221 1970 514.931380748748779 1e30 +1710586.02 5828386.33 1221 1980 514.571487903594971 1e30 +1710607.25 5828509.48 1221 1990 514.662802219390869 1e30 +1710628.48 5828632.63 1221 2000 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1960 513.599574565887451 1e30 +1710594.95 5828143.85 1223 1961 513.76098394393921 1e30 +1710597.07 5828156.17 1223 1962 514.148592948913574 1e30 +1710599.20 5828168.48 1223 1963 514.346063137054443 1e30 +1710601.32 5828180.80 1223 1964 514.234304428100586 1e30 +1710603.44 5828193.11 1223 1965 513.978183269500732 1e30 +1710605.57 5828205.43 1223 1966 513.647377490997314 1e30 +1710607.69 5828217.74 1223 1967 513.57400417327881 1e30 +1710609.81 5828230.06 1223 1968 513.543367385864258 1e30 +1710611.93 5828242.37 1223 1969 513.289332389831543 1e30 +1710614.06 5828254.69 1223 1970 513.004481792449951 1e30 +1710616.18 5828267.00 1223 1971 512.922585010528564 1e30 +1710618.30 5828279.32 1223 1972 513.025403022766113 1e30 +1710620.43 5828291.63 1223 1973 513.185560703277588 1e30 +1710622.55 5828303.95 1223 1974 513.229966163635254 1e30 +1710624.67 5828316.26 1223 1975 513.219833374023438 1e30 +1710626.79 5828328.58 1223 1976 513.399600982666016 1e30 +1710628.92 5828340.89 1223 1977 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5827961.71 1234 1950 508.529961109161377 1e30 +1710863.78 5828084.87 1234 1960 509.07266139984131 1e30 +1710885.01 5828208.02 1234 1970 508.820474147796631 1e30 +1710906.24 5828331.17 1234 1980 508.91411304473877 1e30 +1710927.46 5828454.32 1234 1990 508.3048939704895 1e30 +1710948.69 5828577.48 1234 2000 509.713709354400635 1e30 +1710969.92 5828700.63 1234 2010 508.639752864837646 1e30 +1710991.15 5828823.78 1234 2020 508.28319787979126 1e30 +1711012.38 5828946.93 1234 2030 507.81857967376709 1e30 +1711033.61 5829070.09 1234 2040 507.318973541259766 1e30 +1711054.84 5829193.24 1234 2050 507.147550582885742 1e30 +1711076.07 5829316.39 1234 2060 506.703317165374756 1e30 +1710852.32 5827871.26 1235 1943 508.118927478790283 1e30 +1710854.44 5827883.58 1235 1944 508.26931 1e30 +1710856.57 5827895.89 1235 1945 508.228302001953125 1e30 +1710858.69 5827908.21 1235 1946 508.25381278991699 1e30 +1710860.81 5827920.53 1235 1947 508.2593560218811 1e30 +1710862.94 5827932.84 1235 1948 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5828388.50 1235 1985 508.519411087036133 1e30 +1710943.60 5828400.82 1235 1986 508.704900741577148 1e30 +1710945.73 5828413.14 1235 1987 508.672595024108887 1e30 +1710947.85 5828425.45 1235 1988 508.536756038665771 1e30 +1710949.97 5828437.77 1235 1989 508.594751358032227 1e30 +1710952.10 5828450.08 1235 1990 508.625984191894531 1e30 +1710954.22 5828462.40 1235 1991 508.531630039215088 1e30 +1710956.34 5828474.71 1235 1992 508.533239364624023 1e30 +1710958.46 5828487.03 1235 1993 508.771896362304688 1e30 +1710960.59 5828499.34 1235 1994 509.583532810211182 1e30 +1710966.96 5828536.29 1235 1997 509.965002536773682 1e30 +1710969.08 5828548.60 1235 1998 510.162711143493652 1e30 +1710971.20 5828560.92 1235 1999 509.976029396057129 1e30 +1710973.32 5828573.23 1235 2000 509.867429733276367 1e30 +1710975.45 5828585.55 1235 2001 509.6583366394043 1e30 +1710977.57 5828597.86 1235 2002 509.71454381942749 1e30 +1710979.69 5828610.18 1235 2003 509.639263153076172 1e30 +1710981.82 5828622.49 1235 2004 509.172320365905762 1e30 +1710983.94 5828634.81 1235 2005 508.630514144897461 1e30 +1710986.06 5828647.12 1235 2006 508.493125438690186 1e30 +1710988.18 5828659.44 1235 2007 508.53806734085083 1e30 +1710990.31 5828671.76 1235 2008 508.66544246673584 1e30 +1710992.43 5828684.07 1235 2009 508.730411529541016 1e30 +1710994.55 5828696.39 1235 2010 508.806943893432617 1e30 +1710996.68 5828708.70 1235 2011 508.735001087188721 1e30 +1710998.80 5828721.02 1235 2012 508.5480809211731 1e30 +1711000.92 5828733.33 1235 2013 508.391797542572021 1e30 +1711003.04 5828745.65 1235 2014 508.293569087982178 1e30 +1711005.17 5828757.96 1235 2015 508.337736129760742 1e30 +1711007.29 5828770.28 1235 2016 508.5180401802063 1e30 +1711009.41 5828782.59 1235 2017 508.492708206176758 1e30 +1711011.54 5828794.91 1235 2018 508.554518222808838 1e30 +1711013.66 5828807.22 1235 2019 508.472740650177 1e30 +1711015.78 5828819.54 1235 2020 508.348762989044189 1e30 +1711017.91 5828831.85 1235 2021 508.30948352813721 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5829295.18 1239 2060 504.156112670898438 1e30 +1710990.34 5827936.26 1240 1950 505.410969257354736 1e30 +1711011.57 5828059.41 1240 1960 506.621897220611572 1e30 +1711032.80 5828182.56 1240 1970 505.360782146453857 1e30 +1711054.03 5828305.72 1240 1980 507.119834423065186 1e30 +1711096.48 5828552.02 1240 2000 507.9612135887146 1e30 +1711117.71 5828675.17 1240 2010 507.436811923980713 1e30 +1711138.94 5828798.33 1240 2020 508.041441440582275 1e30 +1711160.17 5828921.48 1240 2030 507.60394334793091 1e30 +1711181.40 5829044.63 1240 2040 507.18396902084351 1e30 +1711202.63 5829167.78 1240 2050 506.164908409118652 1e30 +1711223.86 5829290.93 1240 2060 504.45312261581421 1e30 +1711014.97 5827932.01 1241 1950 504.73785400390625 1e30 +1711036.20 5828055.17 1241 1960 506.557822227478027 1e30 +1711057.43 5828178.32 1241 1970 504.993855953216553 1e30 +1711078.66 5828301.47 1241 1980 507.149636745452881 1e30 +1711099.89 5828424.62 1241 1990 507.451415061950684 1e30 +1711121.12 5828547.78 1241 2000 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5828658.20 1244 2010 504.74041700363159 1e30 +1711237.47 5828781.35 1244 2020 506.318867206573486 1e30 +1711258.70 5828904.51 1244 2030 505.309402942657471 1e30 +1711279.93 5829027.66 1244 2040 504.057526588439941 1e30 +1711322.38 5829273.96 1244 2060 503.572285175323486 1e30 +1711094.39 5827804.21 1245 1941 500.99647045135498 1e30 +1711096.52 5827816.52 1245 1942 502.125203609466553 1e30 +1711098.64 5827828.84 1245 1943 502.94792652130127 1e30 +1711100.76 5827841.15 1245 1944 503.226816654205322 1e30 +1711102.88 5827853.47 1245 1945 503.1055212020874 1e30 +1711105.01 5827865.78 1245 1946 503.078937530517578 1e30 +1711107.13 5827878.10 1245 1947 503.265440464019775 1e30 +1711109.25 5827890.41 1245 1948 503.480672836303711 1e30 +1711111.38 5827902.73 1245 1949 503.7650465965271 1e30 +1711113.50 5827915.04 1245 1950 503.709971904754639 1e30 +1711115.62 5827927.36 1245 1951 503.3491849899292 1e30 +1711117.74 5827939.67 1245 1952 503.154158592224121 1e30 +1711119.87 5827951.99 1245 1953 503.253400325775146 1e30 +1711121.99 5827964.31 1245 1954 503.545582294464111 1e30 +1711124.11 5827976.62 1245 1955 503.815591335296631 1e30 +1711126.24 5827988.94 1245 1956 503.924310207366943 1e30 +1711128.36 5828001.25 1245 1957 504.062414169311523 1e30 +1711130.48 5828013.57 1245 1958 504.134237766265869 1e30 +1711132.60 5828025.88 1245 1959 504.154443740844727 1e30 +1711134.73 5828038.20 1245 1960 504.114389419555664 1e30 +1711136.85 5828050.51 1245 1961 504.236698150634766 1e30 +1711138.97 5828062.83 1245 1962 504.56506013870239 1e30 +1711141.10 5828075.14 1245 1963 504.561781883239746 1e30 +1711143.22 5828087.46 1245 1964 504.246711730957031 1e30 +1711145.34 5828099.77 1245 1965 504.308819770812988 1e30 +1711147.47 5828112.09 1245 1966 504.472136497497559 1e30 +1711149.59 5828124.40 1245 1967 504.18621301651001 1e30 +1711151.71 5828136.72 1245 1968 503.88789176940918 1e30 +1711153.83 5828149.03 1245 1969 503.778457641601563 1e30 +1711155.96 5828161.35 1245 1970 503.813564777374268 1e30 +1711158.08 5828173.66 1245 1971 503.879666328430176 1e30 +1711160.20 5828185.98 1245 1972 503.771781921386719 1e30 +1711162.33 5828198.29 1245 1973 503.671348094940186 1e30 +1711164.45 5828210.61 1245 1974 503.687024116516113 1e30 +1711166.57 5828222.93 1245 1975 503.76206636428833 1e30 +1711168.69 5828235.24 1245 1976 503.969013690948486 1e30 +1711170.82 5828247.56 1245 1977 504 1e30 +1711172.94 5828259.87 1245 1978 503.782570362091064 1e30 +1711175.06 5828272.19 1245 1979 503.73721122741699 1e30 +1711177.19 5828284.50 1245 1980 503.986835479736328 1e30 +1711179.31 5828296.82 1245 1981 504.474818706512451 1e30 +1711181.43 5828309.13 1245 1982 505.00345230102539 1e30 +1711183.55 5828321.45 1245 1983 505.15091419219971 1e30 +1711185.68 5828333.76 1245 1984 504.935681819915771 1e30 +1711187.80 5828346.08 1245 1985 504.930257797241211 1e30 +1711189.92 5828358.39 1245 1986 505.25105 1e30 +1711192.05 5828370.71 1245 1987 505.676686763763428 1e30 +1711194.17 5828383.02 1245 1988 505.7106614112854 1e30 +1711196.29 5828395.34 1245 1989 505.443453788757324 1e30 +1711198.41 5828407.65 1245 1990 505.28436899185181 1e30 +1711200.54 5828419.97 1245 1991 505.457162857055664 1e30 +1711202.66 5828432.28 1245 1992 505.653083324432373 1e30 +1711204.78 5828444.60 1245 1993 505.419731140136719 1e30 +1711206.91 5828456.92 1245 1994 504.8288106918335 1e30 +1711209.03 5828469.23 1245 1995 504.701435565948486 1e30 +1711211.15 5828481.55 1245 1996 505.231678485870361 1e30 +1711213.27 5828493.86 1245 1997 506.146073341369629 1e30 +1711215.40 5828506.18 1245 1998 506.088435649871826 1e30 +1711217.52 5828518.49 1245 1999 505.96112012863159 1e30 +1711219.64 5828530.81 1245 2000 506.383299827575684 1e30 +1711221.77 5828543.12 1245 2001 507.129192352294922 1e30 +1711223.89 5828555.44 1245 2002 507.48747587203979 1e30 +1711226.01 5828567.75 1245 2003 507.265925407409668 1e30 +1711228.13 5828580.07 1245 2004 507.04723596572876 1e30 +1711230.26 5828592.38 1245 2005 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5828403.41 1246 1990 505.316495895385742 1e30 +1711244.27 5828526.56 1246 2000 506.907522678375244 1e30 +1711265.50 5828649.72 1246 2010 506.115972995758057 1e30 +1711286.73 5828772.87 1246 2020 505.068063735961914 1e30 +1711307.96 5828896.02 1246 2030 504.56506013870239 1e30 +1711329.19 5829019.17 1246 2040 504.477024078369141 1e30 +1711371.65 5829265.48 1246 2060 503.2799243927002 1e30 +1711183.99 5828029.71 1247 1960 502.967119216918945 1e30 +1711226.45 5828276.02 1247 1980 504.39763069152832 1e30 +1711247.68 5828399.17 1247 1990 504.243791103363037 1e30 +1711268.91 5828522.32 1247 2000 506.368339061737061 1e30 +1711290.14 5828645.47 1247 2010 505.43588399887085 1e30 +1711311.36 5828768.63 1247 2020 504.543781280517578 1e30 +1711332.59 5828891.78 1247 2030 503.84378433227539 1e30 +1711353.82 5829014.93 1247 2040 504.354894161224365 1e30 +1711396.28 5829261.24 1247 2060 503.509402275085449 1e30 +1711208.62 5828025.47 1248 1960 502.33554840087891 1e30 +1711251.08 5828271.77 1248 1980 503.988385200500488 1e30 +1711272.31 5828394.93 1248 1990 503.898561 1e30 +1711293.54 5828518.08 1248 2000 504.8530101776123 1e30 +1711314.77 5828641.23 1248 2010 504.508495330810547 1e30 +1711336.00 5828764.38 1248 2020 503.850638866424561 1e30 +1711357.22 5828887.54 1248 2030 503.66055965423584 1e30 +1711378.45 5829010.69 1248 2040 504.455745220184326 1e30 +1711233.25 5828021.23 1249 1960 502.043068408966064 1e30 +1711275.71 5828267.53 1249 1980 503.200829029083252 1e30 +1711296.94 5828390.68 1249 1990 503.723561763763428 1e30 +1711318.17 5828513.84 1249 2000 504.31138277053833 1e30 +1711339.40 5828636.99 1249 2010 504.047513008117676 1e30 +1711360.63 5828760.14 1249 2020 503.550291061401367 1e30 +1711381.86 5828883.29 1249 2030 503.95059585571289 1e30 +1711403.08 5829006.45 1249 2040 504.617393016815186 1e30 +1711257.89 5828016.98 1250 1960 502.641856670379639 1e30 +1711300.34 5828263.29 1250 1980 503.088176250457764 1e30 +1711321.57 5828386.44 1250 1990 503.168821334838867 1e30 +1711342.80 5828509.59 1250 2000 504.52125072479248 1e30 +1711385.26 5828755.90 1250 2020 503.45867872238159 1e30 +1711406.49 5828879.05 1250 2030 503.625333309173584 1e30 +1711282.52 5828012.74 1251 1960 502.1662712097168 1e30 +1711324.98 5828259.05 1251 1980 502.927839756011963 1e30 +1711346.20 5828382.20 1251 1990 503.00866365432739 1e30 +1711367.43 5828505.35 1251 2000 504.8900842666626 1e30 +1711409.89 5828751.66 1251 2020 503.695845603942871 1e30 +1711431.12 5828874.81 1251 2030 503.493905067443848 1e30 +1711307.15 5828008.50 1252 1960 500.163912773132324 1e30 +1711349.61 5828254.80 1252 1980 502.18153 1e30 +1711370.84 5828377.96 1252 1990 503.168702125549316 1e30 +1711392.07 5828501.11 1252 2000 504.114449024200439 1e30 +1711434.52 5828747.41 1252 2020 503.404378890991211 1e30 +1711455.75 5828870.57 1252 2030 503.225326538085938 1e30 +1711374.24 5828250.56 1253 1980 501.40911340713501 1e30 +1711395.47 5828373.71 1253 1990 503.174841403961182 1e30 +1711416.70 5828496.87 1253 2000 503.624677658081055 1e30 +1711459.15 5828743.17 1253 2020 502.908825874328613 1e30 +1711480.38 5828866.32 1253 2030 503.198385238647461 1e30 +1711398.87 5828246.32 1254 1980 502.185821533203125 1e30 +1711420.10 5828369.47 1254 1990 503.00288200378418 1e30 +1711441.33 5828492.62 1254 2000 503.2421350479126 1e30 +1711406.52 5828143.55 1255 1972 500.153720378875732 1e30 +1711408.64 5828155.87 1255 1973 500.091433525085449 1e30 +1711410.77 5828168.18 1255 1974 500.518977642059326 1e30 +1711412.89 5828180.50 1255 1975 501.350998878479 1e30 +1711415.01 5828192.81 1255 1976 502.094268798828125 1e30 +1711417.13 5828205.13 1255 1977 502.288997173309326 1e30 +1711419.26 5828217.44 1255 1978 502.182662487030029 1e30 +1711421.38 5828229.76 1255 1979 502.299129962921143 1e30 +1711423.50 5828242.07 1255 1980 502.332985401153564 1e30 +1711425.63 5828254.39 1255 1981 502.184569835662842 1e30 +1711427.75 5828266.71 1255 1982 502.19047069549561 1e30 +1711429.87 5828279.02 1255 1983 502.34532356262207 1e30 +1711431.99 5828291.34 1255 1984 502.767503261566162 1e30 +1711440.49 5828340.60 1255 1988 503.363072872161865 1e30 +1711442.61 5828352.91 1255 1989 503.162264823913574 1e30 +1711444.73 5828365.23 1255 1990 502.971231937408447 1e30 +1711446.85 5828377.54 1255 1991 502.656340599060059 1e30 +1711448.98 5828389.86 1255 1992 502.443552017211914 1e30 +1711451.10 5828402.17 1255 1993 502.3348331451416 1e30 +1711453.22 5828414.49 1255 1994 502.1137 1e30 +1711455.35 5828426.80 1255 1995 502.063453197479248 1e30 +1711457.47 5828439.12 1255 1996 502.14838981628418 1e30 +1711459.59 5828451.43 1255 1997 502.15291976928711 1e30 +1711461.71 5828463.75 1255 1998 502.55119800567627 1e30 +1711463.84 5828476.06 1255 1999 502.881765365600586 1e30 +1711465.96 5828488.38 1255 2000 503.104269504547119 1e30 +1711468.08 5828500.70 1255 2001 503.247857093811035 1e30 +1711470.21 5828513.01 1255 2002 503.2086968421936 1e30 +1711472.33 5828525.33 1255 2003 503.08525562286377 1e30 +1711474.45 5828537.64 1255 2004 502.943634986877441 1e30 +1711476.58 5828549.96 1255 2005 502.991557121276855 1e30 +1711478.70 5828562.27 1255 2006 503.207921981811523 1e30 +1711480.82 5828574.59 1255 2007 503.2508373260498 1e30 +1711482.94 5828586.90 1255 2008 503.2535195350647 1e30 +1711485.07 5828599.22 1255 2009 503.26395034790039 1e30 +1711487.19 5828611.53 1255 2010 503.128707408905029 1e30 +1711489.31 5828623.85 1255 2011 503.009915351867676 1e30 +1711491.44 5828636.16 1255 2012 502.744019031524658 1e30 +1711493.56 5828648.48 1255 2013 502.85393 1e30 +1711495.68 5828660.79 1255 2014 502.94804573059082 1e30 +1711497.80 5828673.11 1255 2015 503.155350685119629 1e30 +1711499.93 5828685.42 1255 2016 503.224074840545654 1e30 +1711502.05 5828697.74 1255 2017 502.94196605682373 1e30 +1711504.17 5828710.05 1255 2018 502.644181251525879 1e30 +1711506.30 5828722.37 1255 2019 502.70920991897583 1e30 +1711508.42 5828734.68 1255 2020 502.47114896774292 1e30 +1711510.54 5828747.00 1255 2021 502.183020114898682 1e30 +1711512.66 5828759.32 1255 2022 502.183139324188232 1e30 +1711514.79 5828771.63 1255 2023 502.2735595703125 1e30 +1711516.91 5828783.95 1255 2024 502.726435661315918 1e30 +1711519.03 5828796.26 1255 2025 503.148972988128662 1e30 +1711521.16 5828808.58 1255 2026 503.105223178863525 1e30 +1711523.28 5828820.89 1255 2027 502.933025360107422 1e30 +1711525.40 5828833.21 1255 2028 502.875626087188721 1e30 +1711527.52 5828845.52 1255 2029 502.9330849647522 1e30 +1711529.65 5828857.84 1255 2030 502.886652946472168 1e30 +1711531.77 5828870.15 1255 2031 502.72673368453979 1e30 +1711533.89 5828882.47 1255 2032 502.6 1e30 +1711536.02 5828894.78 1255 2033 502.540051937103271 1e30 +1711538.14 5828907.10 1255 2034 502.547860145568848 1e30 +1711540.26 5828919.41 1255 2035 502.760767936706543 1e30 +1711448.14 5828237.83 1256 1980 499.78393316268921 1e30 +1711472.77 5828233.59 1257 1980 498.400211334228516 1e30 diff --git a/gio/surfer.py b/gio/surfer.py index 8d9140e..a5336a3 100644 --- a/gio/surfer.py +++ b/gio/surfer.py @@ -147,8 +147,8 @@ def _surfer7bin(fname): return GridInfo(xmin=xLL, ymin=yLL, - xsize=xSize, - ysize=ySize, + xmax=xLL + xSize*nCol, + ymax=yLL + ySize*nRow, data=np.flipud(data.reshape(nRow, nCol)), fname=fname, ) diff --git a/notebooks/Read_OpendTect_horizons.ipynb b/notebooks/Read_OpendTect_horizons.ipynb index e29d0dd..2a49fa3 100644 --- a/notebooks/Read_OpendTect_horizons.ipynb +++ b/notebooks/Read_OpendTect_horizons.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 1, "id": "6d53a087", "metadata": {}, "outputs": [ @@ -396,14 +396,14 @@ " seed_index (iline, xline) float64 nan nan nan nan ... nan nan nan nan\n", " tracking_order (iline, xline) float64 nan nan nan nan ... nan nan nan nan\n", "Attributes:\n", - " odt_filename: ../data/OdT/3d_horizon/Segment_ILXL_Single-line-header.dat
  • odt_filename :
    ../data/OdT/3d_horizon/Segment_ILXL_Single-line-header.dat
  • " ], "text/plain": [ "\n", @@ -469,7 +469,7 @@ " odt_filename: ../data/OdT/3d_horizon/Segment_ILXL_Single-line-header.dat" ] }, - "execution_count": 36, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } @@ -483,23 +483,23 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 2, "id": "a3a9ab32", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 37, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
    " ] @@ -528,7 +528,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 3, "id": "ab626956", "metadata": {}, "outputs": [ @@ -900,14 +900,14 @@ " seed_index (iline, xline) float64 nan nan nan nan ... nan nan nan nan\n", " tracking_order (iline, xline) float64 nan nan nan nan ... nan nan nan nan\n", "Attributes:\n", - " odt_filename: ../data/OdT/3d_horizon/Segment_XY-and-ILXL_Multi-line-head...
  • odt_filename :
    ../data/OdT/3d_horizon/Segment_XY-and-ILXL_Multi-line-header.dat
  • " ], "text/plain": [ "\n", @@ -999,7 +999,7 @@ " odt_filename: ../data/OdT/3d_horizon/Segment_XY-and-ILXL_Multi-line-head..." ] }, - "execution_count": 38, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -1011,23 +1011,23 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 4, "id": "bb9f6a46", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 39, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
    " ] @@ -1424,14 +1424,14 @@ "Data variables:\n", " twt (iline, xline) float64 nan nan nan nan nan ... nan nan nan nan nan\n", "Attributes:\n", - " odt_filename: ../data/OdT/3d_horizon/Segment_XY-and-ILXL_Multi-line-head...
  • odt_filename :
    ../data/OdT/3d_horizon/Segment_XY-and-ILXL_Multi-line-header.dat
  • " ], "text/plain": [ "\n", @@ -1509,7 +1509,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/matt/miniconda3/envs/py39/lib/python3.9/site-packages/gio/opendtect.py:240: UserWarning: Attempting to construct grid from (x, y) locations.\n", + "/home/matt/miniconda3/envs/gio/lib/python3.9/site-packages/gio/opendtect.py:239: UserWarning: Attempting to construct grid from (x, y) locations.\n", " dx = df_to_xarray(df, attrs=attrs, origin=origin, step=step)\n" ] }, @@ -1881,14 +1881,14 @@ " seed_index (iline, xline) float64 nan nan nan nan ... nan nan nan nan\n", " tracking_order (iline, xline) float64 nan nan nan nan ... nan nan nan nan\n", "Attributes:\n", - " odt_filename: ../data/OdT/3d_horizon/Segment_XY_Single-line-header.dat
  • odt_filename :
    ../data/OdT/3d_horizon/Segment_XY_Single-line-header.dat
  • " ], "text/plain": [ "\n", @@ -2001,7 +2001,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -2010,7 +2010,7 @@ }, { "data": { - "image/png": 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\n", 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    " ] @@ -2046,9 +2046,9 @@ "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_38479/2851580902.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mfname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'../data/OdT/3d_horizon/Segment_XY_No-header.dat'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_odt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0mds\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/miniconda3/envs/py39/lib/python3.9/site-packages/gio/opendtect.py\u001b[0m in \u001b[0;36mread_odt\u001b[0;34m(fname, names, usecols, na_values, origin, step, attrs)\u001b[0m\n\u001b[1;32m 216\u001b[0m \u001b[0mcrossline\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m—\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mcdp_x\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mcdp_y\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mpresent\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m—\u001b[0m \u001b[0mwill\u001b[0m \u001b[0mbe\u001b[0m \u001b[0mcoordinates\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 217\u001b[0m \"\"\"\n\u001b[0;32m--> 218\u001b[0;31m df = read_odt_as_df(fname,\n\u001b[0m\u001b[1;32m 219\u001b[0m \u001b[0mnames\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnames\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 220\u001b[0m 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\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[0mmessage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'First two columns must be integers to be interpreted as inline and crossline.'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 93\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 94\u001b[0m \u001b[0mcols\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata_cols\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0mnames\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mix\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34mf'var_{n}'\u001b[0m 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  • odt_filename :
    ../data/OdT/3d_horizon/Segment_XY_No-header.dat
  • " ], "text/plain": [ "\n", @@ -2510,7 +2510,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 10, @@ -2519,7 +2519,7 @@ }, { "data": { - "image/png": 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kTn8mnl/N7TOjL51kP3N6+lzBtv7aMYbeGekaAyOD6djEwf+QjgPctbR2HOCnH0hj64d+ODOHv4G1f3syzwxU5/5nj0s/Dke+NW3DDZ+r/4zA4jen8fxG2vDc16Xfq97+2gP/+9L31r2+tT+HfczMupBn+5iZdZluyO3T2U8xmJmNRwCh+lsDJO0j6VJJt0m6VdLzJH1F0tpyu1vS2jH1z5B0h6TbJR3Xok/YfXf+8w7cXLP/0D1zkzozlcbb9+pJJ9X/423H1Oyfe8S3kzpvv+H1SdmM3tqg+PTMBPfqOr8AM/eoHZ/I/VW6bXpmjCGTA2jBWbWx9J9+MI2j3/rxtOxp76vk1Wkwdp/MzW/gGYLtnX/xWyrx/Ny5GnlGocE2RE/tf/IX/Mm56XHD6cl6BurHDb77zcZyMdmu18Swz3Lgyog4sVzEfUZE/HaAUNIngV+Wrw+jWNj9cODJwLckLYiI3NMzE9J1nb+ZWX1qymwfSXsDRwNvAIiIAWBgzPsC/hQYvZM8AfhyRPQDd0m6A3g28MMJN6bCYR8zs5xoYINZklaP2U6pnGU+sAW4UNKNks6XNHaJwaOA+yNifbl/ALBxzPubyrKma1nnL2l3SddL+rGkWyR9rCx/oqRrJK0vv+7bqjaYmY1LFAO+9TZga0QsHrOtqJypDzgS+OeIeAbwKLBszPuvBb40Zj/350ZL5h21MuzTDxwTEb+WNA34gaSVwKuAayPibEnLKL4R729hO3Zo0fQ0J9Btg+k6AI9G+jxANcf/OeuWJHV6eWJS9uuh2mcG+jLx/b2mp9fr7akNSA8OpXmJhvfMrDuQlEDfb2qfGTjsg5k5/ZkoY1/19Jkfy0bm+Tcc8x9JK+Zi9YkGz1/VM1j/etk6mZh/rp0dPoGkszSny90EbIqIVeX+pZSdv6Q+iv7wmZX6Yx9ROhC4tyktqWjZnX8Ufl3uTiu3oIhpXVSWXwS8slVtMDMbPzWw7VhE3AdslLSwLDoWWFe+fglwW0RsGnPIFcBJknaTdDBwCHD9xD9LqqUDvpJ6gTXAU4HPRsQqSftHxGaAiNgsab/tHHsKcArA3LnpjBwzs5ZqMFtsA5YCF5czfTYAbyzLT6I25ENE3CLpEopfEEPAqa2Y6QMt7vzLRi+StA/wVUlP24ljVwArABYvXtzhz9qZ2ZQyOs+/GaeKWAsszpS/YTv1zwLOasrFd2CXTPWMiIclXQccD9wvaU551z8HeGBXtGF7ep7006RswX1PTcqGSccBHunbo2Z/W6Rr8z5pt18mZff1P6Fmf2YSSIehkTSeX80JtG33dFwgt/qQMj/DI1tr25pZtjgb8682KzenP/vXcAPz/Budr9/Icbm1Aapx+dzYRCPHZeP72WcUcg2r3X3xy/4uqfKdqydtCMzG6PT0Dq2c7TO7vONH0h6U8S2KmNbJZbWTga+3qg1mZuPW2FTPttXKO/85wEVl3L8HuCQiviHph8Alkt4M3AO8uoVtMDMbnw6fmtWyzj8ibgKekSl/kGLE28xsymoo5NjGGur8y0eQXwfMj4gzJc0FnhQRLZmCNNn6nnRHUvY7P39yUrat7+Ga/Y0D6Zz+6rMAkI4DDGYC7tMzwfQH+2vX9Z0xLTOnf7f0XCOZx9Qf26/2WA2n6xX0ZH46eiuXVDoUkowLQBpfVG6sICN385WLy6cHZo4bqu7nJuKnZVFpvDKNisxxubGW3DMCVccce3Z6ruFqYqLMyXPXG6g97poffLDu9Y3iB6/DF3NpNOb/T8DzKJ5GA3gE+GxLWmRmNhU45g/AcyLiSEk3AkTEL8o5q2ZmnanNO/d6Gr3zHywHbgOKmTw08xEIM7Oppg3u/CUlc4VzZTmN3vl/BvgqsJ+ks4ATgQ813MIO8OQD0vQaD2+sTbb3hN7fJHU2D6Z567aNpM8DVFVz/gM8Ugla59b+/U1v+gfZtL40SD68V23wfiAT3uzdmrazGu/ODBXk58pXHknIhawbeFo+K79+QCa/fiXGn80b1MgtTfa48ZXl6mTHOaptH2ps0CT6MgMwVl8TH/JqsZeS5kZbkilLNNT5R8TFktZQzNIR8MqIuHVnW2lm1i6m8mwfSW8D3g78rqSbxry1F/DfjZxjZ6Z6rgd+NXqMpLkRcc9OHG9m1j6mcOcPfBFYCfwttSmiH4mIhxo5QaNTPZcCHwHuB4Yp7v4DePrOtNbMrF1M5Tv/iPgl8Mtypa8FwP9ERGbi9fY1eud/GrCwfEDLSocd9POa/QfvTnMCDUb6LX5oaGbN/taBPZM6e2QSz+zWWxvn3X0kjfvumVkH4Nf9DUzMyvykD++ZBsBHptfGQadNS+cM9KbLHafr5+bm6udy+zQwV7767EFx/kzMv5qjJxffz8Tgq+2qngdAmWcGeobSCyT5hfozsfsGksooc+6Ylsb3NVT7c3Tc4o8mda5anZYZ7RLzv4tiCv5nJD0CfB/4XkTUTZvTaOe/kXKBYTOzjjdFZvPUExEXABdIehLFWsDvpUiFv1e9Yxvt/DcA10n6L4oVukYvfN7ON9fMrA20Qecv6XzgMIqQ/PcpZmLe0MixjXb+95Tb9HIzM+toDU37nXy/A/QCDwMPUawp3NA84Eanen5s3E3rIkfNS3MCPbwhHRN/pLJucP9I+s/w6NBuSVn/cP1/rt1703/33TLz/AeHasuGMvHikZH0uKgk7hmamYl1D6ax0urzALncPr3ZXPqZsmQ94PrxfYCegUbm+TcQb8/F/HPXy8Tzk3q5cYFGEsmPZI7bln6zqmMDMT39GTr+iA8nZVf++OP129Dp2uDOPyL+GEDSocBxwHck9UbEgfWO3WFvIunTEXG6pP8k862IiD8aZ5vNzKYsxdSe7TNK0iuAo4CjgX2Bb1OEf+qqdyv5b+XXc8fdOjOzdtSk2T7lolbnA0+juIl+U0T8sJxC/w6KtXr/KyLeJ2kecCtwe3n4/0bEW3dw+lcBVwHLI+Le8noTT+8QEWvKr99t5GRmZh2jeXf+y4ErI+LEMiHmDEkvBk4Anh4R/ZL2G1P/zohY1OC5F0XEmyplE0/vIOlmdvAtiAg/5FXHH86/KSm7/M7aNW5+UZn3DzAtE+x+bLh27d+vPO9zDbXh6Gv/KinbNlj7T9/Tm5nT35vJ+9db++MQPbn895l895UhhaEZuZamlMmpHpVHILLz7jODddV599k4/UDmwGoMPvPwgYbqx9sBqD5r0OhCsZUYf/7cubLadiXrAgBk/p2XHPaBmv2V6z5Rv40dphlhH0l7U4Rk3gAQEQPAQJme4eyI6C/Ld2ot8zHpHea3Kr3DK3amQWZmHSGaNttnPrAFuFDSEcAaiodmFwBHlYkytwHvjYgflcccXKbP/xXwoYjIxfBbm94hIn7WyEnMzDpOY3f+syStHrO/IiJWjNnvA44ElkbEKknLKTrrPooB2ucCz6JY13w+sBmYGxEPSnom8DVJh0fEr2qaVqZ34PEFtnZavbDPDyLiBeVjw2O/FSquH3uP98JmZlNaY53/1ohYvIP3NwGbImJVuX8pRee/Cbg8ivU/r5c0AsyKiC2UD9JGxBpJd1L8lbA6PfXE1Lvzf0H5te6jwta4w6ffX7fOq373xqTsgze9alzX+96xf5+Uvfjb76nZHxpO4765vDqDlRh8DKWVcssVVOf133bWu5I6T3/3p5KyTGqk5JmBvnQZBUb6Mo2v5CHqy8XpMzHxbHy9Khe7z45FVM6VOy67Pm/l+96X+ffKxfN7KvUynznXhpXrz0nrdZlmxPwj4j5JGyUtjIjbKdLirwPuBI6hyJywgOLh2a3lQlkPRcRw+ZfAIRQZFppuZ1I6m5nZzlsKXFzO9NkAvBF4lCInz0+AAeDkiAhJRwNnShqiyKD81kZj+DvLnb+ZWU6TpnpGxFogFxp6fabuZcBlzbnyjrnzNzOrat5snynLnf8kWHhQ7XrA2+45KKnzlTuelZTNmpauBzxe3znmk3XrLLz8zKSsd7famPFwf+ZZgMwdU3V5gt/PxPdvPi8dBzjybZlxgEpIPBff7x3MxdLTovTcmTn81YJMXh0yRUl8P3dsroPJPDuRX/S4IvdcRjXGn6uTGStYMvf0mv2V93y6/vU7TRukd5gId/5mZhWiPXL7TIQ7fzOzHHf+ZmZdpk2yek6EO/8p4Ii5G5OyOyv5fwD2yi2O20K3v+qv69aZ9/n0GYL1Z6Sx+0P/ujZ2n/uPtWhpGt/vyeboqd2v5g0C0LbcOgOVvDq5Of25OH21Tm7ef6PjANU59dm5+Q3M88+NAeTm8CdjDJlvfGbdBvrTtaC7jgd8zcy6j+/8zcy6UYd3/pl5X80h6SBJ35F0q6RbJJ1Wlj9R0jWS1pdfmzd/0cysGaLBrY218s5/CHhPRNwgaS9gjaRrKPJaXxsRZ0taRpHkqO7CA90ml9tnKrr7L9K1AhqRWbY4/1BN7jGCSllunn+1Tq5MQ5ncO7k1datlufVzBzJx88HMQsXV+HquTk4lR48amfcP6fhBLuafG2OYXptAacmcU5MqKzd/trE2tKlOD/u07M4/IjZHxA3l60coliY7gGL1movKahcBr2xVG8zMxs13/hNXrkv5DGAVsH9EbIbiF0Rl+bKxx5wCnAIwd+7cXdFMM7Pf6vT0Di278x8laU+KREWnVxck2JGIWBERiyNi8ezZs1vXQDOzKsf8J0bSNIqO/+KIuLwsvl/SnPKufw6wU2tXWnu69czauf+//950Tn/uP9NIZg5/NUV9Lr7//a+lYxFHn1D7TMLIbunJs/P8K3n5c2sGZ2P3j2Wey6iePxO7j6H0XOqttLX6Tdievgb+i+eeW6g+j9DoWsMdQjSUCqqttXK2j4AvALdGxHlj3roCOLl8fTLw9Va1wcxs3HznP27PB/4cuFnS2rLsA8DZFOtVvhm4B3h1C9tgZjYunT7bp2Wdf0T8gO3/5XRsq65rZtYU7vzNmu/mc9P8P4cvy+T2yYTS1/7ju8d1ze99fXzPJFQd94yPJGU9uRw9I9PTsm31c+ZIDURjs2sGN5BzKDdWkBsXGK59HmHlff9Uv02dxIu5mJl1qQ6/82/5VE8zs3akqL81dB5pH0mXSrqtTHfzvLJ8qaTby/Q354ypf4akO8r3jmvNp/Odv5lZXvPu/JcDV0bEiZKmAzMkvZgi28HTI6J/9GFXSYcBJwGHA08GviVpQURk8odMjDt/mzJuOTsdB5iKrrrxY0nZkkPPSCs2kn8nE7uP4cz/80oeImXi9BGZIPVApSyzhm8jaxjkLDlgaVK28uf/MK5zTUXNmO0jaW/gaIqcZkTEADAg6W3A2RHRX5aPPu90AvDlsvwuSXcAzwZ+OPHW1HLYx8ysKigWc6m3wSxJq8dsp1TONB/YAlwo6UZJ50uaCSwAjpK0StJ3JT2rrH8AMHZ1p01lWdP5zt/MrGInFnDfGhGLd/B+H3AksDQiVklaTpHJuA/YF3gu8CyKZ5/mk58e35KhZ9/5m5nlNOcJ303ApohYVe5fSvHLYBNweRSup/g7YlZZftCY4w8E7p3oR8nxnb9ZM+Ty5Ofm61di/DEwmNbJxfyra/gODOxM63Z47lDmYYrK8wDHz6pGM/LjDp0kWW95HCLiPkkbJS2MiNspHnBdB9wJHANcJ2kBMB3YSpH+5ouSzqMY8D0EuH7CDcno7H89M7PxaG7unqXAxeVMnw3AG4FHgQsk/QQYAE6OiABukXQJxS+IIeDUVsz0AXf+ZmZZzcrtExFrgdy4wOu3U/8s4KzmXH373PmbmWU4vYOZ1bXy9rOTsiULMktTV8cGcjH4cc67z6rGrbPjCenYxFWP/Vvz2tCuOjy9gzt/M7OqnUjf0K7c+ZuZ5bjzNzPrLjvxkFfbcudv1iIrf/p3Sdlxe55cW5DLwZ/L0VONy/c0tsJs5NYWTislRS/tfU3N/jXDX2noep1EuWc3Oog7fzOzqg5Yo7ced/5mZhme6mlm1o18529mzaJKzpyRTG6fbD7/yjhAzx57pHUaiVFnxhMid1yl3sumnZRUuXrwy/Wv18Y84Gtm1m2C7EI7ncSdv5lZhmP+ZmZdxvP8zayprvzVhTX7S+aentQZeegXSVl1rCCb/yezfICi9nmAkYHGcvtU5cYhcuMAuXNdPfDFuuefciIc9jEz60a+8zcz60bu/M3Muo/v/M2sZWKfPZOynt5MDH6oNuaubf3puXI5gSq5g3qy6wpn5v5XYvy5mH/u+QD1dMgUmQCGO7v3rz/SY2bWhRT1t4bOI+0j6VJJt0m6VdLzJH1U0s8lrS23l5d150l6bEz551r1+Xznb2aW07zZPsuBKyPixHIR9xnAccCnIuLcTP07I2JRsy6+PS2785d0gaQHytXpR8ueKOkaSevLr/u26vpmZhPRjDt/SXsDRwNfAIiIgYh4uKUNb1Arwz7/ChxfKVsGXBsRhwDXlvtmZlNLNLjVNx/YAlwo6UZJ50uaWb73Dkk3lTfKY2+EDy7rflfSUc35QKmWdf4R8T3goUrxCcBF5euLgFe26vpm7UBDI8lGb2+6SbVbT7pJPcnGyEjNpml9yZa7nqpb37R0y9RDPenWhgRoOOpuwCxJq8dsp1RO1QccCfxzRDwDeJTipvefgd8FFgGbgU+W9TcDc8u67wa+WP710HS7Oua/f0RsBoiIzZL228XXNzNriBqL+W+NiMU7eH8TsCkiVpX7lwLLIuL+315H+jzwDYCI6Af6y9drJN0JLABW7/wn2LEp+2tZ0imjv023bNky2c0xs27SpLBPRNwHbJS0sCw6Flgnac6Yan8M/ARA0mxJveXr+cAhwIaJf6DUrr7zv1/SnPKufw7wwPYqRsQKYAXA4sWLO3vCrZlNMU3N7bMUuLic6bMBeCPwGUmLigtxN/CXZd2jgTMlDQHDwFsjoho+b4pd3flfAZwMnF1+/fouvr7ZlLJy3ScaqrfkqX9VW5DrmDJlyTLvuYXfc4u8D1XKcgvMNPjgV7tq1hO+EbEWqIaG/nw7dS8DLmvOlXeslVM9vwT8EFgoaZOkN1N0+i+VtB54ablvZjb1jGb23NHWxlp25x8Rr93OW8e26ppmZk0RjM7m6Vh+wtfMLKez+353/mbtYOUdfz+u45bMObVmPwbTBePV25seWCmLxx5r7IKZJHEvm/5nNfvtsrhLg1M925Y7fzOzHHf+ZmZdJoAOyU69Pe78zcwqRDjsY2bta+Xmz9ats2T2W5Oy6uItuXGBkf7MgjK55wHadUmskc6+9Xfnb2ZW5bCPmVl3ctjHzKwbufM3s06xZMH7k7Ls4uyVeH5k8v+MN49Pdd5/ebK6x109+OVxXW982j99Qz3u/M3MqgJwegczs+7jmL+ZWTdy529mnWLlT/8uKVtyyPvSilsr64dkxgXU01j3UR0bUG5NAdLnCCZ1bYAAOmhtghx3/mZmCQ/4mpl1J3f+ZmZdJoDhzn7E152/WZdbuf6cunWOn3VKWpiJiVefDwBQNbdPbk6/0hVllVlmYNeJhp49aISkfYDzgacVJ+ZNwHHAXwBbymofiIhvlvXPAN5MsYD7OyPiqqY0pMKdv5lZTvPCPsuBKyPiREnTgRkUnf+nIuLcsRUlHQacBBwOPBn4lqQFEZHJmDcxLVvA3cysbY3O9qm31SFpb+Bo4AsAETEQEQ/v4JATgC9HRH9E3AXcATx7wp8nw52/mVlORP0NZklaPWarxsfmU4R2LpR0o6TzJc0s33uHpJskXSBp37LsAGDjmOM3lWVN57CPmdV15dYVSdmS/d+WVsyFSirPCEQmT756puB9aGNhn60RsXgH7/cBRwJLI2KVpOXAMuAfgY9T/I3xceCTFGMBuYcgWjLtaAp+x83MJllE8Uur3lbfJmBTRKwq9y8FjoyI+yNiOCJGgM/zeGhnE3DQmOMPBO5t0qeq4c7fzCynsbBPnVPEfcBGSQvLomOBdZLmjKn2x8BPytdXACdJ2k3SwcAhwPXN+1CPc9jHzCynebN9lgIXlzN9NgBvBD4jaRFFSOdu4C+LS8Ytki4B1gFDwKmtmOkD7vzNbLxm7JEU5WL3MThYWyf38FQD6+Uev+9bkrIrf3F+3ePGp7HZPA2dKWItUB0X+PMd1D8LOKspF98Bd/5mZlUB0aSHvKYqd/5mZjlO72Bm1mUiGgpFtTN3/mY2LivvOi8pW3LQaWnF/oGa3eoYAIB6M4l8qgOuvel4QjbnULM4q6eZWffJPYzWSdz5m5klOn8xl0l5yEvS8ZJul3SHpGWT0QYzs+1qUmK3qWyX3/lL6gU+C7yU4lHmH0m6IiLW7eq2mFlzrdy4PClL5udnZtFE5i77qkf/37jaIH1+XMeNFUA0lr6hbU3Gnf+zgTsiYkNEDABfpkhjamY2NUS5mEu9rY1NRuffUMpSSaeMpkndsmVL9W0zs5aKkai7tbPJ6PwbSlkaESsiYnFELJ49e/YuaJaZ2Rgdfuc/GbN9djpl6Zo1a7ZK+hkwC9jawra1kts+Odz2yTHhtkv/Nt5DnzKR6wI8wi+u+lZcOquBqu3674NyAy0tvaDUB/yUIrXpz4EfAX8WEbc0cOzqOgsnTFlu++Rw2ydHO7e9W+zyO/+IGJL0DuAqoBe4oJGO38zMmmdSHvKKiG8C35yMa5uZWfut5JUuJNo+3PbJ4bZPjnZue1fY5TF/MzObfO12529mZk3gzt/MrAu1TeffTsngJF0g6QFJPxlT9kRJ10haX37ddzLbuD2SDpL0HUm3SrpF0mll+ZRvv6TdJV0v6cdl2z9Wlk/5tkOR90rSjZK+Ue63RbsBJN0t6WZJayWtLsvapv3dqC06/zHJ4JYAhwGvlXTY5LZqh/4VOL5Stgy4NiIOAa4t96eiIeA9EXEo8Fzg1PJ73Q7t7weOiYgjgEXA8ZKeS3u0HeA04NYx++3S7lEvjohFY+b3t1v7u0pbdP60WTK4iPge8FCl+ATgovL1RcArd2WbGhURmyPihvL1IxSd0QG0Qfuj8Otyd1q5BW3QdkkHAn8AnD+meMq3u452b39Ha5fOv6FkcFPc/hGxGYoOFthvkttTl6R5wDOAVbRJ+8vQyVrgAeCaiGiXtn8aeB8wNmFMO7R7VABXS1ojaXRtxXZqf9dpl5W8GkoGZ80jaU/gMuD0iPiVlPsnmHoiYhhYJGkf4KuSnjbJTapL0iuAByJijaQXTXJzxuv5EXGvpP2AayTdNtkNsh1rlzv/nU4GNwXdL2kOQPn1gUluz3ZJmkbR8V8cEZeXxW3TfoCIeBi4jmLsZaq3/fnAH0m6myKkeYykf2fqt/u3IuLe8usDwFcpQrVt0/5u1C6d/4+AQyQdLGk6cBJwxSS3aWddAZxcvj4Z+PoktmW7VNzifwG4NSLOG/PWlG+/pNnlHT+S9gBeAtzGFG97RJwREQdGxDyKn+1vR8TrmeLtHiVppqS9Rl8DLwN+Qpu0v1u1zRO+kl5OERcdTQZ31uS2aPskfQl4EUVa2/uBjwBfAy4B5gL3AK+OiOqg8KST9ALg+8DNPB5//gBF3H9Kt1/S0ykGFnspbmwuiYgzJf0OU7zto8qwz3sj4hXt0m5J8ynu9qEIJX8xIs5ql/Z3q7bp/M3MrHnaJexjZmZN5M7fzKwLufM3M+tC7vzNzLqQO38zsy7kzt+mNEnzRrOjSlos6TOT3SazTtAu6R3MiIjVwOrJbodZJ/Cdv00Zkp4l6aYyL/9MSbcAe455/0Vjct1/tFw34TpJGyS9c0y915d5/ddK+pcyJbiZjeHO36aMiPgRRUqAvwHOAf4d+PUODvk94DiKPDIfkTRN0qHAaygSjS0ChoHXtbLdZu3IYR+bas6kyOW0DXgntQn9qv4rIvqBfkkPAPsDxwLPBH5UZiLdAycUM0u487ep5okUoZ5pwO516vaPeT1M8fMs4KKIOKM1zTPrDA772FSzAvgwcDHwd+M4/lrgxDKv/Og6sk9pYvvMOoLv/G3KkPR/gaGI+GI5SPs/wDE7c46IWCfpQxSrSvUAg8CpwM+a3mCzNuasnmZmXchhHzOzLuTO38ysC7nzNzPrQu78zcy6kDt/M7Mu5M7fzKwLufM3M+tC/x9nuAeC52Yn+gAAAABJRU5ErkJggg==\n", + "image/png": 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\n", "text/plain": [ "
    " ] @@ -2913,12 +2913,12 @@ " twt (iline, xline) float64 nan nan nan nan nan ... nan nan nan nan\n", " amplitude (iline, xline) float64 nan nan nan nan nan ... nan nan nan nan\n", "Attributes:\n", - " odt_filename: ../data/OdT/3d_horizon/Nimitz_Salmon_XY-and-ILXL_Single-li...
  • odt_filename :
    ../data/OdT/3d_horizon/Nimitz_Salmon_XY-and-ILXL_Single-line-header.dat
  • " ], "text/plain": [ "\n", @@ -2988,23 +2988,23 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 21, "id": "1a343f40", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 31, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -3029,23 +3029,23 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 22, "id": "f4c3f475", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 32, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -3072,7 +3072,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 14, "id": "e976b148", "metadata": {}, "outputs": [ @@ -3439,7 +3439,7 @@ " cdp_y (iline, xline) float64 nan nan ... 6.086e+06 6.086e+06\n", "Data variables:\n", " F3_Demo_2_FS6 (iline, xline) float64 nan nan nan ... 0.6645 0.6623\n", - " F3_Demo_4_Truncation (iline, xline) float64 0.9625 0.9618 ... 0.6148 0.614
  • " ], "text/plain": [ "\n", @@ -3502,7 +3502,7 @@ " F3_Demo_4_Truncation (iline, xline) float64 0.9625 0.9618 ... 0.6148 0.614" ] }, - "execution_count": 3, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -3518,23 +3518,23 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 15, "id": "5965f669", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 4, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -3551,23 +3551,23 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 16, "id": "52752e71", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -3594,7 +3594,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 17, "id": "4862f786", "metadata": {}, "outputs": [ @@ -3961,13 +3961,13 @@ " cdp_y (iline, xline) float64 5.817e+06 5.817e+06 ... 5.818e+06\n", "Data variables:\n", " blue event (iline, xline) float64 1.29e+03 1.293e+03 ... 1.305e+03\n", - " green event (iline, xline) float64 1.29e+03 1.293e+03 ... 1.305e+03
  • " ], "text/plain": [ "\n", @@ -3982,7 +3982,7 @@ " green event (iline, xline) float64 1.29e+03 1.293e+03 ... 1.305e+03" ] }, - "execution_count": 3, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -4008,18 +4008,10 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 18, "id": "10cf625e", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/matt/miniconda3/envs/py39/lib/python3.9/site-packages/gio/opendtect.py:240: UserWarning: Attempting to construct grid from (x, y) locations.\n", - " dx = df_to_xarray(df, attrs=attrs, origin=origin, step=step)\n" - ] - }, { "data": { "text/html": [ @@ -4384,12 +4376,12 @@ "Data variables:\n", " twt (iline, xline) float64 nan nan nan nan nan ... nan nan nan nan nan\n", "Attributes:\n", - " odt_filename: ../data/OdT/3d_horizon/Segment_XY_No-header_NULLs.dat
  • odt_filename :
    ../data/OdT/3d_horizon/Segment_XY_No-header_NULLs.dat
  • " ], "text/plain": [ "\n", @@ -4441,7 +4433,7 @@ " odt_filename: ../data/OdT/3d_horizon/Segment_XY_No-header_NULLs.dat" ] }, - "execution_count": 6, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -4462,7 +4454,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 19, @@ -4471,7 +4463,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
    " ] @@ -4499,9 +4491,9 @@ ], "metadata": { "kernelspec": { - "display_name": "py39", + "display_name": "gio", "language": "python", - "name": "py39" + "name": "gio" }, "language_info": { "codemirror_mode": { diff --git a/notebooks/Read_surfer.ipynb b/notebooks/Read_surfer.ipynb index 0578379..b564262 100644 --- a/notebooks/Read_surfer.ipynb +++ b/notebooks/Read_surfer.ipynb @@ -377,24 +377,24 @@ " fill: currentColor;\n", "}\n", "
    <xarray.DataArray (y: 182, x: 222)>\n",
    -       "array([[109.395 , 112.507 , 115.76  , ...,  13.2723,  12.4487,  11.7467],\n",
    -       "       [104.529 , 108.384 , 111.854 , ...,  18.179 ,  17.2994,  16.5399],\n",
    -       "       [ 98.8531, 103.599 , 106.683 , ...,  23.8501,  22.8811,  22.0409],\n",
    -       "       ...,\n",
    -       "       [-57.4487, -54.9043, -51.8392, ..., -41.1691, -46.5296, -50.9713],\n",
    +       "array([[-58.1195, -55.5528, -52.4692, ..., -41.9582, -47.2193, -51.5736],\n",
            "       [-57.7877, -55.2337, -52.1599, ..., -41.5877, -46.8911, -51.2844],\n",
    -       "       [-58.1195, -55.5528, -52.4692, ..., -41.9582, -47.2193, -51.5736]])\n",
    +       "       [-57.4487, -54.9043, -51.8392, ..., -41.1691, -46.5296, -50.9713],\n",
    +       "       ...,\n",
    +       "       [ 98.8531, 103.599 , 106.683 , ...,  23.8501,  22.8811,  22.0409],\n",
    +       "       [104.529 , 108.384 , 111.854 , ...,  18.179 ,  17.2994,  16.5399],\n",
    +       "       [109.395 , 112.507 , 115.76  , ...,  13.2723,  12.4487,  11.7467]])\n",
            "Coordinates:\n",
            "  * x        (x) float64 0.0 5e+03 1e+04 1.5e+04 ... 1.095e+06 1.1e+06 1.105e+06\n",
            "  * y        (y) float64 0.0 5e+03 1e+04 1.5e+04 ... 8.95e+05 9e+05 9.05e+05\n",
            "Attributes:\n",
    -       "    source:   ../data/Surfer/surfer-6-ascii.grd
  • source :
    ../data/Surfer/surfer-6-ascii.grd
  • " ], "text/plain": [ "\n", - "array([[109.395 , 112.507 , 115.76 , ..., 13.2723, 12.4487, 11.7467],\n", - " [104.529 , 108.384 , 111.854 , ..., 18.179 , 17.2994, 16.5399],\n", - " [ 98.8531, 103.599 , 106.683 , ..., 23.8501, 22.8811, 22.0409],\n", - " ...,\n", - " [-57.4487, -54.9043, -51.8392, ..., -41.1691, -46.5296, -50.9713],\n", + "array([[-58.1195, -55.5528, -52.4692, ..., -41.9582, -47.2193, -51.5736],\n", " [-57.7877, -55.2337, -52.1599, ..., -41.5877, -46.8911, -51.2844],\n", - " [-58.1195, -55.5528, -52.4692, ..., -41.9582, -47.2193, -51.5736]])\n", + " [-57.4487, -54.9043, -51.8392, ..., -41.1691, -46.5296, -50.9713],\n", + " ...,\n", + " [ 98.8531, 103.599 , 106.683 , ..., 23.8501, 22.8811, 22.0409],\n", + " [104.529 , 108.384 , 111.854 , ..., 18.179 , 17.2994, 16.5399],\n", + " [109.395 , 112.507 , 115.76 , ..., 13.2723, 12.4487, 11.7467]])\n", "Coordinates:\n", " * x (x) float64 0.0 5e+03 1e+04 1.5e+04 ... 1.095e+06 1.1e+06 1.105e+06\n", " * y (y) float64 0.0 5e+03 1e+04 1.5e+04 ... 8.95e+05 9e+05 9.05e+05\n", @@ -457,7 +457,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -466,7 +466,7 @@ }, { "data": { - "image/png": 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\n", 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    " ] @@ -478,22 +478,15 @@ } ], "source": [ - "ds.plot()" + "da.plot()" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "6e7c02be", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Surfer 7 binary .grd file detected. \n" - ] - }, { "data": { "text/html": [ @@ -849,60 +842,60 @@ " fill: currentColor;\n", "}\n", "
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    -       "        35.47878265, 35.03230667],\n",
    -       "       [22.57962227, 22.91576004, 22.62903214, ..., 37.23720932,\n",
    -       "        36.19213867, 36.02495956],\n",
    -       "       [22.57001305, 23.0938015 , 22.96144295, ..., 36.87253571,\n",
    -       "        35.71622849, 35.71092606],\n",
    -       "       ...,\n",
    -       "       [35.50966644, 35.82201385, 35.89884949, ..., 36.19258118,\n",
    -       "        36.06084442, 35.46885681],\n",
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    +       "        35.76726532, 35.35245132],\n",
            "       [35.43532181, 35.00969315, 35.75266647, ..., 36.27960205,\n",
            "        35.19588852, 36.22369003],\n",
    -       "       [34.34440231, 35.18498611, 35.32251358, ..., 36.05297852,\n",
    -       "        35.76726532, 35.35245132]])\n",
    +       "       [35.50966644, 35.82201385, 35.89884949, ..., 36.19258118,\n",
    +       "        36.06084442, 35.46885681],\n",
    +       "       ...,\n",
    +       "       [22.57001305, 23.0938015 , 22.96144295, ..., 36.87253571,\n",
    +       "        35.71622849, 35.71092606],\n",
    +       "       [22.57962227, 22.91576004, 22.62903214, ..., 37.23720932,\n",
    +       "        36.19213867, 36.02495956],\n",
    +       "       [23.00543976, 22.40481567, 22.8556118 , ..., 36.53549194,\n",
    +       "        35.47878265, 35.03230667]])\n",
            "Coordinates:\n",
    -       "  * x        (x) float64 2.604 2.605 2.605 2.606 ... 2.917 2.917 2.917 2.918\n",
    +       "  * x        (x) float64 2.604 2.605 2.605 2.606 ... 2.917 2.917 2.918 2.918\n",
            "  * y        (y) float64 23.47 23.47 23.47 23.47 ... 23.64 23.64 23.64 23.64\n",
            "Attributes:\n",
    -       "    source:   ../data/Surfer/WDS1_Si_TAP_Quant.grd
    • x
      (x)
      float64
      2.604 2.605 2.605 ... 2.918 2.918
      array([2.604   , 2.604501, 2.605002, ..., 2.917498, 2.917999, 2.9185  ])
    • y
      (y)
      float64
      23.47 23.47 23.47 ... 23.64 23.64
      array([23.4651  , 23.465601, 23.466103, ..., 23.640097, 23.640599, 23.6411  ])
  • source :
    ../data/Surfer/WDS1_Si_TAP_Quant.grd
  • " ], "text/plain": [ "\n", - "array([[23.00543976, 22.40481567, 22.8556118 , ..., 36.53549194,\n", - " 35.47878265, 35.03230667],\n", - " [22.57962227, 22.91576004, 22.62903214, ..., 37.23720932,\n", - " 36.19213867, 36.02495956],\n", - " [22.57001305, 23.0938015 , 22.96144295, ..., 36.87253571,\n", - " 35.71622849, 35.71092606],\n", - " ...,\n", - " [35.50966644, 35.82201385, 35.89884949, ..., 36.19258118,\n", - " 36.06084442, 35.46885681],\n", + "array([[34.34440231, 35.18498611, 35.32251358, ..., 36.05297852,\n", + " 35.76726532, 35.35245132],\n", " [35.43532181, 35.00969315, 35.75266647, ..., 36.27960205,\n", " 35.19588852, 36.22369003],\n", - " [34.34440231, 35.18498611, 35.32251358, ..., 36.05297852,\n", - " 35.76726532, 35.35245132]])\n", + " [35.50966644, 35.82201385, 35.89884949, ..., 36.19258118,\n", + " 36.06084442, 35.46885681],\n", + " ...,\n", + " [22.57001305, 23.0938015 , 22.96144295, ..., 36.87253571,\n", + " 35.71622849, 35.71092606],\n", + " [22.57962227, 22.91576004, 22.62903214, ..., 37.23720932,\n", + " 36.19213867, 36.02495956],\n", + " [23.00543976, 22.40481567, 22.8556118 , ..., 36.53549194,\n", + " 35.47878265, 35.03230667]])\n", "Coordinates:\n", - " * x (x) float64 2.604 2.605 2.605 2.606 ... 2.917 2.917 2.917 2.918\n", + " * x (x) float64 2.604 2.605 2.605 2.606 ... 2.917 2.917 2.918 2.918\n", " * y (y) float64 23.47 23.47 23.47 23.47 ... 23.64 23.64 23.64 23.64\n", "Attributes:\n", " source: ../data/Surfer/WDS1_Si_TAP_Quant.grd" ] }, - "execution_count": 1, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -910,29 +903,29 @@ "source": [ "import gio\n", "\n", - "ds = gio.read_surfer('../data/Surfer/WDS1_Si_TAP_Quant.grd')\n", - "ds" + "da = gio.read_surfer('../data/Surfer/WDS1_Si_TAP_Quant.grd')\n", + "da" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "id": "f522a54d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 2, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -944,23 +937,25 @@ } ], "source": [ - "ds.plot()" + "da.plot()" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "dc6446d5", + "cell_type": "markdown", + "id": "51a5da65", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "---\n", + "\n", + "© 2022 Agile Scientific" + ] } ], "metadata": { "kernelspec": { - "display_name": "py39", + "display_name": "gio", "language": "python", - "name": "py39" + "name": "gio" }, "language_info": { "codemirror_mode": {