{
  "analytic": "seismic-signal-inference",
  "kind": "declared_analytical_or_constructed_example",
  "experimental_model_result": false,
  "panels": [
    {
      "kind": "line",
      "x": [
        0.005,
        0.006308724832214766,
        0.007617449664429531,
        0.008926174496644297,
        0.01023489932885906,
        0.011543624161073827,
        0.012852348993288593,
        0.014161073825503356,
        0.015469798657718123,
        0.016778523489932886,
        0.018087248322147653,
        0.01939597315436242,
        0.020704697986577186,
        0.02201342281879195,
        0.023322147651006715,
        0.02463087248322148,
        0.025939597315436245,
        0.02724832214765101,
        0.028557046979865774,
        0.02986577181208054,
        0.031174496644295304,
        0.03248322147651007,
        0.033791946308724834,
        0.0351006711409396,
        0.03640939597315437,
        0.037718120805369126,
        0.03902684563758389,
        0.04033557046979866,
        0.041644295302013426,
        0.04295302013422819,
        0.04426174496644295,
        0.04557046979865772,
        0.046879194630872485,
        0.04818791946308725,
        0.04949664429530202,
        0.05080536912751678,
        0.052114093959731544,
        0.05342281879194631,
        0.05473154362416108,
        0.056040268456375844,
        0.057348993288590604,
        0.05865771812080537,
        0.05996644295302014,
        0.0612751677852349,
        0.06258389261744968,
        0.06389261744966444,
        0.0652013422818792,
        0.06651006711409396,
        0.06781879194630874,
        0.0691275167785235,
        0.07043624161073826,
        0.07174496644295303,
        0.0730536912751678,
        0.07436241610738256,
        0.07567114093959733,
        0.0769798657718121,
        0.07828859060402686,
        0.07959731543624163,
        0.0809060402684564,
        0.08221476510067115,
        0.08352348993288591,
        0.08483221476510068,
        0.08614093959731545,
        0.08744966442953021,
        0.08875838926174498,
        0.09006711409395975,
        0.09137583892617451,
        0.09268456375838928,
        0.09399328859060405,
        0.09530201342281881,
        0.09661073825503357,
        0.09791946308724833,
        0.0992281879194631,
        0.10053691275167786,
        0.10184563758389263,
        0.1031543624161074,
        0.10446308724832216,
        0.10577181208053693,
        0.1070805369127517,
        0.10838926174496646,
        0.10969798657718122,
        0.11100671140939598,
        0.11231543624161075,
        0.11362416107382552,
        0.11493288590604028,
        0.11624161073825505,
        0.11755033557046982,
        0.11885906040268458,
        0.12016778523489935,
        0.12147651006711412,
        0.12278523489932888,
        0.12409395973154363,
        0.1254026845637584,
        0.12671140939597317,
        0.12802013422818792,
        0.1293288590604027,
        0.13063758389261748,
        0.13194630872483223,
        0.133255033557047,
        0.13456375838926177,
        0.13587248322147652,
        0.1371812080536913,
        0.13848993288590605,
        0.13979865771812083,
        0.14110738255033559,
        0.14241610738255037,
        0.14372483221476512,
        0.14503355704697987,
        0.14634228187919465,
        0.1476510067114094,
        0.14895973154362419,
        0.15026845637583894,
        0.15157718120805372,
        0.15288590604026847,
        0.15419463087248325,
        0.155503355704698,
        0.15681208053691278,
        0.15812080536912754,
        0.1594295302013423,
        0.16073825503355707,
        0.16204697986577182,
        0.1633557046979866,
        0.16466442953020136,
        0.16597315436241614,
        0.1672818791946309,
        0.16859060402684567,
        0.16989932885906042,
        0.1712080536912752,
        0.17251677852348996,
        0.1738255033557047,
        0.1751342281879195,
        0.17644295302013424,
        0.17775167785234902,
        0.17906040268456377,
        0.18036912751677855,
        0.1816778523489933,
        0.1829865771812081,
        0.18429530201342284,
        0.18560402684563762,
        0.18691275167785237,
        0.18822147651006713,
        0.1895302013422819,
        0.19083892617449666,
        0.19214765100671144,
        0.1934563758389262,
        0.19476510067114097,
        0.19607382550335573,
        0.1973825503355705,
        0.19869127516778526,
        0.2
      ],
      "series": [
        {
          "label": "Distance sd, independent equal P/S error",
          "y": [
            0.059396969619670004,
            0.07494382743958364,
            0.09049068525949726,
            0.10603754307941089,
            0.1215844008993245,
            0.13713125871923815,
            0.15267811653915178,
            0.1682249743590654,
            0.18377183217897902,
            0.19931868999889263,
            0.21486554781880626,
            0.2304124056387199,
            0.24595926345863353,
            0.26150612127854717,
            0.27705297909846077,
            0.2925998369183744,
            0.30814669473828804,
            0.32369355255820165,
            0.33924041037811525,
            0.3547872681980289,
            0.3703341260179425,
            0.38588098383785613,
            0.40142784165776974,
            0.4169746994776834,
            0.432521557297597,
            0.4480684151175106,
            0.4636152729374242,
            0.4791621307573379,
            0.4947089885772515,
            0.5102558463971651,
            0.5258027042170788,
            0.5413495620369924,
            0.556896419856906,
            0.5724432776768197,
            0.5879901354967333,
            0.6035369933166468,
            0.6190838511365605,
            0.6346307089564741,
            0.6501775667763877,
            0.6657244245963014,
            0.6812712824162149,
            0.6968181402361286,
            0.7123649980560423,
            0.7279118558759559,
            0.7434587136958696,
            0.7590055715157833,
            0.7745524293356967,
            0.7900992871556104,
            0.8056461449755241,
            0.8211930027954376,
            0.8367398606153513,
            0.8522867184352649,
            0.8678335762551785,
            0.8833804340750923,
            0.8989272918950059,
            0.9144741497149195,
            0.9300210075348331,
            0.9455678653547468,
            0.9611147231746604,
            0.9766615809945739,
            0.9922084388144875,
            1.0077552966344012,
            1.0233021544543148,
            1.0388490122742284,
            1.054395870094142,
            1.0699427279140556,
            1.0854895857339695,
            1.101036443553883,
            1.1165833013737967,
            1.1321301591937103,
            1.1476770170136237,
            1.1632238748335375,
            1.1787707326534511,
            1.1943175904733647,
            1.2098644482932783,
            1.225411306113192,
            1.2409581639331055,
            1.2565050217530194,
            1.272051879572933,
            1.2875987373928466,
            1.30314559521276,
            1.3186924530326736,
            1.3342393108525874,
            1.349786168672501,
            1.3653330264924146,
            1.3808798843123282,
            1.3964267421322418,
            1.4119735999521554,
            1.427520457772069,
            1.4430673155919829,
            1.4586141734118965,
            1.4741610312318099,
            1.4897078890517235,
            1.5052547468716373,
            1.5208016046915507,
            1.5363484625114645,
            1.5518953203313783,
            1.5674421781512917,
            1.5829890359712053,
            1.598535893791119,
            1.6140827516110325,
            1.6296296094309464,
            1.6451764672508598,
            1.6607233250707736,
            1.676270182890687,
            1.6918170407106008,
            1.7073638985305144,
            1.7229107563504278,
            1.7384576141703416,
            1.7540044719902552,
            1.7695513298101688,
            1.7850981876300824,
            1.8006450454499963,
            1.8161919032699096,
            1.8317387610898235,
            1.8472856189097369,
            1.8628324767296507,
            1.8783793345495643,
            1.8939261923694777,
            1.9094730501893915,
            1.9250199080093051,
            1.9405667658292187,
            1.9561136236491323,
            1.9716604814690462,
            1.9872073392889595,
            2.0027541971088736,
            2.018301054928787,
            2.033847912748701,
            2.049394770568614,
            2.0649416283885276,
            2.0804884862084414,
            2.096035344028355,
            2.1115822018482686,
            2.127129059668182,
            2.142675917488096,
            2.1582227753080097,
            2.173769633127923,
            2.189316490947837,
            2.2048633487677507,
            2.220410206587664,
            2.2359570644075775,
            2.2515039222274913,
            2.2670507800474047,
            2.2825976378673185,
            2.298144495687232,
            2.3136913535071457,
            2.3292382113270595,
            2.344785069146973,
            2.3603319269668868,
            2.3758787847868
          ]
        }
      ],
      "xlabel": "Each arrival-time standard deviation (s)",
      "ylabel": "Distance standard deviation (km)",
      "logx": false,
      "logy": false
    },
    {
      "kind": "line",
      "x": [
        0.0,
        0.027932960893854747,
        0.055865921787709494,
        0.08379888268156424,
        0.11173184357541899,
        0.13966480446927373,
        0.16759776536312848,
        0.19553072625698323,
        0.22346368715083798,
        0.25139664804469275,
        0.27932960893854747,
        0.3072625698324022,
        0.33519553072625696,
        0.36312849162011174,
        0.39106145251396646,
        0.4189944134078212,
        0.44692737430167595,
        0.4748603351955307,
        0.5027932960893855,
        0.5307262569832402,
        0.5586592178770949,
        0.5865921787709497,
        0.6145251396648044,
        0.6424581005586592,
        0.6703910614525139,
        0.6983240223463687,
        0.7262569832402235,
        0.7541899441340781,
        0.7821229050279329,
        0.8100558659217877,
        0.8379888268156424,
        0.8659217877094971,
        0.8938547486033519,
        0.9217877094972067,
        0.9497206703910615,
        0.9776536312849161,
        1.005586592178771,
        1.0335195530726256,
        1.0614525139664803,
        1.089385474860335,
        1.1173184357541899,
        1.1452513966480447,
        1.1731843575418994,
        1.2011173184357542,
        1.2290502793296088,
        1.2569832402234635,
        1.2849162011173183,
        1.312849162011173,
        1.3407821229050279,
        1.3687150837988826,
        1.3966480446927374,
        1.4245810055865922,
        1.452513966480447,
        1.4804469273743015,
        1.5083798882681563,
        1.536312849162011,
        1.5642458100558658,
        1.5921787709497206,
        1.6201117318435754,
        1.6480446927374302,
        1.6759776536312847,
        1.7039106145251395,
        1.7318435754189943,
        1.759776536312849,
        1.7877094972067038,
        1.8156424581005586,
        1.8435754189944134,
        1.8715083798882681,
        1.899441340782123,
        1.9273743016759775,
        1.9553072625698322,
        1.983240223463687,
        2.011173184357542,
        2.0391061452513966,
        2.067039106145251,
        2.094972067039106,
        2.1229050279329607,
        2.1508379888268156,
        2.17877094972067,
        2.206703910614525,
        2.2346368715083798,
        2.2625698324022343,
        2.2905027932960893,
        2.318435754189944,
        2.346368715083799,
        2.3743016759776534,
        2.4022346368715084,
        2.430167597765363,
        2.4581005586592175,
        2.4860335195530725,
        2.513966480446927,
        2.541899441340782,
        2.5698324022346366,
        2.5977653631284916,
        2.625698324022346,
        2.653631284916201,
        2.6815642458100557,
        2.7094972067039103,
        2.7374301675977653,
        2.76536312849162,
        2.793296089385475,
        2.8212290502793294,
        2.8491620111731844,
        2.877094972067039,
        2.905027932960894,
        2.9329608938547485,
        2.960893854748603,
        2.988826815642458,
        3.0167597765363126,
        3.0446927374301676,
        3.072625698324022,
        3.100558659217877,
        3.1284916201117317,
        3.156424581005586,
        3.184357541899441,
        3.2122905027932958,
        3.2402234636871508,
        3.2681564245810053,
        3.2960893854748603,
        3.324022346368715,
        3.3519553072625694,
        3.3798882681564244,
        3.407821229050279,
        3.435754189944134,
        3.4636871508379885,
        3.4916201117318435,
        3.519553072625698,
        3.547486033519553,
        3.5754189944134076,
        3.603351955307262,
        3.631284916201117,
        3.6592178770949717,
        3.6871508379888267,
        3.7150837988826813,
        3.7430167597765363,
        3.770949720670391,
        3.798882681564246,
        3.8268156424581004,
        3.854748603351955,
        3.88268156424581,
        3.9106145251396645,
        3.9385474860335195,
        3.966480446927374,
        3.994413407821229,
        4.022346368715084,
        4.050279329608938,
        4.078212290502793,
        4.106145251396648,
        4.134078212290502,
        4.162011173184357,
        4.189944134078212,
        4.217877094972067,
        4.245810055865921,
        4.273743016759776,
        4.301675977653631,
        4.329608938547485,
        4.35754189944134,
        4.385474860335195,
        4.41340782122905,
        4.4413407821229045,
        4.4692737430167595,
        4.4972067039106145,
        4.525139664804469,
        4.553072625698324,
        4.581005586592179,
        4.608938547486034,
        4.636871508379888,
        4.664804469273743,
        4.692737430167598,
        4.720670391061452,
        4.748603351955307,
        4.776536312849162,
        4.804469273743017,
        4.832402234636871,
        4.860335195530726,
        4.888268156424581,
        4.916201117318435,
        4.94413407821229,
        4.972067039106145,
        5.0
      ],
      "series": [
        {
          "label": "Detection midpoint m_c=1",
          "y": [
            6.692850924284856,
            7.209387804205584,
            7.7646322700438715,
            8.361210097826037,
            9.001859181456956,
            9.689417317689221,
            10.426804576212868,
            11.216998992064662,
            12.063004106721747,
            12.967806662723874,
            13.934322535840794,
            14.96532878675201,
            16.063379557971338,
            17.230703469868814,
            18.469080234804643,
            19.779694479707103,
            21.162965331612355,
            22.61835128092106,
            24.14413130794303,
            25.737165354275113,
            27.392640036326252,
            29.103809077607384,
            30.861742229061914,
            32.65510125523845,
            34.46996648658212,
            36.289741821002195,
            38.09516898080149,
            39.86448215262895,
            41.57373063255344,
            43.19728870153413,
            44.70855811117922,
            46.08084960262935,
            47.28840736243595,
            48.307517101463326,
            49.11761844305401,
            49.70232981471533,
            50.050292699509654,
            50.155753826960115,
            50.01882803477539,
            49.645417767770134,
            49.04680206376965,
            48.238942152542634,
            47.2415769111397,
            46.077195806822644,
            44.7699786673758,
            43.34478219069027,
            41.82623583051014,
            40.23798857633616,
            38.602126930523454,
            36.93876590461697,
            35.26580074951171,
            33.598797912214316,
            31.950999031681427,
            30.333410790735183,
            28.754955075504608,
            27.222657136093407,
            25.74185343828224,
            24.316405014028643,
            22.94890594538735,
            21.640879923960018,
            20.392960526189956,
            19.205052936728098,
            18.076476395484704,
            17.006087722911875,
            15.992386983596024,
            15.033606766717195,
            14.12778676887133,
            13.272835422529695,
            12.466580271285757,
            11.706808688433135,
            10.991300395745181,
            10.317853083942795,
            9.684302278347625,
            9.08853644103978,
            8.528508159479012,
            8.002242143610635,
            7.5078406399301985,
            7.0434867717282295,
            6.607446229026241,
            6.198067658428983,
            5.8137820409695475,
            5.453101293684533,
            5.1146162868413265,
            4.796994432250015,
            4.498976967844546,
            4.219376038748943,
            3.957071654512585,
            3.7110085853783517,
            3.4801932467162757,
            3.263690609586877,
            3.060621166347213,
            2.8701579729063025,
            2.691523783363689,
            2.5239882880661324,
            2.3668654623788186,
            2.219511030510891,
            2.0813200464150894,
            1.9517245919768775,
            1.8301915913215525,
            1.7162207390171735,
            1.6093425391708556,
            1.5091164518521747,
            1.415129142885881,
            1.3269928328015381,
            1.2443437405806212,
            1.1668406177790076,
            1.0941633686052425,
            1.026011751587607,
            0.9621041585531476,
            0.9021764667598928,
            0.8459809601614867,
            0.7932853159350765,
            0.7438716525637895,
            0.697535635930319,
            0.6540856400452928,
            0.6133419592006193,
            0.5751360685022668,
            0.5393099298975518,
            0.5057153409679367,
            0.47421332390901094,
            0.4446735522640956,
            0.41697381311666193,
            0.39099950257917065,
            0.3666431525420756,
            0.343803986766604,
            0.3223875045185802,
            0.3023050900482319,
            0.2834736463226986,
            0.2658152515141364,
            0.24925683683703634,
            0.23372988441393922,
            0.21917014392932205,
            0.2055173669073215,
            0.1927150575203831,
            0.18071023890308327,
            0.16945323400854154,
            0.15889746010418343,
            0.14899923605940169,
            0.1397176016300375,
            0.1310141479938151,
            0.12285285883705258,
            0.11519996133633591,
            0.10802378641955893,
            0.10129463772892254,
            0.09498466874434666,
            0.0890677675593805,
            0.08351944883325946,
            0.07831675247236916,
            0.07343814862214797,
            0.06886344857651991,
            0.06457372123639141,
            0.06055121477166446,
            0.05677928316272746,
            0.053242317317546396,
            0.049925680479397556,
            0.0468156476580169,
            0.04389934883358052,
            0.04116471569853228,
            0.03860043171690233,
            0.03619588529448577,
            0.03394112586611446,
            0.03182682271832435,
            0.029844226377033562,
            0.02798513240045992,
            0.02624184742745699,
            0.024607157340777355,
            0.023074297413524344,
            0.02163692431525696,
            0.020289089861908874,
            0.019025216400895998,
            0.017840073729554408,
            0.016728757451394845,
            0.01568666868060867,
            0.014709495010840184,
            0.013793192669470817,
            0.01293396978356729,
            0.01212827068824465,
            0.01137276121250978,
            0.010664314881695596,
            0.009999999979388463
          ]
        },
        {
          "label": "Detection midpoint m_c=2",
          "y": [
            0.04539786870243439,
            0.04895028247238828,
            0.05278062118049841,
            0.05691061551727719,
            0.06136369217840555,
            0.06616510548885375,
            0.07134207906353286,
            0.07692395822664023,
            0.08294237395324752,
            0.08943141913766542,
            0.09642783803285085,
            0.10397122974241509,
            0.11210426668013675,
            0.12087292893937006,
            0.13032675553385584,
            0.14051911347911694,
            0.15150748567582453,
            0.16335377852835017,
            0.1761246501768831,
            0.18989186013222403,
            0.20473264096896915,
            0.22073009254318968,
            0.2379735989400222,
            0.2565592680063225,
            0.27659039286109244,
            0.2981779341738594,
            0.32144102122457446,
            0.34650746876639166,
            0.3735143054545584,
            0.402608308019816,
            0.4339465333801931,
            0.4676968384138436,
            0.5040383740545941,
            0.5431620366004892,
            0.5852708545040624,
            0.6305802832819734,
            0.6793183743629694,
            0.7317257754930087,
            0.7880555105319803,
            0.8485724749073639,
            0.9135525694579293,
            0.9832813797779896,
            1.0580522904280132,
            1.1381639036373448,
            1.223916610762234,
            1.3156081425145838,
            1.4135279020997766,
            1.5179498658640258,
            1.629123821765451,
            1.7472647110647468,
            1.8725398486620177,
            2.0050538297454823,
            2.144830993885029,
            2.2917954230014552,
            2.4457486083390836,
            2.6063451449163373,
            2.77306710865753,
            2.945198144397378,
            3.121798734685853,
            3.301684606417815,
            3.4834107198570514,
            3.665263701898912,
            3.8452658353458795,
            4.021193681299731,
            4.190613970831372,
            4.3509384555872215,
            4.499497914010562,
            4.633633526264727,
            4.750801538155468,
            4.848684843155705,
            4.925303227943752,
            4.979112975631662,
            5.00908664031715,
            5.014765241503883,
            4.996277758587909,
            4.954326250323918,
            4.890138610359765,
            4.805394273971565,
            4.702130588884308,
            4.582638747226986,
            4.449358104504184,
            4.304776581592091,
            4.151343008928179,
            3.9913951304978696,
            3.827104899424665,
            3.6604409270982425,
            3.4931466338590713,
            3.326731822800781,
            3.162475011814768,
            3.001433820658112,
            2.8444609132021443,
            2.692223340476332,
            2.5452235364939875,
            2.4038206274704055,
            2.268251088657174,
            2.1386481019392063,
            2.0150592247877888,
            1.8974621788022024,
            1.7857787104049772,
            1.6798865759547872,
            1.5796297676912578,
            1.4848271339794965,
            1.3952795645767673,
            1.3107759150698275,
            1.2310978389047218,
            1.1560236840781821,
            1.085331597145794,
            1.0188019615238768,
            0.956219281324516,
            0.897373606930662,
            0.8420615846360491,
            0.7900872001650211,
            0.7412622748219796,
            0.6954067633732103,
            0.6523488944510788,
            0.6119251871752802,
            0.57398037167774,
            0.5383672361643969,
            0.5049464189212918,
            0.47358616015660454,
            0.44416202565834173,
            0.41655661184561166,
            0.390659239817931,
            0.36636564439140734,
            0.34357766279274676,
            0.3222029266108119,
            0.30215455973804234,
            0.2833508843343679,
            0.2657151362843709,
            0.24917519116936163,
            0.23366330141912314,
            0.21911584502623901,
            0.20547308598510394,
            0.19267894644637198,
            0.1806807904462073,
            0.1694292189705509,
            0.1588778760412975,
            0.14898326545867716,
            0.13970457779797288,
            0.1310035272356175,
            0.12284419776686498,
            0.11519289837240447,
            0.10801802669266007,
            0.10128994077460625,
            0.09498083846558876,
            0.08906464404089169,
            0.08351690166591437,
            0.07831467530919926,
            0.07343645473871441,
            0.06886206725038363,
            0.06457259479457192,
            0.0605502961828526,
            0.05677853407374905,
            0.05324170645211485,
            0.04992518233231298,
            0.04681524143030123,
            0.04389901756409461,
            0.041164445555822486,
            0.03860021142171284,
            0.03619570564882714,
            0.0339409793692274,
            0.03182670325350541,
            0.029844128956247416,
            0.02798505295607585,
            0.026241782642414124,
            0.024607104510088032,
            0.023074254331332963,
            0.021636889182738914,
            0.020289061212164165,
            0.0190251930377016,
            0.017840054677418175,
            0.016728741914825606,
            0.01568665601090191,
            0.014709484678992503,
            0.013793184244092312,
            0.01293396291286959,
            0.012128265085352585,
            0.011372756643483375,
            0.010664311155762293,
            0.00999999694097773
          ]
        }
      ],
      "xlabel": "Constructed magnitude",
      "ylabel": "Expected observed count",
      "logx": false,
      "logy": false
    }
  ],
  "title": "Picking error and catalogue completeness affect different conclusions",
  "assumptions": "Homogeneous vP=6,vS=3.5 km/s; fixed independent P/S time errors. Latent count1000*10^-m,logistic detection k=5. Not real earthquake data or warning.",
  "worked": "距离系数8.4 km/s；各相0.05s独立误差给sigma_r≈0.593970 km。相同潜在计数在不同门槛下有不同观测曲线。",
  "checks": {
    "distance_coefficient": 8.4,
    "distance_sd_005": 0.5939696961967
  },
  "generator_source_sha256": {
    "ops/datacenter/editorial_guides/science_figures.py": "01890ea429a67a880650c9b0602b1b66ed6ddeaa9704b7224897857a5f4803d7",
    "ops/datacenter/editorial_guides/deep_figures.py": "158969d9b1f5a4bd13906cf78dd71affc2692df9194593918059d861a6f59c85"
  },
  "source_ids": [
    "eqtransformer",
    "phasenet",
    "phasenet-das"
  ],
  "formula_source": "Article equations and this versioned script",
  "diagram_nodes": [
    "波形与仪器身份",
    "检测 / 到时分层",
    "多站关联及重复",
    "速度模型和定位",
    "目录完备性与覆盖",
    "事件层复现及版本"
  ]
}