{
  "alignment": {
    "level": "observation",
    "n_observations_total": 118,
    "n_samples": 118,
    "profile_scores": {
      "integrity_risk": 0.0,
      "local_artefact_risk": 1.0,
      "noise_risk": 0.003077818338850808,
      "outlier_pressure": 0.9764555629833264,
      "reference_spread": 1.0,
      "repeatability_risk": 0.0,
      "shape_drift": 0.5705369150269887,
      "structure_complexity": 1.0
    },
    "reps_per_sample": {
      "max": 1,
      "mean": 1.0,
      "min": 1
    },
    "sample_id_available": true
  },
  "assets": {
    "sources": {},
    "variables": []
  },
  "generated_at": "2026-06-12T13:51:56.176262+00:00",
  "governance": {
    "access_policy": "Open per source license.",
    "license": "CC-BY-4.0",
    "permitted_use": "Research and benchmarking.",
    "redistribution_rights": "EcoSIS CKAN metadata exposes an open license.",
    "tier": "public"
  },
  "identity": {
    "description": "EcoSIS Hyperspectral leaf reflectance, biochemistry, and physiology of droughted and watered crops (reflectance). v2.0 standardized NIRS package: 1 spectral source(s), 2 declared target(s). Auto-generated from dataset_card.json (verify before publication).",
    "domain": "ecosis",
    "id": "ecosis_hyperspectral_leaf_reflectance_biochemistry_and_physiol_reflectance_nirs",
    "keywords": [
      "nir",
      "v2",
      "ecosis"
    ],
    "name": "EcoSIS Hyperspectral leaf reflectance, biochemistry, and physiology of droughted and watered crops (reflectance)",
    "tier": "public"
  },
  "integrity": {
    "content_hash": "07f8971f0ac1c7e95156b78e05cf07874c8fc7c13b2c4bcff8519746d896b808",
    "manifest": "manifest.json",
    "metadata_hash": "741f8190a2fcb42d3343a560231c081b1fb2b50f746968e5277096a3dc6403a2",
    "processing_hash": "caf833c0e1c38878af900b2f072cb9888357af17a2f08a40e064d180dd2e659f"
  },
  "protocol_version": "5",
  "provenance": {
    "contributor": "Hyperspectral leaf reflectance, biochemistry, and physiology of droughted and watered crops",
    "conversion_status": null,
    "origin_sources": [
      {
        "access": "open",
        "kind": "url",
        "license": null,
        "locator": "https://data.ecosis.org/dataset/hyperspectral-leaf-reflectance--biochemistry--and-physiology-of-droughted-and-watered-crops",
        "title": null
      },
      {
        "access": "manual",
        "kind": "script",
        "license": null,
        "locator": "source_to_standard.py",
        "title": "standardization script (maintainer-only)"
      }
    ],
    "publications": [
      {
        "doi": "10.1093/jxb/erab255",
        "title": "Detection of the metabolic response to drought stress using hyperspectral reflectance",
        "year": null
      },
      {
        "doi": "10.21232/UTK8zaW4",
        "title": "Hyperspectral leaf reflectance, biochemistry, and physiology of droughted and watered crops",
        "year": null
      },
      {
        "doi": "10.21232/utk8zaw4",
        "title": null,
        "year": null
      }
    ],
    "reference_method": null,
    "warnings": []
  },
  "schema_version": "2.0",
  "sources": [
    {
      "assets": [],
      "axis_max": 2500.0,
      "axis_min": 350.0,
      "axis_unit": "nm",
      "instrument_name": "Spectral Evolution, Spectra Vista Corporation PSR+, HR-1024i",
      "modality": "NIR",
      "n_observations": 118,
      "n_variables": 2151,
      "name": "canopy_spectra.csv",
      "signal_type": null,
      "signal_type_confidence": 0.0,
      "source_id": "X",
      "spectral": {
        "curve": {
          "axis": [
            350.0,
            365.0,
            381.0,
            396.0,
            412.0,
            427.0,
            443.0,
            458.0,
            474.0,
            489.0,
            505.0,
            520.0,
            536.0,
            551.0,
            567.0,
            582.0,
            597.0,
            613.0,
            628.0,
            644.0,
            659.0,
            675.0,
            690.0,
            706.0,
            721.0,
            737.0,
            752.0,
            768.0,
            783.0,
            799.0,
            814.0,
            829.0,
            845.0,
            860.0,
            876.0,
            891.0,
            907.0,
            922.0,
            938.0,
            953.0,
            969.0,
            984.0,
            1000.0,
            1015.0,
            1031.0,
            1046.0,
            1062.0,
            1077.0,
            1092.0,
            1108.0,
            1123.0,
            1139.0,
            1154.0,
            1170.0,
            1185.0,
            1201.0,
            1216.0,
            1232.0,
            1247.0,
            1263.0,
            1278.0,
            1294.0,
            1309.0,
            1324.0,
            1340.0,
            1355.0,
            1371.0,
            1386.0,
            1402.0,
            1417.0,
            1433.0,
            1448.0,
            1464.0,
            1479.0,
            1495.0,
            1510.0,
            1526.0,
            1541.0,
            1556.0,
            1572.0,
            1587.0,
            1603.0,
            1618.0,
            1634.0,
            1649.0,
            1665.0,
            1680.0,
            1696.0,
            1711.0,
            1727.0,
            1742.0,
            1758.0,
            1773.0,
            1788.0,
            1804.0,
            1819.0,
            1835.0,
            1850.0,
            1866.0,
            1881.0,
            1897.0,
            1912.0,
            1928.0,
            1943.0,
            1959.0,
            1974.0,
            1990.0,
            2005.0,
            2021.0,
            2036.0,
            2051.0,
            2067.0,
            2082.0,
            2098.0,
            2113.0,
            2129.0,
            2144.0,
            2160.0,
            2175.0,
            2191.0,
            2206.0,
            2222.0,
            2237.0,
            2253.0,
            2268.0,
            2283.0,
            2299.0,
            2314.0,
            2330.0,
            2345.0,
            2361.0,
            2376.0,
            2392.0,
            2407.0,
            2423.0,
            2438.0,
            2454.0,
            2469.0,
            2485.0,
            2500.0
          ],
          "mean": [
            0.022588172682829328,
            0.020618155448681723,
            0.02058320938435904,
            0.02141111195718838,
            0.0246557541570421,
            0.031052498825652114,
            0.036976113457674695,
            0.04015454513383871,
            0.041840169918170925,
            0.0434380371076197,
            0.04879799671471119,
            0.06540465549076513,
            0.08772558002274926,
            0.09590738475070161,
            0.08983776257452318,
            0.07797177341151035,
            0.07372017608860791,
            0.06914449918825748,
            0.06645672695742826,
            0.061811460545128684,
            0.057632530408011653,
            0.0552892804272094,
            0.06863460530353299,
            0.15310848744238836,
            0.28223897504099343,
            0.41854989958011496,
            0.4800334095449771,
            0.4978284345845045,
            0.503826156006021,
            0.5090910663544121,
            0.5121770253625967,
            0.5115454775297036,
            0.512051298709239,
            0.5138059910071098,
            0.5150066894494881,
            0.5154497098114531,
            0.513495268458027,
            0.5094581764128249,
            0.48681535862259945,
            0.46377781614408653,
            0.4531146899118262,
            0.4467430948200872,
            0.45830490755832803,
            0.47121237698247875,
            0.4849065426042524,
            0.4954656905541986,
            0.5008728117760965,
            0.5031151147717137,
            0.4993843087705515,
            0.49117883029630627,
            0.46875252865128597,
            0.4327111658403429,
            0.39734350599474827,
            0.3903217823323557,
            0.3899075737444021,
            0.39063155423786683,
            0.3950270320904457,
            0.40031846145452077,
            0.4045487851914713,
            0.4074664961988643,
            0.4050566910182015,
            0.39499269274331755,
            0.3784924654637353,
            0.3547337639887454,
            0.3252460264553458,
            0.30403906953031734,
            0.29899590323537084,
            0.2706731350745185,
            0.2260093190154787,
            0.19255528074957556,
            0.15791986604868355,
            0.12583775237455205,
            0.12073738077434443,
            0.12978662190548443,
            0.13253290155681513,
            0.1459337003781634,
            0.1563477706227262,
            0.17147155415456175,
            0.18938071299660003,
            0.19775612166119835,
            0.2074770585207616,
            0.21782800454204365,
            0.22636568571551371,
            0.23278206788887412,
            0.23779957741498947,
            0.24078113497313808,
            0.24115386491609833,
            0.23795062177262064,
            0.23321922161316466,
            0.22718670749563283,
            0.22025236411619994,
            0.21057857977131667,
            0.20259291072518137,
            0.20005715505804045,
            0.21605725813720186,
            0.24470299722279532,
            0.2656499052704391,
            0.2486018260656777,
            0.23935976952819502,
            0.2420793713023097,
            0.23994070221275343,
            0.21374241469459512,
            0.14265565769115496,
            0.07422385569977558,
            0.06744476837911091,
            0.0683776053079104,
            0.07314478552316205,
            0.08208625975175429,
            0.08874447328054298,
            0.0946139773922199,
            0.10168243063834764,
            0.11049889397444361,
            0.1187893163602231,
            0.12696532674638902,
            0.13546723117894036,
            0.14377748246415187,
            0.14969100042293637,
            0.15351754846840593,
            0.15566574968397617,
            0.15756158985323826,
            0.15874636230074754,
            0.1599609235585746,
            0.1574511907489623,
            0.15179849756976305,
            0.1446585058850252,
            0.13766767974879782,
            0.13068836678008913,
            0.123756259395662,
            0.11814516227124101,
            0.1109629064419512,
            0.1040867956955049,
            0.09826254243252136,
            0.09221186116337776,
            0.08633694335250026,
            0.08093537324723804,
            0.07573429431166437,
            0.07120167129373146,
            0.06813645361275492,
            0.16987951197740386,
            0.13793322442383585
          ],
          "median": [
            0.02135649975389242,
            0.019171833992004395,
            0.019093050621449947,
            0.019481774419546127,
            0.022602899931371212,
            0.028459900058805943,
            0.03450183384120464,
            0.037465885281562805,
            0.03905222378671169,
            0.040832383558154106,
            0.046001048758625984,
            0.06278949975967407,
            0.08326030150055885,
            0.09217806532979012,
            0.08501913398504257,
            0.07335691899061203,
            0.0686231218278408,
            0.0640062652528286,
            0.0613132081925869,
            0.056942665949463844,
            0.053177766501903534,
            0.05026537552475929,
            0.06299007683992386,
            0.147352896630764,
            0.2760966122150421,
            0.4214017987251282,
            0.47572246193885803,
            0.4912794232368469,
            0.496372252702713,
            0.5028578341007233,
            0.5065598487854004,
            0.5034317970275879,
            0.5043768286705017,
            0.5062412917613983,
            0.5081283450126648,
            0.5082887411117554,
            0.5078114867210388,
            0.5033369958400726,
            0.4818403273820877,
            0.45745649933815,
            0.4506555497646332,
            0.44381868839263916,
            0.4547668993473053,
            0.46873363852500916,
            0.48129433393478394,
            0.49332140386104584,
            0.49870535731315613,
            0.50198695063591,
            0.49820560216903687,
            0.4911022037267685,
            0.4623708426952362,
            0.4278392344713211,
            0.39545564353466034,
            0.39174680411815643,
            0.391225203871727,
            0.391509011387825,
            0.39629310369491577,
            0.40182170271873474,
            0.4060477912425995,
            0.4069623053073883,
            0.40661899745464325,
            0.39520299434661865,
            0.37555600702762604,
            0.3500765413045883,
            0.3211449086666107,
            0.3024464398622513,
            0.30141471326351166,
            0.27229228615760803,
            0.22355911880731583,
            0.19261258095502853,
            0.15438322722911835,
            0.1204477995634079,
            0.11581500247120857,
            0.12199625000357628,
            0.12653207778930664,
            0.14090604335069656,
            0.1505868285894394,
            0.1647111251950264,
            0.18447627127170563,
            0.19227559864521027,
            0.20266400277614594,
            0.2137288972735405,
            0.22224363684654236,
            0.22883199900388718,
            0.2334889993071556,
            0.23679207265377045,
            0.23738790303468704,
            0.2338353991508484,
            0.22930020093917847,
            0.22313249856233597,
            0.2160864993929863,
            0.20530439913272858,
            0.19774525612592697,
            0.19582942873239517,
            0.2126755192875862,
            0.23777654767036438,
            0.2616351693868637,
            0.23828533291816711,
            0.22845780104398727,
            0.23442085087299347,
            0.21409127116203308,
            0.1611400693655014,
            0.1291041001677513,
            0.06603600084781647,
            0.05757004953920841,
            0.052233900874853134,
            0.05740460008382797,
            0.06841298192739487,
            0.07376709952950478,
            0.08133400231599808,
            0.08911160007119179,
            0.09803630039095879,
            0.10825846344232559,
            0.11621490120887756,
            0.12521293014287949,
            0.13499319553375244,
            0.14057819545269012,
            0.14377350360155106,
            0.14759720116853714,
            0.14964549988508224,
            0.15141750127077103,
            0.15241007506847382,
            0.14968980103731155,
            0.14427006244659424,
            0.13642306625843048,
            0.12831330299377441,
            0.12205079942941666,
            0.11520539969205856,
            0.10909650102257729,
            0.10186179727315903,
            0.0944623164832592,
            0.08718039840459824,
            0.07961466908454895,
            0.07481033354997635,
            0.06993195042014122,
            0.06385576725006104,
            0.062352098524570465,
            0.05485509894788265,
            0.12854599952697754,
            0.10919120907783508
          ],
          "q05": [
            0.015038749761879444,
            0.01313742995262146,
            0.01235103765502572,
            0.012647739984095097,
            0.013659779727458955,
            0.016813479829579592,
            0.019706349819898605,
            0.02133398950099945,
            0.02195570068433881,
            0.022600063029676674,
            0.025390269607305525,
            0.03789914920926094,
            0.05675480980426073,
            0.06298144236207008,
            0.05556549057364464,
            0.044325029477477074,
            0.040206249058246615,
            0.03569941334426403,
            0.03265569657087326,
            0.029182170610874893,
            0.026317866332829,
            0.02439655940979719,
            0.033039719052612784,
            0.10311310030519963,
            0.214322517067194,
            0.32983953803777694,
            0.37472901940345765,
            0.39022779911756517,
            0.3956171825528145,
            0.3988202139735222,
            0.4007832229137421,
            0.401544363796711,
            0.4022225722670555,
            0.40473166555166246,
            0.40677173286676405,
            0.4065243795514107,
            0.4035958871245384,
            0.40027853548526765,
            0.3820713207125664,
            0.3585721909999847,
            0.3563927114009857,
            0.3554025381803513,
            0.3654694065451622,
            0.37770415991544726,
            0.3906501829624176,
            0.399359205365181,
            0.4036691844463348,
            0.40489129573106764,
            0.4045403614640236,
            0.3928978845477104,
            0.3715503588318825,
            0.3373665019869804,
            0.3111883237957954,
            0.3031324356794357,
            0.3032790765166283,
            0.30329777747392656,
            0.3072750329971313,
            0.3116333603858948,
            0.3152152091264725,
            0.3168835774064064,
            0.3151700869202614,
            0.30514373630285263,
            0.2904493764042854,
            0.2704329252243042,
            0.24730914533138276,
            0.23709326460957528,
            0.2354737013578415,
            0.20890340209007263,
            0.1768307790160179,
            0.14048700481653215,
            0.10607424825429916,
            0.08205401822924614,
            0.07828705161809921,
            0.0853538203984499,
            0.08958197720348834,
            0.10216005779802799,
            0.11061270982027054,
            0.1238254513591528,
            0.13953111544251443,
            0.14655390828847886,
            0.1545957863330841,
            0.1639971137046814,
            0.17113806679844856,
            0.17687828540802003,
            0.1815623462200165,
            0.18449696898460388,
            0.18524675741791724,
            0.18283722773194314,
            0.17913070991635321,
            0.17451064959168433,
            0.1689542017877102,
            0.16031776443123819,
            0.15403192713856698,
            0.14984081014990808,
            0.16133851557970047,
            0.18617974668741227,
            0.20421821177005767,
            0.17939639016985895,
            0.16925754845142366,
            0.14330117851495744,
            0.07551646269857884,
            0.03995741363614798,
            0.04299701917916536,
            0.021236067079007624,
            0.024961122311651707,
            0.02813189933076501,
            0.03193718995898962,
            0.030648907087743284,
            0.03951351679861546,
            0.042311323620378975,
            0.047357688285410406,
            0.05433865040540695,
            0.05718797892332077,
            0.06297921948134899,
            0.06621276810765267,
            0.07155268117785454,
            0.07266346029937268,
            0.07539810948073863,
            0.07777588926255703,
            0.07933635227382183,
            0.08121479153633118,
            0.08003344349563121,
            0.07912402711808682,
            0.07585318833589554,
            0.07212220802903176,
            0.06798280999064446,
            0.06379857026040554,
            0.06077624969184399,
            0.05785339120775461,
            0.050980488769710064,
            0.047375930845737456,
            0.043649340979754925,
            0.04084189981222153,
            0.038042258098721506,
            0.033758141472935675,
            0.03546804133802652,
            0.029904319439083338,
            0.025737187825143337,
            0.060247248597443105,
            0.04781873468309641
          ],
          "q25": [
            0.01843778695911169,
            0.01603506226092577,
            0.015748983714729548,
            0.016182450111955404,
            0.01886225026100874,
            0.024416399654000998,
            0.02880578301846981,
            0.031016350258141756,
            0.03193844947963953,
            0.03283294942229986,
            0.03691764920949936,
            0.05110971536487341,
            0.0715656615793705,
            0.07744884863495827,
            0.07136964797973633,
            0.05956505052745342,
            0.055637951008975506,
            0.05170320067554712,
            0.04947876278311014,
            0.04549515154212713,
            0.0420208340510726,
            0.04014895111322403,
            0.05113494861871004,
            0.12462616711854935,
            0.24933071434497833,
            0.3687923401594162,
            0.42065534740686417,
            0.43500036001205444,
            0.44060904532670975,
            0.44393569976091385,
            0.44457025080919266,
            0.44784799963235855,
            0.4497525915503502,
            0.4508751556277275,
            0.4528542757034302,
            0.45447274297475815,
            0.45345620065927505,
            0.4470199868083,
            0.42755281925201416,
            0.41138453781604767,
            0.40034326165914536,
            0.39160124957561493,
            0.4043623208999634,
            0.41830768436193466,
            0.4327831417322159,
            0.44413691759109497,
            0.44897396117448807,
            0.45145300030708313,
            0.44893965870141983,
            0.4436645805835724,
            0.4222947433590889,
            0.3881295472383499,
            0.3584306016564369,
            0.351454995572567,
            0.3524145558476448,
            0.3537520095705986,
            0.3572128117084503,
            0.3619738519191742,
            0.36545810103416443,
            0.368557907640934,
            0.36590050905942917,
            0.3583111986517906,
            0.34342290461063385,
            0.32132554799318314,
            0.2936381995677948,
            0.2738187909126282,
            0.2649651989340782,
            0.23999429494142532,
            0.19704372063279152,
            0.1631055846810341,
            0.12948159873485565,
            0.10014803521335125,
            0.09455326572060585,
            0.1034925002604723,
            0.10680883377790451,
            0.11878129839897156,
            0.12910179793834686,
            0.1454232521355152,
            0.1605852171778679,
            0.16854294389486313,
            0.17674418911337852,
            0.18694060295820236,
            0.1957871876657009,
            0.20253722742199898,
            0.20709850266575813,
            0.21020904555916786,
            0.21083194762468338,
            0.20749053731560707,
            0.20208562910556793,
            0.19628560543060303,
            0.1895352303981781,
            0.17974963039159775,
            0.1724025160074234,
            0.17032679170370102,
            0.18321840465068817,
            0.21046705543994904,
            0.23287615180015564,
            0.21439243480563164,
            0.19666218757629395,
            0.19547543674707413,
            0.15598925203084946,
            0.09987425245344639,
            0.08181962370872498,
            0.04131834860891104,
            0.03814009949564934,
            0.03767670039087534,
            0.04211521241813898,
            0.049765799194574356,
            0.055557250045239925,
            0.0606141509488225,
            0.06720060110092163,
            0.07565541565418243,
            0.08402149938046932,
            0.09071633964776993,
            0.09843149781227112,
            0.10694479756057262,
            0.11229139938950539,
            0.11648902297019958,
            0.11863819696009159,
            0.11893824674189091,
            0.11982345022261143,
            0.12027139775454998,
            0.12008104845881462,
            0.11474964767694473,
            0.10929308086633682,
            0.10253475047647953,
            0.09728994965553284,
            0.09090234711766243,
            0.08458755910396576,
            0.0792909488081932,
            0.07272984646260738,
            0.06541774980723858,
            0.06103533413261175,
            0.056305449455976486,
            0.05218604952096939,
            0.045964750461280346,
            0.04197485093027353,
            0.0405359985306859,
            0.0986095517873764,
            0.07992412522435188
          ],
          "q75": [
            0.02577060041949153,
            0.02394997514784336,
            0.02379993349313736,
            0.024703499861061573,
            0.029660150408744812,
            0.037256901152431965,
            0.04435805045068264,
            0.047735598869621754,
            0.050480249337852,
            0.05267210025340319,
            0.05902205128222704,
            0.07622183486819267,
            0.09898506291210651,
            0.10801775008440018,
            0.10374527610838413,
            0.09243062324821949,
            0.08924385532736778,
            0.08600595779716969,
            0.08389493636786938,
            0.0782724991440773,
            0.07160654850304127,
            0.06784150004386902,
            0.08650864847004414,
            0.1742420457303524,
            0.3140799105167389,
            0.4588744789361954,
            0.5344384908676147,
            0.5533349514007568,
            0.559411883354187,
            0.5653010159730911,
            0.5663324892520905,
            0.5674267560243607,
            0.5663226693868637,
            0.5684070885181427,
            0.5711745619773865,
            0.5719241946935654,
            0.5712264627218246,
            0.5625506043434143,
            0.5394060164690018,
            0.5155711472034454,
            0.5008300617337227,
            0.49281417578458786,
            0.5035774558782578,
            0.5168600529432297,
            0.531250849366188,
            0.5433643162250519,
            0.550534188747406,
            0.5529187321662903,
            0.5476312786340714,
            0.5410958528518677,
            0.5125249326229095,
            0.47820381820201874,
            0.4390120878815651,
            0.4346403032541275,
            0.4323694109916687,
            0.431954488158226,
            0.43735840916633606,
            0.4426116421818733,
            0.4471258968114853,
            0.44946417212486267,
            0.4484354928135872,
            0.4368686303496361,
            0.4189459756016731,
            0.3932550624012947,
            0.36087819188833237,
            0.3303108364343643,
            0.327719047665596,
            0.2934814542531967,
            0.24859211966395378,
            0.21800829097628593,
            0.1828831508755684,
            0.14307844638824463,
            0.13635989651083946,
            0.15003424882888794,
            0.1490292213857174,
            0.16524158045649529,
            0.17662062868475914,
            0.19208259508013725,
            0.21070025116205215,
            0.2199130542576313,
            0.22949105873703957,
            0.23989616334438324,
            0.24916929006576538,
            0.25667704641819,
            0.2625873535871506,
            0.26620540767908096,
            0.2663673311471939,
            0.26326699554920197,
            0.25770901143550873,
            0.25215109437704086,
            0.24449125304818153,
            0.2361115887761116,
            0.2281154841184616,
            0.22528520226478577,
            0.2423776015639305,
            0.275709331035614,
            0.29895299673080444,
            0.28434378653764725,
            0.27019014209508896,
            0.27843330800533295,
            0.2910633981227875,
            0.2749457508325577,
            0.1755232959985733,
            0.09177049994468689,
            0.08766508288681507,
            0.08613214641809464,
            0.09224840067327023,
            0.10480517707765102,
            0.1076507642865181,
            0.11554893478751183,
            0.12668225169181824,
            0.13675926625728607,
            0.14635829627513885,
            0.15752550214529037,
            0.1680377461016178,
            0.18016443401575089,
            0.1858792044222355,
            0.19010824710130692,
            0.1931779384613037,
            0.19570725411176682,
            0.19749679788947105,
            0.19809594750404358,
            0.19491436332464218,
            0.18719720095396042,
            0.1786683201789856,
            0.16945365071296692,
            0.16179180145263672,
            0.15446516126394272,
            0.14688758924603462,
            0.13710172474384308,
            0.12677623704075813,
            0.12271056324243546,
            0.11282137595117092,
            0.10843156278133392,
            0.10116847977042198,
            0.09392314963042736,
            0.08638567663729191,
            0.08241653442382812,
            0.19362743198871613,
            0.16544422879815102
          ],
          "q95": [
            0.03444100152701139,
            0.032182201370596866,
            0.03441431652754545,
            0.03559746872633694,
            0.03998652976006268,
            0.047714871354401105,
            0.056438501738011834,
            0.06271737590432166,
            0.06574490293860435,
            0.06868753693997859,
            0.07557316757738584,
            0.1023941770195961,
            0.1254946433007717,
            0.13478129357099528,
            0.13272416219115257,
            0.12037163600325579,
            0.11833624765276904,
            0.11456406526267528,
            0.11041359566152094,
            0.10327261239290236,
            0.10061912238597868,
            0.09725649133324621,
            0.11387646570801734,
            0.21885622367262839,
            0.3543805077672004,
            0.518157422542572,
            0.5985442280769347,
            0.6221917301416398,
            0.6287333935499191,
            0.6337588161230087,
            0.6374499022960662,
            0.6375037908554076,
            0.6371026664972306,
            0.636831134557724,
            0.6383542209863663,
            0.6391943126916886,
            0.6390140980482101,
            0.6328334599733353,
            0.5996509969234466,
            0.5745002537965774,
            0.5549335807561875,
            0.5481479078531265,
            0.559578612446785,
            0.5721091091632843,
            0.5877433508634567,
            0.5987777084112167,
            0.6076948910951614,
            0.6089762419462204,
            0.6023217260837554,
            0.5926082432270049,
            0.5735594093799591,
            0.5270136207342148,
            0.4853319957852363,
            0.4739655241370201,
            0.4746944665908813,
            0.47440501749515535,
            0.4774179711937904,
            0.4834885388612747,
            0.4890094131231308,
            0.4947163537144661,
            0.4891729563474655,
            0.47901431024074553,
            0.4601044923067093,
            0.43186775892972945,
            0.3986883625388145,
            0.3763311043381691,
            0.369268675148487,
            0.34200630336999893,
            0.2876422733068466,
            0.24642755463719368,
            0.22084131240844712,
            0.19505529925227164,
            0.1851923942565917,
            0.19473206475377078,
            0.20122449547052382,
            0.21082431003451343,
            0.22041920274496077,
            0.2361591689288616,
            0.25121972709894175,
            0.25821771919727315,
            0.2684099420905112,
            0.27931699603795995,
            0.2910678714513778,
            0.2983182787895202,
            0.3065886378288269,
            0.30876540690660476,
            0.31055541038513185,
            0.3044440150260925,
            0.29937704801559445,
            0.29189931750297543,
            0.28368649333715434,
            0.2711777940392493,
            0.26504241824150077,
            0.2619929924607276,
            0.2827595904469489,
            0.31970794945955266,
            0.3449216902256012,
            0.32932190895080565,
            0.33240338712930667,
            0.3537249714136122,
            0.486295303702354,
            0.5147719800472258,
            0.31073631048202477,
            0.1671281114220619,
            0.14094205871224402,
            0.1555119566619396,
            0.1676680780947208,
            0.17219071015715598,
            0.18137014657258985,
            0.194701686501503,
            0.2026818305253982,
            0.20778523609042157,
            0.2174472503364085,
            0.22379086315631852,
            0.23318270668387403,
            0.24291353449225417,
            0.25051468759775153,
            0.25832839906215666,
            0.25967038124799724,
            0.25970732122659673,
            0.2591575041413306,
            0.2622361451387404,
            0.26128844916820515,
            0.25232161879539483,
            0.2428544461727142,
            0.23023022115230551,
            0.22008383050560937,
            0.21503497809171665,
            0.21050877422094336,
            0.19937451109290114,
            0.1932430915534496,
            0.18861791267991063,
            0.18170932009816168,
            0.1690646044909954,
            0.1636577144265175,
            0.15549051538109776,
            0.1476313270628452,
            0.15128167942166326,
            0.4349797800183295,
            0.2876537799835202
          ]
        },
        "dimensionality": {
          "cumulative_top10": 0.9501349862510525,
          "effective_rank": 7.19,
          "n_components_95": 10,
          "n_components_99": 25
        },
        "mean_max": 0.5154999310182313,
        "mean_min": 0.0196045957016364,
        "n_outliers": 49,
        "pca": {
          "explained_variance_ratio": [
            0.3437702196881253,
            0.1966268450684445,
            0.15335402312057947,
            0.1306330604473282,
            0.040351375769720886,
            0.030713925808554744,
            0.019562849260036142,
            0.014899355446420785,
            0.011778406431890848,
            0.008444925209951796,
            0.005975660842031149,
            0.0052844175927913946,
            0.0041302833785216075,
            0.0037970832161021016,
            0.003535044347694497,
            0.0025937333814001545,
            0.002484895004298505,
            0.002395745308285821,
            0.0018526995928230749,
            0.0017244766020920932,
            0.001516401319702275,
            0.0013688191169622728,
            0.001279206865798226,
            0.0011975242397275012,
            0.0009496486241105722,
            0.000888668477691382,
            0.0008064060131741063,
            0.0007061377161162516,
            0.000685722656655343,
            0.0005734228539940493
          ],
          "n_components": 30
        },
        "profile": {
          "amplitude": {
            "area_under_curve": 496.5999562421735,
            "mean_reflectance": 0.2309066559464095,
            "peak_to_peak": 0.4958953353165949,
            "variance": 0.029316706539533364
          },
          "artefacts": {
            "clip_fraction": 5.9097463536865e-05,
            "jump_count": 16168,
            "jump_rate": 0.06372881355932203,
            "spike_count": 30810,
            "spike_rate": 0.12149916003501826
          },
          "diagnostics": [
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 1.0,
                  "signal": "SNR non d\u00e9grad\u00e9"
                },
                {
                  "level": 0.42416833340644383,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Rupture aux jonctions de d\u00e9tecteurs, calibration locale ou sonde diff\u00e9rente.",
              "key": "splice",
              "label": "Splice / raccord d\u00e9tecteurs",
              "score": 0.8246489975809578,
              "strength": "forte"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 1.0,
                  "signal": "Structure PCA"
                },
                {
                  "level": 0.9764555629833264,
                  "signal": "Mahalanobis / T2"
                }
              ],
              "interpretation": "Vari\u00e9t\u00e9, esp\u00e8ce, lot ou condition diff\u00e9rente mais physiquement plausible.",
              "key": "out_of_domain",
              "label": "Spectre hors domaine valide",
              "score": 0.7305822251933305,
              "strength": "forte"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.9764555629833264,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.42416833340644383,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Combinaison possible changement de sonde + splice, amplifi\u00e9e par g\u00e9om\u00e9trie, fond ou calibration.",
              "key": "vera25_like",
              "label": "Signature VERA25-like",
              "score": 0.6581221588566496,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 1.0,
                  "signal": "artefacts locaux"
                },
                {
                  "level": 0.9764555629833264,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.5705369150269887,
                  "signal": "Baseline/mean/area"
                },
                {
                  "level": 0.42416833340644383,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "D\u00e9calage syst\u00e9matique entre campagnes, instruments ou r\u00e9f\u00e9rence blanche.",
              "key": "white_calibration",
              "label": "Erreur calibration / r\u00e9f\u00e9rence blanche",
              "score": 0.6331268429247916,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Structure PCA"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.9764555629833264,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.42416833340644383,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "M\u00e9lange de campagnes, op\u00e9rateurs, lots, setups ou sous-populations spectrales.",
              "key": "multi_regime",
              "label": "Dataset multi-r\u00e9gimes",
              "score": 0.6240998234223633,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 1.0,
                  "signal": "SNR normal/\u00e9lev\u00e9"
                },
                {
                  "level": 0.9969221816611492,
                  "signal": "Noise RMS faible"
                },
                {
                  "level": 0.42416833340644383,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Artefacts num\u00e9riques ou traitement spectral incorrect.",
              "key": "resampling_error",
              "label": "Erreur interpolation / r\u00e9\u00e9chantillonnage",
              "score": 0.613784282258511,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.9764555629833264,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.5705369150269887,
                  "signal": "Baseline/mean/area"
                },
                {
                  "level": 0.42416833340644383,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Effet syst\u00e9matique du support, blanc/noir, transflectance ou environnement de mesure.",
              "key": "background_shift",
              "label": "Fond diff\u00e9rent",
              "score": 0.5902829544072913,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.9764555629833264,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.5705369150269887,
                  "signal": "Baseline/mean/area"
                },
                {
                  "level": 0.42416833340644383,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Modification de l'illumination, collecte, angle ou distance sonde-\u00e9chantillon.",
              "key": "probe_geometry",
              "label": "Diff\u00e9rence de sonde / g\u00e9om\u00e9trie",
              "score": 0.5744515444881084,
              "strength": "moyenne"
            }
          ],
          "integrity": {
            "finite_ratio": 1.0,
            "inf_count": 0,
            "nan_ratio": 0.0,
            "zero_column_ratio": 0.0,
            "zero_ratio": 5.515763263440733e-05
          },
          "noise": {
            "bandwise_snr_median": 2005.5500962987783,
            "bandwise_snr_min": 8.525656149688812,
            "noise_rms": 7.631378785939933e-05,
            "snr": 3025.7527823390496,
            "snr_db": 69.61666882634103,
            "worst_band_axis": 1913.0,
            "worst_band_index": 1563
          },
          "outliers": {
            "hotelling_t2_max": 76.90717629181944,
            "hotelling_t2_median": 4.365127492720458,
            "hotelling_t2_p95": 34.09882418718681,
            "hotelling_t2_ratio": 7.811644503866611,
            "mahalanobis_h_max": 8.769673670771304,
            "mahalanobis_h_median": 2.0892614783078196,
            "mahalanobis_h_p95": 5.836848395055399,
            "mahalanobis_h_ratio": 2.7937376224362818,
            "pca_q_max": 1.7311205586686884,
            "pca_q_median": 0.35000773019374687,
            "pca_q_p95": 1.1876975647652308,
            "pca_q_ratio": 3.3933466672515507
          },
          "profile_scores": {
            "integrity_risk": 0.0,
            "local_artefact_risk": 1.0,
            "noise_risk": 0.003077818338850808,
            "outlier_pressure": 0.9764555629833264,
            "reference_spread": 1.0,
            "repeatability_risk": 0.0,
            "shape_drift": 0.5705369150269887,
            "structure_complexity": 1.0
          },
          "reference": {
            "affine_gain_median": 0.9806137632939542,
            "affine_gain_p95_abs_delta": 0.3364751256400592,
            "affine_offset_median": -0.006241347629390465,
            "affine_offset_p95_abs": 0.08113121107791281,
            "affine_residual_rms_median": 0.026732380660462164,
            "affine_residual_rms_p95": 0.09655717308198765,
            "peak_position_std": 487.5032406583557,
            "rms_to_mean_spectrum": 0.05188453394180756,
            "rms_to_mean_spectrum_p95": 0.11760928920311686,
            "sam_to_mean_spectrum": 0.11778636849077506,
            "sam_to_mean_spectrum_p95": 0.30646984006382,
            "xcorr_lag_p95_axis": 3.0,
            "xcorr_lag_p95_features": 3.0
          },
          "repeatability": {
            "cv_intra_id": null,
            "distance_to_centroid_p95": null,
            "n_repeat_groups": 0,
            "rms_intra_id": null,
            "sam_intra_id": null
          },
          "shape": {
            "baseline_slope": -0.1414632973939021,
            "curvature_rms": 0.0056790208634275915,
            "d1_rms": 0.00713987632448302,
            "edge_noise_ratio": 0.32910061104734645
          },
          "structure": {
            "density_cv": 0.7106808880233478,
            "isolation_forest_score_p95": 0.543710553122938,
            "local_outlier_factor_p95": 3.391967309052146,
            "pca_score_density": 0.8783121923527435
          }
        },
        "quality": {
          "dynamic_range": 0.4958953353165949,
          "noise_proxy_db": 69.61666882634103,
          "saturation_fraction": 3.939830902457667e-06,
          "smoothness": 0.011165763345156282
        },
        "score_plot": {
          "explained_variance_ratio": [
            0.3437702196881248,
            0.19662684506844488
          ],
          "points": [
            {
              "x": -0.8051857132512156,
              "y": -0.26736323106100535
            },
            {
              "x": 1.8404494372413596,
              "y": -0.06731221190283765
            },
            {
              "x": -0.7470349592754205,
              "y": -0.3875372012659056
            },
            {
              "x": -0.32108862599117793,
              "y": 0.008091651941598743
            },
            {
              "x": -0.24844925229259796,
              "y": 0.22873716239533953
            },
            {
              "x": 2.0018032940710127,
              "y": 0.281222757947964
            },
            {
              "x": -2.690744377355056,
              "y": -0.4474511896870288
            },
            {
              "x": -1.272270998587015,
              "y": -0.3812928996159407
            },
            {
              "x": 1.3006120765605185,
              "y": -0.19536941260919102
            },
            {
              "x": -0.918918964094405,
              "y": -0.7464441311427932
            },
            {
              "x": 0.1445922658026661,
              "y": -0.3277091765138612
            },
            {
              "x": -2.1299199604258785,
              "y": 0.09419128145971162
            },
            {
              "x": -2.2769550992904786,
              "y": 0.5377661372453455
            },
            {
              "x": 0.10277372247786733,
              "y": 0.706556612539774
            },
            {
              "x": -0.22458940399698338,
              "y": 0.7547179948038446
            },
            {
              "x": -1.1478957802966494,
              "y": 0.9977353020295271
            },
            {
              "x": 1.977662027008894,
              "y": 1.0848876116464035
            },
            {
              "x": -4.6066631010235835,
              "y": -0.23736718122829645
            },
            {
              "x": -1.8544253833145266,
              "y": 0.42606956267576634
            },
            {
              "x": 0.09638553794418625,
              "y": 0.49234341946761406
            },
            {
              "x": 1.3380204807883416,
              "y": 0.011608538988072917
            },
            {
              "x": 1.7631189278245885,
              "y": 0.3786748825670355
            },
            {
              "x": -0.6486264243708787,
              "y": -0.08223724728816281
            },
            {
              "x": -3.0830390424600873,
              "y": -0.2633100712366137
            },
            {
              "x": -1.1067568699773886,
              "y": 0.4096272777019746
            },
            {
              "x": -2.530333292541848,
              "y": 0.20637188670826012
            },
            {
              "x": -2.3572577826395986,
              "y": -0.10574413154120194
            },
            {
              "x": -1.9466817547428803,
              "y": 0.1895649747461697
            },
            {
              "x": -2.4278722485932347,
              "y": 0.8601088639976691
            },
            {
              "x": 0.4760352182447612,
              "y": 0.15493102890040505
            },
            {
              "x": -1.0216542459613076,
              "y": -0.1122656399803359
            },
            {
              "x": 0.880062328541108,
              "y": 0.09092446179920713
            },
            {
              "x": 0.12043658270662642,
              "y": 0.019585009165267894
            },
            {
              "x": -0.5727427863136096,
              "y": -0.4683105323987746
            },
            {
              "x": -1.6453786474397432,
              "y": -0.32063164768683594
            },
            {
              "x": -2.5127555381602433,
              "y": 0.535582010721769
            },
            {
              "x": 0.724705003148781,
              "y": 2.018286121494492
            },
            {
              "x": -1.6579990743089876,
              "y": 0.4784079103964497
            },
            {
              "x": 1.5971890333307428,
              "y": 0.9501531867148666
            },
            {
              "x": -2.1677430998154663,
              "y": 0.16260569123813992
            },
            {
              "x": -0.9508287723181683,
              "y": 0.9704814203541023
            },
            {
              "x": 1.5383509195446117,
              "y": 1.9022496950872536
            },
            {
              "x": -2.9543811826813897,
              "y": 0.11961461043721568
            },
            {
              "x": 2.483292069898332,
              "y": 1.3395994138402796
            },
            {
              "x": 0.82080951559111,
              "y": 1.0948753925574786
            },
            {
              "x": 1.4673906875621037,
              "y": 0.44581000339916205
            },
            {
              "x": 0.8360658409559215,
              "y": -0.09503132226813568
            },
            {
              "x": 0.22195530698030688,
              "y": -0.4378044099977642
            },
            {
              "x": 0.7644894533883447,
              "y": 0.20967255517158234
            },
            {
              "x": -2.452151603869298,
              "y": -0.3623457265520515
            },
            {
              "x": -3.0070020029383633,
              "y": -0.25757706553447807
            },
            {
              "x": -2.3397008941917763,
              "y": -0.33205965310936586
            },
            {
              "x": 1.2194948852835341,
              "y": -0.025228584732461163
            },
            {
              "x": 0.01987327890837372,
              "y": 0.8769040378321157
            },
            {
              "x": -1.3865770054569786,
              "y": -0.15339546517230418
            },
            {
              "x": -0.2799562385265561,
              "y": -0.5744460122336406
            },
            {
              "x": -0.10879895235963266,
              "y": -0.15263451215316362
            },
            {
              "x": 0.33757122625701336,
              "y": 0.3068601980679008
            },
            {
              "x": -1.574437090084349,
              "y": 1.3190975137334142
            },
            {
              "x": -0.7017110709215618,
              "y": 1.0252666481037123
            },
            {
              "x": -0.1466226423298677,
              "y": 0.5680407827087637
            },
            {
              "x": -1.667874499471182,
              "y": 1.17163713915291
            },
            {
              "x": -1.008306650235539,
              "y": 0.0796378003803707
            },
            {
              "x": -1.1236610311910364,
              "y": 1.5701846483736357
            },
            {
              "x": 0.042204701188461924,
              "y": 0.8560248364330693
            },
            {
              "x": 0.5102255036290428,
              "y": 2.2267816249106533
            },
            {
              "x": 1.0405904749688781,
              "y": 2.8141463386651275
            },
            {
              "x": 3.064306228404994,
              "y": -1.0477767461006386
            },
            {
              "x": 2.692420539152838,
              "y": -0.3835599780758979
            },
            {
              "x": 2.857170286468035,
              "y": -1.3989106435405254
            },
            {
              "x": 1.13975955672638,
              "y": 0.29294096064539166
            },
            {
              "x": 1.800814665207333,
              "y": 0.37804353942803987
            },
            {
              "x": 0.9686458964614323,
              "y": -0.48965408574286096
            },
            {
              "x": 2.010829316811255,
              "y": -0.3752429520611962
            },
            {
              "x": 0.5517071757422026,
              "y": -0.4513544355330475
            },
            {
              "x": 1.841952667123867,
              "y": -0.06582485295259312
            },
            {
              "x": 1.9211908138001554,
              "y": -0.9577415672476072
            },
            {
              "x": 4.075127584101486,
              "y": -0.74264611520643
            },
            {
              "x": 1.838505464404232,
              "y": -1.1607184203272085
            },
            {
              "x": -1.4321721796027032,
              "y": -1.825418713809015
            },
            {
              "x": 0.9768435174057474,
              "y": -1.7576745168471615
            },
            {
              "x": 4.273291768321903,
              "y": -1.2864059498221625
            },
            {
              "x": 2.4978823307853775,
              "y": -0.5256081257610571
            },
            {
              "x": -0.17815056938437052,
              "y": -0.6967387667833471
            },
            {
              "x": 0.9266470154861399,
              "y": -1.3906357696081937
            },
            {
              "x": -0.20104392441840457,
              "y": -7.132271013740495
            },
            {
              "x": -1.2742763505567116,
              "y": -4.547563397500927
            },
            {
              "x": -1.9642626496517237,
              "y": -2.6234538263805054
            },
            {
              "x": -2.2379009126955345,
              "y": -0.5227675382933874
            },
            {
              "x": 0.03167605632084821,
              "y": -0.4680468081059163
            },
            {
              "x": -1.1488882279718373,
              "y": -0.3000805026052118
            },
            {
              "x": 4.254007253525316,
              "y": 1.6191881489508244
            },
            {
              "x": 0.6700980186840356,
              "y": 0.185584089582595
            },
            {
              "x": 1.1456267765212393,
              "y": 0.9291573768853538
            },
            {
              "x": 2.5643070124174363,
              "y": -4.534334579402802
            },
            {
              "x": 1.1914350751678215,
              "y": -4.770358270600635
            },
            {
              "x": 1.970698383542947,
              "y": -1.7922330966492435
            },
            {
              "x": 2.020197499154471,
              "y": -0.4319957428543859
            },
            {
              "x": 4.658049391992968,
              "y": 0.584273394922179
            },
            {
              "x": -0.1779902359093819,
              "y": -0.7784978526330772
            },
            {
              "x": -0.7479978931600574,
              "y": 0.2659686589969951
            },
            {
              "x": -1.7113813391130464,
              "y": 0.261664920099286
            },
            {
              "x": -1.6579711270012625,
              "y": -0.12528604506772006
            },
            {
              "x": -1.1423311150022841,
              "y": 0.5820166937227679
            },
            {
              "x": -0.9165351877157377,
              "y": -0.20902870487602268
            },
            {
              "x": -2.506297057816357,
              "y": -0.3097964047535944
            },
            {
              "x": -2.375737323738015,
              "y": -0.06496737666647244
            },
            {
              "x": -1.8212033731972017,
              "y": 1.2571766740483041
            },
            {
              "x": -1.0193754293578667,
              "y": 1.3664667200273775
            },
            {
              "x": 1.0221347197268553,
              "y": 1.4373131448811003
            },
            {
              "x": 1.505711468410368,
              "y": 2.047545815363116
            },
            {
              "x": 1.8173967216957547,
              "y": 0.9016318983860552
            },
            {
              "x": 2.0585197280779433,
              "y": 1.437761452005427
            },
            {
              "x": 1.9363522892046376,
              "y": 2.6701260562870863
            },
            {
              "x": -0.13669553967433673,
              "y": 1.7795671275691392
            },
            {
              "x": 0.2921941830096343,
              "y": 0.40068541449175693
            },
            {
              "x": -0.5786835201938686,
              "y": 0.33374636747953024
            },
            {
              "x": -0.3877731844464791,
              "y": 0.2609670041877454
            }
          ]
        },
        "spacing": {
          "is_uniform": true,
          "max": 1.0,
          "mean": 1.0,
          "median": 1.0,
          "min": 1.0,
          "std": 0.0
        },
        "value_max": 6.098019123077393,
        "value_min": 0.0,
        "xy": [
          {
            "argmax_axis": 707.0,
            "curve": {
              "abs_corr": [
                0.3728876935963512,
                0.3461188313300874,
                0.31821632877128847,
                0.2626167421858072,
                0.17323046624368552,
                0.14405585214859273,
                0.1461129590863216,
                0.1575100105950138,
                0.16870958553492896,
                0.18291587203374934,
                0.2307460630317669,
                0.3182719999076005,
                0.36596141851182373,
                0.3943053013787549,
                0.40677391148286224,
                0.3899482764614121,
                0.37962478046475256,
                0.3621623138635805,
                0.3478929242387183,
                0.3167048407990012,
                0.28071238917805974,
                0.24647710044369747,
                0.3292129371578069,
                0.47670753456714454,
                0.3709417325014089,
                0.11546944311110785,
                0.025529212703916337,
                0.013459253458903689,
                0.018614350564017827,
                0.02372366403523374,
                0.027214872721956915,
                0.033550458674442084,
                0.03712856803648029,
                0.0400802203937392,
                0.045795912698582505,
                0.04988978657730732,
                0.051143037918324113,
                0.05591058198893389,
                0.07295436383819362,
                0.05957118436005167,
                0.06723279741444452,
                0.06220654376831253,
                0.06721135083348141,
                0.07451652279419875,
                0.07533340040742861,
                0.07875141778124645,
                0.08183218627390322,
                0.08554497039264947,
                0.08864309313979019,
                0.09731851873016036,
                0.1033420948587276,
                0.09890754795970724,
                0.09653268063668227,
                0.11512501668853671,
                0.11983430590197046,
                0.12256872366136662,
                0.1237553822869633,
                0.12686063754706708,
                0.1284585818900737,
                0.13056430985076065,
                0.12946122948158298,
                0.13591772708572783,
                0.14678624778377947,
                0.1635074202345586,
                0.18956855516226284,
                0.23442403418641572,
                0.20015753095362912,
                0.24072132062145496,
                0.29689970318852155,
                0.2988376097091411,
                0.3202458204332477,
                0.3216029433833523,
                0.359918678474279,
                0.3566729149611145,
                0.3430852454286537,
                0.3435408982302005,
                0.3273724528649454,
                0.31992799282814954,
                0.3130781369830045,
                0.29722123186106814,
                0.2868908000522827,
                0.27853484505998477,
                0.27168202171602374,
                0.2641398448399682,
                0.2598100105631695,
                0.2580116677078765,
                0.25696771747343294,
                0.2570606413392695,
                0.2585888767098952,
                0.265830266874228,
                0.2749893210702449,
                0.28639057898361586,
                0.29596292484525305,
                0.29902850512111123,
                0.2824778843856145,
                0.14212580667638447,
                0.26686019402804656,
                0.17125044476135332,
                0.20606063993676224,
                0.050344765055120866,
                0.14903080460737234,
                0.17607034848562583,
                0.06666463360943481,
                0.10728606405209427,
                0.152642222463787,
                0.15629304991527632,
                0.1467269233264603,
                0.1269372947828658,
                0.1262070047381831,
                0.11817305992996395,
                0.12239132788527364,
                0.0929446615123719,
                0.07814911994039332,
                0.060922859277421124,
                0.043519459784874336,
                0.02797540539465502,
                0.019313130953050366,
                0.00538313869532542,
                0.005947682219461127,
                0.01897682014999673,
                0.024645730112147622,
                0.020398576740805464,
                0.01877502313381118,
                0.013027828856847485,
                0.00424269767827124,
                0.015423642428476837,
                0.025773570005171248,
                0.03933959603382778,
                0.055324290476377186,
                0.0716335144531691,
                0.08635327091902317,
                0.10246720922951712,
                0.1075468624002305,
                0.12340091583056949,
                0.13770914489680705,
                0.14182363698362677,
                0.16457114142964016,
                0.20931315338689094,
                0.26953308196253833,
                0.21876613419172353
              ],
              "axis": [
                350.0,
                365.0,
                381.0,
                396.0,
                412.0,
                427.0,
                443.0,
                458.0,
                474.0,
                489.0,
                505.0,
                520.0,
                536.0,
                551.0,
                567.0,
                582.0,
                597.0,
                613.0,
                628.0,
                644.0,
                659.0,
                675.0,
                690.0,
                706.0,
                721.0,
                737.0,
                752.0,
                768.0,
                783.0,
                799.0,
                814.0,
                829.0,
                845.0,
                860.0,
                876.0,
                891.0,
                907.0,
                922.0,
                938.0,
                953.0,
                969.0,
                984.0,
                1000.0,
                1015.0,
                1031.0,
                1046.0,
                1062.0,
                1077.0,
                1092.0,
                1108.0,
                1123.0,
                1139.0,
                1154.0,
                1170.0,
                1185.0,
                1201.0,
                1216.0,
                1232.0,
                1247.0,
                1263.0,
                1278.0,
                1294.0,
                1309.0,
                1324.0,
                1340.0,
                1355.0,
                1371.0,
                1386.0,
                1402.0,
                1417.0,
                1433.0,
                1448.0,
                1464.0,
                1479.0,
                1495.0,
                1510.0,
                1526.0,
                1541.0,
                1556.0,
                1572.0,
                1587.0,
                1603.0,
                1618.0,
                1634.0,
                1649.0,
                1665.0,
                1680.0,
                1696.0,
                1711.0,
                1727.0,
                1742.0,
                1758.0,
                1773.0,
                1788.0,
                1804.0,
                1819.0,
                1835.0,
                1850.0,
                1866.0,
                1881.0,
                1897.0,
                1912.0,
                1928.0,
                1943.0,
                1959.0,
                1974.0,
                1990.0,
                2005.0,
                2021.0,
                2036.0,
                2051.0,
                2067.0,
                2082.0,
                2098.0,
                2113.0,
                2129.0,
                2144.0,
                2160.0,
                2175.0,
                2191.0,
                2206.0,
                2222.0,
                2237.0,
                2253.0,
                2268.0,
                2283.0,
                2299.0,
                2314.0,
                2330.0,
                2345.0,
                2361.0,
                2376.0,
                2392.0,
                2407.0,
                2423.0,
                2438.0,
                2454.0,
                2469.0,
                2485.0,
                2500.0
              ],
              "corr": [
                0.3728876935963512,
                0.3461188313300874,
                0.31821632877128847,
                0.2626167421858072,
                0.17323046624368552,
                0.14405585214859273,
                0.1461129590863216,
                0.1575100105950138,
                0.16870958553492896,
                0.18291587203374934,
                0.2307460630317669,
                0.3182719999076005,
                0.36596141851182373,
                0.3943053013787549,
                0.40677391148286224,
                0.3899482764614121,
                0.37962478046475256,
                0.3621623138635805,
                0.3478929242387183,
                0.3167048407990012,
                0.28071238917805974,
                0.24647710044369747,
                0.3292129371578069,
                0.47670753456714454,
                0.3709417325014089,
                0.11546944311110785,
                0.025529212703916337,
                0.013459253458903689,
                0.018614350564017827,
                0.02372366403523374,
                0.027214872721956915,
                0.033550458674442084,
                0.03712856803648029,
                0.0400802203937392,
                0.045795912698582505,
                0.04988978657730732,
                0.051143037918324113,
                0.05591058198893389,
                0.07295436383819362,
                0.05957118436005167,
                0.06723279741444452,
                0.06220654376831253,
                0.06721135083348141,
                0.07451652279419875,
                0.07533340040742861,
                0.07875141778124645,
                0.08183218627390322,
                0.08554497039264947,
                0.08864309313979019,
                0.09731851873016036,
                0.1033420948587276,
                0.09890754795970724,
                0.09653268063668227,
                0.11512501668853671,
                0.11983430590197046,
                0.12256872366136662,
                0.1237553822869633,
                0.12686063754706708,
                0.1284585818900737,
                0.13056430985076065,
                0.12946122948158298,
                0.13591772708572783,
                0.14678624778377947,
                0.1635074202345586,
                0.18956855516226284,
                0.23442403418641572,
                0.20015753095362912,
                0.24072132062145496,
                0.29689970318852155,
                0.2988376097091411,
                0.3202458204332477,
                0.3216029433833523,
                0.359918678474279,
                0.3566729149611145,
                0.3430852454286537,
                0.3435408982302005,
                0.3273724528649454,
                0.31992799282814954,
                0.3130781369830045,
                0.29722123186106814,
                0.2868908000522827,
                0.27853484505998477,
                0.27168202171602374,
                0.2641398448399682,
                0.2598100105631695,
                0.2580116677078765,
                0.25696771747343294,
                0.2570606413392695,
                0.2585888767098952,
                0.265830266874228,
                0.2749893210702449,
                0.28639057898361586,
                0.29596292484525305,
                0.29902850512111123,
                0.2824778843856145,
                0.14212580667638447,
                0.26686019402804656,
                0.17125044476135332,
                0.20606063993676224,
                0.050344765055120866,
                0.14903080460737234,
                0.17607034848562583,
                0.06666463360943481,
                0.10728606405209427,
                0.152642222463787,
                0.15629304991527632,
                0.1467269233264603,
                0.1269372947828658,
                0.1262070047381831,
                0.11817305992996395,
                0.12239132788527364,
                0.0929446615123719,
                0.07814911994039332,
                0.060922859277421124,
                0.043519459784874336,
                0.02797540539465502,
                0.019313130953050366,
                0.00538313869532542,
                -0.005947682219461127,
                -0.01897682014999673,
                -0.024645730112147622,
                -0.020398576740805464,
                -0.01877502313381118,
                -0.013027828856847485,
                -0.00424269767827124,
                0.015423642428476837,
                0.025773570005171248,
                0.03933959603382778,
                0.055324290476377186,
                0.0716335144531691,
                0.08635327091902317,
                0.10246720922951712,
                0.1075468624002305,
                0.12340091583056949,
                0.13770914489680705,
                0.14182363698362677,
                0.16457114142964016,
                0.20931315338689094,
                0.26953308196253833,
                0.21876613419172353
              ]
            },
            "frac_abs_corr_gt_0_5": 0.0,
            "max_abs_corr": 0.4775257252743187,
            "mean_abs_corr": 0.1709946286563387,
            "n": 118,
            "target": "Plant_Age"
          }
        ]
      },
      "warnings": []
    }
  ],
  "splits": [],
  "variables": [
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.5,
        "imbalance_ratio": 1.0,
        "minority_fraction": 0.5,
        "n_classes": 2,
        "normalized_entropy": 1.0
      },
      "name": "Treatment",
      "role": "target",
      "stats": {
        "n": 118,
        "n_classes": 2,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 59,
            "name": "watered"
          },
          {
            "count": 59,
            "name": "droughted"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "histogram": {
        "counts": [
          23,
          0,
          0,
          24,
          0,
          0,
          0,
          0,
          0,
          20,
          0,
          0,
          0,
          33,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          0,
          18
        ],
        "edges": [
          47.0,
          47.666666666666664,
          48.333333333333336,
          49.0,
          49.666666666666664,
          50.333333333333336,
          51.0,
          51.666666666666664,
          52.333333333333336,
          53.0,
          53.666666666666664,
          54.333333333333336,
          55.0,
          55.666666666666664,
          56.33333333333333,
          57.0,
          57.666666666666664,
          58.33333333333333,
          59.0,
          59.666666666666664,
          60.33333333333333,
          61.0,
          61.666666666666664,
          62.33333333333333,
          63.0
        ]
      },
      "name": "Plant_Age",
      "role": "target",
      "shape": {
        "cv": 0.09936576033920899,
        "is_normal": false,
        "kurtosis": -0.7757630494347092,
        "normality_p": 0.002578888948937405,
        "skewness": 0.501859930828923
      },
      "stats": {
        "max": 63.0,
        "mean": 53.38135593220339,
        "median": 53.0,
        "min": 47.0,
        "n": 118,
        "n_missing": 0,
        "q1": 49.0,
        "q3": 56.0,
        "std": 5.304279020141334
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "ecosis_resource_id",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "8c9139b5-5f24-4925-8d7d-bb4453cfb68d"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "histogram": {
        "counts": [
          13,
          14,
          0,
          0,
          12,
          0,
          10,
          0,
          12,
          0,
          0,
          12,
          12,
          0,
          0,
          0,
          0,
          12,
          0,
          6,
          3,
          0,
          6,
          6
        ],
        "edges": [
          2.0,
          2.625,
          3.25,
          3.875,
          4.5,
          5.125,
          5.75,
          6.375,
          7.0,
          7.625,
          8.25,
          8.875,
          9.5,
          10.125,
          10.75,
          11.375,
          12.0,
          12.625,
          13.25,
          13.875,
          14.5,
          15.125,
          15.75,
          16.375,
          17.0
        ]
      },
      "name": "site",
      "role": "metadata",
      "shape": {
        "cv": 0.5613001789771411,
        "is_normal": false,
        "kurtosis": -1.072641871049953,
        "normality_p": 1.608540590242316e-06,
        "skewness": 0.3286320201440324
      },
      "stats": {
        "max": 17.0,
        "mean": 8.330508474576272,
        "median": 7.0,
        "min": 2.0,
        "n": 118,
        "n_missing": 0,
        "q1": 5.0,
        "q3": 13.0,
        "std": 4.675915897750253
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "location",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "Brookhaven National Laboratory"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "country",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 0,
        "n_missing": 118,
        "top_classes": []
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "latitude",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 0,
        "n_missing": 118,
        "top_classes": []
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "longitude",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 0,
        "n_missing": 118,
        "top_classes": []
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "coordinate_precision_notes",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "source-provided coordinates when available"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "year",
      "role": "metadata",
      "shape": {
        "cv": 0.0,
        "is_normal": null,
        "kurtosis": null,
        "normality_p": null,
        "skewness": null
      },
      "stats": {
        "max": 2020.0,
        "mean": 2020.0,
        "median": 2020.0,
        "min": 2020.0,
        "n": 118,
        "n_missing": 0,
        "q1": 2020.0,
        "q3": 2020.0,
        "std": 0.0
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.790433783395576,
        "imbalance_ratio": 1.8333333333333333,
        "minority_fraction": 0.15254237288135594,
        "n_classes": 5,
        "normalized_entropy": 0.985842864999219
      },
      "name": "date",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 5,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 33,
            "name": "8/2/19"
          },
          {
            "count": 24,
            "name": "7/26/19"
          },
          {
            "count": 23,
            "name": "7/24/19"
          },
          {
            "count": 20,
            "name": "7/30/19"
          },
          {
            "count": 18,
            "name": "8/9/19"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "species",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "CUPE"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "genus",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 0,
        "n_missing": 118,
        "top_classes": []
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "family",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 0,
        "n_missing": 118,
        "top_classes": []
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "plant_part",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "Leaf, Canopy"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "canopy_or_leaf",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "canopy"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "instrument",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "Spectral Evolution, Spectra Vista Corporation PSR+, HR-1024i"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "acquisition_mode",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "Proximal"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "signal_type",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "reflectance"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "axis_unit",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "nm"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "axis_min",
      "role": "metadata",
      "shape": {
        "cv": 0.0,
        "is_normal": null,
        "kurtosis": null,
        "normality_p": null,
        "skewness": null
      },
      "stats": {
        "max": 350.0,
        "mean": 350.0,
        "median": 350.0,
        "min": 350.0,
        "n": 118,
        "n_missing": 0,
        "q1": 350.0,
        "q3": 350.0,
        "std": 0.0
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "name": "axis_max",
      "role": "metadata",
      "shape": {
        "cv": 0.0,
        "is_normal": null,
        "kurtosis": null,
        "normality_p": null,
        "skewness": null
      },
      "stats": {
        "max": 2500.0,
        "mean": 2500.0,
        "median": 2500.0,
        "min": 2500.0,
        "n": 118,
        "n_missing": 0,
        "q1": 2500.0,
        "q3": 2500.0,
        "std": 0.0
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "name": "n_points_original",
      "role": "metadata",
      "shape": {
        "cv": 0.0,
        "is_normal": null,
        "kurtosis": null,
        "normality_p": null,
        "skewness": null
      },
      "stats": {
        "max": 2151.0,
        "mean": 2151.0,
        "median": 2151.0,
        "min": 2151.0,
        "n": 118,
        "n_missing": 0,
        "q1": 2151.0,
        "q3": 2151.0,
        "std": 0.0
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "publication_doi",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "10.1093/jxb/erab255 | 10.21232/UTK8zaW4 | 10.21232/utk8zaw4"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "citation",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "Angela C Burnett Shawn P Serbin Kenneth J Davidson Kim S Ely Alistair Rogers. 2020. Hyperspectral leaf reflectance, biochemistry, and physiology of droughted and watered crops. Data set. Available on-line [http://ecosis.org] from the Ecological Spectral Information System (EcoSIS). 10.21232/UTK8zaW4"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "license",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "Creative Commons Attribution"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "rights_status",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "explicit_open"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "usage_scope",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "public_reuse_possible"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "notes",
      "role": "metadata",
      "stats": {
        "n": 118,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 118,
            "name": "EcoSIS package hyperspectral-leaf-reflectance--biochemistry--and-physiology-of-droughted-and-watered-crops, no interpolation applied by project."
          }
        ]
      },
      "type": "categorical",
      "unit": null
    }
  ],
  "versions": {
    "content": "1.0.0",
    "schema_protocol": "2.0"
  },
  "warnings": []
}