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WELL & ENERGY INTELLIGENCE
WELLFICENT / FORCE 2020

Well log explorer

Browse source wells, curves and sampled measurements.

Runtime samples are not the complete training dataset.

118 Well · 2,393 Curves

16/4-1

Name, ID, operator or basin · Public well atlasClear

Depth reference: Not reported / not verified

1,472 Sampled measurements

JSON ↗CSV ↓NDJSON ↓
Sampled measurements
Source depth · mCurveValueUnitQuality flags
1,446.106MUDWEIGHT0.1414Not reported / not verifiedunit-unreported
1,446.106NPHI0.4445m3/m3
1,446.106PEFNot reported / not verifiedb/esource-null-sentinel
1,446.106RDEP1.1119ohm.m
1,446.106RHOB1.9956g/cm3
1,446.106RMED1.3015ohm.m
1,446.106ROP1.5252m/h
1,446.106RSHA1.2125ohm.m
1,446.106RXONot reported / not verifiedohm.msource-null-sentinel
1,446.106SP139.7885mV
1,446.106x_loc449,948.4688Not reported / not verifiedunit-unreported
1,446.106y_loc6,500,262.0000Not reported / not verifiedunit-unreported
1,446.106z_loc-1,420.8787Not reported / not verifiedunit-unreported
1,490.490BS14.7500in
1,490.490CALI16.3590in
1,490.490DCAL1.6090in
1,490.490DEPT1,490.4896m
1,490.490DEPTH_MD1,490.4896Not reported / not verifiedunit-unreported
1,490.490DRHO0.0223g/cm3
1,490.490DTC141.7313us/ft
1,490.490FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,490.490FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
1,490.490GR87.5296gAPI
1,490.490MUDWEIGHT0.1414Not reported / not verifiedunit-unreported
1,490.490NPHI0.4258m3/m3
1,490.490PEFNot reported / not verifiedb/esource-null-sentinel
1,490.490RDEP0.8729ohm.m
1,490.490RHOB2.0293g/cm3
1,490.490RMED1.0089ohm.m
1,490.490ROP1.8664m/h
1,490.490RSHA1.0231ohm.m
1,490.490RXONot reported / not verifiedohm.msource-null-sentinel
1,490.490SP142.4029mV
1,490.490x_loc449,949.3750Not reported / not verifiedunit-unreported
1,490.490y_loc6,500,261.5000Not reported / not verifiedunit-unreported
1,490.490z_loc-1,465.2432Not reported / not verifiedunit-unreported
1,535.026BS14.7500in
1,535.026CALI16.4152in
1,535.026DCAL1.6652in
1,535.026DEPT1,535.0256m
1,535.026DEPTH_MD1,535.0256Not reported / not verifiedunit-unreported
1,535.026DRHO0.0154g/cm3
1,535.026DTC134.9793us/ft
1,535.026FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,535.026FORCE_2020_LITHOFACIES_LITHOLOGY70,000.0000Not reported / not verifiedunit-unreported
1,535.026GR78.3053gAPI
1,535.026MUDWEIGHT0.1414Not reported / not verifiedunit-unreported
1,535.026NPHI0.4160m3/m3
1,535.026PEFNot reported / not verifiedb/esource-null-sentinel
1,535.026RDEP0.9240ohm.m
1,535.026RHOB1.9948g/cm3
1,535.026RMED0.9241ohm.m
1,535.026ROP4.8366m/h
1,535.026RSHA0.9551ohm.m
1,535.026RXONot reported / not verifiedohm.msource-null-sentinel
1,535.026SP140.7849mV
1,535.026x_loc449,949.9688Not reported / not verifiedunit-unreported
1,535.026y_loc6,500,261.0000Not reported / not verifiedunit-unreported
1,535.026z_loc-1,509.7634Not reported / not verifiedunit-unreported
1,579.410BS14.7500in
1,579.410CALI17.2574in
1,579.410DCAL2.5074in
1,579.410DEPT1,579.4096m
1,579.410DEPTH_MD1,579.4095Not reported / not verifiedunit-unreported
1,579.410DRHO0.0116g/cm3
1,579.410DTC150.4539us/ft
1,579.410FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,579.410FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
1,579.410GR87.1235gAPI
1,579.410MUDWEIGHT0.1510Not reported / not verifiedunit-unreported
1,579.410NPHI0.5079m3/m3
1,579.410PEFNot reported / not verifiedb/esource-null-sentinel
1,579.410RDEP0.7675ohm.m
1,579.410RHOB1.7451g/cm3
1,579.410RMED0.8200ohm.m
1,579.410ROP1.8943m/h
1,579.410RSHA0.8078ohm.m
1,579.410RXONot reported / not verifiedohm.msource-null-sentinel
1,579.410SP144.6049mV
1,579.410x_loc449,950.9063Not reported / not verifiedunit-unreported
1,579.410y_loc6,500,260.5000Not reported / not verifiedunit-unreported
1,579.410z_loc-1,554.1259Not reported / not verifiedunit-unreported
1,623.946BS14.7500in
1,623.946CALI15.7142in
1,623.946DCAL0.9642in
1,623.946DEPT1,623.9456m
1,623.946DEPTH_MD1,623.9456Not reported / not verifiedunit-unreported
1,623.946DRHO0.0171g/cm3
1,623.946DTC160.4997us/ft
1,623.946FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,623.946FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
1,623.946GR84.7140gAPI
1,623.946MUDWEIGHT0.1510Not reported / not verifiedunit-unreported
1,623.946NPHI0.4814m3/m3
1,623.946PEFNot reported / not verifiedb/esource-null-sentinel
1,623.946RDEP0.7121ohm.m
1,623.946RHOB2.0072g/cm3
1,623.946RMED0.8653ohm.m
1,623.946ROP2.3977m/h
1,623.946RSHA0.7919ohm.m
Full source coverage
CurveUnitSource measurementsMissing values
BSin18,4242,634
CALIin18,4242,636
DCALin18,4244,291
DEPTm18,4240
DEPTH_MDNot reported / not verified18,424649
DRHOg/cm318,4242,365
DTCus/ft18,424730
FORCE_2020_LITHOFACIES_CONFIDENCENot reported / not verified18,4244,292
FORCE_2020_LITHOFACIES_LITHOLOGYNot reported / not verified18,4244,304
GRgAPI18,42477
MUDWEIGHTNot reported / not verified18,4241,213
NPHIm3/m318,4242,450
PEFb/e18,42417,276
RDEPohm.m18,424649
RHOBg/cm318,4242,510
RMEDohm.m18,4241,342
ROPm/h18,424126
RSHAohm.m18,4242,358
RXOohm.m18,42413,955
SPmV18,42410
x_locNot reported / not verified18,424649
y_locNot reported / not verified18,424649
z_locNot reported / not verified18,424649

Sources, rights and method

Bormann, P.; Aursand, P.; Dilib, F.; Manral, S.; Dischington, P. (2020). FORCE 2020 well log and lithofacies dataset, DOI 10.5281/zenodo.4351156. Source Norwegian government logs under NLOD 2.0. Normalized and sampled by Wellficent.

Source · CC BY 4.0 · NLOD 2.0

Curated, partially despiked competition data are not current operating measurements.

Combined archive does not establish original train/test splits. Group by source well for independent holdout.

Depth reference, x/y/z coordinate CRS and unit _ are unknown; no atlas identity joins or coordinates are inferred.

Runtime sample is for browsing. Full source-row normalized training data must use external importer output.

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