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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

31/3-4

Name, ID, operator or basin · Public well atlasClear

Depth reference: Not reported / not verified

1,408 Sampled measurements

JSON ↗CSV ↓NDJSON ↓
Sampled measurements
Source depth · mCurveValueUnitQuality flags
2,012.434DEPT2,012.4336m
2,012.434DEPTH_MD2,012.4336Not reported / not verifiedunit-unreported
2,012.434DRHO-0.0089g/cm3
2,012.434DTC81.7413us/ft
2,012.434DTS125.1962us/ft
2,012.434FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
2,012.434FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
2,012.434GR109.2682gAPI
2,012.434NPHI0.3091m3/m3
2,012.434PEF7.1192b/e
2,012.434RDEP2.8465ohm.m
2,012.434RHOB2.4227g/cm3
2,012.434RMED2.5863ohm.m
2,012.434RMIC1.8841ohm.m
2,012.434ROP32.7775m/h
2,012.434ROPA30.1462Not reported / not verifiedunit-unreported
2,012.434RSHA2.3519ohm.m
2,012.434x_loc537,234.1250Not reported / not verifiedunit-unreported
2,012.434y_loc6,759,167.0000Not reported / not verifiedunit-unreported
2,012.434z_loc-1,972.1885Not reported / not verifiedunit-unreported
2,040.098BS8.5000in
2,040.098CALI8.4526in
2,040.098DEPT2,040.0976m
2,040.098DEPTH_MD2,040.0977Not reported / not verifiedunit-unreported
2,040.098DRHO-0.0077g/cm3
2,040.098DTC90.8304us/ft
2,040.098DTS166.7101us/ft
2,040.098FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
2,040.098FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
2,040.098GR120.7983gAPI
2,040.098NPHI0.3974m3/m3
2,040.098PEF3.9065b/e
2,040.098RDEP5.3743ohm.m
2,040.098RHOB2.4668g/cm3
2,040.098RMED4.8961ohm.m
2,040.098RMIC4.0297ohm.m
2,040.098ROP16.0463m/h
2,040.098ROPA25.4238Not reported / not verifiedunit-unreported
2,040.098RSHA4.8281ohm.m
2,040.098x_loc537,233.5000Not reported / not verifiedunit-unreported
2,040.098y_loc6,759,167.0000Not reported / not verifiedunit-unreported
2,040.098z_loc-1,999.8435Not reported / not verifiedunit-unreported
2,067.610BS8.5000in
2,067.610CALI8.5396in
2,067.610DEPT2,067.6096m
2,067.610DEPTH_MD2,067.6096Not reported / not verifiedunit-unreported
2,067.610DRHO0.0104g/cm3
2,067.610DTC136.7991us/ft
2,067.610DTSNot reported / not verifiedus/ftsource-null-sentinel
2,067.610FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
2,067.610FORCE_2020_LITHOFACIES_LITHOLOGY90,000.0000Not reported / not verifiedunit-unreported
2,067.610GR89.8942gAPI
2,067.610NPHI0.3556m3/m3
2,067.610PEF3.1580b/e
2,067.610RDEP5.6613ohm.m
2,067.610RHOB2.0384g/cm3
2,067.610RMED6.0422ohm.m
2,067.610RMICNot reported / not verifiedohm.msource-null-sentinel
2,067.610ROP31.3163m/h
2,067.610ROPA35.2625Not reported / not verifiedunit-unreported
2,067.610RSHA5.5555ohm.m
2,067.610x_loc537,232.7500Not reported / not verifiedunit-unreported
2,067.610y_loc6,759,167.5000Not reported / not verifiedunit-unreported
2,067.610z_loc-2,027.3457Not reported / not verifiedunit-unreported
2,095.122BS8.5000in
2,095.122CALI8.5347in
2,095.122DEPT2,095.1216m
2,095.122DEPTH_MD2,095.1216Not reported / not verifiedunit-unreported
2,095.122DRHO0.0900g/cm3
2,095.122DTC85.7021us/ft
2,095.122DTSNot reported / not verifiedus/ftsource-null-sentinel
2,095.122FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
2,095.122FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
2,095.122GR123.7368gAPI
2,095.122NPHI0.2502m3/m3
2,095.122PEF3.7031b/e
2,095.122RDEP4.9477ohm.m
2,095.122RHOB2.5337g/cm3
2,095.122RMED4.0529ohm.m
2,095.122RMICNot reported / not verifiedohm.msource-null-sentinel
2,095.122ROP9.5316m/h
2,095.122ROPA7.3774Not reported / not verifiedunit-unreported
2,095.122RSHA4.6286ohm.m
2,095.122x_loc537,231.9375Not reported / not verifiedunit-unreported
2,095.122y_loc6,759,167.5000Not reported / not verifiedunit-unreported
2,095.122z_loc-2,054.8462Not reported / not verifiedunit-unreported
2,122.634BS8.5000in
2,122.634CALINot reported / not verifiedinsource-null-sentinel
2,122.634DEPT2,122.6336m
2,122.634DEPTH_MDNot reported / not verifiedNot reported / not verifiedsource-null-sentinel
2,122.634DRHONot reported / not verifiedg/cm3source-null-sentinel
2,122.634DTCNot reported / not verifiedus/ftsource-null-sentinel
2,122.634DTSNot reported / not verifiedus/ftsource-null-sentinel
2,122.634FORCE_2020_LITHOFACIES_CONFIDENCENot reported / not verifiedNot reported / not verifiedsource-null-sentinel
2,122.634FORCE_2020_LITHOFACIES_LITHOLOGYNot reported / not verifiedNot reported / not verifiedsource-null-sentinel
2,122.634GRNot reported / not verifiedgAPIsource-null-sentinel
2,122.634NPHINot reported / not verifiedm3/m3source-null-sentinel
2,122.634PEFNot reported / not verifiedb/esource-null-sentinel
2,122.634RDEPNot reported / not verifiedohm.msource-null-sentinel
2,122.634RHOBNot reported / not verifiedg/cm3source-null-sentinel
Full source coverage
CurveUnitSource measurementsMissing values
BSin11,4131
CALIin11,4135,970
DEPTm11,4130
DEPTH_MDNot reported / not verified11,4132,400
DRHOg/cm311,4135,968
DTCus/ft11,4132,560
DTSus/ft11,4136,352
FORCE_2020_LITHOFACIES_CONFIDENCENot reported / not verified11,4135,972
FORCE_2020_LITHOFACIES_LITHOLOGYNot reported / not verified11,4136,036
GRgAPI11,41312
NPHIm3/m311,4135,985
PEFb/e11,4135,996
RDEPohm.m11,4132,400
RHOBg/cm311,4135,996
RMEDohm.m11,4132,443
RMICohm.m11,4136,439
ROPm/h11,4130
ROPANot reported / not verified11,41327
RSHAohm.m11,4132,446
x_locNot reported / not verified11,4132,400
y_locNot reported / not verified11,4132,400
z_locNot reported / not verified11,4132,400

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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