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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

31/2-21 S

Name, ID, operator or basin · Public well atlasClear

Depth reference: Not reported / not verified

1,280 Sampled measurements

JSON ↗CSV ↓NDJSON ↓
Sampled measurements
Source depth · mCurveValueUnitQuality flags
1,953.720BS12.2500in
1,953.720CALINot reported / not verifiedinsource-null-sentinel
1,953.720DEPT1,953.7204m
1,953.720DEPTH_MD1,953.7205Not reported / not verifiedunit-unreported
1,953.720DRHONot reported / not verifiedg/cm3source-null-sentinel
1,953.720DTC61.6467us/ft
1,953.720DTSNot reported / not verifiedus/ftsource-null-sentinel
1,953.720FORCE_2020_LITHOFACIES_CONFIDENCENot reported / not verifiedNot reported / not verifiedsource-null-sentinel
1,953.720FORCE_2020_LITHOFACIES_LITHOLOGYNot reported / not verifiedNot reported / not verifiedsource-null-sentinel
1,953.720GR76.2737gAPI
1,953.720NPHINot reported / not verifiedm3/m3source-null-sentinel
1,953.720PEFNot reported / not verifiedb/esource-null-sentinel
1,953.720RDEP1.1270ohm.m
1,953.720RHOBNot reported / not verifiedg/cm3source-null-sentinel
1,953.720RMED1.1053ohm.m
1,953.720ROP27.0597m/h
1,953.720ROPA28.8001Not reported / not verifiedunit-unreported
1,953.720x_loc525,349.0000Not reported / not verifiedunit-unreported
1,953.720y_loc6,759,800.5000Not reported / not verifiedunit-unreported
1,953.720z_loc-1,881.3257Not reported / not verifiedunit-unreported
1,998.864BS12.2500in
1,998.864CALINot reported / not verifiedinsource-null-sentinel
1,998.864DEPT1,998.8644m
1,998.864DEPTH_MD1,998.8644Not reported / not verifiedunit-unreported
1,998.864DRHONot reported / not verifiedg/cm3source-null-sentinel
1,998.864DTC80.9351us/ft
1,998.864DTS263.4546us/ft
1,998.864FORCE_2020_LITHOFACIES_CONFIDENCENot reported / not verifiedNot reported / not verifiedsource-null-sentinel
1,998.864FORCE_2020_LITHOFACIES_LITHOLOGYNot reported / not verifiedNot reported / not verifiedsource-null-sentinel
1,998.864GR13.0581gAPI
1,998.864NPHI0.1931m3/m3
1,998.864PEFNot reported / not verifiedb/esource-null-sentinel
1,998.864RDEP1.4000ohm.m
1,998.864RHOBNot reported / not verifiedg/cm3source-null-sentinel
1,998.864RMEDNot reported / not verifiedohm.msource-null-sentinel
1,998.864ROP11.9630m/h
1,998.864ROPA12.0058Not reported / not verifiedunit-unreported
1,998.864x_loc525,331.2500Not reported / not verifiedunit-unreported
1,998.864y_loc6,759,815.0000Not reported / not verifiedunit-unreported
1,998.864z_loc-1,920.3098Not reported / not verifiedunit-unreported
2,044.008BS8.5000in
2,044.008CALI8.6381in
2,044.008DEPT2,044.0084m
2,044.008DEPTH_MD2,044.0084Not reported / not verifiedunit-unreported
2,044.008DRHO0.0806g/cm3
2,044.008DTC77.0221us/ft
2,044.008DTS159.0805us/ft
2,044.008FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
2,044.008FORCE_2020_LITHOFACIES_LITHOLOGY70,000.0000Not reported / not verifiedunit-unreported
2,044.008GR25.6972gAPI
2,044.008NPHI0.1283m3/m3
2,044.008PEF5.3277b/e
2,044.008RDEP4.3455ohm.m
2,044.008RHOB2.5695g/cm3
2,044.008RMED4.0107ohm.m
2,044.008ROP10.9668m/h
2,044.008ROPA10.6288Not reported / not verifiedunit-unreported
2,044.008x_loc525,313.6875Not reported / not verifiedunit-unreported
2,044.008y_loc6,759,829.5000Not reported / not verifiedunit-unreported
2,044.008z_loc-1,959.2797Not reported / not verifiedunit-unreported
2,089.152BS8.5000in
2,089.152CALI8.7832in
2,089.152DEPT2,089.1524m
2,089.152DEPTH_MD2,089.1523Not reported / not verifiedunit-unreported
2,089.152DRHO0.0671g/cm3
2,089.152DTC127.2084us/ft
2,089.152DTS224.7755us/ft
2,089.152FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
2,089.152FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
2,089.152GR179.2529gAPI
2,089.152NPHI0.3920m3/m3
2,089.152PEF3.5500b/e
2,089.152RDEP1.1619ohm.m
2,089.152RHOB2.2957g/cm3
2,089.152RMED1.1306ohm.m
2,089.152ROP12.1330m/h
2,089.152ROPA10.3433Not reported / not verifiedunit-unreported
2,089.152x_loc525,295.7500Not reported / not verifiedunit-unreported
2,089.152y_loc6,759,843.5000Not reported / not verifiedunit-unreported
2,089.152z_loc-1,998.1434Not reported / not verifiedunit-unreported
2,134.448BS8.5000in
2,134.448CALI8.5109in
2,134.448DEPT2,134.4484m
2,134.448DEPTH_MD2,134.4485Not reported / not verifiedunit-unreported
2,134.448DRHO0.0935g/cm3
2,134.448DTC103.2099us/ft
2,134.448DTS173.4305us/ft
2,134.448FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
2,134.448FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
2,134.448GR175.9633gAPI
2,134.448NPHI0.3307m3/m3
2,134.448PEF4.5369b/e
2,134.448RDEP2.2654ohm.m
2,134.448RHOB2.3596g/cm3
2,134.448RMED2.2466ohm.m
2,134.448ROP4.5041m/h
2,134.448ROPA3.2139Not reported / not verifiedunit-unreported
2,134.448x_loc525,277.0000Not reported / not verifiedunit-unreported
2,134.448y_loc6,759,857.5000Not reported / not verifiedunit-unreported
2,134.448z_loc-2,037.0879Not reported / not verifiedunit-unreported
Full source coverage
CurveUnitSource measurementsMissing values
BSin18,73157
CALIin18,73110,889
DEPTm18,7310
DEPTH_MDNot reported / not verified18,731164
DRHOg/cm318,73110,885
DTCus/ft18,731532
DTSus/ft18,7313,479
FORCE_2020_LITHOFACIES_CONFIDENCENot reported / not verified18,73110,890
FORCE_2020_LITHOFACIES_LITHOLOGYNot reported / not verified18,73110,891
GRgAPI18,73165
NPHIm3/m318,73110,896
PEFb/e18,73110,931
RDEPohm.m18,731164
RHOBg/cm318,73110,931
RMEDohm.m18,731207
ROPm/h18,73167
ROPANot reported / not verified18,73151
x_locNot reported / not verified18,731164
y_locNot reported / not verified18,731164
z_locNot reported / not verified18,731164

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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