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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

16/7-6

Name, ID, operator or basin · Public well atlasClear

Depth reference: Not reported / not verified

1,536 Sampled measurements

JSON ↗CSV ↓NDJSON ↓
Sampled measurements
Source depth · mCurveValueUnitQuality flags
1,480.598FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,480.598FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
1,480.598GR112.0558gAPI
1,480.598NPHI0.4525m3/m3
1,480.598PEF3.4369b/e
1,480.598RDEP0.8414ohm.m
1,480.598RHOB2.2051g/cm3
1,480.598RMED0.8138ohm.m
1,480.598RMIC0.8334ohm.m
1,480.598ROP32.4760m/h
1,480.598RSHA0.7831ohm.m
1,480.598SGRNot reported / not verifiedgAPIsource-null-sentinel
1,480.598SP-106.6849mV
1,480.598x_loc443,863.7500Not reported / not verifiedunit-unreported
1,480.598y_loc6,458,301.0000Not reported / not verifiedunit-unreported
1,480.598z_loc-1,455.5635Not reported / not verifiedunit-unreported
1,522.398BS12.2500in
1,522.398CALI12.5378in
1,522.398DCAL0.2878in
1,522.398DEPT1,522.3984m
1,522.398DEPTH_MD1,522.3984Not reported / not verifiedunit-unreported
1,522.398DRHO-0.0659g/cm3
1,522.398DTC148.1337us/ft
1,522.398DTS449.8177us/ft
1,522.398FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,522.398FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
1,522.398GR87.2030gAPI
1,522.398NPHI0.4514m3/m3
1,522.398PEF4.3753b/e
1,522.398RDEP0.7171ohm.m
1,522.398RHOB2.0620g/cm3
1,522.398RMED0.7021ohm.m
1,522.398RMIC0.7921ohm.m
1,522.398ROP33.1806m/h
1,522.398RSHA0.8401ohm.m
1,522.398SGRNot reported / not verifiedgAPIsource-null-sentinel
1,522.398SP-104.2193mV
1,522.398x_loc443,863.2813Not reported / not verifiedunit-unreported
1,522.398y_loc6,458,300.5000Not reported / not verifiedunit-unreported
1,522.398z_loc-1,497.3610Not reported / not verifiedunit-unreported
1,564.198BS12.2500in
1,564.198CALI12.5160in
1,564.198DCAL0.2660in
1,564.198DEPT1,564.1984m
1,564.198DEPTH_MD1,564.1984Not reported / not verifiedunit-unreported
1,564.198DRHO-0.0439g/cm3
1,564.198DTC139.4192us/ft
1,564.198DTS416.3642us/ft
1,564.198FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,564.198FORCE_2020_LITHOFACIES_LITHOLOGY70,000.0000Not reported / not verifiedunit-unreported
1,564.198GR91.4013gAPI
1,564.198NPHI0.4158m3/m3
1,564.198PEF5.9485b/e
1,564.198RDEP0.8217ohm.m
1,564.198RHOB2.2727g/cm3
1,564.198RMED0.8076ohm.m
1,564.198RMIC0.9040ohm.m
1,564.198ROP23.8353m/h
1,564.198RSHA1.0026ohm.m
1,564.198SGRNot reported / not verifiedgAPIsource-null-sentinel
1,564.198SP-98.7080mV
1,564.198x_loc443,862.8125Not reported / not verifiedunit-unreported
1,564.198y_loc6,458,300.5000Not reported / not verifiedunit-unreported
1,564.198z_loc-1,539.1580Not reported / not verifiedunit-unreported
1,605.846BS12.2500in
1,605.846CALI12.0864in
1,605.846DCAL-0.1636in
1,605.846DEPT1,605.8464m
1,605.846DEPTH_MD1,605.8464Not reported / not verifiedunit-unreported
1,605.846DRHO-0.0601g/cm3
1,605.846DTC145.9170us/ft
1,605.846DTS409.7907us/ft
1,605.846FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,605.846FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
1,605.846GR92.7747gAPI
1,605.846NPHI0.4509m3/m3
1,605.846PEF3.3615b/e
1,605.846RDEP0.6666ohm.m
1,605.846RHOB2.1878g/cm3
1,605.846RMED0.6537ohm.m
1,605.846RMIC0.7857ohm.m
1,605.846ROP17.4220m/h
1,605.846RSHA0.7840ohm.m
1,605.846SGRNot reported / not verifiedgAPIsource-null-sentinel
1,605.846SP-98.8691mV
1,605.846x_loc443,862.3125Not reported / not verifiedunit-unreported
1,605.846y_loc6,458,300.5000Not reported / not verifiedunit-unreported
1,605.846z_loc-1,580.8030Not reported / not verifiedunit-unreported
1,647.646BS12.2500in
1,647.646CALI12.2948in
1,647.646DCAL0.0448in
1,647.646DEPT1,647.6464m
1,647.646DEPTH_MD1,647.6464Not reported / not verifiedunit-unreported
1,647.646DRHO-0.0717g/cm3
1,647.646DTC140.4925us/ft
1,647.646DTS404.1538us/ft
1,647.646FORCE_2020_LITHOFACIES_CONFIDENCE1.0000Not reported / not verifiedunit-unreported
1,647.646FORCE_2020_LITHOFACIES_LITHOLOGY65,000.0000Not reported / not verifiedunit-unreported
1,647.646GR96.0941gAPI
1,647.646NPHI0.4457m3/m3
Full source coverage
CurveUnitSource measurementsMissing values
BSin17,3042
CALIin17,3046,750
DCALin17,3046,631
DEPTm17,3040
DEPTH_MDNot reported / not verified17,3041,145
DRHOg/cm317,3046,772
DTCus/ft17,3046,743
DTSus/ft17,3047,064
FORCE_2020_LITHOFACIES_CONFIDENCENot reported / not verified17,3046,837
FORCE_2020_LITHOFACIES_LITHOLOGYNot reported / not verified17,3047,082
GRgAPI17,3041,321
NPHIm3/m317,3046,822
PEFb/e17,3046,663
RDEPohm.m17,3041,145
RHOBg/cm317,3046,774
RMEDohm.m17,3041,155
RMICohm.m17,3041,456
ROPm/h17,3041,229
RSHAohm.m17,3041,155
SGRgAPI17,30416,081
SPmV17,3046,630
x_locNot reported / not verified17,3041,145
y_locNot reported / not verified17,3041,145
z_locNot reported / not verified17,3041,145

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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