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

7/1-1

Name, ID, operator or basin · Public well atlas Clear

Depth reference: Not reported / not verified

1,344 Sampled measurements

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Sampled measurements
Source depth · m	Curve	Value	Unit	Quality flags
2,338.433	FORCE_2020_LITHOFACIES_LITHOLOGY	70,032.0000	Not reported / not verified	unit-unreported
2,338.433	GR	10.6914	gAPI
2,338.433	MUDWEIGHT	1.5458	Not reported / not verified	unit-unreported
2,338.433	NPHI	0.1351	m3/m3
2,338.433	RDEP	0.8085	ohm.m
2,338.433	RHOB	2.4379	g/cm3
2,338.433	RMED	0.9861	ohm.m
2,338.433	ROP	0.9478	m/h
2,338.433	RSHA	0.9901	ohm.m
2,338.433	SP	8.6162	mV
2,338.433	x_loc	450,382.0938	Not reported / not verified	unit-unreported
2,338.433	y_loc	6,406,641.0000	Not reported / not verified	unit-unreported
2,338.433	z_loc	-2,304.3159	Not reported / not verified	unit-unreported
2,381.905	BS	12.2500	in
2,381.905	CALI	14.8055	in
2,381.905	DCAL	2.5555	in
2,381.905	DEPT	2,381.9048	m
2,381.905	DEPTH_MD	2,381.9048	Not reported / not verified	unit-unreported
2,381.905	DRHO	0.0142	g/cm3
2,381.905	DTC	75.6777	us/ft
2,381.905	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,381.905	FORCE_2020_LITHOFACIES_LITHOLOGY	70,032.0000	Not reported / not verified	unit-unreported
2,381.905	GR	11.2017	gAPI
2,381.905	MUDWEIGHT	1.5458	Not reported / not verified	unit-unreported
2,381.905	NPHI	0.0970	m3/m3
2,381.905	RDEP	1.2486	ohm.m
2,381.905	RHOB	2.4940	g/cm3
2,381.905	RMED	1.1624	ohm.m
2,381.905	ROP	2.5186	m/h
2,381.905	RSHA	1.1582	ohm.m
2,381.905	SP	18.8642	mV
2,381.905	x_loc	450,381.7500	Not reported / not verified	unit-unreported
2,381.905	y_loc	6,406,641.0000	Not reported / not verified	unit-unreported
2,381.905	z_loc	-2,347.7864	Not reported / not verified	unit-unreported
2,425.225	BS	12.2500	in
2,425.225	CALI	14.9529	in
2,425.225	DCAL	2.7029	in
2,425.225	DEPT	2,425.2248	m
2,425.225	DEPTH_MD	2,425.2249	Not reported / not verified	unit-unreported
2,425.225	DRHO	0.0244	g/cm3
2,425.225	DTC	80.8116	us/ft
2,425.225	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,425.225	FORCE_2020_LITHOFACIES_LITHOLOGY	70,032.0000	Not reported / not verified	unit-unreported
2,425.225	GR	11.3389	gAPI
2,425.225	MUDWEIGHT	1.5218	Not reported / not verified	unit-unreported
2,425.225	NPHI	0.1333	m3/m3
2,425.225	RDEP	1.2575	ohm.m
2,425.225	RHOB	2.4870	g/cm3
2,425.225	RMED	1.0430	ohm.m
2,425.225	ROP	1.5030	m/h
2,425.225	RSHA	1.0411	ohm.m
2,425.225	SP	18.7436	mV
2,425.225	x_loc	450,381.3750	Not reported / not verified	unit-unreported
2,425.225	y_loc	6,406,641.5000	Not reported / not verified	unit-unreported
2,425.225	z_loc	-2,391.1050	Not reported / not verified	unit-unreported
2,468.697	BS	12.2500	in
2,468.697	CALI	14.1561	in
2,468.697	DCAL	1.9061	in
2,468.697	DEPT	2,468.6968	m
2,468.697	DEPTH_MD	2,468.6968	Not reported / not verified	unit-unreported
2,468.697	DRHO	0.0265	g/cm3
2,468.697	DTC	71.1899	us/ft
2,468.697	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,468.697	FORCE_2020_LITHOFACIES_LITHOLOGY	70,032.0000	Not reported / not verified	unit-unreported
2,468.697	GR	10.9297	gAPI
2,468.697	MUDWEIGHT	1.5218	Not reported / not verified	unit-unreported
2,468.697	NPHI	0.1100	m3/m3
2,468.697	RDEP	1.4361	ohm.m
2,468.697	RHOB	2.4633	g/cm3
2,468.697	RMED	1.1900	ohm.m
2,468.697	ROP	5.4050	m/h
2,468.697	RSHA	1.1859	ohm.m
2,468.697	SP	13.8831	mV
2,468.697	x_loc	450,380.9375	Not reported / not verified	unit-unreported
2,468.697	y_loc	6,406,641.5000	Not reported / not verified	unit-unreported
2,468.697	z_loc	-2,434.5745	Not reported / not verified	unit-unreported
2,512.017	BS	12.2500	in
2,512.017	CALI	12.4815	in
2,512.017	DCAL	0.2315	in
2,512.017	DEPT	2,512.0168	m
2,512.017	DEPTH_MD	2,512.0168	Not reported / not verified	unit-unreported
2,512.017	DRHO	0.0152	g/cm3
2,512.017	DTC	68.3995	us/ft
2,512.017	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,512.017	FORCE_2020_LITHOFACIES_LITHOLOGY	70,032.0000	Not reported / not verified	unit-unreported
2,512.017	GR	9.5169	gAPI
2,512.017	MUDWEIGHT	1.5218	Not reported / not verified	unit-unreported
2,512.017	NPHI	0.0971	m3/m3
2,512.017	RDEP	1.5538	ohm.m
2,512.017	RHOB	2.5230	g/cm3
2,512.017	RMED	1.3163	ohm.m
2,512.017	ROP	2.0817	m/h
2,512.017	RSHA	1.3141	ohm.m
2,512.017	SP	13.3741	mV
2,512.017	x_loc	450,380.5000	Not reported / not verified	unit-unreported
2,512.017	y_loc	6,406,641.5000	Not reported / not verified	unit-unreported
2,512.017	z_loc	-2,477.8921	Not reported / not verified	unit-unreported
2,555.489	BS	12.2500	in
2,555.489	CALI	12.7274	in
2,555.489	DCAL	0.4774	in

Full source coverage
Curve	Unit	Source measurements	Missing values
BS	in	17,982	35
CALI	in	17,982	1,712
DCAL	in	17,982	1,710
DEPT	m	17,982	0
DEPTH_MD	Not reported / not verified	17,982	1,861
DRHO	g/cm3	17,982	13,539
DTC	us/ft	17,982	6,586
FORCE_2020_LITHOFACIES_CONFIDENCE	Not reported / not verified	17,982	1,741
FORCE_2020_LITHOFACIES_LITHOLOGY	Not reported / not verified	17,982	1,740
GR	gAPI	17,982	1,740
MUDWEIGHT	Not reported / not verified	17,982	2,258
NPHI	m3/m3	17,982	13,578
RDEP	ohm.m	17,982	1,861
RHOB	g/cm3	17,982	13,585
RMED	ohm.m	17,982	1,830
ROP	m/h	17,982	639
RSHA	ohm.m	17,982	1,867
SP	mV	17,982	1,831
x_loc	Not reported / not verified	17,982	1,861
y_loc	Not reported / not verified	17,982	1,861
z_loc	Not reported / not verified	17,982	1,861

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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