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

35/6-2 S

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

Depth reference: Not reported / not verified

1,280 Sampled measurements

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Sampled measurements
Source depth · m	Curve	Value	Unit	Quality flags
2,484.080	BS	12.2500	in
2,484.080	CALI	12.4062	in
2,484.080	DEPT	2,484.0805	m
2,484.080	DEPTH_MD	2,484.0806	Not reported / not verified	unit-unreported
2,484.080	DRHO	-0.0073	g/cm3
2,484.080	DTC	87.0761	us/ft
2,484.080	DTS	165.3100	us/ft
2,484.080	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,484.080	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,484.080	GR	49.6892	gAPI
2,484.080	NPHI	0.1855	m3/m3
2,484.080	PEF	2.8587	b/e
2,484.080	RDEP	1.8380	ohm.m
2,484.080	RHOB	2.5252	g/cm3
2,484.080	RMED	1.8685	ohm.m
2,484.080	ROP	23.6795	m/h
2,484.080	ROPA	16.0851	Not reported / not verified	unit-unreported
2,484.080	x_loc	548,365.5625	Not reported / not verified	unit-unreported
2,484.080	y_loc	6,822,805.5000	Not reported / not verified	unit-unreported
2,484.080	z_loc	-2,446.0803	Not reported / not verified	unit-unreported
2,536.976	BS	12.2500	in
2,536.976	CALI	12.5147	in
2,536.976	DEPT	2,536.9765	m
2,536.976	DEPTH_MD	2,536.9766	Not reported / not verified	unit-unreported
2,536.976	DRHO	-0.0067	g/cm3
2,536.976	DTC	75.6351	us/ft
2,536.976	DTS	130.3311	us/ft
2,536.976	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,536.976	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,536.976	GR	31.8363	gAPI
2,536.976	NPHI	0.1236	m3/m3
2,536.976	PEF	3.5050	b/e
2,536.976	RDEP	3.2692	ohm.m
2,536.976	RHOB	2.5605	g/cm3
2,536.976	RMED	3.2829	ohm.m
2,536.976	ROP	7.4236	m/h
2,536.976	ROPA	9.0790	Not reported / not verified	unit-unreported
2,536.976	x_loc	548,346.3125	Not reported / not verified	unit-unreported
2,536.976	y_loc	6,822,810.0000	Not reported / not verified	unit-unreported
2,536.976	z_loc	-2,495.1736	Not reported / not verified	unit-unreported
2,589.872	BS	12.2500	in
2,589.872	CALI	12.6059	in
2,589.872	DEPT	2,589.8725	m
2,589.872	DEPTH_MD	2,589.8726	Not reported / not verified	unit-unreported
2,589.872	DRHO	-0.0029	g/cm3
2,589.872	DTC	79.7198	us/ft
2,589.872	DTS	148.1207	us/ft
2,589.872	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,589.872	FORCE_2020_LITHOFACIES_LITHOLOGY	80,000.0000	Not reported / not verified	unit-unreported
2,589.872	GR	54.5650	gAPI
2,589.872	NPHI	0.1838	m3/m3
2,589.872	PEF	3.3018	b/e
2,589.872	RDEP	3.8737	ohm.m
2,589.872	RHOB	2.5833	g/cm3
2,589.872	RMED	3.8522	ohm.m
2,589.872	ROP	11.6523	m/h
2,589.872	ROPA	7.8452	Not reported / not verified	unit-unreported
2,589.872	x_loc	548,325.5000	Not reported / not verified	unit-unreported
2,589.872	y_loc	6,822,813.5000	Not reported / not verified	unit-unreported
2,589.872	z_loc	-2,543.6885	Not reported / not verified	unit-unreported
2,642.920	BS	12.2500	in
2,642.920	CALI	12.6210	in
2,642.920	DEPT	2,642.9205	m
2,642.920	DEPTH_MD	2,642.9204	Not reported / not verified	unit-unreported
2,642.920	DRHO	-0.0033	g/cm3
2,642.920	DTC	90.4309	us/ft
2,642.920	DTS	165.1611	us/ft
2,642.920	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,642.920	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,642.920	GR	61.9550	gAPI
2,642.920	NPHI	0.2639	m3/m3
2,642.920	PEF	2.8990	b/e
2,642.920	RDEP	2.1122	ohm.m
2,642.920	RHOB	2.5025	g/cm3
2,642.920	RMED	2.0871	ohm.m
2,642.920	ROP	24.3152	m/h
2,642.920	ROPA	13.2875	Not reported / not verified	unit-unreported
2,642.920	x_loc	548,302.8750	Not reported / not verified	unit-unreported
2,642.920	y_loc	6,822,816.0000	Not reported / not verified	unit-unreported
2,642.920	z_loc	-2,591.5745	Not reported / not verified	unit-unreported
2,695.816	BS	12.2500	in
2,695.816	CALI	12.6506	in
2,695.816	DEPT	2,695.8165	m
2,695.816	DEPTH_MD	2,695.8164	Not reported / not verified	unit-unreported
2,695.816	DRHO	-0.0048	g/cm3
2,695.816	DTC	83.0290	us/ft
2,695.816	DTS	148.8062	us/ft
2,695.816	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,695.816	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,695.816	GR	51.0905	gAPI
2,695.816	NPHI	0.1955	m3/m3
2,695.816	PEF	3.4662	b/e
2,695.816	RDEP	2.6249	ohm.m
2,695.816	RHOB	2.5643	g/cm3
2,695.816	RMED	2.6514	ohm.m
2,695.816	ROP	14.4382	m/h
2,695.816	ROPA	15.0911	Not reported / not verified	unit-unreported
2,695.816	x_loc	548,278.0000	Not reported / not verified	unit-unreported
2,695.816	y_loc	6,822,817.0000	Not reported / not verified	unit-unreported
2,695.816	z_loc	-2,638.2297	Not reported / not verified	unit-unreported

Full source coverage
Curve	Unit	Source measurements	Missing values
BS	in	21,948	1
CALI	in	21,948	8,505
DEPT	m	21,948	0
DEPTH_MD	Not reported / not verified	21,948	45
DRHO	g/cm3	21,948	8,632
DTC	us/ft	21,948	8,620
DTS	us/ft	21,948	8,618
FORCE_2020_LITHOFACIES_CONFIDENCE	Not reported / not verified	21,948	8,511
FORCE_2020_LITHOFACIES_LITHOLOGY	Not reported / not verified	21,948	8,533
GR	gAPI	21,948	29
NPHI	m3/m3	21,948	8,456
PEF	b/e	21,948	8,691
RDEP	ohm.m	21,948	45
RHOB	g/cm3	21,948	8,691
RMED	ohm.m	21,948	181
ROP	m/h	21,948	6
ROPA	Not reported / not verified	21,948	22
x_loc	Not reported / not verified	21,948	45
y_loc	Not reported / not verified	21,948	45
z_loc	Not reported / not verified	21,948	45

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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