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 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
2,405.616	BS	8.5000	in
2,405.616	CALI	8.5688	in
2,405.616	DEPT	2,405.6164	m
2,405.616	DEPTH_MD	2,405.6165	Not reported / not verified	unit-unreported
2,405.616	DRHO	0.0621	g/cm3
2,405.616	DTC	93.7427	us/ft
2,405.616	DTS	173.3435	us/ft
2,405.616	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,405.616	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,405.616	GR	94.3890	gAPI
2,405.616	NPHI	0.3499	m3/m3
2,405.616	PEF	3.2583	b/e
2,405.616	RDEP	2.8167	ohm.m
2,405.616	RHOB	2.3462	g/cm3
2,405.616	RMED	3.0801	ohm.m
2,405.616	ROP	3.5962	m/h
2,405.616	ROPA	4.0505	Not reported / not verified	unit-unreported
2,405.616	x_loc	525,171.3750	Not reported / not verified	unit-unreported
2,405.616	y_loc	6,759,945.0000	Not reported / not verified	unit-unreported
2,405.616	z_loc	-2,270.8069	Not reported / not verified	unit-unreported
2,450.760	BS	8.5000	in
2,450.760	CALI	8.5926	in
2,450.760	DEPT	2,450.7604	m
2,450.760	DEPTH_MD	2,450.7605	Not reported / not verified	unit-unreported
2,450.760	DRHO	0.0551	g/cm3
2,450.760	DTC	89.5079	us/ft
2,450.760	DTS	166.6891	us/ft
2,450.760	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,450.760	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,450.760	GR	102.4757	gAPI
2,450.760	NPHI	0.3172	m3/m3
2,450.760	PEF	3.4455	b/e
2,450.760	RDEP	3.2542	ohm.m
2,450.760	RHOB	2.4198	g/cm3
2,450.760	RMED	3.1320	ohm.m
2,450.760	ROP	19.7742	m/h
2,450.760	ROPA	16.3720	Not reported / not verified	unit-unreported
2,450.760	x_loc	525,153.8750	Not reported / not verified	unit-unreported
2,450.760	y_loc	6,759,959.5000	Not reported / not verified	unit-unreported
2,450.760	z_loc	-2,309.8835	Not reported / not verified	unit-unreported
2,495.904	BS	8.5000	in
2,495.904	CALI	8.6099	in
2,495.904	DEPT	2,495.9044	m
2,495.904	DEPTH_MD	2,495.9043	Not reported / not verified	unit-unreported
2,495.904	DRHO	0.0651	g/cm3
2,495.904	DTC	88.4121	us/ft
2,495.904	DTS	161.1393	us/ft
2,495.904	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,495.904	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,495.904	GR	81.3123	gAPI
2,495.904	NPHI	0.3098	m3/m3
2,495.904	PEF	3.4032	b/e
2,495.904	RDEP	3.4504	ohm.m
2,495.904	RHOB	2.4028	g/cm3
2,495.904	RMED	3.2278	ohm.m
2,495.904	ROP	16.5077	m/h
2,495.904	ROPA	12.0559	Not reported / not verified	unit-unreported
2,495.904	x_loc	525,136.5000	Not reported / not verified	unit-unreported
2,495.904	y_loc	6,759,973.5000	Not reported / not verified	unit-unreported
2,495.904	z_loc	-2,349.0144	Not reported / not verified	unit-unreported
2,541.048	BS	8.5000	in
2,541.048	CALI	9.4362	in
2,541.048	DEPT	2,541.0484	m
2,541.048	DEPTH_MD	2,541.0483	Not reported / not verified	unit-unreported
2,541.048	DRHO	0.1426	g/cm3
2,541.048	DTC	83.1415	us/ft
2,541.048	DTS	151.4247	us/ft
2,541.048	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,541.048	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,541.048	GR	92.6517	gAPI
2,541.048	NPHI	0.3198	m3/m3
2,541.048	PEF	4.6780	b/e
2,541.048	RDEP	3.5635	ohm.m
2,541.048	RHOB	2.3501	g/cm3
2,541.048	RMED	2.9880	ohm.m
2,541.048	ROP	17.2607	m/h
2,541.048	ROPA	12.1951	Not reported / not verified	unit-unreported
2,541.048	x_loc	525,118.9375	Not reported / not verified	unit-unreported
2,541.048	y_loc	6,759,988.0000	Not reported / not verified	unit-unreported
2,541.048	z_loc	-2,388.0417	Not reported / not verified	unit-unreported
2,586.344	BS	8.5000	in
2,586.344	CALI	8.5837	in
2,586.344	DEPT	2,586.3444	m
2,586.344	DEPTH_MD	2,586.3445	Not reported / not verified	unit-unreported
2,586.344	DRHO	0.0515	g/cm3
2,586.344	DTC	84.7862	us/ft
2,586.344	DTS	156.2673	us/ft
2,586.344	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,586.344	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,586.344	GR	96.4115	gAPI
2,586.344	NPHI	0.2777	m3/m3
2,586.344	PEF	3.2169	b/e
2,586.344	RDEP	2.3689	ohm.m
2,586.344	RHOB	2.4440	g/cm3
2,586.344	RMED	2.2979	ohm.m
2,586.344	ROP	7.9431	m/h
2,586.344	ROPA	9.2975	Not reported / not verified	unit-unreported
2,586.344	x_loc	525,101.3750	Not reported / not verified	unit-unreported
2,586.344	y_loc	6,760,002.5000	Not reported / not verified	unit-unreported
2,586.344	z_loc	-2,427.1675	Not reported / not verified	unit-unreported

Full source coverage
Curve	Unit	Source measurements	Missing values
BS	in	18,731	57
CALI	in	18,731	10,889
DEPT	m	18,731	0
DEPTH_MD	Not reported / not verified	18,731	164
DRHO	g/cm3	18,731	10,885
DTC	us/ft	18,731	532
DTS	us/ft	18,731	3,479
FORCE_2020_LITHOFACIES_CONFIDENCE	Not reported / not verified	18,731	10,890
FORCE_2020_LITHOFACIES_LITHOLOGY	Not reported / not verified	18,731	10,891
GR	gAPI	18,731	65
NPHI	m3/m3	18,731	10,896
PEF	b/e	18,731	10,931
RDEP	ohm.m	18,731	164
RHOB	g/cm3	18,731	10,931
RMED	ohm.m	18,731	207
ROP	m/h	18,731	67
ROPA	Not reported / not verified	18,731	51
x_loc	Not reported / not verified	18,731	164
y_loc	Not reported / not verified	18,731	164
z_loc	Not reported / not verified	18,731	164

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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