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
2,121.529	RHOB	Not reported / not verified	g/cm3	source-null-sentinel
2,121.529	RMED	0.6073	ohm.m
2,121.529	ROP	0.8805	m/h
2,121.529	RSHA	0.6049	ohm.m
2,121.529	SP	28.8624	mV
2,121.529	x_loc	450,383.8438	Not reported / not verified	unit-unreported
2,121.529	y_loc	6,406,641.5000	Not reported / not verified	unit-unreported
2,121.529	z_loc	-2,087.4204	Not reported / not verified	unit-unreported
2,165.001	BS	12.2500	in
2,165.001	CALI	13.3304	in
2,165.001	DCAL	1.0804	in
2,165.001	DEPT	2,165.0008	m
2,165.001	DEPTH_MD	2,165.0007	Not reported / not verified	unit-unreported
2,165.001	DRHO	0.0380	g/cm3
2,165.001	DTC	126.0513	us/ft
2,165.001	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,165.001	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,165.001	GR	42.6623	gAPI
2,165.001	MUDWEIGHT	1.5458	Not reported / not verified	unit-unreported
2,165.001	NPHI	0.2356	m3/m3
2,165.001	RDEP	0.6123	ohm.m
2,165.001	RHOB	2.3170	g/cm3
2,165.001	RMED	0.6480	ohm.m
2,165.001	ROP	0.5513	m/h
2,165.001	RSHA	0.6477	ohm.m
2,165.001	SP	29.8148	mV
2,165.001	x_loc	450,383.4688	Not reported / not verified	unit-unreported
2,165.001	y_loc	6,406,641.5000	Not reported / not verified	unit-unreported
2,165.001	z_loc	-2,130.8904	Not reported / not verified	unit-unreported
2,208.321	BS	12.2500	in
2,208.321	CALI	14.0282	in
2,208.321	DCAL	1.7782	in
2,208.321	DEPT	2,208.3208	m
2,208.321	DEPTH_MD	2,208.3208	Not reported / not verified	unit-unreported
2,208.321	DRHO	0.0592	g/cm3
2,208.321	DTC	141.9393	us/ft
2,208.321	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,208.321	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,208.321	GR	48.8103	gAPI
2,208.321	MUDWEIGHT	1.5458	Not reported / not verified	unit-unreported
2,208.321	NPHI	0.3085	m3/m3
2,208.321	RDEP	0.5089	ohm.m
2,208.321	RHOB	2.2966	g/cm3
2,208.321	RMED	0.4916	ohm.m
2,208.321	ROP	0.7957	m/h
2,208.321	RSHA	0.4993	ohm.m
2,208.321	SP	26.1926	mV
2,208.321	x_loc	450,383.0938	Not reported / not verified	unit-unreported
2,208.321	y_loc	6,406,641.5000	Not reported / not verified	unit-unreported
2,208.321	z_loc	-2,174.2087	Not reported / not verified	unit-unreported
2,251.793	BS	12.2500	in
2,251.793	CALI	12.5316	in
2,251.793	DCAL	0.2816	in
2,251.793	DEPT	2,251.7928	m
2,251.793	DEPTH_MD	2,251.7927	Not reported / not verified	unit-unreported
2,251.793	DRHO	0.0071	g/cm3
2,251.793	DTC	85.6889	us/ft
2,251.793	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,251.793	FORCE_2020_LITHOFACIES_LITHOLOGY	70,032.0000	Not reported / not verified	unit-unreported
2,251.793	GR	9.1782	gAPI
2,251.793	MUDWEIGHT	1.5458	Not reported / not verified	unit-unreported
2,251.793	NPHI	0.1662	m3/m3
2,251.793	RDEP	0.5700	ohm.m
2,251.793	RHOB	2.3459	g/cm3
2,251.793	RMED	0.7359	ohm.m
2,251.793	ROP	3.3711	m/h
2,251.793	RSHA	0.7406	ohm.m
2,251.793	SP	8.6745	mV
2,251.793	x_loc	450,382.7500	Not reported / not verified	unit-unreported
2,251.793	y_loc	6,406,641.0000	Not reported / not verified	unit-unreported
2,251.793	z_loc	-2,217.6787	Not reported / not verified	unit-unreported
2,295.113	BS	12.2500	in
2,295.113	CALI	12.5810	in
2,295.113	DCAL	0.3310	in
2,295.113	DEPT	2,295.1128	m
2,295.113	DEPTH_MD	2,295.1128	Not reported / not verified	unit-unreported
2,295.113	DRHO	0.0142	g/cm3
2,295.113	DTC	80.6072	us/ft
2,295.113	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,295.113	FORCE_2020_LITHOFACIES_LITHOLOGY	70,032.0000	Not reported / not verified	unit-unreported
2,295.113	GR	7.5831	gAPI
2,295.113	MUDWEIGHT	1.5458	Not reported / not verified	unit-unreported
2,295.113	NPHI	0.1566	m3/m3
2,295.113	RDEP	0.7291	ohm.m
2,295.113	RHOB	2.4110	g/cm3
2,295.113	RMED	0.9392	ohm.m
2,295.113	ROP	0.4940	m/h
2,295.113	RSHA	0.9380	ohm.m
2,295.113	SP	8.1278	mV
2,295.113	x_loc	450,382.4063	Not reported / not verified	unit-unreported
2,295.113	y_loc	6,406,641.0000	Not reported / not verified	unit-unreported
2,295.113	z_loc	-2,260.9971	Not reported / not verified	unit-unreported
2,338.433	BS	12.2500	in
2,338.433	CALI	14.3125	in
2,338.433	DCAL	2.0625	in
2,338.433	DEPT	2,338.4328	m
2,338.433	DEPTH_MD	2,338.4329	Not reported / not verified	unit-unreported
2,338.433	DRHO	0.0118	g/cm3
2,338.433	DTC	77.8248	us/ft
2,338.433	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported

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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