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

25/6-1

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
2,402.368	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,402.368	GR	77.0388	gAPI
2,402.368	MUDWEIGHT	0.1498	Not reported / not verified	unit-unreported
2,402.368	NPHI	0.3030	m3/m3
2,402.368	RDEP	2.6945	ohm.m
2,402.368	RHOB	2.4780	g/cm3
2,402.368	RMED	2.4104	ohm.m
2,402.368	ROP	11.9866	m/h
2,402.368	RSHA	2.8473	ohm.m
2,402.368	SP	156.4688	mV
2,402.368	x_loc	488,709.7188	Not reported / not verified	unit-unreported
2,402.368	y_loc	6,598,746.0000	Not reported / not verified	unit-unreported
2,402.368	z_loc	-2,376.2600	Not reported / not verified	unit-unreported
2,445.840	BS	12.2500	in
2,445.840	CALI	13.1266	in
2,445.840	DCAL	0.8766	in
2,445.840	DEPT	2,445.8400	m
2,445.840	DEPTH_MD	2,445.8401	Not reported / not verified	unit-unreported
2,445.840	DRHO	0.0322	g/cm3
2,445.840	DTC	81.7232	us/ft
2,445.840	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,445.840	FORCE_2020_LITHOFACIES_LITHOLOGY	65,030.0000	Not reported / not verified	unit-unreported
2,445.840	GR	65.0578	gAPI
2,445.840	MUDWEIGHT	0.1498	Not reported / not verified	unit-unreported
2,445.840	NPHI	0.3421	m3/m3
2,445.840	RDEP	3.5986	ohm.m
2,445.840	RHOB	2.5120	g/cm3
2,445.840	RMED	2.9794	ohm.m
2,445.840	ROP	18.5499	m/h
2,445.840	RSHA	4.0565	ohm.m
2,445.840	SP	147.3514	mV
2,445.840	x_loc	488,709.5000	Not reported / not verified	unit-unreported
2,445.840	y_loc	6,598,746.0000	Not reported / not verified	unit-unreported
2,445.840	z_loc	-2,419.7310	Not reported / not verified	unit-unreported
2,489.312	BS	12.2500	in
2,489.312	CALI	12.1265	in
2,489.312	DCAL	-0.1235	in
2,489.312	DEPT	2,489.3120	m
2,489.312	DEPTH_MD	2,489.3120	Not reported / not verified	unit-unreported
2,489.312	DRHO	-0.0165	g/cm3
2,489.312	DTC	92.0526	us/ft
2,489.312	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,489.312	FORCE_2020_LITHOFACIES_LITHOLOGY	30,000.0000	Not reported / not verified	unit-unreported
2,489.312	GR	47.8186	gAPI
2,489.312	MUDWEIGHT	0.1498	Not reported / not verified	unit-unreported
2,489.312	NPHI	0.2581	m3/m3
2,489.312	RDEP	0.8145	ohm.m
2,489.312	RHOB	2.3059	g/cm3
2,489.312	RMED	0.9090	ohm.m
2,489.312	ROP	3.1027	m/h
2,489.312	RSHA	1.6591	ohm.m
2,489.312	SP	133.8777	mV
2,489.312	x_loc	488,709.4063	Not reported / not verified	unit-unreported
2,489.312	y_loc	6,598,746.5000	Not reported / not verified	unit-unreported
2,489.312	z_loc	-2,463.2009	Not reported / not verified	unit-unreported
2,532.784	BS	12.2500	in
2,532.784	CALI	13.0431	in
2,532.784	DCAL	0.7931	in
2,532.784	DEPT	2,532.7840	m
2,532.784	DEPTH_MD	2,532.7839	Not reported / not verified	unit-unreported
2,532.784	DRHO	0.1520	g/cm3
2,532.784	DTC	93.8822	us/ft
2,532.784	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,532.784	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,532.784	GR	69.9640	gAPI
2,532.784	MUDWEIGHT	0.1498	Not reported / not verified	unit-unreported
2,532.784	NPHI	0.3552	m3/m3
2,532.784	RDEP	1.4370	ohm.m
2,532.784	RHOB	2.2356	g/cm3
2,532.784	RMED	1.3876	ohm.m
2,532.784	ROP	14.9642	m/h
2,532.784	RSHA	1.6001	ohm.m
2,532.784	SP	174.8599	mV
2,532.784	x_loc	488,709.2813	Not reported / not verified	unit-unreported
2,532.784	y_loc	6,598,747.0000	Not reported / not verified	unit-unreported
2,532.784	z_loc	-2,506.6702	Not reported / not verified	unit-unreported
2,576.256	BS	12.2500	in
2,576.256	CALI	13.3424	in
2,576.256	DCAL	1.0924	in
2,576.256	DEPT	2,576.2560	m
2,576.256	DEPTH_MD	2,576.2561	Not reported / not verified	unit-unreported
2,576.256	DRHO	0.0932	g/cm3
2,576.256	DTC	90.7820	us/ft
2,576.256	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,576.256	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,576.256	GR	78.4161	gAPI
2,576.256	MUDWEIGHT	0.1498	Not reported / not verified	unit-unreported
2,576.256	NPHI	0.2947	m3/m3
2,576.256	RDEP	1.6298	ohm.m
2,576.256	RHOB	2.4208	g/cm3
2,576.256	RMED	1.5765	ohm.m
2,576.256	ROP	30.3673	m/h
2,576.256	RSHA	1.6024	ohm.m
2,576.256	SP	180.3366	mV
2,576.256	x_loc	488,709.1250	Not reported / not verified	unit-unreported
2,576.256	y_loc	6,598,747.5000	Not reported / not verified	unit-unreported
2,576.256	z_loc	-2,550.1382	Not reported / not verified	unit-unreported
2,619.880	BS	12.2500	in
2,619.880	CALI	12.8232	in
2,619.880	DCAL	0.5732	in

Full source coverage
Curve	Unit	Source measurements	Missing values
BS	in	18,033	961
CALI	in	18,033	659
DCAL	in	18,033	659
DEPT	m	18,033	0
DEPTH_MD	Not reported / not verified	18,033	827
DRHO	g/cm3	18,033	657
DTC	us/ft	18,033	1,196
FORCE_2020_LITHOFACIES_CONFIDENCE	Not reported / not verified	18,033	11,826
FORCE_2020_LITHOFACIES_LITHOLOGY	Not reported / not verified	18,033	11,824
GR	gAPI	18,033	145
MUDWEIGHT	Not reported / not verified	18,033	849
NPHI	m3/m3	18,033	13,458
RDEP	ohm.m	18,033	899
RHOB	g/cm3	18,033	865
RMED	ohm.m	18,033	810
ROP	m/h	18,033	101
RSHA	ohm.m	18,033	657
SP	mV	18,033	674
x_loc	Not reported / not verified	18,033	827
y_loc	Not reported / not verified	18,033	827
z_loc	Not reported / not verified	18,033	827

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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