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
2,619.880	DEPT	2,619.8800	m
2,619.880	DEPTH_MD	2,619.8799	Not reported / not verified	unit-unreported
2,619.880	DRHO	0.0257	g/cm3
2,619.880	DTC	78.3460	us/ft
2,619.880	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,619.880	FORCE_2020_LITHOFACIES_LITHOLOGY	65,030.0000	Not reported / not verified	unit-unreported
2,619.880	GR	67.7187	gAPI
2,619.880	MUDWEIGHT	0.1318	Not reported / not verified	unit-unreported
2,619.880	NPHI	0.1892	m3/m3
2,619.880	RDEP	3.5934	ohm.m
2,619.880	RHOB	2.4983	g/cm3
2,619.880	RMED	3.2953	ohm.m
2,619.880	ROP	8.2383	m/h
2,619.880	RSHA	3.2705	ohm.m
2,619.880	SP	180.8552	mV
2,619.880	x_loc	488,709.0625	Not reported / not verified	unit-unreported
2,619.880	y_loc	6,598,748.0000	Not reported / not verified	unit-unreported
2,619.880	z_loc	-2,593.7581	Not reported / not verified	unit-unreported
2,663.352	BS	12.2500	in
2,663.352	CALI	12.8496	in
2,663.352	DCAL	0.5996	in
2,663.352	DEPT	2,663.3520	m
2,663.352	DEPTH_MD	2,663.3521	Not reported / not verified	unit-unreported
2,663.352	DRHO	-0.0215	g/cm3
2,663.352	DTC	91.1449	us/ft
2,663.352	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,663.352	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,663.352	GR	75.3729	gAPI
2,663.352	MUDWEIGHT	0.1318	Not reported / not verified	unit-unreported
2,663.352	NPHI	0.2803	m3/m3
2,663.352	RDEP	2.2240	ohm.m
2,663.352	RHOB	2.4611	g/cm3
2,663.352	RMED	2.3185	ohm.m
2,663.352	ROP	7.8734	m/h
2,663.352	RSHA	2.2571	ohm.m
2,663.352	SP	190.2565	mV
2,663.352	x_loc	488,709.1875	Not reported / not verified	unit-unreported
2,663.352	y_loc	6,598,748.5000	Not reported / not verified	unit-unreported
2,663.352	z_loc	-2,637.2283	Not reported / not verified	unit-unreported
2,706.824	BS	12.2500	in
2,706.824	CALI	12.7652	in
2,706.824	DCAL	0.5152	in
2,706.824	DEPT	2,706.8240	m
2,706.824	DEPTH_MD	2,706.8240	Not reported / not verified	unit-unreported
2,706.824	DRHO	-0.0413	g/cm3
2,706.824	DTC	77.9551	us/ft
2,706.824	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,706.824	FORCE_2020_LITHOFACIES_LITHOLOGY	30,000.0000	Not reported / not verified	unit-unreported
2,706.824	GR	60.6205	gAPI
2,706.824	MUDWEIGHT	0.1330	Not reported / not verified	unit-unreported
2,706.824	NPHI	0.1546	m3/m3
2,706.824	RDEP	4.0332	ohm.m
2,706.824	RHOB	2.4105	g/cm3
2,706.824	RMED	3.5238	ohm.m
2,706.824	ROP	5.9497	m/h
2,706.824	RSHA	3.5073	ohm.m
2,706.824	SP	184.7765	mV
2,706.824	x_loc	488,709.1875	Not reported / not verified	unit-unreported
2,706.824	y_loc	6,598,748.5000	Not reported / not verified	unit-unreported
2,706.824	z_loc	-2,680.6995	Not reported / not verified	unit-unreported
2,750.296	BS	12.2500	in
2,750.296	CALI	12.8234	in
2,750.296	DCAL	0.5734	in
2,750.296	DEPT	2,750.2960	m
2,750.296	DEPTH_MD	2,750.2959	Not reported / not verified	unit-unreported
2,750.296	DRHO	0.0032	g/cm3
2,750.296	DTC	85.6294	us/ft
2,750.296	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,750.296	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,750.296	GR	85.0186	gAPI
2,750.296	MUDWEIGHT	0.1330	Not reported / not verified	unit-unreported
2,750.296	NPHI	0.2400	m3/m3
2,750.296	RDEP	2.4738	ohm.m
2,750.296	RHOB	2.5238	g/cm3
2,750.296	RMED	2.5275	ohm.m
2,750.296	ROP	11.0440	m/h
2,750.296	RSHA	2.7330	ohm.m
2,750.296	SP	189.9251	mV
2,750.296	x_loc	488,709.1250	Not reported / not verified	unit-unreported
2,750.296	y_loc	6,598,748.5000	Not reported / not verified	unit-unreported
2,750.296	z_loc	-2,724.1709	Not reported / not verified	unit-unreported
2,793.920	BS	12.2500	in
2,793.920	CALI	12.8710	in
2,793.920	DCAL	0.6210	in
2,793.920	DEPT	2,793.9200	m
2,793.920	DEPTH_MD	2,793.9199	Not reported / not verified	unit-unreported
2,793.920	DRHO	-0.0521	g/cm3
2,793.920	DTC	85.5829	us/ft
2,793.920	FORCE_2020_LITHOFACIES_CONFIDENCE	1.0000	Not reported / not verified	unit-unreported
2,793.920	FORCE_2020_LITHOFACIES_LITHOLOGY	65,000.0000	Not reported / not verified	unit-unreported
2,793.920	GR	95.1488	gAPI
2,793.920	MUDWEIGHT	0.1330	Not reported / not verified	unit-unreported
2,793.920	NPHI	0.2480	m3/m3
2,793.920	RDEP	2.7324	ohm.m
2,793.920	RHOB	2.4985	g/cm3
2,793.920	RMED	2.7085	ohm.m
2,793.920	ROP	13.7882	m/h
2,793.920	RSHA	2.9954	ohm.m
2,793.920	SP	194.6666	mV
2,793.920	x_loc	488,709.1250	Not reported / not verified	unit-unreported

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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