WELLFICENT / OPEN DATA

Sources, rights and method

Labels, historical features and model output remain separate from the source registry.

Data API ↗Search ↗NDJSON ↓Label and prediction contract ↗

Explore all production series → Full-source selections · independent of atlas filters

Search documents

Document search covers all news and source documents; it does not filter measurements.

Browse measurements

Dataset libraryEntitySource fieldSource fileUnitFromToSource depth · FromSource depth · ToQuality flags

Measurements

2,986 records

Runtime samples are not the complete training dataset. Depth filters use source units; select one dataset first. Date filters include observations whose reported period overlaps the selected range.

CSV ↓NDJSON ↓JSON ↗Well log explorer →

Measurements
Dataset	Entity	Source field	Source file	Observed at	Source depth	Unit	Value	Unit	Quality flags	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-09-27	Not reported / not verified	Not reported / not verified	194.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-09-27	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-10-18	Not reported / not verified	Not reported / not verified	250.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-10-19	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-10-19	Not reported / not verified	Not reported / not verified	133.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-11-09	Not reported / not verified	Not reported / not verified	311.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-11-10	Not reported / not verified	Not reported / not verified	139.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-11-10	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-12-01	Not reported / not verified	Not reported / not verified	189.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-12-02	Not reported / not verified	Not reported / not verified	89.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-12-03	Not reported / not verified	Not reported / not verified	Not reported / not verified	0.1 mm (GHCN-D source integer)	measurementFlag:T, sourceFlag:W, trace_amount_value_retained_in_rawRecord	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-12-23	Not reported / not verified	Not reported / not verified	144.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-12-24	Not reported / not verified	Not reported / not verified	89.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2019-12-25	Not reported / not verified	Not reported / not verified	Not reported / not verified	0.1 mm (GHCN-D source integer)	measurementFlag:T, sourceFlag:W, trace_amount_value_retained_in_rawRecord	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-01-14	Not reported / not verified	Not reported / not verified	178.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-01-15	Not reported / not verified	Not reported / not verified	56.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-01-16	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-02-05	Not reported / not verified	Not reported / not verified	167.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-02-06	Not reported / not verified	Not reported / not verified	50.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-02-07	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-02-27	Not reported / not verified	Not reported / not verified	300.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-02-28	Not reported / not verified	Not reported / not verified	122.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-02-29	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-03-22	Not reported / not verified	Not reported / not verified	206.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-03-23	Not reported / not verified	Not reported / not verified	106.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-03-24	Not reported / not verified	Not reported / not verified	Not reported / not verified	0.1 mm (GHCN-D source integer)	measurementFlag:T, sourceFlag:W, trace_amount_value_retained_in_rawRecord	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-04-13	Not reported / not verified	Not reported / not verified	167.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-04-14	Not reported / not verified	Not reported / not verified	133.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-04-15	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-05-05	Not reported / not verified	Not reported / not verified	306.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-05-06	Not reported / not verified	Not reported / not verified	161.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-05-07	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-05-27	Not reported / not verified	Not reported / not verified	300.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-05-28	Not reported / not verified	Not reported / not verified	172.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-05-29	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-06-18	Not reported / not verified	Not reported / not verified	222.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-06-19	Not reported / not verified	Not reported / not verified	172.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-06-20	Not reported / not verified	Not reported / not verified	0.0000	0.1 mm (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-07-10	Not reported / not verified	Not reported / not verified	311.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	2020-07-11	Not reported / not verified	Not reported / not verified	206.0000	0.1 °C (GHCN-D source integer)	sourceFlag:W	Source	Exact record

NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025

Source: NOAA National Centers for Environmental Information (NCEI), Global Historical Climatology Network Daily (GHCN-Daily).

Bounded deterministic subset of at most 20 contiguous-US stations selected nearest a fixed set of broad regional targets among stations whose inventory spans 2016–2025 for PRCP/TMAX/TMIN; not source-wide coverage. Rows are daily station observations and climate covariates, not well, groundwater, precipitation-at-well, or recharge measurements; no well matching or spatial equivalence is asserted. Native integer values and NOAA element units are retained without conversion: PRCP is tenths of mm; TMAX/TMIN are tenths of degrees Celsius. Missing sentinel -9999 is null with provenance; PRCP measurement flag T is null rather than treated as zero. Quality, measurement, and source flags are retained verbatim as flags and raw records; no quality-flag filtering is applied. Station metadata provides latitude, longitude, and elevation in metres (-999.9 means missing); parsed coordinates are not reprojected and CRS datum is not asserted. Daily source date is retained without asserting a timezone or observation boundary. Historical availableAt is unknown. Retrieval time records this acquisition, not when each historical observation became available; source archive may change. GHCN-D combines multiple source networks and QA-reviewed records; daily dates may follow local/source reporting conventions, not a globally synchronized day. Source documentation disclaims accuracy/reliability/completeness warranties; use requires independent suitability review.

Reuse terms

Source documents ↗

JSON ↗

FORCE 2020 · LAS ↗

118 Well · 7,552 records

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.

Runtime sample is for browsing. Full source-row normalized training data must use external importer output.

Data gaps and limitations

Unknown units remain unknown. Undated depth logs are not automatically defective records.

JSON ↗

Data gaps and limitations
Dataset library	Runtime records	Source documents	Missing values	Reported values without a unit	Records without an observation date
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025	2,986	1	51	0	0

Data coverage

Counts describe source samples, not unique physical wells.

JSON ↗

NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025 · 2,986

Reported values: 2,935 · Missing values: 51 · Flagged values: 2,986

Channel preview is limited to 50 entries; use filters to access all records.

Data coverage
Entity	Source field	Source file	Unit	Source depth · Unit	records
USC00052223	PRCP	raw/station-USC00052223-8dcfbaa8a80737a8.bin	0.1 mm (GHCN-D source integer)	Not reported / not verified	165
USC00052223	TMAX	raw/station-USC00052223-8dcfbaa8a80737a8.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	164
USC00052223	TMIN	raw/station-USC00052223-8dcfbaa8a80737a8.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	164
USW00003131	PRCP	raw/station-USW00003131-acf5f069d0dcd07e.bin	0.1 mm (GHCN-D source integer)	Not reported / not verified	167
USW00003131	TMAX	raw/station-USW00003131-acf5f069d0dcd07e.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	166
USW00003131	TMIN	raw/station-USW00003131-acf5f069d0dcd07e.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	167
USW00023272	PRCP	raw/station-USW00023272-fdd87b39420322ff.bin	0.1 mm (GHCN-D source integer)	Not reported / not verified	166
USW00023272	TMAX	raw/station-USW00023272-fdd87b39420322ff.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	165
USW00023272	TMIN	raw/station-USW00023272-fdd87b39420322ff.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	165
USW00024234	PRCP	raw/station-USW00024234-c8f6a3bbe0ae3249.bin	0.1 mm (GHCN-D source integer)	Not reported / not verified	165
USW00024234	TMAX	raw/station-USW00024234-c8f6a3bbe0ae3249.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	165
USW00024234	TMIN	raw/station-USW00024234-c8f6a3bbe0ae3249.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	165
USW00053123	PRCP	raw/station-USW00053123-ebffbe17fbc37f80.bin	0.1 mm (GHCN-D source integer)	Not reported / not verified	167
USW00053123	TMAX	raw/station-USW00053123-ebffbe17fbc37f80.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	167
USW00053123	TMIN	raw/station-USW00053123-ebffbe17fbc37f80.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	167
USW00093134	PRCP	raw/station-USW00093134-d1dd51eaeb17add3.bin	0.1 mm (GHCN-D source integer)	Not reported / not verified	167
USW00093134	TMAX	raw/station-USW00093134-d1dd51eaeb17add3.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	167
USW00093134	TMIN	raw/station-USW00093134-d1dd51eaeb17add3.bin	0.1 °C (GHCN-D source integer)	Not reported / not verified	167

Actual source first/last and every Nth row per entity/channel/unit/pass; no interpolation or replacement of nulls.

Dataset library

Browse all datasets →

NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025 ↗

Source: NOAA National Centers for Environmental Information (NCEI), Global Historical Climatology Network Daily (GHCN-Daily).

Source: noaa-ghcn-d-us-daily-climate-covariates-r4 ↗

imported · NOAA/NCEI public-domain notice for government information, subject to annotated copyright and third-party exclusions. This is a US-location GHCN-Daily subset; preserve constituent source flags and the documented WMO/non-US restrictions.

Source: NOAA National Centers for Environmental Information (NCEI), Global Historical Climatology Network Daily (GHCN-Daily).

Reuse terms ↗

Beyond the wellhead, context.

A source-linked view of wells, energy and markets in seven languages.

Follow via RSS ↗