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WELL & ENERGY INTELLIGENCE
WELLFICENT / OPEN DATA

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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.

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Measurements
DatasetEntitySource fieldSource fileObserved atSource depthUnitValueUnitQuality flagsSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-07-08Not reported / not verifiedNot reported / not verified0.00000.1 mm (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-07-08Not reported / not verifiedNot reported / not verified300.00000.1 °C (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-07-30Not reported / not verifiedNot reported / not verified0.00000.1 mm (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-07-30Not reported / not verifiedNot reported / not verified289.00000.1 °C (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-07-30Not reported / not verifiedNot reported / not verified156.00000.1 °C (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-08-21Not reported / not verifiedNot reported / not verified0.00000.1 mm (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-08-21Not reported / not verifiedNot reported / not verified350.00000.1 °C (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-08-21Not reported / not verifiedNot reported / not verified194.00000.1 °C (GHCN-D source integer)sourceFlag:WSourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-09-12Not reported / not verifiedNot reported / not verified267.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-09-12Not reported / not verifiedNot reported / not verified167.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-09-12Not reported / not verifiedNot reported / not verified0.00000.1 mm (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-10-04Not reported / not verifiedNot reported / not verified0.00000.1 mm (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-10-04Not reported / not verifiedNot reported / not verified144.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-10-04Not reported / not verifiedNot reported / not verified250.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-10-26Not reported / not verifiedNot reported / not verified133.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-10-26Not reported / not verifiedNot reported / not verified0.00000.1 mm (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-10-26Not reported / not verifiedNot reported / not verified222.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-11-17Not reported / not verifiedNot reported / not verified188.00000.1 mm (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-11-17Not reported / not verifiedNot reported / not verified100.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-11-17Not reported / not verifiedNot reported / not verified178.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-12-09Not reported / not verifiedNot reported / not verified139.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-12-09Not reported / not verifiedNot reported / not verified0.00000.1 mm (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-12-09Not reported / not verifiedNot reported / not verified289.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin2025-12-31Not reported / not verifiedNot reported / not verified128.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin2025-12-31Not reported / not verifiedNot reported / not verified200.00000.1 °C (GHCN-D source integer)sourceFlag:1SourceExact record
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–2025USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin2025-12-31Not reported / not verifiedNot reported / not verified109.00000.1 mm (GHCN-D source integer)sourceFlag:1SourceExact 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.

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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.

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Data gaps and limitations
Dataset libraryRuntime recordsSource documentsMissing valuesReported values without a unitRecords without an observation date
NOAA GHCN-Daily US station daily climate covariates, bounded subset 2016–20252,98615100

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
EntitySource fieldSource fileUnitSource depth · Unitrecords
USC00052223PRCPraw/station-USC00052223-8dcfbaa8a80737a8.bin0.1 mm (GHCN-D source integer)Not reported / not verified165
USC00052223TMAXraw/station-USC00052223-8dcfbaa8a80737a8.bin0.1 °C (GHCN-D source integer)Not reported / not verified164
USC00052223TMINraw/station-USC00052223-8dcfbaa8a80737a8.bin0.1 °C (GHCN-D source integer)Not reported / not verified164
USW00003131PRCPraw/station-USW00003131-acf5f069d0dcd07e.bin0.1 mm (GHCN-D source integer)Not reported / not verified167
USW00003131TMAXraw/station-USW00003131-acf5f069d0dcd07e.bin0.1 °C (GHCN-D source integer)Not reported / not verified166
USW00003131TMINraw/station-USW00003131-acf5f069d0dcd07e.bin0.1 °C (GHCN-D source integer)Not reported / not verified167
USW00023272PRCPraw/station-USW00023272-fdd87b39420322ff.bin0.1 mm (GHCN-D source integer)Not reported / not verified166
USW00023272TMAXraw/station-USW00023272-fdd87b39420322ff.bin0.1 °C (GHCN-D source integer)Not reported / not verified165
USW00023272TMINraw/station-USW00023272-fdd87b39420322ff.bin0.1 °C (GHCN-D source integer)Not reported / not verified165
USW00024234PRCPraw/station-USW00024234-c8f6a3bbe0ae3249.bin0.1 mm (GHCN-D source integer)Not reported / not verified165
USW00024234TMAXraw/station-USW00024234-c8f6a3bbe0ae3249.bin0.1 °C (GHCN-D source integer)Not reported / not verified165
USW00024234TMINraw/station-USW00024234-c8f6a3bbe0ae3249.bin0.1 °C (GHCN-D source integer)Not reported / not verified165
USW00053123PRCPraw/station-USW00053123-ebffbe17fbc37f80.bin0.1 mm (GHCN-D source integer)Not reported / not verified167
USW00053123TMAXraw/station-USW00053123-ebffbe17fbc37f80.bin0.1 °C (GHCN-D source integer)Not reported / not verified167
USW00053123TMINraw/station-USW00053123-ebffbe17fbc37f80.bin0.1 °C (GHCN-D source integer)Not reported / not verified167
USW00093134PRCPraw/station-USW00093134-d1dd51eaeb17add3.bin0.1 mm (GHCN-D source integer)Not reported / not verified167
USW00093134TMAXraw/station-USW00093134-d1dd51eaeb17add3.bin0.1 °C (GHCN-D source integer)Not reported / not verified167
USW00093134TMINraw/station-USW00093134-d1dd51eaeb17add3.bin0.1 °C (GHCN-D source integer)Not reported / not verified167

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.

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

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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.

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).

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