{"editionSha256":"b629104615eded4287c85ef2994c7dc5d2469c0a5c21f00a01d82779613b39a6","scope":"Research runtime cells and catalogue resources only; not a global inventory of every available well dataset or a model-readiness certification.","datasets":[{"id":"ea-groundwater-kingston-russell-sep2026","title":"Environment Agency · Kingston Russell groundwater level readings","kind":"measurements","records":2784,"missingValues":0,"reportedWithoutUnit":0,"withoutObservationDate":0,"sourceEntities":1,"documentRecords":1,"sourceCells":2784,"runtimeSubset":false,"sampling":{"completeCollectedRows":2784,"method":"Actual source first/last and every Nth row per entity/channel/unit/pass; no interpolation or replacement of nulls.","runtimeRows":2784,"scope":"Complete collected subset is external; source-wide completeness is not implied.","stride":1},"rights":{"attribution":"this uses Environment Agency flood and river level data from the real-time data API (Beta)","commercialUseAllowed":true,"license":"Open Government Licence v3.0","licenseUrl":"https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/","mlTraining":"permitted_by_stated_terms","notes":"Environment Agency real-time data API (Beta). Attribution is retained as supplied for the API. Normalized source records retain their source identifiers and payloads."},"limitations":"This is the 2,784 source readings returned for one Environment Agency groundwater station; the requested September 1 start was clipped by source retention to September 6. It is not a source-wide coverage claim. Acquisition time is not historical availability. Station IDs do not identify physical wells. Values are groundwater level relative to mAOD, not pumping or flood labels. No forecast or model performance is claimed.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=ea-groundwater-kingston-russell-sep2026","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"equinor-volve-blocking-logs","title":"Volve · processed BLOCKING log subset (Equinor)","kind":"measurements","records":4643,"missingValues":1760,"reportedWithoutUnit":1228,"withoutObservationDate":4643,"sourceEntities":18,"documentRecords":1,"sourceCells":772207,"runtimeSubset":true,"sampling":{"method":"First/last depth row and every 180th row per BLOCKING source record; categorical codes and nulls retained."},"rights":{"attribution":"Credit Equinor and former Volve licence partners (ExxonMobil Exploration & Production Norway AS and Bayerngas Norge AS), link the terms, and include copyright notice if applicable.","commercialUseAllowed":true,"license":"Equinor Open Data Licence / Terms and Conditions for Licence to Data – Volve","licenseUrl":"https://www.equinor.com/content/dam/statoil/documents/what-we-do/Equinor-HRS-Terms-and-conditions-for-licence-to-data-Volve.pdf","notes":"The licence grants worldwide, royalty-free, non-exclusive, irrevocable, non-sublicensable use for commercial and non-commercial purposes, including adapted material. It prohibits sale of Licensed Material; adapted material cannot be shared under terms that block compliance; do not mislead, distort or imply endorsement. The terms cover all data whether or not copyright-protected and are accepted by download/use; Equinor may stop distribution or change terms. The licence expressly describes enabling students to train on real data. This import changes representation and samples runtime rows. Repository software licence is not substituted for Volve data terms."},"limitations":"Equinor-published Volve BLOCKING example subset: processed/interpreted curves, not raw sensor logs or the complete Volve archive. Source identifiers include sidetracks and are not automatically matched to registry wells. Missing units, depth datum and observation times remain unknown. Discrete codes are categories, not continuous measurements. Runtime retains first/last and every 180th depth row; no interpolation. Full source cells are retained in a separate external normalized snapshot.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=equinor-volve-blocking-logs","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"gdr-1330-78b32-measuring-tool-las-zip","title":"FORGE Well 78B-32 Measuring Tool Logs.zip","kind":"measurements","records":1760,"missingValues":2,"reportedWithoutUnit":0,"withoutObservationDate":1760,"sourceEntities":1,"documentRecords":1,"sourceCells":307307,"runtimeSubset":true,"sampling":{"fullSnapshotAvailableOutsideDeployment":true,"method":"source depth rows every 180 samples, plus first/last and depth-gap transition rows","selectionUsesAggregates":false},"rights":{"attribution":"McLennan, John (2021), Utah FORGE: Well 78B-32 Daily Drilling Reports and Logs, Energy and Geoscience Institute at the University of Utah, Geothermal Data Repository, DOI 10.15121/1814488.","commercialUseAllowed":true,"license":"CC BY 4.0 as displayed on the GDR submission page","licenseUrl":"https://creativecommons.org/licenses/by/4.0/","llmTraining":"CC BY 4.0 applies to covered files; no separate LLM-specific wording, model/embedding status is not assessed","mlTraining":"permitted_by_stated_terms","notes":"The GDR submission displays CC BY 4.0 for these selected LAS files. Inspected headers identify Schlumberger origin but contain no explicit copyright/proprietary exclusion; retain vendor provenance and do not imply endorsement.","rightsReview":"GDR submission displays CC BY 4.0. Selected LAS headers identify Schlumberger origin but contain no explicit copyright/proprietary exclusion; preserve vendor-origin caveat and attribution, do not imply endorsement."},"limitations":"Selected LAS files only; the 22-file, 11.89 GB parent submission was not bulk-imported. Source well, vendor, depth and curve units, null sentinel, log date and repeated-run provenance are preserved. Schlumberger headers have no explicit proprietary exclusion in these selected files; GDR CC BY 4.0 and attribution apply. No depth-datum or coordinate conversion, averaging or interpolation.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=gdr-1330-78b32-measuring-tool-las-zip","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"gdr-1330-78b32-porosity-resistivity-las-zip","title":"FORGE Well 78B-32 Porosity and Resistivity Logs.zip","kind":"measurements","records":3400,"missingValues":102,"reportedWithoutUnit":132,"withoutObservationDate":3400,"sourceEntities":1,"documentRecords":1,"sourceCells":579350,"runtimeSubset":true,"sampling":{"fullSnapshotAvailableOutsideDeployment":true,"method":"source depth rows every 180 samples, plus first/last and depth-gap transition rows","selectionUsesAggregates":false},"rights":{"attribution":"McLennan, John (2021), Utah FORGE: Well 78B-32 Daily Drilling Reports and Logs, Energy and Geoscience Institute at the University of Utah, Geothermal Data Repository, DOI 10.15121/1814488.","commercialUseAllowed":true,"license":"CC BY 4.0 as displayed on the GDR submission page","licenseUrl":"https://creativecommons.org/licenses/by/4.0/","llmTraining":"CC BY 4.0 applies to covered files; no separate LLM-specific wording, model/embedding status is not assessed","mlTraining":"permitted_by_stated_terms","notes":"The GDR submission displays CC BY 4.0 for these selected LAS files. Inspected headers identify Schlumberger origin but contain no explicit copyright/proprietary exclusion; retain vendor provenance and do not imply endorsement.","rightsReview":"GDR submission displays CC BY 4.0. Selected LAS headers identify Schlumberger origin but contain no explicit copyright/proprietary exclusion; preserve vendor-origin caveat and attribution, do not imply endorsement."},"limitations":"Selected LAS files only; the 22-file, 11.89 GB parent submission was not bulk-imported. Source well, vendor, depth and curve units, null sentinel, log date and repeated-run provenance are preserved. Schlumberger headers have no explicit proprietary exclusion in these selected files; GDR CC BY 4.0 and attribution apply. No depth-datum or coordinate conversion, averaging or interpolation.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=gdr-1330-78b32-porosity-resistivity-las-zip","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"gdr-utah-forge-shutin-pressure-1764","title":"Utah FORGE shut-in wellhead pressure data for wells 16A(78)-32 and 16B(78)-32","kind":"measurements","records":47034,"missingValues":21070,"reportedWithoutUnit":0,"withoutObservationDate":0,"sourceEntities":2,"documentRecords":1,"sourceCells":1409190,"runtimeSubset":true,"sampling":{"fullSnapshotAvailableOutsideDeployment":true,"method":"every 30th source timestamp row plus first, last, and gap-transition rows","selectionUsesAggregates":false},"rights":{"attribution":"McLennan, John (2025), Utah FORGE: Shut-in Wellhead Pressure Data for Wells 16A(78)-32 and 16B(78)-32, Energy and Geoscience Institute at the University of Utah, Geothermal Data Repository, https://gdr.openei.org/submissions/1764.","commercialUseAllowed":true,"license":"CC BY 4.0 as displayed on the GDR submission page","licenseUrl":"https://creativecommons.org/licenses/by/4.0/","llmTraining":"Use for LLM training is not specifically described; general CC BY permissions apply to covered data, while model/embedding outputs remain unreviewed.","mlTraining":"permitted_by_stated_terms","notes":"Link to CC BY 4.0, indicate changes, do not imply University/DOE endorsement. Verify any third-party component rights from included documentation before redistribution.","rightsReview":"Link to CC BY 4.0, indicate changes, do not imply University/DOE endorsement. Verify any third-party component rights from included documentation before redistribution."},"limitations":"Discontinuous wellhead-pressure windows, not downhole/reservoir pressure. Units PSI; source timezone is unreported. Literal -999.25 sentinels are NULL with quality flags and original source values preserved. Gaps and original timestamps retained; no interpolation or reconstructed history.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=gdr-utah-forge-shutin-pressure-1764","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"kgs-kansas-digital-dst-sample","title":"Kansas · selected digital drill stem test measurements","kind":"measurements","records":72,"missingValues":6,"reportedWithoutUnit":0,"withoutObservationDate":0,"sourceEntities":3,"documentRecords":1,"sourceCells":72,"runtimeSubset":false,"sampling":{"method":"All eight source CSV test rows, retaining source-null temperature and pressure channels. Detail summary cells are imported only from blocks uniquely matched by KID, test number, date and time."},"rights":{"attribution":"The source of this material is the Kansas Geological Survey website at http://www.kgs.ku.edu/. All Rights Reserved.","commercialUseAllowed":true,"license":"Kansas Geological Survey website terms (attribution and copyright notice required)","licenseUrl":"https://www.kgs.ku.edu/General/copyright.html","notes":"KGS permits use, copying, publication, adaptation and redistribution without fee. Preserve the copyright notice and required attribution; do not falsely claim rights or imply KGS endorsement. KGS retains broad rights to its original material and provides digital data as-is. Linked third-party material is not covered automatically."},"limitations":"A bounded sample of eight TestDataSave rows for three source KIDs, not a statewide or complete KGS DST collection. KGS KID/API identifiers are source identifiers, not independently resolved physical-well identities. Bottom-hole temperature comes from CSV rows with explicit DEG F. Pressure summary cells come only from detail-page blocks uniquely matched by KID, test number, date, and time; the page labels PSI and the matched CSV declares PSIg. CSV depth values have no unit field and remain raw metadata only. Source date and time fields are kept separately; observation date has day precision and source time has no documented timezone. Linked vendor PDF is archive-only and excluded from normalized content; pressure curves are omitted.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=kgs-kansas-digital-dst-sample","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"kgs-kansas-dst-availability","title":"Kansas · drill stem test availability index","kind":"source-document-index","records":0,"missingValues":0,"reportedWithoutUnit":0,"withoutObservationDate":0,"sourceEntities":0,"documentRecords":28280,"sourceCells":0,"runtimeSubset":false,"sampling":{"method":"All source KID/availability rows; only byte-equivalent repeated records are deduplicated, with original row numbers retained. Source well pages remain external."},"rights":{"attribution":"The source of this material is the Kansas Geological Survey website at http://www.kgs.ku.edu/. All Rights Reserved.","commercialUseAllowed":true,"license":"Kansas Geological Survey website terms (attribution and copyright notice required)","licenseUrl":"https://www.kgs.ku.edu/General/copyright.html","notes":"KGS permits use, copying, publication, adaptation and redistribution without fee. Preserve copyright notices; do not falsely claim rights or imply KGS endorsement. KGS retains rights to its original material; data supplied as-is. Linked third-party material is not covered automatically."},"limitations":"Well-level DIGITAL/SCANNED report availability, not actual DST test measurements or downloaded report contents. Event dates, depths and coordinates in the original index have not been promoted to test observations or verified spatial measurements. No current well status or physical-well cross-source matching is inferred. Both availability kinds for the same KID remain distinct.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=kgs-kansas-dst-availability","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"nlog-fluid-pressure","title":"NLOG · historical selected fluid pressure database","kind":"measurements","records":1274,"missingValues":0,"reportedWithoutUnit":0,"withoutObservationDate":1274,"sourceEntities":560,"documentRecords":1,"sourceCells":1274,"runtimeSubset":false,"sampling":{"method":"All nonblank Pressures_Total rows; pressure only, with depth, raw coordinates, fluid/test type and source reliability."},"rights":{"attribution":"Source: NLOG / TNO Geological Survey of the Netherlands.","commercialUseAllowed":null,"license":"NLOG website reuse terms (attribution required)","licenseUrl":"https://www.nlog.nl/en/disclaimer","notes":"NLOG disclaimer permits copying/distribution/processing with NLOG attribution. Preserve source reliability and remarks; no warranty or endorsement; source-specific third-party rights remain applicable."},"limitations":"Selected pore-fluid pressures underlying overpressure mapping, from activities through 2012. Heterogeneous tests and interpreted values with source reliability/remarks; not current telemetry. Only Pressures_Total imported: stratigraphic sheets overlap and are not double-counted. Depth is TVDSS in m; coordinates remain source UTM31 with datum unverified and are not mapped as WGS84.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=nlog-fluid-pressure","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"nlog-well-monthly-production-2003-2026","title":"NLOG · monthly well production and injection, Netherlands","kind":"measurements","records":13783,"missingValues":6602,"reportedWithoutUnit":7181,"withoutObservationDate":2447,"sourceEntities":1573,"documentRecords":0,"sourceCells":941328,"runtimeSubset":true,"sampling":{"completeCollectedRows":941328,"method":"Actual source first/last and every Nth row per entity/channel/unit/pass; no interpolation or replacement of nulls.","runtimeRows":13783,"scope":"Complete collected subset is external; source-wide completeness is not implied.","stride":157},"rights":{"attribution":"NLOG / TNO Geological Survey of the Netherlands; cite NLOG as the source and state modifications.","commercialUseAllowed":null,"license":"NLOG website disclaimer reuse terms; no separate dataset licence identified","licenseUrl":"https://www.nlog.nl/en/disclaimer","notes":"NLOG states information may be copied, downloaded, disclosed, distributed, processed and edited if NLOG is quoted as source. The disclaimer says NLOG does not claim rights in provided information except its own IP and that third-party hyperlinks/content remain at the user's risk. No blanket third-party rights or ML-training grant is asserted; recheck terms before commercial/training use."},"limitations":"Official NLOG Datacenter well production/injection output, source-supplied wide monthly cells grouped by source well name, field and operator, 2003–2026. The API response has no stable well identifier; the composite source key used for grouping is not a reconciled physical-well identity. A returned zero remains zero; source null remains null; no absent month is filled. Values are per API product and operation, not summed across products. Monthly periods have YYYY-MM precision; future month columns have null observation dates with their source period retained separately. Actual UTC acquisition time is separate from the server Date header and historical availability. Raw JSON does not declare units. UI unit selectors and gas scaling do not authenticate raw response units; normalized units remain unknown pending a matched official data export. Recent months may be provisional or not yet supplied; the provider says monthly data are published after a reporting lag. This is not sensor telemetry or a forecast label.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=nlog-well-monthly-production-2003-2026","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"nsta-ukcs-daily-sample","title":"NSTA · historical UKCS daily well production samples","kind":"measurements","records":65775,"missingValues":28733,"reportedWithoutUnit":0,"withoutObservationDate":0,"sourceEntities":150,"documentRecords":1,"sourceCells":11399930,"runtimeSubset":true,"sampling":{"method":"First/last and every 180th source row in each reviewed CSV, all measurement columns including nulls; full originals retained externally."},"rights":{"attribution":"Contains information provided by the North Sea Transition Authority and/or other third parties.","commercialUseAllowed":false,"license":"NSTA User Agreement (noncommercial)","licenseUrl":"https://www.nstauthority.co.uk/media/u51lhvio/nsta-user-agreeement-june-2023.pdf","notes":"Noncommercial reuse only; preserve attribution. Third-party rights not granted by NSTA remain excluded. No endorsement."},"limitations":"Historical disclosed production, not current telemetry. All 182 index entries collected as 181 unique ZIPs (one shared URL retained once); runtime imports sampled original cells from 150 CSV files. The 31 Excel workbooks are imported separately in nsta-ukcs-daily-workbooks-sample with reviewed per-well scope and units. No daily/monthly aggregation, gap filling, unit conversion or physical-well matching. CSV headers and source units retained; Buchan units are explicit in column names.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=nsta-ukcs-daily-sample","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"nsta-ukcs-daily-workbooks-sample","title":"NSTA · post-cessation daily well production workbooks","kind":"measurements","records":14141,"missingValues":4518,"reportedWithoutUnit":381,"withoutObservationDate":0,"sourceEntities":31,"documentRecords":1,"sourceCells":2459501,"runtimeSubset":true,"sampling":{"method":"First, last, and every 180th dated source row per workbook; all reviewed measurement columns for retained rows. Full originals remain external."},"rights":{"attribution":"Contains information provided by the North Sea Transition Authority and/or other third parties.","commercialUseAllowed":false,"license":"NSTA User Agreement (non-commercial)","licenseUrl":"https://www.nstauthority.co.uk/media/u51lhvio/nsta-user-agreeement-june-2023.pdf","notes":"The NSTA agreement permits copying, distribution, adaptation and non-commercial exploitation with attribution. Third-party rights not granted by NSTA remain excluded; preserve source-specific terms and do not imply NSTA endorsement."},"limitations":"Historical disclosed daily records from 31 per-well post-COP workbooks. Not current telemetry. Only rows and columns explicitly tied to the workbook well are considered. Platform/field totals, unallocated platform streams and inferred values are excluded. Shell/Heron imports only allocated per-well fluid columns and online hours. Banff platform choke and injected-gas density columns are excluded because their well-level scope or units are unclear. Source dates, raw values and units are preserved; no unit conversion, interpolation or deduplication between source files is performed. Some workbooks publish the same quantity in separate unit columns (for example Sm3 and MMSCF); those columns are alternate representations and must not be summed. Identifiers name source wellbores and are not asserted to represent unique physical wells.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=nsta-ukcs-daily-workbooks-sample","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"petrobras-3w-real-operational-subset-v2","title":"Petrobras 3W · real operational events, bounded v2.0.0 subset","kind":"measurements","records":6206,"missingValues":3997,"reportedWithoutUnit":979,"withoutObservationDate":0,"sourceEntities":5,"documentRecords":5,"sourceCells":1306479,"runtimeSubset":true,"sampling":{"completeCollectedRows":1306479,"method":"Actual source first/last and every Nth row per entity/channel/unit/pass; no interpolation or replacement of nulls.","runtimeRows":6206,"scope":"Complete collected subset is external; source-wide completeness is not implied.","stride":218},"rights":{"attribution":"Petrobras / 3W Project, dataset v2.0.0; credit the pinned source instance, source licence and normalization changes. No endorsement.","commercialUseAllowed":true,"license":"CC BY 4.0 for 3W dataset Parquet files","licenseUrl":"https://creativecommons.org/licenses/by/4.0/","mlTraining":"permitted_by_stated_terms","notes":"Repository code is separately Apache 2.0. Dataset attribution applies to covered Parquet source data. Review derived models/outputs separately."},"limitations":"Five deliberately small real instances from five anonymized source-well groups, not the complete or balanced 3W dataset. Simulated/drawn instances are excluded. Naive source clocks have no verified timezone; public observation dates have day precision with exact source clocks in the payload. Source identity is not a reconciled physical well. Label/state roles and codebooks are explicit; exclude target labels from predictors. Provider labels are not predictions, failure onset or universally transferable ground truth. Historical availability, calibration and production model accuracy are not established.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=petrobras-3w-real-operational-subset-v2","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"sodir-casing-lot","title":"SODIR · casing and LOT/FIT summaries","kind":"measurements","records":43705,"missingValues":1891,"reportedWithoutUnit":0,"withoutObservationDate":43705,"sourceEntities":1975,"documentRecords":1,"sourceCells":43705,"runtimeSubset":false,"sampling":{"method":"All returned structured source rows and reviewed numeric fields; object-ID coverage verified across paginated requests."},"rights":{"attribution":"Contains data under the Norwegian licence for Open Government data (NLOD) distributed by the Norwegian Offshore Directorate.","commercialUseAllowed":true,"license":"Norwegian Licence for Open Government Data 2.0","licenseUrl":"https://data.norge.no/nlod/en/2.0","notes":"Structured table reformatted to measurement cells. Third-party reports/images/logs are excluded; no endorsement. Source zeros retained without assuming a missing-value code."},"limitations":"Source test/engineering summaries, not daily production or current well status. Source QC and update dates are not measurement times; observedAt stays null. Source zeros are retained and flagged as unqualified, not changed to missing. Diameter source strings are retained; decimal and fractional inches are parsed exactly, while uninterpreted labels stay null with a flag. No geographic or physical-well matches are inferred.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=sodir-casing-lot","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"sodir-dst-tests","title":"SODIR · drill stem test summaries","kind":"measurements","records":14244,"missingValues":0,"reportedWithoutUnit":1187,"withoutObservationDate":14244,"sourceEntities":506,"documentRecords":1,"sourceCells":14244,"runtimeSubset":false,"sampling":{"method":"All returned structured source rows and reviewed numeric fields; object-ID coverage verified across paginated requests."},"rights":{"attribution":"Contains data under the Norwegian licence for Open Government data (NLOD) distributed by the Norwegian Offshore Directorate.","commercialUseAllowed":true,"license":"Norwegian Licence for Open Government Data 2.0","licenseUrl":"https://data.norge.no/nlod/en/2.0","notes":"Structured table reformatted to measurement cells. Third-party reports/images/logs are excluded; no endorsement. Source zeros retained without assuming a missing-value code."},"limitations":"Source test/engineering summaries, not daily production or current well status. Source QC and update dates are not measurement times; observedAt stays null. Source zeros are retained and flagged as unqualified, not changed to missing. Diameter source strings are retained; decimal and fractional inches are parsed exactly, while uninterpreted labels stay null with a flag. No geographic or physical-well matches are inferred.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=sodir-dst-tests","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"usgs-texas-chemistry-well-construction","title":"USGS · construction and aquifer context for Texas chemistry wells","kind":"measurements","records":4248,"missingValues":505,"reportedWithoutUnit":0,"withoutObservationDate":4248,"sourceEntities":1416,"documentRecords":1416,"sourceCells":4248,"runtimeSubset":false,"sampling":{"completeCollectedRows":4248,"method":"Actual source first/last and every Nth row per entity/channel/unit/pass; no interpolation or replacement of nulls.","runtimeRows":4248,"scope":"Complete collected subset is external; source-wide completeness is not implied.","stride":1},"rights":{"attribution":"U.S. Geological Survey, NWIS records retrieved through the USGS/EPA Water Quality Portal; indicate normalization changes.","commercialUseAllowed":true,"license":"US public domain for USGS-authored data","licenseUrl":"https://www.usgs.gov/faqs/are-usgs-reportspublications-copyrighted","llmTraining":"USGS data public-domain basis applies to covered source data; third-party works are not automatically included.","mlTraining":"permitted_by_stated_terms","notes":"Only NWIS records belonging to USGS organizations are included. Source quality, analytical methods, censoring and datum context remain attached; no USGS endorsement."},"limitations":"Only source stations matching the collected chemistry records are normalized; the complete downloaded Texas station CSV remains external. Well/hole depths and site elevation are distinct; source units, horizontal datum, vertical datum, aquifer, well type and source construction-date text are preserved. A construction date is not a depth measurement date or historical availability; unknown observation dates stay null. NAD83 is not asserted to be WGS84, and no coordinates are converted.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=usgs-texas-chemistry-well-construction","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"usgs-texas-groundwater-chemistry-wqp22","title":"USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry","kind":"measurements","records":5974,"missingValues":593,"reportedWithoutUnit":0,"withoutObservationDate":0,"sourceEntities":1416,"documentRecords":0,"sourceCells":7761,"runtimeSubset":true,"sampling":{"completeCollectedRows":7761,"method":"Actual source first/last and every Nth row per entity/channel/unit/pass; no interpolation or replacement of nulls.","runtimeRows":5974,"scope":"Complete collected subset is external; source-wide completeness is not implied.","stride":2},"rights":{"attribution":"U.S. Geological Survey, NWIS records retrieved through the USGS/EPA Water Quality Portal; indicate normalization changes.","commercialUseAllowed":true,"license":"US public domain for USGS-authored data","licenseUrl":"https://www.usgs.gov/faqs/are-usgs-reportspublications-copyrighted","llmTraining":"USGS data public-domain basis applies to covered source data; third-party works are not automatically included.","mlTraining":"permitted_by_stated_terms","notes":"Only NWIS records belonging to USGS organizations are included. Source quality, analytical methods, censoring and datum context remain attached; no USGS endorsement."},"limitations":"Historical WQX 2.2 NWIS response for Texas groundwater chemistry. This profile excludes USGS additions after March 11, 2024; requested date bounds do not establish actual coverage. Concentration fractions, analytical methods, detection conditions, quantitation limits, qualifiers and QC samples must be reviewed before training. Non-detects are null, not zero or the quantitation limit. Source agency/site/activity identifiers do not reconcile physical wells. Acquisition is not historical availability. Source clock time and timezone code are retained without inventing a UTC instant.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=usgs-texas-groundwater-chemistry-wqp22","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"volve-f11b-lwd","title":"Volve · converted LWD F11B","kind":"measurements","records":10212,"missingValues":664,"reportedWithoutUnit":2903,"withoutObservationDate":10212,"sourceEntities":1,"documentRecords":1,"sourceCells":1803306,"runtimeSubset":true,"sampling":{"method":"First/last and every 180th source depth row, all curves, with nulls. Full JSON arrays retained externally for research; no complete normalized SQLite claim."},"rights":{"attribution":"Equinor and former Volve licence partners ExxonMobil Exploration & Production Norway AS and Bayerngas Norge AS. Original data also credit Norwegian Petroleum Directorate; JSON conversion by Petroware AS.","commercialUseAllowed":false,"license":"CC BY-NC-SA 4.0 linked by conversion publisher; no resale","licenseUrl":"https://creativecommons.org/licenses/by-nc-sa/4.0/","notes":"Publisher README has inconsistent wording (Attribution 4.0 with a BY-NC-SA link); stricter linked noncommercial/share-alike and no-resale conditions preserved. Reformatted/sample contribution distributed under CC BY-NC-SA 4.0. Not approved for commercial use or training. Conversion was stated unverified as of February 2019. https://jsonwelllogformat.org/Volve/README.txt"},"limitations":"Petroware conversion of source LAS/DLIS, not verified against original binaries. Conversion disclaimer and noncommercial/share-alike restrictions apply. Full source JSON downloaded; runtime contains sampled source cells only. Header date is retained as log metadata, not assigned to individual depth measurements. Unknown units/datum remain null.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=volve-f11b-lwd","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"volve-f1a-lwd","title":"Volve · converted LWD F1A","kind":"measurements","records":17745,"missingValues":6656,"reportedWithoutUnit":2217,"withoutObservationDate":17745,"sourceEntities":1,"documentRecords":1,"sourceCells":3171259,"runtimeSubset":true,"sampling":{"method":"First/last and every 180th source depth row, all curves, with nulls. Full JSON arrays retained externally for research; no complete normalized SQLite claim."},"rights":{"attribution":"Equinor and former Volve licence partners ExxonMobil Exploration & Production Norway AS and Bayerngas Norge AS. Original data also credit Norwegian Petroleum Directorate; JSON conversion by Petroware AS.","commercialUseAllowed":false,"license":"CC BY-NC-SA 4.0 linked by conversion publisher; no resale","licenseUrl":"https://creativecommons.org/licenses/by-nc-sa/4.0/","notes":"Publisher README has inconsistent wording (Attribution 4.0 with a BY-NC-SA link); stricter linked noncommercial/share-alike and no-resale conditions preserved. Reformatted/sample contribution distributed under CC BY-NC-SA 4.0. Not approved for commercial use or training. Conversion was stated unverified as of February 2019. https://jsonwelllogformat.org/Volve/README.txt"},"limitations":"Petroware conversion of source LAS/DLIS, not verified against original binaries. Conversion disclaimer and noncommercial/share-alike restrictions apply. Full source JSON downloaded; runtime contains sampled source cells only. Header date is retained as log metadata, not assigned to individual depth measurements. Unknown units/datum remain null.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=volve-f1a-lwd","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"volve-f9-lwd","title":"Volve · converted LWD F9","kind":"measurements","records":96,"missingValues":15,"reportedWithoutUnit":0,"withoutObservationDate":96,"sourceEntities":1,"documentRecords":1,"sourceCells":13632,"runtimeSubset":true,"sampling":{"method":"First/last and every 180th source depth row, all curves, with nulls. Full JSON arrays retained externally for research; no complete normalized SQLite claim."},"rights":{"attribution":"Equinor and former Volve licence partners ExxonMobil Exploration & Production Norway AS and Bayerngas Norge AS. Original data also credit Norwegian Petroleum Directorate; JSON conversion by Petroware AS.","commercialUseAllowed":false,"license":"CC BY-NC-SA 4.0 linked by conversion publisher; no resale","licenseUrl":"https://creativecommons.org/licenses/by-nc-sa/4.0/","notes":"Publisher README has inconsistent wording (Attribution 4.0 with a BY-NC-SA link); stricter linked noncommercial/share-alike and no-resale conditions preserved. Reformatted/sample contribution distributed under CC BY-NC-SA 4.0. Not approved for commercial use or training. Conversion was stated unverified as of February 2019. https://jsonwelllogformat.org/Volve/README.txt"},"limitations":"Petroware conversion of source LAS/DLIS, not verified against original binaries. Conversion disclaimer and noncommercial/share-alike restrictions apply. Full source JSON downloaded; runtime contains sampled source cells only. Header date is retained as log metadata, not assigned to individual depth measurements. Unknown units/datum remain null.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=volve-f9-lwd","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"volve-production-daily-mirror","title":"Volve · daily well production (public workbook mirror)","kind":"measurements","records":82410,"missingValues":31242,"reportedWithoutUnit":35513,"withoutObservationDate":0,"sourceEntities":7,"documentRecords":1,"sourceCells":203242,"runtimeSubset":true,"sampling":{"method":"All source daily volumes and on-stream hours; other channels retain first/last and every 30th source row per well. Full original workbook retained externally."},"rights":{"attribution":"Equinor and former Volve licence partners ExxonMobil Exploration & Production Norway AS and Bayerngas Norge AS. Workbook mirror supplied by Jamiu Olamilekan Badmus via Kaggle; not fetched from Equinor.","commercialUseAllowed":true,"license":"Equinor Volve data terms; third-party workbook mirror","licenseUrl":"https://www.equinor.com/content/dam/statoil/documents/what-we-do/Equinor-HRS-Terms-and-conditions-for-licence-to-data-Volve.pdf","notes":"No sale of Licensed Material. Preserve terms, attribution and changes. Exact official-origin byte identity has not been independently confirmed; mirror provenance is explicit."},"limitations":"Historical Volve workbook from a pinned public third-party mirror, not directly authenticated against Equinor. Source zero/null, flow kind and well type are retained, including inconsistent row labels. Daily columns do not declare most units: these remain unknown; monthly sheet explicitly gives hours and Sm3. Monthly dates retain month precision. Daily and monthly sheets overlap and must not be summed together. No forecast, current status or point-in-time availability is inferred.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=volve-production-daily-mirror","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."},{"id":"volve-production-monthly-mirror","title":"Volve · monthly well production (public workbook mirror)","kind":"measurements","records":3156,"missingValues":1507,"reportedWithoutUnit":0,"withoutObservationDate":0,"sourceEntities":7,"documentRecords":1,"sourceCells":3156,"runtimeSubset":false,"sampling":{"method":"All source monthly cells; no temporal interpolation or missing-month filling."},"rights":{"attribution":"Equinor and former Volve licence partners ExxonMobil Exploration & Production Norway AS and Bayerngas Norge AS. Workbook mirror supplied by Jamiu Olamilekan Badmus via Kaggle; not fetched from Equinor.","commercialUseAllowed":true,"license":"Equinor Volve data terms; third-party workbook mirror","licenseUrl":"https://www.equinor.com/content/dam/statoil/documents/what-we-do/Equinor-HRS-Terms-and-conditions-for-licence-to-data-Volve.pdf","notes":"No sale of Licensed Material. Preserve terms, attribution and changes. Exact official-origin byte identity has not been independently confirmed; mirror provenance is explicit."},"limitations":"Historical Volve workbook from a pinned public third-party mirror, not directly authenticated against Equinor. Source zero/null, flow kind and well type are retained, including inconsistent row labels. Daily columns do not declare most units: these remain unknown; monthly sheet explicitly gives hours and Sm3. Monthly dates retain month precision. Daily and monthly sheets overlap and must not be summed together. No forecast, current status or point-in-time availability is inferred.","observationsUrl":"https://wellficent.com/api/v1/research/observations?dataset=volve-production-monthly-mirror","interpretation":"Missing units are not guessed. Undated depth logs and historical test summaries can legitimately have no observation date. Source entities are not deduplicated physical wells."}],"resources":[{"source":"israel-petroleum-2020","resource":"israel-petroleum-index-pdf","title":"Israel Ministry petroleum well index","sourceUrl":"https://www.energy-sea.gov.il/media/bwndxpjq/wells-from-prime_web.pdf","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"unknown","limitations":"Declared GCS_WGS_1984. Numeric source depth units are not verified and are not imported. Historical source date is not current status."},{"source":"jordan-water-ufz","resource":"ufz-jordan-water-wells-layer-2","title":"UFZ Jordan Water Wells","sourceUrl":"https://www.ufz.de/arcgis/rest/services/Middle_East/Infrastructure_Hydrology/MapServer/2","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"unknown","limitations":"No observation/update date, status, depth or operator is supplied in the imported layer. Coordinate service transforms from EPSG:32636 to EPSG:4326; six decimals are resolution, not accuracy. Personal owner/name fields are excluded."},{"source":"norway-sodir","resource":"sodir-factmaps-wellbores-layer-5000","title":"Norwegian Offshore Directorate wellbores","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5000","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Source licence provides broad copying, modification and distribution rights but excludes data the licensor cannot license, including third-party rights; preserve source role, purpose, unit and reference metadata. This is a historical/source snapshot, not a live status feed."},{"source":"sodir-wellbores","resource":"pipeline-sodir-wellbores-layer-5000","title":"SODIR FactMaps wellbores archive source","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5000","accessStatus":"imported_and_pipeline_archive_registered","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"The temporal archive is a separate collection from the normalized registry snapshot. Do not infer historic availability from a current fetch."},{"source":"netherlands-nlog","resource":"nlog-boreholes-wfs","title":"TNO / NLOG Netherlands boreholes","sourceUrl":"https://www.gdngeoservices.nl/geoserver/nlog/ows","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"unknown","limitations":"EPSG:23031 to EPSG:4326 transform is provider supplied. Original operator, current owner and drilling contractor remain distinct roles. Source public-release date is not treated as a status update."},{"source":"new-zealand-nzpam","resource":"nzpam-petroleum-feature-layer-18","title":"New Zealand Petroleum & Minerals public petroleum wells","sourceUrl":"https://services3.arcgis.com/fp1tibNcN9mbExhG/ArcGIS/rest/services/Petroleum_and_minerals/FeatureServer/18","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"unknown","limitations":"Native EPSG:2193 with provider outSR=4326. Preserve stable PBWellID, source units/reference and privacy exclusion."},{"source":"canada-bcer","resource":"bcer-public-surface-holes-geojson","title":"BC Energy Regulator public well surface holes","sourceUrl":"https://opendata.arcgis.com/datasets/657b609ee3314adf91da5ab86d42cda7_0.geojson","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"An authorization is not proof that a well was drilled. Operator abbreviations remain codes. Preserve OGC:CRS84 coordinate order and confidential exclusions."},{"source":"california-calgem-geothermal","resource":"calgem-geothermal-gis-item","title":"CalGEM California public geothermal wells","sourceUrl":"https://gis.conservation.ca.gov/portal/home/item.html?id=98dd3474b37c49d58db01ae65e157dbf","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"unknown","limitations":"Source sentinel coordinates are excluded; status/type/operator codes remain codes. EPSG:3310 transformed to WGS84 without ballpark conversion; this is not a survey-accuracy claim."},{"source":"uk-nsta-offshore","resource":"nsta-offshore-open-data-layer","title":"NSTA UK offshore wellbore top holes","sourceUrl":"https://services-eu1.arcgis.com/OZMfUznmLTnWccBc/arcgis/rest/services/UKCS_offshore_wellbore_top_holes_(WGS84)/FeatureServer/0","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"unknown","limitations":"Top-hole points only, not well paths or bottom-hole locations. Item-level licence is unspecified; preserve exact NSTA attribution and per-source rights metadata."},{"source":"uk-nsta-onshore","resource":"nsta-england-onshore-layer","title":"NSTA England onshore wellbore top holes","sourceUrl":"https://services-eu1.arcgis.com/OZMfUznmLTnWccBc/arcgis/rest/services/UKCS%20onshore%20petroleum%20wells%20top%20holes%20WGS84/FeatureServer/0","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"noncommercial_only","limitations":"Preserve source dates, units, references, roles and excluded personal/third-party content."},{"source":"sodir-well-links","resource":"sodir-well-links-layer-5000","title":"SODIR wellbore-to-field/discovery identifiers","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5000","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Relationship overlay, not an additional count of unique physical wells. Source IDs are preferred over spatial inference."},{"source":"sodir-dst","resource":"sodir-dst-layer-5008","title":"SODIR drill-stem tests","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5008","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Test day is unreported in these rows; test flows are not sustained production. Keep intervals, units and raw ambiguities."},{"source":"sodir-formations","resource":"sodir-formations-layer-5009","title":"SODIR interpreted formation tops","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5009","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Raw lsuTopDepthMM field label/value semantics remain unresolved; do not use it as normalized base depth."},{"source":"sodir-mud","resource":"sodir-mud-layer-5012","title":"SODIR drilling mud measurements","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5012","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Preserve source measurement date when present; ambiguous zeros remain flagged raw values, not filled measurements."},{"source":"sodir-operators","resource":"sodir-operators-layer-7110","title":"SODIR field operator history","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/7110","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Field operator is distinct from drilling operator; retain source time intervals and historical names."},{"source":"sodir-production","resource":"sodir-production-layer-7300","title":"SODIR historical field production and investment","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/7300","accessStatus":"imported","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Preserve gross/net distinction, units, incomplete periods and source flags. Field totals must not be assigned to individual wells."},{"source":"sodir-production-monthly","resource":"pipeline-sodir-field-production-monthly-csv","title":"SODIR FactPages monthly field production CSV archive source","sourceUrl":"https://factpages.sodir.no/public?/Factpages/external/tableview/field_production_monthly&rs:Command=Render&rc:Toolbar=false&rc:Parameters=f&IpAddress=not_used&CultureCode=en&rs:Format=CSV&Top100=false","accessStatus":"pipeline_registered","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Field-level net production, not per-well production. Units remain source column values."},{"source":"usgs-groundwater-daily","resource":"usgs-daily-values-api","title":"USGS daily groundwater level, reviewed 20-site subset","sourceUrl":"https://api.waterdata.usgs.gov/ogcapi/v1/collections/daily","accessStatus":"imported_and_pipeline_registered","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Bounded convenience sample, not a national inventory or representative sample. Values are ft below land surface; qualifiers/provisional values and gaps are preserved. USGS public-domain status applies only to USGS-authored records."},{"source":"eia-brent-annual","resource":"eia-rbrte-annual-history","title":"U.S. EIA Europe Brent Spot Price FOB annual series (RBRTE)","sourceUrl":"https://www.eia.gov/dnav/pet/hist/LeafHandler.ashx?n=PET&s=RBRTE&f=A","accessStatus":"annual_values_imported; archive_source_registered","runtimeDatasetIds":[],"trainingStatus":"unknown","limitations":"EIA annual values are unweighted averages derived from daily closing prices supplied by Refinitiv. Daily series are not fetched. EIA reuse terms exclude third-party licensed content."},{"source":"ihfc-ghfdb-2024","resource":"ihfc-ghfdb-r2024-v2026-03","title":"IHFC Global Heat Flow Database Release 2024, v2026.03","sourceUrl":"https://datapub.gfz.de/download/10.5880.FIDGEO.2024.014-VEueRf/GHFBD-R2024_v.2026-03.zip","accessStatus":"imported_and_pipeline_archive_registered","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Use parent-level sites; preserve uncertainty/method quality codes verbatim. Heat-flow sites near wells are context, not measurements at the well."},{"source":"gdr-utah-forge-shutin-pressure-1764","resource":"gdr-1764-shutin-pressure-csv-zip","title":"Utah FORGE shut-in wellhead pressure, wells 16A(78)-32 and 16B(78)-32","sourceUrl":"https://gdr.openei.org/files/1764/16A_B_Stimulation_wellhead_pressure.zip","accessStatus":"imported_and_pipeline_archive_registered","runtimeDatasetIds":["gdr-utah-forge-shutin-pressure-1764"],"trainingStatus":"permitted_by_stated_terms","limitations":"Discontinuous wellhead-pressure windows, not downhole/reservoir pressure. Units PSI; source timezone is unreported. Literal -999.25 sentinels are NULL with quality flags and original source values preserved. Gaps and original timestamps retained; no interpolation or reconstructed history."},{"source":"gdr-utah-forge-78b32-logs-1330","resource":"gdr-1330-78b32-porosity-resistivity-las-zip","title":"Utah FORGE 78B-32 daily drilling reports and logs (selected small LAS resource)","sourceUrl":"https://gdr.openei.org/files/1330/FORGE_78B_32-01-154928.zip","accessStatus":"imported_and_pipeline_archive_registered","runtimeDatasetIds":["gdr-1330-78b32-porosity-resistivity-las-zip"],"trainingStatus":"restricted_pending_review","limitations":"Selected LAS files only; the 22-file, 11.89 GB parent submission was not bulk-imported. Source well, vendor, depth and curve units, null sentinel, log date and repeated-run provenance are preserved. Schlumberger headers have no explicit proprietary exclusion in these selected files; GDR CC BY 4.0 and attribution apply. No depth-datum or coordinate conversion, averaging or interpolation."},{"source":"gdr-utah-forge-78b32-logs-1330","resource":"gdr-1330-78b32-measuring-tool-las-zip","title":"Utah FORGE 78B-32 daily drilling reports and logs (selected small LAS resource)","sourceUrl":"https://gdr.openei.org/files/1330/FORGE_78B_32-02-050223.zip","accessStatus":"imported_and_pipeline_archive_registered","runtimeDatasetIds":["gdr-1330-78b32-measuring-tool-las-zip"],"trainingStatus":"restricted_pending_review","limitations":"Selected LAS files only; the 22-file, 11.89 GB parent submission was not bulk-imported. Source well, vendor, depth and curve units, null sentinel, log date and repeated-run provenance are preserved. Schlumberger headers have no explicit proprietary exclusion in these selected files; GDR CC BY 4.0 and attribution apply. No depth-datum or coordinate conversion, averaging or interpolation."},{"source":"force-2020-well-log-lithofacies-zenodo-4351156","resource":"force-2020-all-wells-las-zip","title":"FORCE 2020 well logs and lithofacies competition dataset","sourceUrl":"https://zenodo.org/api/records/4351156/files/LAS_files_Force_2020_all_wells_train_test_blind_hidden_final.zip/content","accessStatus":"imported_and_pipeline_archive_registered","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Curated, partly despiked competition logs, not live measurements. Record declares CC BY 4.0; original government logs NLOD 2.0. Preserve component exclusions. Combined ZIP does not establish original train/test splits, depth reference or coordinate CRS. Unknown curve units remain null. Use well-based holdouts."},{"source":"equinor-volve-open-data","resource":"equinor-volve-databricks-marketplace-listing","title":"Volve field subsurface and operating data","sourceUrl":"https://www.equinor.com/energy/volve-data-sharing","accessStatus":"linked_only","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"The official source gives file count but no current total byte size or direct stable file URL. File inventory and availability may change. The dataset includes third-party-created reports/logs; review each product's terms and metadata. The full Marketplace archive has not been imported; the user has no Databricks account. The separately listed official BLOCKING example subset is imported."},{"source":"equinor-volve-open-data","resource":"equinor-volve-blocking-logs","title":"Volve field subsurface and operating data","sourceUrl":"https://github.com/equinor/webviz-subsurface-components/blob/89f4efc5d61ed30a1329e681b7deb20ddc20060b/example-data/volve_logs.json","accessStatus":"imported","runtimeDatasetIds":["equinor-volve-blocking-logs"],"trainingStatus":"unknown","limitations":"Equinor-published Volve BLOCKING example subset: processed/interpreted curves, not raw sensor logs or the complete Volve archive. Source identifiers include sidetracks and are not automatically matched to registry wells. Missing units, depth datum and observation times remain unknown. Discrete codes are categories, not continuous measurements. Runtime retains first/last and every 180th depth row; no interpolation. Full source cells are retained in a separate external normalized snapshot."},{"source":"volve-production-daily-mirror","resource":"volve-production-daily-mirror","title":"Volve · daily well production (public workbook mirror)","sourceUrl":"https://raw.githubusercontent.com/jamiubadmusng/oil-and-gas/cbc003cde9a0b222f3a222937c1aba741e758724/data/raw/Volve%20production%20data.xlsx","accessStatus":"imported","runtimeDatasetIds":["volve-production-daily-mirror"],"trainingStatus":"restricted_pending_review","limitations":"Historical Volve workbook from a pinned public third-party mirror, not directly authenticated against Equinor. Source zero/null, flow kind and well type are retained, including inconsistent row labels. Daily columns do not declare most units: these remain unknown; monthly sheet explicitly gives hours and Sm3. Monthly dates retain month precision. Daily and monthly sheets overlap and must not be summed together. No forecast, current status or point-in-time availability is inferred."},{"source":"volve-production-monthly-mirror","resource":"volve-production-monthly-mirror","title":"Volve · monthly well production (public workbook mirror)","sourceUrl":"https://raw.githubusercontent.com/jamiubadmusng/oil-and-gas/cbc003cde9a0b222f3a222937c1aba741e758724/data/raw/Volve%20production%20data.xlsx","accessStatus":"imported","runtimeDatasetIds":["volve-production-monthly-mirror"],"trainingStatus":"restricted_pending_review","limitations":"Historical Volve workbook from a pinned public third-party mirror, not directly authenticated against Equinor. Source zero/null, flow kind and well type are retained, including inconsistent row labels. Daily columns do not declare most units: these remain unknown; monthly sheet explicitly gives hours and Sm3. Monthly dates retain month precision. Daily and monthly sheets overlap and must not be summed together. No forecast, current status or point-in-time availability is inferred."},{"source":"sodir-dst-tests","resource":"sodir-dst-tests","title":"SODIR · drill stem test summaries","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5008/query","accessStatus":"imported","runtimeDatasetIds":["sodir-dst-tests"],"trainingStatus":"permitted_by_stated_terms","limitations":"Source test/engineering summaries, not daily production or current well status. Source QC and update dates are not measurement times; observedAt stays null. Source zeros are retained and flagged as unqualified, not changed to missing. Diameter source strings are retained; decimal and fractional inches are parsed exactly, while uninterpreted labels stay null with a flag. No geographic or physical-well matches are inferred."},{"source":"sodir-casing-lot","resource":"sodir-casing-lot","title":"SODIR · casing and LOT/FIT summaries","sourceUrl":"https://factmaps.sodir.no/api/rest/services/DataService/Data/FeatureServer/5001/query","accessStatus":"imported","runtimeDatasetIds":["sodir-casing-lot"],"trainingStatus":"permitted_by_stated_terms","limitations":"Source test/engineering summaries, not daily production or current well status. Source QC and update dates are not measurement times; observedAt stays null. Source zeros are retained and flagged as unqualified, not changed to missing. Diameter source strings are retained; decimal and fractional inches are parsed exactly, while uninterpreted labels stay null with a flag. No geographic or physical-well matches are inferred."},{"source":"volve-f9-lwd","resource":"volve-f9-lwd","title":"Volve · converted LWD F9","sourceUrl":"https://jsonwelllogformat.org/Volve/Well_logs/02.LWD_EWL/15_9-F-9/WL_RAW_BHPR-GR-MECH_MWD_1.json","accessStatus":"imported","runtimeDatasetIds":["volve-f9-lwd"],"trainingStatus":"restricted_pending_review","limitations":"Petroware conversion of source LAS/DLIS, not verified against original binaries. Conversion disclaimer and noncommercial/share-alike restrictions apply. Full source JSON downloaded; runtime contains sampled source cells only. Header date is retained as log metadata, not assigned to individual depth measurements. Unknown units/datum remain null."},{"source":"volve-f11b-lwd","resource":"volve-f11b-lwd","title":"Volve · converted LWD F11B","sourceUrl":"https://jsonwelllogformat.org/Volve/Well_logs/02.LWD_EWL/15_9-F-11%20B/WL_RAW_BHPR-CAL-DEN-GR-MECH-NEU-REMP_MWD_1.json","accessStatus":"imported","runtimeDatasetIds":["volve-f11b-lwd"],"trainingStatus":"restricted_pending_review","limitations":"Petroware conversion of source LAS/DLIS, not verified against original binaries. Conversion disclaimer and noncommercial/share-alike restrictions apply. Full source JSON downloaded; runtime contains sampled source cells only. Header date is retained as log metadata, not assigned to individual depth measurements. Unknown units/datum remain null."},{"source":"volve-f1a-lwd","resource":"volve-f1a-lwd","title":"Volve · converted LWD F1A","sourceUrl":"https://jsonwelllogformat.org/Volve/Well_logs/02.LWD_EWL/15_9-F-1%20A/WLC_RAW_AAC-BHPR-CAL-DEN-GR-MECH-NEU-REMP_MWD_1.json","accessStatus":"imported","runtimeDatasetIds":["volve-f1a-lwd"],"trainingStatus":"restricted_pending_review","limitations":"Petroware conversion of source LAS/DLIS, not verified against original binaries. Conversion disclaimer and noncommercial/share-alike restrictions apply. Full source JSON downloaded; runtime contains sampled source cells only. Header date is retained as log metadata, not assigned to individual depth measurements. Unknown units/datum remain null."},{"source":"nlog-fluid-pressure","resource":"nlog-fluid-pressure","title":"NLOG · historical selected fluid pressure database","sourceUrl":"https://www.nlog.nl/sites/default/files/pressure_data.xls","accessStatus":"imported","runtimeDatasetIds":["nlog-fluid-pressure"],"trainingStatus":"unknown","limitations":"Selected pore-fluid pressures underlying overpressure mapping, from activities through 2012. Heterogeneous tests and interpreted values with source reliability/remarks; not current telemetry. Only Pressures_Total imported: stratigraphic sheets overlap and are not double-counted. Depth is TVDSS in m; coordinates remain source UTM31 with datum unverified and are not mapped as WGS84."},{"source":"nsta-ukcs-daily-sample","resource":"nsta-ukcs-daily-sample","title":"NSTA · historical UKCS daily well production samples","sourceUrl":"https://www.arcgis.com/home/item.html?id=a49107bb51644a528cf814cd3805e0c0","accessStatus":"imported","runtimeDatasetIds":["nsta-ukcs-daily-sample"],"trainingStatus":"noncommercial_only","limitations":"Historical disclosed production, not current telemetry. All 182 index entries collected as 181 unique ZIPs (one shared URL retained once); runtime imports sampled original cells from 150 CSV files. The 31 Excel workbooks are imported separately in nsta-ukcs-daily-workbooks-sample with reviewed per-well scope and units. No daily/monthly aggregation, gap filling, unit conversion or physical-well matching. CSV headers and source units retained; Buchan units are explicit in column names."},{"source":"petrobras-wpr-synthetic-benchmark","resource":"20000-well-tests","title":"Petrobras · 20,000 synthetic well pressure responses","sourceUrl":"https://raw.githubusercontent.com/petrobras/WPRAutoencoders/e607a7327cd9ecc00d1244fb6721d5a69a506d9a/dataset/20000_well_tests.csv","accessStatus":"archive_only","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"20,000 synthetic analytical-model responses, 75 columns. Not observed field wells. Full original archived externally; no model trained or benchmark accuracy claimed. Repository code licence is Apache 2.0; CSV dataset licence is separately CC BY 4.0. Structural audit checks finite values, duplicate vectors and seven generator classes. Barrier distance 1,000,000 encodes an absent barrier; it is not a measured physical distance. Generator inputs and response outputs require task-specific leakage controls."},{"source":"qped-public-discovery","resource":"qped","title":"Queensland Petroleum Exploration Data (QPED)","sourceUrl":"https://geoscience.data.qld.gov.au/api/3/action/package_show?id=ds000005","accessStatus":"linked_only","runtimeDatasetIds":[],"trainingStatus":"restricted_pending_review","limitations":"Public candidate identified; download returned HTTP 202 HTML rather than the archive. No QPED rows imported."},{"source":"australia-galilee-dst-archive","resource":"galilee-dst-original","title":"Galilee drill stem test archive","sourceUrl":"https://data.gov.au/data/dataset/f0f514b3-4d05-4dbf-995f-82ca512210d6/resource/9ad9e0db-e342-40a1-841f-ed5db5352798/download/96baf144-b998-4a33-b74b-05d9e0e876cd.zip","accessStatus":"archive_only","runtimeDatasetIds":[],"trainingStatus":"restricted_pending_review","limitations":"Original archive collected; no measurement rows republished. Manually transcribed Galilee well completion test summaries and derived hydraulic-head sheets, with separate CSIRO PressurePlot material. Pressure units are ambiguous in some sheets; raw and interpreted results overlap."},{"source":"kgs-kansas-dst-availability","resource":"kgs-kansas-dst-availability","title":"Kansas · drill stem test availability index","sourceUrl":"https://www.kgs.ku.edu/PRS/Ora_Archive/ks_dst_wells.zip","accessStatus":"imported","runtimeDatasetIds":["kgs-kansas-dst-availability"],"trainingStatus":"permitted_by_stated_terms","limitations":"Well-level DIGITAL/SCANNED report availability, not actual DST test measurements or downloaded report contents. Event dates, depths and coordinates in the original index have not been promoted to test observations or verified spatial measurements. No current well status or physical-well cross-source matching is inferred. Both availability kinds for the same KID remain distinct."},{"source":"petrinex-alberta-2025-01-archive","resource":"petrinex-alberta-2025-01-archive","title":"Alberta · January 2025 volumetric reporting archive","sourceUrl":"https://www.petrinex.gov.ab.ca/publicdata/API/Files/AB/Vol/2025-01/CSV","accessStatus":"archive_only","runtimeDatasetIds":[],"trainingStatus":"restricted_pending_review","limitations":"Original collected: 564,687 mixed facility/activity/product rows; 244,681 WI + PROD rows, including 16,887 rows associated with IN-SITU OIL SANDS facility subtype 344 despite the conventional-only product description. These are reporting rows, not distinct physical wells. No normalized runtime observations in this edition. Production month, submission date and retrieval date are distinct. Source-specific permission PDF currently returns 404; indexed text alone was not treated as verification of full terms."},{"source":"nsta-ukcs-daily-workbooks-sample","resource":"nsta-ukcs-daily-workbooks-sample","title":"NSTA · post-cessation daily well production workbooks","sourceUrl":"https://www.arcgis.com/home/item.html?id=a49107bb51644a528cf814cd3805e0c0","accessStatus":"imported","runtimeDatasetIds":["nsta-ukcs-daily-workbooks-sample"],"trainingStatus":"noncommercial_only","limitations":"Historical disclosed daily records from 31 per-well post-COP workbooks. Not current telemetry. Only rows and columns explicitly tied to the workbook well are considered. Platform/field totals, unallocated platform streams and inferred values are excluded. Shell/Heron imports only allocated per-well fluid columns and online hours. Banff platform choke and injected-gas density columns are excluded because their well-level scope or units are unclear. Source dates, raw values and units are preserved; no unit conversion, interpolation or deduplication between source files is performed. Some workbooks publish the same quantity in separate unit columns (for example Sm3 and MMSCF); those columns are alternate representations and must not be summed. Identifiers name source wellbores and are not asserted to represent unique physical wells."},{"source":"kgs-kansas-digital-dst-sample","resource":"kgs-kansas-digital-dst-sample","title":"Kansas · selected digital drill stem test measurements","sourceUrl":"https://apps.kgs.ku.edu/web/DST/","accessStatus":"imported","runtimeDatasetIds":["kgs-kansas-digital-dst-sample"],"trainingStatus":"permitted_by_stated_terms","limitations":"A bounded sample of eight TestDataSave rows for three source KIDs, not a statewide or complete KGS DST collection. KGS KID/API identifiers are source identifiers, not independently resolved physical-well identities. Bottom-hole temperature comes from CSV rows with explicit DEG F. Pressure summary cells come only from detail-page blocks uniquely matched by KID, test number, date, and time; the page labels PSI and the matched CSV declares PSIg. CSV depth values have no unit field and remain raw metadata only. Source date and time fields are kept separately; observation date has day precision and source time has no documented timezone. Linked vendor PDF is archive-only and excluded from normalized content; pressure curves are omitted."},{"source":"nlog-well-monthly-production-2003-2026","resource":"nlog-well-monthly-production-2003-2026","title":"NLOG · monthly well production and injection, Netherlands","sourceUrl":"https://www.nlog.nl/nlog-mapviewer/rest/prodfigures/well","accessStatus":"imported","runtimeDatasetIds":["nlog-well-monthly-production-2003-2026"],"trainingStatus":"restricted_pending_review","limitations":"Official NLOG Datacenter well production/injection output, source-supplied wide monthly cells grouped by source well name, field and operator, 2003–2026. The API response has no stable well identifier; the composite source key used for grouping is not a reconciled physical-well identity. A returned zero remains zero; source null remains null; no absent month is filled. Values are per API product and operation, not summed across products. Monthly periods have YYYY-MM precision; future month columns have null observation dates with their source period retained separately. Actual UTC acquisition time is separate from the server Date header and historical availability. Raw JSON does not declare units. UI unit selectors and gas scaling do not authenticate raw response units; normalized units remain unknown pending a matched official data export. Recent months may be provisional or not yet supplied; the provider says monthly data are published after a reporting lag. This is not sensor telemetry or a forecast label."},{"source":"usgs-texas-groundwater-chemistry-wqp22","resource":"usgs-texas-groundwater-chemistry-wqp22","title":"USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry","sourceUrl":"https://www.waterqualitydata.us/data/Result/search?providers=NWIS&statecode=US%3A48&siteType=Well&sampleMedia=Water&characteristicName=Arsenic%3BChloride%3BInorganic+nitrogen+%28nitrate+and+nitrite%29&startDateLo=01-01-2000&startDateHi=12-31-2025&mimeType=csv&zip=yes","accessStatus":"imported","runtimeDatasetIds":["usgs-texas-groundwater-chemistry-wqp22"],"trainingStatus":"permitted_by_stated_terms","limitations":"Historical WQX 2.2 NWIS response for Texas groundwater chemistry. This profile excludes USGS additions after March 11, 2024; requested date bounds do not establish actual coverage. Concentration fractions, analytical methods, detection conditions, quantitation limits, qualifiers and QC samples must be reviewed before training. Non-detects are null, not zero or the quantitation limit. Source agency/site/activity identifiers do not reconcile physical wells. Acquisition is not historical availability. Source clock time and timezone code are retained without inventing a UTC instant."},{"source":"usgs-texas-chemistry-well-construction","resource":"usgs-texas-chemistry-well-construction","title":"USGS · construction and aquifer context for Texas chemistry wells","sourceUrl":"https://www.waterqualitydata.us/data/Station/search?providers=NWIS&statecode=US%3A48&siteType=Well&mimeType=csv&zip=yes","accessStatus":"imported","runtimeDatasetIds":["usgs-texas-chemistry-well-construction"],"trainingStatus":"permitted_by_stated_terms","limitations":"Only source stations matching the collected chemistry records are normalized; the complete downloaded Texas station CSV remains external. Well/hole depths and site elevation are distinct; source units, horizontal datum, vertical datum, aquifer, well type and source construction-date text are preserved. A construction date is not a depth measurement date or historical availability; unknown observation dates stay null. NAD83 is not asserted to be WGS84, and no coordinates are converted."},{"source":"petrobras-3w-real-operational-subset-v2","resource":"petrobras-3w-real-operational-subset-v2","title":"Petrobras 3W · real operational events, bounded v2.0.0 subset","sourceUrl":"https://github.com/petrobras/3W/tree/6a13bd21a02a2ce6ce23a02b1c2ba2f73770752b/dataset","accessStatus":"imported","runtimeDatasetIds":["petrobras-3w-real-operational-subset-v2"],"trainingStatus":"permitted_by_stated_terms","limitations":"Five deliberately small real instances from five anonymized source-well groups, not the complete or balanced 3W dataset. Simulated/drawn instances are excluded. Naive source clocks have no verified timezone; public observation dates have day precision with exact source clocks in the payload. Source identity is not a reconciled physical well. Label/state roles and codebooks are explicit; exclude target labels from predictors. Provider labels are not predictions, failure onset or universally transferable ground truth. Historical availability, calibration and production model accuracy are not established."},{"source":"petrobras-3w-real-operational-subset-v2","resource":"petrobras-3w-v2-full-byte-archive","title":"Petrobras 3W · real operational events, bounded v2.0.0 subset","sourceUrl":"https://github.com/petrobras/3W/tree/6a13bd21a02a2ce6ce23a02b1c2ba2f73770752b/dataset","accessStatus":"archive_only","runtimeDatasetIds":[],"trainingStatus":"permitted_by_stated_terms","limitations":"Every listed byte was checked against its pinned Git blob and archived locally. Original network download time was not observed and is unknown. File and anonymized source-group counts are not physical-well counts or measurement-cell counts. Real, simulated and drawn instances remain separate. Only the separately receipted five-real-instance subset is normalized for public runtime. No full-corpus model readiness or validated accuracy is claimed."},{"source":"ea-groundwater-kingston-russell-sep2026","resource":"ea-groundwater-kingston-russell-sep2026","title":"Environment Agency · Kingston Russell groundwater level readings","sourceUrl":"https://environment.data.gov.uk/flood-monitoring/id/measures/44239-level-groundwater-i-15_min-mAOD/readings?startdate=2026-09-01&enddate=2026-10-04&_limit=10000&_view=full&_sorted","accessStatus":"imported","runtimeDatasetIds":["ea-groundwater-kingston-russell-sep2026"],"trainingStatus":"permitted_by_stated_terms","limitations":"This is the 2,784 source readings returned for one Environment Agency groundwater station; the requested September 1 start was clipped by source retention to September 6. It is not a source-wide coverage claim. Acquisition time is not historical availability. Station IDs do not identify physical wells. Values are groundwater level relative to mAOD, not pumping or flood labels. No forecast or model performance is claimed."},{"source":"colorado-ecmc-production-2024-archive","resource":"colorado-ecmc-production-2024-archive","title":"Colorado ECMC · 2024 well production report archive","sourceUrl":"https://ecmc.state.co.us/documents/data/downloads/production/2024_prod_reports.csv","accessStatus":"archive_only","runtimeDatasetIds":[],"trainingStatus":"restricted_pending_review","limitations":"657,012 report rows and 48,080 distinct source API/sidetrack tuples, not physical wells. Official oil/water units BBL and gas MCF are recorded in the dictionary; pressure units are unspecified. Report/revision/formation rows need reconciliation before aggregation. No public normalized values are exposed."},{"source":"gdr-1149-5832-stimulation-linked","resource":"gdr-1149-5832-stimulation-linked","title":"Utah FORGE · well 58-32 stimulation data, GDR 1149","sourceUrl":"https://gdr.openei.org/submissions/1149","accessStatus":"linked_only","runtimeDatasetIds":[],"trainingStatus":"restricted_pending_review","limitations":"New pressure/temperature/flow source lead. No source bytes were acquired; elevated Pason file download was cancelled by the user after a sandbox error. The cancelled download was not retried. Item metadata and HEAD are not import, unit, time or count verification."}],"definitions":{"runtimeDatasetIds":"IDs in the research SQLite edition only. An empty array does not mean the source is absent from the registry, evidence, intelligence or separate well-logs edition; consult /api/v1/research/coverage for those collections.","runtimeSubset":"True only when a documented complete source-cell count exceeds the runtime count. Null means no comparable full count is documented.","reportedWithoutUnit":"Non-null runtime values whose unit is unknown; may include deliberately unitless/discrete source channels. Review channel semantics before comparison.","withoutObservationDate":"No measurement date retained. Source publication, QC and download times are not substituted.","archive_only":"Collected original or retained archive; normalized API observations are not implied.","linked_only":"Source discovered but collection is not established."},"modelling":{"historicalAvailabilityVerified":false,"crossSourceWellResolutionVerified":false,"productionModelValidated":false,"note":"Each model must establish units, source-specific rights, availability cutoffs, group holdouts and independent evaluation. Dataset access or a complete download does not establish these."}}