WELLFICENT / OPEN DATA

Sources, rights and method

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

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

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

Search documents

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

Browse measurements

Dataset libraryEntitySource fieldSource fileUnitFromToSource depth · FromSource depth · ToQuality flags

Measurements

5,974 records

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

CSV ↓NDJSON ↓JSON ↗Well log explorer →

Measurements
Dataset	Entity	Source field	Source file	Observed at	Source depth	Unit	Value	Unit	Quality flags	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333826097213601	Chloride	result.csv	2016-12-12	Not reported / not verified	Not reported / not verified	27.1000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333826097213601	Arsenic	result.csv	2016-12-12	Not reported / not verified	Not reported / not verified	0.7700	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333830102491701	Arsenic	result.csv	2003-02-23	Not reported / not verified	Not reported / not verified	6.6000	ug/l	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333830102491701	Chloride	result.csv	2003-02-23	Not reported / not verified	Not reported / not verified	396.0000	mg/l	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333830102491701	Inorganic nitrogen (nitrate and nitrite)	result.csv	2003-02-23	Not reported / not verified	Not reported / not verified	2.5200	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333830102491701	Inorganic nitrogen (nitrate and nitrite)	result.csv	2003-07-30	Not reported / not verified	Not reported / not verified	3.6500	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333855096542701	Chloride	result.csv	2016-12-15	Not reported / not verified	Not reported / not verified	135.0000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333855096542701	Inorganic nitrogen (nitrate and nitrite)	result.csv	2016-12-15	Not reported / not verified	Not reported / not verified	0.0630	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333855096542701	Arsenic	result.csv	2016-12-15	Not reported / not verified	Not reported / not verified	0.2600	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333922102392701	Arsenic	result.csv	2003-02-22	Not reported / not verified	Not reported / not verified	8.9000	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333922102392701	Inorganic nitrogen (nitrate and nitrite)	result.csv	2003-02-22	Not reported / not verified	Not reported / not verified	1.3400	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333922102392701	Chloride	result.csv	2003-02-22	Not reported / not verified	Not reported / not verified	115.0000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333929102370001	Inorganic nitrogen (nitrate and nitrite)	result.csv	2001-09-24	Not reported / not verified	Not reported / not verified	0.3000	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333929102370001	Chloride	result.csv	2001-09-24	Not reported / not verified	Not reported / not verified	167.0000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333929102370001	Arsenic	result.csv	2001-09-24	Not reported / not verified	Not reported / not verified	21.3000	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333942094503001	Inorganic nitrogen (nitrate and nitrite)	result.csv	2000-04-26	Not reported / not verified	Not reported / not verified	0.4800	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-333955101404601	Inorganic nitrogen (nitrate and nitrite)	result.csv	2000-05-10	Not reported / not verified	Not reported / not verified	1.6400	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334033096332901	Arsenic	result.csv	2016-12-07	Not reported / not verified	Not reported / not verified	0.5400	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334033096332901	Inorganic nitrogen (nitrate and nitrite)	result.csv	2016-12-07	Not reported / not verified	Not reported / not verified	Not reported / not verified	Not reported / not verified	source_blank, source_detection_condition, censored_not_exact_measurement, source_unit_unspecified	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334033096332901	Chloride	result.csv	2016-12-07	Not reported / not verified	Not reported / not verified	46.5000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334043101585701	Inorganic nitrogen (nitrate and nitrite)	result.csv	2000-05-10	Not reported / not verified	Not reported / not verified	2.6500	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334122102062101	Inorganic nitrogen (nitrate and nitrite)	result.csv	2003-02-19	Not reported / not verified	Not reported / not verified	4.7000	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334122102062101	Chloride	result.csv	2003-02-19	Not reported / not verified	Not reported / not verified	139.0000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334122102062101	Arsenic	result.csv	2003-02-19	Not reported / not verified	Not reported / not verified	11.1000	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334221102443001	Chloride	result.csv	2001-09-24	Not reported / not verified	Not reported / not verified	136.0000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334221102443001	Inorganic nitrogen (nitrate and nitrite)	result.csv	2001-09-24	Not reported / not verified	Not reported / not verified	3.0200	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334221102443001	Arsenic	result.csv	2001-09-24	Not reported / not verified	Not reported / not verified	4.9000	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334245103011001	Inorganic nitrogen (nitrate and nitrite)	result.csv	2000-05-08	Not reported / not verified	Not reported / not verified	1.1500	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334306101504101	Inorganic nitrogen (nitrate and nitrite)	result.csv	2000-05-10	Not reported / not verified	Not reported / not verified	11.9000	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334309102380201	Arsenic	result.csv	2003-02-23	Not reported / not verified	Not reported / not verified	6.6000	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334309102380201	Inorganic nitrogen (nitrate and nitrite)	result.csv	2003-02-23	Not reported / not verified	Not reported / not verified	6.1700	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334309102380201	Chloride	result.csv	2003-02-23	Not reported / not verified	Not reported / not verified	334.0000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334352102450601	Inorganic nitrogen (nitrate and nitrite)	result.csv	2000-05-09	Not reported / not verified	Not reported / not verified	9.9700	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334419102045201	Inorganic nitrogen (nitrate and nitrite)	result.csv	2000-05-18	Not reported / not verified	Not reported / not verified	3.9600	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334517102181201	Arsenic	result.csv	2003-02-19	Not reported / not verified	Not reported / not verified	6.3000	ug/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334517102181201	Inorganic nitrogen (nitrate and nitrite)	result.csv	2003-02-19	Not reported / not verified	Not reported / not verified	14.7000	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334517102181201	Chloride	result.csv	2003-02-19	Not reported / not verified	Not reported / not verified	521.0000	mg/l		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334517102181201	Inorganic nitrogen (nitrate and nitrite)	result.csv	2003-07-30	Not reported / not verified	Not reported / not verified	16.5000	mg/l as N	source_not_accepted	Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334759101215501	Inorganic nitrogen (nitrate and nitrite)	result.csv	2001-08-18	Not reported / not verified	Not reported / not verified	0.6100	mg/l as N		Source	Exact record
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	USGS-334759101215501	Arsenic	result.csv	2001-08-18	Not reported / not verified	Not reported / not verified	9.3000	ug/l		Source	Exact record

USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry

U.S. Geological Survey, NWIS records retrieved through the USGS/EPA Water Quality Portal; indicate normalization changes.

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.

Reuse terms

Source documents ↗

JSON ↗

FORCE 2020 · LAS ↗

118 Well · 7,552 records

Bormann, P.; Aursand, P.; Dilib, F.; Manral, S.; Dischington, P. (2020). FORCE 2020 well log and lithofacies dataset, DOI 10.5281/zenodo.4351156. Source Norwegian government logs under NLOD 2.0. Normalized and sampled by Wellficent.

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

Data gaps and limitations

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

JSON ↗

Data gaps and limitations
Dataset library	Runtime records	Source documents	Missing values	Reported values without a unit	Records without an observation date
USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry	5,974	0	593	0	0

Data coverage

Counts describe source samples, not unique physical wells.

JSON ↗

USGS · Texas groundwater chloride, arsenic and nitrate/nitrite chemistry · 5,974

Reported values: 5,381 · Missing values: 593 · Flagged values: 1,285

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

Data coverage
Entity	Source field	Source file	Unit	Source depth · Unit	records
USGS-260204097443701	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-260204097443701	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-260204097443701	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-271315097473201	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-271315097473201	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-271315097473201	Inorganic nitrogen (nitrate and nitrite)	result.csv	mg/l as N	Not reported / not verified	1
USGS-271505098073401	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-271505098073401	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-271505098073401	Inorganic nitrogen (nitrate and nitrite)	result.csv	mg/l as N	Not reported / not verified	1
USGS-271841098402801	Inorganic nitrogen (nitrate and nitrite)	result.csv	mg/l as N	Not reported / not verified	1
USGS-271843098401101	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-271843098401101	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-271843098401101	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-272638098532301	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-272638098532301	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-272638098532301	Inorganic nitrogen (nitrate and nitrite)	result.csv	mg/l as N	Not reported / not verified	1
USGS-274439098144401	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-274439098144401	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-274439098144401	Inorganic nitrogen (nitrate and nitrite)	result.csv	mg/l as N	Not reported / not verified	1
USGS-275725097562701	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-275725097562701	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-275725097562701	Inorganic nitrogen (nitrate and nitrite)	result.csv	mg/l as N	Not reported / not verified	1
USGS-280232099210601	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-280232099210601	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-280232099210601	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-280951096593801	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-280951096593801	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-280951096593801	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-281433097191300	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-281433097191300	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-281433097191300	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-281546099234601	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-281546099234601	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-281546099234601	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-281621100040401	Arsenic	result.csv	ug/l	Not reported / not verified	2
USGS-281621100040401	Chloride	result.csv	mg/l	Not reported / not verified	2
USGS-281621100040401	Inorganic nitrogen (nitrate and nitrite)	result.csv	mg/l as N	Not reported / not verified	2
USGS-282009099044001	Arsenic	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-282009099044001	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-282009099044001	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-282605099141101	Arsenic	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-282605099141101	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-282605099141101	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-282608099455301	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-282716099545101	Arsenic	result.csv	ug/l	Not reported / not verified	1
USGS-282716099545101	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-282716099545101	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-282733098325701	Arsenic	result.csv	Not reported / not verified	Not reported / not verified	1
USGS-282733098325701	Chloride	result.csv	mg/l	Not reported / not verified	1
USGS-282733098325701	Inorganic nitrogen (nitrate and nitrite)	result.csv	Not reported / not verified	Not reported / not verified	1