MétaCan
Menu
Back to cohort
Record W6948485455 · doi:10.5066/p906hj0v

Heat Capacity Mapping Mission 1978 - 1980

2019· dataset· en· W6948485455 on OpenAlexaboutno aff

Bibliographic record

VenueUSGS DOI Tool Production Environment · 2019
Typedataset
Languageen
FieldImmunology and Microbiology
TopicToxoplasma gondii Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSatelliteMagnetic tapeData setAdvanced very-high-resolution radiometerRadiometerPhotogrammetryDigital dataObservatoryRadiometry

Abstract

fetched live from OpenAlex

The Heat Capacity Mapping Mission (HCMM) was an experimental satellite program that observed thermal conditions on the Earths surface either during the day or at night. The mission was the first of a series of NASA Applications Explorer Missions (AEM-A). Day/night coverage over a given area occurred at intervals ranging from 12 to 36 hours with a 16-day repeat cycle. The satellite was operational from April 1978 to September 1980. The initial orbit of 620 km was lowered to 540 km in February 1980. Coverage includes parts of the United States, Canada, Europe, Africa, and Australia. The source data were transmitted to seven ground stations and stored on binary magnetic tape. Copies of the original data were made on High Density Tapes and on black-and-white film. The HCMM source data on tape are no longer readable. Approximately 2,700 processed digital scenes were successfully recovered from a set of tapes that had been migrated to more modern media. The only full set of HCMM data that remain are on black-and-white film. The film images have been scanned on photogrammetric quality equipment, making the data available in digital format. Since the data could be of historical value for global change research, the images have been made accessible to the scientific community through EarthExplorer. The collection includes approximately 48,000 scenes that were registered to a Hotine Oblique Mercator projection. The HCMM Radiometer operated with two channels. The first detected visible to near infrared (0.55-1.1 micrometers) radiation and the second detected thermal infrared (10.5-12.5 micrometers) radiation. The HCMM collection consists of day visible, day thermal infrared, night infrared, temperature difference, and apparent thermal inertia images. The temperature difference and apparent thermal inertia are approximations derived from radiometer measurements. More information on the conversion formulas for apparent thermal inertia can be found in the Heat Capacity Mapping Mission Anthology. HCMM nomenclature refers to the visible to near infrared channel as Vis and the thermal infrared channel as IR. The scenes are designated as Day-Vis, Day-IR, Night-IR, Temp-Diff, or Thermal-I. The spatial resolution is approximately 500 meters for the visible channel, 600 meters for the thermal channel, and 600 meters for the calculated data.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.157
Threshold uncertainty score0.313

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0300.010

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.037
GPT teacher head0.250
Teacher spread0.212 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreDataset

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueUSGS DOI Tool Production EnvironmentSame topicToxoplasma gondii Research StudiesFrench-language works237,207