Data · dataset · 2023
OPEN: A Global 1º×1º Monthly Ocean Heat Content Dataset from Remote Sensing Data via a Neural Network Approach (1993-2022)
Listed in ScienceDB
2023-07-07 v1.1.1 updates: We have updated the OPEN OHC data to the end of 2022.
Description
See OPEN-OHCv1.1.1_1993-2022.nc. Ensemble mean across six ensembles and associated standard deviation are provided for four depth integrals (0-300m, 0-700m, 0-1500m, and 0-2000m).The OPEN dataset estimates OHC anomalies over four different depths down to 2000 m covering the near-global ocean, with a neural network method, from remote sensing-based products (SSH, SST, and Winds) to Argo-gridded OHC as training data.
The resolution is monthly and a quarter degree, while the time span is from 1993 to 2018. The work was published in Remote Sensing (mdpi.com/2072-4292/12/14/2294). It was cited by IPCC's Sixth Assessment Report (AR6), among the direct estimations of global OHC.
Links
Where it is published
- DOI doi.org/10.11922/sciencedb.01058 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.11922%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Engineering · Humanities · Life Sciences · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Oceanography 72% · Satellite remote sensing 65%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.11922/sciencedb.01058 | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3708 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| concepts[field].local:field:computer-science-ai | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:remote-sensing | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |