Data · dataset · 2026
A 1-km Daily Land Surface Soil Heat Flux Dataset over the Tibetan Plateau (2000–2024)
Listed in ScienceDB
This dataset provides daily soil heat flux (G₀) data across the Tibetan Plateau (TP) for the period 2000–2024, with a spatial resolution of 1 km.
Description
It addresses the existing gap in long-term, high-spatial-resolution, and spatially continuous G₀ observations over the TP, which is of great significance for deepening the understanding of surface energy partitioning, permafrost evolution, and land-atmosphere interaction processes in high-altitude cold regions like the Tibetan Plateau.
The dataset was constructed based on a DenseMLP transfer learning framework, integrating diverse multi-source datasets to guarantee its accuracy and spatial representativeness. The input datasets include land surface temperature from the TRIMS dataset, vegetation indices (NDVI, EVI) derived from MOD13Q1, meteorological forcings (surface soil heat flux, soil moisture, net shortwave radiation, net longwave radiation) extracted from GLDAS, static soil properties (bulk density, coarse fragments, sand/silt/clay fractions, soil organic carbon) from SoilGrids, and topographic elevation from MERIT DEM.
Read the rest (2 more)
The leave-one-site-out cross-validation was adopted for dataset assessment, yielding overall R² of 0.63, bias of 0.0 W m⁻², MAE of 5.0 W m⁻², and RMSE of 6.6 W m⁻². These validation metrics indicate good consistency between the dataset and in-situ observations, with no significant overfitting, thereby verifying the reliability of the dataset for estimating daily 1-km G₀ over the TP. This high-resolution G₀ dataset offers new insights and reliable data support for investigating land–atmosphere interactions and eco-environmental responses to global climate change in high-altitude regions, particularly the TP.
Furthermore, it has considerable potential for wide-ranging applications in permafrost dynamic monitoring and land surface model validation.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.33640 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Energy · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Climate change science 71%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.33640 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3702 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:energy | 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:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| 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 |