Table · dataset · 2026
Spatial Downscaling of Gridded Soil Moisture Products using Cloud-Insensitive Predictors in a Monsoon Region of Thailand
Listed in figshare
<p dir="ltr">Dataset Structure (258 GeoTIFF files + 1 CSV files):</p><p dir="ltr">1.
Description
ERA5-Land Soil Moisture (86 files):</p><p dir="ltr">- 43 original monthly GeoTIFF maps</p><p dir="ltr">- 43 spatially downscaled monthly GeoTIFF maps</p><p dir="ltr">2. FLDAS Soil Moisture (86 files):</p><p dir="ltr">- 43 original monthly GeoTIFF maps</p><p dir="ltr">- 43 spatially downscaled monthly GeoTIFF maps</p><p dir="ltr">3.
SMAP Soil Moisture (86 files):</p><p dir="ltr">- 43 original monthly GeoTIFF maps</p><p dir="ltr">- 43 spatially downscaled monthly GeoTIFF maps</p><p dir="ltr">4. In-Situ Station & Hydrometeorological Data (1 CSV file):</p><p dir="ltr">- Monthly dataset at 5 stations (SM01 to SM05)</p><p dir="ltr">- Variables: In-situ volumetric soil moisture (m³/m³), raw & downscaled soil moisture products (SMAP, ERA5-Land, FLDAS), and monthly rainfall (mm)</p><p dir="ltr">Technical Specifications:</p><p dir="ltr">- File Format: GeoTIFF (.tif)</p><p dir="ltr">- Target Variable: Volumetric Soil Moisture (m³/m³)</p><p dir="ltr">-
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Method
Random Forest Downscaling using Cloud-Insensitive Predictors</p><p dir="ltr">- Spatial Extent: Monsoon Region of Thailand (Phetchaburi Province)</p><p dir="ltr">- Temporal Extent: 43 Months (07/2022-01/2026)</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33722530.v2 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
Provenance · 1 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33722530 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:401304 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Photogrammetry and remote sensing'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |