Data · dataset · 2026
Elevation-banded ECLAND simulation data and analysis code for the 26 August 2026 Rasuwa debris flow attribution study
Listed in ScienceDB
Description
This dataset contains all supporting data and code for the manuscript "Record-accumulation snowpack delayed to the monsoon peak preceded the 26 August 2026 Rasuwa debris flow: causal attribution by elevation-banded land-surface modeling" (under review at Geophysical Research Letters, manuscript 2026GL126841).The ECLAND land surface model (HTESSEL physics) is deployed in elevation bands: each of the 63 ERA5-Land 0.1° cells is partitioned by the GLO-30 DEM into three elevation terciles, yielding 189 columns (band means 3327/3879/4464 m; 29 glacier high bands are the analysis focus).
The simulation is forced by hourly ERA5-Land fields from January 2021 to August 2026, initialized from a 10-year spin-up (results are insensitive to the initial condition; a snow-free start reproduces the delay within 2 days). The paper shows no thermal anomaly preceded the 26 August 2026 ice–rock avalanche and debris flow (90-day T2m −0.4 K); record October 2025 and April 2026 snowfall (+110%/+144%) built a May snowpack 91% above climatology whose melt-out was delayed 17.9 days into the monsoon peak (1029 mm July–August water input, the record); counterfactual integrations identify the October storm as the driver.Contents: analysis/ — JSON/CSV files underlying every quantitative claim (57-year melt-out delay index, monthly water/energy budgets, banded snow and per-year snow-off, counterfactual experiments, threshold/closure/initialization sensitivities, compound-event criteria and return period, GLOF inventory subset); code/ — the full Python processing chain (data retrieval, static fields, banded deployment, forcing generation, simulation setup, counterfactual forcing, diagnostics, figure generation); simulations/ — daily model output (npz) of the control and counterfactual integrations; static/ — elevation bands and cell–column mapping; README.md — file-by-file documentation.The dataset is restricted during peer review (available via a private share link) and will be made openly available upon paper acceptance.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.012wp ↗
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 · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Physical geography and environmental geoscience 73% · Simulation 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.012wp | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3709 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (73%) |
| 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:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |