Data · dataset · 2026
A dataset of wildfire susceptibility in Pakistan 2012-2023
Listed in ScienceDB
With the climate getting hotter and drier, the frequency and intensity of extreme wildfires are rising.
Description
Pakistan stands out as vital within China's "Belt and Road" structure and is increasingly exposed to wildfires risk under global warming. Therefore, assessing wildfire susceptibility is crucial for ensuring the safe development and operation of the China-Pakistan Economic Corridor.
In this study, key fuel information, including fuel moisture content and fuel load, are retrieved from remote sensing data. These factors, together with meteorological, topographical, and human factors, are integrated to train a machine learning model for wildfire susceptibility assessment across Pakistan. Using the trained model, a 12-year (2012–2023) wildfire susceptibility data for Pakistan are generated.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00001.01624 ↗
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
- Satellite remote sensing 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00001.01624 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · 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: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 | |
| 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 |