Spectral indices alone are not enough: A critical assessment of pre-fire wildfire risk mapping

Muhammad Bilal

doi:10.1016/j.ecoinf.2025.103435

Spectral indices alone are not enough: A critical assessment of pre-fire wildfire risk mapping

Muhammad Bilal^*

^*Corresponding author for this work

Research output: Contribution to journal › Letter › peer-review

1 Scopus citations

Original language	English
Article number	103435
Journal	Ecological Informatics
Volume	91
DOIs	https://doi.org/10.1016/j.ecoinf.2025.103435
State	Published - Nov 2025

Keywords

Fire risk
NBR
NDVI
Remote sensing
Spectral index
Wildfire

ASJC Scopus subject areas

Ecology, Evolution, Behavior and Systematics
Modeling and Simulation
Ecology
Ecological Modeling
Computer Science Applications
Computational Theory and Mathematics
Applied Mathematics

Access to Document

10.1016/j.ecoinf.2025.103435

Cite this

@article{52b80e10cfb644ab9dd562311706e6ee,

title = "Spectral indices alone are not enough: A critical assessment of pre-fire wildfire risk mapping",

keywords = "Fire risk, NBR, NDVI, Remote sensing, Spectral index, Wildfire",

author = "Muhammad Bilal",

year = "2025",

month = nov,

doi = "10.1016/j.ecoinf.2025.103435",

language = "English",

volume = "91",

journal = "Ecological Informatics",

issn = "1574-9541",

publisher = "Elsevier B.V.",

}

TY - JOUR

T1 - Spectral indices alone are not enough

T2 - A critical assessment of pre-fire wildfire risk mapping

AU - Bilal, Muhammad

PY - 2025/11

Y1 - 2025/11

KW - Fire risk

KW - NBR

KW - NDVI

KW - Remote sensing

KW - Spectral index

KW - Wildfire

UR - https://www.scopus.com/pages/publications/105016549189

U2 - 10.1016/j.ecoinf.2025.103435

DO - 10.1016/j.ecoinf.2025.103435

M3 - Letter

AN - SCOPUS:105016549189

SN - 1574-9541

VL - 91

JO - Ecological Informatics

JF - Ecological Informatics

M1 - 103435

ER -