Darkest nights of the Marawi siege

The peaceful afternoon of May 23, 2017, in Marawi City, turned the battleground as the government forces clashed with the Islamic State of Iraq and the Levent (ISIL)-affiliated militants of Abu Sayyaf Salafi Jihadist and the Maute group. The 2016-2020 Marawi City night-time light imageries captured by the Visual Infrared Imaging Radiometer Suite (VIIRS) satellite undergo pixel count and linear interpolation through Python Spyder programming, and were rastered and clipped using the Quantum Geographic Information System (QGIS). It was revealed that the Marawi City was not light polluted (red pixels: ~80 x 10-9 W/cm2*sr) in 2016 and shows a significant decrease on the radiance value in 2017 siege. Around 72% of the night-time light (NTL) of the pre-siege (May 2017) has depleted on post-siege (October 2017), indicating the great gravity of the mass destruction within the main battle areas. The battle caused detrimental scars in Marawi City which was reflected in the imageries, pixel counts and radiance value. The relief operations and rehabilitation in Marawi warrant the health care, welfare, security, economy, peace and empowerment to its residents organized by the Task Force Bangon Marawi (TFBM) in cooperations with several government agencies and international organizations and governments. The radiance value in 2020 shows the reestablishment of the condition in 2016, even so, other villages show the revitalization of urbanization. This coincides with the report made in April 2021 by the TFBM that the rehabilitation is nearing its completion by the end of December 2021 and June 2022 report which summarizes 72% of the infrastructures are complete.

Authors

Publication Details

Journal
SciEnggJ
Published
2025-07-30
DOI
https://doi.org/10.54645/202518supaya-78
Primary Topic
African history and culture analysis
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Darkest nights of the Marawi siege

Jason Kalaw, Ryan Manuel D. Guido
SciEnggJ
African history and culture analysis
article

Darkest nights of the Marawi siege

Jason Kalaw, Ryan Manuel D. Guido
article en

Abstract

The peaceful afternoon of May 23, 2017, in Marawi City, turned the battleground as the government forces clashed with the Islamic State of Iraq and the Levent (ISIL)-affiliated militants of Abu Sayyaf Salafi Jihadist and the Maute group. The 2016-2020 Marawi City night-time light imageries captured by the Visual Infrared Imaging Radiometer Suite (VIIRS) satellite undergo pixel count and linear interpolation through Python Spyder programming, and were rastered and clipped using the Quantum Geographic Information System (QGIS). It was revealed that the Marawi City was not light polluted (red pixels: ~80 x 10-9 W/cm2*sr) in 2016 and shows a significant decrease on the radiance value in 2017 siege. Around 72% of the night-time light (NTL) of the pre-siege (May 2017) has depleted on post-siege (October 2017), indicating the great gravity of the mass destruction within the main battle areas. The battle caused detrimental scars in Marawi City which was reflected in the imageries, pixel counts and radiance value. The relief operations and rehabilitation in Marawi warrant the health care, welfare, security, economy, peace and empowerment to its residents organized by the Task Force Bangon Marawi (TFBM) in cooperations with several government agencies and international organizations and governments. The radiance value in 2020 shows the reestablishment of the condition in 2016, even so, other villages show the revitalization of urbanization. This coincides with the report made in April 2021 by the TFBM that the rehabilitation is nearing its completion by the end of December 2021 and June 2022 report which summarizes 72% of the infrastructures are complete.

SciEnggJVol. 18(Supplement)
National Oceanic and Atmospheric Administration, Philippine Council for Industry, Energy, and Emerging Technology Research and Development
Openalex Percentile: Top 74%
African history and culture analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Darkest nights of the Marawi siege — Jason Kalaw, Ryan Manuel D. Guido · SciEnggJ (2025) | TGRS Research Map | TGRS