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A spatial and spectral Analysis of the Sentinel-2 nighttime Image

Dingemanse, Merlijn I. and Cerra, Daniele and Gascon, Ferran and Storch, Tobias (2026) A spatial and spectral Analysis of the Sentinel-2 nighttime Image. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Copernicus Publications. ISSN 2194-9042. (Submitted)

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Abstract

Nighttime optical remote sensing provides valuable insights into natural and, in particular, human activities. This study evaluates the nighttime imaging capabilities of the Sentinel-2 mission using the only available nighttime acquisition not limited to ocean observations for dark signal calibration, covering the United Arab Emirates with Dubai in 2015. We checked the detection limit using granules over the Persian Gulf, extracted radiance spectra for different regions of interest, and analysed lighting types and temperatures. Results suggest a conservative nighttime detection limit of approx. 0.37 W/m²/µm/sr for visible/near infrared bands, and 0.08 W/m²/µm/sr for short-wave infrared bands. Sentinel-2’s high spatial resolution and multispectral bands, although designed for daytime observations, were capable of detecting and classifying bright visible/near and short-wave infrared emitters. Comparisons with hyperspectral EnMAP imagery acquired in 2025 validated the classifications and revealed changes in urban lighting over a decade. While limitations apply, this study highlights S2’s potential for nighttime remote sensing and supports considerations of nighttime capabilities for future satellite missions.

Item URL in elib:https://elib.dlr.de/220737/
Document Type:Article
Title:A spatial and spectral Analysis of the Sentinel-2 nighttime Image
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Dingemanse, Merlijn I.merlijn.dingemanse (at) dlr.dehttps://orcid.org/0009-0003-6281-697XUNSPECIFIED
Cerra, DanieleDaniele.Cerra (at) dlr.dehttps://orcid.org/0000-0003-2984-8315UNSPECIFIED
Gascon, Ferranferran.gascon (at) esa.intUNSPECIFIEDUNSPECIFIED
Storch, TobiasTobias.Storch (at) dlr.dehttps://orcid.org/0000-0001-8853-8996UNSPECIFIED
Date:2026
Journal or Publication Title:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:No
Publisher:Copernicus Publications
ISSN:2194-9042
Status:Submitted
Keywords:Sentinel-2, nighttime light, nighttime pyrometry, lighting type detection, EnMAP
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Optical remote sensing
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Imaging Spectroscopy
Deposited By: Dingemanse, Merlijn
Deposited On:09 Dec 2025 13:38
Last Modified:09 Dec 2025 13:38

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