Frontiers in Remote Sensing

Original Research

Published on 14 Jan 2026

Geological mapping of copper deposits in the democratic republic of Congo through remote sensing data and machine learning

Matthieu Tshanga Matthieu
Lindani Ncube
Kgabo Humphrey Thamaga

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1678991

1,501 views

Original Research

Published on 13 Jan 2026

Pansharpening largely preserves the normalized difference vegetation index: a multi-sensor comparison with PRISMA, Landsat 9, and field spectroscopy

Jan Procházka
Jan Komárek
David Moravec
Jiří Rous
Tomáš Klouček

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1713895

912 views

Original Research

Published on 13 Jan 2026

Efficient remote sensing image super-resolution with residual-enhanced wavelet and key-value adaptation

Rongchang Lu
Hongbo Miao
Xin Hai

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1718058

1,056 views

Original Research

Published on 12 Jan 2026

SMDe: enhancing hyperspectral image denoising through a spatial-spectral modulated network

Ke Yang
Weixiang Yuan
Beibei Fang
Huiwu Xia
Xiaoxue Xing
Weiwei Shang

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1712816

640 views

Original Research

Published on 12 Jan 2026

Coloured dissolved organic matter in a coastal arctic environment and the implications for dissolved organic carbon monitoring from Sentinel-2 MSI

Ximena Aguilar Vega
Dalin Jiang
Agneta Fransson
Melissa Chierici
Jose Luis Iriarte
Arne Kristoffersen
Carlos Cárdenas
Evangelos Spyrakos

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1703604

984 views

Original Research

Published on 12 Jan 2026

Gaia’s Crown: a deep space mirage seen from DSCOVR/EPIC during lunar transit

Karin Blank
Jay Herman
Sarah Dangelo
Alexander Marshak
Andrew Tennenbaum

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1640320

707 views

Original Research

Published on 12 Jan 2026

RoCD: leveraging foundation vision models with refine-and-fuse framework for robust change detection

Mengwei Li
Tongle Zhao
Yingchao Liu
Ruteng Yu
Lukun Wang

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1744950

631 views

Original Research

Published on 09 Jan 2026

Enhancing land cover classification in the heterogeneous landscape by integrating auxiliary data with Sentinel-2 imagery using the random forest algorithm

Irvin D. Shandu
Sifiso Xulu
Michael Gebreslasie

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1697897

1,493 views
1 citation

Brief Research Report

Published on 08 Jan 2026

A new way to see the clouds: the hyper-angular rainbow polarimeter (HARP2) on the NASA PACE satellite mission

Rachel E. Smith
Brent A. McBride
Xiaoguang Xu
Anin Puthukkudy
Noah Sienkiewicz
J. Dominik Cieslak
Lorraine A. Remer
Roberto Fernandez-Borda
J. Vanderlei Martins

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1710909

827 views

Original Research

Published on 08 Jan 2026

Fully illuminated Jupiter disk albedo and limb darkening observed by DSCOVR-EPIC from the Earth–Sun Lagrange-1 orbit

Jay Herman
Karin Blank

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1685883

661 views

Editorial

Published on 07 Jan 2026

Editorial: Advanced geospatial data analytics for environmental sustainability: current practices and future prospects

Manish Pandey
Varun Narayan Mishra
Maya Kumari
Saeid Janizadeh
Romulus Costache

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1761905

1,152 views

Original Research

Published on 06 Jan 2026

Statistics of glinting clouds observed by DSCOVR and geostationary satellites

Tamás Várnai
Alexander Marshak
Alexander Kostinski

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1696519

654 views
1 citation

Original Research

Published on 05 Jan 2026

Constraining orientation statistics of ice crystals in clouds with observations from deep space

Alexander Kostinski
Alexander Marshak
Tamás Várnai

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1705235

696 views
1 citation

Original Research

Published on 19 Dec 2025

Satellite-based mapping of annual canopy height and aboveground biomass in African dense forests

Liang Wan
Philippe Ciais
Aurélien de Truchis
Ewan Sean
Fabian Jörg Fischer
David Purnell
Gabriel Belouze
Ibrahim Fayad
Martin Schwartz
Yidi Xu

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1724950

3,031 views

Original Research

Published on 18 Dec 2025

A universal symphony: coral reef fish calls exhibit consistent acoustic characteristics across different bioregions

Lucille Chapuis
Tzu-Hao Lin
Ben Williams
Timothy A. C. Lamont
Rucha Karkarey
Gabriela G. Nava-Martínez
Aya Maryam Rahil Naseem
Andrew N. Radford
Stephen D. Simpson

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1522641

1,824 views

Original Research

Published on 18 Dec 2025

Global-scale seasonal variability profiles of EPIC-derived vs. GISS ModelE-simulated all-cloud and ice-cloud fraction distributions

Gary L. Russell
Andrew A. Lacis
Barbara E. Carlson
Wenying Su
Juliet A. Pilewskie

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1691948

818 views

Original Research

Published on 16 Dec 2025

Detection potential of floating matter in high-resolution X-band SAR data: initial results with visual interpretations

Madjid Hadjal
Brian B. Barnes
Chuanmin Hu
Lin Qi
Dimitris Papageorgiou
Konstantinos Topouzelis

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1693286

1,697 views

Correction

Published on 16 Dec 2025

Correction: Advanced phycocyanin detection in a south American lake using landsat imagery and remote sensing

Lien Rodríguez-López
David Francisco Bustos Usta
Iongel Duran-Llacer
Lisandra Bravo Alvarez
Luc Bourrel
Frédéric Frappart
Roberto Urrutia

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1714525

764 views

Original Research

Published on 16 Dec 2025

3D reconstruction and morphological characteristic study of Abdullahpuram palace building in Vellore-Bangalore NH using terrestrial LiDAR data

Apoorva Mahendra Rekha
Vaani Nagarajan

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1622210

1,015 views

Original Research

Published on 11 Dec 2025

Dimension reduction and entropy-based hyperspectral image visualization using hue, saturation, and brightness

Vahe Atoyan
Thomas Bawin
Laura Jaakola
Anna Avetisyan

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1702834

1,500 views

Original Research

Published on 10 Dec 2025

A low-cost MLS prototype for voxel-based above-ground biomass estimation in short-rotation plantations

Michal Skladan
Arunima Singh
Juliana Chudá
Martin Lieskovský
Matej Masný
Jozef Vyboštok

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1669081

1,099 views

Original Research

Published on 10 Dec 2025

A privacy-preserving, on-board satellite image classification technique incorporating homomorphic encryption and transfer learning

Abhijit Roy
Mahendra Kumar Gourisaria
Rajdeep Chatterjee
Amitkumar V. Jha
Bhargav Appasani
Nicu Bizon
Alin Gheorghita Mazare

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1678882

1,235 views

Original Research

Published on 03 Dec 2025

Estimation of individual tree biomass for three tree species using LiDAR and multispectral data in megacity Shanghai

Peiwen Luo
Yanwen Zhang
Junjie Ruan
Guowei Zhang
Juan Tan
Qing Wang
Kankan Shang

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1697927

1,236 views

Original Research

Published on 01 Dec 2025

Deep learning-based Sentinel-2 super-resolution via channel attention and high-frequency feature enhancement

Khang Nguyen-Vi
Bao Bui-Quoc
Nidal Kamel

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1644460

1,588 views

508 Publications

volumes

Volume 6 - 2025

Geological mapping of copper deposits in the democratic republic of Congo through remote sensing data and machine learning

Pansharpening largely preserves the normalized difference vegetation index: a multi-sensor comparison with PRISMA, Landsat 9, and field spectroscopy

Efficient remote sensing image super-resolution with residual-enhanced wavelet and key-value adaptation

SMDe: enhancing hyperspectral image denoising through a spatial-spectral modulated network

Coloured dissolved organic matter in a coastal arctic environment and the implications for dissolved organic carbon monitoring from Sentinel-2 MSI

Gaia’s Crown: a deep space mirage seen from DSCOVR/EPIC during lunar transit

RoCD: leveraging foundation vision models with refine-and-fuse framework for robust change detection

Enhancing land cover classification in the heterogeneous landscape by integrating auxiliary data with Sentinel-2 imagery using the random forest algorithm

A new way to see the clouds: the hyper-angular rainbow polarimeter (HARP2) on the NASA PACE satellite mission

Fully illuminated Jupiter disk albedo and limb darkening observed by DSCOVR-EPIC from the Earth–Sun Lagrange-1 orbit

Editorial: Advanced geospatial data analytics for environmental sustainability: current practices and future prospects

Statistics of glinting clouds observed by DSCOVR and geostationary satellites

Constraining orientation statistics of ice crystals in clouds with observations from deep space

Satellite-based mapping of annual canopy height and aboveground biomass in African dense forests

A universal symphony: coral reef fish calls exhibit consistent acoustic characteristics across different bioregions

Global-scale seasonal variability profiles of EPIC-derived vs. GISS ModelE-simulated all-cloud and ice-cloud fraction distributions

Detection potential of floating matter in high-resolution X-band SAR data: initial results with visual interpretations

Correction: Advanced phycocyanin detection in a south American lake using landsat imagery and remote sensing

3D reconstruction and morphological characteristic study of Abdullahpuram palace building in Vellore-Bangalore NH using terrestrial LiDAR data

Dimension reduction and entropy-based hyperspectral image visualization using hue, saturation, and brightness

A low-cost MLS prototype for voxel-based above-ground biomass estimation in short-rotation plantations

A privacy-preserving, on-board satellite image classification technique incorporating homomorphic encryption and transfer learning

Estimation of individual tree biomass for three tree species using LiDAR and multispectral data in megacity Shanghai

Deep learning-based Sentinel-2 super-resolution via channel attention and high-frequency feature enhancement