Frontiers in Remote Sensing

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

1,333 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

757 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

640 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

1,066 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

603 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

643 views
1 citation

Original Research

Accepted on 26 Dec 2025

NISTAR Measurements Confirm Basic Aspects of EPIC-Derived Global-Scale Dayurnal Variability in Earth's Reflected Radiation

Andrew A Lacis
Gary L Russell
Barbara E Carlson
Wenying Su
Yunan Yu

Frontiers in Remote Sensing

159 views

Original Research

Accepted on 22 Dec 2025

Estimating biomass volumes on aquaculture dropper lines using multibeam water column data

Thomas Vandorpe
Samira Lashkari
Kobus Langedock
Alexia Semeraro
Gert Van Hoey
Tomas Sterckx
Ine Moulaert

Frontiers in Remote Sensing

255 views

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

2,724 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

1,682 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

775 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

1,485 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

723 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

955 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

1,284 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

951 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

1,116 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

1,031 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

1,451 views

Original Research

Published on 01 Dec 2025

Performance of glint correction algorithms for Sentinel-3 OLCI data

Rejane S. Paulino
Vitor S. Martins
Cassia B. Caballero
Thainara M. A. Lima
Daniel A. Maciel
Julio C. P. Santos
Bingqing Liu

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1690337

1,074 views
1 citation

Original Research

Published on 01 Dec 2025

3D colored point cloud classification of a deep-sea cold-water coral and sponge habitat using geometric features and machine learning algorithms

Salem Morsy
Ana Belén Yánez-Suárez
Katleen Robert

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1680353

1,056 views

Mini Review

Published on 26 Nov 2025

Terrestrial ecosystems are in transition

Huan Wang
Yuchao Yan
Delong Li
Xiaojun Li
Xiangzhuo Liu
Lei Fan
Mengjia Wang
Ying Yao
Yiling Cai
Shijie Yan

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1705386

931 views
1 citation

Original Research

Published on 18 Nov 2025

Residual state-space networks with cross-scale fusion for efficient underwater vision reconstruction

Nei Xiong
Yuhan Zhang

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1703239

1,376 views

Correction

Published on 18 Nov 2025

Correction: Monitoring the dual-season hydrological dynamics of the Pong reservoir in Himachal Pradesh, India

Frontiers Production Office

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1744233

542 views

503 Publications

volumes

Volume 6 - 2025

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

NISTAR Measurements Confirm Basic Aspects of EPIC-Derived Global-Scale Dayurnal Variability in Earth's Reflected Radiation

Estimating biomass volumes on aquaculture dropper lines using multibeam water column data

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

Performance of glint correction algorithms for Sentinel-3 OLCI data

3D colored point cloud classification of a deep-sea cold-water coral and sponge habitat using geometric features and machine learning algorithms

Terrestrial ecosystems are in transition

Residual state-space networks with cross-scale fusion for efficient underwater vision reconstruction

Correction: Monitoring the dual-season hydrological dynamics of the Pong reservoir in Himachal Pradesh, India