Frontiers in Remote Sensing

Original Research

Published on 11 Feb 2026

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
Yinan Yu

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1691652

363 views

Original Research

Published on 09 Feb 2026

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

doi 10.3389/frsen.2025.1572674

702 views

Original Research

Published on 02 Feb 2026

SuperDove radiometric data assessment in coastal and inland waters

Ilaria Cazzaniga
Ana I. Dogliotti
Susanne Kratzer
Frédéric Mélin

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1753296

766 views

Original Research

Published on 30 Jan 2026

Research on automatic mosaicking and synthesis processing technology for multi-source remote sensing images

Jing Cai
Feng Ye
Jingyu Sun
Hangan Wei
Zichuang Li
Pengao Li

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1731775

629 views

Original Research

Published on 29 Jan 2026

Coupling ecological concepts with an ocean-colour model: inversion modelling

Xuerong Sun
Robert J. W. Brewin
Shubha Sathyendranath
Giorgio Dall’Olmo
David Antoine
Ray Barlow
Astrid Bracher
Malika Kheireddine
Mengyu Li
Jaime Pitarch

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1692306

721 views

Original Research

Published on 26 Jan 2026

On demand machine learning-driven surface freeze-thaw retrieval across Canadian agricultural regions using Sentinel-1 SAR data

Shahabeddin Taghipourjavi
Christophe Kinnard
Alexandre Roy

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1728399

819 views

Original Research

Published on 23 Jan 2026

ASCAT soil moisture retrieval using deep learning: a focus on localization strategy

Lan Anh Dinh

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1718353

671 views

Original Research

Published on 15 Jan 2026

Spatio-temporal analysis of land use transformations and their environmental implications in the Thamirabarani River Basin, India

P. Harani
Sneha Gautam
Suneel Kumar Joshi
Chang-Hoi Ho

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1732414

1,058 views

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