Frontiers in Remote Sensing | Microwave Remote Sensing

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

in Microwave Remote Sensing

Shahabeddin Taghipourjavi
Christophe Kinnard
Alexandre Roy

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1728399

404 views

Original Research

Published on 23 Jan 2026

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

in Microwave Remote Sensing

Lan Anh Dinh

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1718353

382 views

Original Research

Published on 22 Sep 2025

ConvAttentionNet: a high-performance model for efficient and accurate PolSAR data classification

in Microwave Remote Sensing

Mohammed Q. Alkhatib
Ali Jamali
Avik Bhattacharya

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1680450

1,142 views

Original Research

Published on 25 Aug 2025

Integrating the landscape scale supports SAR-based detection and assessment of the phenological development at the field level

in Microwave Remote Sensing

Johannes Löw
Steven Hill
Insa Otte
Christoph Friedrich
Michael Thiel
Tobias Ullmann
Christopher Conrad

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1610005

1,824 views

Brief Research Report

Published on 30 Jul 2025

Evaluation of the effect of satellite motion on GNSS-R wind speed retrieval: insights from TRITON

in Microwave Remote Sensing

Ming-Yi Chen
Hwa Chien
Wen-Hao Yeh
Li-Ching Lin
Yu-Fu Liou

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1657576

1,826 views

Original Research

Published on 09 Jul 2025

Bare surface soil moisture and surface roughness estimation using multi-band multi-polarization NISAR-like SAR data

in Microwave Remote Sensing

Sami Najem
Nicolas Baghdadi
Henri Bazzi
Mehrez Zribi
Dharmendra Kumar Pandey
Muddu Sekhar

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1613748

2,726 views

Original Research

Published on 30 May 2025

Using spaceborne SAR and ground-based measurements to identify spatial patterns in soil moisture and seasonal thaw timing in permafrost environments of Alaska

in Microwave Remote Sensing

W. Brad Baxter
Zachary Hoppinen
Kristofer Lasko
Tate Meehan
David Brodylo
Taylor D. Sullivan
Amanda J. Barker
Thomas A. Douglas

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1579261

1,715 views

Original Research

Published on 29 Apr 2025

Analyzing satellite and airborne Ka-band passive microwave observations over land for temperature and vegetation monitoring

in Microwave Remote Sensing

Richard de Jeu
Yoann Malbeteau
Ruxandra-Maria Zotta
Wouter Dorigo
Xiaoling Wu
Jeffrey Walker
Diego G. Miralles

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1574072

2,188 views
2 citations

Original Research

Published on 19 Mar 2025

Revealing causes of a surprising correlation: snow water equivalent and spatial statistics from Calibrated Enhanced-Resolution Brightness Temperatures (CETB) using interpretable machine learning and SHAP analysis

in Microwave Remote Sensing

Mahboubeh Boueshagh
Joan M. Ramage
Mary J. Brodzik
David G. Long
Molly Hardman
Hans-Peter Marshall

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1554084

2,601 views
3 citations

Original Research

Published on 22 Jan 2025

Advancing terrestrial snow depth monitoring with machine learning and L-band InSAR data: a case study using NASA’s SnowEx 2017 data

in Microwave Remote Sensing

Ibrahim Olalekan Alabi
Hans-Peter Marshall
Jodi Mead
Ernesto Trujillo

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1481848

3,744 views
1 citation

Original Research

Published on 06 Aug 2024

ARISGAN: Extreme super-resolution of arctic surface imagery using generative adversarial networks

in Microwave Remote Sensing

Christian Au
Michel Tsamados
Petru Manescu
So Takao

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1417417

4,055 views
3 citations

Original Research

Published on 24 Jul 2024

Sea surface barometry with an O2 differential absorption radar: retrieval algorithm development and simulation

in Microwave Remote Sensing

Bing Lin
Matthew Walker Mclinden
Xia Cai
Gerald M. Heymsfield
Nikki Privé
Steven Harrah
Lihua Li

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1399839

1,640 views
2 citations

Original Research

Published on 10 Jul 2024

Co-located OLCI optical imagery and SAR altimetry from Sentinel-3 for enhanced Arctic spring sea ice surface classification

in Microwave Remote Sensing

Weibin Chen
Michel Tsamados
Rosemary Willatt
So Takao
David Brockley
Claude de Rijke-Thomas
Alistair Francis
Thomas Johnson
Jack Landy
Isobel R. Lawrence

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1401653

4,157 views

Original Research

Published on 05 Dec 2023

Automatic wide area land cover mapping using Sentinel-1 multitemporal data

in Microwave Remote Sensing

David Marzi
Antonietta Sorriso
Paolo Gamba

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1148328

3,289 views
2 citations

Original Research

Published on 06 Mar 2023

Evaluating the effective resolution of enhanced resolution SMAP brightness temperature image products

in Microwave Remote Sensing

David G. Long
Mary J. Brodzik
Molly Hardman

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1073765

2,736 views
13 citations

Original Research

Published on 13 Feb 2023

Simulations of sea surface reflection for V-band O2 differential absorption radar barometry

in Microwave Remote Sensing

Bing Lin
Matthew Walker Mclinden
Gerald M. Heymsfield
Yongxiang Hu
Nikki Privé
Lihua Li
Steven Harrah
Kevin Horgan
Xia Cai
Jim Carswell

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1105627

2,142 views
4 citations

Original Research

Published on 14 Dec 2022

Deep attentive fusion network for flood detection on uni-temporal Sentinel-1 data

in Microwave Remote Sensing

Ritu Yadav
Andrea Nascetti
Yifang Ban

Frontiers in Remote Sensing

doi 10.3389/frsen.2022.1060144

5,729 views
13 citations

Original Research

Published on 21 Oct 2022

Arctic sea ice coverage from 43 years of satellite passive-microwave observations

in Microwave Remote Sensing

Claire L. Parkinson

Frontiers in Remote Sensing

doi 10.3389/frsen.2022.1021781

4,804 views
24 citations

Original Research

Published on 18 Oct 2022

Characteristics of a pre-monsoon dryline atmospheric boundary layer over the rain shadow region: A case study

in Microwave Remote Sensing

Raman Solanki
Neelam Malap
K. Gayatri
Y. Jaya Rao
Thara Prabhakaran

Frontiers in Remote Sensing

doi 10.3389/frsen.2022.1028587

2,920 views
2 citations

Brief Research Report

Published on 20 Dec 2021

Observing Sucrose Accumulation With Sentinel-1 Backscatter

in Microwave Remote Sensing

Nadja den Besten
Susan Steele-Dunne
Benjamin Aouizerats
Ariel Zajdband
Richard de Jeu
Pieter van der Zaag

Frontiers in Remote Sensing

doi 10.3389/frsen.2021.778691

5,062 views
6 citations

Specialty Grand Challenge

Published on 15 Oct 2020

Grand Challenges in Microwave Remote Sensing

in Microwave Remote Sensing

Guy J.-P. Schumann

Frontiers in Remote Sensing

doi 10.3389/frsen.2020.603650

5,280 views
7 citations

21 articles

articles

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

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

ConvAttentionNet: a high-performance model for efficient and accurate PolSAR data classification

Integrating the landscape scale supports SAR-based detection and assessment of the phenological development at the field level

Evaluation of the effect of satellite motion on GNSS-R wind speed retrieval: insights from TRITON

Bare surface soil moisture and surface roughness estimation using multi-band multi-polarization NISAR-like SAR data

Using spaceborne SAR and ground-based measurements to identify spatial patterns in soil moisture and seasonal thaw timing in permafrost environments of Alaska

Analyzing satellite and airborne Ka-band passive microwave observations over land for temperature and vegetation monitoring

Revealing causes of a surprising correlation: snow water equivalent and spatial statistics from Calibrated Enhanced-Resolution Brightness Temperatures (CETB) using interpretable machine learning and SHAP analysis

Advancing terrestrial snow depth monitoring with machine learning and L-band InSAR data: a case study using NASA’s SnowEx 2017 data

ARISGAN: Extreme super-resolution of arctic surface imagery using generative adversarial networks

Sea surface barometry with an O2 differential absorption radar: retrieval algorithm development and simulation

Co-located OLCI optical imagery and SAR altimetry from Sentinel-3 for enhanced Arctic spring sea ice surface classification

Automatic wide area land cover mapping using Sentinel-1 multitemporal data

Evaluating the effective resolution of enhanced resolution SMAP brightness temperature image products

Simulations of sea surface reflection for V-band O2 differential absorption radar barometry

Deep attentive fusion network for flood detection on uni-temporal Sentinel-1 data

Arctic sea ice coverage from 43 years of satellite passive-microwave observations

Characteristics of a pre-monsoon dryline atmospheric boundary layer over the rain shadow region: A case study

Observing Sucrose Accumulation With Sentinel-1 Backscatter

Grand Challenges in Microwave Remote Sensing