Frontiers in Remote Sensing | Microwave Remote Sensing section | New and Recent Articles https://www.frontiersin.org/journals/remote-sensing/sections/microwave-remote-sensing RSS Feed for Microwave Remote Sensing section in the Frontiers in Remote Sensing journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-05-13T06:10:09.137+00:00 60 https://www.frontiersin.org/articles/10.3389/frsen.2025.1728399 https://www.frontiersin.org/articles/10.3389/frsen.2025.1728399 <![CDATA[On demand machine learning-driven surface freeze-thaw retrieval across Canadian agricultural regions using Sentinel-1 SAR data]]> 2026-01-26T00:00:00Z Original Research Shahabeddin TaghipourjaviChristophe KinnardAlexandre Roy https://www.frontiersin.org/articles/10.3389/frsen.2025.1718353 https://www.frontiersin.org/articles/10.3389/frsen.2025.1718353 <![CDATA[ASCAT soil moisture retrieval using deep learning: a focus on localization strategy]]> 2026-01-23T00:00:00Z Original Research Lan Anh Dinh https://www.frontiersin.org/articles/10.3389/frsen.2025.1680450 https://www.frontiersin.org/articles/10.3389/frsen.2025.1680450 <![CDATA[ConvAttentionNet: a high-performance model for efficient and accurate PolSAR data classification]]> 2025-09-22T00:00:00Z Original Research Mohammed Q. AlkhatibAli JamaliAvik Bhattacharya https://www.frontiersin.org/articles/10.3389/frsen.2025.1610005 https://www.frontiersin.org/articles/10.3389/frsen.2025.1610005 <![CDATA[Integrating the landscape scale supports SAR-based detection and assessment of the phenological development at the field level]]> 2025-08-25T00:00:00Z Original Research Johannes LöwSteven HillInsa OtteChristoph FriedrichMichael ThielTobias UllmannChristopher Conrad https://www.frontiersin.org/articles/10.3389/frsen.2025.1657576 https://www.frontiersin.org/articles/10.3389/frsen.2025.1657576 <![CDATA[Evaluation of the effect of satellite motion on GNSS-R wind speed retrieval: insights from TRITON]]> 2025-07-30T00:00:00Z Brief Research Report Ming-Yi ChenHwa ChienWen-Hao YehLi-Ching LinYu-Fu Liou https://www.frontiersin.org/articles/10.3389/frsen.2025.1613748 https://www.frontiersin.org/articles/10.3389/frsen.2025.1613748 <![CDATA[Bare surface soil moisture and surface roughness estimation using multi-band multi-polarization NISAR-like SAR data]]> 2025-07-09T00:00:00Z Original Research Sami NajemNicolas BaghdadiHenri BazziMehrez ZribiDharmendra Kumar PandeyMuddu Sekhar https://www.frontiersin.org/articles/10.3389/frsen.2025.1579261 https://www.frontiersin.org/articles/10.3389/frsen.2025.1579261 <![CDATA[Using spaceborne SAR and ground-based measurements to identify spatial patterns in soil moisture and seasonal thaw timing in permafrost environments of Alaska]]> 2025-05-30T00:00:00Z Original Research W. Brad BaxterZachary HoppinenKristofer LaskoTate MeehanDavid BrodyloTaylor D. SullivanAmanda J. BarkerThomas A. Douglas https://www.frontiersin.org/articles/10.3389/frsen.2025.1574072 https://www.frontiersin.org/articles/10.3389/frsen.2025.1574072 <![CDATA[Analyzing satellite and airborne Ka-band passive microwave observations over land for temperature and vegetation monitoring]]> 2025-04-29T00:00:00Z Original Research Richard de JeuYoann MalbeteauRuxandra-Maria ZottaWouter DorigoXiaoling WuJeffrey WalkerDiego G. Miralles 0.3 m3 m−3), causing up to 20 K drops in brightness temperature. The Ka‐band Vegetation Optical Depth (VOD) was derived using a radiative transfer model for both satellite and airborne data. The satellite‐derived Ka-band VOD closely matched published VOD products from other frequencies, and the aircraft‐based VOD provided realistic spatial patterns over different landscapes. At the satellite scale, a clear relationship between VOD and NDVI was observed. The aircraft-based VOD signal was noisier and had a weak spatial correlation with NDVI, although it demonstrated similar trends as at the satellite scale. These results highlight the promising capability of Ka‐band observations for land applications, and its varying sensitivity across scales, with local variability being more pronounced at higher spatial resolutions.]]> https://www.frontiersin.org/articles/10.3389/frsen.2025.1554084 https://www.frontiersin.org/articles/10.3389/frsen.2025.1554084 <![CDATA[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]]> 2025-03-19T00:00:00Z Original Research Mahboubeh BoueshaghJoan M. RamageMary J. BrodzikDavid G. LongMolly HardmanHans-Peter Marshall https://www.frontiersin.org/articles/10.3389/frsen.2024.1481848 https://www.frontiersin.org/articles/10.3389/frsen.2024.1481848 <![CDATA[Advancing terrestrial snow depth monitoring with machine learning and L-band InSAR data: a case study using NASA’s SnowEx 2017 data]]> 2025-01-22T00:00:00Z Original Research Ibrahim Olalekan AlabiHans-Peter MarshallJodi MeadErnesto Trujillo https://www.frontiersin.org/articles/10.3389/frsen.2024.1417417 https://www.frontiersin.org/articles/10.3389/frsen.2024.1417417 <![CDATA[ARISGAN: Extreme super-resolution of arctic surface imagery using generative adversarial networks]]> 2024-08-06T00:00:00Z Original Research Christian AuMichel TsamadosPetru ManescuSo Takao https://www.frontiersin.org/articles/10.3389/frsen.2024.1399839 https://www.frontiersin.org/articles/10.3389/frsen.2024.1399839 <![CDATA[Sea surface barometry with an O2 differential absorption radar: retrieval algorithm development and simulation]]> 2024-07-24T00:00:00Z Original Research Bing LinMatthew Walker MclindenXia CaiGerald M. HeymsfieldNikki PrivéSteven HarrahLihua Li https://www.frontiersin.org/articles/10.3389/frsen.2024.1401653 https://www.frontiersin.org/articles/10.3389/frsen.2024.1401653 <![CDATA[Co-located OLCI optical imagery and SAR altimetry from Sentinel-3 for enhanced Arctic spring sea ice surface classification]]> 2024-07-10T00:00:00Z Original Research Weibin ChenMichel TsamadosRosemary WillattSo TakaoDavid BrockleyClaude de Rijke-ThomasAlistair FrancisThomas JohnsonJack LandyIsobel R. LawrenceSanggyun LeeDorsa Nasrollahi ShiraziWenxuan LiuConnor NelsonJulienne C. StroeveLen HirataMarc Peter Deisenroth https://www.frontiersin.org/articles/10.3389/frsen.2023.1148328 https://www.frontiersin.org/articles/10.3389/frsen.2023.1148328 <![CDATA[Automatic wide area land cover mapping using Sentinel-1 multitemporal data]]> 2023-12-05T00:00:00Z Original Research David MarziAntonietta SorrisoPaolo Gamba https://www.frontiersin.org/articles/10.3389/frsen.2023.1073765 https://www.frontiersin.org/articles/10.3389/frsen.2023.1073765 <![CDATA[Evaluating the effective resolution of enhanced resolution SMAP brightness temperature image products]]> 2023-03-06T00:00:00Z Original Research David G. LongMary J. BrodzikMolly Hardman https://www.frontiersin.org/articles/10.3389/frsen.2023.1105627 https://www.frontiersin.org/articles/10.3389/frsen.2023.1105627 <![CDATA[Simulations of sea surface reflection for V-band O2 differential absorption radar barometry]]> 2023-02-13T00:00:00Z Original Research Bing LinMatthew Walker MclindenGerald M. HeymsfieldYongxiang HuNikki PrivéLihua LiSteven HarrahKevin HorganXia CaiJim Carswell https://www.frontiersin.org/articles/10.3389/frsen.2022.1060144 https://www.frontiersin.org/articles/10.3389/frsen.2022.1060144 <![CDATA[Deep attentive fusion network for flood detection on uni-temporal Sentinel-1 data]]> 2022-12-14T00:00:00Z Original Research Ritu YadavAndrea Nascetti Yifang Ban  https://www.frontiersin.org/articles/10.3389/frsen.2022.1021781 https://www.frontiersin.org/articles/10.3389/frsen.2022.1021781 <![CDATA[Arctic sea ice coverage from 43 years of satellite passive-microwave observations]]> 2022-10-21T00:00:00Z Original Research Claire L. Parkinson https://www.frontiersin.org/articles/10.3389/frsen.2022.1028587 https://www.frontiersin.org/articles/10.3389/frsen.2022.1028587 <![CDATA[Characteristics of a pre-monsoon dryline atmospheric boundary layer over the rain shadow region: A case study]]> 2022-10-18T00:00:00Z Original Research Raman SolankiNeelam MalapK. GayatriY. Jaya RaoThara Prabhakaran https://www.frontiersin.org/articles/10.3389/frsen.2021.778691 https://www.frontiersin.org/articles/10.3389/frsen.2021.778691 <![CDATA[Observing Sucrose Accumulation With Sentinel-1 Backscatter]]> 2021-12-20T00:00:00Z Brief Research Report Nadja den BestenSusan Steele-DunneBenjamin AouizeratsAriel ZajdbandRichard de JeuPieter van der Zaag