Frontiers in Remote Sensing | New and Recent Articles https://www.frontiersin.org/journals/remote-sensing RSS Feed for Frontiers in Remote Sensing | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-07-08T13:09:52.266+00:00 60 https://www.frontiersin.org/articles/10.3389/frsen.2026.1882437 https://www.frontiersin.org/articles/10.3389/frsen.2026.1882437 <![CDATA[Neutrosophic soft-computing ensemble for high-accuracy satellite image scene classification]]> 2026-07-08T00:00:00Z Original Research Ezhilmaran DevarasanMaxime Mahieu JosseSm ArunV. VishalBapathu KoushikaAbhyuday SinghJenisha Rachel https://www.frontiersin.org/articles/10.3389/frsen.2026.1813566 https://www.frontiersin.org/articles/10.3389/frsen.2026.1813566 <![CDATA[Integration of radiative transfer–machine learning for physiological mapping of leaf chlorophyll and anthocyanin in cotton]]> 2026-07-08T00:00:00Z Original Research Prachi SinghMohan K. BistaChamika A. SilvaNuwan K. WijewardaneJohn P. BrooksPrakash Kumar JhaRaju Bheemanahalli https://www.frontiersin.org/articles/10.3389/frsen.2026.1804569 https://www.frontiersin.org/articles/10.3389/frsen.2026.1804569 <![CDATA[Explainable HybridEnsemble approach with golden jackal optimization for AGB estimation using multi-sensor remote sensing]]> 2026-07-07T00:00:00Z Original Research Abraham Aidoo BorsahMan Sing WongMajid NazeerShao-Yuan LeuJin WuAmos P. K. TaiJanet Elizabeth Nichol https://www.frontiersin.org/articles/10.3389/frsen.2026.1877713 https://www.frontiersin.org/articles/10.3389/frsen.2026.1877713 <![CDATA[Sequential feature selection for efficient landslide segmentation from multi-spectral data]]> 2026-07-07T00:00:00Z Brief Research Report Arsalaan AhmadOktay KarakuşPaul L. Rosin https://www.frontiersin.org/articles/10.3389/frsen.2026.1843303 https://www.frontiersin.org/articles/10.3389/frsen.2026.1843303 <![CDATA[Application of the Radon transform to multi-angle measurements made by the research scanning polarimeter: a new approach to cloud tomography, Part III—accuracy and applicability]]> 2026-07-03T00:00:00Z Original Research Mikhail D. AlexandrovBastiaan van DiedenhovenBrian Cairns https://www.frontiersin.org/articles/10.3389/frsen.2026.1701194 https://www.frontiersin.org/articles/10.3389/frsen.2026.1701194 <![CDATA[SAU-MTF: Siamese attention U-Net with multimodal temporal fusion for accurate deforestation detection]]> 2026-07-02T00:00:00Z Original Research Poovayar M. Priya https://www.frontiersin.org/articles/10.3389/frsen.2026.1840277 https://www.frontiersin.org/articles/10.3389/frsen.2026.1840277 <![CDATA[Multi-index assessment and spatiotemporal dynamics of vegetation cover in desert regions of Xinjiang based on pixel binary models]]> 2026-07-01T00:00:00Z Original Research Huihui XinAierken DawutiYifulayin YusufuJibing YuDidaer DawulietibiekeLingyu SongYuehan LiuYunling ZhangSongmei Ma 50%) with high temporal variability (CV) and a predominant decreasing trend, whereas the Tarim Basin showed low FVC with low variability and a increasing trend. This study not only validates the superiority of the EVI in monitoring vegetation in arid desert regions but also maps the spatiotemporal evolution trends of vegetation coverage in Xinjiang’s desert areas, providing scientific evidence and theoretical support for regional ecological conservation and restoration practices.]]> https://www.frontiersin.org/articles/10.3389/frsen.2026.1883314 https://www.frontiersin.org/articles/10.3389/frsen.2026.1883314 <![CDATA[Comparative evaluation of machine learning algorithms for integrated wetland modelling within a geospatial big data environment in Driefontein Grasslands of Zimbabwe]]> 2026-06-30T00:00:00Z Original Research Nobert Tafadzwa MukomberanwaEllen BoysLast KecheKgabo Humphrey Thamaga https://www.frontiersin.org/articles/10.3389/frsen.2026.1869435 https://www.frontiersin.org/articles/10.3389/frsen.2026.1869435 <![CDATA[SOE-YOLO: towards efficient and accurate small object detection in optical remote sensing imagery]]> 2026-06-30T00:00:00Z Original Research Yimo PengXiangyu Ge https://www.frontiersin.org/articles/10.3389/frsen.2026.1869619 https://www.frontiersin.org/articles/10.3389/frsen.2026.1869619 <![CDATA[Long-term changes in dry-season water bodies and lake-littoral land-cover structure of typical lakes in the middle-lower Yangtze and Huai River basins, China (1999–2019)]]> 2026-06-29T00:00:00Z Original Research Nanbo LuWenping JinXiangyuan DuanMeng ZhangChengsi Zhang https://www.frontiersin.org/articles/10.3389/frsen.2026.1834812 https://www.frontiersin.org/articles/10.3389/frsen.2026.1834812 <![CDATA[Integrated spatial-contextual remote sensing classification via dual-path transformers and entropy-regularized HSIC]]> 2026-06-25T00:00:00Z Original Research Tallha AkramFaheem Ul Rehman SiddiqiMuqaddas GullAmal Al‐RasheedMuhammad Atif ImtiazAli Hamdan AleneziHira SiddiqueImran Ashraf https://www.frontiersin.org/articles/10.3389/frsen.2026.1803345 https://www.frontiersin.org/articles/10.3389/frsen.2026.1803345 <![CDATA[Temperature-index routing approach based Snowmelt–Runoff modelling in lachen basin of upper teesta catchment, Sikkim (India)]]> 2026-06-24T00:00:00Z Original Research Nikita Roy MukherjeeAkhouri Pramod Krishna https://www.frontiersin.org/articles/10.3389/frsen.2026.1822070 https://www.frontiersin.org/articles/10.3389/frsen.2026.1822070 <![CDATA[Fine-grained crop classification from satellite image time series by boosting rare-class representations and enforcing global semantic consistency]]> 2026-06-22T00:00:00Z Methods Anqi WangJiacheng GeZhe DongJunchao WuWei Guo https://www.frontiersin.org/articles/10.3389/frsen.2026.1770598 https://www.frontiersin.org/articles/10.3389/frsen.2026.1770598 <![CDATA[Extensive review of evapotranspiration estimation methodologies over a semi-arid region]]> 2026-06-19T00:00:00Z Systematic Review Vinayaka Shankar GargiSurendar Manickam https://www.frontiersin.org/articles/10.3389/frsen.2026.1770166 https://www.frontiersin.org/articles/10.3389/frsen.2026.1770166 <![CDATA[Using non-vegetated soil mosaics for soil property modelling to compare Google Earth Engine and THEIA platforms across Sminja Plain, Tunisia]]> 2026-06-17T00:00:00Z Original Research Mukhtar Adamu AbubakarYoussef FouadHamouda AïchiDidier MichotLucie MartinHayfa ZayaniEmmanuelle Vaudour https://www.frontiersin.org/articles/10.3389/frsen.2026.1818592 https://www.frontiersin.org/articles/10.3389/frsen.2026.1818592 <![CDATA[Evaluation of operational satellite-based disturbance detection products in Brazilian primary forests for the years 2023 and 2024]]> 2026-06-16T00:00:00Z Original Research Peter PotapovSvetlana TurubanovaMarcos RosaLana TeixeiraJulia ShimboViviana ZallesMichelle J. SimsRadost StanimirovaAndre LimaElizabeth GoldmanNancy HarrisFred Stolle https://www.frontiersin.org/articles/10.3389/frsen.2026.1788857 https://www.frontiersin.org/articles/10.3389/frsen.2026.1788857 <![CDATA[Spectral detection of basal stem rot in oil palm plantations using UAV hyperspectral imagery, deep learning segmentation, and machine learning classification: a case study at the sembawa plantation]]> 2026-06-11T00:00:00Z Original Research Rakyan Paksi NagaraMasita Dwi Mandini Manessa RokhmatulohKuncoro Adi PradonoFajar Dwi PamungkasAnisya Feby EfrianaFarida AyuCharlos Togi Stevanus https://www.frontiersin.org/articles/10.3389/frsen.2026.1828883 https://www.frontiersin.org/articles/10.3389/frsen.2026.1828883 <![CDATA[Integrated sediment mapping and evaluation in riverbed considering fluvial geomorphic diversity]]> 2026-06-08T00:00:00Z Original Research Zuisen LiZhen TianXiaoming WangYaxue WangYuewen SunZhimin WuMuning ZhangXiaodong Cui https://www.frontiersin.org/articles/10.3389/frsen.2026.1703257 https://www.frontiersin.org/articles/10.3389/frsen.2026.1703257 <![CDATA[Decline in satellite-derived primary production in the north-east Atlantic driven by changes in sea surface temperature and mixed layer depth]]> 2026-06-05T00:00:00Z Original Research Gavin H. TilstonePeter E. Land https://www.frontiersin.org/articles/10.3389/frsen.2026.1741055 https://www.frontiersin.org/articles/10.3389/frsen.2026.1741055 <![CDATA[Spatiotemporal signature of land cover change: linking albedo and land surface temperature dynamics in Iran]]> 2026-06-04T00:00:00Z Original Research Omid Reza Kefayat MotlaghHamid NazaripourSanaz ManavipourVahid ShafaieMajid Movahedi Rad