Original ResearchPublished 9 October 2026From plot to region: canopy height-mediated mangrove aboveground biomass mapping by synergizing UAV-LiDAR and multi-source satellite dataYunyan Xiang · Wen H. Cai · Hongxin Su · Jian Yang · Le Yu · Jiali Wang · Anshu Huang · Dewen TongFrontiers in Plant Sciencedoi 10.3389/fpls.2026.1964480
Original ResearchPublished 30 September 2026Scaling spatiotemporal transformers for regional food security: a tri-stream latent-dynamic approach to pre-harvest yield and price forecastingWirba Pountianus Berinyuy · Mvogo Ngono Joseph · Noumsi Woguia Auguste Vigny · Verdzekov Emile Tatinyuy · ELE PierreFrontiers in Earth Sciencedoi 10.3389/feart.2026.1895667
Original ResearchPublished 21 September 2026Leveraging Sentinel-2 and Sentinel-1 imagery for retrieving key wheat phenology stages in a dryland agricultural settingAhmed S. Almalki · Marcel M. El Hajj · Kasper Johansen · Matthew F. McCabeFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1860441
Original ResearchPublished 21 September 2026Estimating groundwater abstraction for irrigation in a data-scarce semi-arid region using optical and InSAR time-series analysis: the Tensift catchment, MoroccoYoussef Hajhouji · Abdelhakim Amazirh · Wassim Mohamed Baba · Marieme Seif-Ennasr · Mohamed Serraj · Salah Er-RakiFrontiers in Waterdoi 10.3389/frwa.2026.1917387
Original ResearchPublished 31 July 2026Comparative machine learning classification of a heterogeneous Ramsar wetland using Sentinel-1 and Sentinel-2 imagery with quantity and allocation disagreement diagnosticsCornelia Chifurira · Erwin Sieben · Irvin Shandu · Sifiso XuluFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1814582
Original ResearchPublished 21 July 2026A multi-class, multi-temporal crop and Land cover mapping framework for Morocco using Sentinel-1/2 monthly composites and advanced machine learning ensemblesMaryam Choukri · Yacine Bouroubi · Jamal-Eddine Ouzemou · Said Grich · Guy Armel Kamga Fotso · Saeid Ojaghi · Abdelghani Chehbouni · Ahmed LaamraniFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1827393
Original ResearchPublished 2 July 2026SAU-MTF: Siamese attention U-Net with multimodal temporal fusion for accurate deforestation detectionPoovayar M. PriyaFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1701194
