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 2026UAV-based RGB imagery and supervised–unsupervised machine learning for estimating sorghum biomass and grain yield under water and nitrogen stressAnoop Valiya Veettil · Ripendra Awal · Ali Fares · Binita Thapa · Almoutaz Elhassan · Atikur RahmanFrontiers in Environmental Sciencedoi 10.3389/fenvs.2026.1928610
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 8 September 2026On-farm soybean yield estimation using earth observation data and machine learning modelsJitender Rathore · Deepak R. Joshi · Ali Dadkhah · Donna M. Rizzo · Olga S. Walsh · David E. Clay · Maaz GardeziFrontiers in Agronomydoi 10.3389/fagro.2026.1923239
Original ResearchPublished 26 August 2026UAV multisensor data and GAMLSS improve forage biomass estimation in Cerrado integrated crop–livestock pasturesGabriella Santos Arruda de Lima · Manuel Eduardo Ferreira · Luis Rodrigo Fernandes Baumann · Fernanda Mara Cunha Freitas · Pedro Luiz Oliveira Almeida Machado · Antônio Vitor Resende Silva · Selma Nakamoto Koakuzu · Mellissa Ananias Soler da Silva · Márcia Thaís Melo Carvalho · Micael Moreira Santos · Beata Emoke MadariFrontiers in Agronomydoi 10.3389/fagro.2026.1923984
Original ResearchPublished 4 August 2026AI-driven prediction of plant physiological traits in hemp using UAV-based multispectral imageryHarjot Sidhu · Arnab Bhowmik · Harmandeep SharmaFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1843209
Original ResearchPublished 4 August 2026Estimation of GPP in northern hemisphere terrestrial ecosystems based on light use efficiency model and chlorophyll fluorescenceZiwei Deng · Meizhen Xiang · Shudan ChenFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1888267
Original ResearchPublished 30 July 2026Hyperspectral indices and global fluorescence: how PACE vegetation indices correlate with terrestrial photosynthesisCaleb S. Harmon · K. Fred Huemmrich · Randolph H. Wynne · Valerie A. Thomas · Rui ChengFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1819365
Original ResearchPublished 1 July 2026Multi-index assessment and spatiotemporal dynamics of vegetation cover in desert regions of Xinjiang based on pixel binary modelsHuihui Xin · Aierken Dawuti · Yifulayin Yusufu · Jibing Yu · Didaer Dawulietibieke · Lingyu Song · Yuehan Liu · Yunling Zhang · Songmei MaFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1840277
Original ResearchPublished 7 May 2026Assessing spatial and temporal patterns of grapevine vigor and yield using satellite remote sensingDaniel Kingsley Cudjoe · Yazhou Sun · Justin Scheiner · Daniel Hillin · Pierre Helwi · Sanai Li · Wenxuan GuoFrontiers in Horticulturedoi 10.3389/fhort.2026.1816162
