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 8 October 2026Non-destructive estimation of individual buckwheat plant biomass using high-throughput phenotyping-derived canopy traitsStephen Njehia Njane · Takashi Hara · Kumpei Ota · Hiroshi NakagawaFrontiers in Plant Sciencedoi 10.3389/fpls.2026.1953140
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
ReviewPublished 7 August 2026Artificial intelligence in aquaculture: human-centered innovation, ethical governance, and data foundations for sustainable blue growthJaynos R. CortesFrontiers in Aquaculturedoi 10.3389/faquc.2026.1907758
