2026 ASHS Conference

Silva, Jordhanna Marilia, Ana Carolina Pires Jacinto, Ana Luisa Alves Ribeiro, Isadora Rodrigues Damascena, Livia Monteiro Ballador, Paulo Henrique Lacerra, Pablo Forlan Vargas, George Deroco Martins, and Renata Castoldi. “Phenotyping in green lettuce populations through multispectral imaging.” Agriculture 15, no. 12 (2025): 1295.

Marquez, Sixto A., Chinedu A. Igwenagu, Nirmal Kumar, and Ram L. Ray. “Remote sensing applications for Lettuce (Lactuca sativa L) across field and controlled environments: a review.” Discover Agriculture 4, no. 1 (2026): 182.

Taha, Mohamed Farag, Hanping Mao, Yafei Wang, Ahmed Islam ElManawy, Gamal Elmasry, Letian Wu, Muhammad Sohail Memon, Ziang Niu, Ting Huang, and Zhengjun Qiu. “High-throughput analysis of leaf chlorophyll content in aquaponically grown lettuce using hyperspectral reflectance and RGB images.” Plants 13, no. 3 (2024): 392.

Ren, David DW, Siddhant Tripathi, and Larry KB Li. “Low-cost multispectral imaging for remote sensing of lettuce health.” Journal of Applied Remote Sensing 11, no. 1 (2017): 016006-016006.

Ribeiro, Ana Luisa Alves, Gabriel Mascarenhas Maciel, Ana Carolina Silva Siquieroli, José Magno Queiroz Luz, Rodrigo Bezerra de Araujo Gallis, Pablo Henrique de Souza Assis, Hugo César Rodrigues Moreira Catão, and Rickey Yoshio Yada. “Vegetation indices for predicting the growth and harvest rate of lettuce.” Agriculture 13, no. 5 (2023): 1091.

Won, Hye Su, Eunji Lee, Seeun Lee, Ji-Hyeon Nam, Jiwon Jung, Yuna Cho, Thomas Evert, Noah Kan, Steven Kim, and Dong Sub Kim. “Image analysis using smartphones: relationship between leaf color and fresh weight of lettuce under different nutritional treatments.” Frontiers in Plant Science 16 (2025): 1589825.

Clemente, Andressa Alves, Gabriel Mascarenhas Maciel, Ana Carolina Silva Siquieroli, Rodrigo Bezerra de Araujo Gallis, José Magno Queiroz Luz, Fernando César Sala, Lucas Medeiros Pereira, and Rickey Yoshio Yada. “Nutritional characterization based on vegetation indices to detect anthocyanins, carotenoids, and chlorophylls in mini-lettuce.” Agronomy 13, no. 5 (2023): 1403.

Zhao, Wenju, Fangfang Ma, Haiying Yu, and Zhaozhao Li. “Inversion model of salt content in alfalfa-covered soil based on a combination of UAV spectral and texture information.” Agriculture 13, no. 8 (2023): 1530.

Knopf, Marie, and Petra Bauer. “An affordable non-invasive validated machine-aided phenotyping pipeline identifies phenotypic variation of stress resilience in alkaline calcareous soil across the life cycle in Arabidopsis thaliana.” bioRxiv (2025).