Investigating Foliar Macro- and Micronutrient Variation with Chlorophyll Fluorescence and Reflectance Measurements at the Leaf and Canopy Scales in Potato

• Published in: Remote sensing (Basel, Switzerland) Vol. 15; no. 10; p. 2498
• Main Authors: Oivukkamäki, Jaakko, Atherton, Jon, Xu, Shan, Riikonen, Anu, Zhang, Chao, Hakala, Teemu, Honkavaara, Eija, Porcar-Castell, Albert
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.05.2023
• Subjects: Aquatic resources; Canopies; canopy structure; Carotenoids; Chlorophyll; chlorophyll fluorescence; Copper; Fertilization; Finland; Fluorescence; Germany; Investigations; Leaves; Manganese; Micronutrients; Morphology; Nutrients; Optoelectronics industry; Photochemicals; Photosynthesis; Physiology; Plant growth; Plants; potato (Solanum tuberosum L.), SIF; Potatoes; PRI; Radiation; Reflectance; Remote sensing; Spectral reflectance; Spectrum analysis; UAV; United States; Vegetation; Vegetation index; Water stress; Wheat; United States; Germany; Finland
• DOI: 10.3390/rs15102498
• ISSN: 2072-4292

Vegetation indices (VIs) related to plant greenness have been studied extensively for the remote detection of foliar nitrogen content. Yet, the potential of chlorophyll fluorescence (ChlF) and photoprotection-based indices such as the photochemical reflectance index (PRI) or the chlorophyll/carotenoid index (CCI) for the detection of a wide range of nutrients remains elusive. We measured the dynamics of foliar macro- and micronutrient contents in potato plants as affected by fertilization and water stress, along with leaf and canopy level observations of spectral reflectance and ChlF (or solar-induced fluorescence). ChlF and photoprotection-related indices were more strongly related to a wide range of foliar nutrient contents compared to greenness-based indices. At the leaf level, relationships were largely mediated by foliar chlorophyll contents (Cab) and leaf morphology, which resulted in two contrasting groupings: a group dominated by macronutrients N, P, K, and Mg that decreased during canopy development and was positively correlated with Cab, and a group including Cu, Mn, Zn, and S that increased and was negatively related to Cab. At the canopy-level, spectral indices were additionally influenced by canopy structure, and so their capacity to detect foliar nutrient contents depends on the spatiotemporal covariation between foliar Cab, morphology, and canopy structure within the observations.