"Flower power": How flowering affects spectral diversity metrics and their relationship with plant diversity

被引:5
|
作者
Perrone, Michela [1 ]
Conti, Luisa [1 ]
Galland, Thomas [2 ]
Komarek, Jan [1 ]
Lagner, Ondrej [1 ]
Torresani, Michele [3 ]
Rossi, Christian [4 ]
Carmona, Carlos P. [5 ]
de Bello, Francesco [2 ,6 ]
Rocchini, Duccio [1 ,7 ]
Moudry, Vitezslav [1 ]
Simova, Petra [1 ]
Bagella, Simonetta [8 ]
Malavasi, Marco [8 ]
机构
[1] Czech Univ Life Sci Prague, Dept Spatial Sci, Kamycka 129, Praha Suchdol 16500, Czech Republic
[2] Univ South Bohemia, Dept Bot, Na Zlatestoce 1, Ceske Budejovice 37005, Czech Republic
[3] Free Univ Bolzano Bozen, piazza Univ, Fac Agr Environm & Food Sci, Univ Pl 5-Piazza Univ 5, I-39100 Bolzano, Italy
[4] Swiss Nat Pk, Dept Geoinformat, Runatsch 124,Chaste Planta Wildenberg, CH-7530 Zernez, Switzerland
[5] Univ Tartu, Dept Bot, J Liivi 2, EE-50409 Tartu, Estonia
[6] Univ Valencia, Ctr Invest Desertificac, Crta Moncada-Naquera Km 4, 5, Moncada 46113, Valencia, Spain
[7] Alma Mater Studiorum Univ Bologna, Dept Biol Geol & Environm Sci, BIOME Lab, Via Irnerio 42, I-40126 Bologna, Italy
[8] Univ Sassari, Dept Chem Phys Math & Nat Sci, Via Vienna 2, I-07100 Sassari, Italy
关键词
Grasslands; Remote sensing; Phenology; UAV; Spectral variation hypothesis; SPECIES RICHNESS; BIODIVERSITY; HYPOTHESIS; SPECTROSCOPY; VARIABILITY; FOREST; SOIL;
D O I
10.1016/j.ecoinf.2024.102589
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Biodiversity monitoring is constrained by cost- and labour-intensive field sampling methods. Increasing evidence suggests that remotely sensed spectral diversity (SD) is linked to plant diversity, holding promise for monitoring applications. However, studies testing such a relationship reported conflicting findings, especially in challenging ecosystems such as grasslands, due to their variety and high temporal dynamism. It follows that a thorough investigation of the key factors influencing these relationships, such as the metrics applied (i.e., continuous, categorical) and phenology (e.g., flowering), is necessary. The present study aims to assess the effect of flowering on the applicability of six different SD metrics for plant diversity monitoring at the local scale and to investigate how spatial resolution affects the results. Taxonomic diversity was calculated based on data collected in 159 plots of 1.5 m x 1.5 m with experimental mesic grassland communities. Spectral information was collected using a UAV-borne sensor measuring reflectance across six bands in the visible and near-infrared range at similar to 2 cm spatial resolution. Our results showed that, in the presence of flowering, the relationship between SD and plant diversity is significant and positive only when SD is calculated using categorical metrics. Despite the observed significance, the variance explained by the models was very low, with no evident differences when resampling spectral data to coarser pixel sizes. Such findings suggest that new insights into the possible confounding effects on the SD-plant diversity relationship in grassland communities are needed to use SD for monitoring purposes.
引用
收藏
页数:9
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