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Hyperspectral retrieval of leaf physiological traits and their links to ecosystem productivity in grassland monocultures

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Differential responses of plant functional trait to grazing between two contrasting dominant C3 and C4 species in a typical steppe of Inner Mongolia, China
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Estimating leaf biochemistry using the PROSPECT leaf optical properties model
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Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels
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Retrieval of foliar information about plant pigment systems from high resolution spectroscopy
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Modeling directional–hemispherical reflectance and transmittance of fresh and dry leaves from 0.4μm to 5.7μm with the PROSPECT-VISIR model
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Retrieval of spruce leaf chlorophyll content from airborne image data using continuum removal and radiative transfer
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Quantifying forest canopy traits: Imaging spectroscopy versus field survey
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PROSPECT-D: Towards modeling leaf optical properties through a complete lifecycle
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Mapping foliar functional traits and their uncertainties across three years in a grassland experiment
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UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data
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Advantages of retrieving pigment content [μg/cm2] versus concentration [%] from canopy reflectance
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Estimating the foliar biochemical concentration of leaves with reflectance spectrometry
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PLS-regression: a basic tool of chemometrics
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Discriminating tropical grass (Cenchrus ciliaris) canopies grown under different nitrogen treatments using spectroradiometry
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The global spectrum of plant form and function
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inferredcites →https://doi.org/10.1093/aob/mcq066openalex-snapshot
The role of plant traits and their plasticity in the response of pasture grasses to nutrients and cutting frequency
inferredcites →https://doi.org/10.1093/jxb/erl123openalex-snapshot
Hyperspectral remote sensing of plant pigments
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Sparse Modeling Using Orthogonal Forward Regression With PRESS Statistic and Regularization
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inferredcites →https://doi.org/10.1111/j.1461-0248.2010.01476.xopenalex-snapshot
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inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03284.xopenalex-snapshot
Remote sensing of plant functional types
inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03468.xopenalex-snapshot
Intraspecific trait variation and covariation in a widespread tree species (Nothofagus pumilio) in southern Chile
inferredcites →https://doi.org/10.1111/j.1469-8137.2011.03952.xopenalex-snapshot
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inferredcites →https://doi.org/10.1111/j.1654-1103.2012.01473.xopenalex-snapshot
Inter‐specific and intra‐specific trait variation along short environmental gradients in an old‐growth temperate forest
inferredcites →https://doi.org/10.1111/jvs.12525openalex-snapshot
Linking plant strategies and plant traits derived by radiative transfer modelling
inferredcites →https://doi.org/10.1126/sciadv.aaw8114openalex-snapshot
Informing trait-based ecology by assessing remotely sensed functional diversity across a broad tropical temperature gradient
inferredcites →https://doi.org/10.1126/science.1231574openalex-snapshot
Global Leaf Trait Relationships: Mass, Area, and the Leaf Economics Spectrum
inferredcites →https://doi.org/10.1890/07-1206.1openalex-snapshot
NEW MULTIDIMENSIONAL FUNCTIONAL DIVERSITY INDICES FOR A MULTIFACETED FRAMEWORK IN FUNCTIONAL ECOLOGY
inferredcites →https://doi.org/10.1890/070152openalex-snapshot
Airborne spectranomics: mapping canopy chemical and taxonomic diversity in tropical forests
inferredcites →https://doi.org/10.1890/09-1999.1openalex-snapshot
Taxonomy and remote sensing of leaf mass per area (LMA) in humid tropical forests
inferredcites →https://doi.org/10.1890/09-2335.1openalex-snapshot
Functional traits and the growth–mortality trade‐off in tropical trees
inferredcites →https://doi.org/10.1890/11-0843.1openalex-snapshot
Interactions among lignin, cellulose, and nitrogen drive litter chemistry–decay relationships
inferredcites →https://doi.org/10.1890/13-2186.1openalex-snapshot
Resistance and resilience of a grassland ecosystem to climate extremes
inferredcites →https://doi.org/10.2307/2937116openalex-snapshot
Leaf Life‐Span in Relation to Leaf, Plant, and Stand Characteristics among Diverse Ecosystems
inferredcites →https://doi.org/10.3390/agronomy9020054openalex-snapshot
Biomass Prediction of Heterogeneous Temperate Grasslands Using an SfM Approach Based on UAV Imaging
inferredcites →https://doi.org/10.3390/rs10071082openalex-snapshot
Estimating Biomass and Nitrogen Amount of Barley and Grass Using UAV and Aircraft Based Spectral and Photogrammetric 3D Features
inferredcites →https://doi.org/10.3390/rs10101532openalex-snapshot
Mapping the Leaf Economic Spectrum across West African Tropical Forests Using UAV-Acquired Hyperspectral Imagery
inferredcites →https://doi.org/10.3390/rs8030216openalex-snapshot
The Optimal Leaf Biochemical Selection for Mapping Species Diversity Based on Imaging Spectroscopy

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1002/ece3.11533openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/ece3.71829openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-022-20305-yopenalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.ecoinf.2025.103361openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.fcr.2024.109660openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2022.09.012openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jag.2023.103383openalex-snapshot
UAV multispectral images for accurate estimation of the maize LAI considering the effect of soil background
inferred← citeshttps://doi.org/10.1016/j.jag.2024.103868openalex-snapshot
Satellite hyperspectral imagery reveals scale dependence of functional diversity patterns in a Qinghai-Tibetan alpine meadow
inferred← citeshttps://doi.org/10.1016/j.jag.2025.104857openalex-snapshot
Modeling grassland parameters with hyperspectral satellite data: Comparison of sensors, acquisition times and spectral transformations
inferred← citeshttps://doi.org/10.1016/j.plaphe.2025.100142openalex-snapshot
Multi-trait spectral modeling for estimating grapevine leaf traits and nutrients
inferred← citeshttps://doi.org/10.1016/j.rse.2023.113580openalex-snapshot
From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data
inferred← citeshttps://doi.org/10.1016/j.rse.2023.113958openalex-snapshot
Mapping functional diversity of canopy physiological traits using UAS imaging spectroscopy
inferred← citeshttps://doi.org/10.1016/j.rse.2024.114562openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.scienta.2026.115029openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.tplants.2023.09.001openalex-snapshot
Are unmanned aerial vehicle-based hyperspectral imaging and machine learning advancing crop science?
inferred← citeshttps://doi.org/10.1029/2024ef004648openalex-snapshot
Remotely Sensed Variables Predict Grassland Diversity Better at Scales Below 1,000 km as Opposed to Abiotic Variables That Predict It Better at Larger Scales
inferred← citeshttps://doi.org/10.1080/2150704x.2022.2088255openalex-snapshot
Hyperspectral differences between sunlit and shaded leaves in a Manchurian ash canopy in Northeast China
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Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
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inferred← citeshttps://doi.org/10.17521/cjpe.2022.0077openalex-snapshot
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inferred← citeshttps://doi.org/10.17521/cjpe.2022.0104openalex-snapshot
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inferred← citeshttps://doi.org/10.17521/cjpe.2022.0223openalex-snapshot
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inferred← citeshttps://doi.org/10.23977/acss.2024.080502openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/d17090652openalex-snapshot
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