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Functional and biological diversity of foliar spectra in tree canopies throughout the Andes to Amazon region

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What this work says

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

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Current Protocols in Food Analytical Chemistry
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Chlorophylls and Carotenoids: Measurement and Characterization by UV ‐ VIS Spectroscopy
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LEAF OPTICAL PROPERTIES ALONG A VERTICAL GRADIENT IN A TROPICAL RAIN FOREST CANOPY IN COSTA RICA
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Very high resolution interpolated climate surfaces for global land areas
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Nitrogen Cycling in the Americas: Natural and Anthropogenic Influences and Controls
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Nitrogen cycling in tropical and temperate savannas
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The spatial variability of Amazonian soils under natural forest and pasture
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Petiole mechanics, leaf inclination, morphology, and investment in support in relation to light availability in the canopy of Liriodendron tulipifera
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Genetic variation in leaf pigment, optical and photosynthetic function among diverse phenotypes of Metrosideros polymorpha grown in a common garden
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Spectral changes with leaf aging in Amazon caatinga
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Understanding the Influences of Spatial Patterns on N Availability Within the Brazilian Amazon Forest
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Remote sensing of foliar chemistry
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A comparison of spectral reflectance properties at the needle, branch, and canopy level for selected Conifer species
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Chlorophylls and Carotenoids
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Brightness-normalized Partial Least Squares Regression for hyperspectral data
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PROSPECT+SAIL models: A review of use for vegetation characterization
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A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems
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Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies
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Retrieval of foliar information about plant pigment systems from high resolution spectroscopy
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Spectroscopy of canopy chemicals in humid tropical forests
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Impact of Tissue, Canopy, and Landscape Factors on the Hyperspectral Reflectance Variability of Arid Ecosystems
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Investigating a Physical Basis for Spectroscopic Estimates of Leaf Nitrogen Concentration
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Assessing photosynthetic radiation-use efficiency of emergent aquatic vegetation from spectral reflectance
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Seasonal patterns of canopy structure, biochemistry and spectral reflectance in a broad-leaved deciduous Fagus crenata canopy
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Solar energy conversion efficiencies during succession of a tropical rain forest in Amazonia
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Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information
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Energy balance and canopy conductance of a tropical semi‐deciduous forest of the southern Amazon Basin
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Seasonal patterns of tropical forest leaf area index and CO 2 exchange
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The worldwide leaf economics spectrum
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Continental-scale patterns of canopy tree composition and function across Amazonia
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Estimation of total phenolic content and other oxidation substrates in plant tissues using Folin–Ciocalteu reagent
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Ground-based and remotely sensed nutrient availability across a tropical landscape
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The evolution of antiherbivore defenses and their contribution to species coexistence in the tropical tree genus Inga
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Amazonian functional diversity from forest canopy chemical assembly
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Seasonal variation of leaf chlorophyll content of a temperate forest. Inversion of the PROSPECT model
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Seasonal production, allocation and cycling of carbon in two mid-elevation tropical montane forest plots in the Peruvian Andes
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The ecosystem dynamics of Amazonian and Andean forests
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Herbivores and the Number of Tree Species in Tropical Forests
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Spatial patterns and recent trends in the climate of tropical rainforest regions
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Application of imaging spectroscopy to mapping canopy nitrogen in the forests of the central appalachian mountains using hyperion and aviris
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Sparse Modeling Using Orthogonal Forward Regression With PRESS Statistic and Regularization
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Herbivory makes major contributions to ecosystem carbon and nutrient cycling in tropical forests
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Net primary productivity allocation and cycling of carbon along a tropical forest elevational transect in the Peruvian Andes
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Elevation effects on the carbon budget of tropical mountain forests (S Ecuador): the role of the belowground compartment
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Geological control of floristic composition in Amazonian forests
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Calcium and the cell wall
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Contrasting leaf chemical traits in tropical lianas and trees: implications for future forest composition
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Assessing the generality of global leaf trait relationships
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Causes and consequences of variation in leaf mass per area (LMA): a meta‐analysis
inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03536.xopenalex-snapshot
Sources of variability in canopy reflectance and the convergent properties of plants
inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03549.xopenalex-snapshot
Canopy phylogenetic, chemical and spectral assembly in a lowland Amazonian forest
inferredcites →https://doi.org/10.1111/j.1654-1103.2005.tb02371.xopenalex-snapshot
Context-dependent interactions between adult shrubs and seedlings in a semi-arid shrubland
inferredcites →https://doi.org/10.1111/jbi.12228openalex-snapshot
Why are there so many species in the tropics?
inferredcites →https://doi.org/10.1126/science.1066854openalex-snapshot
Beta-Diversity in Tropical Forest Trees
inferredcites →https://doi.org/10.1126/science.1098982openalex-snapshot
Herbivores Promote Habitat Specialization by Trees in Amazonian Forests
inferredcites →https://doi.org/10.1126/science.1243092openalex-snapshot
Hyperdominance in the Amazonian Tree Flora
inferredcites →https://doi.org/10.1126/science.1248110openalex-snapshot
On Tropical Forests and Their Pests
inferredcites →https://doi.org/10.1126/science.226.4674.537openalex-snapshot
Leaf Herbivores Decrease Fitness of a Tropical Plant
inferredcites →https://doi.org/10.1126/science.228.4704.1147openalex-snapshot
Imaging Spectrometry for Earth Remote Sensing
inferredcites →https://doi.org/10.1126/science.269.5220.63openalex-snapshot
Dissecting Amazonian Biodiversity
inferredcites →https://doi.org/10.1146/annurev.ecolsys.27.1.305openalex-snapshot
HERBIVORY AND PLANT DEFENSES IN TROPICAL FORESTS
inferredcites →https://doi.org/10.1201/9781420053432-12openalex-snapshot
Hyperspectral Remote Sensing of Canopy Chemistry, Physiology, and Biodiversity in Tropical Rainforests
inferredcites →https://doi.org/10.1201/9781420053432.ch12openalex-snapshot
Hyperspectral Remote Sensing of Canopy Chemistry, Physiology, and Biodiversity in Tropical Rainforests
inferredcites →https://doi.org/10.1201/b15416openalex-snapshot
Extending the Linear Model with R
inferredcites →https://doi.org/10.1364/ao.4.000011openalex-snapshot
Spectral Properties of Plants
inferredcites →https://doi.org/10.1641/0006-3568(2004)054[0523:uistse]2.0.co;2openalex-snapshot
Using Imaging Spectroscopy to Study Ecosystem Processes and Properties
inferredcites →https://doi.org/10.1890/0012-9658(2006)87[150:tgtahs]2.0.co;2openalex-snapshot
THE GROWTH–DEFENSE TRADE-OFF AND HABITAT SPECIALIZATION BY PLANTS IN AMAZONIAN FORESTS
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CONTROLS OVER FOLIAR N:P RATIOS IN TROPICAL RAIN FORESTS
inferredcites →https://doi.org/10.1890/1051-0761(2002)012[1286:deoafp]2.0.co;2openalex-snapshot
DIRECT ESTIMATION OF ABOVEGROUND FOREST PRODUCTIVITY THROUGH HYPERSPECTRAL REMOTE SENSING OF CANOPY NITROGEN
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Observing changing ecological diversity in the Anthropocene
inferredcites →https://doi.org/10.2307/1940675openalex-snapshot
Experimental Studies of Seedling Recruitment from Contrasting Seed Distributions
inferredcites →https://doi.org/10.2307/1942495openalex-snapshot
Herbivory and Defensive Characteristics of Tree Species in a Lowland Tropical Forest
inferredcites →https://doi.org/10.2307/2257748openalex-snapshot
A Comparison of Montane and Lowland Rain Forest in Ecuador I. The Forest Structure, Physiognomy, and Floristics
inferredcites →https://doi.org/10.2307/2399464openalex-snapshot
Changes in Plant Community Diversity and Floristic Composition on Environmental and Geographical Gradients
inferredcites →https://doi.org/10.5194/bg-11-843-2014openalex-snapshot
Landscape-scale changes in forest structure and functional traits along an Andes-to-Amazon elevation gradient
inferredcites →https://doi.org/10.5194/bg-6-2677-2009openalex-snapshot
Basin-wide variations in foliar properties of Amazonian forest: phylogeny, soils and climate
inferredcites →https://doi.org/10.5194/bg-9-2203-2012openalex-snapshot
Basin-wide variations in Amazon forest structure and function are mediated by both soils and climate
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Nutritional ecology of the ruminant
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Nutritional Ecology of the Ruminant

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4819390openalex-extracted
Foliar Chlorophyll and Carotenoid Contents of European Aspen Assessed by Airborne Imaging Spectroscopy Across Protected and Nonprotected Boreal Forests
inferred← citeshttps://doi.org/10.1002/2017jg003883openalex-snapshot
Can Leaf Spectroscopy Predict Leaf and Forest Traits Along a Peruvian Tropical Forest Elevation Gradient?
inferred← citeshttps://doi.org/10.1002/ajb2.16314openalex-snapshot
Foliar spectra accurately distinguish most temperate tree species and show strong phylogenetic signal
inferred← citeshttps://doi.org/10.1002/aps3.11516openalex-snapshot
Infrared spectroscopy for ploidy estimation: An example in two species of Veronica using fresh and herbarium specimens
inferred← citeshttps://doi.org/10.1002/eap.1728openalex-snapshot
Near‐infrared spectrometry allows fast and extensive predictions of functional traits from dry leaves and branches
inferred← citeshttps://doi.org/10.1002/ece3.7758openalex-snapshot
Remotely sensed between‐individual functional trait variation in a temperate forest
inferred← citeshttps://doi.org/10.1002/ece3.8718openalex-snapshot
A spectral analysis of stem bark for boreal and temperate tree species
inferred← citeshttps://doi.org/10.1002/eco.2539openalex-snapshot
Orthophosphate fluxes in scattered trees from fragmented Andean landscapes highlight a biogeochemical role of foliar traits in pioneer species
inferred← citeshttps://doi.org/10.1002/ecs2.3362openalex-snapshot
Exploring the links between secondary metabolites and leaf spectral reflectance in a diverse genus of Amazonian trees
inferred← citeshttps://doi.org/10.1002/ecs2.4880openalex-snapshot
Climate and shared evolutionary history drive trait variation among species of Neotropical understory monocots
inferred← citeshttps://doi.org/10.1002/ecy.70366openalex-snapshot
Genome‐wide associations of leaf spectral variation in MAGIC lines of Nicotiana attenuata
inferred← citeshttps://doi.org/10.1002/tax.12022openalex-snapshot
Reestablishment of Protium cordatum (Burseraceae) based on integrative taxonomy
inferred← citeshttps://doi.org/10.1007/978-3-030-33157-3_14openalex-snapshot
How the Optical Properties of Leaves Modify the Absorption and Scattering of Energy and Enhance Leaf Functionality
inferred← citeshttps://doi.org/10.1007/978-3-030-33157-3_3openalex-snapshot
Scaling Functional Traits from Leaves to Canopies
inferred← citeshttps://doi.org/10.1007/978-3-030-33157-3_5openalex-snapshot
Lessons Learned from Spectranomics: Wet Tropical Forests
inferred← citeshttps://doi.org/10.1007/978-3-030-33157-3_8openalex-snapshot
Linking Foliar Traits to Belowground Processes
inferred← citeshttps://doi.org/10.1007/978-3-032-21559-8_11openalex-snapshot
The Complex Interplay Between Landslides and Spatial and Temporal Gradients in Andean Tropical Montane Forests
inferred← citeshttps://doi.org/10.1007/s00468-024-02508-7openalex-snapshot
A systematic review of leaf and wood traits in the Neotropics: environmental gradients and functionality
inferred← citeshttps://doi.org/10.1007/s10265-021-01265-9openalex-snapshot
Using near-infrared spectroscopy to discriminate closely related species: a case study of neotropical ferns
inferred← citeshttps://doi.org/10.1007/s10265-026-01697-1openalex-snapshot
A comparison of interspecific and intraspecific phenotypic variation in spectral signatures of ferns with robust versus uncertain species boundaries
inferred← citeshttps://doi.org/10.1007/s10530-019-02073-yopenalex-snapshot
A competition experiment of an invasive alien grass and two native species: are functionally similar species better competitors?
inferred← citeshttps://doi.org/10.1016/j.agrformet.2019.107744openalex-snapshot
Tree species classification in a temperate mixed forest using a combination of imaging spectroscopy and airborne laser scanning
inferred← citeshttps://doi.org/10.1016/j.compag.2025.110178openalex-snapshot
Characterizing key foliar functional traits of subtropical evergreen forests in South China using leaf and UAV-based spectroscopy
inferred← citeshttps://doi.org/10.1016/j.cosust.2018.03.005openalex-snapshot
Genomics meets remote sensing in global change studies: monitoring and predicting phenology, evolution and biodiversity
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2023.102141openalex-snapshot
Species classification from hyperspectral leaf information using machine learning approaches
inferred← citeshttps://doi.org/10.1016/j.fcr.2021.108330openalex-snapshot
Upscaling from leaf to canopy: Improved spectral indices for leaf biochemical traits estimation by minimizing the difference between leaf adaxial and abaxial surfaces
inferred← citeshttps://doi.org/10.1016/j.foreco.2017.09.003openalex-snapshot
Discrimination of taxonomic identity at species, genus and family levels using Fourier Transformed Near-Infrared Spectroscopy (FT-NIR)
inferred← citeshttps://doi.org/10.1016/j.foreco.2018.06.002openalex-snapshot
Recognizing Amazonian tree species in the field using bark tissues spectra
inferred← citeshttps://doi.org/10.1016/j.gecco.2016.09.010openalex-snapshot
Spectranomics: Emerging science and conservation opportunities at the interface of biodiversity and remote sensing
inferred← citeshttps://doi.org/10.1016/j.gecco.2025.e03970openalex-snapshot
Exploring the potential of field spectroscopy for tree species identification in different Amazonian forest ecosystems
inferred← citeshttps://doi.org/10.1016/j.geoderma.2018.07.010openalex-snapshot
Soil affects throughfall and stemflow under Turkey oak (Quercus cerris L.)
inferred← citeshttps://doi.org/10.1016/j.heliyon.2022.e09795openalex-snapshot
A local model based on environmental variables clustering for estimating foliar phosphorus of rubber trees with vis-NIR spectroscopic data
inferred← citeshttps://doi.org/10.1016/j.infrared.2023.104642openalex-snapshot
Estimating foliar phosphorus of rubber trees using locally modelling approach with hyperspectral reflectance
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2016.03.010openalex-snapshot
Mapping of macro and micro nutrients of mixed pastures using airborne AisaFENIX hyperspectral imagery
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2018.09.013openalex-snapshot
Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2021.05.003openalex-snapshot
Characterizing and classifying urban tree species using bi-monthly terrestrial hyperspectral images in Hong Kong
inferred← citeshttps://doi.org/10.1016/j.jag.2019.102037openalex-snapshot
Comparing methods for mapping canopy chlorophyll content in a mixed mountain forest using Sentinel-2 data
inferred← citeshttps://doi.org/10.1016/j.orggeochem.2016.07.004openalex-snapshot
Production of leaf wax n-alkanes across a tropical forest elevation transect
inferred← citeshttps://doi.org/10.1016/j.rsase.2026.102039openalex-snapshot
Relationships between spectral and biological diversity depend on season and habitat type
inferred← citeshttps://doi.org/10.1016/j.rse.2016.07.014openalex-snapshot
Leaf spectral clusters as potential optical leaf functional types within California ecosystems
inferred← citeshttps://doi.org/10.1016/j.rse.2017.02.002openalex-snapshot
Examining spectral reflectance features related to Arctic percent vegetation cover: Implications for hyperspectral remote sensing of Arctic tundra
inferred← citeshttps://doi.org/10.1016/j.rse.2017.05.019openalex-snapshot
Estimation of photosynthesis traits from leaf reflectance spectra: Correlation to nitrogen content as the dominant mechanism
inferred← citeshttps://doi.org/10.1016/j.rse.2017.09.037openalex-snapshot
Identifying the genus or species of individual trees using a three-wavelength airborne lidar system
inferred← citeshttps://doi.org/10.1016/j.rse.2020.111828openalex-snapshot
Accuracy and limitations for spectroscopic prediction of leaf traits in seasonally dry tropical environments
inferred← citeshttps://doi.org/10.1016/j.rse.2020.112176openalex-snapshot
Spectral subdomains and prior estimation of leaf structure improves PROSPECT inversion on reflectance or transmittance alone
inferred← citeshttps://doi.org/10.1016/j.rse.2021.112767openalex-snapshot
Predicting leaf traits of temperate broadleaf deciduous trees from hyperspectral reflectance: can a general model be applied across a growing season?
inferred← citeshttps://doi.org/10.1016/j.rse.2022.113023openalex-snapshot
Characterizing seasonal variation in foliar biochemistry with airborne imaging spectroscopy
inferred← citeshttps://doi.org/10.1016/j.rse.2025.114721openalex-snapshot
Spatially continuous mapping of pre-fire fuel characteristics with imaging spectroscopy and lidar for fire emissions modeling
inferred← citeshttps://doi.org/10.1016/j.tree.2015.03.015openalex-snapshot
Plant species effects on nutrient cycling: revisiting litter feedbacks
inferred← citeshttps://doi.org/10.1016/j.tree.2020.08.003openalex-snapshot
Quantifying Tropical Plant Diversity Requires an Integrated Technological Approach
inferred← citeshttps://doi.org/10.1017/9781108686457openalex-snapshot
Leaf Optical Properties
inferred← citeshttps://doi.org/10.1017/9781108686457.001openalex-snapshot
A Brief History of Leaf Color
inferred← citeshttps://doi.org/10.1017/9781108686457.002openalex-snapshot
Leaf Biophysics
inferred← citeshttps://doi.org/10.1017/9781108686457.003openalex-snapshot
Spectroscopy of Leaf Molecules
inferred← citeshttps://doi.org/10.1017/9781108686457.004openalex-snapshot
Measurement of Leaf Optical Properties
inferred← citeshttps://doi.org/10.1017/9781108686457.005openalex-snapshot
Leaf Optical Properties in Different Wavelength Domains
inferred← citeshttps://doi.org/10.1017/9781108686457.006openalex-snapshot
Variation Due to Leaf Structural, Chemical, and Physiological Traits
inferred← citeshttps://doi.org/10.1017/9781108686457.007openalex-snapshot
Variations Due to Leaf Abiotic and Biotic Factors
inferred← citeshttps://doi.org/10.1017/9781108686457.008openalex-snapshot
Comprehensive Reviews of Leaf Optical Properties Models
inferred← citeshttps://doi.org/10.1017/9781108686457.009openalex-snapshot
Modeling Leaf Optical Properties: prospect
inferred← citeshttps://doi.org/10.1017/9781108686457.010openalex-snapshot
Modeling Three-Dimensional Leaf Optical Properties: raytran
inferred← citeshttps://doi.org/10.1017/9781108686457.011openalex-snapshot
Extraction of Leaf Traits
inferred← citeshttps://doi.org/10.1017/9781108686457.012openalex-snapshot
Applications of Leaf Optics
inferred← citeshttps://doi.org/10.1017/9781108686457.013openalex-snapshot
Conclusion
inferred← citeshttps://doi.org/10.1017/9781108686457.014openalex-snapshot
Glossary and Acronym List
inferred← citeshttps://doi.org/10.1017/9781108686457.015openalex-snapshot
Leaf Molecules
inferred← citeshttps://doi.org/10.1017/9781108686457.016openalex-snapshot
Planck’s Law
inferred← citeshttps://doi.org/10.1017/9781108686457.017openalex-snapshot
Radiometry
inferred← citeshttps://doi.org/10.1017/9781108686457.018openalex-snapshot
Fresnel’s Equations
inferred← citeshttps://doi.org/10.1017/9781108686457.019openalex-snapshot
Beer–Lambert Law
inferred← citeshttps://doi.org/10.1017/9781108686457.020openalex-snapshot
Kubelka–Munk Theory
inferred← citeshttps://doi.org/10.1017/9781108686457.021openalex-snapshot
Global Sensitivity Analysis
inferred← citeshttps://doi.org/10.1017/9781108686457.022openalex-snapshot
Leaf Three-Dimensional Reconstruction
inferred← citeshttps://doi.org/10.1017/9781108686457.023openalex-snapshot
Leaf Online Databases and Models
inferred← citeshttps://doi.org/10.1017/9781108686457.024openalex-snapshot
Index
inferred← citeshttps://doi.org/10.1017/9781108686457.025openalex-snapshot
Plate Section (PDF Only)
inferred← citeshttps://doi.org/10.1017/9781108686457.026openalex-snapshot
Preface
inferred← citeshttps://doi.org/10.1017/eds.2024.53openalex-snapshot
OpenForest: a data catalog for machine learning in forest monitoring
inferred← citeshttps://doi.org/10.1029/2024jg008108openalex-snapshot
Satellite Derived Trait Data Slightly Improves Tropical Forest Biomass, NPP and GPP Estimates
inferred← citeshttps://doi.org/10.1029/2024jg008404openalex-snapshot
Leaf Spectroscopy Reveals Drought Response Variation in Fagus sylvatica Saplings From Across the Species' Range
inferred← citeshttps://doi.org/10.1038/srep29549openalex-snapshot
The discovery of the Amazonian tree flora with an updated checklist of all known tree taxa
inferred← citeshttps://doi.org/10.1080/15481603.2023.2168410openalex-snapshot
Exploring the potential of transmittance vegetation indices for leaf functional traits retrieval
inferred← citeshttps://doi.org/10.1088/1748-9326/ab2eaeopenalex-snapshot
Changes in leaf functional traits of rainforest canopy trees associated with an El Niño event in Borneo
inferred← citeshttps://doi.org/10.1088/1748-9326/abf464openalex-snapshot
Multiscale mapping of plant functional groups and plant traits in the High Arctic using field spectroscopy, UAV imagery and Sentinel-2A data
inferred← citeshttps://doi.org/10.1093/jxb/erab295openalex-snapshot
A best-practice guide to predicting plant traits from leaf-level hyperspectral data using partial least squares regression
inferred← citeshttps://doi.org/10.1101/2020.06.03.131375openalex-snapshot
Leaf reflectance can surrogate foliar economics better than physiological traits across macrophyte species
inferred← citeshttps://doi.org/10.1101/2023.05.09.538942openalex-snapshot
Environmentally driven changes in leaf spectral signatures impact plant spectral taxonomy
inferred← citeshttps://doi.org/10.1109/metroagrifor58484.2023.10424124openalex-snapshot
Foliar hyperspectral identification of butternut canker infection in pure and hybridized butternut (Juglans cinerea)
inferred← citeshttps://doi.org/10.1111/1365-2435.14549openalex-snapshot
Tree and mycorrhizal fungal diversity drive intraspecific and intraindividual trait variation in temperate forests: Evidence from a tree diversity experiment
inferred← citeshttps://doi.org/10.1111/1365-2745.13972openalex-snapshot
Plant spectra as integrative measures of plant phenotypes
inferred← citeshttps://doi.org/10.1111/2041-210x.12642openalex-snapshot
How to predict plant functional types using imaging spectroscopy: linking vegetation community traits, plant functional types and spectral response
inferred← citeshttps://doi.org/10.1111/conl.13131openalex-snapshot
Acoustic Indices Predict Recovery of Tropical Bird Communities for Taxonomic and Functional Composition
inferred← citeshttps://doi.org/10.1111/gcb.12822openalex-snapshot
Observing terrestrial ecosystems and the carbon cycle from space
inferred← citeshttps://doi.org/10.1111/jvs.12608openalex-snapshot
Invasive acacias differ from native dune species in the hyperspectral/biochemical trait space
inferred← citeshttps://doi.org/10.1111/jvs.12925openalex-snapshot
Modern pollen rain predicts shifts in plant trait composition but not plant diversity along the Andes–Amazon elevational gradient
inferred← citeshttps://doi.org/10.1111/nph.13382openalex-snapshot
Drought‐related tree mortality: addressing the gaps in understanding and prediction
inferred← citeshttps://doi.org/10.1111/nph.14051openalex-snapshot
Convergence in relationships between leaf traits, spectra and age across diverse canopy environments and two contrasting tropical forests
inferred← citeshttps://doi.org/10.1111/nph.14121openalex-snapshot
Variation in leaf wettability traits along a tropical montane elevation gradient
inferred← citeshttps://doi.org/10.1111/nph.16771openalex-snapshot
Leaf reflectance spectra capture the evolutionary history of seed plants
inferred← citeshttps://doi.org/10.1111/nph.16852openalex-snapshot
Jeannine Cavender‐Bares
inferred← citeshttps://doi.org/10.1111/nph.18204openalex-snapshot
Leaf spectroscopy reveals divergent inter‐ and intra‐species foliar trait covariation and trait–environment relationships across NEON domains
inferred← citeshttps://doi.org/10.1111/nph.18902openalex-snapshot
Evolutionary history explains foliar spectral differences between arbuscular and ectomycorrhizal plant species
inferred← citeshttps://doi.org/10.1111/nph.70219openalex-snapshot
Deciphering the variability of leaf phosphorus‐allocation strategies using leaf economic traits and reflectance spectroscopy across diverse forest types
inferred← citeshttps://doi.org/10.1111/plb.13710openalex-snapshot
Species‐specific functional trait responses in two species coexisting along a shore‐to‐inland dune gradient
inferred← citeshttps://doi.org/10.1126/sciadv.adr0278openalex-snapshot
Plant diversity across dimensions: Coupling biodiversity measures from the ground and the sky
inferred← citeshttps://doi.org/10.1186/s13007-023-01089-9openalex-snapshot
Evaluating potential of leaf reflectance spectra to monitor plant genetic variation
inferred← citeshttps://doi.org/10.1371/journal.pone.0118403openalex-snapshot
Operational Tree Species Mapping in a Diverse Tropical Forest with Airborne Imaging Spectroscopy
inferred← citeshttps://doi.org/10.1371/journal.pone.0134521openalex-snapshot
Near Infrared Spectroscopy Facilitates Rapid Identification of Both Young and Mature Amazonian Tree Species
inferred← citeshttps://doi.org/10.17521/cjpe.2022.0223openalex-snapshot
Hyperspectral remote sensing of plant functional traits: monitoring techniques and future advances
inferred← citeshttps://doi.org/10.17863/cam.42695openalex-snapshot
Leaf and canopy responses to forest degradation and extreme climatic events: a remote sensing perspective
inferred← citeshttps://doi.org/10.18174/387682openalex-snapshot
Multidimensional remote sensing based mapping of tropical forests and their dynamics
inferred← citeshttps://doi.org/10.2139/ssrn.6030951openalex-snapshot
Calibrating and validating a Sentinel-2 leaf area index model to characterise landscape scale variability in dryland vegetation response to rainfall
inferred← citeshttps://doi.org/10.2139/ssrn.6179169openalex-snapshot
PadSpectra: A Transformer-based Mixture-of-Experts AutoEncoder for Leafand soil Spectral Reconstruction in the Solar Range
inferred← citeshttps://doi.org/10.2172/1326747openalex-snapshot
Aerial Observation Needs Workshop, May 13-14, 2015
inferred← citeshttps://doi.org/10.3389/ffgc.2023.1091387openalex-snapshot
Developing a more complete understanding of tropical montane forest disturbance ecology through landslide research
inferred← citeshttps://doi.org/10.3389/ffgc.2023.1112560openalex-snapshot
Fine-grained water availability drives divergent trait selection in Amazonian trees
inferred← citeshttps://doi.org/10.3389/fpls.2018.00836openalex-snapshot
Divergent Secondary Metabolites and Habitat Filtering Both Contribute to Tree Species Coexistence in the Peruvian Amazon
inferred← citeshttps://doi.org/10.3389/fpls.2019.01810openalex-snapshot
Covariance of Sun and Shade Leaf Traits Along a Tropical Forest Elevation Gradient
inferred← citeshttps://doi.org/10.3389/fpls.2024.1426077openalex-snapshot
Utilizing VSWIR spectroscopy for macronutrient and micronutrient profiling in winter wheat
inferred← citeshttps://doi.org/10.3390/ecologies4040045openalex-snapshot
Spectral Patterns of Pixels and Objects of the Forest Phytophysiognomies in the Anauá National Forest, Roraima State, Brazil
inferred← citeshttps://doi.org/10.3390/f16050724openalex-snapshot
Intra-Plant Variation in Leaf Dry Mass per Area (LMA): Effects of Leaf–Shoot Orientation and Vertical Position on Dry Mass and Area Scaling
inferred← citeshttps://doi.org/10.3390/rs10020199openalex-snapshot
An Approach for Foliar Trait Retrieval from Airborne Imaging Spectroscopy of Tropical Forests
inferred← citeshttps://doi.org/10.3390/rs10101532openalex-snapshot
Mapping the Leaf Economic Spectrum across West African Tropical Forests Using UAV-Acquired Hyperspectral Imagery
inferred← citeshttps://doi.org/10.3390/rs11050588openalex-snapshot
Identification of the Best Hyperspectral Indices in Estimating Plant Species Richness in Sandy Grasslands
inferred← citeshttps://doi.org/10.3390/rs11091100openalex-snapshot
Discrimination of Canopy Structural Types in the Sierra Nevada Mountains in Central California
inferred← citeshttps://doi.org/10.3390/rs12010026openalex-snapshot
Retrieving Foliar Traits of Quercus garryana var. garryana across a Modified Landscape Using Leaf Spectroscopy and LiDAR
inferred← citeshttps://doi.org/10.3390/rs12152448openalex-snapshot
Foliar Spectra and Traits of Bog Plants across Nitrogen Deposition Gradients
inferred← citeshttps://doi.org/10.3390/rs12162579openalex-snapshot
Toward Mapping Dietary Fibers in Northern Ecosystems Using Hyperspectral and Multispectral Data
inferred← citeshttps://doi.org/10.3390/rs15040896openalex-snapshot
Study of Genetic Variation in Bermuda Grass along Longitudinal and Latitudinal Gradients Using Spectral Reflectance
inferred← citeshttps://doi.org/10.3390/rs15102622openalex-snapshot
Mangrove Biodiversity Assessment Using UAV Lidar and Hyperspectral Data in China’s Pinglu Canal Estuary
inferred← citeshttps://doi.org/10.3390/rs16214064openalex-snapshot
Mapping Leaf Mass Per Area and Equivalent Water Thickness from PRISMA and EnMAP
inferred← citeshttps://doi.org/10.3390/rs16234363openalex-snapshot
Biodiversity from the Sky: Testing the Spectral Variation Hypothesis in the Brazilian Atlantic Forest
inferred← citeshttps://doi.org/10.3390/rs17111806openalex-snapshot
Integrating Hyperspectral Imaging, Plant Functional Diversity, and Soil-Lithology to Uncover Mountainscape Disturbance Dynamics Induced by Landsliding
inferred← citeshttps://doi.org/10.3390/rs18152477openalex-snapshot
An Integrated Deep Learning Approach to Estimate Canopy Height and Uncertainty by Combining Seasonal Optical, SAR and Limited GEDI LiDAR Data over Ontario’s Managed Forests, Canada
inferred← citeshttps://doi.org/10.3390/rs70709045openalex-snapshot
Prediction of Macronutrients at the Canopy Level Using Spaceborne Imaging Spectroscopy and LiDAR Data in a Mixedwood Boreal Forest
inferred← citeshttps://doi.org/10.3390/rs8020112openalex-snapshot
Characterization of a Highly Biodiverse Floodplain Meadow Using Hyperspectral Remote Sensing within a Plant Functional Trait Framework
inferred← citeshttps://doi.org/10.3390/rs8030221openalex-snapshot
Associations of Leaf Spectra with Genetic and Phylogenetic Variation in Oaks: Prospects for Remote Detection of Biodiversity
inferred← citeshttps://doi.org/10.3390/rs8121029openalex-snapshot
Understanding Forest Health with Remote Sensing -Part I—A Review of Spectral Traits, Processes and Remote-Sensing Characteristics
inferred← citeshttps://doi.org/10.3390/su152115606openalex-snapshot
Provenance Identification of Leaves and Nuts of Bertholletia excelsa Bonpl by Near-Infrared Spectroscopy and Color Parameters for Sustainable Extraction
inferred← citeshttps://doi.org/10.34133/plantphenomics.0197openalex-snapshot
Characterization and Identification of NPK Stress in Rice Using Terrestrial Hyperspectral Images
inferred← citeshttps://doi.org/10.3417/2012016openalex-snapshot
Organismic Remote Sensing for Tropical Forest Ecology and Conservation1,2
inferred← citeshttps://doi.org/10.46357/bcnaturais.v11i2.431openalex-snapshot
A descoberta da flora arbórea da Amazônia com uma lista atualizada de todos os taxa arbóreos conhecidos
inferred← citeshttps://doi.org/10.47328/ufvbbt.2022.762openalex-snapshot
Como a espectroscopia foliar pode contribuir para a caracterização funcional da vegetação de altitude?
inferred← citeshttps://doi.org/10.5194/bg-14-3371-2017openalex-snapshot
On the challenges of using field spectroscopy to measure the impact of soil type on leaf traits
inferred← citeshttps://doi.org/10.5424/fs/2025343-20923openalex-snapshot
NIR spectroscopy for tree species identification based on different samples: a review
inferred← citeshttps://doi.org/10.70675/b9a59e53ze044z4392z8a79z9b269d1a80abopenalex-snapshot
Exploring Annonaceae-insect interactions in neotropical rain forests : a comprehensive study of local, defensive strategies, and evolutionary patterns
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