4.7 Review

Plant spectra as integrative measures of plant phenotypes

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Ecology

Remotely detected aboveground plant function predicts belowground processes in two prairie diversity experiments

Jeannine Cavender-Bares et al.

Summary: The study shows that imaging spectroscopy can detect vegetation information and predict belowground plant and soil processes. There are contrasting relationships between aboveground vegetation quantity and quality with belowground soil attributes, indicating differences in influencing factors for belowground processes in different grassland systems.

ECOLOGICAL MONOGRAPHS (2022)

Article Plant Sciences

Global analysis of trait-trait relationships within and between species

Jianhong Zhou et al.

Summary: This study proposed a novel approach to distinguish trait-trait relationships between species that may represent plant strategies versus those relationships driven by common drivers; within the leaf economic spectrum (LES) traits, the relationships within species were significantly stronger; the frequent coincidental trait-trait relationships between species imply the need to seriously consider decoupling trait relationships in future research.

NEW PHYTOLOGIST (2022)

Article Environmental Sciences

Canopy spectral reflectance detects oak wilt at the landscape scale using phylogenetic discrimination

Gerard Sapes et al.

Summary: The study developed a PLS-DA model using airborne hyperspectral reflectance to detect oak wilt disease. The use of SWIR wavelengths and a phylogenetic approach improved the accuracy of the model. Multispectral indices associated with physiological decline were important for detecting oak wilt, particularly those related to canopy photosynthetic activity and water status.

REMOTE SENSING OF ENVIRONMENT (2022)

Article Environmental Sciences

PROSPECT-PRO for estimating content of nitrogen-containing leaf proteins and other carbon-based constituents

Jean-Baptiste Feret et al.

Summary: A new PROSPECT-PRO model was developed to accurately differentiate nitrogen-based constituents from carbon-based constituents and estimate foliar protein content from optical properties of vegetation. The model performed well across various plant samples and showed promising potential for involvement in precision agriculture and ecological applications.

REMOTE SENSING OF ENVIRONMENT (2021)

Article Ecology

PhenoSpace: A Shiny application to visualize trait data in the phenotypic space of the global spectrum of plant form and function

Jules Segrestin et al.

Summary: PhenoSpace is an application that visualizes and exports the position of plants in the phenotypic space of the global spectrum. It allows users to visualize the phenotypic space, project trait data onto the space, and download figures and loadings for further analysis. This tool facilitates comparison and synthesis of results across different continents and environments for comparative plant ecology.

ECOLOGY AND EVOLUTION (2021)

Article Geosciences, Multidisciplinary

Tree Canopies Reflect Mycorrhizal Composition

Daniel Sousa et al.

Summary: Imaging spectroscopy technology can improve maps of tree-mycorrhizal associations by capturing accurate ground truth observations through forest canopy signals. This approach could greatly enhance the spatial precision of mycorrhizal distributions globally and facilitate the incorporation of dynamic shifts in forest composition into Earth system models.

GEOPHYSICAL RESEARCH LETTERS (2021)

Article Ecology

Plant spectral diversity as a surrogate for species, functional and phylogenetic diversity across a hyper-diverse biogeographic region

Henry A. Frye et al.

Summary: The study found that spectral diversity can serve as a robust predictor of species, functional, and phylogenetic biodiversity in the Greater Cape Floristic Region. This suggests that spectral diversity may be a potential surrogate of biodiversity, but relationships vary in different geographic subregions and biomes.

GLOBAL ECOLOGY AND BIOGEOGRAPHY (2021)

Review Environmental Sciences

NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms

Kerry Cawse-Nicholson et al.

Summary: The paper summarizes the Surface Biology and Geology (SBG) as a Designated Targeted Observable (DO) recommended in the 2017-2027 National Academies' Decadal Survey, focusing on agriculture, natural habitats, water use/quality, and urban development. It reviews existing algorithms in each category and synthesizes the findings of over 130 scientists.

REMOTE SENSING OF ENVIRONMENT (2021)

Review Genetics & Heredity

The omnigenic model and polygenic prediction of complex traits

Iain Mathieson

Summary: The omnigenic model explains the highly polygenic architecture of complex traits and the low transferability of polygenic scores between populations. Most GWAS variants show differing effects between populations, making it difficult to interpret their clinical and evolutionary implications without a clear model of genetic architecture.

AMERICAN JOURNAL OF HUMAN GENETICS (2021)

Article Plant Sciences

A best-practice guide to predicting plant traits from leaf-level hyperspectral data using partial least squares regression

Angela C. Burnett et al.

Summary: Partial least squares regression (PLSR) is a statistical technique used for correlating datasets and predicting leaf traits from spectral data in plant science. The lack of consensus in the literature on PLSR analysis methods has led to the proposal of best practices to aid in the interpretation and utilization of PLSR models for predicting plant traits.

JOURNAL OF EXPERIMENTAL BOTANY (2021)

Article Plant Sciences

Spectroscopy outperforms leaf trait relationships for predicting photosynthetic capacity across different forest types

Zhengbing Yan et al.

Summary: The relationships between leaf maximum carboxylation capacity (Vc,Vmax) and other morphological and biochemical traits were found to be weak and specific to forest types, challenging the traditional use of these relationships in terrestrial biosphere models. Reflectance spectroscopy, however, effectively collapsed differences in these relationships across forest types into a single robust model for Vc,Vmax and accurately estimated multiple traits, providing critical insights for ecosystem modeling and functional trait ecology.

NEW PHYTOLOGIST (2021)

Article Biology

Coupling spectral and resource-use complementarity in experimental grassland and forest communities

Anna K. Schweiger et al.

Summary: The study found that the spectral space occupied by individual plants increases with their growth, and the spectral space occupied by plant communities also increases with ecosystem productivity. Furthermore, ecosystem productivity is better explained by inter-individual spectral complementarity rather than by the large spectral space occupied by productive individuals.

PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2021)

Article Environmental Sciences

The PRISMA imaging spectroscopy mission: overview and first performance analysis

S. Cogliati et al.

Summary: The PRISMA satellite mission, launched in March 2019, is a cutting-edge imaging spectroscopy mission for Earth Observation. The mission conducted field and airborne campaigns in an agriculture area in Italy to assess instrument performance and data product consistency. The results show that the PRISMA satellite images are suitable for further scientific applications, but further studies are needed to confirm performance in other land cover types.

REMOTE SENSING OF ENVIRONMENT (2021)

Review Plant Sciences

The Optical Properties of Leaf Structural Elements and Their Contribution to Photosynthetic Performance and Photoprotection

George Karabourniotis et al.

Summary: Leaves have evolved unique structures to efficiently utilize light and balance photosynthesis with water loss under different light conditions. Various structural elements in leaves play important roles in light capture and propagation, optimized through evolution to adapt to diverse environments.

PLANTS-BASEL (2021)

Article Forestry

Contribution of woody elements to tree level reflectance in boreal forests

Nea Kuusinen et al.

Summary: Spectral mixture analysis was used to estimate the contribution of woody elements to tree level reflectance in boreal forest stands in Finland. The study found that the contribution of different woody elements varied and had a weak connection to plot level forest variables.

SILVA FENNICA (2021)

Article Ecology

Partitioning plant spectral diversity into alpha and beta components

Etienne Laliberte et al.

ECOLOGY LETTERS (2020)

Article Biodiversity Conservation

TRY plant trait database - enhanced coverage and open access

Jens Kattge et al.

GLOBAL CHANGE BIOLOGY (2020)

Article Plant Sciences

Leaf reflectance spectra capture the evolutionary history of seed plants

Jose Eduardo Meireles et al.

NEW PHYTOLOGIST (2020)

Article Environmental Sciences

Mapping foliar functional traits and their uncertainties across three years in a grassland experiment

Zhihui Wang et al.

REMOTE SENSING OF ENVIRONMENT (2019)

Article Plant Sciences

Leaf economics and plant hydraulics drive leaf : wood area ratios

Maurizio Mencuccini et al.

NEW PHYTOLOGIST (2019)

Article Environmental Sciences

Remote sensing of terrestrial plant biodiversity

Ran Wang et al.

REMOTE SENSING OF ENVIRONMENT (2019)

Article Plant Sciences

Energy Balance Implications of Floral Traits Involved in Pollinator Attraction and Water Balance

Adam B. Roddy

INTERNATIONAL JOURNAL OF PLANT SCIENCES (2019)

Article Ecology

Within-species patterns challenge our understanding of the leaf economics spectrum

Leander D. L. Anderegg et al.

ECOLOGY LETTERS (2018)

Article Multidisciplinary Sciences

Divergent drivers of leaf trait variation within species, among species, and among functional groups

Jeanne L. D. Osnas et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)

Article Environmental Sciences

PROSPECT-D: Towards modeling leaf optical properties through a complete lifecycle

J. -B. Feret et al.

REMOTE SENSING OF ENVIRONMENT (2017)

Article Multidisciplinary Sciences

The global spectrum of plant form and function

Sandra Diaz et al.

NATURE (2016)

Article Plant Sciences

Competition for pollinators and intra-communal spectral dissimilarity of flowers

C. J. van der Kooi et al.

PLANT BIOLOGY (2016)

Article Multidisciplinary Sciences

Progressive forest canopy water loss during the 2012-2015 California drought

Gregory P. Asner et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)

Article Biodiversity Conservation

Tree-mycorrhizal associations detected remotely from canopy spectral properties

Joshua B. Fisher et al.

GLOBAL CHANGE BIOLOGY (2016)

Review Environmental Sciences

Review of studies on tree species classification from remotely sensed data

Fabian Ewald Fassnacht et al.

REMOTE SENSING OF ENVIRONMENT (2016)

Article Environmental Sciences

Organismic-Scale Remote Sensing of Canopy Foliar Traits in Lowland Tropical Forests

K. Dana Chadwick et al.

REMOTE SENSING (2016)

Article Remote Sensing

Plant phenolics and absorption features in vegetation reflectance spectra near 1.66 μm

Raymond F. Kokaly et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2015)

Article Multidisciplinary Sciences

Plant functional traits and the multidimensional nature of species coexistence

Nathan J. B. Kraft et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)

Article Environmental Sciences

Differentiating plant species within and across diverse ecosystems with imaging spectroscopy

Keely L. Roth et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Automation & Control Systems

Partial least squares discriminant analysis: taking the magic away

Richard G. Brereton et al.

JOURNAL OF CHEMOMETRICS (2014)

Editorial Material Multidisciplinary Sciences

Sensing biodiversity

Woody Turner

SCIENCE (2014)

Article Plant Sciences

New handbook for standardised measurement of plant functional traits worldwide

N. Perez-Harguindeguy et al.

AUSTRALIAN JOURNAL OF BOTANY (2013)

Review Ecology

Observing changing ecological diversity in the Anthropocene

David S. Schimel et al.

FRONTIERS IN ECOLOGY AND THE ENVIRONMENT (2013)

Article Geochemistry & Geophysics

Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy

Jean-Baptiste Feret et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2013)

Article Multidisciplinary Sciences

Hyperspectral remote sensing of foliar nitrogen content

Yuri Knyazikhin et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2013)

Letter Multidisciplinary Sciences

Disentangling the contribution of biological and physical properties of leaves and canopies in imaging spectroscopy data

Philip A. Townsend et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2013)

Review Plant Sciences

Advances in modeling trait-based plant community assembly

Daniel C. Laughlin et al.

TRENDS IN PLANT SCIENCE (2013)

Review Ecology

The return of the variance: intraspecific variability in community ecology

Cyrille Violle et al.

TRENDS IN ECOLOGY & EVOLUTION (2012)

Article Environmental Sciences

Combining Isomap ordination and imaging spectroscopy to map continuous floristic gradients in a heterogeneous landscape

Hannes Feilhauer et al.

REMOTE SENSING OF ENVIRONMENT (2011)

Article Environmental Sciences

Spectroscopy of canopy chemicals in humid tropical forests

Gregory P. Asner et al.

REMOTE SENSING OF ENVIRONMENT (2011)

Article Ecology

Airborne spectranomics: mapping canopy chemical and taxonomic diversity in tropical forests

Gregory P. Asner et al.

FRONTIERS IN ECOLOGY AND THE ENVIRONMENT (2009)

Review Environmental Sciences

Remote sensing of vegetation 3-D structure for biodiversity and habitat: Review and implications for lidar and radar spaceborne missions

K. M. Bergen et al.

JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES (2009)

Article Environmental Sciences

PROSPECT plus SAIL models: A review of use for vegetation characterization

Stephane Jacquemoud et al.

REMOTE SENSING OF ENVIRONMENT (2009)

Article Multidisciplinary Sciences

Canopy nitrogen, carbon assimilation, and albedo in temperate and boreal forests: Functional relations and potential climate feedbacks

S. V. Ollinger et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2008)

Article Remote Sensing

Spectrodirectional remote sensing: From pixels to processes

Michael E. Schaepman

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2007)

Article Environmental Sciences

Using AVIRIS to assess hemlock abundance and early decline in the Catskills, New York

J Pontius et al.

REMOTE SENSING OF ENVIRONMENT (2005)

Article Multidisciplinary Sciences

The worldwide leaf economics spectrum

IJ Wright et al.

NATURE (2004)

Article Multidisciplinary Sciences

A global geometric framework for nonlinear dimensionality reduction

JB Tenenbaum et al.

SCIENCE (2000)