Field high-throughput phenotyping: the new crop breeding frontier

JL Araus, JE Cairns - Trends in plant science, 2014 - cell.com
Constraints in field phenotyping capability limit our ability to dissect the genetics of
quantitative traits, particularly those related to yield and stress tolerance (eg, yield potential …

Breeding to adapt agriculture to climate change: affordable phenotyping solutions

JL Araus, SC Kefauver - Current opinion in plant biology, 2018 - Elsevier
Highlights•Affordable approaches are available for all aspects of the phenotyping
pipeline.•Affordable and precise high-throughput phenotyping is not incompatible.•RGB …

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

AC Burnett, J Anderson, KJ Davidson… - Journal of …, 2021 - academic.oup.com
Partial least squares regression (PLSR) modelling is a statistical technique for correlating
datasets, and involves the fitting of a linear regression between two matrices. One …

[图书][B] Remote sensing of vegetation: principles, techniques, and applications

HG Jones, RA Vaughan - 2010 - books.google.com
Remote sensing is becoming an increasingly important tool for agriculturalists, ecologists,
and land managers for the study of Earth's agricultural and natural vegetation, and can be …

Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species

SP Serbin, A Singh, BE McNeil… - Ecological …, 2014 - Wiley Online Library
The morphological and biochemical properties of plant canopies are strong predictors of
photosynthetic capacity and nutrient cycling. Remote sensing research at the leaf and …

Leaf optical properties reflect variation in photosynthetic metabolism and its sensitivity to temperature

SP Serbin, DN Dillaway, EL Kruger… - Journal of …, 2012 - academic.oup.com
Researchers from a number of disciplines have long sought the ability to estimate the
functional attributes of plant canopies, such as photosynthetic capacity, using remotely …

Associations of leaf spectra with genetic and phylogenetic variation in oaks: prospects for remote detection of biodiversity

J Cavender-Bares, JE Meireles, JJ Couture… - Remote Sensing, 2016 - mdpi.com
Species and phylogenetic lineages have evolved to differ in the way that they acquire and
deploy resources, with consequences for their physiological, chemical and structural …

Peat decomposition records in three pristine ombrotrophic bogs in southern Patagonia

T Broder, C Blodau, H Biester, KH Knorr - Biogeosciences, 2012 - bg.copernicus.org
Ombrotrophic bogs in southern Patagonia have been examined with regard to paleoclimatic
and geochemical research questions but knowledge about organic matter decomposition in …

Spectroscopic determination of ecologically relevant plant secondary metabolites

JJ Couture, A Singh, KF Rubert‐Nason… - Methods in Ecology …, 2016 - Wiley Online Library
Spectroscopy has recently emerged as an effective method to accurately characterize leaf
biochemistry in living tissue through the application of chemometric approaches to foliar …

Non-destructive Spectroscopy combined with chemometrics as a tool for Green Chemical Analysis of environmental samples: A review

A Gredilla, SFO de Vallejuelo, N Elejoste… - TrAC Trends in …, 2016 - Elsevier
The design of environmentally friendly analytical techniques and the modification of
methods that are in use are important issues to be addressed in Green Analytical Chemistry …