Field high-throughput phenotyping: the new crop breeding frontier
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 …
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 …
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 …
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 …
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
The morphological and biochemical properties of plant canopies are strong predictors of
photosynthetic capacity and nutrient cycling. Remote sensing research at the leaf and …
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 …
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
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 …
deploy resources, with consequences for their physiological, chemical and structural …
Peat decomposition records in three pristine ombrotrophic bogs in southern Patagonia
Ombrotrophic bogs in southern Patagonia have been examined with regard to paleoclimatic
and geochemical research questions but knowledge about organic matter decomposition in …
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 …
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 …
methods that are in use are important issues to be addressed in Green Analytical Chemistry …