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Journal ArticleDOI

Use of remote sensing to determine the relationship of early vigour to grain yield in canola (Brassica napus L.) germplasm

TLDR
It is suggested that canola breeders may use NDVI to objectively select for vigorous genotypes that are more likely to have higher grain yields.
Abstract
Early crop vigour in canola, as in other crops, is likely to result in greater competition with weeds, more rapid canopy closure, improved nutrient acquisition, improved water-use efficiency, and, potentially, greater final grain yield. Laborious measurements of crop biomass over time can be replaced with newer remote-sensing technology to aid data acquisition. Normalised difference vegetation index (NDVI) is a surrogate for biomass accumulation that can be recorded rapidly and repeatedly with inexpensive equipment. In seven small-plot field experiments conducted over a 4-year period with diverse canola germplasm (n = 105), we have shown that NDVI measures are well correlated with final grain yield. We found NDVI values were most correlated with yield (r >0.7) if readings were taken when the crop had received 210–320 growing degree-days (usually the mid-vegetative phase of growth). It is suggested that canola breeders may use NDVI to objectively select for vigorous genotypes that are more likely to have higher grain yields.

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Citations
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Journal ArticleDOI

Predicting Rice Grain Yield Based on Dynamic Changes in Vegetation Indexes during Early to Mid-Growth Stages

TL;DR: The new dynamic model effectively predicted grain yield at stem elongation and booting stages, providing real-time crop N nutrition data for management of N fertilizer topdressing in rice production and suggest that NDRE is suitable for analysis of paddy rice N nutrition.
Journal ArticleDOI

Genome-wide association of barley plant growth under drought stress using a nested association mapping population.

TL;DR: A quantitative trait loci (QTL) was identified on chromosome 4H where, under drought and control conditions, wild barley alleles increased biomass by 10 and 17% respectively compared to the Barke allele, providing a wider range of genetic diversity for the improvement of drought tolerance in barley.
Journal ArticleDOI

Intercomparison of Unmanned Aerial Vehicle and Ground-Based Narrow Band Spectrometers Applied to Crop Trait Monitoring in Organic Potato Production.

TL;DR: In this paper, ground-based and UAV spectrometers were compared in the context of organic potato cultivation, and the results indicated that optical sensors, and their integration, have great potential for monitoring this specific organic cropping system.
Journal ArticleDOI

Seed yield of canola (Brassica napus L.) is determined primarily by biomass in a high-yielding environment

TL;DR: High yield in hybrid canola was attributed mainly to higher biomass from each phenological phase from the vegetative stage to maturity and not to improved harvest index, and there was no yield difference between the hybrid IT/CV, hybrid TT, and TT canola in the drought year (2010).
References
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Journal Article

R: A language and environment for statistical computing.

R Core Team
- 01 Jan 2014 - 
TL;DR: Copyright (©) 1999–2012 R Foundation for Statistical Computing; permission is granted to make and distribute verbatim copies of this manual provided the copyright notice and permission notice are preserved on all copies.
Journal ArticleDOI

On the relation between NDVI, fractional vegetation cover, and leaf area index

TL;DR: In this paper, a simple radiative transfer model with vegetation, soil, and atmospheric components is used to illustrate how the normalized difference vegetation index (NDVI), leaf area index (LAI), and fractional vegetation cover are dependent.
Book ChapterDOI

A critical evaluation of traits for improving crop yields in water-limited environments.

TL;DR: This chapter describes the components of yield and the determinants of survival against which the proposed and demonstrated contributions by traits are critically assessed and presents simulation models, which are very powerful tools for critically assessing the value of putative traits.
Book

The quantitative analysis of plant growth

TL;DR: The quantitative analysis of plant growth is presented as a probabilistic procedure to estimate the growth rate of various phytochemical barriers to plant growth.
Journal ArticleDOI

Number of kernels in wheat crops and the influence of solar radiation and temperature

TL;DR: In this article, the number of kernels per m2 in well managed and watered wheat crops was studied using results of experiments in Mexico and Australia in which short spring wheat cultivars were subjected to independent variation in radiation, largely via artificial shading, and in temperature.
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