4.8 Article

Preharvest phenotypic prediction of grain quality and yield of durum wheat using multispectral imaging

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 Agronomy

Predicting within-field variability in grain yield and protein content of winter wheat using UAV-based multispectral imagery and machine learning approaches

Xinbin Zhou et al.

Summary: Comparison was made between machine learning algorithms based on spectral reflectance and traditional linear regression models for predicting wheat grain yield and protein content, showing machine learning approaches have potential for predicting protein content but not for improving yield prediction accuracy.

PLANT PRODUCTION SCIENCE (2021)

Article Agronomy

Genetic analysis of end-use quality traits in wheat

Guorong Zhang et al.

Summary: Through the study of the wheat variety 'Tiger', new QTL for quality traits were discovered, with several major QTL identified on specific chromosomes that impact important quality traits in wheat. The findings from this study could be valuable for genetic improvement of bread-making quality in wheat.

CROP SCIENCE (2021)

Article Environmental Sciences

Assessment of Regression Models for Predicting Rice Yield and Protein Content Using Unmanned Aerial Vehicle-Based Multispectral Imagery

Yeseong Kang et al.

Summary: The study utilized UAV-based multispectral imagery to develop regression models for predicting rice yield and protein content, with the artificial neural network (ANN) model showing stable prediction errors and consistent variable ranking in all year analyses, indicating its potential for developing a year-invariant model.

REMOTE SENSING (2021)

Article Environmental Sciences

Soybean yield prediction from UAV using multimodal data fusion and deep learning

Maitiniyazi Maimaitijiang et al.

REMOTE SENSING OF ENVIRONMENT (2020)

Article Environmental Sciences

Wheat Growth Monitoring and Yield Estimation based on Multi-Rotor Unmanned Aerial Vehicle

Zhaopeng Fu et al.

REMOTE SENSING (2020)

Article Geography, Physical

Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging

Bo Li et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2020)

Article Environmental Sciences

UAV and Ground Image-Based Phenotyping: A Proof of Concept with Durum Wheat

Adrian Gracia-Romero et al.

REMOTE SENSING (2019)

Article Multidisciplinary Sciences

Optimizing the procedure of grain nutrient predictions in barley via hyperspectral imaging

Mathias Wiegmann et al.

PLOS ONE (2019)

Article Chemistry, Applied

Protein content prediction in single wheat kernels using hyperspectral imaging

Nicola Caporaso et al.

FOOD CHEMISTRY (2018)

Article Food Science & Technology

Grain quality traits of commercial durum wheat varieties and their relationships with drought stress and glutenins composition

Ana Maria Magallanes-Lopez et al.

JOURNAL OF CEREAL SCIENCE (2017)

Review Engineering, Electrical & Electronic

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

Jinru Xue et al.

JOURNAL OF SENSORS (2017)

Article Plant Sciences

A Direct Comparison of Remote Sensing Approaches for High-Throughput Phenotyping in Plant Breeding

Maria Tattaris et al.

FRONTIERS IN PLANT SCIENCE (2016)

Article Agronomy

Late-Season Nitrogen Increases Improver Common and Durum Wheat Quality

Massimo Blandino et al.

AGRONOMY JOURNAL (2015)

Article Geography, Physical

Geostatistical estimation of signal-to-noise ratios for spectral vegetation indices

Lei Ji et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2014)

Article Remote Sensing

View-illumination effects on hyperspectral vegetation indices in the Amazonian tropical forest

Lenio Soares Galvao et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2013)

Article Food Science & Technology

Heat and drought stress on durum wheat: Responses of genotypes, yield, and quality parameters

Yun-Fang Li et al.

JOURNAL OF CEREAL SCIENCE (2013)

Article Agronomy

Combining frost tolerance, high grain yield and good pasta quality in durum wheat

Carl Friedrich Horst Longin et al.

PLANT BREEDING (2013)

Article Agriculture, Multidisciplinary

Prediction of protein content in malting barley using proximal and remote sensing

Mats Soderstrom et al.

PRECISION AGRICULTURE (2010)

Article Food Science & Technology

Durum wheat quality: II. The relationship of kernel physicochemical composition to semolina quality and end product utilisation

Jihad Samaan et al.

INTERNATIONAL JOURNAL OF FOOD SCIENCE AND TECHNOLOGY (2006)

Article Chemistry, Applied

Determining vitreousness of durum wheat kernels using near infrared hyperspectral imaging

N. Gorretta et al.

JOURNAL OF NEAR INFRARED SPECTROSCOPY (2006)

Article Food Science & Technology

Influence of protein content on spaghetti cooking quality

MA Del Nobile et al.

JOURNAL OF CEREAL SCIENCE (2005)

Article Chemistry, Applied

Measurement of hard vitreous kernels in durum wheat by machine vision

SJ Symons et al.

CEREAL CHEMISTRY (2003)

Article Agronomy

Test-weight and weathering of spring wheat

YT Gan et al.

CANADIAN JOURNAL OF PLANT SCIENCE (2000)