Multispectral and X-ray images for characterization of Jatropha curcas L. seed quality

نویسندگان

چکیده

Abstract Background The use of non-destructive methods with less human interference is great interest in agricultural industry and crop breeding. Modern imaging technologies enable the automatic visualization multi-parameter for characterization biological samples, reducing subjectivity optimizing analysis process. Furthermore, combination two or more techniques has contributed to discovering new physicochemical tools interpreting datasets real time. Results We present a method seed quality based on multispectral X-ray technologies. proposed an approach using images investigate internal tissues because surface profile can be negatively affected, but without reaching important regions seeds. An oilseed plant ( Jatropha curcas ) was used as model species, which also serves multi-purposed economic importance worldwide. Our studies included application normalized canonical discriminant analyses (nCDA) algorithm supervised transformation building obtain spatial spectral patterns different seedlots. developed classification models reflectance data classes linear (LDA). models, individually combined, showed high accuracy (> 0.96) at 940 nm predict traits such normal seedlings, abnormal seedlings dead Conclusions Multispectral have strong relationship physiological performance. Reflectance efficiently attributes. These alternative rapid, efficient, sustainable future, overcoming intrinsic conventional analysis.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Detoxification experiments with the seed oil from Jatropha curcas L

Due to its large number of potential utilizations Jatropha curcas L. (physic nut, purging nut), a tropical plant cultivated in many Latin American, Asian and African countries, has become topic of various research projects. Nutritional as well as technical applications, however, are restricted due to the plant’s toxicity. The seed oil contains phorbol esters, a family of compounds known to caus...

متن کامل

Molecular Characterization of Genetic Diversity in Jatropha curcas L

Jatropha curcas L. (Euphorbiaceae) is a small tree with valuable attributes, including that as a commercially important non-edible oilseed that grows naturally in the equatorial Americas and has spread to other tropical countries. J. curcas has been found to be the most suitable tree species for production of biodiesel as it can be grown as a quick yielding plant even in problem soils and adver...

متن کامل

Jatropha curcas L.: Substitute for Conventional Energy

Jatropha curcas L. or physic nut belonging to family Euphorbiaceae is an all purpose, zero waste perennial plant. It is considered as a potential source of non-edible fuel producing plant along with its different medicinal properties and grows well in the tropical and subtropical climate in India. The seed contains 40-50 % viscous oil known as ‘curcas oil’. Petroleum based fuel are limited rese...

متن کامل

Mapping of QTLs for Seed Phorbol Esters, a Toxic Chemical in Jatropha curcas (L.)

Jatropha (Jatropha curcas L.) is an oil-bearing plant that has potential to be cultivated as a biodiesel crop. The seed cake after oil extraction has 40-50% protein that can be used in animal feeds. A major limitation in utilizing the cake is the presence of phorbol esters (PE), a heat-tolerant toxic chemical. To identify the quantitative trait loci (QTLs) for PE, we constructed a genetic linka...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Plant Methods

سال: 2021

ISSN: ['1746-4811']

DOI: https://doi.org/10.1186/s13007-021-00709-6