國立高雄大學圖資館 |

Language: English

Back

Bioinformatics for agriculturehigh-t...

Patil, Virupaksh U.

Bioinformatics for agriculturehigh-throughput approaches /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Bioinformatics for agricultureedited by Atul Kumar Upadhyay, R Sowdhamini, Virupaksh U. Patil.
Reminder of title:	high-throughput approaches /
other author:	Upadhyay, Atul Kumar.
Published:	Singapore :Springer Singapore :2021.
Description:	v, 160 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Agricultural informatics.
Online resource:	https://doi.org/10.1007/978-981-33-4791-5
ISBN:	9789813347915$q(electronic bk.)

Bioinformatics for agriculturehigh-throughput approaches /
Bioinformatics for agriculturehigh-throughput approaches /[electronic resource] :edited by Atul Kumar Upadhyay, R Sowdhamini, Virupaksh U. Patil. - Singapore :Springer Singapore :2021. - v, 160 p. :ill., digital ;24 cm.

Chapter 1_Introduction to concepts of Agri-informatics -- Chapter 2_Bioinformtics tools for genomics assisted breeding and population genetics -- Chapter 3_Role of computational biology in sustainable development of Agriculture -- Chapter 4_High Throughput Sequencing Technologies and Application In Crop Improvement -- Chapter 5_Systems biology approach for Simulation of omics data -- Chapter 6_Big data and its analyatics in Agriculture -- Chapter 7_Role of omics approaches in improving crop's nutritional value -- Chapter 8_Computational study of diseases and insect resistance to upgrade the production of plants.

This book illustrates the importance and significance of bioinformatics in the field of agriculture. It first introduces the basic concepts of bioinformatics, such as homologous sequence and gene function analyses, determination of protein structures, and discusses machine learning applications for an in-depth understanding of the desired genes and proteins based on commonly used bioinformatics software and tools, e.g. BLAST, molecular modelling, molecular-docking and simulations, protein-protein and domain-domain interactions. The book also describes recent advances in the high-throughput analysis of whole genome and transcriptome using next-generation sequencing platforms, and functional proteome studies. It also examines the role of computational biology in understanding and improving the nutrient quality and yield of crops. Lastly, the book explores a comprehensive list of applications of bioinformatics to improve plant yield, biomass, and health, and the challenges involved.

ISBN: 9789813347915$q(electronic bk.)

Standard No.: 10.1007/978-981-33-4791-5doiSubjects--Topical Terms:

529927
Agricultural informatics.

LC Class. No.: S494.5.D3 / B565 2021

Dewey Class. No.: 630.2085

Bioinformatics for agriculturehigh-throughput approaches /
LDR:02684nmm a2200337 a 4500 001 599140
003 DE-He213
005 20210701144838.0
006 m d
007 cr nn 008maaau
008 211027s2021 si s 0 eng d
020 $a 9789813347915$q(electronic bk.)
020 $a 9789813347908$q(paper)
024 7 $a 10.1007/978-981-33-4791-5 $2 doi
035 $a 978-981-33-4791-5
040 $a GP $c GP
041 0 $a eng
050 4 $a S494.5.D3 $b B565 2021
072 7 $a PSD $2 bicssc
072 7 $a SCI056000 $2 bisacsh
072 7 $a PSD $2 thema
072 7 $a UB $2 thema
082 0 4 $a 630.2085 $2 23
090 $a S494.5.D3 $b B615 2021
245 0 0 $a Bioinformatics for agriculture $h [electronic resource] : $b high-throughput approaches / $c edited by Atul Kumar Upadhyay, R Sowdhamini, Virupaksh U. Patil.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a v, 160 p. : $b ill., digital ; $c 24 cm.
505 0 $a Chapter 1_Introduction to concepts of Agri-informatics -- Chapter 2_Bioinformtics tools for genomics assisted breeding and population genetics -- Chapter 3_Role of computational biology in sustainable development of Agriculture -- Chapter 4_High Throughput Sequencing Technologies and Application In Crop Improvement -- Chapter 5_Systems biology approach for Simulation of omics data -- Chapter 6_Big data and its analyatics in Agriculture -- Chapter 7_Role of omics approaches in improving crop's nutritional value -- Chapter 8_Computational study of diseases and insect resistance to upgrade the production of plants.
520 $a This book illustrates the importance and significance of bioinformatics in the field of agriculture. It first introduces the basic concepts of bioinformatics, such as homologous sequence and gene function analyses, determination of protein structures, and discusses machine learning applications for an in-depth understanding of the desired genes and proteins based on commonly used bioinformatics software and tools, e.g. BLAST, molecular modelling, molecular-docking and simulations, protein-protein and domain-domain interactions. The book also describes recent advances in the high-throughput analysis of whole genome and transcriptome using next-generation sequencing platforms, and functional proteome studies. It also examines the role of computational biology in understanding and improving the nutrient quality and yield of crops. Lastly, the book explores a comprehensive list of applications of bioinformatics to improve plant yield, biomass, and health, and the challenges involved.
650 0 $a Agricultural informatics. $3 529927
650 0 $a Bioinformatics. $3 194415
650 2 4 $a Human Genetics. $3 273658
650 2 4 $a Agriculture. $3 274257
650 2 4 $a Plant Genetics and Genomics. $3 790734
700 1 $a Upadhyay, Atul Kumar. $3 866582
700 1 $a Sowdhamini, R. $3 893227
700 1 $a Patil, Virupaksh U. $3 893228
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-981-33-4791-5
950 $a Biomedical and Life Sciences (SpringerNature-11642)