cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14342807
title: Metagenome assembled genomes co_3-Bin_19_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342807.v1
title: Metagenome assembled genomes co_3-Bin_19_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342810
title: Metagenome assembled genomes co_3-Bin_36_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342810.v1
title: Metagenome assembled genomes co_3-Bin_36_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.34943/287272cd-5b8e-41d5-9ee4-8ff8810b11e8
title: Cambridge Bay Video Camera Deployed 2012-10-02

description: The Axis P1346 Camera SN 00408CC1C89C was deployed on 2012-10-02 at Cambridge Bay. Cambridge Bay is located on Victoria Island in the Kitikmeot Region of Nunavut, Canada. This device is a Video Camera. Video cameras record video of characteristics of the surrounding environments and can be deployed on fixed and mobile platforms. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 2.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.6084/m9.figshare.14342813.v1
title: Metagenome assembled genomes co_8-Bin_6_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342813
title: Metagenome assembled genomes co_8-Bin_6_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342816.v1
title: Metagenome assembled genomes co_7-Bin_13_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342816
title: Metagenome assembled genomes co_7-Bin_13_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342819
title: Metagenome assembled genomes co_3-Bin_14_3.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342819.v1
title: Metagenome assembled genomes co_3-Bin_14_3.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342822
title: Metagenome assembled genomes co_7-Bin_45.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342822.v1
title: Metagenome assembled genomes co_7-Bin_45.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342825
title: Metagenome assembled genomes co_7-Bin_7_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342825.v1
title: Metagenome assembled genomes co_7-Bin_7_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.25345/c5d52q
title: MassIVE MSV000087377 - Comparative chemical composition of five Brazilian Agaricus subrufescens mushroom strains grown under two cultivation systems
title: Five Brazilian strains of the medicinal mushroom Agaricus subrufescens were grown under two cultivation systems (growth chamber versus field). Polar and lipid extracts of mushroom dry powders were extracted using an all-in-one procedure with a mixture of solvents (water:methanol:methyl tert-buthyl ether) and analyzed by UHPLC-MS/MS. A Nexera X2 UHPLC system (Shimadzu) equipped with an Acquity UPLC HSS T3 column (2.1 mm x 100 mm x 1.8 um) (Waters) was employed coupled to a MaXis 4G Q-TOF MS analyzer (Bruker Daltonics) through an electrospray ionization source. Data was acquired in positive ion mode.
DOI: 10.6084/m9.figshare.14342828
title: Metagenome assembled genomes co_1-Bin_27_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342828.v1
title: Metagenome assembled genomes co_1-Bin_27_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342831.v1
title: Metagenome assembled genomes co_8-Bin_7_3.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342831
title: Metagenome assembled genomes co_8-Bin_7_3.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342837
title: Metagenome assembled genomes co_8-Bin_7_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342837.v1
title: Metagenome assembled genomes co_8-Bin_7_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.25828/mkg3-hr05
title: Post Apartheid Income and Expenditure Series 1995-2010
DOI: 10.6084/m9.figshare.14342840.v1
title: Metagenome assembled genomes co_8-Bin_5_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342840
title: Metagenome assembled genomes co_8-Bin_5_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342843
title: Metagenome assembled genomes co_7-Bin_14_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342843.v1
title: Metagenome assembled genomes co_7-Bin_14_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342849
title: Metagenome assembled genomes co_7-Bin_24_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342849.v1
title: Metagenome assembled genomes co_7-Bin_24_2.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342852
title: Metagenome assembled genomes co_5-Bin_37_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342852.v1
title: Metagenome assembled genomes co_5-Bin_37_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342855
title: Metagenome assembled genomes co_3-Bin_52_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342855.v1
title: Metagenome assembled genomes co_3-Bin_52_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342858
title: Metagenome assembled genomes co_6-Bin_8_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342858.v1
title: Metagenome assembled genomes co_6-Bin_8_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342861.v1
title: Metagenome assembled genomes co_7-Bin_49_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342861
title: Metagenome assembled genomes co_7-Bin_49_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342864
title: Metagenome assembled genomes co_3-Bin_45_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342864.v1
title: Metagenome assembled genomes co_3-Bin_45_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342867.v1
title: Metagenome assembled genomes co_3-Bin_5_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.6084/m9.figshare.14342867
title: Metagenome assembled genomes co_3-Bin_5_1.fa

description: Co-assemblies were binned with CONCOCT within anvi’o v5.1 by clustering scaffolds 2500 bp or longer into metagenome assembled genomes (MAGs) and manually refining them within the anvi’o platform. Furthermore, dRep v2.3.2 was used to dereplicate MAGs and obtain representative genomes with flags ‘-comp 50 -con 10’ and default values.
DOI: 10.25345/c58g0t
title: MassIVE MSV000087378 - N-glycoproteomics of Rhesus Macaque Fc gamma Receptor III V158 and I158
title: The antibody-binding domains from Rhesus macaque Fc gamma receptor III were expressed in HEK293 cells. This includes both the V158 and I158 allotype.
DOI: 10.5517/ccdc.csd.cc24yg6s
title: CCDC 1994515: Experimental Crystal Structure Determination

description: Related Article: Marsel Z. Shafikov, Alfiya F. Suleymanova, Roger J. Kutta, Fabian Brandl, Aleksander Gorski, Rafał Czerwieniec|2021|J.Mater.Chem.C|9|5808|doi:10.1039/D1TC00282A
DOI: 10.5517/ccdc.csd.cc24yg7t
title: CCDC 1994516: Experimental Crystal Structure Determination

description: Related Article: Marsel Z. Shafikov, Alfiya F. Suleymanova, Roger J. Kutta, Fabian Brandl, Aleksander Gorski, Rafał Czerwieniec|2021|J.Mater.Chem.C|9|5808|doi:10.1039/D1TC00282A
DOI: 10.5517/ccdc.csd.cc25yq40
title: CCDC 2024552: Experimental Crystal Structure Determination

description: Related Article: Jian Lu, Juan Gao, Wen-Fei Wang, Bao-Yi Li, Pei-Xin Li, Fa-Kun Zheng, Guo-Cong Guo|2021|J.Mater.Chem.C|9|5615|doi:10.1039/D1TC00671A
DOI: 10.5517/ccdc.csd.cc25yq51
title: CCDC 2024553: Experimental Crystal Structure Determination

description: Related Article: Jian Lu, Juan Gao, Wen-Fei Wang, Bao-Yi Li, Pei-Xin Li, Fa-Kun Zheng, Guo-Cong Guo|2021|J.Mater.Chem.C|9|5615|doi:10.1039/D1TC00671A
DOI: 10.5517/ccdc.csd.cc25yq62
title: CCDC 2024554: Experimental Crystal Structure Determination

description: Related Article: Jian Lu, Juan Gao, Wen-Fei Wang, Bao-Yi Li, Pei-Xin Li, Fa-Kun Zheng, Guo-Cong Guo|2021|J.Mater.Chem.C|9|5615|doi:10.1039/D1TC00671A
DOI: 10.5281/zenodo.4727682
title: Replication package for: The real effects of monetary expansions: evidence from a large-scale historical experiment

description: The replication materials contain a README file, STATA datasets and do-files. This replication package for Palma (2021) constructs the entire analysis from the data sources described in the published paper, using STATA. The replicator should expect the code to run for less than 10 minutes. Palma, N. (2021). The real effects of monetary expansions: evidence from a large-scale historical experiment. Review of Economic Studies, forthcoming
DOI: 10.5281/zenodo.4741225
title: RT-PCR and PCR primers.

description: RT-PCR primers and PCR primers used for r10001, r04103, cy0428, and cy0575 are listed. Replicates for cy0428 and cy0575 were separated following vRNA isolation from plasma, while replicates for r10001 and r04103 were separated following RT-PCR. Replicates were included wherever they were completed. PCR primers contained Common Sequence (CS) tags. Primer sequences, along with two different common sequence tags, were incorporated in different variations.
DOI: 10.5281/zenodo.4741224
title: RT-PCR and PCR primers.

description: RT-PCR primers and PCR primers used for r10001, r04103, cy0428, and cy0575 are listed. Replicates for cy0428 and cy0575 were separated following vRNA isolation from plasma, while replicates for r10001 and r04103 were separated following RT-PCR. Replicates were included wherever they were completed. PCR primers contained Common Sequence (CS) tags. Primer sequences, along with two different common sequence tags, were incorporated in different variations.
DOI: 10.7910/dvn/qgiq0f
title: ICMA Datasets

description: Municipal Forms of Government 2001, 2006, 2011, 2018; ICMA 2016 Smart Cities Survey; Innovations and Emerging Practices in Local Government 2016 Survey Dataset; Economic Development 2014 - Full Dataset; Economic Development 2009 - Full Dataset; Economic Development 2004
DOI: 10.6084/m9.figshare.12866007
title: Character-based identification system of scombrids from Indian waters for authentication and conservation purposes

description: Scombrids are the important component of pelagic fishery resources which include 54 species under 15 genera commonly known as mackerels, bonitos, and tunas. Due to the high commercial value attained, there are real chances of fraudulent substitution by species of inferior value. DNA based species identification methods can be applied to detect product adulteration, as well as to better contribute to the conservation and management of these species by providing accurate species identification independently of the age of the individuals or the tissue processed. In this study, a total of 15 commercially important scombrid species from Indian waters were analyzed. Due to the inadequacy of mitochondrial COI barcoding gene in discriminating between some <i>Thunnus</i> species, cytochrome b sequences were used instead. For all the 15 species, we propose a DNA character-based keys which uses a diagnostic combination of nucleotides and respective probes, including the first character-based keys and probes to differentiate between <i>Thunnus albacares</i> and <i>T. obsesus</i>.
DOI: 10.6084/m9.figshare.12866007.v1
title: Character-based identification system of scombrids from Indian waters for authentication and conservation purposes

description: Scombrids are the important component of pelagic fishery resources which include 54 species under 15 genera commonly known as mackerels, bonitos, and tunas. Due to the high commercial value attained, there are real chances of fraudulent substitution by species of inferior value. DNA based species identification methods can be applied to detect product adulteration, as well as to better contribute to the conservation and management of these species by providing accurate species identification independently of the age of the individuals or the tissue processed. In this study, a total of 15 commercially important scombrid species from Indian waters were analyzed. Due to the inadequacy of mitochondrial COI barcoding gene in discriminating between some <i>Thunnus</i> species, cytochrome b sequences were used instead. For all the 15 species, we propose a DNA character-based keys which uses a diagnostic combination of nucleotides and respective probes, including the first character-based keys and probes to differentiate between <i>Thunnus albacares</i> and <i>T. obsesus</i>.