cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13741133
title: The complete reference genome for grapevine (Vitis vinifera L.) genetics and breeding

description: PN40024, a highly homozygous inbred line originating from ‘Helfensteiner’, was used for T2T genome assembly. In total, 21 Gb (21 024 461 524 bp, ∼42× coverage) HiFi reads were generated by the PacBio platform. For the preliminary assembly, hifiasm was used to assemble the HiFi reads. We then used MUMmer and the 12X.v0 genome version (V. vinifera genome assembly 12X.v0 to order the 38 contigs into 19 chromosomes.

     The PN_T2T genome size was finally generated (494.87 Mb), being 69 Mb longer than 12X.v0  using the same statistical method. The k-mer metric was used to evaluate genomic homozygosity, estimated at 99.8%. The BUSCO for this genome is up to 98.5%.

The PN40024.T2T genome assembly: PN.fa

The PN40024.T2T gene annotation: PN_T2T.v5.1.gff3

The PN40024.T2T TE annotation: PN_T2T_TE.gff

The PN40024.T2T centromere annotation: PN.trf.gff3

The PN40024.T2T protein sequence: PN_protein.fa

The PN40024.T2T cds sequence: PN40024.cds.fa

Comparison of gene annotation among PN_T2T and PN_T2T.v5.1,  12X.v0, 12X.v2, PN40024.v4, PN40024.v4.1: correlation.list.txt

Mitochondrial assembly sequence of PN40024: PN_T2T_mit.fa

Annotation of mitochondrial assembly for PN40024:PN_T2T_mit.gff3

Chloroplast assembly sequence of PN40024: PN_T2T_chl.fa

Annotation of chloroplast assembly for PN40024: PN_T2T_chl.gff3

Citation: 

Please cite this paper when using the data of PN_T2T for your publications.

Xiaoya Shi, Shuo Cao, Xu Wang, Siyang Huang, Yue Wang, Zhongjie Liu, Wenwen Liu, Xiangpeng Leng, Yanling Peng, Nan Wang, Yiwen Wang, Zhiyao Ma, Xiaodong Xu, Fan Zhang, Hui Xue, Haixia Zhong, Yi Wang, Kekun Zhang, Amandine Velt, Komlan Avia, Daniela Holtgräwe, Jérôme Grimplet, José Tomás Matus, Doreen Ware, Xinyu Wu, Haibo Wang, Chonghuai Liu, Yuling Fang, Camille Rustenholz, Zongming Cheng, Hua Xiao, Yongfeng Zhou, The complete reference genome for grapevine (Vitis vinifera L.) genetics and breeding, Horticulture Research, Volume 10, Issue 5, May 2023, uhad061, https://doi.org/10.1093/hr/uhad061
DOI: 10.5281/zenodo.7751390
title: The complete reference genome for grapevine (Vitis vinifera L.) genetics and breeding

description: PN40024, a highly homozygous inbred line originating from ‘Helfensteiner’, was used for T2T genome assembly. In total, 21 Gb (21 024 461 524 bp, ∼42× coverage) HiFi reads were generated by the PacBio platform. For the preliminary assembly, hifiasm was used to assemble the HiFi reads. We then used MUMmer and the 12X.v0 genome version (V. vinifera genome assembly 12X.v0 to order the 38 contigs into 19 chromosomes.

     The PN_T2T genome size was finally generated (494.87 Mb), being 69 Mb longer than 12X.v0  using the same statistical method. The k-mer metric was used to evaluate genomic homozygosity, estimated at 99.8%. The BUSCO for this genome is up to 98.5%.

The PN40024.T2T genome assembly: PN.fa

The PN40024.T2T gene annotation: PN_T2T.v5.1.gff3

The PN40024.T2T TE annotation: PN_T2T_TE.gff

The PN40024.T2T centromere annotation: PN.trf.gff3

The PN40024.T2T protein sequence: PN_protein.fa

The PN40024.T2T cds sequence: PN40024.cds.fa

Comparison of gene annotation among PN_T2T and PN_T2T.v5.1,  12X.v0, 12X.v2, PN40024.v4, PN40024.v4.1: correlation.list.txt

Mitochondrial assembly sequence of PN40024: PN_T2T_mit.fa

Annotation of mitochondrial assembly for PN40024:PN_T2T_mit.gff3

Chloroplast assembly sequence of PN40024: PN_T2T_chl.fa

Annotation of chloroplast assembly for PN40024: PN_T2T_chl.gff3

Citation: 

Please cite this paper when using the data of PN_T2T for your publications.

Xiaoya Shi, Shuo Cao, Xu Wang, Siyang Huang, Yue Wang, Zhongjie Liu, Wenwen Liu, Xiangpeng Leng, Yanling Peng, Nan Wang, Yiwen Wang, Zhiyao Ma, Xiaodong Xu, Fan Zhang, Hui Xue, Haixia Zhong, Yi Wang, Kekun Zhang, Amandine Velt, Komlan Avia, Daniela Holtgräwe, Jérôme Grimplet, José Tomás Matus, Doreen Ware, Xinyu Wu, Haibo Wang, Chonghuai Liu, Yuling Fang, Camille Rustenholz, Zongming Cheng, Hua Xiao, Yongfeng Zhou, The complete reference genome for grapevine (Vitis vinifera L.) genetics and breeding, Horticulture Research, Volume 10, Issue 5, May 2023, uhad061, https://doi.org/10.1093/hr/uhad061
DOI: 10.5281/zenodo.7751391
title: Telomere-to-Telomere assembly and annotation of Pinot Noir 40024

description: PN40024, a highly homozygous Pinot Noir inbred line, was used for T2T genome assembly. In total, we generated 39.12Gb (~65X coverage) HiFi reads by the PacBio platform. The preliminary assembly were conducted using Hifiasm on HiFi reads, and Mumer was used to order and orient the contig-level assemblies using the PN40024.v3 genome as the reference, forming 169 contigs representing 19 chromosomes. The PN_T2T genome size (494.87M) is longer than that of pn40024.v3 (426.18M). Due to the accuracy of HiFi long reads, the N50 length PN_T2T of (26.89 Mb) is 260 times higher than PN_v3 (~102Kb). For all 9423 gaps in PN_v3 assembly, PN_T2T assembly is the gap-free grape genome.To validate the quality of our assembly, K-mer and BUSCO were conducted. We used K-mer to evaluate genomic heterozygosity, estimated 99.8%. BUSCO to evaluate genomic completeness, about 98.5% of the core conserved plant genes were found complete in the genome assembly. The PN40024.T2T genome assembly: PN40024.T2T.fa The PN40024.T2T gene annotation: PN40024.gff The PN40024.T2T TE annotation: PN40024.TE.gff The PN40024.T2T centromere annotation: PN40024.trf.gff3 Comparison of gene annotation among PN_T2T and 12X.v0, 12X.v2, PN40024.v4, PN40024.v4.1: Gene connected list .xlsx
DOI: 10.5281/zenodo.7856492
title: Telomere-to-Telomere assembly and annotation of Pinot Noir 40024

description: PN40024, a highly homozygous Pinot Noir inbred line, was used for T2T genome assembly. In total, we generated 39.12Gb (~65X coverage) HiFi reads by the PacBio platform. The preliminary assembly were conducted using Hifiasm on HiFi reads, and Mumer was used to order and orient the contig-level assemblies using the PN40024.v3 genome as the reference, forming 169 contigs representing 19 chromosomes. The PN_T2T genome size (494.87M) is longer than that of pn40024.v3 (426.18M). Due to the accuracy of HiFi long reads, the N50 length PN_T2T of (26.89 Mb) is 260 times higher than PN_v3 (~102Kb). For all 9423 gaps in PN_v3 assembly, PN_T2T assembly is the gap-free grape genome.To validate the quality of our assembly, K-mer and BUSCO were conducted. We used K-mer to evaluate genomic heterozygosity, estimated 99.8%. BUSCO to evaluate genomic completeness, about 98.5% of the core conserved plant genes were found complete in the genome assembly. The PN40024.T2T genome assembly: PN40024.T2T.fa The PN40024.T2T gene annotation: PN40024.gff3 The PN40024.T2T TE annotation: PN40024.TE.gff The PN40024.T2T centromere annotation: PN40024.trf.gff3 Comparison of gene annotation among PN_T2T and 12X.v0, 12X.v2, PN40024.v4, PN40024.v4.1: Gene connected list .xlsx
DOI: 10.5281/zenodo.8058060
title: Telomere-to-Telomere assembly and annotation of Pinot Noir 40024

description: PN40024, a highly homozygous Pinot Noir inbred line, was used for T2T genome assembly. In total, we generated 39.12Gb (~65X coverage) HiFi reads by the PacBio platform. The preliminary assembly were conducted using Hifiasm on HiFi reads, and Mumer was used to order and orient the contig-level assemblies using the PN40024.v3 genome as the reference, forming 169 contigs representing 19 chromosomes. The PN_T2T genome size (494.87M) is longer than that of pn40024.v3 (426.18M). Due to the accuracy of HiFi long reads, the N50 length PN_T2T of (26.89 Mb) is 260 times higher than PN_v3 (~102Kb). For all 9423 gaps in PN_v3 assembly, PN_T2T assembly is the gap-free grape genome.To validate the quality of our assembly, K-mer and BUSCO were conducted. We used K-mer to evaluate genomic heterozygosity, estimated 99.8%. BUSCO to evaluate genomic completeness, about 98.5% of the core conserved plant genes were found complete in the genome assembly. The PN40024.T2T genome assembly: PN40024.T2T.fa The PN40024.T2T gene annotation: PN40024.gff3 The PN40024.T2T TE annotation: PN40024.TE.gff The PN40024.T2T centromere annotation: PN40024.trf.gff3 Comparison of gene annotation among PN_T2T and 12X.v0, 12X.v2, PN40024.v4, PN40024.v4.1: Gene connected list .xlsx
DOI: 10.5281/zenodo.8245793
title: Telomere-to-Telomere assembly and annotation of Pinot Noir 40024

description: PN40024, a highly homozygous Pinot Noir inbred line, was used for T2T genome assembly. In total, we generated 39.12Gb (~65X coverage) HiFi reads by the PacBio platform. The preliminary assembly were conducted using Hifiasm on HiFi reads, and Mumer was used to order and orient the contig-level assemblies using the PN40024.v3 genome as the reference, forming 169 contigs representing 19 chromosomes. The PN_T2T genome size (494.87M) is longer than that of pn40024.v3 (426.18M). Due to the accuracy of HiFi long reads, the N50 length PN_T2T of (26.89 Mb) is 260 times higher than PN_v3 (~102Kb). For all 9423 gaps in PN_v3 assembly, PN_T2T assembly is the gap-free grape genome.To validate the quality of our assembly, K-mer and BUSCO were conducted. We used K-mer to evaluate genomic heterozygosity, estimated 99.8%. BUSCO to evaluate genomic completeness, about 98.5% of the core conserved plant genes were found complete in the genome assembly. The PN40024.T2T genome assembly: PN40024.T2T.fa The PN40024.T2T gene annotation: PN40024.gff3 The PN40024.T2T TE annotation: PN40024.TE.gff The PN40024.T2T centromere annotation: PN40024.trf.gff3 The PN40024.T2T protein sequence: PN40024.protein.fa The PN40024.T2T cds sequence: PN40024.cds.fa Comparison of gene annotation among PN_T2T and 12X.v0, 12X.v2, PN40024.v4, PN40024.v4.1: Gene connected list .xlsx
DOI: 10.15468/dl.2b7fnk
title: Occurrence Download

description: A dataset containing 765593 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 765593 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001601-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrmvqq
title: Occurrence Download

description: A dataset containing 765593 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 765593 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001606-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.rtn42b
title: An Updated Environmental Resistance Model for Predicting the Spread of Invasive Species

description: Records used in [paper](https://doi.org/10.1111/jbi.15089) (dn)
DOI: 10.15468/dl.tekhrv
title: Occurrence Download

description: A dataset containing 31788 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ephemera danica Müller, 1764"
 ]
}

 The dataset includes 31788 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001608-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28443236.v1
title: <b>Data for Late Cenozoic Hainan OIB-like basalts in SE Asia record</b><b> </b><b>the interaction between deep mantle plume and stagnant slab in the mantle transition zone</b>

description: We present olivine He isotopic compositions and whole-rock Fe-Mo isotopes of Hainan basaltic lavas, along with whole-rock major and trace elements and Sr-Nd-Hf isotopic compositions to constrain their mantle lithology and end-members. Ultimately, we develop a petrogenetic model for the Late Cenozoic basaltic rocks in SE Asia and highlight its broad implications for future research in the mantle geochemistry field.
DOI: 10.5281/zenodo.14892828
title: [Placeholder, now redundant] CMIP GHG Forcing

description: Placeholder upload.
DOI: 10.5281/zenodo.14892829
title: [Placeholder, now redundant] CMIP GHG Forcing

description: Placeholder upload.
DOI: 10.25392/leicester.data.28437002
title: 100+ years of phase variation: – the premier bacterial bet-hedging phenomenon - review for Microbiology - data file

description: This file contains the list of species names identified by three different searches. This data underpins Table 3 in the review.Search 1 was :-Abstracts were obtained from PubMed for publications with titles containing ‘PV’ or similar phrasing (e.g. phase variable) with species names extracted from the text using an R script.Search 2:- species names were extracted from supplementary information provided as part of Jiang et al. study using PhaseFinder. This program was used to search 54 875 bacterial genomes for invertible intergenic regions flanked by repeats. Jiang X, Hall AB, Arthur TD, Plichta DR, Covington CT, <i>et al</i>. Invertible promoters mediate bacterial phase variation, antibiotic resistance, and host adaptation in the gut. <i>Science</i> 2019;363:181–187. 10.1126/science.aau5238.Search 3:- species names were extracted from supplementary information provided as part of Mrazek et al. Long simple sequence repeats (LSSR), as published by Mrazek <i>et al.</i>, are defined as SSRs of repeat length <i>k</i> whose total length exceeds a cutoff derived from a random model, which reproduces key genomic sequence metrics. This latter dataset was generated from a search of 378 prokaryotic genomes for these repeats. Mrázek J, Guo X, Shah A. Simple sequence repeats in prokaryotic genomes. <i>Proc Natl Acad Sci USA</i> 2007;104:8472–8477. 10.1073/pnas.0702412104
DOI: 10.25392/leicester.data.28437002.v1
title: 100+ years of phase variation: – the premier bacterial bet-hedging phenomenon - review for Microbiology - data file

description: This file contains the list of species names identified by three different searches. This data underpins Table 3 in the review.Search 1 was :-Abstracts were obtained from PubMed for publications with titles containing ‘PV’ or similar phrasing (e.g. phase variable) with species names extracted from the text using an R script.Search 2:- species names were extracted from supplementary information provided as part of Jiang et al. study using PhaseFinder. This program was used to search 54 875 bacterial genomes for invertible intergenic regions flanked by repeats. Jiang X, Hall AB, Arthur TD, Plichta DR, Covington CT, <i>et al</i>. Invertible promoters mediate bacterial phase variation, antibiotic resistance, and host adaptation in the gut. <i>Science</i> 2019;363:181–187. 10.1126/science.aau5238.Search 3:- species names were extracted from supplementary information provided as part of Mrazek et al. Long simple sequence repeats (LSSR), as published by Mrazek <i>et al.</i>, are defined as SSRs of repeat length <i>k</i> whose total length exceeds a cutoff derived from a random model, which reproduces key genomic sequence metrics. This latter dataset was generated from a search of 378 prokaryotic genomes for these repeats. Mrázek J, Guo X, Shah A. Simple sequence repeats in prokaryotic genomes. <i>Proc Natl Acad Sci USA</i> 2007;104:8472–8477. 10.1073/pnas.0702412104
DOI: 10.5281/zenodo.14892847
title: [Placeholder, now redundant] CMIP GHG Forcing

description: Placeholder
DOI: 10.5281/zenodo.14892848
title: [Placeholder, now redundant] CMIP GHG Forcing

description: Placeholder
DOI: 10.6084/m9.figshare.28431038
title: BestavrosTablesS1S2

description: BestavrosTablesS1S2
DOI: 10.6084/m9.figshare.28431038.v1
title: Dietary measures as an adjunctive therapy in alopecia areata a scoping review_Table 1_ Table S1

description: Dietary measures as an adjunctive therapy in alopecia areata a scoping review_Table 1_ Table S1
DOI: 10.25392/leicester.data.22241338.v2
title: AMPERE R1/R2 FAC radii v2

description: Circle fits to the boundary between region 1 and 2 field-aligned currents measured by the Active Magnetosphere and Planetary Electrodynamics Response Experiment (AMPERE) in the northern and southern hemispheres.  Version 2 with newly processed AMPERE data and more years.
DOI: 10.15468/dl.g7a6yg
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Annona muricata L."
 ]
}

 The dataset includes 200 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001609-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhy6c6
title: Occurrence Download

description: A dataset containing 23656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((99.82777 13.33651,101.13697 13.33651,101.13697 14.37749,99.82777 14.37749,99.82777 13.33651))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 23656 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001610-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-3591/1
title: totalSC_256_occupiedSC_242_bandwidth_20MHz_format_HELTF.tab

description: Sequence contains one OFDM symbol with 256 total subcarriers, 242 occupied subcarriers. Format complies to 20 MHz 4xHE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-43).
DOI: 10.18419/darus-3591/10
title: totalSC_1024_occupiedSC_62_bandwidth_80MHz_format_HESTF.tab

description: Sequence contains one OFDM symbol with 1024 total subcarriers, 62 occupied subcarriers. Format complies to 80 MHz HE-STF defined in IEEE Std 802.11ax-2021, Eq. (27-25).
DOI: 10.18419/darus-3591/11
title: totalSC_2048_occupiedSC_124_bandwidth_160MHz_format_HESTF.tab

description: Sequence contains one OFDM symbol with 2048 total subcarriers, 124 occupied subcarriers. Format complies to 160 MHz HE-STF defined in IEEE Std 802.11ax-2021, Eq. (27-26).
DOI: 10.18419/darus-3591/12
title: totalSC_2048_occupiedSC_1992_bandwidth_160MHz_format_HELTF.tab

description: Sequence contains one OFDM symbol with 2048 total subcarriers, 1992 occupied subcarriers. Format complies to 160 MHz 4xHE-LTF defined IEEE Std 802.11ax-2021, Eq. (27-52).
DOI: 10.18419/darus-3591/14
title: totalSC_256_occupiedSC_48_bandwidth_80MHz_format_LSTF_VHTSTF.tab

description: Sequence contains one OFDM symbol with 256 total subcarriers, 48 occupied subcarriers. Format complies to 80 MHz L-STF defined in IEEE Std 802.11-2020, Eq. (21-18) and to 80 MHz VHT-STF defined in IEEE Std 802.11ac-2013, Eq. (22-31).
DOI: 10.18419/darus-3591/15
title: totalSC_256_occupiedSC_122_bandwidth_20MHz_format_HELTF2X.tab

description: Sequence contains one OFDM symbol with 256 total subcarriers, 122 occupied subcarriers. Format complies to 20 MHz 2xHE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-42).
DOI: 10.18419/darus-3591/17
title: totalSC_256_occupiedSC_60_bandwidth_20MHz_format_HELTF1X.tab

description: Sequence contains one OFDM symbol with 256 total subcarriers, 60 occupied subcarriers. Format complies to 20 MHz 1xHE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-41).
DOI: 10.18419/darus-3591/19
title: totalSC_256_occupiedSC_208_bandwidth_80MHz_format_LLTF.tab

description: Sequence contains one OFDM symbol with 256 total subcarriers, 208 occupied subcarriers. Format complies to 80 MHz L-LTF defined in IEEE Std 802.11-2020, Eq. (21-21).
DOI: 10.18419/darus-3591/2
title: totalSC_1024_occupiedSC_996_bandwidth_80MHz_format_HELTF.tab

description: Sequence contains one OFDM symbol with 1024 total subcarriers, 996 occupied subcarriers. Format complies to 80 MHz HE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-49).
DOI: 10.18419/darus-3591/20
title: totalSC_128_occupiedSC_24_bandwidth_40MHz_format_LSTF_VHTSTF.tab

description: Sequence contains one OFDM symbol with 128 total subcarriers, 24 occupied subcarriers. Format complies to 40 MHz L-STF defined in IEEE Std 802.11-2020, Eq. (19-9) and to 40 MHz VHT-STF defined in IEEE Std 802.11ac-2013, Eq. (22-30).
DOI: 10.18419/darus-3591/21
title: totalSC_128_occupiedSC_114_bandwidth_40MHz_format_VHTLTF.tab

description: Sequence contains one OFDM symbol with 128 total subcarriers, 114 occupied subcarriers. Format complies to 40 MHz VHT-LTF defined in IEEE Std 802.11ac-2013, Eq. (22-37).
DOI: 10.18419/darus-3591/25
title: totalSC_128_occupiedSC_104_bandwidth_40MHz_format_LLTF.tab

description: Sequence contains one OFDM symbol with 128 total subcarriers, 104 occupied subcarriers. Format complies to 40 MHz L-LTF defined in IEEE Std 802.11-2020, Eq. (19-12).
DOI: 10.18419/darus-3591/5
title: totalSC_256_occupiedSC_14_bandwidth_20MHz_format_HESTF.tab

description: Sequence contains one OFDM symbol with 256 total subcarriers, 14 occupied subcarriers. Format complies to 20 MHz HE-STF defined in IEEE Std 802.11ax-2021, Eq. (27-23).
DOI: 10.18419/darus-3591/7
title: totalSC_1024_occupiedSC_250_bandwidth_80MHz_format_HELTF1X.tab

description: Sequence contains one OFDM symbol with 1024 total subcarriers, 250 occupied subcarriers. Format complies to 80 MHz 1xHE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-47).
DOI: 10.18419/darus-3591/8
title: totalSC_2048_occupiedSC_996_bandwidth_160MHz_format_HELTF2X.tab

description: Sequence contains one OFDM symbol with 2048 total subcarriers, 996 occupied subcarriers. Format complies to 160 MHz 2xHE-LTF defined IEEE Std 802.11ax-2021, Eq. (27-51).
DOI: 10.18419/darus-3591/9
title: totalSC_1024_occupiedSC_498_bandwidth_80MHz_format_HELTF2X.tab

description: Sequence contains one OFDM symbol with 1024 total subcarriers, 498 occupied subcarriers. Format complies to 80 MHz 2xHE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-48).
DOI: 10.18419/darus-3591
title: Data for: Optimized Sequences for Nonlinearity Estimation and Self-Interference Cancellation
title: Sequences compliant to IEEE 802.11

description: The dataset offers sequences that are optimized for nonlinearity estimation. 
The sequences are compliant to IEEE 802.11 standards and are given as binary phase shift keying (BPSK) modulated orthogonal frequency division multiplexing (OFDM) symbol in frequency domain. 
The sequences are given for various numbers of total subcarriers and positions of occupied subcarriers that match to the training fields defined in the IEEE 802.11 standards. 
All sequences are normalized to unit power and comply to a maximum peak-to-average-power (PAPR) constraint of 13.05 dB. 
For each sequence format, one CSV file is given. The columns hold optimized sequences for nonlinearity estimation with orthonormal Laguerre polynomials for each estimation order from P=3 up to P=10.
DOI: 10.18419/darus-3591/13
title: totalSC_256_occupiedSC_242_bandwidth_80MHz_format_VHTLTF.tab

description: Sequence contains one OFDM symbol with 256 total subcarriers, 242 occupied subcarriers. Format complies to 80 MHz VHT-LTF defined in IEEE Std 802.11ac-2013, Eq. (22-38).
DOI: 10.18419/darus-3591/16
title: totalSC_512_occupiedSC_122_bandwidth_40MHz_format_HELTF1X.tab

description: Sequence contains one OFDM symbol with 512 total subcarriers, 122 occupied subcarriers. Format complies to 40 MHz 1xHE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-44).
DOI: 10.18419/darus-3591/18
title: totalSC_512_occupiedSC_242_bandwidth_40MHz_format_HELTF2X.tab

description: Sequence contains one OFDM symbol with 512 total subcarriers, 242 occupied subcarriers. Format complies to 40 MHz 2xHE-LTF defined in IEEE Std 802.11ax-2021, Eq. (27-45).
DOI: 10.18419/darus-3591/22
title: totalSC_64_occupiedSC_12_bandwidth_20MHz_format_LSTF_VHTSTF.tab

description: Sequence contains one OFDM symbol with 64 total subcarriers, 12 occupied subcarriers. Format complies to 20 MHz L-STF defined in IEEE Std 802.11-2020, Eq. (19-8) and to VHT-STF defined in IEEE Std 802.11ac-2013, Eq. (22-29).