cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/h9j-wna-8lr
title: Anemonastrum geum (H. Lév.) Mosyakin

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y9s-q69-hjw
title: Cypripedium flavum P.F.Hunt & Summerh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15851822
title: ПРОЕКТНАЯ ДЕЯТЕЛЬНОСТЬ КАК СРЕДСТВО ВОСПИТАНИЯ ЛИЧНОСТИ ПРИ ИЗУЧЕНИИ КИТАЙСКОГО ЯЗЫКА
DOI: 10.5281/zenodo.15851823
title: ПРОЕКТНАЯ ДЕЯТЕЛЬНОСТЬ КАК СРЕДСТВО ВОСПИТАНИЯ ЛИЧНОСТИ ПРИ ИЗУЧЕНИИ КИТАЙСКОГО ЯЗЫКА
DOI: 10.3535/cpm-5qe-plf
title: Anemonastrum geum (H. Lév.) Mosyakin

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j4l-k98-3s2
title: Iris lactea Pall.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n8z-m6t-czn
title: Iris lactea Pall.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r5z-44z-rvr
title: Hygrobiella laxifolia (Hook.) Spruce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tfn-vbh-tkn
title: Hygrobiella laxifolia (Hook.) Spruce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3be-m6w-xan
title: Hygrobiella laxifolia (Hook.) Spruce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7vl-9em-x5l
title: Aconitum tanguticum (Maxim.) Stapf

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/76y-b9m-mh3
title: Aconitum henryi E. Pritz. ex Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r68-a3w-xyb
title: Ranunculaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fwj-2ve-l89
title: Dysphania nepalensis (Link ex Colla) Mosyakin & Clemants

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rya-bn0-jk2
title: Rumex nepalensis Spreng.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8mq-3qm-dhh
title: Ranunculaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s97-l1w-ew7
title: Aquilegia viridiflora Pall.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c47-jsb-pk4
title: Ranunculaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dq0-sa5-jxz
title: Hieracium murorum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p3h-4fc-6ka
title: Limonium lilybaeum Brullo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3v4-tql-kl8
title: Ranunculaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r9e-83y-n5n
title: Aconitum tanguticum (Maxim.) Stapf

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ktd-tw0-h7v
title: Delphinium caeruleum Jacquem. ex Cambess.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l5p-cvx-v4h
title: Aconitum flavum Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/clg-aw8-210
title: Ficus membranacea Wright

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k3k-f69-sqz
title: Delphinium anthriscifolium Hance

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.4ue33k
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageneiosus dawalla (Jardine, 1841)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112855-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kmc-tan-ag6
title: Delphinium malacophyllum Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rp1-5vt-77k
title: Scabiosa canescens Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d9e-gsh-0nc
title: Aconitum pendulum N. Busch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h61-b1d-t5h
title: Aconitum henryi E. Pritz. ex Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25582/data.2023-06.2830017/2375598
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2830032/2375599
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.zhgjmy
title: Occurrence Download

description: A dataset containing 786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus brutia Ten.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 786 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295019-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayjvmg
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "TaxonKey is Ascidiacea"
 ]
}

 The dataset includes 56 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003355-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2830055/2375600
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.y6yuqq
title: Occurrence Download

description: A dataset containing 104799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex hydrolapathum (Scop.) Huds.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 104799 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260736-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bke5eu
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((93.39158 20.51472,117.60842 20.51472,117.60842 37.48528,93.39158 37.48528,93.39158 20.51472))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus acrodonta Seemen"
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054952-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2830366/2375601
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2830393/2375602
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.y87aqj
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Seseli praecox (Gamisans) Gamisans",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 524 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183780-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2830376/2375603
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.uj2gmc
title: Occurrence Download

description: A dataset containing 226592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glyceria maxima (Hartm.) Holmb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 226592 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298500-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2830063/2375604
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2830090/2375605
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2829995/2375606
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2830077/2375607
title: Data for EMSL Project 51287 from June 2023
DOI: 10.25582/data.2023-06.2830377/2375608
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.xgvuqw
title: Occurrence Download

description: A dataset containing 1806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus carpetanus Boiss. & Reut.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1806 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291040-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2830029/2375609
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.x767w7
title: Occurrence Download

description: A dataset containing 390390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia rosmarinus (L.) Schleid.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 390390 records from 392 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260393-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2830076/2375610
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.yk2qkx
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudorchis albida subsp. tricuspis (Beck) E.Klein"
 ]
}

 The dataset includes 33 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080640-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-06.2830342/2375611
title: Data for EMSL Project 51287 from June 2023
DOI: 10.15468/dl.vxtpc7
title: Occurrence Download

description: A dataset containing 4477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene antirrhina L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4477 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084181-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytqh55
title: Occurrence Download

description: A dataset containing 15534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio nemorensis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15534 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259769-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/h7492mmnn6.1
title: Integrated single-cell transcriptomic and network analysis identifies key regulators of Acinetobacter baumannii biofilm integrity

description: Biofilm growth curves of Acinetobacter baumannii were determined using the crystal violet staining method. Gene expression differences among different cell clusters were compared based on single-cell RNA sequencing data and validated by RT-qPCR. Functional validation of the target gene was further performed by comparing biofilm formation between wild-type (WT) and gene-knockout (KO) strains. Compared to the WT strain, the KO strain exhibited significantly reduced biofilm biomass and permeability, confirming the gene's role as a key regulator in biofilm formation. Targeting this gene may disrupt biofilm-associated drug resistance, providing a novel strategy for treating persistent infections.
DOI: 10.5281/zenodo.17486536
title: Web-Based Data for Forecasting Highly Pathogenic Avian Influenza in Canada on Country- and Regional-Level

description: In this repository 4 datasets are provided:



Canada.csv: Includes web-based data for Canada on country-level and daily basis.

Western.csv: Includes web-based data for Western region of Canada (i.e. British Columbia, Alberta, Saskatchewan, Manitoba) on daily basis.

Central.csv: Includes web-based data for Central region of Canada (i.e. Ontario, Quebec) on daily basis.

Atlantic.csv: Includes web-based data for Western region of Canada (i.e. New Brunswick, Nova Scotia, Prince Edward Island, Newfoundland and Labrador) on daily basis.


Each column of these files are explained below:



Date: The date of the datasets is from November 4th, 2021 to March 31st, 2024 on daily basis.

HPAI: Provides the number of Highly Pathogenic Avian Influenza (HPAI) cases. Source

GT: Provides Google Trends (GT) for the avian influenza disease topic.

GT_1st_Order: Provides the first derivative of GT for the avian influenza disease topic.

GT_2nd_Order: Provides the second derivative of GT for the avian influenza disease topic.

GN: Provides the number of English and French Google News (GN) articles related to avian influenza, released in Canada. This data was gathered using the GoogleNews API and is only available on country-level.

FB: Provides the volume of Facebook (FB) posts related to avian influenza. This data which was collected using the FacePager tool.

Reddit: Provides the volume of Reddit posts related to avian influenza. This data was gathered using the pullpush API.

CO: Provides the concentration of carbon-monoxide. This data was gathered from the Sentinel-5P of Google Earth Engine (GEE).

UV: Provides the Ultra Vioet (UV) index. This data was gathered from the Sentinel-5P of Google Earth Engine (GEE).

Min_Temperature: Provides the minimum temperature, and was gathered from Open-Meteo Historical Weather API.

GDELT: Provides the volume of online news articles related to avian influenza. This data which was gathered by scraping the Global Database of Events, Language, and Tone (GDELT) platform, is available only on country-level.



















 


If you use our dataset in your work, in addition to this repository, please also cite our manuscript:

Movahedi Nia, Z, Bragazzi, NL, Gizo, I, Gillies, M, Gardner, E, Leung, D, Kong, JD, Integrating deep learning methods and web-based data sources for surveillance, forecasting, and early warning of avian influenza, J of the Royal Society Interface.
DOI: 10.5281/zenodo.17486537
title: Web-Based Data for Forecasting Highly Pathogenic Avian Influenza in Canada on Country- and Regional-Level

description: In this repository 4 datasets are provided:



Canada.csv: Includes web-based data for Canada on country-level and daily basis.

Western.csv: Includes web-based data for Western region of Canada (i.e. British Columbia, Alberta, Saskatchewan, Manitoba) on daily basis.

Central.csv: Includes web-based data for Central region of Canada (i.e. Ontario, Quebec) on daily basis.

Atlantic.csv: Includes web-based data for Western region of Canada (i.e. New Brunswick, Nova Scotia, Prince Edward Island, Newfoundland and Labrador) on daily basis.


Each column of these files are explained below:



Date: The date of the datasets is from November 4th, 2021 to March 31st, 2024 on daily basis.

HPAI: Provides the number of Highly Pathogenic Avian Influenza (HPAI) cases. Source

GT: Provides Google Trends (GT) for the avian influenza disease topic.

GT_1st_Order: Provides the first derivative of GT for the avian influenza disease topic.

GT_2nd_Order: Provides the second derivative of GT for the avian influenza disease topic.

GN: Provides the number of English and French Google News (GN) articles related to avian influenza, released in Canada. This data was gathered using the GoogleNews API and is only available on country-level.

FB: Provides the volume of Facebook (FB) posts related to avian influenza. This data which was collected using the FacePager tool.

Reddit: Provides the volume of Reddit posts related to avian influenza. This data was gathered using the pullpush API.

CO: Provides the concentration of carbon-monoxide. This data was gathered from the Sentinel-5P of Google Earth Engine (GEE).

UV: Provides the Ultra Vioet (UV) index. This data was gathered from the Sentinel-5P of Google Earth Engine (GEE).

Min_Temperature: Provides the minimum temperature, and was gathered from Open-Meteo Historical Weather API.

GDELT: Provides the volume of online news articles related to avian influenza. This data which was gathered by scraping the Global Database of Events, Language, and Tone (GDELT) platform, is available only on country-level.



















 


If you use our dataset in your work, in addition to this repository, please also cite our manuscript:

Movahedi Nia, Z, Bragazzi, NL, Gizo, I, Gillies, M, Gardner, E, Leung, D, Kong, JD, Integrating deep learning methods and web-based data sources for surveillance, forecasting, and early warning of avian influenza, J of the Royal Society Interface.
DOI: 10.17632/386vmj2tbk.2
title: Dataset of health insurance portfolio

description: The data is formatted as a spreadsheet, encompassing the primary activities over a span of three full years (2017, 2018 and 2019) concerning non-life health insurance portfolio. This dataset comprises 228,711 rows and 42 columns. Each row signifies a insured (individual) policy, while each column represents a distinct variable.
DOI: 10.15468/dl.vw7psd
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parrotia persica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 845 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008622-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0169190.10fu
title: SH0169190.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0169191.10fu
title: SH0169191.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0169192.10fu
title: SH0169192.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.