cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xx55ud
title: Occurrence Download

description: A dataset containing 873760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.80745 47.198,-122.70781 47.198,-122.73177 51.871,-122.75165 51.871,-122.80745 47.198))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 873760 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038469-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spmr7b
title: Occurrence Download

description: A dataset containing 150782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is CHL.6.3_1",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 150782 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198591-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zflms
title: Occurrence Download

description: A dataset containing 20339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 40.5133827216618",
 "DecimalLatitude is less than 41.0575087214897",
 "DecimalLongitude is greater than -74.5954591943362",
 "DecimalLongitude is less than -73.8776004700929"
 ]
}

 The dataset includes 20339 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006723-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtmvc6
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zinowiewia matudae Lundell"
 ]
}

 The dataset includes 84 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020394-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvupfl
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is antioquia",
 "HasCoordinate is true",
 "TaxonKey is Kohleria affinis (Fritsch) Roalson & Boggan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000919-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uor5gw
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus afares Pomel"
 ]
}

 The dataset includes 102 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006723-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm5efk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla ledebourii Juz."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026170-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zmdao
title: Occurrence Download

description: A dataset containing 11816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linepithema humile (Mayr, 1868)"
 ]
}

 The dataset includes 11816 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000919-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1l5pbv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aves Argentinas / Asociación Ornitológica del Plata - Colección de registros observacionales de aves silvestres argentinas - Lista Narosky: familia Anhingidae"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006724-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ztnw2
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is TOPP Summary of SSM-derived Telemetry",
 "Year is 2008"
 ]
}

 The dataset includes 531 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024811-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sb7drq
title: Occurrence Download

description: A dataset containing 4764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Dolichandra unguis-cati (L.) L.G.Lohmann",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4764 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023904-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0rmacc
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca eggleri R.Tracey"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006724-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5q2et
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies pinsapo Boiss."
 ]
}

 The dataset includes 397 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009297-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmb8f3
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Anfibios de la Ecoreserva San Antero (San Antero, Córdoba) - Proyecto Ecoreservas"
 ]
}

 The dataset includes 110 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038452-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knntwe
title: Occurrence Download

description: A dataset containing 1860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Combretum indicum (L.) De Filipps",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1860 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037144-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t86bg5
title: Occurrence Download

description: A dataset containing 1102134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is Spain",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1102134 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009276-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8prs5
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización de microcrustáceos zooplanctónicos en la parte Norte de la Ciénaga Grande de Santa Marta, Magdalena"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038476-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2vtxr
title: Occurrence Download

description: A dataset containing 349178 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AMNH Herpetology Collections"
 ]
}

 The dataset includes 349178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006724-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj5n36
title: Occurrence Download

description: A dataset containing 786 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kaloula borealis (Barbour, 1908)"
 ]
}

 The dataset includes 786 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018644-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vevr0i
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Augastes lumachella (R.Lesson, 1839)"
 ]
}

 The dataset includes 173 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006724-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmp4w6
title: Occurrence Download

description: A dataset containing 15434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversidad asociada al proyecto Línea de Transmisión a 110 kV San Lorenzo-Sonsón"
 ]
}

 The dataset includes 15434 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038480-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4wfxd
title: Occurrence Download

description: A dataset containing 3634 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrius hiaticula hiaticula"
 ]
}

 The dataset includes 3634 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066588-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16779607
title: MaxEnt suitability maps

description: This is the collection of suitability maps generated with MaxEnt using species occurrence data and environmental variables. Each species was treated separately. Species occurrence data was retrieved from GBIF and mnhm.mdata.lu

Area of Interest: Luxembourg City (LU).

Species included:



Reynoutria japonica (GBIF DOI: 10.15468/dl.sqknbh)

Heracleum mantegazzianum (GBIF DOI: 10.15468/dl.hr5dat)

Impatiens glandulifera (GBIF DOI: 10.15468/dl.szd56t)

Prunus laurocerasus (GBIF DOI: 10.15468/dl.uqg68p)

Robinia pseudoacacia (GBIF DOI: 10.15468/dl.h8ssyx)

Solidago canadensis (GBIF DOI: 10.15468/dl.z4hqqz)


Environmental variables:



Shadow index (https://catalog.eoxhub.fairicube.eu/collections/index/items/shadow_index_city_of_luxembourg?.language=en)

Topographic wetness index (https://catalog.eoxhub.fairicube.eu/collections/index/items/wetness_index_city_of_luxembourg?.language=en)

Average monthly air temperature for 2017 (https://catalog.eoxhub.fairicube.eu/collections/index/items/air_temperature_city_of_luxembourg_2017?.language=en)

Soil acidity (https://catalog.eoxhub.fairicube.eu/collections/index/items/soil_ph_city_of_luxembourg?.language=en)

Soil Nitrogen (https://catalog.eoxhub.fairicube.eu/collections/index/items/soil_nitrogen_city_of_luxembourg?.language=en)



Land cover (https://catalog.eoxhub.fairicube.eu/collections/index/items/land_cover_city_of_luxembourg?.language=en)
DOI: 10.5281/zenodo.17020438
title: MaxEnt suitability maps

description: This is the collection of suitability maps generated with MaxEnt using species occurrence data and environmental variables. Each species was treated separately. Species occurrence data was retrieved from GBIF and mnhm.mdata.lu

Area of Interest: Luxembourg City (LU).

Species included:



Reynoutria japonica (GBIF DOI: 10.15468/dl.sqknbh)

Heracleum mantegazzianum (GBIF DOI: 10.15468/dl.hr5dat)

Impatiens glandulifera (GBIF DOI: 10.15468/dl.szd56t)

Prunus laurocerasus (GBIF DOI: 10.15468/dl.uqg68p)

Robinia pseudoacacia (GBIF DOI: 10.15468/dl.h8ssyx)

Solidago canadensis (GBIF DOI: 10.15468/dl.z4hqqz)


Environmental variables:



Shadow index (https://catalog.eoxhub.fairicube.eu/collections/index/items/shadow_index_city_of_luxembourg?.language=en)

Topographic wetness index (https://catalog.eoxhub.fairicube.eu/collections/index/items/wetness_index_city_of_luxembourg?.language=en)

Average monthly air temperature for 2017 (https://catalog.eoxhub.fairicube.eu/collections/index/items/air_temperature_city_of_luxembourg_2017?.language=en)

Soil acidity (https://catalog.eoxhub.fairicube.eu/collections/index/items/soil_ph_city_of_luxembourg?.language=en)

Soil Nitrogen (https://catalog.eoxhub.fairicube.eu/collections/index/items/soil_nitrogen_city_of_luxembourg?.language=en)



Land cover (https://catalog.eoxhub.fairicube.eu/collections/index/items/land_cover_city_of_luxembourg?.language=en)
DOI: 10.21227/vjnm-bw85
title: "Offsim_Dataset"

description: "This dataset, named OffSim, has been specifically designed to support research on fraud detection in offline Central Bank Digital Currency (CBDC) payment systems. OffSim is a synthetic, large-scale dataset generated using a custom multi-agent simulator that extends the widely used PaySim framework. While PaySim replicates transactional behavior in mobile money systems such as M-Pesa, OffSim introduces novel features tailored to offline transaction scenarios, including synchronization delay, peer-to-peer indicators, merchant trust scores, and simulated fraud vectors such as double spending and timestamp tampering.The dataset reflects the operational constraints of offline environments, such as limited connectivity, device-level storage, and delayed ledger reconciliation. It provides labeled examples of both legitimate and fraudulent transactions, enabling robust benchmarking of fraud detection models. The dataset is ideal for training and evaluating hybrid detection architectures that combine rule-based systems with machine learning techniques, especially under extreme class imbalance and resource-constrained deployment settings.OffSim promotes reproducible research in secure digital payments and supports the development of explainable and efficient fraud detection algorithms tailored to emerging CBDC infrastructure"
DOI: 10.5281/zenodo.15024231
title: Higher-Level Structural Classification of Pseudomonas Cyclic Lipopeptides through Their Bioactive Conformation

description: Viscosin, Orfamide,PutisolvinMDN_0066, arthrofactin, Tanniamide, Xantholysin, Entolysin
DOI: 10.15468/dl.gatpk2
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cataetyx alleni"
 ]
}

 The dataset includes 50 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016040-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6zv3t
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "TaxonKey is Gulo gulo"
 ]
}

 The dataset includes 289 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016039-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9rths
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enneapogon scaber",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 587 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016042-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgfavw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea nigrescens",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016043-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbexs3
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "TaxonKey is Vulpes lagopus"
 ]
}

 The dataset includes 213 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016041-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnq7k7
title: Occurrence Download

description: A dataset containing 1892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ribes mandshuricum"
 ]
}

 The dataset includes 1892 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016038-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sdkx7
title: Occurrence Download

description: A dataset containing 1031354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arecales",
 "Year 1696-2025"
 ]
}

 The dataset includes 1031354 records from 1736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015994-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13634825
title: Effect of ion-specific water structures at metal surfaces on hydrogen production

description: Here lies the tabulated data used to create the Figures for the Nature Communications manuscript NCOMMS-23-54843B titled "Effect of ion-specific water structures at metal surfaces on hydrogen production".
DOI: 10.5281/zenodo.13634826
title: Effect of ion-specific water structures at metal surfaces on hydrogen production

description: Here lies the tabulated data used to create the Figures for the Nature Communications manuscript NCOMMS-23-54843B titled "Effect of ion-specific water structures at metal surfaces on hydrogen production".
DOI: 10.6084/m9.figshare.26404675.v6
title: 江 等人 Sesamol manuscript.xlsx

description: 肠致病性大肠杆菌 （ExPEC） 存在于肠道外时，会构成严重的人畜共患威胁，导致严重感染和各种宿主之间的潜在交叉传播。不断升级的抗菌素耐药性问题对临床细菌感染的治疗提出了挑战，需要制定创新策略。制定解决细菌感染的新方法至关重要。利用宿主作用抗菌化合物 （HAC） 的宿主导向疗法 （HDT） 已成为一种有价值的策略，通过关注宿主细胞内的宿主-病原体相互作用和细菌生存策略来应对细菌挑战。在这项研究中，我们进行了基于细胞的筛选，以确定能够抑制 ExPEC 在宿主细胞内存活和增殖的化合物。
DOI: 10.6084/m9.figshare.26404675.v7
title: 江 等人 Sesamol manuscript.xlsx

description: 肠致病性大肠杆菌 （ExPEC） 存在于肠道外时，会构成严重的人畜共患威胁，导致严重感染和各种宿主之间的潜在交叉传播。不断升级的抗菌素耐药性问题对临床细菌感染的治疗提出了挑战，需要制定创新策略。制定解决细菌感染的新方法至关重要。利用宿主作用抗菌化合物 （HAC） 的宿主导向疗法 （HDT） 已成为一种有价值的策略，通过关注宿主细胞内的宿主-病原体相互作用和细菌生存策略来应对细菌挑战。在这项研究中，我们进行了基于细胞的筛选，以确定能够抑制 ExPEC 在宿主细胞内存活和增殖的化合物。
DOI: 10.25952/g7rq-1n98
title: Trade Liberalisation, Productivity, and Protection

description: This study uses the National Census of Manufacturing Establishments (NCME) of Nepal which is conducted by the Central Bureau of Statistics (CBS). The CBS is the main government organisation in Nepal responsible for the collection, management, and dissemination of statistical information. These censuses are conducted quinquennially. This study utilises data from the census year 1981/82 to 2018/19 which gives eight time points for the panel dataset. Censuses 1981/82 and 1986/87 cover manufacturing establishments using automachines irrespective of the number of persons engaged, whereas censuses from 1991/92 to 2018/19 cover establishments engaging 10 or more persons. Each census contains an average of 4000 establishments. Following international practices, these establishments are categorised into 66 different industries according to the four-digit Nepal Standard Industrial Classification (NSIC). Therefore, each industry comprises of a group of establishments. As each census provides a combined value for different variables for establishments that belong to the same industry, analysis is conducted at the industry level since establishments are not uniquely identified in the census data. 
Industries with just one or two establishments in any census are omitted from the dataset as they do not reveal their data because of confidentiality issue. The censuses cover only industries that are government-registered and operate within the geographic boundary of Nepal. Given different industrial classification revisions that have occurred during the study period, conversion charts are used to confirm that industries are correctly categorised according to the latest NSIC for each census year. Some industries with one or two observations during the study period are merged with their closest allies based on the nature of their activities in the census year. This makes sure that they belong to the same 3-digit NSIC classification.
This study also utilises the United Nations Conference on Trade and Development (UNCTAD) – Trade Analysis Information System (TRAINS) database to extract tariff data via the World Integrated Trade Solution (WITS) portal. Extracted tariffs for each of the 4-digit 66 industries are effectively applied tariffs (AHS). WITS defines these tariffs as the lowest available import tariffs. The most favoured nations (MFN) tariffs are also used as an alternative measure. The tariff rates for each industry are matched to their respective census years.
description: This research has been conducted with the support of the Australian Government Research Training Program Scholarship.