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

description: A dataset containing 1523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.66181382794265",
 "DecimalLongitude is less than 6.66487338112704",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1523 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003270-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkqzrx
title: Occurrence Download

description: A dataset listing the 93 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.14919 4.72118,-74.14592 4.71583,-74.13883 4.72081,-74.1434 4.72553,-74.14919 4.72118))",
 "HasGeospatialIssue is false",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 93 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043203-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o1nnpq
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tetradium glabrifolium (Champ. ex Benth.) T.G.Hartley",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 667 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009632-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvrupc
title: Occurrence Download

description: A dataset containing 133021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.54048 78.93048,3.83571 55.49,13.6381 49.09714,63.07619 57.19476,113.36667 65.71857,160.24762 64.01381,175.16429 68.7019,99.72857 81.48762,25.57143 80.63524,5.96667 83.61857,5.54048 78.93048))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvelinus alpinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 133021 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021029-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dmwmf
title: Occurrence Download

description: A dataset containing 2899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rostrhamus sociabilis (Vieillot, 1817)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-64.16 -34.47,-64.16 -1.69,-9.05 -1.69,-9.05 -34.47,-64.16 -34.47))"
 ]
}

 The dataset includes 2899 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009633-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r94jta
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriocephalus glandulosus M.A.N.Müll."
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043242-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cffu39
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Chrysolophus pictus (Linnaeus, 1758)",
 "Year 2013-2023"
 ]
}

 The dataset includes 571 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049402-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4ceip
title: Occurrence Download

description: A dataset containing 12528 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acridotheres javanicus Cabanis, 1851"
 ]
}

 The dataset includes 12528 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009633-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94gccr
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia neocrispa Bruyns"
 ]
}

 The dataset includes 35 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043216-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnvpqg
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe esculenta L.C.Leach"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003300-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhlcwn
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Mischocarpus pyriformis (F.Muell.) Radlk."
 ]
}

 The dataset includes 819 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009633-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqbadv
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica curvirostris Salisb."
 ]
}

 The dataset includes 380 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043215-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3durnc
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pecari tajacu (Linnaeus, 1758)",
 "Geometry POLYGON((-93 17,-93 20,-89 20,-89 17,-93 17))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 92 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009634-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b9qu3
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cromidon plantaginis (L.fil.) Hilliard"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010453-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czgcwd
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriocephalus giessii M.A.N.Müll."
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043234-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbpe3v
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalea pinnata (J.F.Gmel.) Barneby"
 ]
}

 The dataset includes 198 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009634-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxcm4y
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum propinquum Jos.Baumgartner"
 ]
}

 The dataset includes 14 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003336-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6fwmp
title: Occurrence Download

description: A dataset containing 939210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megachilidae"
 ]
}

 The dataset includes 939210 records from 924 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021177-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15657306
title: Dataset for MIRACA Energy Modelling D2.3

description: Overview

This dataset complements the energy modelling program and is part of Deliverable 2.3 of the MIRACA Project (Multi-hazard Infrastructure Risk Assessment for Climate Adaptation). It can be found separately in the Zenodo Repository: MIRACA Energy Modelling D2.3, https://doi.org/10.5281/zenodo.15659119 (DOI).

We also provide a GitHub repository (provided below) which includes the program itself, as well as all required dependencies and a user manual to ensure correct installation and usage. The dataset is essential to the program's operation because it contains all of the necessary data.

The dataset contains the following information, along with references to the original authors and data sources:

European Energy Exchange (EEX) Auctions: Emission Spot Primary Market Auction Report 2012-2024 [1]



emission-spot-primary-market-auction-report-2012-2024-data


Geo Boundaries data for non-NUTS 3 regions [2]



geoBoundaries-BIH-ADM1-all 

geoBoundaries-MDA-ADM1-all

geoBoundaries-UKR-ADM1-all 


Prebuilt Electricity Network for PyPSA-Eur based on OpenStreetMap Data [3] from Zenodo repository (version 0.6): https://doi.org/10.5281/zenodo.14144752



NetworkOSM


NUTS - Nomenclature of territorial units for statistics data [4]



NUTS_RG_01M_2024_4326.shp 


Open power system data – time series [5]



time_series_60min_singleindex.csv


Costs 2020 from technology-data (PyPSA) [6]



costs_2020.csv 


Gross domestic product (GDP) at current market prices by NUTS 3 region [7]



estat_nama_10r_3gdp$defaultview_filtered_en.csv 


Average annual population to calculate regional GDP data (thousand persons) by NUTS 3 region [8]



estat_nama_10r_3popgdp$defaultview_filtered_en.csv 


Data on energy price trends (Last issue) [9]



fuel_prices.xlsx 


Average annual population to calculate regional GDP data (thousand persons) by NUTS 3 region [10]



nama_10r_3popgdp.tsv


Extracted UK NUTS from Eurostat 2021 Dataset [10]



UK_NUTS_2021.gpkg


Power plant data from "powerplantmatching" tool [11]



powerplants.csv
DOI: 10.5281/zenodo.15657305
title: Dataset for MIRACA Energy Modelling D2.3

description: Overview

This dataset complements the energy modelling program and is part of Deliverable 2.3 of the MIRACA Project (Multi-hazard Infrastructure Risk Assessment for Climate Adaptation). It can be found separately in the Zenodo Repository: MIRACA Energy Modelling D2.3, https://doi.org/10.5281/zenodo.15659119 (DOI).

We also provide a GitHub repository (provided below) which includes the program itself, as well as all required dependencies and a user manual to ensure correct installation and usage. The dataset is essential to the program's operation because it contains all of the necessary data.

The dataset contains the following information, along with references to the original authors and data sources:

European Energy Exchange (EEX) Auctions: Emission Spot Primary Market Auction Report 2012-2024 [1]



emission-spot-primary-market-auction-report-2012-2024-data


Geo Boundaries data for non-NUTS 3 regions [2]



geoBoundaries-BIH-ADM1-all 

geoBoundaries-MDA-ADM1-all

geoBoundaries-UKR-ADM1-all 


Prebuilt Electricity Network for PyPSA-Eur based on OpenStreetMap Data [3] from Zenodo repository (version 0.6): https://doi.org/10.5281/zenodo.14144752



NetworkOSM


NUTS - Nomenclature of territorial units for statistics data [4]



NUTS_RG_01M_2024_4326.shp 


Open power system data – time series [5]



time_series_60min_singleindex.csv


Costs 2020 from technology-data (PyPSA) [6]



costs_2020.csv 


Gross domestic product (GDP) at current market prices by NUTS 3 region [7]



estat_nama_10r_3gdp$defaultview_filtered_en.csv 


Average annual population to calculate regional GDP data (thousand persons) by NUTS 3 region [8]



estat_nama_10r_3popgdp$defaultview_filtered_en.csv 


Data on energy price trends (Last issue) [9]



fuel_prices.xlsx 


Average annual population to calculate regional GDP data (thousand persons) by NUTS 3 region [10]



nama_10r_3popgdp.tsv


Extracted UK NUTS from Eurostat 2021 Dataset [10]



UK_NUTS_2021.gpkg


Power plant data from "powerplantmatching" tool [11]



powerplants.csv
DOI: 10.17632/bjzg5x9xkh.1
title: Performance Insights from Cross-Platform PPC Advertising: A Case Study on Google and Social Media Campaigns

description: Pay-Per-Click (PPC) advertising has become a pivotal element in digital marketing strategies, enabling businesses to target potential customers with precision. This research aims to conduct a comparative analysis of PPC campaign performance on two major advertising platforms: Google Ads and Social Media Ads (Facebook, Instagram, LinkedIn, etc.). By evaluating key performance metrics such as Click-Through Rate (CTR), Cost-Per-Click (CPC), and Return on Ad Spend (ROAS), this study seeks to determine the effectiveness of each platform in driving user engagement and maximizing return on investment.
DOI: 10.58132/8we3ap
title: Zachowania zakupowe przed, w trakcie i po pandemii COVID-19

description: Zbiór zawiera wyniki ankiety przeprowadzonej metodą CATI na reprezentatywnej próbie 1010 dorosłych respondentów z Polski w maju i czerwcu 2022 roku. Pytania dotyczyły zachowań zakupowych online i offline przed, w trakcie i po pandemii i zostały zebrane na potrzeby projektu "Zakupy w sieci w czasach pandemii: wpływu pandemii COVID-19 na zachowania zakupowe Polaków w wymiarze społecznym i przestrzennym".Celem projektu było określenie specyfiki zmian zachowań zakupowych Polaków wywołanych przez pandemię w zakresie substytucji zakupowej. W szczególności projekt miał na celu określenie skali i trwałości oraz powodów zjawiska substytucji zakupowej: (a) w czterech kategoriach produktów (żywność paczkowana sucha, artykuły higieniczne i chemia gospodarcza, sprzęt RTV/AGD, ubrania) (b) w różnych grupach społeczno-demograficznych (wiek, płeć, wykształcenie, zachowania zakupowe przed pandemią, postrzegane ryzyko związane z płatnościami online, użytkowanie samochodu, posiadanie dzieci), (c) w różnych obszarach (miasta różnej wielkości/obszary wiejskie, obszary o różnej dostępności sklepów stacjonarnych, paczkomatów i punktów odbioru zakupów zrobionych w internecie). Badanie zrealizowane zostało na połączonej próbie telefonów stacjonarnych (20%) i komórkowych (80%), losowanych ze specjalnej bazy numerów wygenerowanych na podstawie zakresów numerów przydzielanych poszczególnym operatorom telekomunikacyjnym (stacjonarnym i komórkowym) przez Urząd Komunikacji Elektronicznej. Dzięki temu baza zawierała numery wszystkich telefonów, bez względu na fakt czy zostały one kiedykolwiek opublikowane w książce telefonicznej. Baza umożliwia praktyczne stosowanie metodologii losowego doboru numerów telefonów (Random Digit Dialing – RDD), pozwalającej dotrzeć do wszystkich aktywnych telefonów, bez względu na ich lokalizację terytorialną w kraju, w mieście czy na wsi. Losowanie numerów stacjonarnych odbywało się zgodnie z przyjętym warstwowaniem odpowiadającym podziałowi próby ogólnopolskiej na poszczególne województwa (16) i klasy wielkości miejscowości. Lokalizacja telefonów stacjonarnych (w podziale na gminy) jest w większości przypadków znana z góry, a w przypadkach wątpliwych jest potwierdzana w trakcie wywiadu. W ramach każdego gospodarstwa domowego dobierany był losowo respondent – przy czym procedura doboru uwzględniała nie tylko jego płeć i wiek, ale i wykształcenie. Telefony komórkowe losowane były jako prosta próba losowa dostępnych spośród całej puli numerów telefonów komórkowych. Lokalizacja terytorialna telefonów komórkowych była ustalana w trakcie wywiadu, a respondentem był posiadacz telefonu. Proporcje w liczbie wywiadów realizowanych w poszczególnych warstwach terytorialnych odpowiadają proporcjom populacji osób w wieku ponad 18 lat – dzięki czemu zapewnione jest dokładne pokrycie całego kraju badaniem, a – nawet niewielkie – różnice w stopniu telefonizacji kraju nie maja wpływu na reprezentatywność regionalną i urbanizacyjną zrealizowanej próby.
DOI: 10.6084/m9.figshare.27060615.v1
title: Anteriorization of the inferior oblique muscle versus anteriorization and resection for asymmetrical dissociated vertical deviation

description: To compare the efficacy of two methods: first, bilateral symmetric anteriorization of the inferior oblique muscle and second: combined resection and anteriorization of the inferior oblique (IO) muscle for asymmetric dissociated vertical deviation (DVD). Prospective randomized clinical trial. This study included fifty-four patients presenting with bilateral asymmetric DVD and inferior oblique overaction (IOOA). Two equal groups were randomly allocated by odd and even number distribution. Twenty-seven patients underwent bilateral symmetric anteriorization of the IO muscle and twenty-seven patients underwent anteriorization of the IO of one eye and anteriorization with IO resection in the eye with the larger deviation. According to the difference in measured DVD between the two eyes whether less or more than 5 PD; a 3 or 5 mm resection was done, respectively. The mean post-operative reduction of DVD in the anteriorization group was 9.19 ± 3.40 PD in the right eye and 8.78 ± 4.17 PD in the left eye, which were highly significant. (<i>p</i>-value .0002). The resection group had a mean post-operative DVD reduction of 11.7 ± 2.74 PD in resected eyes and 7.3 ± 3.72 PD in non-resected eyes. These reductions were also highly significant (<i>p</i>-value 0.0001). Reduction of inter-ocular difference between both groups failed to show a statistical difference (<i>p</i>-value 0.285). The IOOA was significantly reduced in both groups. Improvement in the average post-operative DVD between the two groups and the post-operative improvement in IOOA failed to show a statistically significant difference (<i>p</i>-value 0.265 and 0.804 respectively) which showed that both procedures are effective. Both surgical modalities are effective in managing asymmetric dissociated vertical deviation associated with IOOA.
DOI: 10.6084/m9.figshare.27060615
title: Anteriorization of the inferior oblique muscle versus anteriorization and resection for asymmetrical dissociated vertical deviation

description: To compare the efficacy of two methods: first, bilateral symmetric anteriorization of the inferior oblique muscle and second: combined resection and anteriorization of the inferior oblique (IO) muscle for asymmetric dissociated vertical deviation (DVD). Prospective randomized clinical trial. This study included fifty-four patients presenting with bilateral asymmetric DVD and inferior oblique overaction (IOOA). Two equal groups were randomly allocated by odd and even number distribution. Twenty-seven patients underwent bilateral symmetric anteriorization of the IO muscle and twenty-seven patients underwent anteriorization of the IO of one eye and anteriorization with IO resection in the eye with the larger deviation. According to the difference in measured DVD between the two eyes whether less or more than 5 PD; a 3 or 5 mm resection was done, respectively. The mean post-operative reduction of DVD in the anteriorization group was 9.19 ± 3.40 PD in the right eye and 8.78 ± 4.17 PD in the left eye, which were highly significant. (<i>p</i>-value .0002). The resection group had a mean post-operative DVD reduction of 11.7 ± 2.74 PD in resected eyes and 7.3 ± 3.72 PD in non-resected eyes. These reductions were also highly significant (<i>p</i>-value 0.0001). Reduction of inter-ocular difference between both groups failed to show a statistical difference (<i>p</i>-value 0.285). The IOOA was significantly reduced in both groups. Improvement in the average post-operative DVD between the two groups and the post-operative improvement in IOOA failed to show a statistically significant difference (<i>p</i>-value 0.265 and 0.804 respectively) which showed that both procedures are effective. Both surgical modalities are effective in managing asymmetric dissociated vertical deviation associated with IOOA.
DOI: 10.6084/m9.figshare.27980340
title: Visual Politics, Protest, and Power: Who Shaped the Climate Visual Discourse at COP26?

description: Despite the importance of visual imagery for how people conceptualise issues in the news media, most research on journalism and communication prioritises textual media. This research examines the visual imagery accompanying news stories about the 2021 UN Climate Summit in Glasgow (COP26). Using a mixed-methods approach, we analyse over 1,300 images from eight UK news outlets using content and critical visual discourse analysis. We then contextualise these images, drawing on interviews and participant observation with key visual media actors including image agency photojournalists and news journalists, editors and correspondents. First, we find that the visual discourse of COP26 is limited to politicians and “talking heads” imagery, and images of protest. Second, we explore the journey that images take through the news media ecosystem, from the camera lens to the published news article, identifying the sources of power which act on visuals throughout this journey. Sources of power can be obvious (e.g., individual photographers), whilst others are obscured or misattributed (e.g., curation and editing). Overall, we empirically demonstrate the importance of understanding the networked nature of images and how they move through a complex globalised media ecosystem, rather than conceptualising them simply as static objects in the news cycle.