cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8v2bgu
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria purpurea",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 194 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014989-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftjb6p
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria purpurea",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 341 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014991-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17151939
title: SGNv4.0 Nitrogen Leaching Tax Scenario: 2 mg N/L Target, 90% Maximum Reduction

description: SIMPLE-G Model Outputs

This dataset provides nitrogen leaching outputs from the SIMPLE-G Nitrogen (SGNv4.0) simulation framework under a targeted tax scenario. The scenario aims to reduce nitrogen leaching concentrations to a threshold of 2 mg N/L, consistent with planetary boundary guidance, while allowing for a maximum reduction of 90% in nitrogen application rates to avoid computations errors. The outputs reflect spatially explicit responses in agricultural systems and market dynamics under policy constraints, supporting integrated assessments of environmental and economic trade-offs in global food production.





Simulation Version: SGNv4.0




Scenario: Nitrogen Leaching Tax (2 mg N/L target)




Simulation Completion Date: September 2025



Files

Solution files

The SL4 files store detailed solution results from a SIMPLE-G GEMPACK simulation, including both percentage changes and level values for all model variables that are not substituted out or omitted. 

sgn_v4p0_ntax90-lst1_e02.sl4

sgn_v4p0_ntax90-lst1_e05.sl4

sgn_v4p0_ntax90-lst1_e10.sl4

sgn_v4p0_ntax90-lst1_e25.sl4

Coefficients and parameters

The UDC files contain updated coefficient values generated during SIMPLE-G  GEMPACK simulations. These coefficients are updated given the model’s response to policy shocks or scenario changes, showing updated levels of variables such as prices, quantities, cost shares, and elasticities. 

sgn_v4p0_ntax90-lst1_e02.ucd

sgn_v4p0_ntax90-lst1_e05.ucd

sgn_v4p0_ntax90-lst1_e10.ucd

sgn_v4p0_ntax90-lst1_e25.ucd

How to read

You can explore and analyze this dataset using the GEMPACK or the HARr package in R, which provides tools for reading and manipulating economic model data created by GEMPACK. For R users, the HARr GitHub repository offers functions to import, inspect, and convert HAR files into tidy data frames.
DOI: 10.5281/zenodo.17151940
title: SGNv4.0 Nitrogen Leaching Tax Scenario: 2 mg N/L Target, 90% Maximum Reduction

description: SIMPLE-G Model Outputs

This dataset provides nitrogen leaching outputs from the SIMPLE-G Nitrogen (SGNv4.0) simulation framework under a targeted tax scenario. The scenario aims to reduce nitrogen leaching concentrations to a threshold of 2 mg N/L, consistent with planetary boundary guidance, while allowing for a maximum reduction of 90% in nitrogen application rates to avoid computations errors. The outputs reflect spatially explicit responses in agricultural systems and market dynamics under policy constraints, supporting integrated assessments of environmental and economic trade-offs in global food production.





Simulation Version: SGNv4.0




Scenario: Nitrogen Leaching Tax (2 mg N/L target)




Simulation Completion Date: September 2025



Files

Solution files

The SL4 files store detailed solution results from a SIMPLE-G GEMPACK simulation, including both percentage changes and level values for all model variables that are not substituted out or omitted. 

sgn_v4p0_ntax90-lst1_e02.sl4

sgn_v4p0_ntax90-lst1_e05.sl4

sgn_v4p0_ntax90-lst1_e10.sl4

sgn_v4p0_ntax90-lst1_e25.sl4

Coefficients and parameters

The UDC files contain updated coefficient values generated during SIMPLE-G  GEMPACK simulations. These coefficients are updated given the model’s response to policy shocks or scenario changes, showing updated levels of variables such as prices, quantities, cost shares, and elasticities. 

sgn_v4p0_ntax90-lst1_e02.ucd

sgn_v4p0_ntax90-lst1_e05.ucd

sgn_v4p0_ntax90-lst1_e10.ucd

sgn_v4p0_ntax90-lst1_e25.ucd

How to read

You can explore and analyze this dataset using the GEMPACK or the HARr package in R, which provides tools for reading and manipulating economic model data created by GEMPACK. For R users, the HARr GitHub repository offers functions to import, inspect, and convert HAR files into tidy data frames.
DOI: 10.15468/dl.yx4xxt
title: Occurrence Download

description: A dataset containing 9826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117 27.5,118 27.5,118 28.5,117 28.5,117 27.5))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 9826 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014992-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxa7yf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria purpurea",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014990-250914085247600/datasets/export for details.
DOI: 10.6084/m9.figshare.30157150
title: Data_SI.xlsx

description: Ocean acidification (OA) is an escalating global stressor, yet a comprehensive assessment of its impacts on crustaceans remains lacking. Here, we synthesize data from 111 studies encompassing 18 biological parameters across three life stages, while accounting for methodological heterogeneity. Our analysis revealed that crustaceans maintain a stable internal pH despite elevated internal <i>p</i>CO<sub>2</sub> and acidified seawater, a resilience attributed to advanced acid-base regulation, particularly in brackish species adapted to fluctuating pH levels. However, this buffering incurs metabolic costs, reflected in reduced protein content and depressed respiration, consistent with a metabolic “freeze response” that conserves energy while sustaining catabolism. Exoskeleton calcification is less sensitive to OA. Despite regulatory capacities, survival decreases, accompanied by declines in condition factor and hemocyte counts, with juveniles emerging as the most vulnerable stage. Food limitation further diminishes resilience, underscoring the importance of trophic context. Responses to synergistic stressors are variable but generally exacerbate mortality relative to OA alone. Outcomes are also strongly modulated by experimental design, including feeding regimes, exposure duration, and local pH variability. Overall, our findings reveal that crustaceans’ multifaceted responses to OA are shaped by intrinsic physiological traits, synergistic stressors, and experimental conditions, offering insights into their adaptive limits and energetic trade-offs.
DOI: 10.6084/m9.figshare.30157150.v1
title: Data_SI.xlsx

description: Ocean acidification (OA) is an escalating global stressor, yet a comprehensive assessment of its impacts on crustaceans remains lacking. Here, we synthesize data from 111 studies encompassing 18 biological parameters across three life stages, while accounting for methodological heterogeneity. Our analysis revealed that crustaceans maintain a stable internal pH despite elevated internal <i>p</i>CO<sub>2</sub> and acidified seawater, a resilience attributed to advanced acid-base regulation, particularly in brackish species adapted to fluctuating pH levels. However, this buffering incurs metabolic costs, reflected in reduced protein content and depressed respiration, consistent with a metabolic “freeze response” that conserves energy while sustaining catabolism. Exoskeleton calcification is less sensitive to OA. Despite regulatory capacities, survival decreases, accompanied by declines in condition factor and hemocyte counts, with juveniles emerging as the most vulnerable stage. Food limitation further diminishes resilience, underscoring the importance of trophic context. Responses to synergistic stressors are variable but generally exacerbate mortality relative to OA alone. Outcomes are also strongly modulated by experimental design, including feeding regimes, exposure duration, and local pH variability. Overall, our findings reveal that crustaceans’ multifaceted responses to OA are shaped by intrinsic physiological traits, synergistic stressors, and experimental conditions, offering insights into their adaptive limits and energetic trade-offs.
DOI: 10.15468/dl.34fk5j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((134.2433 33.46442, 134.2353 33.4373, 134.6554 33.4373, 134.6554 33.7987, 134.5822 33.77175, 134.5665 33.73221, 134.3697 33.63363, 134.3905 33.62057, 134.3339 33.58382, 134.3633 33.5798, 134.3099 33.57422, 134.2433 33.46442), (134.5908 33.76105, 134.5933 33.76333, 134.5942 33.76056, 134.5908 33.76105), (134.497 33.62946, 134.4854 33.64574, 134.5059 33.64016, 134.497 33.62946), (134.4453 33.63972, 134.4514 33.63972, 134.4492 33.63667, 134.4453 33.63972), (134.4266 33.63601, 134.4217 33.63022, 134.4219 33.63826, 134.4266 33.63601), (134.3657 33.5885, 134.369 33.588, 134.3671 33.58732, 134.3657 33.5885), (134.3268 33.55804, 134.3269 33.55708, 134.3247 33.55728, 134.3268 33.55804), (134.3267 33.55639, 134.3256 33.55556, 134.3247 33.55667, 134.3267 33.55639), (134.3167 33.54144, 134.3173 33.54917, 134.3234 33.53907, 134.3167 33.54144), (134.3182 33.56071, 134.3213 33.56027, 134.3214 33.55889, 134.3182 33.56071), (134.3111 33.53972, 134.3103 33.53778, 134.3082 33.53877, 134.3111 33.53972))",
 "TaxonKey is Archaea"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014993-250914085247600/datasets/export for details.
DOI: 10.15468/dl.n3y9gf
title: Occurrence Download

description: A dataset containing 1359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adenocarpus foliolosus"
 ]
}

 The dataset includes 1359 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014994-250914085247600/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.30156961
title: Chromosome genome annotation information of <i>Aphis</i><i> </i><i>aurantii</i>

description: Chromosome-level genome assembly of a citrus and tea insect pest, <i>Aphis aurantii</i>
DOI: 10.6084/m9.figshare.30156961.v1
title: Chromosome genome annotation information of <i>Aphis</i><i> </i><i>aurantii</i>

description: Chromosome-level genome assembly of a citrus and tea insect pest, <i>Aphis aurantii</i>
DOI: 10.15468/dl.48ze8a
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((134.6292 33.85216, 134.6554 33.84821, 134.6554 33.85976, 134.6546 33.85337, 134.6459 33.85848, 134.6554 33.86735, 134.6554 33.87224, 134.6292 33.85216))",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014995-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15881961
title: OzButterflies

description: OzButterflies a valuable resource for investigating phenotypic variation and the evolution of colour in butterflies. It includes photographic data from 16 ecological communities across Australia, spanning more than 2,500 km and encompassing a broad range of climates and levels of urbanization. The dataset covers at least one individual from 125 species across five families, representing over a quarter of Australia's known butterfly diversity.

It contains: 

•    Standardized, calibrated photographs in both visible (VIS) and ultraviolet (UV) light of over 4000 specimens, all with a scale•    Wing spectral reflectance measurements for at least one male and one female of each species (when possible)•    Cytochrome Oxidase I (CO1) DNA sequences for  over 1,600 individuals

This integrated dataset contain a multitude of morphological butterfly variation that can be used by a multitude of disciplines.
DOI: 10.5281/zenodo.17142958
title: Introduction to Ancient Metagenomics Textbook (Edition 2025): de novo Genome Assembly

description: Data and conda software environment file for the chapter 'de novo Genome Assembly' of the SPAAM Community's textbook: Introduction to Ancient Metagenomics (https://www.spaam-community.org/intro-to-ancient-metagenomics-book).
DOI: 10.5281/zenodo.8413147
title: Introduction to Ancient Metagenomics Textbook (Edition 2025): de novo Genome Assembly

description: Data and conda software environment file for the chapter 'de novo Genome Assembly' of the SPAAM Community's textbook: Introduction to Ancient Metagenomics (https://www.spaam-community.org/intro-to-ancient-metagenomics-book).
DOI: 10.15468/dl.4qf9q2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((134.6292 33.85216, 134.6554 33.84821, 134.6554 33.85976, 134.6546 33.85337, 134.6459 33.85848, 134.6554 33.86735, 134.6554 33.87224, 134.6292 33.85216))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014996-250914085247600/datasets/export for details.
DOI: 10.15468/dl.cgptcn
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria purpurea",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 618 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014998-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp3kfw
title: Occurrence Download

description: A dataset containing 4775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria purpurea",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4775 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014997-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.acx6e2tl
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.dgstw2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((134.6292 33.85216, 134.6554 33.84821, 134.6554 33.85976, 134.6546 33.85337, 134.6459 33.85848, 134.6554 33.86735, 134.6554 33.87224, 134.6292 33.85216))",
 "TaxonKey is Bacteria"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014999-250914085247600/datasets/export for details.
DOI: 10.15468/dl.jqn4du
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albuca juncifolia"
 ]
}

 The dataset includes 105 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015000-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/gzrhh0
title: Conjunto de dados sobre a dissertação de mestrado "Pecadoras, monstras e subversivas: representações femininas em Medusa e Raquel 1:1"

description: Conjunto de dados sobre a dissertação de mestrado "Pecadoras, monstras e subversivas: representações femininas em Medusa e Raquel 1:1". Esta pesquisa tem como objetivo analisar as múltiplas representações femininas construídas nas personagens protagonistas dos filmes Medusa (2021), de Anita Rocha da Silveira, e Raquel 1:1 (2022), de Mariana Bastos, a partir de um diálogo com os estudos de gênero e o cinema de horror. O conjunto de dados traz o mapeamento de filmes realizados por cineastas brasileiras de horror no período de 1970-2024, assim como um mapeamento das personagens femininas dos filmes Medusa e Raquel 1:1.
DOI: 10.15468/dl.y3wxsv
title: Occurrence Download

description: A dataset containing 18556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria purpurea",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18556 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015002-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqpajq
title: Occurrence Download

description: A dataset containing 1868 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sophora alopecuroides"
 ]
}

 The dataset includes 1868 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015001-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29ytw3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((134.6292 33.85216, 134.6554 33.84821, 134.6554 33.85976, 134.6546 33.85337, 134.6459 33.85848, 134.6554 33.86735, 134.6554 33.87224, 134.6292 33.85216))",
 "TaxonKey is Chromista"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015003-250914085247600/datasets/export for details.
DOI: 10.15468/dl.8a2kc8
title: Occurrence Download

description: A dataset containing 52778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 2010"
 ]
}

 The dataset includes 52778 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014903-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsn4tj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((134.6292 33.85216, 134.6554 33.84821, 134.6554 33.85976, 134.6546 33.85337, 134.6459 33.85848, 134.6554 33.86735, 134.6554 33.87224, 134.6292 33.85216))",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015004-250914085247600/datasets/export for details.
DOI: 10.15468/dl.w9u2xz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((134.6292 33.85216, 134.6554 33.84821, 134.6554 33.85976, 134.6546 33.85337, 134.6459 33.85848, 134.6554 33.86735, 134.6554 33.87224, 134.6292 33.85216))",
 "TaxonKey is Archaea"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015006-250914085247600/datasets/export for details.
DOI: 10.15468/dl.auns3q
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria purpurea",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 274 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015005-250914085247600/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.30157165
title: Datasets for manuscript

description: Contains coding data and codebooks with additional information.
DOI: 10.6084/m9.figshare.30157165.v1
title: Datasets for manuscript

description: Contains coding data and codebooks with additional information.
DOI: 10.5281/zenodo.17119513
title: Analysis of Terrestrial Water Storage and Water Availability in the Middle East: Spatiotemporal Trends, Hydroclimatic Drivers, and Socio-Ecological Implications
DOI: 10.5281/zenodo.17119514
title: Analysis of Terrestrial Water Storage and Water Availability in the Middle East: Spatiotemporal Trends, Hydroclimatic Drivers, and Socio-Ecological Implications
DOI: 10.48331/scielodata.opaxaa/1nbder
title: table1_pdf

description: List of 54 articles selected to extracted and synthesized for quantitative and qualitative analysis.
DOI: 10.48331/scielodata.opaxaa/pfcgmw
title: README.txt
DOI: 10.48331/scielodata.opaxaa
title: Data for: Quantification and analysis of emerging threats studies on freshwater zooplankton (Copepoda, Cladocera and Rotifera) in Brazil from 2014 to 2023

description: This study aimed to quantify and analyze research on emerging threats to freshwater zooplankton (Copepoda, Cladocera, and Rotifera) in Brazil, published between 2014 and 2023. The primary focus was to systematically identify the main environmental stressors studied, knowledge gaps, and methodological trends employed in the research. The analysis was conducted through a systematic literature review in the Web of Science, Scopus, and Scielo databases, using specific terms related to zooplankton and emerging threats. Peer-reviewed articles published within the defined period were included. Each study was categorized based on the type of stressor analyzed (e.g., climate change, microplastic pollution, biological invasions), taxonomic groups addressed, and methodological approaches employed, following the PRISMA model. A total of 176 articles were initially retrieved from the databases, of which 53 met all inclusion criteria and were selected for analysis in this review.
DOI: 10.15468/dl.maaky2
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria repens",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015015-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.