cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24872133.v3
title: <b>Acclimation Capacity to Global Warming of Amphibians and Freshwater Fishes: Drivers, Patterns, and Data Limitations</b>

description: Amphibians and fishes play a central role in shaping the structure and function of freshwater environments. These organisms have a limited capacity to disperse across different habitats and the thermal buffer offered by freshwater systems is small. Understanding determinants and patterns of their physiological sensitivity across life history is, therefore, imperative to predicting the impacts of climate change in freshwater systems. Based on a systematic literature review including 345 experiments with 998 estimates on 96 amphibian (Anura/Caudata) and 93 freshwater fish species (Teleostei), we conducted a quantitative synthesis to explore phylogenetic, ontogenetic, and biogeographic (thermal adaptation) patterns in upper thermal tolerance (CT<sub>max</sub>) and thermal acclimation capacity (Acclimation Response Ratio, ARR)<sub> </sub>as<sub> </sub>well as the influence of the methodology used to assess these thermal traits using a conditional inference tree analysis. We found globally consistent patterns in CT<sub>max</sub> and ARR, with phylogeny (taxa/order), experimental methodology, climatic origin, and life stage as significant determinants of thermal traits. The analysis demonstrated that CT<sub>max</sub> does not primarily depend on the climatic origin but on experimental acclimation temperature and duration, and life stage. Higher acclimation temperatures and longer acclimation times led to higher CT<sub>max</sub> values, whereby Anuran larvae revealed a higher CT<sub>max</sub> than older life stages. The ARR of freshwater fishes was more than twice that of amphibians. Differences in ARR between life stages were not significant. In addition to phylogenetic differences, we found that ARR also depended on acclimation duration, ramping rate, and adaptation to local temperature variability. However, the amount of data on early life stages is too small, methodologically inconsistent, and phylogenetically unbalanced to identify potential life cycle bottlenecks in thermal traits. We therefore propose methods to improve the robustness and comparability of CT<sub>max</sub>/ARR data across species and life stages, which is crucial for the conservation of freshwater biodiversity under climate change.
DOI: 10.6084/m9.figshare.24872133.v2
title: <b>Acclimation Capacity to Global Warming of Amphibians and Freshwater Fishes: Drivers, Patterns, and Data Limitations</b>

description: Amphibians and fishes play a central role in shaping the structure and function of freshwater environments. These organisms have a limited capacity to disperse across different habitats and the thermal buffer offered by freshwater systems is small. Understanding determinants and patterns of their physiological sensitivity across life history is, therefore, imperative to predicting the impacts of climate change in freshwater systems. Based on a systematic literature review including 345 experiments with 998 estimates on 96 amphibian (Anura/Caudata) and 93 freshwater fish species (Teleostei), we conducted a quantitative synthesis to explore phylogenetic, ontogenetic, and biogeographic (thermal adaptation) patterns in upper thermal tolerance (CT<sub>max</sub>) and thermal acclimation capacity (Acclimation Response Ratio, ARR)<sub> </sub>as<sub> </sub>well as the influence of the methodology used to assess these thermal traits using a conditional inference tree analysis. We found globally consistent patterns in CT<sub>max</sub> and ARR, with phylogeny (taxa/order), experimental methodology, climatic origin, and life stage as significant determinants of thermal traits. The analysis demonstrated that CT<sub>max</sub> does not primarily depend on the climatic origin but on experimental acclimation temperature and duration, and life stage. Higher acclimation temperatures and longer acclimation times led to higher CT<sub>max</sub> values, whereby Anuran larvae revealed a higher CT<sub>max</sub> than older life stages. The ARR of freshwater fishes was more than twice that of amphibians. Differences in ARR between life stages were not significant. In addition to phylogenetic differences, we found that ARR also depended on acclimation duration, ramping rate, and adaptation to local temperature variability. However, the amount of data on early life stages is too small, methodologically inconsistent, and phylogenetically unbalanced to identify potential life cycle bottlenecks in thermal traits. We therefore propose methods to improve the robustness and comparability of CT<sub>max</sub>/ARR data across species and life stages, which is crucial for the conservation of freshwater biodiversity under climate change.
DOI: 10.15468/dl.fgb8n2
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bellevalia forniculata (Fomin) Delaunay"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115332-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whdkkw
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchornea trewioides (Benth.) Müll.Arg."
 ]
}

 The dataset includes 570 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0357724-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk2xh6
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bellevalia desertorum Eig & Feinbrun"
 ]
}

 The dataset includes 388 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115324-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbxrnm
title: Occurrence Download

description: A dataset containing 11046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lopinga achine (Scopoli, 1763))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 11046 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244715-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enw9dj
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea subulisquama Hand.-Mazz."
 ]
}

 The dataset includes 140 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115328-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a2xfe
title: Occurrence Download

description: A dataset containing 203135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.75122 -4.63186,-68.80737 -4.63186,-68.80737 0.0872,-73.75122 0.0872,-73.75122 -4.63186))",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "PublishingOrg is 8e1a7b73-e746-4d20-a0ba-e647ce0f9784",
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "PublishingOrg is 9d77fdeb-100f-4b29-98ad-4effdd824457",
 "PublishingOrg is 2a7e3080-28a9-11dd-97cd-b8a03c50a862",
 "PublishingOrg is ab13adb9-ce23-444d-87c9-ce41f03ef2b3",
 "PublishingOrg is 493fe050-055d-11d8-b84f-b8a03c50a862",
 "PublishingOrg is eac88d99-9f6c-4031-8fc4-8088f0e0dfe7",
 "PublishingOrg is 5ffa575c-fcd4-4583-9611-545f67b04316",
 "PublishingOrg is 7b8aff00-a9f8-11d8-944b-b8a03c50a862"
 ]
 },
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 203135 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244730-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jbdun
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Azerbaijan",
 "EventDate is 2021-01-01,2021-12-31"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115352-230530130749713/datasets/export for details.
DOI: 10.15468/dl.ees3j7
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Sabal mexicana Mart."
 ]
}

 The dataset includes 553 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120643-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68stz7
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea taraxacifolia (Lindl. ex Royle) Wall. ex DC."
 ]
}

 The dataset includes 153 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115346-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2tzhs
title: Occurrence Download

description: A dataset containing 1993 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 1993 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0388184-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wn9x2
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea tatsienensis Franch."
 ]
}

 The dataset includes 286 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115348-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfbh7h
title: Occurrence Download

description: A dataset containing 836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synurus deltoides (Aiton) Nakai",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 836 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258956-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.radd7s
title: Occurrence Download

description: A dataset containing 550906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lotus corniculatus L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 550906 records from 1022 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244722-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cx5nvfc7kv.1
title: Agricultural LULC Ground Truth Data - Kundadam Block, Tiruppur, Tamil Nadu, India (Rabi Season 2023 - 2024)

description: Rabi Season (November 2023 – January 2024) geotagged agricultural data from multiple villages and hamlets of Kundadam block, Tiruppur district, Tamil Nadu, India.

This dataset provides comprehensive land-use and land-cover (LULC) ground truth information for 260 plots. It includes crop type records, land classification (agricultural or fallow), and irrigation practices, supported by georeferenced KML files for spatial analysis.

The agricultural landscape is dominated by maize, mulberry, coconut, and sorghum, alongside a significant share of fallow land — indicating potential for improved land-use efficiency and crop diversification.

Irrigation practices, primarily drip irrigation, are documented with insights into groundwater usage. Most plots are supported by 3–4 wells on average. Open wells range from 60 to 110 feet, while borewells extend up to 1,600 feet, reflecting the area's dependency on groundwater in a semi-arid context.

Timestamped observations and plot-level imagery offer a practical foundation for analyzing cropping patterns, land use, and strategies for sustainable resource management in similar agro-ecological zones.
DOI: 10.17632/wswk25dhy9
title: A phase-state related hydrogen transfer model for deeply buried natural organic matter

description: Original data and reference data of the study on "A phase-state related hydrogen transfer model for deeply buried natural organic matter"
DOI: 10.17632/wswk25dhy9.1
title: A phase-state related hydrogen transfer model for deeply buried natural organic matter

description: Original data and reference data of the study on "A phase-state related hydrogen transfer model for deeply buried natural organic matter"
DOI: 10.5281/zenodo.15220292
title: Dataset for Capacity Planning in Stable Matching

description: Dataset to replicate the results in the article "Capacity Planning in Stable Matching". The replication code for this paper is contained in the Github repository https://github.com/mxmmargarida/2023.0386. The file that requires this data set is located in https://github.com/mxmmargarida/2023.0386/blob/main/src/R/prepare_data.Rmd.

To run this code, 



Download this data file and unzip it within the folder where the repository is contained.

Run the following command: 

Rscript -e "rmarkdown::render('prepare_data.Rmd', output_format='pdf_document')"
description: This dataset is sourced from the Ministerio de Educación de Chile, originally published at https://datosabiertos.mineduc.cl/. It is licensed under the Creative Commons Attribution 2.0 Chile (CC BY 2.0 CL): https://creativecommons.org/licenses/by/2.0/cl/
DOI: 10.5281/zenodo.15220293
title: Dataset for Capacity Planning in Stable Matching

description: Dataset to replicate the results in the article "Capacity Planning in Stable Matching". The replication code for this paper is contained in the Github repository https://github.com/mxmmargarida/2023.0386. The file that requires this data set is located in https://github.com/mxmmargarida/2023.0386/blob/main/src/R/prepare_data.Rmd.

To run this code, 



Download this data file and unzip it within the folder where the repository is contained.

Run the following command: 

Rscript -e "rmarkdown::render('prepare_data.Rmd', output_format='pdf_document')"
description: This dataset is sourced from the Ministerio de Educación de Chile, originally published at https://datosabiertos.mineduc.cl/. It is licensed under the Creative Commons Attribution 2.0 Chile (CC BY 2.0 CL): https://creativecommons.org/licenses/by/2.0/cl/
DOI: 10.15468/dl.m5hpgr
title: Occurrence Download

description: A dataset containing 16 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'FR'
 AND occurrence.datasetkey IN ('cc988c4f-85da-4a4c-8292-1ff49e3f0807', '54facf62-bf0c-43e7-9972-4fdc407fa6c5', '8a863029-f435-446a-821e-275f4f641165', 'b7cae180-6c5e-4490-aa8e-953996540411', '0759e97c-e4c1-4206-86a2-d128cb292599', '09eb1046-c4dd-41c2-ac4e-a5bf103a8c1a', 'baf7958e-47d2-4db3-86c8-d62d6e1a7bde', '72ea9678-7174-44c4-9535-de9cb733a15d', '95a64dba-14ca-4518-9031-da2b52b2247e')
 AND (occurrence.taxonkey = 1334635 OR occurrence.acceptedtaxonkey = 1334635 OR occurrence.kingdomkey = 1334635 OR occurrence.phylumkey = 1334635 OR occurrence.classkey = 1334635 OR occurrence.orderkey = 1334635 OR occurrence.familykey = 1334635 OR occurrence.genuskey = 1334635 OR occurrence.specieskey = 1334635)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 16 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000430-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jc2h88xcjm.1
title: Corals feel the water chemistry

description: Corals feel the water chemistry: trace elements in coral skeletons reflect accurately their seawater chemistry, biological and geochemical implications
DOI: 10.17632/bfngymnhjh.1
title: Artificial Intelligence Driven Green Business Fashion: Systematic Literature Review on Sustainable Marketing Strategies Data

description: Artificial Intelligence Driven Green Business Fashion: Systematic Literature Review on Sustainable Marketing Strategies Data
DOI: 10.17632/f5dfcydp27.1
title: Field Data on the Effects of Interactive Computer-Based Laboratory Simulations (ICBLS) on Performance and Concept Retention in Senior Two Chemistry Students

description: This dataset contains quantitative and qualitative data collected during a study that investigated the effectiveness of Interactive Computer-Based Laboratory Simulations (ICBLS) in improving students' performance and concept retention in the chemistry topic of chemical reactions.
The data was collected in three phases:
1. Pre-test Phase – To establish students’ baseline understanding of chemical reactions.
2. Intervention Phase – Students in the experimental group used ICBLS during chemistry instruction, while the control group used conventional teaching methods.
3. Post-test and Retention Test Phase – To evaluate learning gains and long-term retention.
DOI: 10.17632/396vgz25v6.1
title: LINF_130021500

description: Tripartite attachment complex protein 166 | p166 Leishmania infantum (strain JPCM5)
DOI: 10.17632/396vgz25v6.2
title: LINF_130021500

description: Tripartite attachment complex protein 166 | p166; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mbksktw7jf.1
title: LINF_130021600

description: MCAK-like kinesin Leishmania infantum (strain JPCM5)
DOI: 10.17632/mbksktw7jf.2
title: LINF_130021600

description: Kinesin KIN13-5; Leishmania infantum (strain JPCM5)
DOI: 10.17632/cwv5y25pc9.1
title: LINF_130021700

description: squalene monooxygenase-like protein Leishmania infantum (strain JPCM5)
DOI: 10.17632/cwv5y25pc9.2
title: LINF_130021700

description: Squalene monooxygenase; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.578hrb
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ziziphus mairei Dode"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141708-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csjums
title: Occurrence Download

description: A dataset containing 18001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2013",
 "TaxonKey is Diomedea exulans Linnaeus, 1758"
 ]
}

 The dataset includes 18001 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021956-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8j8ahn
title: Occurrence Download

description: A dataset containing 30329523 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 30329523 records from 8847 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014797-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.