cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5894925
title: Global Environmental and Weather data for PyPSA-Earth: An Open Optimisation Model of the Earth Energy System.

description: <strong>PyPSA-Earth </strong>is an open model dataset of the global power system at different network levels that cover our Earth. The African model can be built using the code provided at https://github.com/pypsa-meets-africa/pypsa-africa. Other regions follow soon under the same code base. Since the GitHub codebase is not suited for handling large changing files, we provide here separate <strong>data bundles and cutouts</strong> to be downloaded and extracted as noted in the documentation The below-provided <strong>cutouts </strong>are spatiotemporal subsets of the Earth weather data from the ECMWF ERA5 reanalysis dataset and the CMSAF SARAH-2 solar surface radiation dataset for the <strong>year 2013</strong>. They have been prepared by and are for use with the atlite tool (https://atlite.readthedocs.io/). They can be reproduced or extended for other weather years (approx. 40-50 years) around the world by using the build.cutout.py <strong>ECMWF ERA5</strong> <strong>Source: </strong>https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels?tab=overview <strong>Terms of Use: </strong>https://cds.climate.copernicus.eu/api/v2/terms/static/20180314_Copernicus_License_V1.1.pdf
description: Not all authors are listed due to time limitations and will be added in future.
DOI: 10.5281/zenodo.5894911
title: VGP purge_dups parameter optimization

description: Dataset tests
DOI: 10.5281/zenodo.4884673
title: Soil microbial, fungal and bacterial abundance impacted by crop diversification, tillage and fertilizer type

description: This data set contains a data-mining performed to assess the impact of crop diversification, tillage and fertilizer type on soil microbial, fungal and bacterial abundance under arable crops worldwide by a further meta-analysis of the data. These data correspond to the open-access article " <strong>The impact of crop diversification, tillage and fertilization type on soil total microbial, fungal and bacterial abundance: A worldwide meta-analysis of agricultural sites</strong> " published in Agriculture Ecosystems and Environment. (doi:10.1016/j.agee.2022.107867), funded by the European Commission Horizon 2020 project SoildiverAgro [grant agreement 817819].
DOI: 10.5281/zenodo.4884672
title: Soil microbial, fungal and bacterial abundance impacted by crop diversification, tillage and fertilizer type

description: This data set contains a data-mining performed to assess the impact of crop diversification, tillage and fertilizer type on soil microbial, fungal and bacterial abundance under arable crops worldwide by a further meta-analysis of the data. These data correspond to the open-access article " <strong>The impact of crop diversification, tillage and fertilization type on soil total microbial, fungal and bacterial abundance: A worldwide meta-analysis of agricultural sites</strong> " published in Agriculture Ecosystems and Environment. (doi:10.1016/j.agee.2022.107867), funded by the European Commission Horizon 2020 project SoildiverAgro [grant agreement 817819].
DOI: 10.5281/zenodo.5856129
title: Github Directory Listings Dataset 2021

description: Directory listings for the HEAD revisions of all publically-accessible Github repositories in the GHTorrent database dump from 2021-03-06. See the Readme.md file for additional details.
DOI: 10.5281/zenodo.5856128
title: Github Directory Listings Dataset 2021

description: Directory listings for the HEAD revisions of all publically-accessible Github repositories in the GHTorrent database dump from 2021-03-06. See the Readme.md file for additional details.
DOI: 10.5281/zenodo.5894968
title: Global demand data for PyPSA-Earth: An Open Optimisation Model of the Earth Energy System.

description: <strong>PyPSA-Earth </strong>is an open model dataset of the global power system at different network levels that cover our Earth. The African model can be built using the code provided at https://github.com/pypsa-meets-africa/pypsa-africa. Other regions follow soon under the same code base. Since the GitHub codebase is not suited for handling large changing files, we provide here separate <strong>data bundles and cutouts</strong> to be downloaded and extracted as noted in the documentation The below-provided <strong>resource file </strong>contains demand time-series generated by GEGIS covering the world. The time series are produced for different socio-economic scenarios (SSP), weather years, and prediction years<strong>.</strong>
description: Author list will be updated in future
DOI: 10.5281/zenodo.5894984
title: VGP purge_dups parameter optimization

description: Dataset tests
DOI: 10.5281/zenodo.5894910
title: VGP purge_dups parameter optimization

description: Dataset tests
DOI: 10.5281/zenodo.5894972
title: Global demand data for PyPSA-Earth: An Open Optimisation Model of the Earth Energy System.

description: <strong>PyPSA-Earth </strong>is an open model dataset of the global power system at different network levels that cover our Earth. The African model can be built using the code provided at https://github.com/pypsa-meets-africa/pypsa-africa. Other regions follow soon under the same code base. Since the GitHub codebase is not suited for handling large changing files, we provide here separate <strong>data bundles and cutouts</strong> to be downloaded and extracted as noted in the documentation The below-provided <strong>resource file </strong>contains demand time-series generated by GEGIS covering the world. The time series are produced for different socio-economic scenarios (SSP), weather years, and prediction years<strong>.</strong>
description: Author list will be updated in future
DOI: 10.15468/dl.rvjvxh
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Galidictis I.Geoffroy Saint-Hilaire, 1839"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016307-210819072339941/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.25943355.v1
title: Supplementary Tables from Neuromolecular mechanisms related to reflex behaviour in Aplysia are affected by ocean acidification

description: Aplysia-OA-TWR_suppl-tables_13-05-2024.xlsx
DOI: 10.6084/m9.figshare.25943361
title: Supplementary Material from A social learning primacy trend in mate-copying; an experiment in Drosophila melanogaster

description: data_primacy.csv
DOI: 10.6084/m9.figshare.25943364
title: Mate choice behavioral data from A social learning primacy trend in mate-copying; an experiment in Drosophila melanogaster

description: CSV file with mate choice behavioral data collected for this publication and used in analysis.
DOI: 10.6084/m9.figshare.24999317
title: 240115 HRI7 UK 2022 HRI risk factors data

description: Dataset to support the manuscript: Incidence and risk factors for heat-related illness in dogs under UK emergency veterinary care in 2022
DOI: 10.15468/dl.gck9et
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Helianthemum songaricum Schrenk"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318417-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8em0i
title: Occurrence Download

description: A dataset containing 4212 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 "TaxonKey is Lantana camara L."
 ]
}

 The dataset includes 4212 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007428-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4tst8
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phellodendron chinense C.K.Schneid."
 ]
}

 The dataset includes 260 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232733-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gagx5t
title: Occurrence Download

description: A dataset containing 1467 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus teocote Schiede ex Schltdl. & Cham."
 ]
}

 The dataset includes 1467 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007108-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfra9z
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterygoplichthys multiradiatus (Hancock, 1828)"
 ]
}

 The dataset includes 278 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313325-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhjcx5
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ghana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthocleista nobilis G.Don"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051050-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.782e6s
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Thunbergia alata Bojer ex Sims"
 ]
}

 The dataset includes 1386 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241213-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pl7i8t
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zygodontomys brunneus Thomas, 1898",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 84 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007108-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9up66
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Neoraputia saldanhae Emmerich",
 "TaxonKey is Neoraputia calliantha Kallunki",
 "TaxonKey is Neoraputia micrantha Kallunki"
 ]
}

 The dataset includes 110 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413288-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sivvkx
title: Occurrence Download

description: A dataset containing 104293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Gastropoda"
 ]
}

 The dataset includes 104293 records from 730 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007429-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9em39
title: Occurrence Download

description: A dataset containing 2033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ciconia ciconia (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 2033 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241205-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3g4wr
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Senecio multilobus C.C.Chang"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298129-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hlvcvx
title: Occurrence Download

description: A dataset containing 4155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton compressus All., 1785",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4155 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002150-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xb4a4a
title: Occurrence Download

description: A dataset containing 1506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ageratum corymbosum Zucc."
 ]
}

 The dataset includes 1506 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051084-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnrekc
title: Occurrence Download

description: A dataset containing 63116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((70 33,70 38,78 38,78 33,70 33))"
 ]
}

 The dataset includes 63116 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002150-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsy7bn
title: Occurrence Download

description: A dataset containing 5337 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivis télémétriques des pinnipèdes dans les TAAF du Centre d'Etudes Biologiques de Chizé - Suivis télémétriques des éléphants de mer dans les TAAF par le Centre d'Etudes Biologiques de Chizé"
 ]
}

 The dataset includes 5337 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232759-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b2fbg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((5.275 53.225,5.325 53.225,5.325 53.275,5.275 53.275,5.275 53.225))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305968-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rgwwb
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ostracoda abundance of Hole 42-372"
 ]
}

 The dataset includes 93 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007429-160822134323880/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.25943433.v1
title: Egg survival data for worker egg treatment of experiment 1 from Innate and learned components of egg recognition in the ant <i>Camponotus floridanus</i>

description: The data indicate if a specific egg survived (1) or not (0) in column "eggfate"
DOI: 10.15468/dl.zqlqf3
title: Occurrence Download

description: A dataset containing 864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.97733 9.57204,-75.11627 9.57204,-75.11627 10.11408,-75.97733 10.11408,-75.97733 9.57204))",
 "TaxonKey is Actinopterygii",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 864 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002150-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdzary
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Tanzania, United Republic of",
 "Country is Somalia"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ammodorcas Thomas, 1891"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244126-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk4dm4
title: Occurrence Download

description: A dataset containing 171024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON Z((121.54763 25.01614 0,121.57376 25.03921 0,121.61212 25.04849 0,121.61535 25.07812 0,121.5906 25.08443 0,121.55024 25.08739 0,121.53207 25.08142 0,121.52314 25.08263 0,121.53604 25.10452 0,121.52908 25.13424 0,121.5046 25.14222 0,121.49433 25.14434 0,121.4983 25.11593 0,121.50759 25.08086 0,121.50827 25.04939 0,121.49471 25.04039 0,121.48545 25.03649 0,121.49307 25.01462 0,121.51556 25.00954 0,121.54763 25.01614 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2019"
 ]
}

 The dataset includes 171024 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318435-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aywmew
title: Occurrence Download

description: A dataset containing 9359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clidemia hirta (L.) D.Don"
 ]
}

 The dataset includes 9359 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051038-200613084148143/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.25943439
title: Egg survival data for queen egg treatment of experiment 1 from Innate and learned components of egg recognition in the ant <i>Camponotus floridanus</i>

description: The data indicate if a specific egg survived (1) or not (0) in column "eggfate"
DOI: 10.6084/m9.figshare.25943439.v1
title: Egg survival data for queen egg treatment of experiment 1 from Innate and learned components of egg recognition in the ant <i>Camponotus floridanus</i>

description: The data indicate if a specific egg survived (1) or not (0) in column "eggfate"
DOI: 10.15468/dl.sdd5ee
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tragopan blythii (Jerdon, 1870)"
 ]
}

 The dataset includes 85 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002151-150912100344238/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.25943442
title: Egg survival data for experiment 4 with workers from incipient colonies from Innate and learned components of egg recognition in the ant <i>Camponotus floridanus</i>

description: The data represent the number of surviving eggs
DOI: 10.6084/m9.figshare.25943442.v1
title: Egg survival data for experiment 4 with workers from incipient colonies from Innate and learned components of egg recognition in the ant <i>Camponotus floridanus</i>

description: The data represent the number of surviving eggs
DOI: 10.15468/dl.8h2fym
title: Occurrence Download

description: A dataset containing 1712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chanos chanos (Forsskål, 1775))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1712 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052309-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/nrg_101m
title: Supply and transformation of solid fuels - monthly data
title: Approvisionnement, transformation - combustibles solides - données mensuelles
title: Versorgung, Umwandlung - feste Brennstoffe - monatliche Daten
DOI: 10.15468/dl.3uzm63
title: Occurrence Download

description: A dataset containing 25155530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1953-2023"
 ]
}

 The dataset includes 25155530 records from 2650 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021880-250402121839773/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.14998919.v1
title: Additional file 6 of Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models

description: Additional file 6: Table S5. Selected gene sets enriched in phenotype “secondary resistant” (p ≤ 0.05).
DOI: 10.6084/m9.figshare.14998910.v1
title: Additional file 3 of Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models

description: Additional file 3: Table S2. Growth curves of all chronically cetuximab treated tumors, GSEA snapshots of enrichment results, and summary of gene expression data for each individual xenograft tumor analyzed.
DOI: 10.6084/m9.figshare.14998913
title: Additional file 4 of Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models

description: Additional file 4: Table S3. Tables of SNVs identified in primary resistant PDX models.