cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xundq4
title: Occurrence Download

description: A dataset containing 1100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((103.28236 -4.98577,104.93312 -6.03061,105.86917 -5.87566,106.50549 -3.70928,108.25539 -3.90329,108.44982 -2.46788,106.39944 -1.4669,105.51565 -1.3465,103.0057 -1.60046,101.04713 -3.06224,103.28236 -4.98577))",
 "HasGeospatialIssue is false",
 "TaxonKey is Pieridae"
 ]
}

 The dataset includes 1100 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022463-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psv888
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"10874754","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022464-241024112534372/datasets/export for details.
DOI: 10.15468/dl.4cd36y
title: Occurrence Download

description: A dataset containing 8437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "TaxonKey is Pycnonotus leucotis (Gould, 1836)"
 ]
}

 The dataset includes 8437 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022465-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ms83ru
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"10875486","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022466-241024112534372/datasets/export for details.
DOI: 10.15468/dl.rf4psf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"10876252","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022467-241024112534372/datasets/export for details.
DOI: 10.15468/dl.w8th7s
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis wattii (King ex Hook.f.) A.Camus"
 ]
}

 The dataset includes 76 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022469-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdurqx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"10878005","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022470-241024112534372/datasets/export for details.
DOI: 10.6084/m9.figshare.27611313.v1
title: Additional file 6 of Microprotein-encoding RNA regulation in cells treated with pro-inflammatory and pro-fibrotic stimuli

description: Supplementary Material 6
DOI: 10.15468/dl.5eww6z
title: Occurrence Download

description: A dataset containing 8437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "TaxonKey is Pycnonotus leucotis (Gould, 1836)"
 ]
}

 The dataset includes 8437 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022471-241024112534372/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.27611304.v1
title: Additional file 4 of Microprotein-encoding RNA regulation in cells treated with pro-inflammatory and pro-fibrotic stimuli

description: Supplementary Material 4
DOI: 10.15468/dl.2pjtyw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"10878824","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022472-241024112534372/datasets/export for details.
DOI: 10.6084/m9.figshare.27611421
title: <b>An Empirical Study on Energy Usage Patterns of </b><b>Different Variants of Data Processing Libraries</b>

description: As computing power grows, so does the need for data processing, which uses a lot of energy in steps like cleaning and analyzing data. This study looks at the energy and time efficiency of four common Python libraries—<b>Pandas</b>, <b>Vaex</b>, <b>Scikit-learn</b>, and <b>NumPy</b>—tested on <b>five </b>datasets across <b>21 </b>tasks. We compared the energy use of the newest and older versions of each library. Our findings show that no single library always saves the most energy. Instead, energy use varies by task type, how often tasks are done, and the library version. In some cases, newer versions use less energy, pointing to the need for more research on making data processing more energy-efficient.<br><br>A zip file accompanying this study contains the scripts, datasets, and a README file for guidance. This setup allows for easy replication and testing of the experiments described, helping to further analyze energy efficiency across different libraries and tasks.
DOI: 10.6084/m9.figshare.27611352
title: Additional file 10 of Nepali oral microbiomes reflect a gradient of lifestyles from traditional to industrialized

description: Additional file 10: S9 Table—Read counts through each sequence processing step. Read counts at each step of sequence processing, starting with raw demultiplexed reads and all the way through DADA2, merging, and chimera removal. “Input” column refers to the number of raw reads obtained per sample after sequencing, “filtered” refers to the number of reads remaining after initial read QC, “denoised” refers to the number of reads remaining after denoising in DADA2, “nochim” refers to the number of reads remaining after chimeric sequences were removed, and “retained_overall” is the total proportion of reads retained following all QC steps from the input amount. Table does not include the samples that failed to pass initial read QC.
DOI: 10.6084/m9.figshare.27611349
title: Additional file 9 of Nepali oral microbiomes reflect a gradient of lifestyles from traditional to industrialized

description: Additional file 9: S8 Table—Gut microbiome differential abundance results from ALDEx2.  Gut microbiome genera analyzed for differential abundance based on lifestyle via ALDEx2. Overall, 37/136 genera were identified as significantly differentially abundant. Kruskal-Wallis module was utilized and p-value correction was applied using the Benjamini-Hochberg method. Both unadjusted (kw.ep) and adjusted p-values (kw.eBH) are shown. Adjusted p-value &lt; 0.05 is the threshold for significance.
DOI: 10.6084/m9.figshare.27611343
title: Additional file 7 of Nepali oral microbiomes reflect a gradient of lifestyles from traditional to industrialized

description: Additional file 7: S6 Table—Predicted functional potential differential abundance results. PICRUSt2 predicted functions were analyzed for differential abundance based on lifestyle. None of the 107 tested functions were found to be significant after multiple test correction, but 21/107 pathways were significant prior to correction. Kruskal-Wallis module in ALDEx2 was utilized and p-value correction was applied using the Benjamini-Hochberg method. Both unadjusted (kw.ep) and adjusted p-values (kw.eBH) are shown. Adjusted p-value &lt; 0.05 is the threshold for significance.
DOI: 10.6084/m9.figshare.27611331
title: Additional file 3 of Nepali oral microbiomes reflect a gradient of lifestyles from traditional to industrialized

description: Additional 3: S2 Table—Oral microbiome differential abundance results from ALDEx2. Oral microbiome genera tested for differential abundance across lifestyle. Overall, 2/111 genera were identified as significantly differentially abundant. Kruskal-Wallis module was utilized and p-value correction was applied using the Benjamini-Hochberg method. Both unadjusted (kw.ep) and adjusted p-values (kw.eBH) are shown, and adjusted p-value &lt; 0.05 is the threshold for significance.
DOI: 10.15468/dl.4n5ftu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"10880396","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022473-241024112534372/datasets/export for details.
DOI: 10.15468/dl.btwmne
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"10880538","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022474-241024112534372/datasets/export for details.
DOI: 10.6084/m9.figshare.27611446
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_GSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611446.v2
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_GSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611446.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_GSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611447
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM3_ModelFitAndSimulate.R
DOI: 10.6084/m9.figshare.27611447.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM3_ModelFitAndSimulate.R
DOI: 10.6084/m9.figshare.27611449
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM3_ModelFitAndSimulate.R
DOI: 10.6084/m9.figshare.27611449.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM3_ModelFitAndSimulate.R
DOI: 10.6084/m9.figshare.27611452
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611452.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611453
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611453.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611458
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611458.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611459
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611459.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611461
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_GSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611461.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_GSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611462
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_GSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611462.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_GSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611464
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM-summary_README.csv
DOI: 10.6084/m9.figshare.27611464.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM-summary_README.csv
DOI: 10.6084/m9.figshare.27611465
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM-summary_README.csv
DOI: 10.6084/m9.figshare.27611465.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM-summary_README.csv
DOI: 10.6084/m9.figshare.27611467
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611467.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611468
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611468.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_HSites_FINALmodel.rda
DOI: 10.6084/m9.figshare.27611470
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM4_AnalysisCode.R
DOI: 10.6084/m9.figshare.27611470.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM4_AnalysisCode.R
DOI: 10.6084/m9.figshare.27611471
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM4_AnalysisCode.R
DOI: 10.6084/m9.figshare.27611471.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM4_AnalysisCode.R
DOI: 10.6084/m9.figshare.27611473
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM2_PhenomenologicalModelSourceCode.R
DOI: 10.6084/m9.figshare.27611473.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM2_PhenomenologicalModelSourceCode.R
DOI: 10.6084/m9.figshare.27611474
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM2_PhenomenologicalModelSourceCode.R
DOI: 10.6084/m9.figshare.27611474.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: Stewart-et-al_ESM2_PhenomenologicalModelSourceCode.R
DOI: 10.6084/m9.figshare.27611476
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611476.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611477
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_NULLmodel.rda
DOI: 10.6084/m9.figshare.27611477.v1
title: Supplementary Material from Phenological variation in biotic interactions shapes population dynamics and distribution in a range-shifting insect herbivore

description: BA_allSites_NULLmodel.rda
DOI: 10.15468/dl.42jv2s
title: Occurrence Download

description: A dataset containing 31946 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus cerasus L."
 ]
}

 The dataset includes 31946 records from 688 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022468-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.