cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9xzqns
title: Occurrence Download

description: A dataset containing 2122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-437.29596 -12.27238,-436.83014 -12.27238,-436.83014 -11.84262,-437.29596 -11.84262,-437.29596 -12.27238))",
 "HasGeospatialIssue is false",
 "TaxonKey is Anas bahamensis Linnaeus, 1758"
 ]
}

 The dataset includes 2122 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254465-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dy3a3
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Paraliparis garmani Burke, 1912",
 "TaxonKey is Paraliparis hystrix Merrett, 1983"
 ]
}

 The dataset includes 155 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252227-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mevbpr
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "MediaType is Image",
 "TaxonKey is Zygomycota"
 ]
}

 The dataset includes 468 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258472-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eayt9k
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Harmonia axyridis (Pallas, 1773)"
 ]
}

 The dataset includes 139 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009911-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.use8up
title: Occurrence Download

description: A dataset containing 237636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Glareola nordmanni Fischer von Waldheim, 1842",
 "TaxonKey is Circus pygargus (Linnaeus, 1758)",
 "TaxonKey is Polemaetus bellicosus (Daudin, 1800)"
 ]
 }
 ]
}

 The dataset includes 237636 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281809-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc4sdm
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraliparis hystrix Merrett, 1983"
 ]
}

 The dataset includes 59 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252231-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kngghs
title: Occurrence Download

description: A dataset containing 1037 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianopsis barbata (Froel.) Ma"
 ]
}

 The dataset includes 1037 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269598-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxwg2b
title: Occurrence Download

description: A dataset containing 35322 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 35322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009911-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjv6sw
title: Occurrence Download

description: A dataset containing 420412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.04196 -54.1915,145.09313 -55.01144,185.7519 -52.18665,184.7203 6.69235,169.92854 58.71042,119.51906 61.43963,97.14176 53.59837,40.70791 62.73146,17.87083 69.53553,14.00798 62.22934,11.70694 68.86894,-22.82912 62.47458,-87.49733 53.99368,-134.73714 52.89568,-173.06153 41.96634,-181.34429 -7.93189,-173.28555 -26.80926,-164.14967 -55.31998,-64.643 -64.21605,4.97267 -61.9518,9.04196 -54.1915))",
 "TaxonKey is Rutaceae"
 ]
}

 The dataset includes 420412 records from 1171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292682-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zs3a9z
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mentzelia librina"
 ]
}

 The dataset includes 41 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008054-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xynmaq
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Arenaria serpyllifolia"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008287-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399netw
title: Integral Transform of Sheaves with Singular Supports
DOI: 10.5281/zenodo.18504391
title: OGAHIYNING ADABIY MUHITDAGI O'RNI

description: Mazkur maqolada XIX asr o‘zbek adabiy muhitining yirik namoyandasi, shoir, tarixchi va tarjimon Ogahiy ijodining shakllanishi hamda uning adabiy-madaniy jarayondagi o‘rni uzluksiz ilmiy tahlil asosida yoritiladi. Ogahiyning Xorazm adabiy muhitidagi mavqei, mumtoz adabiyot an’analarini davom ettirish va rivojlantirishdagi xizmati, tarjimonlik faoliyati orqali Sharq va G‘arb adabiy aloqalariga qo‘shgan hissasi, shuningdek, uning tarixiy asarlari va she’riy merosida davr ruhi, ijtimoiy-siyosiy muhit hamda estetik qarashlarning aks etishi kompleks tarzda ko‘rib chiqiladi. Tadqiqotda Ogahiyning adabiy merosi o‘zbek adabiy tafakkurining uzviy tarkibiy qismi sifatida baholanib, uning ijodi mumtoz va yangi davr adabiyoti o‘rtasidagi bog‘lovchi b
DOI: 10.5281/zenodo.18504390
title: OGAHIYNING ADABIY MUHITDAGI O'RNI

description: Mazkur maqolada XIX asr o‘zbek adabiy muhitining yirik namoyandasi, shoir, tarixchi va tarjimon Ogahiy ijodining shakllanishi hamda uning adabiy-madaniy jarayondagi o‘rni uzluksiz ilmiy tahlil asosida yoritiladi. Ogahiyning Xorazm adabiy muhitidagi mavqei, mumtoz adabiyot an’analarini davom ettirish va rivojlantirishdagi xizmati, tarjimonlik faoliyati orqali Sharq va G‘arb adabiy aloqalariga qo‘shgan hissasi, shuningdek, uning tarixiy asarlari va she’riy merosida davr ruhi, ijtimoiy-siyosiy muhit hamda estetik qarashlarning aks etishi kompleks tarzda ko‘rib chiqiladi. Tadqiqotda Ogahiyning adabiy merosi o‘zbek adabiy tafakkurining uzviy tarkibiy qismi sifatida baholanib, uning ijodi mumtoz va yangi davr adabiyoti o‘rtasidagi bog‘lovchi b
DOI: 10.5281/zenodo.18504021
title: Dataset for "Lake sediment heatwaves under global warming"

description: This dataset contains global gridded metrics describing lake water temperature, sediment temperature, and heatwave characteristics derived from climate model simulations.

Each NetCDF file represents one climate model × emissions scenario (e.g. gfdl-esm4_ssp126_global.nc).Multiple files exist for different future scenarios (e.g. SSP/RCP pathways).

All variables are provided on a 0.5° global grid (720 × 360) and represent spatially aggregated lake responses within each grid cell.

Missing values are encoded as NaN.

For more details, please refer to "NetCDF Dataset Description.docx".
DOI: 10.15468/dl.n2tpa6
title: Occurrence Download

description: A dataset containing 6426 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -46.479780028101516
 AND decimallatitude &lt;= -41.89415215079384
 AND decimallongitude &gt;= -69.23837900975829
 AND decimallongitude &lt;= -59.94074752362532
 AND GBIF_Within('POLYGON ((-59.940748 -46.479780, -59.940748 -41.894152, -69.238379 -41.894152, -69.238379 -46.479780, -59.940748 -46.479780))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 6426 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016186-260129131611470/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.31278835
title: Supplementary Table 9. Catalog of genome size estimates for four species

description: This table presents genome size estimates for T. amphioxeia, T. acuta, G. theta, and G. avonlea using both k-mer frequency analysis and de novo assembly approaches.
DOI: 10.6084/m9.figshare.31278835.v1
title: Supplementary Table 9. Catalog of genome size estimates for four species

description: This table presents genome size estimates for T. amphioxeia, T. acuta, G. theta, and G. avonlea using both k-mer frequency analysis and de novo assembly approaches.
DOI: 10.15468/dl.us5mh2
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sephisa chandra"
 ]
}

 The dataset includes 582 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016198-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v6qtw
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Livistona australis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 285 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016200-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18504330
title: Natural variations in maternal behavior in inbred mice shape early trait anxiety and hippocampal neurogenesis in offspring

description: Raw data for the manuscript entitled :"Natural variations in maternal behavior in inbred mice shape early trait anxiety and hippocampal neurogenesis in offspring"
DOI: 10.5281/zenodo.18504329
title: Natural variations in maternal behavior in inbred mice shape early trait anxiety and hippocampal neurogenesis in offspring

description: Raw data for the manuscript entitled :"Natural variations in maternal behavior in inbred mice shape early trait anxiety and hippocampal neurogenesis in offspring"
DOI: 10.5281/zenodo.18504410
title: AVTOMOBIL ELEKTR JIHOZLARINI QISMLARGA AJRATIB YIG'ISH

description: Ushbu maqolada avtomobil elektr jihozlarini qismlarga ajratib yig‘ish jarayoni keng tahlil qilinadi. Maqolada avtomobil elektr tizimlarining tarkibi, asosiy komponentlar va ularning ishlash prinsiplari batafsil yoritilgan. Shuningdek, qismlarga ajratib yig‘ish texnologiyasi, asbob-uskunalardan foydalanish, xavfsizlik qoidalari va zamonaviy diagnostika usullari tahlil qilinadi.

Maqolada har bir komponentni alohida ko‘rib chiqish, ularning ishlash mexanizmi va tizim ichidagi o‘rni yoritilgan. Avtomobil elektr jihozlarini qismlarga ajratib yig‘ish nafaqat ishlab chiqarish jarayonida, balki texnik xizmat ko‘rsatish va ta’mirlashda ham muhim ahamiyatga ega. Shu bilan birga, maqolada ilg‘or texnologiyalar, elektron boshqaruv modullari va diagnostika vositalari orqali sifatli va xavfsiz ishlash yo‘llari tahlil qilinadi.
DOI: 10.5281/zenodo.18504411
title: AVTOMOBIL ELEKTR JIHOZLARINI QISMLARGA AJRATIB YIG'ISH

description: Ushbu maqolada avtomobil elektr jihozlarini qismlarga ajratib yig‘ish jarayoni keng tahlil qilinadi. Maqolada avtomobil elektr tizimlarining tarkibi, asosiy komponentlar va ularning ishlash prinsiplari batafsil yoritilgan. Shuningdek, qismlarga ajratib yig‘ish texnologiyasi, asbob-uskunalardan foydalanish, xavfsizlik qoidalari va zamonaviy diagnostika usullari tahlil qilinadi.

Maqolada har bir komponentni alohida ko‘rib chiqish, ularning ishlash mexanizmi va tizim ichidagi o‘rni yoritilgan. Avtomobil elektr jihozlarini qismlarga ajratib yig‘ish nafaqat ishlab chiqarish jarayonida, balki texnik xizmat ko‘rsatish va ta’mirlashda ham muhim ahamiyatga ega. Shu bilan birga, maqolada ilg‘or texnologiyalar, elektron boshqaruv modullari va diagnostika vositalari orqali sifatli va xavfsiz ishlash yo‘llari tahlil qilinadi.
DOI: 10.5281/zenodo.17570273
title: Microstructural imaging of lesions after focused ultrasound thalamotomy in essential tremor

description: The clinical data included in this dataset corresponds to 50 patients treated with MRgFUS and their images obtained before the treatment (baseline), 30 minutes and 6 months after.
DOI: 10.5281/zenodo.17570272
title: Microstructural imaging of lesions after focused ultrasound thalamotomy in essential tremor

description: The clinical data included in this dataset corresponds to 50 patients treated with MRgFUS and their images obtained before the treatment (baseline), 30 minutes and 6 months after.
DOI: 10.15468/dl.mkmf2h
title: Occurrence Download

description: A dataset containing 1482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamproptera meges"
 ]
}

 The dataset includes 1482 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016202-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18493897
title: Genetic and ancestry variation in 6118 individuals from a Direct to Consumer genotyping dataset - PLINK files

description: This repository contains the processed genetic datasets described in the manuscript:"Genetic and ancestry variation in 6118 individuals from a Direct to Consumer genotyping dataset" (currently under submission).

The data originates from public sources, primarily openSNP, alongside reference panels from the Human Genome Diversity Project (HGDP) and the 1000 Genomes Project (1KGP). All data has been remapped to the GRCh37 (hg19) assembly.

Data Processing Overview

Data integrity checks and remapping were performed using the apriha/snps Python library. Standardization to VCF format was conducted via changlubio/GenomePrep, followed by conversion to PLINK binary format (.bed, .bim, .fam).

For each dataset, two versions are provided:





Unfiltered: Raw merged/processed data.




Filtered: Quality-controlled files with a 5% threshold for missing genotypes (--geno 0.05) and missing individuals (--mind 0.05).



File Structure





23andme.zip / AncestryDNA.zip / FamilyTreeDNA.zip: PLINK files for individual DTC companies. Includes both unfiltered and filtered versions.




DTC_merged.zip: The merged dataset of the three companies above (6,118 individuals and 73,382 SNPs in the filtered version).




full_dataset.zip: The final integrated dataset containing the merged DTC data combined with HGDP and 1KGP reference panels (9,376 individuals and 66,843 variants in the filtered version).



Usage Notes





Relatedness: No removal of related individuals was performed, as it was not required for the specific scope of the original analysis.




Reference Genome: GRCh37 (hg19).




Sorting: The final full dataset has been sorted by family and within-family IDs using the PLINK --indiv-sort command.
DOI: 10.5281/zenodo.18493898
title: Genetic and ancestry variation in 6118 individuals from a Direct to Consumer genotyping dataset - PLINK files

description: This repository contains the processed genetic datasets described in the manuscript:"Genetic and ancestry variation in 6118 individuals from a Direct to Consumer genotyping dataset" (currently under submission).

The data originates from public sources, primarily openSNP, alongside reference panels from the Human Genome Diversity Project (HGDP) and the 1000 Genomes Project (1KGP). All data has been remapped to the GRCh37 (hg19) assembly.

Data Processing Overview

Data integrity checks and remapping were performed using the apriha/snps Python library. Standardization to VCF format was conducted via changlubio/GenomePrep, followed by conversion to PLINK binary format (.bed, .bim, .fam).

For each dataset, two versions are provided:





Unfiltered: Raw merged/processed data.




Filtered: Quality-controlled files with a 5% threshold for missing genotypes (--geno 0.05) and missing individuals (--mind 0.05).



File Structure





23andme.zip / AncestryDNA.zip / FamilyTreeDNA.zip: PLINK files for individual DTC companies. Includes both unfiltered and filtered versions.




DTC_merged.zip: The merged dataset of the three companies above (6,118 individuals and 73,382 SNPs in the filtered version).




full_dataset.zip: The final integrated dataset containing the merged DTC data combined with HGDP and 1KGP reference panels (9,376 individuals and 66,843 variants in the filtered version).



Usage Notes





Relatedness: No removal of related individuals was performed, as it was not required for the specific scope of the original analysis.




Reference Genome: GRCh37 (hg19).




Sorting: The final full dataset has been sorted by family and within-family IDs using the PLINK --indiv-sort command.
DOI: 10.3886/e244982
title: Resolving the Discounting Dilemma: Social Time Preference vs. Social Opportunity Cost

description: Because discounting both imputes capital costs
of investment projects and intertemporally weighs their benefits, no project-independent
discount rate can perform both functions to everyone’s satisfaction. Discounting by the Social
Time Preference Rate (STPR) results in undervalued capital costs, while discounting
with the Social Opportunity Cost Rate (SOCR) may undervalue future benefits – at least in the eyes of those making the opposite
choice, as generally STPR&lt;SOCR. This article proposes a two-rate discounting method that uses the SOCR only to
compute capital costs but not to discount future benefits
and uses the STPR to discount future benefits but not to compute capital costs.
There is no need to choose between the STPR and the SOCR, both are needed to reach
correct BCA conclusions. If there is agreement on the value of the SOCR, there
will be agreement on which projects are feasible because, regardless of the
value of the STPR, the SOCR is the hurdle feasibility rate. Two-rate
discounting is a more accurate correction to single rate social time preference
(STP) discounting than the shadow price of capital (SPC) or the marginal cost
of funds (MCF) corrections.<br>
DOI: 10.3886/e244982v1
title: Resolving the Discounting Dilemma: Social Time Preference vs. Social Opportunity Cost

description: Because discounting both imputes capital costs
of investment projects and intertemporally weighs their benefits, no project-independent
discount rate can perform both functions to everyone’s satisfaction. Discounting by the Social
Time Preference Rate (STPR) results in undervalued capital costs, while discounting
with the Social Opportunity Cost Rate (SOCR) may undervalue future benefits – at least in the eyes of those making the opposite
choice, as generally STPR&lt;SOCR. This article proposes a two-rate discounting method that uses the SOCR only to
compute capital costs but not to discount future benefits
and uses the STPR to discount future benefits but not to compute capital costs.
There is no need to choose between the STPR and the SOCR, both are needed to reach
correct BCA conclusions. If there is agreement on the value of the SOCR, there
will be agreement on which projects are feasible because, regardless of the
value of the STPR, the SOCR is the hurdle feasibility rate. Two-rate
discounting is a more accurate correction to single rate social time preference
(STP) discounting than the shadow price of capital (SPC) or the marginal cost
of funds (MCF) corrections.<br>
DOI: 10.5281/zenodo.7990172
title: Nutrient Flows in the French Sanitation System

description: Code and generated results for nitrogen and phosphorus flows analysis of the French sanitation system. Produced from multiple data sources: wastewater treamtent plats operational data, industry discharges to sewers, food intake surveys...
DOI: 10.5281/zenodo.7990171
title: Nutrient Flows in the French Sanitation System

description: Code and generated results for nitrogen and phosphorus flows analysis of the French sanitation system. Produced from multiple data sources: wastewater treamtent plats operational data, industry discharges to sewers, food intake surveys...
DOI: 10.15468/dl.tje4ks
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lestranicus transpectus"
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016204-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v8s6c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Loxococcus rupicola",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016205-260129131611470/datasets/export for details.