cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5284/1133980
title: Digital Archive from a Geophysical Survey Along St Neots Growth Scheme Pipeline, Cambridgeshire, November 2023 and January 2024

description: This collection comprises GIS and geophysics data from a geophysical survey along the St Neots Growth Scheme pipeline route in Cambridgeshire. This work was undertaken by Museum of London Archaeology (MOLA) in November 2023 and January 2024. The survey detected a network of enclosures of probable Iron Age or Roman origin across the south-eastern parts of both routes. Medieval to post-medieval ridge and furrow was also detected at the south-eastern end of the survey area.
DOI: 10.15468/dl.g22bu7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010235-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zqnq6
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010236-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jnv4y
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra multifolia"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010241-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktpchx
title: Occurrence Download

description: A dataset containing 461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnotus coropinae"
 ]
}

 The dataset includes 461 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010237-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np492v
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Becium obovatum"
 ]
}

 The dataset includes 528 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010240-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya2dg2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerodramus ocistus gilliardi"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010242-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14696358
title: Data for publication "Exploring the effect of training set size and number of categories on ice crystal classification through a contrastive semi-supervised learning algorithm"
DOI: 10.5281/zenodo.14696359
title: Data for publication "Exploring the effect of training set size and number of categories on ice crystal classification through a contrastive semi-supervised learning algorithm"
DOI: 10.5281/zenodo.15877228
title: LAMMPS Data + Model creation script
DOI: 10.5281/zenodo.15877229
title: LAMMPS Data + Model creation script
DOI: 10.5281/zenodo.15862095
title: Data required to replicate findings in "Subspecies of the human gut microbiota carry implicit information for in-depth microbiome research"

description: This repository provides access to all data and code required to replicate findings from the publication Trickovic et al. (2025) "Subspecies of the human gut microbiota carry implicit information for in-depth microbiome research".

Since the HumGut catalog is too big to upload here, you can access its metadata at: https://arken.nmbu.no/~larssn/humgut/All_genomes.tsv.There, you can use the links provided to download all of the genomes from their home repositories.

 

Here, you can find the HumSub catalogue itself, available in two versions:

1) HuMSub_51_1000.sbt.zip: Subspecies-specific hashes created based on kmer length of 51 and scaling factor of 1000. It is used for general subspecies quantification;

2) HuMSub_21_1000.sbt.zip:  Subspecies-specific hashes created based on kmer length of 21 and scaling factor of 1000. It is used for querying the Mastiff database for studying the biogeographical distribution of subspecies.

Finally, you can find simulated metagenomic samples:

1) humgut_samples.tar.gz: Contains ten pair-end simulated sequencing data created using MAGs from the HumGut catalog;

2) new_samples.tar.gz: Contains ten pair-end simulated sequencing data created using MAGs outside the HumGut catalog.

 

All corresponding code can be found at: https://github.com/trajkovski-lab/humsub
DOI: 10.5281/zenodo.15862096
title: Data required to replicate findings in "Subspecies of the human gut microbiota carry implicit information for in-depth microbiome research"

description: This repository provides access to all data and code required to replicate findings from the publication Trickovic et al. (2025) "Subspecies of the human gut microbiota carry implicit information for in-depth microbiome research".

Since the HumGut catalog is too big to upload here, you can access its metadata at: https://arken.nmbu.no/~larssn/humgut/All_genomes.tsv.There, you can use the links provided to download all of the genomes from their home repositories.

 

Here, you can find the HumSub catalogue itself, available in two versions:

1) HuMSub_51_1000.sbt.zip: Subspecies-specific hashes created based on kmer length of 51 and scaling factor of 1000. It is used for general subspecies quantification;

2) HuMSub_21_1000.sbt.zip:  Subspecies-specific hashes created based on kmer length of 21 and scaling factor of 1000. It is used for querying the Mastiff database for studying the biogeographical distribution of subspecies.

Finally, you can find simulated metagenomic samples:

1) humgut_samples.tar.gz: Contains ten pair-end simulated sequencing data created using MAGs from the HumGut catalog;

2) new_samples.tar.gz: Contains ten pair-end simulated sequencing data created using MAGs outside the HumGut catalog.

 

All corresponding code can be found at: https://github.com/trajkovski-lab/humsub
DOI: 10.15468/dl.wfe3bq
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010243-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f46rsc
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010244-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf5k8f
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyptis proteoides"
 ]
}

 The dataset includes 485 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010245-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fra3th
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ageratum conyzoides",
 "Country is Central African Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010247-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayr2w5
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerodramus ocistus ocistus"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010249-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fenvxc
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.6339 42.33634,1.71961 42.33634,1.71961 42.38711,1.6339 42.38711,1.6339 42.33634))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2020-2025"
 ]
}

 The dataset includes 313 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010246-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu557x
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva",
 "Country is Serbia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010250-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfvv5m
title: Occurrence Download

description: A dataset containing 91892 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis solida"
 ]
}

 The dataset includes 91892 records from 737 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010153-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ek3qh
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra patula"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010251-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15877085
title: Water Level Response to Earthquakes in Open Wells and in Closed Wells - Analysis of Field Observations_supplementary material
DOI: 10.5281/zenodo.15877086
title: Water Level Response to Earthquakes in Open Wells and in Closed Wells - Analysis of Field Observations_supplementary material
DOI: 10.15468/dl.hmrg66
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra pauciflora"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010252-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56zngh
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Befaria glauca"
 ]
}

 The dataset includes 21 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010254-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywps7g
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADE2268"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010253-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvfhwa
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra reinwardtii"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010255-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zdj9d
title: Occurrence Download

description: A dataset containing 1515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Saproxylic insects caught in window traps and hatched from polypores in small and large old forests in southern Norway"
 ]
}

 The dataset includes 1515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010257-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bykwz
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Twite national sample survey in the UK in 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 98 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010256-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48320/b78f21ce-c156-4169-a1c8-53b185391afe
title: Self-Assessed Household Financial Situation in Ukraine (1994 - 2024)
DOI: 10.5281/zenodo.15877353
title: Self-Assessed Household Financial Situation in Ukraine (1994 - 2024) – Data from nationwide public opinion surveys conducted by the Kyiv International Institute of Sociology

description: This merged dataset contains data on subjective household financial well-being, collected through nationwide representative surveys conducted by the Kyiv International Institute of Sociology (KIIS) among the adult population of Ukraine in the period from 1994 to 2024.

Respondents' self-evaluation of their household's financial situation is based on the question: "Please tell me which of the statements most closely corresponds to the financial situation of your family?". Responses are given on a five-point scale:
1. We do not have enough money even for food.
2. We have enough money for food, but it is difficult to buy clothes.
3. We have enough money to buy food and can save some, but it is not enough to purchase items such as a refrigerator or TV.
4. We can buy some expensive items (e.g., a TV or refrigerator), but cannot afford everything we want.
5. We can afford to buy everything we want.

This question has been regularly included in KIIS surveys since 1994 as part of a standardized demographic module. For most of the period, it was asked multiple times per year, enabling both cumulative annual estimates and analysis of within-year variation.

The dataset combines data from 119 individual survey waves conducted over a 30-year period (1994–2024). All surveys used samples representative of Ukraine's adult population (18 years and older), with an average sample size of approximately 2,000 respondents per wave.

The dataset enables analysis of changes in self-assessed household financial situation over time - both at the national level and across different population groups.

In addition to self-assessed financial situation, the dataset includes key socio-demographic characteristics of respondents, such as gender, age, education, nationality, occupation, and place of residence (oblast and type of settlement). However, it is important to note that the surveys record only the respondent's socio-demographic characteristics, not those of all household members. Therefore, subgroup analyses should be interpreted accordingly.

The data is available in an SAV format (Ukrainian, Russian, English) as well as a converted CSV format (with a codebook).

The Data Documentation includes a short overview and discussion of survey results (with tables in Annex 1).
description: Published on Discuss Data, https://discuss-data.net/dataset/b78f21ce-c156-4169-a1c8-53b185391afe/
Dataset creation: 1994-2024
description: Method(s) of data collection: Public Opinion Poll
DOI: 10.5281/zenodo.15877354
title: Self-Assessed Household Financial Situation in Ukraine (1994 - 2024) – Data from nationwide public opinion surveys conducted by the Kyiv International Institute of Sociology

description: This merged dataset contains data on subjective household financial well-being, collected through nationwide representative surveys conducted by the Kyiv International Institute of Sociology (KIIS) among the adult population of Ukraine in the period from 1994 to 2024.

Respondents' self-evaluation of their household's financial situation is based on the question: "Please tell me which of the statements most closely corresponds to the financial situation of your family?". Responses are given on a five-point scale:
1. We do not have enough money even for food.
2. We have enough money for food, but it is difficult to buy clothes.
3. We have enough money to buy food and can save some, but it is not enough to purchase items such as a refrigerator or TV.
4. We can buy some expensive items (e.g., a TV or refrigerator), but cannot afford everything we want.
5. We can afford to buy everything we want.

This question has been regularly included in KIIS surveys since 1994 as part of a standardized demographic module. For most of the period, it was asked multiple times per year, enabling both cumulative annual estimates and analysis of within-year variation.

The dataset combines data from 119 individual survey waves conducted over a 30-year period (1994–2024). All surveys used samples representative of Ukraine's adult population (18 years and older), with an average sample size of approximately 2,000 respondents per wave.

The dataset enables analysis of changes in self-assessed household financial situation over time - both at the national level and across different population groups.

In addition to self-assessed financial situation, the dataset includes key socio-demographic characteristics of respondents, such as gender, age, education, nationality, occupation, and place of residence (oblast and type of settlement). However, it is important to note that the surveys record only the respondent's socio-demographic characteristics, not those of all household members. Therefore, subgroup analyses should be interpreted accordingly.

The data is available in an SAV format (Ukrainian, Russian, English) as well as a converted CSV format (with a codebook).

The Data Documentation includes a short overview and discussion of survey results (with tables in Annex 1).
description: Published on Discuss Data, https://discuss-data.net/dataset/b78f21ce-c156-4169-a1c8-53b185391afe/
Dataset creation: 1994-2024
description: Method(s) of data collection: Public Opinion Poll
DOI: 10.15468/dl.jvyznw
title: Occurrence Download

description: A dataset containing 28125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Milvus milvus",
 "Year 2023-2025"
 ]
}

 The dataset includes 28125 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010258-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ren6j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthoria parietina",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010261-250711103210423/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12464325
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.svddm7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010263-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.