cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30713086.v1
title: Assessment of soil erosion risks and prioritizing nature-based conservation practices using RUSLE, geospatial techniques and household surveys in central Ethiopia

description: Land use and land cover changes (LULCC) have aggravated catchment degradation, threatening socio-ecohydrological services (SEHSs). This study integrates RUSLE with geospatial technologies, household surveys (HHSs), and field observations (FO) to assess soil erosion risks, LULCC drivers, and prioritize nature-based solutions (NBS) in Berga catchment. Landsat Images (1990, 2001, 2012, 20203) were analyzed using maximum likelihood classification method. Results show agricultural (60.1%) and built-up areas (9.8%) replaced by natural ecosystems and accelerating degradation. The mean soil loss rate (SLR) increased from 31.52 t/ha/yr (1990) to 57.89 t/ha/yr (2023), surpassing tolerable limits (0−20 t/ha/yr). The mean sediment yield (SY) increased from 8.82 t/ha/yr (1990) to 27.19 t/ha/yr (2023), exceeding the limits (0−10 t/ha/yr). Mann‒Kendall tests (<i>τ</i> = 1.0, <i>p</i> &lt; 0.0001) and Sen's slope confirm significant upward trends in SLR and SY. Sub-catchments 5, 7, and 8 experienced severe erosion; sub-catchments 9, 10, and 12 experienced very high erosion. SSP5-8.5 projects &gt;10% extreme rainfall increases by 2050, heightening erosion risks. The HHS and FO results align with the model findings, confirming that the SEHS decreases. These findings can inform policymakers, strengthen NBS, and guide targeted interventions. Future studies should use Monte Carlo and perturbation to improve sensitivity for better erosion prediction and NBS optimization.
DOI: 10.6084/m9.figshare.29736707
title: Highly Contaminated Sediments from the Gowanus Canal (New York) Superfund Site: An Environmental Forensic Approach

description: The 2.5 km long Gowanus Canal (Brooklyn, NY, USA) is a severely contaminated urban waterway dating from the mid-nineteenth century, listed as a US Environmental Protection Agency (USEPA) Superfund site since 2010. Applying an environmental forensics approach to the extensive USEPA data set, we detect systematic variations in parent PAH ring number distributions in the canal sediments, as well as an extraordinary enrichment in organic carbon. We subjected a supplemental sample set to a more detailed analysis by quantitative pyrolysis-GC-MS, Rock-Eval pyrolysis, and organic petrology. With these sensitive methods, we can confirm the alkyl-PAH fingerprint of coal tar (a legacy of former manufactured gas plants along the canal), the presence of coal (bituminous and anthracite) and coal combustion products, and the steroid and fatty acid signatures of raw sewage effluent. The latter compels us to emphasize the urgency of controlling the continuing input from combined sewer overflow events following rainstorms, besides remediating the legacy coal tar contamination that provoked its Superfund designation. As an addition to the environmental forensic toolbox, for complexly-contaminated sites we recommend a rapid Rock-Eval (or equivalent) bulk pyrolysis pre-screening of numerous core and surface samples from the suspect locale, followed by pyrolysis-GC-MS for molecular-level screening of a representative sub-set.
DOI: 10.6084/m9.figshare.29736707.v1
title: Highly Contaminated Sediments from the Gowanus Canal (New York) Superfund Site: An Environmental Forensic Approach

description: The 2.5 km long Gowanus Canal (Brooklyn, NY, USA) is a severely contaminated urban waterway dating from the mid-nineteenth century, listed as a US Environmental Protection Agency (USEPA) Superfund site since 2010. Applying an environmental forensics approach to the extensive USEPA data set, we detect systematic variations in parent PAH ring number distributions in the canal sediments, as well as an extraordinary enrichment in organic carbon. We subjected a supplemental sample set to a more detailed analysis by quantitative pyrolysis-GC-MS, Rock-Eval pyrolysis, and organic petrology. With these sensitive methods, we can confirm the alkyl-PAH fingerprint of coal tar (a legacy of former manufactured gas plants along the canal), the presence of coal (bituminous and anthracite) and coal combustion products, and the steroid and fatty acid signatures of raw sewage effluent. The latter compels us to emphasize the urgency of controlling the continuing input from combined sewer overflow events following rainstorms, besides remediating the legacy coal tar contamination that provoked its Superfund designation. As an addition to the environmental forensic toolbox, for complexly-contaminated sites we recommend a rapid Rock-Eval (or equivalent) bulk pyrolysis pre-screening of numerous core and surface samples from the suspect locale, followed by pyrolysis-GC-MS for molecular-level screening of a representative sub-set.
DOI: 10.15468/dl.4uyyat
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrocotyle umbellata"
 ]
}

 The dataset includes 312 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011363-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygn85s
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrocotyle verticillata"
 ]
}

 The dataset includes 242 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011364-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5afwq
title: Occurrence Download

description: A dataset containing 434541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Scutellaria L."
 ]
}

 The dataset includes 434541 records from 2094 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000232-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntn36s
title: Occurrence Download

description: A dataset containing 89182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.30_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 89182 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011251-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8647nr
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chondrina generosensis H.Nordsieck, 1962"
 ]
}

 The dataset includes 87 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011269-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11156073
title: Coin Images Seibersdorf

description: A competition to find the best automated coin classification algorithm, with a prize sponsored by the MUSCLE Network of Excellence, was organised in 2006. The training and test images for the competition are from the Coin Images Seibersdorf (CIS) database, created as a result of the changeover from 12 European currencies to the Euro. The results were presented at a workshop held in September 2006 at the Heinrich Hertz Institute in Berlin in conjunction with the 28th Annual Symposium of the German Association for Pattern Recognition (DAGM).

The training data provided to the participants consists of 30000 coins, corresponding to 60000 images (as the front and back of each coin is imaged). These are divided into 692 coin classes with 2270 different coin face classes. There are more coin face classes than coin classes, as some coins changed their appearance over time, when new coin series were issued or designs to mark special occasions were introduced. Rather inaccurate measurements of the diameter and thickness of each coin made by light sensors were also provided.
DOI: 10.5281/zenodo.11156074
title: Coin Images Seibersdorf

description: A competition to find the best automated coin classification algorithm, with a prize sponsored by the MUSCLE Network of Excellence, was organised in 2006. The training and test images for the competition are from the Coin Images Seibersdorf (CIS) database, created as a result of the changeover from 12 European currencies to the Euro. The results were presented at a workshop held in September 2006 at the Heinrich Hertz Institute in Berlin in conjunction with the 28th Annual Symposium of the German Association for Pattern Recognition (DAGM).

The training data provided to the participants consists of 30000 coins, corresponding to 60000 images (as the front and back of each coin is imaged). These are divided into 692 coin classes with 2270 different coin face classes. There are more coin face classes than coin classes, as some coins changed their appearance over time, when new coin series were issued or designs to mark special occasions were introduced. Rather inaccurate measurements of the diameter and thickness of each coin made by light sensors were also provided.
DOI: 10.57841/casdc.0003409
title: DataIP测试数据集
DOI: 10.15468/dl.uxu7bd
title: Occurrence Download

description: A dataset containing 149326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagopus lagopus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 149326 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011255-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/2b643329-9814-404b-9bbe-4310659b0881
title: Data underlying the publication: Freedom of Religion and Non-discrimination based on Gender Identity and Sexual Orientation in Ukraine: Corporate Policy Commitments in Situations of Conflicting Social Expectations

description: The project conducted desk-based research on businesses’ corporate policy commitments (e.g., human rights policies of companies, non-human rights policies, reports, etc.) to respect human rights. Empirical data was analysed to explore whether and in what ways national and international business in Ukraine address the need to respect FoRB and SOGI at the corporate and community levels. The selection of companies examined was based on the list of 100 Ukrainian business entities with the largest revenue in 2022 according to the Ukrainian government database.
DOI: 10.4121/2b643329-9814-404b-9bbe-4310659b0881.v1
title: Data underlying the publication: Freedom of Religion and Non-discrimination based on Gender Identity and Sexual Orientation in Ukraine: Corporate Policy Commitments in Situations of Conflicting Social Expectations

description: The project conducted desk-based research on businesses’ corporate policy commitments (e.g., human rights policies of companies, non-human rights policies, reports, etc.) to respect human rights. Empirical data was analysed to explore whether and in what ways national and international business in Ukraine address the need to respect FoRB and SOGI at the corporate and community levels. The selection of companies examined was based on the list of 100 Ukrainian business entities with the largest revenue in 2022 according to the Ukrainian government database.
DOI: 10.15468/dl.xue4gj
title: Occurrence Download

description: A dataset containing 2412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gentiana insubrica H.Kunz"
 ]
}

 The dataset includes 2412 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011271-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyt2gr
title: Occurrence Download

description: A dataset listing the 10497 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database of Vascular Plants of Himalaya"
 ]
}

 The dataset's 10497 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011260-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c75sh4
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.01178 20.74283,-93.88678 20.74283,-93.88678 31.99283,-122.01178 31.99283,-122.01178 20.74283))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus falciformis (Müller & Henle, 1839)"
 ]
}

 The dataset includes 316 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011272-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9bvd4
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (64ee55c9-570a-42af-b7da-3f13c6b4e5a9, 396d5f30-dea9-11db-8ab4-b8a03c50a862)",
 "TaxonKey is Chondrina generosensis H.Nordsieck, 1962"
 ]
}

 The dataset includes 105 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011274-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e56sb7
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence, Material citation)",
 "TaxonKey is Vandeleuria oleracea (Bennett, 1832)"
 ]
}

 The dataset includes 264 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011273-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75522e
title: Occurrence Download

description: A dataset containing 3994638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year 2015-2024"
 ]
}

 The dataset includes 3994638 records from 2117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011265-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3swgas
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea koyamae Jayas."
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177202-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf39zd
title: Occurrence Download

description: A dataset containing 2006 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mayaca fluviatilis Aubl."
 ]
}

 The dataset includes 2006 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225906-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cnada
title: Occurrence Download

description: A dataset containing 36602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea alba Linnaeus, 1758"
 ]
}

 The dataset includes 36602 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177223-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyce7v
title: Occurrence Download

description: A dataset containing 1087740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1600-2019",
 "Geometry POLYGON((17.0752 47.71929,17.06235 47.84785,17.17805 48.0214,17.01093 48.13709,16.90808 48.29779,16.8888 48.41349,16.90165 48.50347,16.92736 48.60632,16.92094 48.70916,16.68311 48.78629,16.48385 48.80558,16.36173 48.73487,16.04034 48.76701,15.84108 48.84414,15.55184 48.90199,15.29473 48.97912,15.02476 49.00483,14.96049 48.76058,14.81265 48.76058,14.69052 48.63203,14.44627 48.61917,14.31129 48.56132,14.09275 48.58703,14.0349 48.67059,13.84849 48.75415,13.79707 48.64488,13.73922 48.50347,13.53354 48.58061,13.43712 48.54847,13.39855 48.36206,13.23786 48.29136,13.01932 48.26565,12.82649 48.16923,12.77507 48.09853,12.91005 47.93783,12.98718 47.85427,12.91648 47.70001,13.05146 47.70001,13.06431 47.57146,13.00004 47.47504,12.80721 47.5586,12.77507 47.66144,12.61437 47.66787,12.5051 47.64859,12.29299 47.69358,12.203 47.71287,11.99731 47.61645,11.63736 47.59074,11.35454 47.46861,11.12957 47.39791,10.98816 47.41076,10.87247 47.52646,10.62821 47.5586,10.44181 47.57788,10.45466 47.44933,10.38396 47.38505,10.31968 47.31435,10.21041 47.30149,10.22327 47.38505,10.10757 47.3722,10.07543 47.45576,9.91474 47.55217,9.78618 47.57146,9.63835 47.54574,9.61906 47.46861,9.63835 47.38505,9.52907 47.26935,9.59978 47.09581,9.68977 47.04438,9.84403 47.00582,9.91474 46.92226,10.12042 46.84512,10.37753 46.96082,10.46109 46.92868,10.49323 46.85798,10.70535 46.83227,10.77605 46.77442,11.05244 46.77442,11.19385 46.94154,11.40597 46.97368,11.62451 46.99939,11.76592 46.98653,12.203 47.08295,12.13872 46.99296,12.15801 46.89655,12.25442 46.84512,12.41512 46.69729,12.90362 46.59444,13.46283 46.55588,13.83564 46.50446,14.29201 46.4209,14.5684 46.39519,14.88335 46.57516,15.11475 46.64587,15.50041 46.62016,15.77038 46.69086,16.02106 46.68443,16.02106 46.83227,16.27817 46.96725,16.48385 46.99296,16.50314 47.12794,16.471 47.36577,16.68311 47.46218,16.67026 47.62288,16.47743 47.68073,16.63812 47.75786,16.81167 47.6743,17.0045 47.68073,17.0752 47.71929))",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1087740 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016108-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5onv5l
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidocyrtus cyaneus Tullberg, 1871",
 {
 "or" : [
 "Country is Estonia",
 "Country is Sweden",
 "Country is Austria",
 "Country is Belgium",
 "Country is Switzerland",
 "Country is Denmark",
 "Country is Czechia",
 "Country is Lithuania",
 "Country is Latvia",
 "Country is Poland",
 "Country is France",
 "Country is Netherlands"
 ]
 },
 "HasCoordinate is true"
 ]
}

 The dataset includes 459 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000609-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grwb3k
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryzomys couesi (Alston, 1877)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United States of America",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 3000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 145 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002069-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsct4s
title: Occurrence Download

description: A dataset containing 11812 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myriophyllum aquaticum (Vell.) Verdc."
 ]
}

 The dataset includes 11812 records from 384 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225912-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4i6yc
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Month is greater than or equal to February",
 "Country is United Arab Emirates",
 "TaxonKey is Pelecaniformes"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000609-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsunrw
title: Occurrence Download

description: A dataset containing 1350 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buddleja madagascariensis Lam."
 ]
}

 The dataset includes 1350 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052728-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf5mzh
title: Occurrence Download

description: A dataset containing 2607628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 2607628 records from 1734 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052741-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ivn8dx
title: Occurrence Download

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

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008563-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.