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

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosera roraimae (Klotzsch ex Diels) Maguire & Laundon"
 ]
}

 The dataset includes 335 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007450-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.5797965
title: Land use induced emissions of land acquisitions in Laos

description: Title Emission effects of land acquisitions in Laos


Data support the findings of the study "Emission effects of land acquisitions in Laos", Ecology and Society Project Hidden Emissions Of Forest Transitions, ERC-2017-StG 757995 HEFT, 2018-2023 PI: Simone Gingrich


Authors Sonja Bauernschuster Melanie Pichler Vong Nanhthavong Rasso Bernhard Michael Epprecht Simone Gingrich


 


Index


 


Land Conversion Matrizes


C Stock Change Matrizes


Indicators


Sensitivity Analysis


 


Contact


Sonja Bauernschuster sonja.bauernschuster@boku.ac.at


 


Large-scale land acquisitions repeatedly fall short of their acclaimed socio-economic benefits and are associated with unintended social, economic and ecological costs. In Laos, the government starts to question its own “Turning Land Into Capital” policy and reviews land acquisitions or concessions with regard to their socio-economic impacts. Empirical investigations of environmental impacts of land concessions, however, remain underrepresented. This article links the nation-wide concession development between 2001 and 2017 with associated land-use changes and quantifies related land-use change induced emissions. Results show that land acquisitions for agriculture, forestry and mining mainly affect forests and land previously used for shifting cultivation and permanent agriculture, e.g. rice paddies. Consequently, land conversions caused by concessions resulted in net carbon emissions of 4.9 Mt CO2e yr-1 on average in 2001-2017, amounting to 34% of total emissions from land conversions. Even tree plantations that are meant to serve as net C sinks, caused net emissions, but data here are least robust. The relatively low C emission intensity of shifting cultivation compared to the high C emission intensity of concessions challenges the dominant narrative of shifting cultivation as a causal factor for forest degradation. Political implications to foster sustainable development include the reduction of land acquisitions because of their emissions intensity, and minimization of emissions and social conflict induced by granted concessions, e.g. by allocating land with low C densities and obtaining consent of local land users.
DOI: 10.15468/dl.eh7umu
title: Occurrence Download

description: A dataset containing 41278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Continent is North America",
 "Continent is South America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Viperidae"
 ]
}

 The dataset includes 41278 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000327-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrw38b
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capsella grandiflora (Fauché & Chaub.) Boiss."
 ]
}

 The dataset includes 306 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044304-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7pnda
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio argyreus Phil."
 ]
}

 The dataset includes 153 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019272-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cvc7e
title: Occurrence Download

description: A dataset containing 5994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Penelope ochrogaster Pelzeln, 1870"
 ]
}

 The dataset includes 5994 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052345-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwmvjp
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-123.79137 42.78291,-120.14537 42.78291,-120.14537 45.89195,-123.79137 45.89195,-123.79137 42.78291))",
 "TaxonKey is Dichelostemma capitatum (Benth.) Alph.Wood"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069191-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufn48e
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mountain Invasion Research Network (MIREN) survey",
 "Geometry POLYGON((-111.19812 45.04944,-110.98938 43.64319,-108.89099 43.8739,-108.8031 45.39001,-111.19812 45.04944))"
 ]
}

 The dataset includes 300 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249750-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbm96z
title: Occurrence Download

description: A dataset listing the 91 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.52879798 37.84406662,0.69069499 37.84406662,0.69069499 40.78865433,-1.52879798 40.78865433,-1.52879798 37.84406662))",
 "TaxonKey is Limonium Mill."
 ]
}

 The dataset's 91 records were derived from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286659-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2r2yq
title: Occurrence Download

description: A dataset containing 5026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asparagus setaceus (Kunth) Jessop)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5026 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107464-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8td7n3
title: Occurrence Download

description: A dataset containing 30481191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "Country is one of (France, Netherlands, United Kingdom of Great Britain and Northern Ireland, Switzerland, Germany, Denmark, Belgium, Sweden, Norway, Spain, Croatia, Slovenia, Slovakia, Bosnia and Herzegovina, Serbia, Romania, Kosovo, Montenegro, Albania, North Macedonia, Bulgaria, Greece, Lithuania, Latvia, Estonia, Poland, Czechia, Hungary, Finland, Portugal, Ireland, Austria, Luxembourg, Andorra, Cyprus, Malta, Liechtenstein, Italy, North Macedonia, San Marino, Holy See, Monaco, Gibraltar)",
 "HasCoordinate is true",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "Issue" : [
 "is one of (Coordinate invalid, Taxon match fuzzy, Taxon match none, Collection match fuzzy, Collection match none, Institution match fuzzy, Institution match none, Footprint WKT mismatch, Country invalid)"
 ]
 }
 },
 "Year 2015-2023"
 ]
}

 The dataset includes 30481191 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107458-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49bgzh
title: Occurrence Download

description: A dataset containing 1048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus mongholicus Bunge)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1048 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107466-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjyxgj
title: Occurrence Download

description: A dataset containing 3331 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Digital Atlas of Trees and Wildlife in Thailand"
 ]
}

 The dataset includes 3331 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107467-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywc3xp
title: Occurrence Download

description: A dataset containing 4839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.36958 13.98112,-73.01633 13.98112,-73.01633 13.73636,-71.41181 13.73636,-71.41181 14.517,-71.47201 14.517,-71.47201 15.03772,-71.47201 15.03797,-71.67074 15.01168,-71.67074 15.01167,-71.675 14.675,-73.34167 14.7,-73.33337 15.03178,-73.43012 15.03298,-73.45833 15.03333,-74.36958 14.77675,-74.36958 13.98112))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4839 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107468-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv4rv7
title: Occurrence Download

description: A dataset containing 2097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus sinicus L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2097 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107470-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13463544
title: Dopant network processing units as tuneable extreme learning machines - Data Sheet 1

description: Inspired by the highly efficient information processing of the brain, which is based on the chemistry and physics of biological tissue, any material system and its physical properties could in principle be exploited for computation. However, it is not always obvious how to use a material system’s computational potential to the fullest. Here, we operate a dopant network processing unit (DNPU) as a tuneable extreme learning machine (ELM) and combine the principles of artificial evolution and ELM to optimise its computational performance on a non-linear classification benchmark task. We find that, for this task, there is an optimal, hybrid operation mode (“tuneable ELM mode”) in between the traditional ELM computing regime with a fixed DNPU and linearly weighted outputs (“fixed-ELM mode”) and the regime where the outputs of the non-linear system are directly tuned to generate the desired output (“direct-output mode”). We show that the tuneable ELM mode reduces the number of parameters needed to perform a formant-based vowel recognition benchmark task. Our results emphasise the power of analog in-matter computing and underline the importance of designing specialised material systems to optimally utilise their physical properties for computation.
DOI: 10.5281/zenodo.13463545
title: Dopant network processing units as tuneable extreme learning machines - Data Sheet 1

description: Inspired by the highly efficient information processing of the brain, which is based on the chemistry and physics of biological tissue, any material system and its physical properties could in principle be exploited for computation. However, it is not always obvious how to use a material system’s computational potential to the fullest. Here, we operate a dopant network processing unit (DNPU) as a tuneable extreme learning machine (ELM) and combine the principles of artificial evolution and ELM to optimise its computational performance on a non-linear classification benchmark task. We find that, for this task, there is an optimal, hybrid operation mode (“tuneable ELM mode”) in between the traditional ELM computing regime with a fixed DNPU and linearly weighted outputs (“fixed-ELM mode”) and the regime where the outputs of the non-linear system are directly tuned to generate the desired output (“direct-output mode”). We show that the tuneable ELM mode reduces the number of parameters needed to perform a formant-based vowel recognition benchmark task. Our results emphasise the power of analog in-matter computing and underline the importance of designing specialised material systems to optimally utilise their physical properties for computation.
DOI: 10.15468/dl.hcfdzb
title: Occurrence Download

description: A dataset containing 852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atalantia buxifolia (Poir.) Oliv.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 852 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107472-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13347584
title: Supplemental Tables - Hypothyroidism GWAS
DOI: 10.5281/zenodo.13347585
title: Supplemental Tables - Hypothyroidism GWAS
DOI: 10.15468/dl.afp8aj
title: Occurrence Download

description: A dataset containing 2510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ximenia americana L."
 ]
}

 The dataset includes 2510 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107473-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9273220
title: Classification of biology textbooks in russian
DOI: 10.15468/dl.v5hrcz
title: Occurrence Download

description: A dataset containing 4029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atractylodes lancea (Thunb.) DC.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4029 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107475-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.webjgy
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-34.85612 -50.66547,77.58993 -50.66547,77.58993 -5.66547,-34.85612 -5.66547,-34.85612 -50.66547))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eragrostis lehmanniana Nees"
 ]
}

 The dataset includes 810 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107477-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntrs6d
title: Occurrence Download

description: A dataset containing 7231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atriplex hortensis L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7231 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107478-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pr35dj
title: Occurrence Download

description: A dataset containing 30481191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "Country is one of (France, Netherlands, United Kingdom of Great Britain and Northern Ireland, Switzerland, Germany, Denmark, Belgium, Sweden, Norway, Spain, Croatia, Slovenia, Slovakia, Bosnia and Herzegovina, Serbia, Romania, Kosovo, Montenegro, Albania, North Macedonia, Bulgaria, Greece, Lithuania, Latvia, Estonia, Poland, Czechia, Hungary, Finland, Portugal, Ireland, Austria, Luxembourg, Andorra, Cyprus, Malta, Liechtenstein, Italy, North Macedonia, San Marino, Holy See, Monaco, Gibraltar)",
 "HasCoordinate is true",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "Issue" : [
 "is one of (Coordinate invalid, Taxon match fuzzy, Taxon match none, Collection match fuzzy, Collection match none, Institution match fuzzy, Institution match none, Footprint WKT mismatch, Country invalid)"
 ]
 }
 },
 "Year 2015-2023"
 ]
}

 The dataset includes 30481191 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107462-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17188/1740380
title: Materials Data on CaFe3Si2O9 by Materials Project

description: Computed materials data using density functional theory calculations. These calculations determine the electronic structure of bulk materials by solving approximations to the Schrodinger equation. For more information, see https://materialsproject.org/docs/calculations
DOI: 10.13019/j2bh-vb41
title: GAEZ+_2015 Monthly Cropland Data: Global gridded monthly crop physical area for 26 irrigated and rainfed crops

description: GAEZ+_2015 Monthly Cropland Data provides crop physical area by month on a global 5-minute grid for 26 crop categories by production system (irrigated and rainfed). Each crop can have up to 5 subcrops to represent crop rotation systems.
DOI: 10.17188/1740382
title: Materials Data on SbHC2O5 by Materials Project

description: Sb(COO)2(OH) crystallizes in the orthorhombic P2_12_12_1 space group. The structure is three-dimensional. there are two inequivalent C3+ sites. In the first C3+ site, C3+ is bonded in a bent 120 degrees geometry to two O2- atoms. There is one shorter (1.26 Å) and one longer (1.28 Å) C–O bond length. In the second C3+ site, C3+ is bonded in a bent 120 degrees geometry to two O2- atoms. There is one shorter (1.26 Å) and one longer (1.29 Å) C–O bond length. Sb3+ is bonded to six O2- atoms to form distorted corner-sharing SbO6 pentagonal pyramids. There are a spread of Sb–O bond distances ranging from 2.02–2.49 Å. H1+ is bonded in a single-bond geometry to one O2- atom. The H–O bond length is 0.99 Å. There are five inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted single-bond geometry to one C3+ and one Sb3+ atom. In the second O2- site, O2- is bonded in a distorted single-bond geometry to one C3+ and one Sb3+ atom. In the third O2- site, O2- is bonded in a distorted single-bond geometry to one C3+ and one Sb3+ atom. In the fourth O2- site, O2- is bonded in a distorted single-bond geometry to two equivalent Sb3+ and one H1+ atom. In the fifth O2- site, O2- is bonded in a distorted single-bond geometry to one C3+ and one Sb3+ atom.
DOI: 10.17188/1740383
title: Materials Data on TiS2 by Materials Project

description: TiS2 is Molybdenite structured and crystallizes in the hexagonal P6_3/mmc space group. The structure is two-dimensional and consists of two TiS2 sheets oriented in the (0, 0, 1) direction. Ti4+ is bonded to six equivalent S2- atoms to form distorted edge-sharing TiS6 pentagonal pyramids. All Ti–S bond lengths are 2.45 Å. S2- is bonded in a distorted T-shaped geometry to three equivalent Ti4+ atoms.
DOI: 10.17188/1740384
title: Materials Data on Fe2CoSe4 by Materials Project

description: Fe2CoSe4 crystallizes in the monoclinic C2/m space group. The structure is three-dimensional. Fe3+ is bonded to six Se2- atoms to form FeSe6 octahedra that share corners with six equivalent CoSe6 octahedra, edges with six equivalent FeSe6 octahedra, and a faceface with one CoSe6 octahedra. The corner-sharing octahedra tilt angles range from 52–55°. There are a spread of Fe–Se bond distances ranging from 2.36–2.59 Å. Co2+ is bonded to six Se2- atoms to form CoSe6 octahedra that share corners with twelve equivalent FeSe6 octahedra, edges with two equivalent CoSe6 octahedra, and faces with two equivalent FeSe6 octahedra. The corner-sharing octahedra tilt angles range from 52–55°. There are two shorter (2.41 Å) and four longer (2.44 Å) Co–Se bond lengths. There are two inequivalent Se2- sites. In the first Se2- site, Se2- is bonded in a 4-coordinate geometry to three equivalent Fe3+ and one Co2+ atom. In the second Se2- site, Se2- is bonded in a 5-coordinate geometry to three equivalent Fe3+ and two equivalent Co2+ atoms.
DOI: 10.17188/1740385
title: Materials Data on KNi3As3O11 by Materials Project

description: Computed materials data using density functional theory calculations. These calculations determine the electronic structure of bulk materials by solving approximations to the Schrodinger equation. For more information, see https://materialsproject.org/docs/calculations
DOI: 10.17188/1740386
title: Materials Data on Li3FeO4 by Materials Project

description: Computed materials data using density functional theory calculations. These calculations determine the electronic structure of bulk materials by solving approximations to the Schrodinger equation. For more information, see https://materialsproject.org/docs/calculations
DOI: 10.17188/1740387
title: Materials Data on Al2O3 by Materials Project

description: Computed materials data using density functional theory calculations. These calculations determine the electronic structure of bulk materials by solving approximations to the Schrodinger equation. For more information, see https://materialsproject.org/docs/calculations