cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3eqhzg
title: Occurrence Download

description: A dataset containing 2539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus tectorum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2539 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027086-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btxrkt
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis gibbosus",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027087-250717081556266/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.29616863
title: DATA SET IMMERSIF DI MUSEUM WAYANG

description: <pre>This is a data set from an article discussing immersive spaces in puppet museums presented at the International Conference - ICOBAR 2025</pre>
DOI: 10.6084/m9.figshare.29616863.v1
title: DATA SET IMMERSIF DI MUSEUM WAYANG

description: <pre>This is a data set from an article discussing immersive spaces in puppet museums presented at the International Conference - ICOBAR 2025</pre>
DOI: 10.5524/100364
title: Supporting data for "A micro X-ray computed tomography dataset of South African hermit crabs (Crustacea: Decapoda: Anomura: Paguroidea)"

description: Along with the conventional deposition of physical types at natural history museums, the deposition of three-dimensional (3D) image data has been proposed for rare and valuable museum specimens, such as irreplaceable type material. Micro computed tomography (CT) scan data of five hermit crab species from South Africa, two of rare specimens, three of holotypic specimens, and two of selected paratypes, depicted main identification characters of calcified body parts. However, low image contrasts, especially in larger (&gt;50 mm total length) specimens did not allow sufficient 3D reconstructions of weakly calcified or fine characters, such as soft tissue of the pleon, mouthparts, gills, or of the setation. Reconstructions of soft tissue were sometimes possible, depending on individual sample and scanning characteristics. The raw data of seven scans are publicly available for download from the GigaDB repository.
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DOI: 10.15468/dl.s3rx6q
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus tectorum",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027088-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e77sd8
title: Occurrence Download

description: A dataset containing 17560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus tectorum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17560 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027089-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0163314.10fu
title: SH0163314.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5285/1e050028-5c55-42f4-a0ea-c895d827b824
title: Landscape area data 1998 [Countryside Survey]

description: This dataset consists of stock (area) data for landscape features across Great Britain in 1998. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 569 1km squares across Great Britain.

The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to habitat areas, vegetation species data, soil data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.
description: The data were recorded onto paper field sheets in the summer of 1998 by surveyors (a few sites were surveyed in 1999). Data were recorded from 569 1km squares sited across Britain, selected by random stratified sample. The areas of UK Biodiversity Action Plan (UK BAP) Broad Habitats were digitized in 1999/2000. Data are managed by the Centre for Ecology & Hydrology, Lancaster.
DOI: 10.5285/8aaf6f8c-c245-46bb-8a2a-f0db012b2643
title: Landscape linear feature data 1998 [Countryside Survey]

description: This dataset consists of stock (length) data for landscape linear features across Great Britain in 1998. Data are presented as lengths of different feature categories (such as fences, walls and lines of trees), with associated species attributes, from 569 km squares, surveyed for the Countryside Survey long term monitoring project (note: not all surveyed squares contained linear features). The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside, carried out by the Centre for Ecology & Hydrology. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to linear features, habitat areas, vegetation species plot, soil plot, freshwater habitat and satellite map data are also produced by Countryside Survey.
description: The data were recorded onto paper field sheets in the summers of 1998 and 1999 by professional surveyors using standard methodologies (refer to the online documentation). Data were recorded from 569 1km squares sited across Britain, selected by random stratified sample. The boundary lines were digitized in 1998-2000 by the Centre for Ecology & Hydrology.
DOI: 10.15156/bio/sh0163315.10fu
title: SH0163315.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5285/18849325-358b-4af1-b20d-d750b1c723a3
title: Headwater stream invertebrate data 2007 [Countryside Survey] 

description: This dataset consists of invertebrate species records, sampled from headwater streams during a survey in 2007. Macro-invertebrates were sampled using standard protocols. The sample area in each stream was a single area of stream-bed whose major habitat types can be sampled within the recommended sampling period of three minutes of active sampling, supplemented by a one minute hand search. The length of river surveyed would normally vary from 5 to 15m. Samples were collected using a standard 1mm mesh pond net and returned to the Centre for Ecology & Hydrology for later sorting and identification. Supplemental physical measurements (width, depth, substrate composition) required to run RIVPACS (River Invertebrate Prediction and Classification System) were taken.
Data were collected under the Countryside Survey long term monitoring project managed by the Centre for Ecology & Hydrology. The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Headwater stream surveys have been carried out in 1990, 1998 and 2007 with repeated visits to the majority of sites. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to headwater stream data, soil data, habitat areas, vegetation species data and linear habitat data are also gathered by Countryside Survey.
description: Data were collected in the summer of 2007 by field surveyors. Data were recorded from up to 591km squares sited across Britain, selected by random stratified sample. The survey was undertaken according to standardized protocols. Occurrence of species was recorded on paper and data were entered post-survey. Data are managed by the Centre for Ecology & Hydrology.
DOI: 10.5285/b656bb43-448d-4b2c-aade-7993aa243ea3
title: Landscape area data 1984 [Countryside Survey]

description: This dataset consists of stock (area) data for landscape features across Great Britain in 1984. Data are presented as areas of Broad (or Priority) Habitats, with associated landscape attributes (such as plant species and land use), within a set of 379 1km squares across Great Britain.

The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to habitat areas, vegetation species data, soil data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.
description: The data were recorded onto paper field sheets in the summer of 1984 by surveyors. Data were recorded from 384 1km squares sited across Britain, selected by random stratified sample. The areas of UK Biodiversity Action Plan (UK BAP) Broad Habitats from 379 1km squares were digitized in 2000. Data are managed by the Centre for Ecology & Hydrology, Lancaster.
DOI: 10.5285/e0b638d5-8271-4442-97ef-cf46ea220f5d
title: Headwater stream macrophyte data 1998 [Countryside Survey]

description: This dataset consists of macrophyte species records, sampled from headwater streams during a survey in 1998. Stream macrophytes in Countryside Survey are surveyed using the standard MTR (Mean Trophic Rank) protocol, which records the presence and extent (on a categorical scale) of macrophytes in a 100m reach.

Data were collected under the Countryside Survey long term monitoring project managed by the Centre for Ecology & Hydrology. The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Headwater stream surveys have been carried out in 1990, 1998 and 2007 with repeated visits to the majority of sites. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to headwater stream data, soil data, habitat areas, vegetation species data and linear habitat data are also gathered by Countryside Survey.
description: Data were collected in the summer of 1998 by field surveyors. Data were recorded from up to 569 1km squares sited across Britain, selected by random stratified sample. The survey was undertaken according to standardized protocols. Occurrence and abundance of species was recorded on paper and data were entered post-survey.  Data are managed by the Centre for Ecology & Hydrology.
DOI: 10.5285/124b872e-036e-4dd3-8316-476b5f42c16e
title: Landscape point feature data 1984 [Countryside Survey]

description: This dataset consists of landscape point feature information for points across Great Britain, surveyed in 1984. Data are presented as rows of information recorded as point features (for example individual trees, water bodies or structures), with associated vegetation species where relevant, within a set of 382 1km squares across Great Britain, surveyed during the Countryside Survey long term monitoring project (note: not all surveyed squares contained point features). The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to point features, habitat areas, vegetation species data, soil data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.
description: The data were recorded onto paper field sheets in the summer of 1984 by professional surveyors. Data were recorded from 382 1km squares sited across Britain, selected by random stratified sample. The point information was digitized in the late 1990s and is managed by Centre for Ecology & Hydrology. The survey was managed by the Institute of Terrestrial Ecology (which later became part of the Centre for Ecology & Hydrology).
DOI: 10.5285/1481bc63-80d7-4d18-bcba-8804aa0a9e1b
title: Landscape point feature data 1990 [Countryside Survey]

description: This dataset consists of landscape point feature information for points across Great Britain, surveyed in 1990. Data are presented as rows of information recorded as point features (for example individual trees, water bodies or structures), with associated plant species where relevant, within a set of 506 1km squares across Great Britain, surveyed during the Countryside Survey long term monitoring project (note: not all surveyed squares contained point features). The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to point features, habitat areas, vegetation species data, soil data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.
description: The data were recorded onto paper field sheets in the summer of 1990 by professional surveyors. Data were recorded from 506 1km squares sited across Britain, selected by random stratified sample. The point features were digitized in the late 1990s, and the data are managed by the Centre for Ecology & Hydrology.
DOI: 10.5285/9d1eada2-3f8b-4a7b-a9b0-a7a04d05ff72
title: Soil physico-chemical properties 1998 [Countryside Survey]

description: This dataset consists of soil physico-chemical properties (pH, loss on ignition, carbon stock and concentration, total nitrogen, Olsen phosphorus) from soils sampled across Great Britain in 1998. The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to soil data, habitat areas, vegetation species data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.
Please note: the use of Olsen P data, particularly in relation to acidic soils, is controversial. Please ensure these data are suitable for your requirements and exercise caution in their use.

description: Soil samples were collected in the summers of 1998 and 1999 by field surveyors. Data were recorded from up to 256 1km squares sited across Britain, selected by random stratified sample. Samples were analysed according to standardized protocols at the Institute of Terrestrial Ecology, Merlewood in 1998 and 1999. Data are managed by the Centre for Ecology & Hydrology.
DOI: 10.15156/bio/sh0163316.10fu
title: SH0163316.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5285/9d923383-4e3c-4aa4-95f5-0e5cdbc5853e
title: Headwater stream water chemistry data 2007 [Countryside Survey] 

description: This dataset consists of results of chemical analyses of single water chemistry samples, taken from headwater streams during a survey in 2007. Water samples were analysed at the Centre for Ecology & Hydrology for chemical analysis of alkalinity (at pH 8.3), total oxidised nitrogen and soluble reactive phosphorus. Conductivity and pH were measured in the field using a regularly calibrated field meter.
Data were collected under the Countryside Survey long term monitoring project managed by the Centre for Ecology & Hydrology. The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Headwater stream surveys have been carried out in 1990, 1998 and 2007 with repeated visits to the majority of sites. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to headwater stream data, soil data, habitat areas, vegetation species data and linear habitat data are also gathered by Countryside Survey.
description: Water samples were collected in the summer of 2007 by field surveyors. Samples were taken from up to 591 1km squares sited across Britain, selected by random stratified sample. Samples were analysed according to standardized protocols at the Centre for Ecology & Hydrology, Lancaster in 2007/2008, or in the field. Data are managed by the Centre for Ecology & Hydrology.
DOI: 10.5285/f3e71ba6-bfd7-4841-9ce4-fd1f0d590d2d
title: Soil invertebrate data 1998 [Countryside Survey]

description: This dataset consists of invertebrate (soil mesofauna) counts from soils sampled across Great Britain in 1998. The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Surveys have been carried out in 1978, 1984, 1990, 1998 and 2007 by the Centre for Ecology & Hydrology, with repeated visits to the majority of squares. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to soil data, habitat areas, vegetation species data, linear habitat data, and freshwater habitat data are also gathered by Countryside Survey.
description: Soil samples were collected in the summers of 1998 and 1999 by field surveyors. Data were recorded from up to 256 1km squares sited across Britain, selected by random stratified sample. Samples were analysed according to standardized protocols at the Institute of Terrestrial Ecology, Merlewood in 1998-2000. Data are managed by the Centre for Ecology & Hydrology.