cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yn7n6c
title: Occurrence Download

description: A dataset containing 3358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "PublishingOrg is 5ffa575c-fcd4-4583-9611-545f67b04316",
 "TaxonKey is Mantodea"
 ]
}

 The dataset includes 3358 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012885-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hryhbv
title: Occurrence Download

description: A dataset containing 5300 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Silene antirrhina",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5300 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012886-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25976/kqsn-rv07
title: Swan Lake Nature Sanctuary - Water Quality Monitoring – HOBO loggers

description: The Swan Lake Christmas Hill Nature Sanctuary is a high biodiversity site and is home to at risk species such as the Western Painted Turtle and the Great Blue Heron. The Sanctuary’s water quality monitoring program, conducted by contractor Rob Bowen, with Diversified Scientific Solutions, and by Swan Lake staff, aims to track lake conditions which have significant impacts on the health and biodiversity of the lake and its surrounding ecosystems. The logger data collected provides valuable baseline and continuous background information which helps to examine the temporal change of lake conditions. Of special concern are the extensive cyanobacteria blooms that occur in the heat of the summer. These blooms have led to hypoxic events that have resulted in fish kills. By long-term monitoring of the physical and chemical properties of the lake, insights into the driving forces that influence bloom frequency and intensity can be made which can guide future mitigation strategies.
description: Weekly water quality monitoring data is published on DataStream here: https://doi.org/10.25976/ljts-cs75. HOBO U26 dissolved oxygen loggers were routinely cleaned in the years they were deployed. At the end of the sampling season, time series data of the DO loggers were compared to the YSI ODO weekly profiles. These comparisons are highlighted in the annual reports and showed good agreement. Weather data was collected using the school-based weather station network with a station located on the roof of the Swan Lake Nature House and compared to logger data. Some of the weather sensors at the Swan Lake station were not always up and running so adjacent weather data was obtained from the Colquitz Middle School weather station located approximately 1.5 km from Swan Lake. Weather data and their sources are presented in the annual reports.
description: HOBO U26 dissolved oxygen loggers were two point calibrated just prior to deployment and were routinely cleaned in the years they were deployed. DO and temperature values from the HOBO loggers were compared with the weekly DO profiles measured by a YSI ODO that was two-point calibrated at the beginning of each season and was routinely 100% saturation calibrated each sampling day. The U26 instruments were validated through a comparative process of plotting these two data sources. The recorded data was then subsampled from 10 minute intervals to 20 minute intervals by omitting every second measurement.
DOI: 10.15468/uan2na
title: Revision of Holarctic Illidops Mason (Hymenoptera, Braconidae): A first step towards resolving a dark taxon and descriptions of three new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Höcherl, Amelie, Kaliuzhna, Maryna, Raupach, Michael J., Fernandez-Triana, Jose L. (2025): Revision of Holarctic Illidops Mason (Hymenoptera, Braconidae): A first step towards resolving a dark taxon and descriptions of three new species. European Journal of Taxonomy 1031: 1-121, DOI: 10.5852/ejt.2025.1031.3133, URL: https://europeanjournaloftaxonomy.eu/index.php/ejt/article/download/3133/13943Abstract. Microgastrinae wasps are an important group of Lepidoptera parasitoids, but also considered a so-called “dark taxon” due to the large amount of undiscovered and unidentifiable diversity. In the Holarctic, this is due to various factors, but lack of up-to-date identification literature and taxonomic revisions is a main contributor. Here, the genus Illidops is revised in the Holarctic region for the first time in over 35 years and an updated generic concept is provided. Illidops albostigmalis van Achterberg & Fernandez-Triana, 2017 is recorded for the first time from the Palearctic and three new species are formally described: Illidops oroseira Höcherl & Fernandez-Triana sp. nov. from the Palearctic, Illidops doreenae Höcherl & Fernandez-Triana sp. nov., and Illidops stefanschmidti Höcherl & Fernandez-Triana sp. nov. from the Nearctic. A key to all 33 species of Illidops occurring in the Holarctic is provided. A firstglance preliminary system is used to evaluate the robustness of species concepts, allowing the inclusion of poorly known species. Many species are associated with new information, including photographs for 29 species, 23 of which are of primary types. Our integrative taxonomy approach including DNA barcoding resulted in nine species now linked to barcodes and the discovery of morphologically cryptic diversity. Shotgun-sequencing was applied for the recovery of barcode sequences of historical specimens. Additionally, annotated translations of original descriptions in Russian for six species and a commented overview of the literature of host species of Illidops are provided.
DOI: 10.15468/37qchp
title: Registros de observaciones de fauna, Santa Rosa 2024 - Grupo HAME

description: Registros de observaciones de animales vertebrados terrestres (fauna) detectados por observación directa, indirecta por medio de rastros, y vocalizaciones.
DOI: 10.5281/zenodo.18262994
title: EVALUATION OF THE TROPHIC STATE OF LAGOONS AND RESERVOIRS IN THE HIGH ANDEAN SOUTHERN PERU

description: High Andean lagoons in southern Peru have critical hydrological and ecological functions; however, long-term time series integrating trophic, integral quality, and metal contamination metrics to support adaptive management are lacking. Methods: A total of 1,846 records (2015–2024) from four systems (3,100–4,600 m asl) were analyzed using seven indices (CTSI, TRIX, OWQI, WQIHA, CCME-WQI, HPI, and CD). Temporal trends were assessed by using Mann–Kendall and Theil–Sen slope; spatial heterogeneity using Kruskal–Wallis and Dunn–Bonferroni comparisons; controlling factors using distance-based redundancy analysis (999 permutations); and functional typology using Ward's hierarchical clustering on Z-standardized data. Results: 97% of the series lacked monotonic trends, demonstrating high interannual stability; spatial variance was marked (ε² = 0.73 in CCME-WQI). db-RDA explained 24.6% of the total variability by lake identity, year, and wet-dry period. Four functional archetypes emerged, including a metal-eutrophic hotspot (HPI ≈ 213; CD ≈ 25 µg L⁻¹) and recovering reservoirs with CCME-WQI ≈ 63. CTSI thresholds ≥ 60 combined with HPI ≥ 100 signaled the transition to cyanobacterial dominance. Conclusions: Systems show temporal resilience but strong spatial divergence induced by local pressures; The proposed typology and thresholds provide an operational basis for early warnings and prioritization of remediation actions in high-mountain ecosystems subject to increasing anthropogenic stress.
DOI: 10.5281/zenodo.18262993
title: EVALUATION OF THE TROPHIC STATE OF LAGOONS AND RESERVOIRS IN THE HIGH ANDEAN SOUTHERN PERU

description: High Andean lagoons in southern Peru have critical hydrological and ecological functions; however, long-term time series integrating trophic, integral quality, and metal contamination metrics to support adaptive management are lacking. Methods: A total of 1,846 records (2015–2024) from four systems (3,100–4,600 m asl) were analyzed using seven indices (CTSI, TRIX, OWQI, WQIHA, CCME-WQI, HPI, and CD). Temporal trends were assessed by using Mann–Kendall and Theil–Sen slope; spatial heterogeneity using Kruskal–Wallis and Dunn–Bonferroni comparisons; controlling factors using distance-based redundancy analysis (999 permutations); and functional typology using Ward's hierarchical clustering on Z-standardized data. Results: 97% of the series lacked monotonic trends, demonstrating high interannual stability; spatial variance was marked (ε² = 0.73 in CCME-WQI). db-RDA explained 24.6% of the total variability by lake identity, year, and wet-dry period. Four functional archetypes emerged, including a metal-eutrophic hotspot (HPI ≈ 213; CD ≈ 25 µg L⁻¹) and recovering reservoirs with CCME-WQI ≈ 63. CTSI thresholds ≥ 60 combined with HPI ≥ 100 signaled the transition to cyanobacterial dominance. Conclusions: Systems show temporal resilience but strong spatial divergence induced by local pressures; The proposed typology and thresholds provide an operational basis for early warnings and prioritization of remediation actions in high-mountain ecosystems subject to increasing anthropogenic stress.
DOI: 10.15468/dl.cnv2q6
title: Occurrence Download

description: A dataset containing 80571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo trutta",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 80571 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012873-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrtx9c
title: Occurrence Download

description: A dataset containing 6654 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Sisymbrium irio",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6654 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012887-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqqfsv
title: Occurrence Download

description: A dataset containing 589 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Spermolepis echinata",
 "Continent is North America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 589 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012888-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.725fv8
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizymenia dubyi",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012891-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtcj7n
title: Occurrence Download

description: A dataset containing 46694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nereididae, Sabellidae, Syllidae, Serpulidae, Capitellidae, Spionidae, Cirratulidae, Balanidae, Caprellidae, Carcinidae, Cheluridae, Cymothoidae, Varunidae, Euphausiidae, Ischyroceridae, Corophiidae, Limnoriidae, Aoridae, Talitridae, Palaemonidae, Sphaeromatidae, Paranthuridae, Hyalidae, Penaeidae, Mastigiidae, Pseudodiaptomidae, Panopeidae, Mysidae, Stenothoidae, Vesiculariidae, Electridae, Bugulidae, Celleporidae, Cryptosulidae, Bitectiporidae, Cribrilinidae, Nolellidae, Schizoporellidae, Sinoflustridae, Candidae, Watersiporidae, Sciaenidae, Ascidiidae, Styelidae, Cionidae, Clavelinidae, Cyprinidae, Moronidae, Didemnidae, Sparidae, Perophoridae, Engraulidae, Gobiidae, Latidae, Mugilidae, Pyuridae, Molgulidae, Muraenidae, Cichlidae, Poeciliidae, Polyclinidae, Blenniidae, Scorpaenidae, Soleidae, Uranoscopidae, Bougainvilliidae, Blackfordiidae, Cassiopeidae, Cladonematidae, Hydractiniidae, Cordylophoridae, Diadumenidae, Tubulariidae, Aiptasiidae, Campanulariidae, Pennariidae, Dendrophylliidae, Bolinopsidae, Mytilidae, Calyptraeidae, Teredinidae, Dotidae, Eubranchidae, Tethydidae, Ellobiidae, Ostreidae, Tateidae, Muricidae, Veneridae, Polyceridae, Semelidae, Trinchesiidae, Kareniaceae, Peridiniaceae, Amphoriscidae, Bonnemaisoniaceae, Caulacanthaceae, Caulerpaceae, Codiaceae, Dasyaceae, Gracilariaceae, Halymeniaceae, Cystocloniaceae, Solieriaceae, Rhodomelaceae, Sargassaceae, Ulvaceae, Alariaceae, Scombridae, Serranidae)",
 "Geometry POLYGON ((33.925781 30.297018, 30.849609 30.221102, 36.738281 17.978733, 42.539063 11.867351, 46.054688 9.362353000000001, 53.613281 12.297068, 64.6875 21.616579, 66.269531 25.403585, 65.302734 29.993002, 50.976563 32.398516, 33.925781 30.297018))"
 ]
}

 The dataset includes 46694 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012890-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86d7d3
title: Occurrence Download

description: A dataset containing 11202687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-82.03016 -4.51309,-75.09854 -4.51309,-75.09854 0.30339,-82.03016 0.30339,-82.03016 -4.51309))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2026"
 ]
}

 The dataset includes 11202687 records from 761 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012880-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18262748
title: InciText — Incident-Centric Text Dataset for Attribute Extraction

description: This release provides InciText v1.0, an incident-centric text dataset released for research and academic use.

 

Contents

The dataset includes three components packaged together:





Raw and processed text corpora (DataSet_Attribute_Extraction/)




Structured annotation files (Annotation/)




Derived, normalized datasets used in experiments (Derived_Datasets/)



The Derived_Datasets/ folder contains the paper-faithful PostgreSQL exports and is the recommended entry point for reproducing reported results.

 

 

Scope

InciText includes incident reports, press releases, newspaper articles, and synthetic or generated narratives used for attribute extraction and retrieval research.

Some documents were provided in privacy-reviewed or historical form.Users should follow applicable ethical and institutional guidelines.



Dataset Composition


The frequency of each data type in the FemmIR-text corpus is:



Newspaper articles: 300

Officer narratives: 40

Press releases: 13

Dispatch reports: 5

Synthetic narratives: 1500


 

Citation

If you use this dataset, please cite:

@misc{solaiman2025modularunsupervisedframeworkattribute,  title={A Modular Unsupervised Framework for Attribute Recognition from Unstructured Text},  author={KMA Solaiman},  year={2025},  eprint={2507.03949},  archivePrefix={arXiv},  primaryClass={cs.CL},  url={https://arxiv.org/abs/2507.03949},}
DOI: 10.5281/zenodo.18262749
title: InciText — Incident-Centric Text Dataset for Attribute Extraction

description: This release provides InciText v1.0, an incident-centric text dataset released for research and academic use.

 

Contents

The dataset includes three components packaged together:





Raw and processed text corpora (DataSet_Attribute_Extraction/)




Structured annotation files (Annotation/)




Derived, normalized datasets used in experiments (Derived_Datasets/)



The Derived_Datasets/ folder contains the paper-faithful PostgreSQL exports and is the recommended entry point for reproducing reported results.

 

 

Scope

InciText includes incident reports, press releases, newspaper articles, and synthetic or generated narratives used for attribute extraction and retrieval research.

Some documents were provided in privacy-reviewed or historical form.Users should follow applicable ethical and institutional guidelines.



Dataset Composition


The frequency of each data type in the FemmIR-text corpus is:



Newspaper articles: 300

Officer narratives: 40

Press releases: 13

Dispatch reports: 5

Synthetic narratives: 1500


 

Citation

If you use this dataset, please cite:

@misc{solaiman2025modularunsupervisedframeworkattribute,  title={A Modular Unsupervised Framework for Attribute Recognition from Unstructured Text},  author={KMA Solaiman},  year={2025},  eprint={2507.03949},  archivePrefix={arXiv},  primaryClass={cs.CL},  url={https://arxiv.org/abs/2507.03949},}
DOI: 10.15468/dl.vtde7z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenopsis invicta",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012895-260108223611665/datasets/export for details.
DOI: 10.15468/dl.mtvkk4
title: Occurrence Download

description: A dataset containing 1081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenopsis invicta",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1081 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012893-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14850006
title: Soil organic and inorganic carbon pools in the Loess Plateau: New estimation, change and trade-offs

description: Soil carbon pool accurate estimation is important for land use management and coping with future climate change. However, the size, distribution, and drivers of soil organic (SOC) and inorganic (SIC) carbon lack precise quantification regionally. We developed ensemble machine learning models to quantify SOC, SIC, and soil total carbon (STC) stocks across the Loess Plateau (LP) using a novel, spatially extensive dataset of 241 sites with 723 paired SOC–SIC measurements. The LP’s soils stored 6.5 Pg C as SOC, 13.4 Pg C as SIC, and 19.9 Pg C as soil total carbon (STC) within the top 2 m, with 22%, 16%, and 18% of these respective carbon pools distributed in the top 30 cm. Changes in SIC stocks are crucial for carbon accounting. Soil pH drives trade-offs between SOC and SIC, thereby playing a critical role in determining the contribution of SOC and SIC to net change in STC. Under future scenarios, soil acidification associated with climate change to terrestrial ecosystems will reduce LP’s STC (2 m) by 26~42 Tg C by 2100. Our study underscored the necessity of concurrently estimating changes in both SOC and SIC stocks to accurately assess soil carbon pool and formulate effective climate change mitigation strategies.
DOI: 10.5281/zenodo.14850007
title: Data S1
DOI: 10.5281/zenodo.15297221
title: Soil organic and inorganic carbon pools in the Loess Plateau: New estimation, change and trade-offs

description: Soil carbon pool accurate estimation is important for land use management and coping with future climate change. However, the size, distribution, and drivers of soil organic (SOC) and inorganic (SIC) carbon lack precise quantification regionally. We developed ensemble machine learning models to quantify SOC, SIC, and soil total carbon (STC) stocks across the Loess Plateau (LP) using a novel, spatially extensive dataset of 241 sites with 723 paired SOC–SIC measurements. The LP’s soils stored 6.5 Pg C as SOC, 13.4 Pg C as SIC, and 19.9 Pg C as soil total carbon (STC) within the top 2 m, with 22%, 16%, and 18% of these respective carbon pools distributed in the top 30 cm. Changes in SIC stocks are crucial for carbon accounting. Soil pH drives trade-offs between SOC and SIC, thereby playing a critical role in determining the contribution of SOC and SIC to net change in STC. Under future scenarios, soil acidification associated with climate change to terrestrial ecosystems will reduce LP’s STC (2 m) by 26~42 Tg C by 2100. Our study underscored the necessity of concurrently estimating changes in both SOC and SIC stocks to accurately assess soil carbon pool and formulate effective climate change mitigation strategies.
DOI: 10.15468/dl.6x2stt
title: Occurrence Download

description: A dataset containing 402463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2010",
 "Month is May",
 "Day is greater than or equal to 29",
 "Day is less than or equal to 31"
 ]
}

 The dataset includes 402463 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000618-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x536krytyt.1
title: Supplemental Data - Spandau et al - JAAD 2025

description: Supplemental data for JAAD Brief Report - 2025
DOI: 10.3535/81f-a4t-k10
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tc6-fn5-tc9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pe-s7e-8et
title: Echinocyamus pusillus (O.F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xj6-8s2-dz3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwq-9m5-p5e
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ypv-sb0-aam
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yxg-z7g-jwk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ft5-g4k-90s
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pmf-9qz-h73
title: †Tarbellastraea reussiana (Milne Edwards & Haime, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.