cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30856466.v1
title: A dataset of internal wave amplitudes obtained by using multi-source remote sensing images, identifying internal waves with deep learning methods, and then calculating them using the EKdV method

description: A dataset of internal wave amplitudes obtained by using multi-source remote sensing images, identifying internal waves with deep learning methods, and then calculating them using the EKdV method. The dataset provides the time, location, amplitude of each internal wave in northern South China Sea, and the corresponding changes in sea surface chlorophyll (the sea surface chlorophyll minus the climatology and the monthly average), as well as the file names and label names of the stripe sources.
DOI: 10.5683/sp3/dotc2m
title: Data and code for : Added value of a priori bias correcting dynamically downscaled data for application to species distribution models - a case study for coastal British Columbia

description: This repository contains code and data for study titled 'Added value of a priori bias correcting dynamically downscaled data for application to species distribution models - a case study for coastal British Columbia'. It contains the following folders -
1. Data generated and used to produce the plots in the paper.
2. Python notebooks used to prepare the plots.
description: Adding Bias_Calculation code. Readme updated to reflect new file structure.
DOI: 10.5281/zenodo.17892446
title: SEM Withered Plant (BSE Series) — Kikoh Matsuura (Art–Science Archive)

description: Parent (series) record for *SEM Withered Plant (BSE)* by Kikoh Matsuura.  This record serves as the hub for all child datasets in the series.

**Files included:**- A series overview (TXT) documenting scope, naming rules, citation style, and file policy- A machine-readable index (CSV) that will be updated to list child datasets (DOIs, imaging parameters, etc.)

Each child dataset contains raw, uncompressed BMP images (≈13 per set, number varies) acquired with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.  Child records provide detailed READMEs with exact parameters (accelerating voltage, working distance, vacuum, pixel size, field of view, frame time, coating).

This parent provides a stable concept DOI for the entire *SEM Withered Plant (BSE)* series.  Child datasets link back via *IsPartOf*, and this parent enumerates them via *HasPart*.  

*This series visualizes the hidden order and chance in withered plants through SEM-BSE, leaving a unique trace at the boundary between art and science.*
DOI: 10.15468/dl.2cdkkp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hamingia pacifica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046363-251120083545085/datasets/export for details.
DOI: 10.7910/dvn/wacgv5
title: Layline corporate filings dataset

description: By using this dataset, you agree to cite the &lt;b&gt;Related Publication&lt;/b&gt; shown below.&lt;br&gt;&lt;br&gt;
Regulatory filing metadata obtained from the SEC's EDGAR system.
&lt;br&gt;&lt;br&gt;
&lt;b&gt;Daily updates:&lt;/b&gt; &lt;a href="https://dx.doi.org/10.34740/kaggle/ds/2992788"&gt;https://dx.doi.org/10.34740/kaggle/ds/2992788&lt;/a&gt;
description: Layline
description: Python, 3.10
description: By using this dataset or accompanying code, you agree to cite both the data source and the related publication.
description: Form 8-K: https://www.sec.gov/answers/form8k.htm
DOI: 10.15468/dl.5kxh64
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scutalus proteus"
 ]
}

 The dataset includes 53 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046364-251120083545085/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/14102548
title: Layline Shareholder activism dataset
DOI: 10.15468/dl.uk2j5v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus abyssalis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046366-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rwjft
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana altaica"
 ]
}

 The dataset includes 102 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046365-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahcdct
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tropilaelaps"
 ]
}

 The dataset includes 289 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046369-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufe4qj
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus adelaidensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046370-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn88ay
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana rosea"
 ]
}

 The dataset includes 516 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046368-251120083545085/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/14102597
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17766176
title: Global satellite gravity data products for prompt detection of short-term Mass Change (MC)

description: -Variable 1: observation time, expressed as GPS time in continuous seconds since 01-Jan-2000 11:59:47 UTC

-Variables 2–4: longitude, latitude, and altitude of the twin satellites’ midpoint at that epoch

-Variable 5: LGD_full, representing the unfiltered, full-spectrum LGD value

-Variable 6: LGD_band, containing LGD signals retained after bandpass filtering

-Variable 7: LGD_low, representing LGD signals below 1 mHz, which is extracted from L2-synthesized LGD

-Variable 8: LGD_L2, the synthetic LGD from L2 SH coefficients up to 60, limited to the frequency band below 10 mHz

-Variable 9: LGD_clm, LGD climatology, which is the synthetic LGD from the climatological estimates of the SH coefficients
DOI: 10.5281/zenodo.17766177
title: Global satellite gravity data products for prompt detection of short-term Mass Change (MC)

description: -Variable 1: observation time, expressed as GPS time in continuous seconds since 01-Jan-2000 11:59:47 UTC

-Variables 2–4: longitude, latitude, and altitude of the twin satellites’ midpoint at that epoch

-Variable 5: LGD_full, representing the unfiltered, full-spectrum LGD value

-Variable 6: LGD_band, containing LGD signals retained after bandpass filtering

-Variable 7: LGD_low, representing LGD signals below 1 mHz, which is extracted from L2-synthesized LGD

-Variable 8: LGD_L2, the synthetic LGD from L2 SH coefficients up to 60, limited to the frequency band below 10 mHz

-Variable 9: LGD_clm, LGD climatology, which is the synthetic LGD from the climatological estimates of the SH coefficients
DOI: 10.15468/dl.f9kksk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus branchiorhynchus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046371-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t29knq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus chaetiferus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046372-251120083545085/datasets/export for details.
DOI: 10.15468/dl.xv8hse
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana camilli-schneideri"
 ]
}

 The dataset includes 50 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046373-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.27103.52646
title: DevScholar: A VS Code Extension for Linking Code to Research Papers
DOI: 10.15468/dl.bpjsd2
title: Occurrence Download

description: A dataset containing 130498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 4.085278",
 "DecimalLatitude is less than or equal to 9.085278",
 "DecimalLongitude is greater than or equal to 115.0",
 "DecimalLongitude is less than or equal to 120.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 130498 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046359-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evzvu9
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((126.81441 37.50188,126.8203 37.50188,126.8203 37.50587,126.81441 37.50587,126.81441 37.50188))",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046374-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17891021
title: Multi-year La Niña-El Niño transitions as key to Earth's extreme heat uptake in 2022-2023

description: The scripts in this folder are designed to reproduce the main and extended figures in the manuscript "Multi-year La Niña-El Niño transitions as key to Earth’s extreme heat uptake in 2022-2023" and calculate Earth's Energy Imbalance (EEI) values presented in the manuscript.See README in detail.
DOI: 10.15468/dl.5a6mxv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus dendrorhynchus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046375-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy7pdd
title: Occurrence Download

description: A dataset containing 83034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Ammospiza maritima)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 83034 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046358-251120083545085/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.30856583
title: APPLIANCES LOAD PROFILE DATA

description: The dataset contains appliances load profile,summer and winterday round the year which we use for this study.
DOI: 10.6084/m9.figshare.30856583.v1
title: APPLIANCES LOAD PROFILE DATA

description: The dataset contains appliances load profile,summer and winterday round the year which we use for this study.
DOI: 10.15468/dl.tg9k55
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus fisheri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046376-251120083545085/datasets/export for details.
DOI: 10.15468/dl.nbx5hg
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tropilaelaps"
 ]
}

 The dataset includes 289 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046378-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kztttw
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Angostura quinquefolia)"
 ]
}

 The dataset includes 27 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054071-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tmypq
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tringa guttifer",
 "Year 1970-2000"
 ]
}

 The dataset includes 385 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054073-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xadc4e
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((172.51873 -43.93239,173.1659 -43.93239,173.1659 -43.54476,172.51873 -43.54476,172.51873 -43.93239))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lophocoleaceae"
 ]
}

 The dataset includes 190 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054072-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mqd9r
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Censo poblacional de Canquén Colorado (Chloephaga rubidiceps) en la Región de Magallanes y de la Antártica Chilena"
 ]
}

 The dataset includes 190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054076-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7wuh6
title: Occurrence Download

description: A dataset containing 289251 records in GBIF matching the query:
SELECT
 occurrence."year",
 GBIF_EEARGCODE(1000, occurrence.decimallatitude, occurrence.decimallongitude, COALESCE(occurrence.coordinateuncertaintyinmeters, 1000)) eeacellcode,
 COUNT(DISTINCT occurrence."year" * 10000 + occurrence."month" * 100 + occurrence."day") survey_days
FROM
 occurrence
WHERE
 (occurrence.level0gid = 'BEL.2_1' OR occurrence.level1gid = 'BEL.2_1' OR occurrence.level2gid = 'BEL.2_1' OR occurrence.level3gid = 'BEL.2_1')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) IN (220, 196) OR CAST(occurrence.acceptedtaxonkey AS INTEGER) IN (220, 196) OR CAST(occurrence.kingdomkey AS INTEGER) IN (220, 196) OR CAST(occurrence.phylumkey AS INTEGER) IN (220, 196) OR CAST(occurrence.classkey AS INTEGER) IN (220, 196) OR CAST(occurrence.orderkey AS INTEGER) IN (220, 196) OR CAST(occurrence.familykey AS INTEGER) IN (220, 196) OR CAST(occurrence.genuskey AS INTEGER) IN (220, 196) OR CAST(occurrence.specieskey AS INTEGER) IN (220, 196))
 AND occurrence."year" &gt;= 1975
 AND occurrence."year" &lt;= 2025
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND occurrence.basisofrecord NOT IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.specieskey IS NOT NULL
 AND occurrence."year" IS NOT NULL
 AND occurrence.hascoordinate = TRUE
 AND occurrence."month" IS NOT NULL
 AND occurrence."day" IS NOT NULL
GROUP BY
 occurrence."year",
 GBIF_EEARGCODE(1000, occurrence.decimallatitude, occurrence.decimallongitude, COALESCE(occurrence.coordinateuncertaintyinmeters, 1000))
ORDER BY
 occurrence."year",
 eeacellcode

 The dataset's 289251 records were derived from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054049-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17080884
title: Conserving key coastal areas for mangrove expansion and eco-tourism secures ecosystem services under sea-level rise - Spatial data

description: This collection contains the input and output datasets used in the ecosystem service assessment of two coastal lagoons in the United Arab Emirates (Abu Dhabi and Umm Al Quwain). Data are organized by study site, with one ArcGIS Pro project package (.ppkx) and an accompanying Excel metadata file for each site. The metadata files document all input layers, sources, resolution, and limitations. Input datasets include spatial layers of blue carbon habitats (mangroves, seagrass, and saltmarsh), human activities (coastal development, aquaculture, and infrastructure), and climate scenarios (spatially explicit sea-level rise projections). Output datasets were generated using the InVEST (Integrated Valuation of Ecosystem Services and Tradeoffs) models and include habitat risk, carbon storage and sequestration, coastal protection, and recreation/tourism outputs. Scenario inputs (modified habitat maps) include sea-level rise, mangrove expansion, and salt-tolerant crops (the latter is included in the data package but not presented in the published paper). In addition to site-level outputs, the collection includes combined ecosystem service maps that integrate results across services to identify hotspots and trade-offs. Together, these files provide the complete geospatial foundation and model outputs underpinning the analyses in [Conserving key coastal areas for mangrove expansion and eco-tourism secures ecosystem services under sea-level rise ], enabling replication of results and reuse for further exploration of nature-based solutions in the UAE.
DOI: 10.5281/zenodo.17080885
title: Conserving key coastal areas for mangrove expansion and eco-tourism secures ecosystem services under sea-level rise - Spatial data

description: This collection contains the input and output datasets used in the ecosystem service assessment of two coastal lagoons in the United Arab Emirates (Abu Dhabi and Umm Al Quwain). Data are organized by study site, with one ArcGIS Pro project package (.ppkx) and an accompanying Excel metadata file for each site. The metadata files document all input layers, sources, resolution, and limitations. Input datasets include spatial layers of blue carbon habitats (mangroves, seagrass, and saltmarsh), human activities (coastal development, aquaculture, and infrastructure), and climate scenarios (spatially explicit sea-level rise projections). Output datasets were generated using the InVEST (Integrated Valuation of Ecosystem Services and Tradeoffs) models and include habitat risk, carbon storage and sequestration, coastal protection, and recreation/tourism outputs. Scenario inputs (modified habitat maps) include sea-level rise, mangrove expansion, and salt-tolerant crops (the latter is included in the data package but not presented in the published paper). In addition to site-level outputs, the collection includes combined ecosystem service maps that integrate results across services to identify hotspots and trade-offs. Together, these files provide the complete geospatial foundation and model outputs underpinning the analyses in [Conserving key coastal areas for mangrove expansion and eco-tourism secures ecosystem services under sea-level rise ], enabling replication of results and reuse for further exploration of nature-based solutions in the UAE.