cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18452814
title: Remote Sensing-Based Long-Term Land-Use Change and Urban Expansion Projection: A Case Study of an Ecologically Fragile New-Type Urbanization Area in Hebei Province

description: Data Description:

Remote Sensing-Based Long-Term Land-Use Change and Urban Expansion Projection: A Case Study of an Ecologically Fragile New-Type Urbanization Area in Hebei Province

 

Huanhuan Lia,b, Wei Songa, ⁎

a Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China;

b School of Geography and Tourism, Luoyang Normal University, Luoyang 471000, China.

⁎Corresponding Author: Wei Song

 

This dataset comprises two categories of data: 

1. Urban spatial extent data for Zhangbei County from 1960 to 2025;

2. Urban expansion driver data for Zhangbei County in the year 2000.

Data naming conventions are as follows:

1. Urban spatial extent data for Zhangbei County from 1960 to 2025

Urban_60.tif: Urban spatial boundary of Zhangbei County in 1960

Urban_70.tif: Urban spatial boundary of Zhangbei County in 1970

Urban_80.tif: Urban spatial boundary of Zhangbei County in 1980

Urban_00.tif: Urban spatial boundary of Zhangbei County in 2000

Urban_15.tif: Urban spatial boundary of Zhangbei County in 2015

Urban_20.tif: Urban spatial boundary of Zhangbei County in 2020

Urban_25.tif: Urban spatial boundary of Zhangbei County in 2025

2. Urban expansion driver data for Zhangbei County in the year 2000.

Factor 1-15 denote GDP, nighttime-light imagery, distance to expressway, distance to national highway, precipitation, distance to transport hub, distance to rural settlement, slope, aspect, population density, distance to provincial highway, distance to municipal government, distance to railway, distance to county town, and distance to county road, respectively.
DOI: 10.15468/dl.qvg2eh
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "DatasetKey is one of (Herbarium Specimens of Museum of Nature and Human Activities, Hyogo Pref., Japan, Ibaraki Nature Museum, Vascular Plants collection, Plant specimens in the Museum of Nature and Human Activities, Hyogo Prefecture, Japan, mabik_tp, INSDC Sequences, Vascular Plant Specimens of Kochi Prefectural Makino Botanical Garden, 2017_nsmk_smpl_pl, Vascular Plant Specimen database of Kanagawa Prefectural Museum of Natural History, 2014_nsmk_smpl_pl)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Rosa lucieae, Rosa wichurana, Rosa wichuraiana)",
 "Year 1996-2026"
 ]
}

 The dataset includes 141 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006458-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3kz5v
title: Occurrence Download

description: A dataset containing 80 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = '4fa7b334-ce0d-4e88-aaae-2e0c138d049e'
 AND (occurrence.level0gid = 'PRK' OR occurrence.level1gid = 'PRK' OR occurrence.level2gid = 'PRK' OR occurrence.level3gid = 'PRK')
 AND (occurrence."year" &gt;= 2020 AND occurrence."year" &lt;= 2026)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; '' AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 80 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006444-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18263746
title: TG in South China

description: Table S1 Summary of W deposits in South China.

Table S2 Whole-rock major element, trace element and rare earth elements compositions of the W granites in the Nanling and Jiangnan belts, South China.

Table S3 Whole-rock Nd isotopic compositions from the W granites in the Nanling and Jiangnan belts, South China.

Table S4 Zircon Hf isotopic compositions of zircons from the W granites in the Nanling and Jiangnan belts, South China.
DOI: 10.5281/zenodo.18263747
title: TG in South China

description: Table S1 Summary of W deposits in South China.

Table S2 Whole-rock major element, trace element and rare earth elements compositions of the W granites in the Nanling and Jiangnan belts, South China.

Table S3 Whole-rock Nd isotopic compositions from the W granites in the Nanling and Jiangnan belts, South China.

Table S4 Zircon Hf isotopic compositions of zircons from the W granites in the Nanling and Jiangnan belts, South China.
DOI: 10.15468/dl.egwuhw
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Billia hippocastanum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 452 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006459-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t93pkv
title: Occurrence Download

description: A dataset containing 76881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lactobacillaceae"
 ]
}

 The dataset includes 76881 records from 728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006434-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/8672dba8-46ff-4d79-87f0-b09949309be1.v1
title: End users’ perspectives about the potential usefulness of storylines to communicate river research to a multidisciplinary audience

description: Effective communication practices are needed to support adaptive, collaborative and integrative environmental management. We propose the use of online storylines to communicate scientific outcomes in a way that is captivating, easily understood and accessible. Based on 20 interviews, we identified important attributes for the storyline content, structure and user interaction. We designed a storyline example about stakeholders’ perceptions of a river management intervention with consequences on the landscape. The intended audience consists of multi-disciplinary researchers and practitioners that could consider or apply research solutions outside their field of expertise in river management. We introduced the example in a workshop with 14 participants from research and practice. Our findings highlight the importance of including narrative elements via images, interactive figures and timelines to illustrate the research context. Moreover, storylines should explicitly state benefits as well as the limitations of the river research and include a glossary to clarify specific terms. (2018-07-03)
DOI: 10.15468/dl.q3dphm
title: Occurrence Download

description: A dataset containing 2569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Istiophorus platypterus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2569 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025443-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvyw27
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.9096 1.1987,44.9648 1.2321,44.9648 1.8496,35.9648 1.8496,35.9648 -7.1504,40.3029 -7.1504,40.4263 -6.8134,40.0733 -6.4249,39.9535 -5.9102,40.3587 -5.2718,40.3515 -4.7573,40.0702 -4.4392,40.3811 -3.7186,40.7402 -3.0348,41.8195 -2.1723,43.8399 0.2902,44.9096 1.1987))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010409-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/14617936
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.g4jcnb
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((152.85277 -50.75579,189.14723 -50.75579,189.14723 -36.24421,152.85277 -36.24421,152.85277 -50.75579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hebe subalpina"
 ]
}

 The dataset includes 59 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011401-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3regmu
title: Occurrence Download

description: A dataset containing 145374 records in GBIF matching the query:
SELECT
 '438' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 41.89415215079384
 AND decimalLatitude &lt;= 46.479780028101516
 AND decimalLongitude &gt;= 5.99407475236253
 AND decimalLongitude &lt;= 12.588796183592416
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 145374 records were derived from 1047 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011398-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cjvmy
title: Occurrence Download

description: A dataset containing 1038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "Geometry POLYGON((26.84916 -32.07562,32.48229 -32.07562,32.48229 -27.00355,26.84916 -27.00355,26.84916 -32.07562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia mearnsii",
 "Year 2020-2025"
 ]
}

 The dataset includes 1038 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011402-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqje63
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Scaptotrigona"
 ]
}

 The dataset includes 282 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011403-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfckwr
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-196.25264 -55.41275,-138.14196 -55.41275,-138.14196 -32.17843,-196.25264 -32.17843,-196.25264 -55.41275))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Medicago sativa"
 ]
}

 The dataset includes 298 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011406-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4qqkd
title: Occurrence Download

description: A dataset containing 6572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((155.55681 -54.93147,210.65407 -54.93147,210.65407 -32.90200,155.55681 -32.90200,155.55681 -54.93147))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phormium tenax"
 ]
}

 The dataset includes 6572 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011408-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abvg92
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryphiops luscus"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011409-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17754486
title: Supplementary Materials for the GAIA-GIP Model (JIS 2026 Submission)

description: This repository contains the supplementary materials related to the article submitted to the Journal on Interactive Systems (JIS 2026), including high-resolution model images, BPMN files, maturity tables, the QAD questionnaire, GUT matrix, calculation spreadsheets, and the technical specification document.

 

 
description: Este depósito reúne os materiais suplementares associados ao artigo submetido ao Journal on Interactive Systems (JIS 2026), incluindo imagens do modelo, arquivos BPMN, tabelas de maturidade, questionário QAD, matriz GUT, cálculos, e documento técnico de detalhamento do modelo. Todo o conteúdo está em português devido ao uso imediato em treinamentos e implantação piloto no município estudado.
DOI: 10.5281/zenodo.18370189
title: Supplementary Materials for the GAIA-GIP Model (JIS 2026 Submission)

description: This repository contains the supplementary materials related to the article submitted to the Journal on Interactive Systems (JIS 2026), including high-resolution model images, BPMN files, maturity tables, the QAD questionnaire, GUT matrix, calculation spreadsheets, and the technical specification document.

 

 
description: Este depósito reúne os materiais suplementares associados ao artigo submetido ao Journal on Interactive Systems (JIS 2026), incluindo imagens do modelo, arquivos BPMN, tabelas de maturidade, questionário QAD, matriz GUT, cálculos, e documento técnico de detalhamento do modelo. Todo o conteúdo está em português devido ao uso imediato em treinamentos e implantação piloto no município estudado.
DOI: 10.15468/dl.xu3y54
title: Occurrence Download

description: A dataset containing 11484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is greater than or equal to 2021",
 "Year is less than or equal to 2024",
 "Geometry POLYGON((120.0137287 35.9926409,120.7007368 35.9926409,120.7007368 36.4089903,120.0137287 36.4089903,120.0137287 35.9926409))",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 11484 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011413-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqkyy2
title: Occurrence Download

description: A dataset containing 84958 records in GBIF matching the query:
SELECT
 '439' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 41.89415215079384
 AND decimalLatitude &lt;= 46.479780028101516
 AND decimalLongitude &gt;= 11.98814950472506
 AND decimalLongitude &lt;= 18.883194275388625
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 84958 records were derived from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011415-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msbqs2
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-202.79364 -55.79143,-129.54651 -55.79143,-129.54651 -26.50512,-202.79364 -26.50512,-202.79364 -55.79143))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hebe stricta"
 ]
}

 The dataset includes 364 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011416-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkx6b5
title: Occurrence Download

description: A dataset containing 986847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "KingdomKey is Plantae",
 "Country is India",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Machine Observation)"
 ]
}

 The dataset includes 986847 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011405-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a21z41v65
title: DARTS: Multi-year database of AI detected retrogressive thaw slumps (RTS) in hotspots of the circum-arctic permafrost region - v1.1

description: This dataset, called DARTS, comprises footprints of retrogressive thaw slump (RTS) identified and quantified using an automated deep learning approach in RTS hotspots across the Arctic and Subarctic permafrost regions. We utilized multispectral PlanetScope imagery with a spatial resolution of ~3 meters (m), complemented by ArcticDEM (Digital Elevation Model) and derived datasets, including slope, relative elevation, and Landsat-derived change trends.
 The dataset covers an area of 1.6 million square-kilometers (km²), with at least one coverage between 2021 and 2023, and provides annual coverage for approximately 900,000 km². In several highly active key sites, such as Banks Island, Peel Plateau, and Novaya Zemlya, we extended the data frequency and temporal coverage to 2018-2023. We mapped a total of more than 43,000 individual RTS and ALD, many of them multiple times. We offer two levels of datasets; Level 1: RTS footprints per image with timestamps; and Level 2: annually aggregated RTS footprints. Essential metadata includes image footprints, dataset coverage, timestamps, and model-specific information.
 To enhance reproducibility and further use, the training labels, processing code, and model checkpoints are publicly available. This version, v1.1, is the revised first openly accessible release. The dataset will be maintained and continuously updated in both spatial and temporal extent. It can be used for mapping and quantifying RTS, analyzing spatio-temporal patterns of RTS dynamics, or serving as input for landscape dynamics models.
DOI: 10.18739/a22f7jt09
title: Chemical, elemental, and isotopic measurements of the Tunu2022a and Tunu2022b ice core collected from northeastern Greenland; 2022-2024.

description: The original goal of the proposed research was to develop accurately dated, high-resolution, ice-core records of a broad range of elements and chemical species to expand and extend recently identified, causal linkages between (1) ancient societies; (2) volcanism and hydroclimate; and (3) wars, plagues, social unrest, and economic activity--while engaging ancient and pre-modern historians, economists, and students in consilient ice core research and interpretation. Underpinning these efforts was the proposed collection and analysis of a ~440 meter (m) ice core (Tunu2020 but delayed by COVID until 2022) from the northeastern flank of the Greenland ice sheet that was to be used to develop accurately dated, sub-annually resolved, multi-parameter records during the past 4k years of volcanism, heavy-metal pollution from ancient mining and smelting activities, as well as other indicators of climate and human activities. Because core quality and the drill penetration rate decreased very dramatically below ~165 m, however, two cores were collected instead of a single longer core. The Tunu2022a and Tunu2022b cores were located 50 m apart and about 5 kilometer (km) from the Tunu2013 core site.