cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/ar/ybltmi
title: Archeologisch bureau- en booronderzoek Fietspad Garminge, Garminge, gemeente Midden-Drenthe (DR)

description: Aanleiding tot het hier beschreven archeologische bureauonderzoek en inventariserend veldonderzoek door middel van boringen zijn de plannen van gemeente Midden-Drenthe voor de aanleg van een fietspad tussen Garminge en
de N374. Door deze werkzaamheden worden mogelijk archeologische resten bedreigd.

Het onderzoekstracé ligt aan de rand van een beekdal. Het tracé zelf loopt grotendeels door grondmorenevlakten en -ruggen, en kruist op twee plaatsen een droogdal. Op de bodemkaart bevat het oostelijke deel van het tracé eerdgronden, het centrale deel beekdalgronden en het westelijke deel podzolbodems. Archeologische resten in het gebied bestaan uit een urnenveld uit de brons- of ijzertijd. Dit urnenveld ligt direct naast het oostelijke deel van het tracé. In het beekdal zijn vondsten daterend vanaf het mesolithicum tot en met de middeleeuwen aangetroffen. Tot ca. 1900 bestond het onderzoekstracé bijna uitsluitend uit heide. Dit is in de loop van de 20e eeuw ontgonnen en
omgezet naar landbouwgrond. In het oostelijke einde van het tracé ligt een mogelijke voordelocatie.

In het oostelijke deel van onderzoekstracé kunnen resten worden verwacht die in verband staan met het urnenveld. Dit kunnen grafgiften of resten van urnen zijn. In de rest van het onderzoeksgebied kunnen vondsten worden verwacht die bij het beekdal horen, met name rituele deposities uit de brons- en ijzertijd.

Uit het booronderzoek is gebleken dat de bodem in het onderzoeksgebied grotendeels tot in het dekzand is verstoord. In een aantal zones is nog een gedeeltelijk podzolprofiel met een B, BC en C-horizont aanwezig. In de
zones met volledig intact dekzand (afgedekt met veen) is geen sprake van bodemvorming. Onder het dekzand, of in sommige gevallen direct onder de verstoorde laag, is keizand en keileem aanwezig.

Hoewel het tracé volgens de aardwetenschappelijk en historische kaarten langs de rand van een beekdal loopt, zijn de lagen waarin men toevalsvondsten en rituele deposities in een beekdal zou verwachten (veen en beekleem) niet aangetroffen. Het resterende veen in boring 29 betreft slechts een restant met een dikte van 0,25 m. Dit wordt te fragmentarisch geacht en is slechts zeer lokaal aanwezig waardoor de kans op het aantreffen van toevalsvondsten als zeer gering wordt ingeschat. Ook fenomenen net buiten beekdalen, zoals tijdelijke jachtkampen op dekzandkopjes, zullen niet meer aanwezig zijn. Er zijn geen dekzandkopjes of duidelijk reliëf in het dekzand aangetroffen. In enkele boringen is een B-horizont aangetroffen, maar in de meeste boringen resteert slechts de BC of C-horizont of ontbreekt het dekzand geheel.
DOI: 10.15468/dl.6gbkmj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Equatorial Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017033-250711103210423/datasets/export for details.
DOI: 10.15468/dl.xuqvvx
title: Occurrence Download

description: A dataset containing 685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calpurnia aurea",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 685 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017034-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kds6jh
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Yemen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017035-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wm5d7
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 258 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017036-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23637/fymoehy1
title: Data for: Large-scale climate patterns control soil moisture and nitrate export from agricultural land
DOI: 10.15468/dl.9prcjm
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017038-250711103210423/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/12476097
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15914599
title: Data for "PyTEA-O: a Python implementation of Two-Entropies Analysis for protein sequence variation analysis"
DOI: 10.15468/dl.6r37je
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACP5202"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017037-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs4mvp
title: Occurrence Download

description: A dataset containing 2554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canavalia cathartica"
 ]
}

 The dataset includes 2554 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017040-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3773m
title: Occurrence Download

description: A dataset containing 20999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gomphrena globosa, Gonatopus boivinii, Gossypium hirsutum, Grammatophyllum speciosum, Graptophyllum pictum, Grewia asiatica, Grona adscendens, Grona heterocarpos, Grona ramosissima, Grona triflora)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20999 records from 603 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017041-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fugtrz
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine lojanensis"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017042-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48zaup
title: Occurrence Download

description: A dataset containing 3665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeyheria montana"
 ]
}

 The dataset includes 3665 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017039-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58132/ltqpbv
title: Exosome-mediated modulation of radioresistance: the radiation-induced bystander effect in prostate cancer cells

description: The aim of the study was to determine the role of exosomes in modulating radiation resistance and their involvement in the radiation-induced bystander effect (RIBE) in PC3 and DU145 prostate cancer cells. The research focused on analyzing the impact of exosomes isolated from irradiated and non-irradiated cells on cell survival, apoptosis, and DNA damage response.The study included clonogenic survival assays, apoptosis analysis by flow cytometry, and DNA damage assessment using γ-H2AX immunofluorescence. Exosomes were isolated via size exclusion chromatography (SEC) and characterized using nanoparticle tracking analysis (NTA) and immunoblotting. The results demonstrated that exosomes derived from irradiated cells induce a higher number of γ-H2AX foci, increase apoptosis, and affect recipient cell survival. It was also found that DU145 cells are more radioresistant than PC3 cells, and exosomes may contribute to increased radiation resistance in prostate cancer.The dataset includes scanned Petri dishes with stained colonies, flow cytometry diagrams, NTA analysis data, as well as results from Western blot and γ-H2AX assays. The dataset consists of experimental data related to the article:  Exosome-mediated modulation of radioresistance: the radiation-induced bystander effect in prostate cancer cells (PLOS ONE).
DOI: 10.15468/dl.m3pj72
title: Occurrence Download

description: A dataset containing 20998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zerna benekenii, Zerna ramosa benekenii, Bromus commutatus, Brachypodium commutatum, Bromus agrarius diffusus, Bromus agrarius diffusus, Bromus commutatus depauperatus, Bromus commutatus gyorffyi, Bromus commutatus lanceolatus, Bromus commutatus macrostachys)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 20998 records from 595 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017043-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmwfey
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bournea leiophylla"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017151-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mq68g7
title: Occurrence Download

description: A dataset containing 20608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((43.61359 -23.32733,43.56919 -23.40151,43.59849 -23.47402,43.68374 -23.50171,43.74501 -23.46832,43.75744 -23.4227,43.77786 -23.35832,43.7601 -23.31837,43.67841 -23.30613,43.62868 -23.31429,43.61359 -23.32733))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 20608 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017150-251025141854904/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/13619997
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.j3tehg
title: Occurrence Download

description: A dataset containing 7814462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "Year 2005-2025"
 ]
}

 The dataset includes 7814462 records from 3748 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017113-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13tu2p4
title: Supplementary Data Spanning 1951-2100 to Support the PRMS CONUS Futures Portal

description: This data release contains data used within the PRMS CONUS Futures Portal including descriptions of data layers in the Uncertainty Analysis section, reference model performance at stream gage locations, and model performance metrics for climate model based simulations. 1) The description of variables available in the Uncertainty Analysis tab include variable short name, variable long name, description, methodology, caveats, additional user information, and references; 2) stream gage validation metrics calculated at 8720 USGS stream gages for 1951-2009 with observed flow compared to reference model flow (Maurer). Information provided at each gage location includes corresponding PRMS segment ID, reference or non-reference gage status, drainage basin area comparison, Nash-Sutcliffe Efficiency (NSE), Percent Bias (Pbias), Root Mean Standard Deviation Ratio (RSR), a cumulative gage score summing NSE, Pbias, and RSR suitability, and Disturbance Index (DI); and 3) ensemble model performance metrics calculated using the Kolmogorov-Smirnov statistical test. Values are provided for the reference model simulation versus the historical global climate model simulations (1976-2005) and for the historical versus future global climate model simulations at three future time periods (2015-2045, 2046-2075, and 2071-2100) versus the historical period (1976-2005).
DOI: 10.25921/xja3-6j51
title: NOAA/WDS Paleoclimatology - Cosmic Cavern, Arkansas Stable Isotope Data during the Last Glacial Period

description: Millennial-scale climate variability punctuated the last glacial period around the globe, but its expression in the North American midcontinent is not well understood. This is due, in part, to the fact that only a small number of published speleothem time series document these events from this region, and that they surprisingly exhibit isotopically higher oxygen isotope values during North Atlantic cold periods (Greenland stadials and Heinrich stadials) than during time-adjacent interstadials, opposite the modern positive correlation with air temperature. Here we present a composite stalagmite record from Cosmic Cavern, central United States, that preserves evidence of environmental change from 54-14 ka. Stalagmite stable carbon (d13C) and oxygen (d18O) isotope variations are coincident with millennial-scale events in the North Greenland Ice Core Project (NGRIP) d18O record. During North Atlantic warm periods, stalagmite d13C values decreased by 2-3‰, interpreted here as predominantly reflecting elevated soil respiration rates driven by increased temperature. Stalagmite d18O values also vary broadly in concert with the NGRIP record, and exhibit the previously identified inverse correlation to air temperature, shifting by 0.5‰-1.5‰ between Greenland stadials and interstadials. The consistency of this relationship across the central United States suggests that it reflects the d18O of precipitation rather than site-specific secondary effects. Interstadial precipitation d18O values were lower due to regional enhancement of mesoscale convective storm activity and/or to enhanced glacial meltwater flux to the Gulf of Mexico, the region’s primary moisture source. Changes in precipitation seasonality, identified through analysis of climate model simulations, may have also played a role.
description: Missouri site locations - Joplin: 37.2 N, -94.4 W, 306 m; Columbia: 38.9 N, -92.3 W, 380 m
DOI: 10.25921/gd5c-9v57
title: NOAA/WDS Paleoclimatology - Arctic Alaska Lake E5 Radiocarbon, Geochemistry, Magnetic Susceptibilty and LOI Data over the last 46 Thousand Years

description: Records of past climate and environment derived from lake sediment records.  Parameter keywords describe what was measured in this data set.  Additional summary information can be found in the abstracts of papers listed in the data set citations.
DOI: 10.25921/bffn-j036
title: NOAA/WDS Paleoclimatology - Birch Lake, Alaska Radiocarbon, Geochemistry, Magnetic Susceptibilty and LOI Data during the Holocene

description: Records of past climate and environment derived from lake sediment records.  Parameter keywords describe what was measured in this data set.  Additional summary information can be found in the abstracts of papers listed in the data set citations.
DOI: 10.25921/sajj-ex88
title: NOAA/WDS Paleoclimatology - Kichas - Gallatin Crest - PIAL - ITRDB MT180

description: Whitebark pine (Pinus albicaulis, WBP) is an important high-elevation conifer in the Western US that was listed as “threatened” under the Endangered Species Act in 2023. Consequently, land managers are tasked with ensuring the long-term viability of WBP populations through conservation and restoration efforts. The effects of mountain pine beetle (Dendroctonus ponderosae, MPB) outbreaks on WBP dynamics are poorly understood, especially for smaller diameter trees that typically escape attack due to their small size, allowing for persistence in the understory through outbreak events. Here, we assess growth responses for 10-25 cm diameter WBP trees growing in areas within the Greater Yellowstone Ecosystem that experienced significant overstory mortality (impacted by MPB) and locations that experienced little to no mortality (unimpacted by MPB) during a MPB outbreak spanning from the 1970s through the early 1980s (peaking in 1981). In the 31 years following the outbreak, surviving WBP in the impacted units experienced a significant growth release (61% increase in basal area increment; cm2 year-1) compared to WBP in the unimpacted units (8% increase in basal area increment). Additionally, in the post-outbreak period we found strong, positive relationships between WBP growth and minimum temperature in the impacted units only, suggesting that the outbreak may have altered canopy structure in ways that increased growth potential for surviving WBP. Collectively, our findings suggest that the presence of smaller diameter trees in WBP forests can offer resilience to beetle impacts and emphasizes the importance of maintaining multi-aged forest structures to buffer outbreak effects.
description: Whitebark pine increment cores were collected at five sites (GTL, NHL, PCR, SCR, SHL) along the Gallatin Crest in the Custer-Gallatin National Forest, southwest Montana. Within each site, trees were grouped by mountain pine beetle outbreak impact. The "A" designation (e.g., GLTA) indicates trees located in portions of the site that were not impacted by the outbreak, whereas the "B" designation (e.g., GLTB) indicates trees located in portions of the site that were impacted by the outbreak. In addition, a second letter following the tree number (e.g., GTLA7A and GTLA7B) denotes multiple increment cores taken from the same tree, where "A" and "B" identify separate cores extracted from that individual tree.
DOI: 10.15468/dl.gcg5sg
title: Occurrence Download

description: A dataset containing 22947 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Genipa americana"
 ]
}

 The dataset includes 22947 records from 514 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029835-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18674656
title: ABa-KiTo: Agent-Based Kinetics via Topology

description: [EF3-6] Labour in an Agent-Based Understanding of Green Growth. This package is situated within the context of the project MATH+ EF6-3.

 

Agent-Based Kinetics via Topology (ABa-KiTo) is a computational framework that extracts and analyses topological insights to better understand emergent phenomena of agent-based model simulations of complex socio-economic systems. This computational framework extends the MoKiTo framework (Molecular Kinetics via Topology).

The framework involves three stages:

1. Exploration of system state space.   2. Construction of the χ-function with the ISOKANN algorithm. We use the Julia package ISOKANN.jl .

3. Clustering of simulation data filtered by the associated χ-function to obtain clusters of states that are dynamically close, i.e., not only in terms of χ-values but also spatially close. A second part of this step is an edge assignment to construct a graph representation which captures the system’s topological structure. The χ-function serves as ordering parameter that highlights the dominant kinetic pathways between macrostates in this graph.

 

In particular, this package contains the complete data set (ABM, simulations, modules, input and output data) of the ABM analysed in the article: Green Growth Meets Koopman: A Data-Driven Understanding of Economic Green Transitions in an Agent-Based Model .
DOI: 10.5281/zenodo.18674655
title: ABa-KiTo: Agent-Based Kinetics via Topology

description: [EF3-6] Labour in an Agent-Based Understanding of Green Growth. This package is situated within the context of the project MATH+ EF6-3.

 

Agent-Based Kinetics via Topology (ABa-KiTo) is a computational framework that extracts and analyses topological insights to better understand emergent phenomena of agent-based model simulations of complex socio-economic systems. This computational framework extends the MoKiTo framework (Molecular Kinetics via Topology).

The framework involves three stages:

1. Exploration of system state space.   2. Construction of the χ-function with the ISOKANN algorithm. We use the Julia package ISOKANN.jl .

3. Clustering of simulation data filtered by the associated χ-function to obtain clusters of states that are dynamically close, i.e., not only in terms of χ-values but also spatially close. A second part of this step is an edge assignment to construct a graph representation which captures the system’s topological structure. The χ-function serves as ordering parameter that highlights the dominant kinetic pathways between macrostates in this graph.

 

In particular, this package contains the complete data set (ABM, simulations, modules, input and output data) of the ABM analysed in the article: Green Growth Meets Koopman: A Data-Driven Understanding of Economic Green Transitions in an Agent-Based Model .
DOI: 10.15468/dl.9h5pwz
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma leorae"
 ]
}

 The dataset includes 88 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029836-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaqn9p
title: Occurrence Download

description: A dataset containing 3195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.05066 45.18155,-1.08614 45.90391,-1.41358 46.32596,-2.00829 46.32596,-2.78534 46.19258,-2.85238 45.64397,-2.7183 45.33204,-2.05066 45.18155))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Tursiops truncatus, Delphinus delphis)"
 ]
}

 The dataset includes 3195 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029837-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.