cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17943406
title: {Physical Limits Verification Framework}\\     \large Methodological Foundation and Conceptual Architecture\\     \normalsize Version 1.0 -- Public Methodology Release
DOI: 10.5281/zenodo.17943407
title: {Physical Limits Verification Framework}\\     \large Methodological Foundation and Conceptual Architecture\\     \normalsize Version 1.0 -- Public Methodology Release
DOI: 10.17603/ds2-yqxk-sj69
title: NICHE Stakeholder Engagement and Research Translation Best Practices Assessment

description: This document outlines effective research translation practices for stakeholder engagement that will inform the Stakeholder Engagement Plan for the National Full-Scale Testing Infrastructure for Community Hardening in Extreme Wind, Surge, and Wave Events (NICHE). The goal of NICHE is to provide state-of-the-art research and testing facilities for wind and wave storm hazards. It is important for the research conducted at NICHE to be translated into the following: (1) actionable policy tools and practices that are disseminated and implemented in hazardous coastal areas; (2) commercialization of new engineering technologies and innovations; (3) voluntary adoption of new design tools and methodologies by practitioners. The objective is to enable research translation through multiple pathways to facilitate a more expedient process from discovery to implementation in current practice. To this end, this document outlines benchmarks and strategies that have been identified for the translation of research findings into practical policy implementation.
DOI: 10.5281/zenodo.17902593
title: Austria and Greece high resolution population density maps and demographic estimates

description: Austria and Greece high resolution population density maps and demographic estimates for children under 5 and elderly over 60 (vulnerable population groups). Attribution: High-resolution population density maps and demographic estimates for Austria and Greece provided by CIESIN and Meta/Facebook through the Humanitarian Data Exchange (HDX). Data used under the terms of the original CC BY license.
DOI: 10.5281/zenodo.17902592
title: Austria and Greece high resolution population density maps and demographic estimates

description: Austria and Greece high resolution population density maps and demographic estimates for children under 5 and elderly over 60 (vulnerable population groups). Attribution: High-resolution population density maps and demographic estimates for Austria and Greece provided by CIESIN and Meta/Facebook through the Humanitarian Data Exchange (HDX). Data used under the terms of the original CC BY license.
DOI: 10.15468/dl.2xydt3
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-50.14419 -28.87165,-48.35829 -28.87165,-48.35829 -26.46015,-50.14419 -26.46015,-50.14419 -28.87165))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aplastodiscus ehrhardti"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053949-251120083545085/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.20341053
title: Species-level drivers of avian centrality within seed-dispersal networks across different levels of organization

description: Avian seed-dispersal networks and traits
DOI: 10.6084/m9.figshare.20341053.v1
title: Species-level drivers of avian centrality within seed-dispersal networks across different levels of organization

description: Avian seed-dispersal networks and traits
DOI: 10.25810/989x-yf49
title: FIRED Japan Nov 2000 - December 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for JAPAN from November 2000  to December 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.6084/m9.figshare.30887613
title: Small number estimation in undergraduate college students and applications to understanding fluid-Earth science

description: The geoscience education research community has invested in research of students’ understanding of large magnitudes as it applies to deep time and worked to apply findings to improve teaching and learning in geology courses. Building on this research and encouraged by efforts to expand beyond studies of solid Earth science, we posit that fluid-Earth sciences such as oceanography and atmospheric science require facility with small numbers and suggest that parallel investigations of students’ understanding of small numbers would broadly support geoscience education, while adding to emerging cognitive science theory of how individuals conceptualize and estimate small magnitudes. We reviewed textbooks from oceanography, atmospheric science, and geology as proxies for small number use in introductory courses. We found in the introductory level textbooks we reviewed, oceanography and atmospheric science use small numbers and small units at a rate of two to three times that found in geology. We conducted two number line experiments (Experiment 1, <i>N</i> = 185; Experiment 2, <i>N</i> = 80) to identify student errors with small number estimation and compared error patterns to large number estimation and previous work. Our findings include a pattern of overestimation at smaller values and underestimation at larger values within small magnitude categories. These patterns are consistent with less variability when estimating familiar magnitudes and greater variability when estimating unfamiliar magnitudes. We conclude that learning about small scale Earth processes may be as challenging for students as learning about geological time scales and propose that investigations into student understanding of small numbers are likely to yield education and cognitive science insights as valuable as those from prior investigations of large numbers.
DOI: 10.6084/m9.figshare.30887613.v1
title: Small number estimation in undergraduate college students and applications to understanding fluid-Earth science

description: The geoscience education research community has invested in research of students’ understanding of large magnitudes as it applies to deep time and worked to apply findings to improve teaching and learning in geology courses. Building on this research and encouraged by efforts to expand beyond studies of solid Earth science, we posit that fluid-Earth sciences such as oceanography and atmospheric science require facility with small numbers and suggest that parallel investigations of students’ understanding of small numbers would broadly support geoscience education, while adding to emerging cognitive science theory of how individuals conceptualize and estimate small magnitudes. We reviewed textbooks from oceanography, atmospheric science, and geology as proxies for small number use in introductory courses. We found in the introductory level textbooks we reviewed, oceanography and atmospheric science use small numbers and small units at a rate of two to three times that found in geology. We conducted two number line experiments (Experiment 1, <i>N</i> = 185; Experiment 2, <i>N</i> = 80) to identify student errors with small number estimation and compared error patterns to large number estimation and previous work. Our findings include a pattern of overestimation at smaller values and underestimation at larger values within small magnitude categories. These patterns are consistent with less variability when estimating familiar magnitudes and greater variability when estimating unfamiliar magnitudes. We conclude that learning about small scale Earth processes may be as challenging for students as learning about geological time scales and propose that investigations into student understanding of small numbers are likely to yield education and cognitive science insights as valuable as those from prior investigations of large numbers.
DOI: 10.15468/dl.peyv58
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dasypodidae"
 ]
}

 The dataset includes 217 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053950-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9f8fh
title: Occurrence Download

description: A dataset containing 2056473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nicaragua",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2056473 records from 728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053940-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc5g7b5
title: CCDC 162636: Experimental Crystal Structure Determination

description: Related Article: I.Krossing|2002|J.Chem.Soc.,Dalton Trans.||500|doi:10.1039/b103957c
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5g7c6
title: CCDC 162637: Experimental Crystal Structure Determination

description: Related Article: I.Krossing|2002|J.Chem.Soc.,Dalton Trans.||500|doi:10.1039/b103957c
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25826/data20250618-124938-0
title: R code for estimating the "disease and economic burden of Campylobacter enteritis in Germany"

description: This dataset contains the input data and the R code used for the analyses of “The disease and economic burden of notified and underestimated Campylobacter enteritis cases and associated sequelae in Germany”.
DOI: 10.15468/dl.q422qe
title: Occurrence Download

description: A dataset containing 916389 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Gabon"
 ]
}

 The dataset includes 916389 records from 862 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053935-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4fkvh
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callicebus personatus"
 ]
}

 The dataset includes 286 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053952-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw3p4s
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia yamanigueyensis Becquer & Michelang."
 ]
}

 The dataset includes 31 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177285-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm5bvv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius necopinus Wiens, 1993"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095894-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32kwux
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neurolaena jannaweissiana B.L.Turner"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177288-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkrpfd
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia alba J.R.I.Wood",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060909-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nphf7p
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Delphinus delphis Linnaeus, 1758"
 ]
}

 The dataset includes 87 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177286-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpcmrz
title: Occurrence Download

description: A dataset containing 3765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Asparagopsis armata Harv."
 ]
}

 The dataset includes 3765 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062145-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc3v9s
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius oxycephalus Vellard, 1946"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095895-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsafzy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Glyphocrangon priononota Wood-Mason & Alcock, 1891"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0410619-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9gx2j
title: Occurrence Download

description: A dataset containing 28207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merops apiaster Linnaeus, 1758",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Finland)"
 ]
}

 The dataset includes 28207 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006454-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfxj7i
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius peruvianus Wiegmann, 1834"
 ]
}

 The dataset includes 102 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095896-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3ngsp
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcorys elatoides T.C.Wilson & Hislop"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177289-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byrvbu
title: Occurrence Download

description: A dataset containing 1290 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Alstroemeria penduliflora M.C.Assis",
 "TaxonKey is Alstroemeria orchidioides Meerow, Tombolato & F.K.Mey.",
 "TaxonKey is Alstroemeria malmeana Kraenzl.",
 "TaxonKey is Alstroemeria caryophyllaea Jacq.",
 "TaxonKey is Staurogyne warmingiana (Hiern) Leonard",
 "TaxonKey is Staurogyne veronicifolia (Nees) Kuntze",
 "TaxonKey is Staurogyne vauthieriana (Nees) Kuntze",
 "TaxonKey is Staurogyne itatiaiae (Wawra) Leonard",
 "TaxonKey is Staurogyne nitida (Rchb.fil.) Braz & T.F.Daniel",
 "TaxonKey is Staurogyne brachiata (Hiern) Leonard",
 "TaxonKey is Odontonema dissitiflorum (Nees) Kuntze",
 "TaxonKey is Justicia tijucensis V.A.W.Graham",
 "TaxonKey is Justicia ramulosa (Morong) C.Ezcurra",
 "TaxonKey is Justicia polita (Nees) Profice",
 "TaxonKey is Schaueria paranaensis (Rizzini) A.L.A.Côrtes",
 "TaxonKey is Justicia genuflexa Nees & Mart.",
 "TaxonKey is Justicia clausseniana (Nees) Profice",
 "TaxonKey is Dyschoriste smithii Leonard",
 "TaxonKey is Dyschoriste lavandulacea (Nees) Kuntze",
 "TaxonKey is Aphelandra maximiliana (Nees) Benth. ex Lindau",
 "TaxonKey is Aphelandra margaritae É.Morren",
 "TaxonKey is Aphelandra espirito-santensis Profice & Wassh."
 ]
}

 The dataset includes 1290 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060925-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qttndv
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eritrichium jenisseense Turcz. ex A.DC."
 ]
}

 The dataset includes 107 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202130-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waclod
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095907-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3erpyb
title: Occurrence Download

description: A dataset containing 3050 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sclerurus scansor (Menetries, 1835)"
 ]
}

 The dataset includes 3050 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060929-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udpnxv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "TaxonKey is Phrynosoma taurus Bocourt, 1870"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006475-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqbkwh
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius simonsi Parker, 1940"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095908-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezpz7j
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Habenaria acuifera Wall. ex Lindl."
 ]
}

 The dataset includes 67 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006482-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unf3gr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protea baumii Engl. & Gilg",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060975-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uda9uc
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhogeessa genowaysi Baker, 1984"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095910-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.