cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25824/redu/q5qz5v
title: Adaptive decoders for FLIM networks applied to salient object detection

description: This repository contains the source code for the experiments on Feature Learning from Image Markers with Adaptive Decoders (FLIM-AD). The proposed method builds lightweight CNN encoders from small training datasets and combines them with Adaptive Decoders to perform Salient Object Detection (SOD) efficiently. The code enables the full reproduction of results presented in the Master’s thesis: “Adaptive Decoders for FLIM Networks Applied to Salient Object Detection”, and supports the findings reported in the article: “FLIM-Based Salient Object Detection Networks with Adaptive Decoders”.
DOI: 10.3535/v4f-d63-bg2
title: Physcia aipolia (Ehrh. ex Humb.) Fürnr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j5d-6cp-wan
title: Parmelina pastillifera (Harm.) Hale

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xna-fw9-9jf
title: Ramalina fraxinea (L.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bnj-02m-egq
title: Verrucaria nigrescens Pers.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nhz-bdl-ab0
title: Collema nigrescens (Huds.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1yk-ny7-q8w
title: Candelariella reflexa (Nyl.) Lettau

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bdy-t8v-qnl
title: Verrucaria muralis Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pav-1gp-pej
title: Lecanora chlarotera Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.7910/dvn/x3c4ry
title: National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates, Version 4 (PLACE IV)

description: The National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates, Version 4 (PLACE IV) provides measures of population (head counts) and land area (square kilometers) as totals and by urban and rural designation, within multiple biophysical themes for 248 statistical areas (countries and other territories recognized by the United Nations (UN)), UN geographic regions and subregions, and World Bank economic classifications. It improves upon previous versions by providing these estimates at both the national level, and where possible, at subnational administrative level 1 for the years 2000, 2005, 2010, 2015, and 2020, and by 5-year and broad age groups for the year 2010.
description: To provide tabular data to researchers without GIS capabilities who need data on population and land area by country across a range of physical characteristics. These include measures such as the number of persons living within coastal zones, the total area within a specific elevation strata, or the number of persons living within different climate zones.
DOI: 10.3535/tr4-g3x-5kg
title: Lecanora albella (Pers.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.674par
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode cordimana"
 ]
}

 The dataset includes 733 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046284-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/cbh-p8b-cgg
title: Squamarina gypsacea (Sm.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dle-vgv-6w9
title: Buellia badia (Fr.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.k92eap
title: Occurrence Download

description: A dataset containing 3622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode ceratophthalmus"
 ]
}

 The dataset includes 3622 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046282-250827131500795/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/13010870
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/6bl-acz-4xw
title: Lobothallia radiosa (Hoffm.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tnb-mbr-e3y
title: Candelariella coralliza (Nyl.) H. Magn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bwm-y1g-n4m
title: Lecanora cenisia Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eet-62e-zzr
title: Xanthoria parietina (L.) Th. Fr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.ag3aby
title: Occurrence Download

description: A dataset containing 7524 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psilocybe semilanceata"
 ]
}

 The dataset includes 7524 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046283-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fkun7
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.9_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Baptisia australis, Apios americana, Aplectrum hyemale, Arisaema dracontium, Asclepias verticillata, Borodinia dentata, Cardamine angustata, Cardamine douglassii, Carex albursina, Carex careyana, Carex conjuncta, Carex cristatella, Carex decomposita, Carex emoryi, Carex granularis, Carex hirtifolia, Carex hitchcockiana, Carex jamesii, Carex nigromarginata, Carex planispicata, Carex shortiana, Carex striatula, Castanea dentata, Castanea pumila, Caulophyllum thalictroides, Cerastium arvense, Chelone glabra, Chionanthus virginicus, Chrysogonum virginianum, Clematis viorna, Clethra alnifolia, Comandra umbellata, Commelina erecta, Commelina virginica)",
 "Year 2015-2025"
 ]
}

 The dataset includes 303 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046287-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjzmgp
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode cursor"
 ]
}

 The dataset includes 664 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046285-250827131500795/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.30088729
title: Magnetic Kernels: A Philosophical–Mathematical Framework for the P vs NP Problem

description: This paper introduces the concept of a <i>magnetic kernel</i> as a philosophical–mathematical framework for understanding the P vs NP problem. A magnetic kernel is defined as a minimal non-empty core subset of an input instance that attracts the solution, such that its removal changes the decision of a polynomial-time decider. We provide a constructive proof of existence, experimental evidence on SAT instances, and visual analyses. While this work does not claim a formal resolution of P vs NP, it establishes a testable and falsifiable hypothesis.
DOI: 10.6084/m9.figshare.30088729.v1
title: Magnetic Kernels: A Philosophical–Mathematical Framework for the P vs NP Problem

description: This paper introduces the concept of a <i>magnetic kernel</i> as a philosophical–mathematical framework for understanding the P vs NP problem. A magnetic kernel is defined as a minimal non-empty core subset of an input instance that attracts the solution, such that its removal changes the decision of a polynomial-time decider. We provide a constructive proof of existence, experimental evidence on SAT instances, and visual analyses. While this work does not claim a formal resolution of P vs NP, it establishes a testable and falsifiable hypothesis.
DOI: 10.15468/dl.zsrwt3
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 392 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046286-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a2wdc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is Burkina Faso",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046288-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/e1pwnn
title: National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates, Version 3 (PLACE III)

description: The National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates, Version 3 (PLACE III) data set contains estimates of national-level aggregations in urban, rural, and total designations of territorial extent and population size by biome, climate zone, coastal proximity zone, elevation zone, and population density zone, for 232 statistical areas (countries and other UN recognized territories). This data set is produced by the Columbia University Center for International Earth Science Information Network (CIESIN).
description: To provide tabular data to researchers without GIS capabilities who need data on population and land area by country across a range of physical characteristics. These include measures such as the number of persons living within coastal zones, the percent of a region within specific elevation strata, or the number of persons living within different climate zones.
DOI: 10.15468/dl.2h5vea
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046289-250827131500795/datasets/export for details.
DOI: 10.25810/v575-3r57.80
title: Japanese Newspaper Coverage of Climate Change or Global Warming, 2000-2025 - June 2025

description: The Media and Climate Change Observatory Data monitors 126 sources (across newspapers, radio and TV) in 58 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.25810/v575-3r57.82
title: Japanese Newspaper Coverage of Climate Change or Global Warming, 2000-2025 - August 2025

description: The Media and Climate Change Observatory Data monitors 126 sources (across newspapers, radio and TV) in 58 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.7910/dvn/f7gbfl
title: Replication Data for: Legacy of Resisting State Repression

description: Replication Files for the Article “Legacy of Resisting State Repression”
DOI: 10.15468/dl.87afhq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is ",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "LastInterpreted is greater than or equal to 2022-01-01",
 "Geometry POLYGON((-73.99045 -18.041598, -73.99045 5.271841, -44 5.271841, -44 -18.041598, -73.99045 -18.041598))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046290-250827131500795/datasets/export for details.
DOI: 10.7910/dvn/e1fieu
title: National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates, Version 2 (PLACE II)

description: The National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates, Version 2 (PLACE II) data set contains estimates of national-level aggregations of territorial extent and population size by biome, climate zone, coastal proximity zone, elevation zone, and population density zone, a compendium of nearly 300 variables for 228 countries. This data set is produced by the Columbia University Center for International Earth Science Information Network (CIESIN).
description: To provide tabular data on environmental conditions (elevations, climate, coastal) in which people reside.
DOI: 10.15468/dl.43yd29
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 211 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046291-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a8u4t
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046292-250827131500795/datasets/export for details.
DOI: 10.15468/dl.4kmm9c
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046293-250827131500795/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/13010927
title: BOS Kemdikbud
DOI: 10.5066/p9in3yor
title: Water and sediment geochemistry in the Gallinas Creek Watershed, New Mexico following the Hermits Peak-Calf Canyon fire 2022-2023

description: This data set was collected throughout the Gallinas watershed in New, Mexico following the Hermit's Peak-Calf Canyon fires on April 6, 2022. The watershed has a history of mining and prospecting, which acts as an additional stressor to post-wildfire water quality and ecosystem health. Water samples were collected immediately post-fire. Water, sediment deposit and bed sediment samples were collected in October 2022 and April 2023, 6 months and 1-year post-fire. Samples were collected from Gallinas Creek and its tributaries. Geochemical analyses of water samples include major and trace metals via inductively coupled plasma optical emission spectroscopy and plasma mass spectrometry (ICP-MS), total organic carbon, and major anions (sulfate, nitrate). Sediment deposit samples were exposed to various extractions including water extractions, sequential extractions and aqua regia. The extractions were analyzed for major and trace metals via inductively coupled plasma optical emission spectroscopy (ICP-OES) and ICP-MS, total organic carbon, and major anions (sulfate, nitrate). Weight percentage of carbon and nitrogen in the sediment deposits were also analyzed. Bed sediments were digested with aqua regia and analyzed for metals via ICP-MS. The data collectively demonstrate the effects of wildfire in a disturbed environment on water quality and ecosystem health.
DOI: 10.15468/dl.gfudcb
title: Occurrence Download

description: A dataset containing 803270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 803270 records from 352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046259-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/sjir7u
title: National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates (PLACE)

description: The National Aggregates of Geospatial Data Collection: Population, Landscape, And Climate Estimates (PLACE) data set contains estimates of national-level aggregations of territorial extent and population size by biome, climate zone, coastal proximity, elevation and slope, a compendium of nearly 300 variables for 222 countries. This data set is produced by the Columbia University Center for International Earth Science Information Network (CIESIN).
description: To provide tabular data on environmental conditions (elevations, climate, coastal) in which people reside.
DOI: 10.15468/dl.pm9d8u
title: Occurrence Download

description: A dataset listing the 4067728 species recorded in GBIF matching the query:
{ }

 The dataset's 4067728 records were derived from 75831 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046266-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmq7sy
title: Occurrence Download

description: A dataset containing 64477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-75.64235 6.27006,-75.48872 6.27006,-75.48872 6.33148,-75.64235 6.33148,-75.64235 6.27006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 64477 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046237-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/yr7w-5c22.35
title: Korean Newspaper Coverage of Climate Change or Global Warming, 2000-2025 - August 2025

description: The Media and Climate Change Observatory Data monitors 130 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.15468/dl.53utn2
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode fabricii"
 ]
}

 The dataset includes 46 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046294-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppu8p4
title: Occurrence Download

description: A dataset containing 1726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode gaudichaudii"
 ]
}

 The dataset includes 1726 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046295-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lz9-5h1-7tr
title: Aspidothelium scutellicarpum Lücking

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.r9hf55
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode jousseaumei"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046296-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.113307
title: Research Data Supporting Publication "Thermomechanical Behaviour of a New Low-Cost Polycrystalline Nickel-Base Superalloy"

description: Research Data supporting the publication: Thermomechanical Behaviour of a New Low-Cost Polycrystalline Nickel-Base Superalloy, published in Materials Science and Engineering A, and presented across thirteen figures. The data include scanning electron microcopy images, electron back-scatter diffraction (EBSD) data and mechanical testing results.
DOI: 10.15468/dl.qwyh98
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046297-250827131500795/datasets/export for details.
DOI: 10.15468/dl.73g9y8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046298-250827131500795/datasets/export for details.
DOI: 10.15468/dl.p6dxdh
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malvastrum coromandelianum",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046299-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.