cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qubvkw
title: Occurrence Download

description: A dataset containing 76708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2016",
 "Geometry POLYGON ((-1.181943 45.84777, -1.171242 45.89132, -1.233054 45.96472, -1.273338 45.99582, -1.361394 46.04388, -1.384722 46.04944, -1.399239 46.04985, -1.374867 45.96166, -1.365552 45.95028, -1.339164 45.93583, -1.316664 45.92361, -1.28403 45.90666, -1.250838 45.8736, -1.239714 45.85889, -1.211949 45.80693, -1.191186 45.82617, -1.181943 45.84777))"
 ]
}

 The dataset includes 76708 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042840-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14750564
title: Data from: Divergent trends in insect disturbance across Europe`s temperate and boreal forests

description: This dataset was compiled from national forest damage surveys across Europe and was used in the study “Trends of Increasing Biotic Disturbance Across European Forests,” submitted to Global Change Biology.
DOI: 10.5281/zenodo.15863174
title: Data from: Divergent trends in insect disturbance across Europe`s temperate and boreal forests

description: This dataset was compiled from national forest damage surveys across Europe and was used in the study “Trends of Increasing Biotic Disturbance Across European Forests,” submitted to Global Change Biology.
DOI: 10.26023/fw9s-dap2-w08
title: GOES-East 3-hourly 4km Visible Imagery Eastern Pacific. Version 1.0

description: This dataset contains GOES-8 Satellite Imagery at 4 kilometer resolution for the period from 6 Sept - 2 Oct 2001 (2001d249-275).
DOI: 10.15468/dl.939yhw
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chara connivens",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042874-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nrmta
title: Occurrence Download

description: A dataset containing 9478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio angulatus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 9478 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042875-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/obpcvy
title: radiometrics_landscape_Kerguelen.shx

description: :unav
DOI: 10.57745/v3qkxg
title: radiometrics_landscape_Kerguelen.prj

description: :unav
DOI: 10.57745/p1iwe1
title: radiometrics_landscape_Kerguelen.dbf

description: :unav
DOI: 10.57745/wrx6ae
title: radiometrics_landscape_Kerguelen.qml

description: :unav
DOI: 10.57745/lbk346
title: radiometrics_landscape_Kerguelen.shp

description: :unav
DOI: 10.57745/080p42
title: PCA_4PC_MODIS_NDVI_2003_2022

description: GEOTIFF file containing the first four principal components from the analysis of MODIS NDVI SITS data for the Kerguelen Islands over the period 2003–2022.
DOI: 10.57745/gssieh
title: shema_Landscape_classification.jpg

description: Diagram of the main methodological steps.
DOI: 10.34740/kaggle/dsv/13249301
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.26023/rf6g-ryh8-vj14
title: GOES-East 3-hourly 1km Visible Channel NetCDF Data SE Pacific. Version 1.0

description: This dataset contains NetCDF-formatted GOES-8 Satellite data at 1 kilometer resolution. The data contain all 1KM channels (Visible, lat/lon fields). The data cover the period from 1 Sept - 23 Oct 2001 (2001d244-296).
DOI: 10.15468/dl.hunsg6
title: Occurrence Download

description: A dataset containing 9454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio angulatus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Material citation)"
 ]
 }
 }
 ]
}

 The dataset includes 9454 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042876-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exy93p
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protomonostroma undulatum",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042878-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcmerk
title: Occurrence Download

description: A dataset containing 2230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis aureus",
 "Year 2000-2025"
 ]
}

 The dataset includes 2230 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042879-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/rb97-e5cy-fm0z
title: GOES-East 3-hourly 4km Multi-Spectral Channel NetCDF Data Eastern Pacific. Version 1.0

description: This dataset contains NetCDF-formatted GOES-8 Satellite data at 4 kilometer resolution. The data contain all 4KM channels (Visible, Water Vapor, 3.9, 10, and 12 micron, lat/lon fields). The data cover the period from 1 Sept - 31 Oct 2001 (2001d244-304).
DOI: 10.25442/hku.30090994
title: Supporting data for "Chemical biology study on bacterial pseudaminic acid and human caveolin-1"

description: In the Pse project, biochemical enrichment and proteomic approaches are employed to identify and validate Pse‑containing glycoproteins, and to reveal host proteins that specifically interact with bacterial pseudaminic acid. The provided files contain data from the Alt4NAz, Alt4N‑photo, and Pse‑photo experiments, as well as from ELISA and MST assays. For further details, the laboratory notebooks stored in the lab should be consulted, using the dates indicated in the subfolder names as reference points.<br>In the Caveolin‑1 project, chemical protein synthesis is employed to generate homogeneous, site‑specifically phosphorylated Cav‑1 proteins that serve as molecular baits for quantitative affinity purification–mass spectrometry analysis, enabling the identification and characterization of their protein‑binding partners. The provided files contain data from LC‑MS/MS, plasmid construction, protein candidate validation, cellular transient transfection, cellular GST‑pulldown experiments, and stable cell line establishment related to the Cav‑1 project.
DOI: 10.25442/hku.30090994.v1
title: Supporting data for "Chemical biology study on bacterial pseudaminic acid and human caveolin-1"

description: In the Pse project, biochemical enrichment and proteomic approaches are employed to identify and validate Pse‑containing glycoproteins, and to reveal host proteins that specifically interact with bacterial pseudaminic acid. The provided files contain data from the Alt4NAz, Alt4N‑photo, and Pse‑photo experiments, as well as from ELISA and MST assays. For further details, the laboratory notebooks stored in the lab should be consulted, using the dates indicated in the subfolder names as reference points.<br>In the Caveolin‑1 project, chemical protein synthesis is employed to generate homogeneous, site‑specifically phosphorylated Cav‑1 proteins that serve as molecular baits for quantitative affinity purification–mass spectrometry analysis, enabling the identification and characterization of their protein‑binding partners. The provided files contain data from LC‑MS/MS, plasmid construction, protein candidate validation, cellular transient transfection, cellular GST‑pulldown experiments, and stable cell line establishment related to the Cav‑1 project.
DOI: 10.15468/dl.8rk7x6
title: Occurrence Download

description: A dataset listing the 4214 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.55698 37.8582,17.37263 37.8582,17.37263 39.98433,15.55698 39.98433,15.55698 37.8582))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 4214 records were derived from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042862-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17255265
title: Mean occupancy estimates for saproxylic beetles and butterflies in Switzerland between 1930 and 2021

description: This repository contains mean annual occupancy estimates for 595 saproxylic beetle species and 216 buttefly species (Papilionoidea, incl. Zygaenidae moths) in six biogeographic zones in Switzerland. The data cover the years 1930–2021 (occupancy estimates were determined per two-year interval; 1930/31, 1932/33, etc.). Mean occupancy denotes the average number of 5 km x 5 km squares occupied by the focal species in a zone. Occupancy estimates are derived from occupancy-detection models that were based on species record data which is hosted and curated by info fauna (metadata available from GBIF through https://doi.org/10.15468/cjmjy2 and https://doi.org/10.15468/atyl1j). Data on the level of single Markov chain Monte Carlo (MCMC) iterations of model fitting are included (4,000 sampling iterations). The six biogeographic zones were defined based on biogeographic regions and elevation (squares with a mean elevation above 1,400 m asl are summarised in the "HighAlps" zone). The study is part of the INSECT project.

A detailed description of the methods is given in the following manuscript:Neff F, Bollmann K, Chittaro Y, Gossner MM, Herzog F, Korner-Nievergelt F, Litsios G, Martínez-Núñez C, Moretti M, Rey E, Sanchez A, Knop E. Ninety-year trends reveal sharpest insect declines mid-20th century.

The repository contains the following two files:



occ_means_1930_sapro.csv: Mean occupancy estimates for the 595 saproxylic beetles species

occ_means_1930_butter.csv: Mean occupancy estimates for the 216 butterfly species


Both files have the same structure. Each row is contains the estimates for a species in a two-year interval and a biogeographic zone. The files contain the following columns:



Name_std: Species name

two_A: Two-year interval, named by the first year of the interval (integer)

zone: Biogeographic zone with the following levels (categorical):



Jura

Plateau

NorthernAlps

CentralAlps

SouthernAlps

HighAlps



n_squares: Number of 5 km x 5 km squares that were included in the models for the respective zone (integer)

occ_m_i0001 – occ_m_i4000: Mean occupancy estimates for the MCMC iterations 1–4000 (real number)
DOI: 10.5281/zenodo.17255266
title: Mean occupancy estimates for saproxylic beetles and butterflies in Switzerland between 1930 and 2021

description: This repository contains mean annual occupancy estimates for 595 saproxylic beetle species and 216 buttefly species (Papilionoidea, incl. Zygaenidae moths) in six biogeographic zones in Switzerland. The data cover the years 1930–2021 (occupancy estimates were determined per two-year interval; 1930/31, 1932/33, etc.). Mean occupancy denotes the average number of 5 km x 5 km squares occupied by the focal species in a zone. Occupancy estimates are derived from occupancy-detection models that were based on species record data which is hosted and curated by info fauna (metadata available from GBIF through https://doi.org/10.15468/cjmjy2 and https://doi.org/10.15468/atyl1j). Data on the level of single Markov chain Monte Carlo (MCMC) iterations of model fitting are included (4,000 sampling iterations). The six biogeographic zones were defined based on biogeographic regions and elevation (squares with a mean elevation above 1,400 m asl are summarised in the "HighAlps" zone). The study is part of the INSECT project.

A detailed description of the methods is given in the following manuscript:Neff F, Bollmann K, Chittaro Y, Gossner MM, Herzog F, Korner-Nievergelt F, Litsios G, Martínez-Núñez C, Moretti M, Rey E, Sanchez A, Knop E. Ninety-year trends reveal sharpest insect declines mid-20th century.

The repository contains the following two files:



occ_means_1930_sapro.csv: Mean occupancy estimates for the 595 saproxylic beetles species

occ_means_1930_butter.csv: Mean occupancy estimates for the 216 butterfly species


Both files have the same structure. Each row is contains the estimates for a species in a two-year interval and a biogeographic zone. The files contain the following columns:



Name_std: Species name

two_A: Two-year interval, named by the first year of the interval (integer)

zone: Biogeographic zone with the following levels (categorical):



Jura

Plateau

NorthernAlps

CentralAlps

SouthernAlps

HighAlps



n_squares: Number of 5 km x 5 km squares that were included in the models for the respective zone (integer)

occ_m_i0001 – occ_m_i4000: Mean occupancy estimates for the MCMC iterations 1–4000 (real number)
DOI: 10.15468/dl.rbby5b
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Riccia rhenana",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042880-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ew7fc
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042881-250920141307145/datasets/export for details.
DOI: 10.25442/hku.30128713
title: Supporting data for <i>"</i><i>Probabilistic Memory Prioritization Mechanisms in Statistical Learning</i><i>" </i>

description: Human learners form conceptual knowledge from statistical learning, an ability of abstracting multiple statistical information across a continuum of probability levels. However, with limited memory and computational resources, how the learning system cope with environmental inputs that embed with multiple forms of information, and multiple types of statistics remains unclear. This thesis investigated this question through three empirical studies. The first study (Chapter 2) developed a novel learning-memory representation paradigm to track the working memory representations of two types of information (i.e., item-specific and abstract) information across high, moderate, and low probabilities during online statistical learning. The second study (Chapter 3) used the electroencephalography approach to further investigate the neural encoding of the abstract and item-specific information across probability levels and non-statistic inputs. The third study (Chapter 4) investigated the online statistical learning of two types of statistics, conditional and distributional. The results show a complex interplay between conditional and distributional learning, regulated by inputs’ probability, structure, and temporal processing. The dataset comprised the dataset for the behavioural experiments in Study 1 (N = 313), the neural data for Study 2 (N = 100) , and the behavioural experiments in Study 3 (N = 245).
DOI: 10.25442/hku.30128713.v1
title: Supporting data for <i>"</i><i>Probabilistic Memory Prioritization Mechanisms in Statistical Learning</i><i>" </i>

description: Human learners form conceptual knowledge from statistical learning, an ability of abstracting multiple statistical information across a continuum of probability levels. However, with limited memory and computational resources, how the learning system cope with environmental inputs that embed with multiple forms of information, and multiple types of statistics remains unclear. This thesis investigated this question through three empirical studies. The first study (Chapter 2) developed a novel learning-memory representation paradigm to track the working memory representations of two types of information (i.e., item-specific and abstract) information across high, moderate, and low probabilities during online statistical learning. The second study (Chapter 3) used the electroencephalography approach to further investigate the neural encoding of the abstract and item-specific information across probability levels and non-statistic inputs. The third study (Chapter 4) investigated the online statistical learning of two types of statistics, conditional and distributional. The results show a complex interplay between conditional and distributional learning, regulated by inputs’ probability, structure, and temporal processing. The dataset comprised the dataset for the behavioural experiments in Study 1 (N = 313), the neural data for Study 2 (N = 100) , and the behavioural experiments in Study 3 (N = 245).
DOI: 10.26023/9cva-06yj-wr0p
title: GOES-East 3-hourly 1km Visible Channel Area Files SE Pacific. Version 1.0

description: This dataset contains MCIDAS area files of GOES-8 Satellite data at 1 kilometer resolution. The data are tarred into dayfile. The data cover the period from 1 Sept - 23 Oct 2001 (2001d244-296)
DOI: 10.5284/1133050
title: Digital Archive from an Archaeological Evaluation at Shorts Park, Shortstown, Bedfordshire, August to September 2021

description: This collection consists of site images, reports, and a CAD vector drawing from an archaeological evaluation at Shorts Park, Shortstown, Bedfordshire. The evaluation was conducted by Albion Archaeology between August and September 2021. The evaluation identified a late Bronze Age to Iron Age settlement adjacent to the southern limit of the Site. The late Bronze Age to Iron Age settlement focus was characterised by at least one circular ditched enclosure with an entrance to the north-east. Internal features comprised ditches along with a storage pit, a refuse pit and a pit containing a deliberately deposited pottery vessel. A potential second enclosure was identified to the east.
DOI: 10.26023/hvyh-9dfe-fw0d
title: GOES-East 3-hourly 4km Multi-Spectral Channel Area Files Eastern Pacific. Version 1.0

description: This dataset contains MCIDAS area files of GOES-8 Satellite data at 4 kilometer resolution. The data are tarred into dayfile. The data cover the period from 1 Sept - 31 Oct 2001 (2001d244-304)
DOI: 10.15468/dl.k7p43q
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wildemania miniata",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042882-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17256257
title: Survey_FORMULAR_DATA_FAB_25_open source_hardware_assembly_experience_Praque_Bruenn_Czech_Republic_online_Sebastian_Krueger
DOI: 10.26023/cxad-mrsd-wt02
title: ASPIRE-TEST: High Rate (HRT - 25 sps) Navigation, State Parameter, and Microphysics Flight-Level Data. Version 1.0

description: This data set includes airborne measurements obtained from the NSF/NCAR HIAPER GV aircraft (Tail Number N677F) during the ASPIRE-TEST project. This dataset contains high rate navigation, state parameter, and microphysics flight-level data in netCDF format.
DOI: 10.6084/m9.figshare.30205264.v4
title: Critical current characterisation of East Superconductor MF 2G HTS superconducting wire

description: Detailed measurements of the critical current of a commercial 2G HTS REBCO wire as a function of temperature, magnetic field, and field angle, performed at the Robinson Research Institute of Victoria University of Wellington.
DOI: 10.15468/dl.jehjxx
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.6125 40.45534,-3.59653 40.45534,-3.59653 40.46564,-3.6125 40.46564,-3.6125 40.45534))",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 91 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042883-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25442/hku.30156235
title: Supporting data for “Atomic Precise Metal Nanoclusters Structural Engineering and Catalytic Applications in Organic Synthesis”

description: This research focuses on the rational design and synthesis of atomically precise coinage metal nanoclusters through strategic ligand engineering to address their inherent stability challenges and unlock their full potential in catalysis. By systematically modifying surface ligands, we successfully enhanced the clusters' stability, tailored their electronic structures, and achieved superior photocatalytic performance. Key findings include elucidating the origin of chirality in gold nanoclusters, identifying the true active role of silver in gold catalysis, developing robust gold cluster photocatalysts for visible-light-driven radical couplings, and expanding copper nanoclusters into photoredox applications with near-infrared emission. This work demonstrates the critical role of ligand design in advancing the functionality and practicality of metal nanoclusters for sustainable and efficient catalytic processes.
DOI: 10.25442/hku.30156235.v1
title: Supporting data for “Atomic Precise Metal Nanoclusters Structural Engineering and Catalytic Applications in Organic Synthesis”

description: This research focuses on the rational design and synthesis of atomically precise coinage metal nanoclusters through strategic ligand engineering to address their inherent stability challenges and unlock their full potential in catalysis. By systematically modifying surface ligands, we successfully enhanced the clusters' stability, tailored their electronic structures, and achieved superior photocatalytic performance. Key findings include elucidating the origin of chirality in gold nanoclusters, identifying the true active role of silver in gold catalysis, developing robust gold cluster photocatalysts for visible-light-driven radical couplings, and expanding copper nanoclusters into photoredox applications with near-infrared emission. This work demonstrates the critical role of ligand design in advancing the functionality and practicality of metal nanoclusters for sustainable and efficient catalytic processes.