cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3740586
title: Shapefiles of environmental clusters and biogeographic sector and subsectors of Egypt

description: ESRI shapefile polygons of environmental clusters and biogeographic sectors and subsectors of all Egypt.

For file descriptions, please refer to: Abdelaal, M., Fois, M., Fenu, G., & Bacchetta, G. (2020). Biogeographical characterisation of Egypt based on environmental features and endemic vascular plants distribution. Applied Geography, 119, 102208. https://doi.org/10.1016/j.apgeog.2020.102208
DOI: 10.5281/zenodo.3740587
title: Shapefiles of environmental clusters and biogeographic sector and subsectors of Egypt

description: ESRI shapefile polygons of environmental clusters and biogeographic sectors and subsectors of all Egypt.

For file descriptions, please refer to: Abdelaal, M., Fois, M., Fenu, G., & Bacchetta, G. (2020). Biogeographical characterisation of Egypt based on environmental features and endemic vascular plants distribution. Applied Geography, 119, 102208. https://doi.org/10.1016/j.apgeog.2020.102208
DOI: 10.15468/dl.t5pjkg
title: Occurrence Download

description: A dataset containing 3615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Picumnus innominatus Burton, 1836",
 {
 "or" : [
 "Year 1964-2000",
 "Year 2001-2024"
 ]
 }
 ]
}

 The dataset includes 3615 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052267-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14582425
title: Comparison of NoSQL Databases for Content Management Systems
DOI: 10.5281/zenodo.14582426
title: Comparison of NoSQL Databases for Content Management Systems
DOI: 10.15468/dl.uycv6v
title: Occurrence Download

description: A dataset containing 1001 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mushroom (KIDR-MR)"
 ]
}

 The dataset includes 1001 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052268-241126133413365/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.27894594.v6
title: <b>Proteome-wide identification and comparison of drug pockets for discovering new drug indications and side effects</b>

description: Drug development faces significant financial and time challenges, highlighting the need for more efficient strategies. This study evaluated the druggability of the entire human proteome using Fpocket. We identified 15,043 druggable pockets in 20,255 predicted protein structures, significantly expanding the estimated druggable proteome from 3,000 to over 11,000 proteins. Notably, many druggable pockets were found in less-studied proteins, suggesting untapped therapeutic opportunities. Pairwise pocket similarity analysis identified 220,312 similar pocket pairs, with 3,241 pairs across different protein families, indicating shared drug-binding potential. In addition, 62,077 significant matches were found between druggable pockets and 1,872 known drug pockets, highlighting candidates for drug repositioning. We repositioned progesterone to ADGRD1 for pemphigus and breast cancer, and estradiol to ANO2 for shingles and medulloblastoma, which were validated by molecular docking. To assess safety, off-target effects were analyzed for the drugs such as axitinib, linking newly identified targets with known side effects. For axitinib, 127 new targets were identified and 46 out of 48 documented side effects were linked to these targets. These findings demonstrate the utility of pocket similarity in drug repositioning, target expansion, and improved drug safety evaluation, offering new avenues for the discovery of new indications and side effects of existing drugs.
DOI: 10.15468/dl.gfvdq5
title: Occurrence Download

description: A dataset containing 3662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Picumnus innominatus Burton, 1836"
 ]
}

 The dataset includes 3662 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052269-241126133413365/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.28113608
title: Plos ONE Supplementary documents

description: Dataset during the peak period (for 10 days) and Figures in the manuscript
DOI: 10.6084/m9.figshare.28113572
title: <b>Functional trait diversity of over- and understorey raises microbial carbon use efficiency in forest plantation soils</b>

description: Microbial carbon use efficiency in soil depends on plant diversity.
DOI: 10.15468/dl.vf7wfd
title: Occurrence Download

description: A dataset containing 1721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Jynx torquilla Linnaeus, 1758",
 {
 "or" : [
 "Year 1964-2000",
 "Year 2001-2024"
 ]
 }
 ]
}

 The dataset includes 1721 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052272-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjupk5
title: Occurrence Download

description: A dataset containing 2285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Blythipicus pyrrhotis (Hodgson, 1837)",
 {
 "or" : [
 "Year 1964-2000",
 "Year 2001-2024"
 ]
 }
 ]
}

 The dataset includes 2285 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052273-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aar5xb
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Chrysocolaptes guttacristatus (Tickell, 1833)"
 ]
}

 The dataset includes 277 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052275-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpb563
title: Occurrence Download

description: A dataset containing 463828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alopochen aegyptiaca (Linnaeus, 1766)",
 "Country is Netherlands",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 463828 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052270-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5m86u
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dinopium javanense (Ljungh, 1797)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052276-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew7wqu
title: Occurrence Download

description: A dataset containing 112445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.38925 43.33662,-8.45632 43.22596,-8.45548 43.15805,-8.38757 43.11529,-8.3205 43.12452,-8.23415 43.14883,-8.18972 43.19242,-8.19056 43.2335,-8.24673 43.27794,-8.3205 43.31231,-8.38925 43.33662))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 112445 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052265-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h9fey
title: Occurrence Download

description: A dataset listing the 359 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.57722 -4.24691,39.58683 -4.62959,41.61549 -1.85163,41.12845 -0.99578,39.37188 -1.92988,38.57722 -4.24691))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 359 records were derived from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052271-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14582502
title: n-lab measured neutron and gamma-ray data

description: 31 December 2024

The folder consists of prompt gamma-ray and neutron data

Detectors used:

2 in x 2 in EJ-301 liquid scintillator-based detector (neutrons)

3 in x 3 in NaI(Tl) detectors

All data necessary for reproducing spectra are included, but further information can be requested from corresponding author at mhlsiz016@myuct.ac.za
DOI: 10.5281/zenodo.14582503
title: n-lab measured neutron and gamma-ray data

description: 31 December 2024

The folder consists of prompt gamma-ray and neutron data

Detectors used:

2 in x 2 in EJ-301 liquid scintillator-based detector (neutrons)

3 in x 3 in NaI(Tl) detectors

All data necessary for reproducing spectra are included, but further information can be requested from corresponding author at mhlsiz016@myuct.ac.za
DOI: 10.15468/dl.3dmehq
title: Occurrence Download

description: A dataset listing the 18 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((39.86475 -3.11611,39.95277 -3.17244,40.04396 -3.11643,40.07718 -3.04659,40.08748 -2.91131,40.01723 -2.81924,39.85361 -2.76385,39.75902 -2.82286,39.67564 -2.98069,39.69981 -3.10829,39.86475 -3.11611))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 18 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052274-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgwxey
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Sao Tome and Principe",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacus erithacus Linnaeus, 1758"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052277-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nzffsjgdz4.1
title: Dataset for "Decreased Gut Short-Chain Fatty Acids in Cutaneous T-Cell Lymphoma: A Novel Insight"

description: This is the data set that supports the findings of the study "Decreased Gut Short- ChainFatty Acids in Cutaneous T-Cell Lymphoma: A Novel Insight"
DOI: 10.17632/pyn3p3ny26.1
title: Using Google Trends to improve monitoring of the invasive spotted lanternfly in the United States

description: Invasive species pose significant threats to ecosystems and human industry and are being rapidly exacerbated by increased globalization and climate change. Effective monitoring of invasive species is crucial for control and eradication efforts, but traditional methods can be costly and resource-intensive. Here, we explore the use of Google Trends, a tool quantifying internet searches made on the Google search engine, to monitor the spread of the spotted lanternfly (Lycorma delicatula), a recent invasive insect in the United States that has resulted in a number of negative ecological and agricultural effects. We analyzed Google search data for this species from 2014 to 2022 and compared it to official occurrence data pooled from a variety of government and citizen science-based sources. Our results show a significant positive relationship between the number of Google searches and the presence of the spotted lanternfly. Yearly patterns in Google search data align with observed population sizes, and seasonal patterns with the emergence of mature adult spotted lanternflies. Our results indicate that Google Trends may be particularly useful in complementing traditional monitoring methods. We discuss its efficacy in monitoring the spotted lanternfly invasion in particular as well as possible considerations and limitations of this approach generally. In total, this approach could enhance future monitoring of the spotted lanternfly and possibly other invasive species to better inform conservation efforts
DOI: 10.17632/pyn3p3ny26.2
title: Using Google Trends to improve monitoring of the invasive spotted lanternfly in the United States

description: Invasive species pose significant threats to ecosystems and human industry and are being rapidly exacerbated by increased globalization and climate change. Effective monitoring of invasive species is crucial for control and eradication efforts, but traditional methods can be costly and resource-intensive. Here, we explore the use of Google Trends, a tool quantifying internet searches made on the Google search engine, to monitor the spread of the spotted lanternfly (Lycorma delicatula), a recent invasive insect in the United States that has resulted in a number of negative ecological and agricultural effects. We analyzed Google search data for this species from 2014 to 2022 and compared it to official occurrence data pooled from a variety of government and citizen science-based sources. Our results show a significant positive relationship between the number of Google searches and the presence of the spotted lanternfly. Yearly patterns in Google search data align with observed population sizes, and seasonal patterns with the emergence of mature adult spotted lanternflies. Our results indicate that Google Trends may be particularly useful in complementing traditional monitoring methods. We discuss its efficacy in monitoring the spotted lanternfly invasion in particular as well as possible considerations and limitations of this approach generally. In total, this approach could enhance future monitoring of the spotted lanternfly and possibly other invasive species to better inform conservation efforts
DOI: 10.15468/dl.q5745c
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllodactylus gerrhopygus (Wiegmann, 1834)"
 ]
}

 The dataset includes 494 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052278-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcdrc2
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Gecinulus grantia (Horsfield, 1840)"
 ]
}

 The dataset includes 118 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052279-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgar4b
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Micropternus brachyurus (Vieillot, 1818)"
 ]
}

 The dataset includes 444 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052280-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhs4hu
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Chrysophlegma flavinucha (Gould, 1834)"
 ]
}

 The dataset includes 784 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052281-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xrr862ssjd.1
title: Global_Innovation_Index_Clustered_Panel_Data__With_PCA_2013_2022

description: The Global Innovation Index (GII), published annually by the World Intellectual Property Organization (WIPO), ranks the innovation performance of approximately 130 economies. This dataset refines the GII by including 118 economies with complete data across all years (2013–2022) and seven core pillars: Institutions, Human Capital and Research, Infrastructure, Market Sophistication, Business Sophistication, Knowledge and Technology Outputs, and Creative Outputs. GII scores and Innovation Input and Output Sub-Indices are also included for reference but excluded from clustering and PCA to maintain focus on the granularity of the seven pillars.

The K-means algorithm was used to cluster data, and five clusters were identified using the Elbow Method. This configuration was applied consistently across clustering approaches: input pillars, output pillars, all pillars combined, and PCA-enhanced clustering for each configuration. PCA was used to improve cluster separability and reduce dimensionality, resulting in additional cluster labels. The dataset enables detailed comparative analyses of innovation profiles, benchmarking, and temporal trend studies across economies.

Data Structure:

 • Identifiers: Economy Name and ISO Code.
 • Seven Core Pillars: Institutions, Human Capital and Research, Infrastructure, Market Sophistication, Business Sophistication, Knowledge and Technology Outputs, and Creative Outputs (2013–2022).
 • Indices: GII Scores and Innovation Input/Output Sub-Indices for all years.
 • Cluster Labels: Direct clusters for input, output, and all pillars; PCA-enhanced clusters for input, output, and all pillars.

This dataset is valuable for benchmarking innovation performance, supporting evidence-based policy-making, and studying innovation trends globally.
DOI: 10.15468/dl.u4j3w8
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Picus chlorolophus Vieillot, 1818",
 "Year 1962-2024"
 ]
}

 The dataset includes 543 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052282-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jucnw2
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Picus squamatus Vigors, 1831"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052283-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwcz8j
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Sao Tome and Principe",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present",
 "Year 1980-2024"
 ]
}

 The dataset includes 362 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052284-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayrvj9
title: Occurrence Download

description: A dataset containing 18345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oceanites gracilis (Elliot, 1859)"
 ]
}

 The dataset includes 18345 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052285-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/htct-b738
title: IRS-Enabled IoT Network Simulator With Dynamic Sensing and Multi-Node Performance Analysis

description: This MATLAB script implements a simulation framework for an IRS-assisted IoT network with multiple nodes in a 3D environment. The code integrates a number of advanced wireless features, including elevation-aware IRS phase alignment, dynamic spectrum sensing for channel allocation, inter-node interference modeling, and Doppler effects from node mobility. Operating at microwaves with configurable elements, the system achieves realistic performance metrics through iterative optimization. This framework can be deployed and extended for practical performance evaluations of IRS-based IoT communications in various scenarios and environments, making it a valuable foundation for designing and optimizing next-generation IRS-enhanced wireless networks.
DOI: 10.15468/dl.82wtsn
title: Occurrence Download

description: A dataset containing 13291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Picus canus J.F.Gmelin, 1788"
 ]
}

 The dataset includes 13291 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052286-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ucc7f
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dryocopus javensis (Horsfield, 1821)"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052288-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/3lor3r/0mscho
title: asylum_data_cleaning_and_checking_AEJ-RR.do

description: same as asylum_data_cleaning_and_checking.do except that it keeps decisions other than grants/denials in the data, producing asylum_revised.dta instead of asylum.dta. The decisions other than grants/denials are used by analysis_revised.do to produce the comparison of results with all completions to results with only grants/denials for the revision of the paper.
DOI: 10.7910/dvn/3lor3r/3y4qfl
title: aqs_sites.tab

description: see README_for_NOAA_EPA_download_and_preprocessing.rtf
DOI: 10.7910/dvn/3lor3r/5nu7tj
title: FAA_cy18-commercial-service-enplanements.tab

description: see README_for_NOAA_EPA_download_and_preprocessing.rtf
DOI: 10.7910/dvn/3lor3r/cp5ayi
title: distance.R

description: see README_for_NOAA_EPA_download_and_preprocessing.rtf
DOI: 10.7910/dvn/3lor3r/d33iwz
title: FAA_cy18-commercial-service-enplanements.pdf

description: see README_for_NOAA_EPA_download_and_preprocessing.rtf
DOI: 10.7910/dvn/3lor3r/dqjzoz
title: B_TblProceeding.csv

description: One of three main raw EOIR data files
DOI: 10.7910/dvn/3lor3r/jgylnn
title: getDailyAQS.R

description: see README_for_NOAA_EPA_download_and_preprocessing.rtf
DOI: 10.7910/dvn/3lor3r/l6wsnq
title: courts_crosswalk.tab

description: translation of court codes in USSC data to location codes used in weather data