cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dfuc65
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anas minuta Linnaeus, 1758"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052473-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc3k2c
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "InstitutionCode is ibunam",
 "TaxonKey is Vieja melanura (Günther, 1862)"
 ]
}

 The dataset includes 77 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006650-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pl82cg
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Echinochloa oryzoides (Ard.) Fritsch"
 ]
}

 The dataset includes 641 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007208-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txhzbk
title: Occurrence Download

description: A dataset containing 24905 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenological Center - Plants"
 ]
}

 The dataset includes 24905 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339507-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxn6u2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Psychotria peduncularis var. tabouensis (Schnell) Verdc."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065355-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deigzg
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nolina parviflora (Kunth) Hemsl."
 ]
}

 The dataset includes 242 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007209-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ajapr
title: Occurrence Download

description: A dataset containing 5830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is UMMP",
 "TaxonKey is Perissodactyla"
 ]
}

 The dataset includes 5830 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057366-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4viajp
title: Occurrence Download

description: A dataset containing 9277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Zapus hudsonius (Zimmermann, 1780)"
 ]
}

 The dataset includes 9277 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031458-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lbdccj
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schilbeidae",
 "Country is India"
 ]
}

 The dataset includes 272 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007210-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vg2am8
title: Occurrence Download

description: A dataset containing 3158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Barbarea vulgaris (L.) W.T.Aiton",
 "Year 1000-2014"
 ]
}

 The dataset includes 3158 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062996-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3n47r
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "InstitutionCode is ummz",
 "TaxonKey is Vieja maculicauda (Regan, 1905)"
 ]
}

 The dataset includes 75 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006645-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt5cn7
title: Occurrence Download

description: A dataset containing 14049 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clintonia borealis (Aiton) Raf."
 ]
}

 The dataset includes 14049 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079634-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wswfs4
title: Occurrence Download

description: A dataset containing 7898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Togo"
 ]
}

 The dataset includes 7898 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016249-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eckzc1
title: Occurrence Download

description: A dataset containing 1736 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplopterygium glaucum (Thunb. ex Houtt.) Nakai"
 ]
}

 The dataset includes 1736 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007212-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdd74c
title: Occurrence Download

description: A dataset containing 6293 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0",
 "License is CC-BY-NC 4.0"
 ]
 },
 "TaxonKey is Larus argentatus Pontoppidan, 1763"
 ]
}

 The dataset includes 6293 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057351-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buds7t
title: Occurrence Download

description: A dataset containing 7968 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Aegilops triuncialis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7968 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033564-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha7jt2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anas orientalis Linnaeus, 1758"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052475-210914110416597/datasets/export for details.
DOI: 10.15468/dl.wgrjjp
title: Occurrence Download

description: A dataset containing 1800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 1800 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007219-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7obppv
title: Occurrence Download

description: A dataset containing 20382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-29 28,46 28,46 77,-29 77,-29 28))",
 "HasCoordinate is true",
 "TaxonKey is Sphagnum denticulatum Brid.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20382 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034948-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vxsj9
title: Occurrence Download

description: A dataset containing 37249570 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-82.35352 -31.72852,-58.0957 -31.72852,-58.0957 12.91992,-82.35352 12.91992,-82.35352 -31.72852))"
 ]
}

 The dataset includes 37249570 records from 4324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062993-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksuf2m
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hisonotus armatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 73 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042851-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7a9cd
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Uvaria lobbiana"
 ]
}

 The dataset includes 77 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042850-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/cxd91w
title: Replication data for: Inference for Heterogeneous Effects using Low-Rank Estimation of Factor Slopes

description: This is the Matlab code for replicating numerical results in: 

“Inference for Heterogeneous Effects using Low-Rank Estimation of Factor Slopes”, The Review of Economics and Statistics, by Chernozhukov, Hansen, Liao and Zhu. 


I Simulation: 

The main code is simulation_master_submit.m . 
This code will read the following functions:

* DGP_arti.m, simulation_func.m, factorslope_estimation_sub.m, 
 fixe_effct_alternative.m

II empirical results:

The main code is empirical.m. This code will read the following function:

iterative_mw_laggedX_sub.m

It also loads data: indexTcase5.mat , minimum_wage_reg_1.mat
description: Volume XX, Issue X
DOI: 10.15468/dl.8g574y
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Thryothorus ludovicianus [GBIF Backbone Taxonomy])",
 "Preparations is one of (tissue, tissue (blood), tissue - 10, tissue (frozen), tissue (frozen); study skin, tissue, skeleton, tissue - 1, tissue - 50, tissue (frozen); spread wing; study skin, tissue - 30, tissue (frozen); spread wing (dry); partial skeleton (dry), tissue - 100, tissue - 100; skin - 1, tissue - 1; skin - 1, tissue, skel, wing, feathers, tissue, skin)"
 ]
 }
 ]
}

 The dataset includes 136 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042852-250827131500795/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.20769460
title: Tursiops truncatus nuuanu, a new subspecies of the common bottlenose dolphin from the eastern tropical Pacific (data set)

description: Final skull morphology data set used in Costa <em>et al</em>. (2022): "<em>Tursiops truncatus nuuanu</em>, a new subspecies of the common bottlenose dolphin from the eastern tropical Pacific". Published in Journal of Mammalian Evolution
DOI: 10.6084/m9.figshare.20769460.v1
title: Tursiops truncatus nuuanu, a new subspecies of the common bottlenose dolphin from the eastern tropical Pacific (data set)

description: Final skull morphology data set used in Costa <em>et al</em>. (2022): "<em>Tursiops truncatus nuuanu</em>, a new subspecies of the common bottlenose dolphin from the eastern tropical Pacific". Published in Journal of Mammalian Evolution
DOI: 10.6084/m9.figshare.30076408
title: Supplemental Tables for "<b>In silico unwinding of </b><b><i>Caenorhabditis elegans</i></b><b> microRNA duplexes to evaluate thermodynamic end stabilities improves predictions of microRNA strand selection"</b>

description: Supplemental Tables for "<b>In silico unwinding of </b><b><i>Caenorhabditis elegans</i></b><b> microRNA duplexes to evaluate thermodynamic end stabilities improves predictions of microRNA strand selection"</b>. Includes tables S4-S11.
DOI: 10.6084/m9.figshare.30076408.v1
title: Supplemental Tables for "<b>In silico unwinding of </b><b><i>Caenorhabditis elegans</i></b><b> microRNA duplexes to evaluate thermodynamic end stabilities improves predictions of microRNA strand selection"</b>

description: Supplemental Tables for "<b>In silico unwinding of </b><b><i>Caenorhabditis elegans</i></b><b> microRNA duplexes to evaluate thermodynamic end stabilities improves predictions of microRNA strand selection"</b>. Includes tables S4-S11.
DOI: 10.5281/zenodo.17079923
title: National Cybersecurity Capacity Assessment in Ecuador: A Sectoral Diagnosis Based on the DAM-NC Methodology

description: This repository contains the technical artifacts, datasets, and scripts used in the national cybersecurity capacity assessment for Ecuador, carried out using the DAM-NC methodology (Design Action Maturity for National Cybersecurity). The study integrates international frameworks such as the Cybersecurity Capacity Maturity Model (CMM), the NIST Cybersecurity Framework 2.0, and ISO/IEC 27001, adapting them to the Ecuadorian context. The dataset includes 200 classified pieces of public evidence, sectoral heatmaps, semaphores by NIST function, KPIs, and a reproducible Python script for calculating sector maturity indexes. All materials are structured to ensure transparency, reproducibility, and policy relevance for countries in similar development contexts.
DOI: 10.15468/dl.6b6324
title: Occurrence Download

description: A dataset containing 76061 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((8.73459 50.1683, 9.48837 50.1683, 9.48837 50.26351, 8.73459 50.26351, 8.73459 50.1683))"
 ]
}

 The dataset includes 76061 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042779-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16961282
title: Online Data: Black-hole mass estimation through accretion disk spectral fitting for high-redshift blazars

description: # High-z Blazar SED Fitting Results

This package contains archival data, MCMC fitting results, and Python scripts for modeling the spectral energy distributions (SEDs) of high-redshift blazars. It is designed to allow reproduction of the analysis and generation of plots for individual sources.

---

## 📂 Contents of the ZIP folder

- **DLAcoeff.txt**, **LAFcoeff.txt**    Coefficients used in the analytical model of Inoue et al. (2014), MNRAS, 442 for the effective opacity to neutral hydrogen in the IGM (https://ui.adsabs.harvard.edu/abs/2014ascl.soft02019I)    - **sources.txt**   List of sources in the sample (columns: `id`, `name`, `redshift`, `model` [1 = single-component, 2 = two-component]).

- **1.txt – 23.txt**  Archival observations (photometric data) for each source in the sample.

- **\*.h5**    MCMC fitting results stored with `emcee.backends.HDFBackend`.

- **functions.py**    Helper functions used by script.py    - **script.py**  Main plotting script. Run with:  ```bash  python script.py [you will be prompted to enter the source id you wish]  ⚙️ Requirements

This code depends on the following Python packages:

    numpy

    pandas

    matplotlib

    scipy

    emcee

    corner

    astropy

    (Python ≥ 3.8 recommended)    ▶️ Usage

    Select a source of interest from sources.txt (using the id column).

    Run the plotting script with the source ID:

    python script.py

    You will be prompted to enter the ID of a source         You will be prompted to enter a number (1-4) for the plot you wish to create (Type 1: chain plot, Type 2: corner plot, Type 3: SED plot, Type 4: All)

    Output plots are saved in the current directory (or in a plots/ folder, if present).

📊 Outputs

    Corner plots of posterior distributions (from MCMC fits).

    SED plots with archival photometry and model results.

    The code also applies IGM attenuation using the supplied LAFcoeff.txt and DLAcoeff.txt.

📚 Citation

If you use this material in your work, please cite:TBA
DOI: 10.15468/dl.cpasv2
title: Occurrence Download

description: A dataset containing 107253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium rotundifolium"
 ]
}

 The dataset includes 107253 records from 1558 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042784-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3rb6a
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium pumilum Vved."
 ]
}

 The dataset includes 188 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024059-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.say7b5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nothobranchius orthonotus (Peters, 1844)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024060-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ooyggh
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagidium viscacia (Molina, 1782)",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002151-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7apydb
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abrahamia itremoensis Randrian. & Lowry"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005062-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.surhcz
title: Occurrence Download

description: A dataset containing 129360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((78 26,100 26,100 37,78 37,78 26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2014-2024"
 ]
}

 The dataset includes 129360 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190819-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtlucj
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenopus amieti Kobel, du Pasquier, Fischberg & Gloor, 1980"
 ]
}

 The dataset includes 112 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034226-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fspj1a
title: Occurrence Download

description: A dataset containing 11247817 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asteraceae"
 ]
}

 The dataset includes 11247817 records from 1586 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002151-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am8cr1
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Padda oryzivora (Linnaeus, 1758)"
 ]
}

 The dataset includes 954 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034249-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcu89r
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turridrupa deceptrix Hedley, 1922"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102736-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.