cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30343870.v2
title: <b>Regionally tailored diversified cropping systems to enhance global food security</b>

description: Global agriculture production faces the challenge of producing sufficient food for feeding 8 billion people while reducing agriculture-driven environmental impacts.Current agricultural simplification comes with serious fertilizer squander and biodiversity loss, despite its high yield. Diversified cropping systems that consciously increase crop diversityby intercropping or rotation, represents a key strategy for sustainable agriculture and thus offers an opportunity to address this challenge. However, worldwide yield increment of diversified cropping and its environmental suitability remain elusive. Here, by synthesizing 5,874 yield observations from 747 studies, we demonstrate that diversified cropping significantly enhanced yield of major staple cropswith intercropping by 12%and rotation11%.Yield response of intercropping is primarily driven by mean annual temperature and more pronounced in regions with low soil carbon and nitrogen content, whereas that of rotation is mainly determined by duration and benefits more in opposite soil conditions. By employing machine learning algorithms, we estimate that intercropping and rotation could respectively boost yield of global major staple crops by 394 and 207 million tons annually, tailoring them locally could exceed 470 million tons—feeding over 2.5 billion people. Overall, we highlight the pressing necessity for the swift the adoption of diversified cropping systems for enhancing global food security.
DOI: 10.15468/dl.868zzp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramphogordius pseudolacteus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001150-260129131611470/datasets/export for details.
DOI: 10.6084/m9.figshare.31198795
title: In-vehicle environment data from a naturalistic driving study conducted in South China

description: The in-vehicle environment data were collected in a naturalistic driving study conducted in South China. Ten participants drove their own vehicles for one to two weeks. The participating vehicles comprised commonly used EV models in China. The dataset consisting of 1-minute–resolution records contains: vehicle ID; timestamps; vehicle model and type; numbering of each trip; in-vehicle environmental data (seven-point air temperature and single-point CO₂ concentration); number and seating positions of occupants; window and door status; GPS coordinates and vehicle velocity; and exterior weather information (solar radiation, ambient temperature, wind speed, etc.).
DOI: 10.6084/m9.figshare.31198795.v1
title: In-vehicle environment data from a naturalistic driving study conducted in South China

description: The in-vehicle environment data were collected in a naturalistic driving study conducted in South China. Ten participants drove their own vehicles for one to two weeks. The participating vehicles comprised commonly used EV models in China. The dataset consisting of 1-minute–resolution records contains: vehicle ID; timestamps; vehicle model and type; numbering of each trip; in-vehicle environmental data (seven-point air temperature and single-point CO₂ concentration); number and seating positions of occupants; window and door status; GPS coordinates and vehicle velocity; and exterior weather information (solar radiation, ambient temperature, wind speed, etc.).
DOI: 10.15468/dl.s5uak6
title: Occurrence Download

description: A dataset containing 2839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica oleracea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2839 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001151-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztfuck
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nianhochloa",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001152-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18166828
title: Long-History PCA in a Dynamic Factor Model with Weak Loadings

description: To reproduce the results reported in “Long-History PCA in a Dynamic Factor Model with Weak Loadings,” users must download the accompanying data files and place them in the designated directory. Detailed instructions are provided in the ReadMe.txt file available on the journal’s website.
description: IMPORTANT NOTICE

The raw data files included in previous versions of this repository have been removed due to licensing restrictions imposed by the data vendor (WRDS).

This version provides all codes required to download the data directly from the authorized data source and to reproduce all results in the paper for users with legitimate access to the data.
DOI: 10.5281/zenodo.18425419
title: Long-History PCA in a Dynamic Factor Model with Weak Loadings

description: To reproduce the results reported in “Long-History PCA in a Dynamic Factor Model with Weak Loadings,” users must download the accompanying data files and place them in the designated directory. Detailed instructions are provided in the ReadMe.txt file available on the journal’s website.
description: IMPORTANT NOTICE

The raw data files included in previous versions of this repository have been removed due to licensing restrictions imposed by the data vendor (WRDS).

This version provides all codes required to download the data directly from the authorized data source and to reproduce all results in the paper for users with legitimate access to the data.
DOI: 10.15468/dl.uaqcjy
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Hygrophila auriculata"
 ]
}

 The dataset includes 303 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001154-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8mvzw
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Hymenodictyon orixense"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001155-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4zs4b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalothrix oestrymnicus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001156-260129131611470/datasets/export for details.
DOI: 10.57760/sciencedb.space.03208
title: Reflectance in Key Spectral Bands from Selected Lunar Samples and Remote Sensing Data of Asteroids Ida and Eros
title: Reflectance in Key Spectral Bands from Selected Lunar Samples and Remote Sensing Data of Asteroids Ida and Eros

description: This dataset includes laboratory reflectance values in selected key spectral bands from certain lunar samples (orginal spectra are from RELAB and LSCC), as well as partial remote sensing reflectance values in key spectral bands from asteroids (243) Ida and (433) Eros. Additionally, it contains raster files of partial hyperspectral imagery for Ida and Eros.Version 1 of this dataset was released before the paper was submitted. During the peer review process, we added Fig. 2, which is now in the paper, causing a misalignment between the image numbering in the paper and the data in version 1. Therefore, we corrected the image numbering in version 2. The data itself remained unchanged.This is the corresponding dataset behind the paper: Minge Liu et al 2026 ApJL 997 L49It mainly contains the data behind Fig. 3 and Fig. 4.!!! Note: The extraction password of the .zip file: NCC1701
description: This dataset includes laboratory reflectance values in selected key spectral bands from certain lunar samples (orginal spectra are from RELAB and LSCC), as well as partial remote sensing reflectance values in key spectral bands from asteroids (243) Ida and (433) Eros. Additionally, it contains raster files of partial hyperspectral imagery for Ida and Eros.Version 1 of this dataset was released before the paper was submitted. During the peer review process, we added Fig. 2, which is now in the paper, causing a misalignment between the image numbering in the paper and the data in version 1. Therefore, we corrected the image numbering in version 2. The data itself remained unchanged.This is the corresponding dataset behind the paper: Minge Liu et al 2026 ApJL 997 L49It mainly contains the data behind Fig. 3 and Fig. 4.!!! Note: The extraction password of the .zip file: NCC1701
DOI: 10.57760/sciencedb.space.03516
title: GNSS-R Reflectivity from Fengyun-3E and Tianmu-1
title: GNSS-R Reflectivity from Fengyun-3E and Tianmu-1

description: The GNSS-R left-hand circularly polarized (LHCP) reflectivity product is generated by fusing Fengyun-3E and Tianmu-1 (S01–S10) GNSS-R L1 data, with inter-calibration performed across satellites and GNSS systems. The data are gridded onto the EASE-Grid 2.0 at global coverage and daily temporal resolution.
description: The GNSS-R left-hand circularly polarized (LHCP) reflectivity product is generated by fusing Fengyun-3E and Tianmu-1 (S01–S10) GNSS-R L1 data, with inter-calibration performed across satellites and GNSS systems. The data are gridded onto the EASE-Grid 2.0 at global coverage and daily temporal resolution.
DOI: 10.5281/zenodo.18425474
title: HOT-272 to HOT-311 Particulate Beam Attenuation

description: These Simons Collaboration on Ocean Processes and Ecology (SCOPE) data products were produced by the University of Hawaiʻi at Mānoa with support from the Simons Foundation. 

These data were collected from Hawaii Ocean Time-series cruises from HOT272 to HOT311 aboard various research vessels to Station ALOHA (22.75, -158.00) in the North Pacific Subtropical Gyre. Underway particulate beam attenuation data were collected using a Wetlabs C-star transmissometer plumbed to the ship's underway seawater supply. Data were corrected to remove a running <0.2 micron dissolved component of the signal and particulate beam attenuation data were averaged to hourly.  The timestamp is in UTC.
DOI: 10.5281/zenodo.18425475
title: HOT-272 to HOT-311 Particulate Beam Attenuation

description: These Simons Collaboration on Ocean Processes and Ecology (SCOPE) data products were produced by the University of Hawaiʻi at Mānoa with support from the Simons Foundation. 

These data were collected from Hawaii Ocean Time-series cruises from HOT272 to HOT311 aboard various research vessels to Station ALOHA (22.75, -158.00) in the North Pacific Subtropical Gyre. Underway particulate beam attenuation data were collected using a Wetlabs C-star transmissometer plumbed to the ship's underway seawater supply. Data were corrected to remove a running <0.2 micron dissolved component of the signal and particulate beam attenuation data were averaged to hourly.  The timestamp is in UTC.
DOI: 10.15468/dl.cf5d55
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annamocalamus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001157-260129131611470/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/14670219
title: Egypt Gold Prices | Daily Updated
DOI: 10.34740/kaggle/dsv/14670221
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18423857
title: SuperDARN data in netCDF format (2008-Feb)

description: 2008-Feb SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6581065
title: SuperDARN data in netCDF format (2008-Feb)

description: 2008-Feb SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.18425367
title: When the Road Breaks:Systematic Testing of Autonomous Driving Decision-Making under Roadwork Conditions
DOI: 10.5281/zenodo.18425366
title: When the Road Breaks:Systematic Testing of Autonomous Driving Decision-Making under Roadwork Conditions
DOI: 10.15468/dl.y9degg
title: Occurrence Download

description: A dataset containing 424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Indigofera trita"
 ]
}

 The dataset includes 424 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001158-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kru4m
title: Occurrence Download

description: A dataset containing 9615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica rapa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 9615 records from 477 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001159-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sjx98
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanotaenia albimarginata)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025101-250811113504898/datasets/export for details.
DOI: 10.15468/dl.zw2tng
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025847-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mp4wr
title: Occurrence Download

description: A dataset containing 894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-67 44.82,-65.5 44.82,-65.5 46,-67 46,-67 44.82))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is LC",
 "OccurrenceStatus is Present",
 "TaxonKey is Fringillidae",
 "Year 2013-2023"
 ]
}

 The dataset includes 894 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007353-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9crvtp
title: Occurrence Download

description: A dataset containing 2820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium schoenoprasum, Allium schoenoprasum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2820 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007354-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxrp2x
title: Occurrence Download

description: A dataset containing 72966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ajuga reptans)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 72966 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007317-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj9c9c
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geissoloma marginatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007355-260129131611470/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.30899498
title: Table 1.Genome features of <i>L. </i><i>rhamnosus </i>B34-0-2

description: Genome features summary table for <i>Lacticaseibacillus </i><i>rhamnosus</i> B34-0-2
DOI: 10.6084/m9.figshare.30899498.v2
title: Table 1.Genome features of <i>L. </i><i>rhamnosus </i>B34-0-2

description: Genome features summary table for <i>Lacticaseibacillus </i><i>rhamnosus</i> B34-0-2
DOI: 10.6084/m9.figshare.30899498.v1
title: Table 1.Genome features of<i> L.</i><i> rhamnosus</i> B34-0-2

description: Genome features summary table for <i>Lacticaseibacillus </i><i>rhamnosus</i> B34-0-2
DOI: 10.15468/x7ssp4
title: Monitoring of effects of management actions in Junkerdalsura nature reserve - vascular plants

description: Vegetation analyses in Junkerdalsura nature reserve during summer 2022
DOI: 10.25824/redu/gbzr8h
title: Research datasets on applications of artificial intelligence across dental surgical planning: from automated segmentation to surgical guide design

description: This repository contains research datasets derived from two complementary studies in dental radiology and implant dentistry. One dataset supports the development and validation of artificial intelligence–based methods for the automatic segmentation of the mandibular incisive canal in cone-beam computed tomography. It includes quantitative analysis metrics obtained for each case using a previous AI model, an enhanced AI model, and expert manual segmentation, as well as descriptive data of the training and validation samples. Time-efficiency measurements for all segmentation approaches are also provided. The other dataset originates from a scoping review investigating the application of artificial intelligence in the design of static surgical guides for dental implant placement. This dataset comprises extracted data from the included studies, including study characteristics, methodological features, and reported linear and angular implant deviation values.
DOI: 10.5281/zenodo.18459906
title: HetSV All SVs

description: Data Set S1: All Structural Variations
DOI: 10.5281/zenodo.18459907
title: HetSV All SVs

description: Data Set S1: All Structural Variations
DOI: 10.15468/dl.fjzbga
title: Occurrence Download

description: A dataset containing 1026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pachyurus"
 ]
}

 The dataset includes 1026 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007357-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpbqm8
title: Occurrence Download

description: A dataset containing 1320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium scorodoprasum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1320 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007358-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.