cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bwm2n7
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (United States of America, Canada)",
 "DatasetKey is one of (Observation.org, Nature data from around the World, BeeWalk bumblebee distributions for Great Britain 2008-2022, NABU|naturgucker, Bee, wasp and ant (Hymenoptera: Aculeata) records verified via iRecord, Artportalen, Xerces Society - Bumble Bee Watch, Bees of Ireland, Natural History Collections of the Faculty of Biology AMU, iNaturalist Research-grade Observations, Waarnemingen.be - Hymenoptera occurrences in Flanders and the Brussels Capital Region, Belgium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllostomidae"
 ]
}

 The dataset includes 315 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060467-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p92c4q
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Casuariidae"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060473-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6zn4d
title: Occurrence Download

description: A dataset containing 3393 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database and digitization of bees from TIGER project (Thailand)"
 ]
}

 The dataset includes 3393 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060472-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja9vyt
title: Occurrence Download

description: A dataset containing 594716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((92.41069 11.42222,93.24228 11.42222,93.24228 13.53054,92.41069 13.53054,92.41069 11.42222))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 594716 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059241-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbfehd
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Callithaca tenerrima, Paphia tenerrima, Paphia tenerrima alta, Protothaca tenerrima, Tapes tenerrima)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059270-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17981037
title: Single-nucleus RNAseq of the post-mortem cingulate cortex and substantia nigra from control and Parkinson's disease brains

description: This Zenodo deposit contains a publicly available description of the Dataset:

Title: "Single-nucleus RNAseq of the post-mortem cingulate cortex and substantia nigra from control and Parkinson's disease brains".

Description: Samples of the Cingulate Cortex and Substantia Nigra from  post-mortem brains from the New York Brain Bank were dissected and processed using 10X single-nucleus RNA sequencing on the  Chromium Next GEM Single Cell v3.1 (Dual Index) platform.





This dataset is made available to researchers via the ASAP CRN Cloud: cloud.parkinsonsroadmap.org. Instructions for how to request access can be found in the User Manual.

This research was funded by the Aligning Science Across Parkinson's Collaborative Research Network (ASAP CRN), through the Michael J. Fox Foundation for Parkinson's Research (MJFF).

This Zenodo deposit was created by the ASAP CRN Cloud staff on behalf of the dataset authors. It provides a citable reference for a CRN Cloud Dataset
DOI: 10.5281/zenodo.17612853
title: Single-nucleus RNAseq of the post-mortem cingulate cortex and substantia nigra from control and Parkinson's disease brains

description: This Zenodo deposit contains a publicly available description of the Dataset:

Title: "Single-nucleus RNAseq of the post-mortem cingulate cortex and substantia nigra from control and Parkinson's disease brains".

Description: Samples of the Cingulate Cortex and Substantia Nigra from  post-mortem brains from the New York Brain Bank were dissected and processed using 10X single-nucleus RNA sequencing on the  Chromium Next GEM Single Cell v3.1 (Dual Index) platform.





This dataset is made available to researchers via the ASAP CRN Cloud: cloud.parkinsonsroadmap.org. Instructions for how to request access can be found in the User Manual.

This research was funded by the Aligning Science Across Parkinson's Collaborative Research Network (ASAP CRN), through the Michael J. Fox Foundation for Parkinson's Research (MJFF).

This Zenodo deposit was created by the ASAP CRN Cloud staff on behalf of the dataset authors. It provides a citable reference for a CRN Cloud Dataset
DOI: 10.5281/zenodo.17981075
title: Raw data for correlation between the flow rate of the pilot unit and control panel position
DOI: 10.5281/zenodo.17981076
title: Raw data for correlation between the flow rate of the pilot unit and control panel position
DOI: 10.15468/dl.a54qpp
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sternotherus odoratus",
 "Year 1000-2012"
 ]
}

 The dataset includes 204 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059272-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/9q7e-js22
title: HST/COS data from paper "Circumgalactic Gas on the Outskirts of the Local Group: the Halo of Sextans B" resubmitted to ApJ in December 2025

description: This DOI contains a total of 8 COS/FUV spectra from 2 sightlines passing through the Sextans B CGM:
- 4 G130M exposures of the AGN J1000+0524 (full name SDSS J100035.48+052428.5) from HST Program 17209 (PI Fox).
- 2 G130M exposures and 2 G160M exposures of the AGN J0959+0503 (full name J095915.65+050355.1) from HST Program 12248 (PI Tumlinson).
DOI: 10.5281/zenodo.17980972
title: Raw data of the adsorption of PFAS
DOI: 10.5281/zenodo.17980973
title: Raw data of the adsorption of PFAS
DOI: 10.15468/dl.ejbwfc
title: Occurrence Download

description: A dataset containing 12251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chamelea gallina, Chione gallina, Chione schottii, Ortygia gallina, Venus corrugatula, Venus corrugatula, Venus gallina, Venus gallina alba, Venus gallina articulata, Venus gallina flava, Venus gallina major, Venus gallina minor, Venus nucleus, Venus nuculata, Venus sinuata)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 12251 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059275-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17966410
title: Time-series dataset of non-invasive IoT measurements in Apis mellifera colonies: sunflower pollination service during summer season (2024; Ukraine).

description: This dataset contains time-series of non-invasive IoT measurements from honey bee (Apis mellifera) colonies monitored in Ukraine during the summer season (01-05-2024 to 31-08-2024; local time: Europe/Kyiv). The monitoring period includes a sunflower pollination service window (07-07-2024 to 23-07-2024).

Data were collected using AmoHive solar-powered smart hives (project page: https://amohive.com/). Measurements include internal/external temperature (°C), internal/external relative humidity (%), hive weight (kg), and technical parameters: device processor temperature (°C) and a solar-energy proxy signal (V; voltage after the solar-panel stabilizer), reflecting energy availability for the IoT system.

The record covers 9 monitored hives. RAW telemetry is provided at an approximately hourly acquisition cadence with minor jitter (as exported), while CLEAN data are provided as hourly time series aligned to a fixed local-time grid.

Record contents:- RAW telemetry files (per hive) as originally exported from the IoT system.- CLEAN hourly time series aligned to a fixed local-time grid, including explicit per-cell provenance labels (*_method) for imputed values.- A workbook of manual beekeeper events (per hive) and cleaned data files with embedded events.- A deterministic processing protocol describing the RAW to CLEAN transformation and imputation rules.

Study context (sunflower pollination service: 07-07-2024 to 23-07-2024)During sunflower flowering, colonies were organized into two field groups and a stationary apiary (control) group:- Field group A (ecological attractant-treated sunflower field): hive027, hive430 (field treated on 10-07-2024 with an ecological attractant).- Field group B (non-treated sunflower field): hive985, hive591 (approximately 3–4 km from group A).- Stationary apiary (outside sunflower fields): control group C: hive286, hive883; plus additional monitored background hives: hive224, hive448, hive841.

Hives from field groups A and B were kept at the stationary apiary together with the other colonies before the pollination service (before 07-07-2024) and were returned to the stationary apiary after the pollination service (after 23-07-2024).

Intended useThe dataset supports pollination and colony-behavior research, data quality and imputation studies, and time-series modeling (forecasting, anomaly detection) using weight, temperature, and humidity signals.

Privacy noteExact apiary coordinates are not disclosed; only region/country-level location information is provided.

Access note: Files are restricted during manuscript review; access will be granted upon reasonable request to the authors.
DOI: 10.5281/zenodo.14373047
title: ASAP CRN Cloud PMDBS scRNAseq Collection

description: We're excited to announce the v3.1.0 release of the Postmortem-derived Brain Sequencing Single Cell (sc)RNAseq Collection to the ASAP CRN Cloud as part of the  v4.0.0 ASAP CRN Cloud Release.  There are additional datasets in the collection since previous releases, and a newly updated Cohort datasets of scRNAseq samples integrated across the individual Team contriubuted datasets. 

Stay Tuned!
DOI: 10.5281/zenodo.17860778
title: ASAP CRN Cloud PMDBS scRNAseq Collection

description: We're excited to announce the v3.1.0 release of the Postmortem-derived Brain Sequencing Single Cell (sc)RNAseq Collection to the ASAP CRN Cloud as part of the  v4.0.0 ASAP CRN Cloud Release.  There are additional datasets in the collection since previous releases, and a newly updated Cohort datasets of scRNAseq samples integrated across the individual Team contriubuted datasets. 

Stay Tuned!
DOI: 10.5281/zenodo.17981020
title: STAR Genome Index
DOI: 10.5281/zenodo.17981019
title: STAR Genome Index
DOI: 10.5281/zenodo.17860975
title: ASAP CRN Cloud Mouse scRNAseq Collection

description: We're excited to announce the v1.0.0 release of the Moused Brain Sequencing Single Cell (sc)RNAseq Collection to the ASAP CRN Cloud as part of the v4.0.0 ASAP CRN Cloud Release with Curated Datasets contributed from Teams Cragg and Team Beiderer.  Several other Mouse Brain Transcriptomics datasets are expected to be curated soon.  Stay Tuned
DOI: 10.5281/zenodo.17860974
title: ASAP CRN Cloud Mouse scRNAseq Collection

description: We're excited to announce the v1.0.0 release of the Moused Brain Sequencing Single Cell (sc)RNAseq Collection to the ASAP CRN Cloud as part of the v4.0.0 ASAP CRN Cloud Release with Curated Datasets contributed from Teams Cragg and Team Beiderer.  Several other Mouse Brain Transcriptomics datasets are expected to be curated soon.  Stay Tuned
DOI: 10.7281/t1/thlc8n
title: Data and software associated with the publication: Control and recalibration of path integration in place cells using optic flow

description: This repository includes the dataset and code used in the study of the influence of optic flow on rodent hippocampal place cells and in recalibrating the path integrator. The dataset contains post-processed CA1 place cell electrophysiology data, animal behavior data, and experiment control and sensor data recorded from 5 Long-Evans rats as they ran laps in the Dome VR apparatus. The experiment manipulation is described in the publication "Control and recalibration of path integration in place cells using optic flow”.
DOI: 10.15468/dl.tsdhyj
title: Occurrence Download

description: A dataset containing 21105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chamelea striatula, Lucina laminosa, Ortygia rugosa, Ortygia subcordata, Ortygia sulcata, Pectunculus striatulus, Venus gallina striatula, Venus gallina gibba, Venus gallina triangularis, Venus laminosa, Venus lusitanica, Venus pallida, Venus pennantii, Venus prideauxiana, Venus rugosa, Venus striatula)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 21105 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059276-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nq5r4
title: Occurrence Download

description: A dataset containing 171437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 40.0",
 "DecimalLatitude is less than or equal to 45.0",
 "DecimalLongitude is greater than or equal to -105.0",
 "DecimalLongitude is less than or equal to -100.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 171437 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059256-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpyt94
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chione californiensis, Chione allisoni, Chione californiensis durhami, Chione californiensis gealeyi, Chione californiensis peabodyi, Chione durhami, Chione gealeyi, Chione leucodon, Chione nuttalli, Chione succincta, Cytherea undatostriata, Venus californiensis, Venus leucodon, Venus nuttalli, Venus succincta)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 279 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059277-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13437143
title: Electrical impedance of food sensor recorded during cucumber spoilage

description: This data represents a measurement conducted using an impedance analyzer connected to our spoilage sensor, which was described in detail in our previously published paper: https://www.nature.com/articles/s43016-023-00750-9

The data includes four plots: resistance, capacitance, real and imaginary impedance

Data includes measurements from a cucumber piece in a petri dish placed next to our food spoil sensor. As the cucumber piece gets spoiled, impedance changes.
DOI: 10.5281/zenodo.13437144
title: Electrical impedance of food sensor recorded during cucumber spoilage

description: This data represents a measurement conducted using an impedance analyzer connected to our spoilage sensor, which was described in detail in our previously published paper: https://www.nature.com/articles/s43016-023-00750-9

The data includes four plots: resistance, capacitance, real and imaginary impedance

Data includes measurements from a cucumber piece in a petri dish placed next to our food spoil sensor. As the cucumber piece gets spoiled, impedance changes.
DOI: 10.15468/dl.ttph6f
title: Occurrence Download

description: A dataset containing 144737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-76.95493 20.50449,-46.21766 47.51236,-64.7576 73.38574,-135.01421 75.10613,-160.87255 73.66248,-175.99724 64.38327,-174.53356 48.49167,-159.89676 27.19273,-167.21516 6.79186,-96.41354 4.30375,-81.77675 -2.03439,-92.0225 9.62897,-76.95493 20.50449))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polistes"
 ]
}

 The dataset includes 144737 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059273-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17879512
title: Data upderpinning "Two-dimensional coherent spectroscopy of CoNb2O6"

description: With recent advances in terahertz (THz) sources and detection, two-dimensional coherent spectroscopy (2DCS),  which allows to probe nonlinear responses in a two-frequency plane, now reaches the meV regime relevant for quasiparticle excitations in magnetic materials. This opens a promising route to reveal many-body phenomena that evade linear-response probes, including quasiparticle interactions, fractionalized excitations, and modes forbidden by (dipolar) selection rules. To date, applications to quantum magnets are still emerging—most experiments have focused on classical magnets, and a solid demonstration in a quantum magnet has yet to be established.  Here we present a theoretical study of 2DCS in CoNb2O6, a quasi-one-dimensional Ising magnet that is believed to host fractionalized spinons which at low temperatures are confined by weak interchain coupling. Our analysis, which builds on an effective S=1/2 Hamiltonian that has been well constrained by inelastic neutron scattering and THz spectroscopy, is found to reveal unambiguous 2DCS signatures of spinon deconfinement above the low-temperature ordered phase. Using a four-spinon approximation, we track these 2DCS signatures by sequentially building a faithful microscopic model for CoNb2O6, starting from the exactly solvable one-dimensional transverse-field Ising model (1d-TFIM) and successively adding interactions to capture its key low-energy physics. In particular, adding a bond-dependent staggered YZ interaction to the 1d-TFIM already reproduces many key spectral features of the full material Hamiltonian. Within this TFIM+YZ model, we find a series of bound states, including a four-spinon bound state that is distinct from the familiar two-spinon bound states. We further find that introducing a confinement potential suppresses sharp spinon-echo features in the two-frequency space, which are thought to reflect an underlying continuum of fractionalized excitations. Our results provide concrete predictions and clear targets for future THz 2DCS experiments on CoNb2O6 and related quasi-one-dimensional quantum magnets.
DOI: 10.5281/zenodo.17879513
title: Data upderpinning "Two-dimensional coherent spectroscopy of CoNb2O6"

description: With recent advances in terahertz (THz) sources and detection, two-dimensional coherent spectroscopy (2DCS),  which allows to probe nonlinear responses in a two-frequency plane, now reaches the meV regime relevant for quasiparticle excitations in magnetic materials. This opens a promising route to reveal many-body phenomena that evade linear-response probes, including quasiparticle interactions, fractionalized excitations, and modes forbidden by (dipolar) selection rules. To date, applications to quantum magnets are still emerging—most experiments have focused on classical magnets, and a solid demonstration in a quantum magnet has yet to be established.  Here we present a theoretical study of 2DCS in CoNb2O6, a quasi-one-dimensional Ising magnet that is believed to host fractionalized spinons which at low temperatures are confined by weak interchain coupling. Our analysis, which builds on an effective S=1/2 Hamiltonian that has been well constrained by inelastic neutron scattering and THz spectroscopy, is found to reveal unambiguous 2DCS signatures of spinon deconfinement above the low-temperature ordered phase. Using a four-spinon approximation, we track these 2DCS signatures by sequentially building a faithful microscopic model for CoNb2O6, starting from the exactly solvable one-dimensional transverse-field Ising model (1d-TFIM) and successively adding interactions to capture its key low-energy physics. In particular, adding a bond-dependent staggered YZ interaction to the 1d-TFIM already reproduces many key spectral features of the full material Hamiltonian. Within this TFIM+YZ model, we find a series of bound states, including a four-spinon bound state that is distinct from the familiar two-spinon bound states. We further find that introducing a confinement potential suppresses sharp spinon-echo features in the two-frequency space, which are thought to reflect an underlying continuum of fractionalized excitations. Our results provide concrete predictions and clear targets for future THz 2DCS experiments on CoNb2O6 and related quasi-one-dimensional quantum magnets.
DOI: 10.15468/dl.te5k76
title: Occurrence Download

description: A dataset containing 1823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.05318 -36.79889,-73.05379 -36.79746,-73.0544 -36.79712,-73.05498 -36.79654,-73.0562 -36.7971,-73.05869 -36.79563,-73.05913 -36.79507,-73.0608 -36.79581,-73.06193 -36.79626,-73.06234 -36.79715,-73.05859 -36.79887,-73.05761 -36.79914,-73.05526 -36.79923,-73.05318 -36.79889))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1823 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059278-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14373343
title: ASAP CRN Cloud PMDBS bulk RNAseq Collection

description: We're excited to announce the v1.2.0 release of the Postmortem-derived Brain Sequencing bulk RNAseq Collection to the ASAP CRN Cloud as part of the v4.0.0 ASAP CRN Cloud Release.

There are four datasets in this collection as well as a cohort datasets of bulk RNAseq samples integrated across the individual Team contriubutions. 

Stay Tuned!