cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15003972
title: Comparative single-cell transcriptomic analyses of Drosophila central brains

description: Datasets and scripts for the comparative single-cell transcriptomic atlases of Drosophila central brains (D. melanogaster, D. simulans, and D. sechellia).

Drosophila_brain.zip: Expression matrices for three species (D. melanogaster, D. simulans, and D. sechellia).

Plots_Data: Input data for the plots (Plots.R)

Annotation_Homologous_celltype.zip: Input data for the homologous cell type annotation and validation (Fig S4s)

Scripts.zip: R scripts for plot generation and data analysis

Processed_Data: Various input files for scripts

FISH_DATA_scripts : FISH raw data and script for plots
DOI: 10.5281/zenodo.15016454
title: Comparative single-cell transcriptomic analyses of drosophilid central brains

description: Datasets and scripts for the comparative single-cell transcriptomic atlases of drosophilid central brains (D. melanogaster, D. simulans and D. sechellia)

Drosophila_brain.zip: Expression matrices for three species (D. melanogaster, D. simulans and D. sechellia)

Plots_Data.zip: Input data for the plots (Plots.R)

Annotation_Homologous_celltype.zip: Input data for the homologous cell type annotation and validation (Fig S4)

Scripts.zip: R scripts for plot generation and data analysis

Processed_Data.zip: Various input files for scripts

Histology_Quantifications.zip: Quantification data for FISH and immunostaining

Histology_Images.zip: Image files for FISH and immunostaining
DOI: 10.15468/dl.sum4bd
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudaletia sequax Franclemont, 1951",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 234 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006948-250310093411724/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.28589978
title: JSBM March 2025_Two Types of Embeddedness on Novelty

description: 300 Opportunities identified by Prolific Research Participants in Fall 2023 and February 2024 from Healthcare and Fishing industry. Separately each opportunity was evaluated by 2 industry experts for novelty via Prolific Research.
DOI: 10.15468/dl.ykvzr7
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuscopannaria praetermissa (Nyl.) P.M.Jørg."
 ]
}

 The dataset includes 3972 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006949-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/0a058f2f-09ce-4637-a22f-d30789c35ccd
title: Raw data underlying the publication: 'The Motion Of Catalytically Active Colloids Approaching A Surface'

description: We looked at the motion of catalytically active particles and studied the influence of salt concentration on the motion for colloids moving at different separation distances from a wall. This dataset consist of the particle traces (polystyrene of 4.5 micron in diameter, half-coated with 5 nm Pt/Pd) separated in three main folders.'microscope_without_acoustic_tweezers' consists of particle traces of 2D experiments, where the particles sedimented and moved parallel to the substrate. The different subfolders specify the fuel concentration (hydrogen peroxide) and the salt concentration (sodium chloride).'microscope_with_acoustic_tweezers' consists of particle traces of 3D experiments, where the particles where lifted using acoustic tweezers and propelled in 3D.'microscope_with_tilted_stage' consists of particle traces of 2D experiments, where the particles moved on a tilted substrate (the subfolders indicate the tilt angle with respect to the horizontal).
DOI: 10.4121/0a058f2f-09ce-4637-a22f-d30789c35ccd.v1
title: Raw data underlying the publication: 'The Motion Of Catalytically Active Colloids Approaching A Surface'

description: We looked at the motion of catalytically active particles and studied the influence of salt concentration on the motion for colloids moving at different separation distances from a wall. This dataset consist of the particle traces (polystyrene of 4.5 micron in diameter, half-coated with 5 nm Pt/Pd) separated in three main folders.'microscope_without_acoustic_tweezers' consists of particle traces of 2D experiments, where the particles sedimented and moved parallel to the substrate. The different subfolders specify the fuel concentration (hydrogen peroxide) and the salt concentration (sodium chloride).'microscope_with_acoustic_tweezers' consists of particle traces of 3D experiments, where the particles where lifted using acoustic tweezers and propelled in 3D.'microscope_with_tilted_stage' consists of particle traces of 2D experiments, where the particles moved on a tilted substrate (the subfolders indicate the tilt angle with respect to the horizontal).
DOI: 10.15468/dl.6jw6ts
title: Occurrence Download

description: A dataset containing 2174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagascea mollis Cav."
 ]
}

 The dataset includes 2174 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006952-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uc9q5
title: Occurrence Download

description: A dataset containing 4877 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alectoria nigricans (Ach.) Nyl."
 ]
}

 The dataset includes 4877 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006953-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/92328cc4e8dfb0706e5d930ccbc04420
title: Phenologies of the Tabonuco Forest trees and shrubs

description: These data are being used to, among other things, (1) determine the seasonality of flowering and fruiting in Tabonuco forest and test hypotheses concerning the causation of seasonality (or lack thereof), (2) test the effect of annual variation in rainfall and other climatic variables on seed and fruit production of individual species, and (3) compare the relative dispersal of species on the Luquillo Forest Dynamics Plot by applying information on the spatial distribution of canopy trees to the data on seed and fruit fall. These data also serve as background information on the flowering and fruiting of individual species.
 
 Support for this work was provided by grants BSR-8811902, DEB-9411973, DEB-9705814 , DEB-0080538, DEB-0218039 , DEB-0620910 , DEB-1239764, DEB-1546686, and DEB-1831952 from the National Science Foundation to the University of Puerto Rico as part of the Luquillo Long-Term Ecological Research Program. Additional support provided by the University of Puerto Rico and the International Institute of Tropical Forestry, USDA Forest Service.
DOI: 10.48432/axncil
title: LiDAR survey on 998 hectares in Serra do Mar, Ubatuba and São Luís do Paraitinga, São Paulo, Brasil in 2012.

description: The LiDAR data Parque Estadual da Serra do Mar (SDM_A01_2012_LiDAR) refers to the survey carried out in Serra do Mar State Park, São Paulo state, Brazil. The data were collected under the project Sustainable Landscapes, a project supported by the United States Agency for International Development (USAID) and US Department of State. The United States Forest Service working in collaboration with the Brazilian Agricultural Research Corporation (Embrapa) have made possible the provision of high accuracy LiDAR data aiming at developing new methods and generating knowledge in the field. This dataset contains: a. Classified LAS formatted point cloud data – compressed LAS files: LAZ format (vendor delivered); b. Digital Terrain Model (vendor delivered); c. Map of LiDAR coverage area and block boundaries;
DOI: 10.15468/dl.eevydn
title: Occurrence Download

description: A dataset containing 1112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gyalecta foveolaris (Ach.) Schaer."
 ]
}

 The dataset includes 1112 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006954-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpecu9
title: Occurrence Download

description: A dataset containing 1630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psallus haematodes (Gmelin, 1790)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1630 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006955-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/sau9qx
title: Hierarchical Co3O4 anode for high-performance Na-ion battery

description: In this work, we aimed to address the challenges of using Co₃O₄ as an anode material for sodium-ion batteries (SIBs), particularly its poor electrical conductivity, severe volume expansion during cycling, and significant irreversible capacity loss.To overcome the above challenges, we developed a hierarchical Co₃O₄ nanostructure using a two-step heating process (low-temperature preheating followed by high-temperature calcination) which resulted in an interconnected, porous network that significantly improved charge transport and buffered volume fluctuations and optimized the crystallinity of the material via enhancing the Co³⁺ states to improvise the electrochemical activity.The engineered electrode demonstrated a high reversible capacity (70% of the theoretical limit at 25 mA/g), excellent rate performance (123 mAh/g at 1 A/g), and stable cycling with 82% capacity retention after 250 cycles at 1 A/g. Further, the electrochemical impedance spectroscopy (EIS) has been performed, confirmed a significant reduction in charge transfer resistance (Rct), which facilitated better Na-ion kinetics.Further to understand the storage mechanism, in-situ Raman spectroscopy has employed, revealed a conversion-type Na-ion storage process. The ex-situ ToF-SIMS and TEM analysis has also performed that confirmed homogeneous Na-ion storage and structural integrity of the electrode after extensive cycling.In summary, by combining morphology engineering, crystallinity optimization, and detailed mechanistic studies, we have successfully developed a scalable and cost-effective Co₃O₄ anode with significantly improved electrochemical performance, making it a promising candidate for next-generation sodium-ion batteries.
DOI: 10.15468/dl.5y7jdk
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gyalecta peziza (Mont.) Anzi"
 ]
}

 The dataset includes 173 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006956-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9rrqj
title: Occurrence Download

description: A dataset containing 2914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypogymnia austerodes (Nyl.) Räsänen"
 ]
}

 The dataset includes 2914 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006959-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c34rzy
title: Occurrence Download

description: A dataset containing 32981 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parthenium hysterophorus L."
 ]
}

 The dataset includes 32981 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006957-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyxm87
title: Occurrence Download

description: A dataset containing 10535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pantherophis guttatus (Linnaeus, 1766)"
 ]
}

 The dataset includes 10535 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006958-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57955/65ddaf66-95f1-4609-85a1-2e48cda22f18
title: Multistatic RADAR Sensing for Activity Monitoring of Daily Living Simultaneously in Multiple Subjects

description: The dataset involves monitoring daily living activities simultaneously for multiple subjects in an office environment. Radiofrequency (RF) sensing was utilized to capture distinct fluctuations in channel state information resulting from both single and multiple activities. The data collection setup consists of one USRP device and two omnidirectional antennas. One omnidirectional antenna within the USRP (X300) functioned as the transmitter, while the other acted as the receiver. The USRP was connected to an All-in-One PC featuring an Intel(R) Core (TM) i7-7700 CPU operating at 2.45 GHz and equipped with 64 GB of RAM. LabVIEW enabled communication with the USRP device. The USRPs are based on the National Instrument (NI) X310/X300 models, linked to a single PC via 1G Ethernet connections, and include extended bandwidth daughterboard slots covering DC–6 GHz with up to 120 MHz of baseband bandwidth.
DOI: 10.15468/dl.tp7z44
title: Occurrence Download

description: A dataset containing 1081466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 50000",
 "Year is 2005",
 "DecimalLongitude is greater than or equal to 7.0",
 "DecimalLongitude is less than or equal to 15.5",
 "DecimalLatitude is greater than or equal to 54.5",
 "DecimalLatitude is less than or equal to 58.0"
 ]
}

 The dataset includes 1081466 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006946-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.png6xm
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Equus grevyi Oustalet, 1882"
 ]
}

 The dataset includes 731 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006961-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9xspu
title: Occurrence Download

description: A dataset containing 2439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pectis prostrata Cav."
 ]
}

 The dataset includes 2439 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006960-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kwb8c
title: Occurrence Download

description: A dataset containing 34374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 {
 "or" : [
 "Geometry POLYGON((-71.38077 -31.36877,-63.54026 -31.36877,-63.54026 -30.09518,-71.38077 -30.09518,-71.38077 -31.36877))",
 "Geometry POLYGON((-71.01045 -33.71497,-70.99895 -33.70005,-70.96754 -33.68916,-70.95168 -33.67393,-70.93614 -33.66709,-70.92836 -33.65527,-70.92899 -33.64501,-70.92339 -33.63164,-70.91064 -33.6164,-70.89665 -33.60335,-70.88763 -33.59091,-70.87644 -33.58065,-70.86524 -33.56883,-70.85405 -33.55577,-70.8441 -33.55142,-70.827 -33.55266,-70.81643 -33.55142,-70.8099 -33.54302,-70.82047 -33.54147,-70.83197 -33.54458,-70.84721 -33.54458,-70.86058 -33.54987,-70.8724 -33.56013,-70.89354 -33.585,-70.91499 -33.6049,-70.92899 -33.62293,-70.93925 -33.64377,-70.94018 -33.65403,-70.94111 -33.66118,-70.95448 -33.66709,-70.97345 -33.67517,-70.98931 -33.68419,-71.00299 -33.69041,-71.01543 -33.70005,-71.02382 -33.70471,-71.03097 -33.7072,-71.04434 -33.70969,-71.05771 -33.71248,-71.06953 -33.71217,-71.07108 -33.7299,-71.04652 -33.72772,-71.02942 -33.72337,-71.01636 -33.72337,-71.01045 -33.71497))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 34374 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093530-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvchgw
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protochromys fellowsi (Hinton, 1943)"
 ]
}

 The dataset includes 99 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014451-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oxfcvp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wolffia arrhiza var. australiana Benth."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091011-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5bvbd
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.37109 -58.04591,-69.60937 -58.50804,-30.05859 -57.10344,-29.9707 -56.97642,-32.16797 26.06419,-61.61133 25.66876,-103.79883 25.27202,-103.35937 20.00174,-103.00781 21.01786,-100.37109 -58.04591))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Desmodus rotundus (E.Geoffroy, 1810)",
 "Year 1970-2020"
 ]
}

 The dataset's 10 records were derived from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131780-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hacrpk
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Flaveria anomala B.L.Rob."
 ]
}

 The dataset includes 279 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014445-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hweogn
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplomys caniceps (Günther, 1877)",
 "Country is Colombia"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091128-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jff2z
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Attalea funifera Mart."
 ]
}

 The dataset's 1 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344862-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szxce2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudohydromys berniceae Helgen & L.Helgen, 2009"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014455-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k62bp3
title: Occurrence Download

description: A dataset containing 180969 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodium Desv."
 ]
}

 The dataset includes 180969 records from 736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120079-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgtz3h
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mytilicola intestinalis Steuer, 1902)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043395-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7n568
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Living Specimen, Occurrence evidence, Human Observation, Specimen, Machine Observation)",
 "GadmGid is ZAF",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ourebia ourebi (Zimmermann, 1783)"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074764-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj62jn
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothofagus pumilio (Poepp. & Endl.) Krasser"
 ]
}

 The dataset includes 477 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091731-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csqhtk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Limnonectes namiyei (Stejneger, 1901)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133737-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.