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

description: A dataset containing 5153640 species occurrences available in GBIF matching the query:
{
 "or" : [
 "Country is Myanmar",
 "Country is Singapore",
 "Country is Thailand",
 "Country is Lao People’s Democratic Republic",
 "Country is Philippines",
 "Country is Viet Nam",
 "Country is Indonesia",
 "Country is Brunei Darussalam",
 "Country is Malaysia",
 "Country is Cambodia"
 ]
}

 The dataset includes 5153640 records from 1269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062600-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezdqx8
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.457767636107525 44.108798859332126,4.463413714801326 44.108798859332126,4.463413714801326 44.114444938025926,4.457767636107525 44.114444938025926,4.457767636107525 44.108798859332126))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033472-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24414/rob-gnss-doel00bel
title: GNSS data of DOEL00BEL, Doel, Belgium

description: Permanent GNSS station dataset as daily RINEX files
DOI: 10.15468/dl.3j8y79
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudosymblepharis duriuscula (Mitt.) P.C.Chen"
 ]
}

 The dataset includes 55 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033473-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/3792
title: human-ai-parallel-corpus-biber
DOI: 10.5281/zenodo.14438500
title: Speech_Representation_Project_Data_Annotated

description: This typological dataset was collected within the project "Language emerging from human sociality: the case of speech representation", funded by the University of Helsinki (2018-2022, PI Stef Spronck), and serves as the basis data for the Doctoral Thesis "Conventionalized Inferred Meanings of Reported Speech Constructions: A Crosslinguistic Analysis" Daniela Casartelli (in preparation)The dataset was annotated using the R extension package RQDA for qualitative analysis, and is fully accessible within the R environment and its RQDA extension package. Please find a full description of the dataset below.
description: Here I would like to give a bit more insight in short how the sample was sampled, the coding scheme applied throughout the data set, and the full list of 100 languages therein with the corresponding bibliography.
DOI: 10.15468/dl.ugfdjg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum intricatum Seidenf."
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033474-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/3793
title: human-ai-parallel-corpus-spacy
DOI: 10.25810/75cz-4r70
title: FIRED Cyprus Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for CYPRUS from November 2000  to August 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.15468/cbyvp7
title: Projeto Conexão Mata Atlântica - Monitoramento Ecossistêmico - Fauna e Flora - São Paulo - Campanha 01

description: Projeto Conexão Mata Atlântica - Monitoramento Ecossistêmico - Fauna e Flora - São Paulo - Campanha 01 (2021).
O Projeto Conexão Mata Atlântica - Recuperação de Serviços de Clima e Biodiversidade no Corredor Sudeste da Mata Atlântica Brasileira - é uma iniciativa do governo federal, por meio do Ministério da Ciência, Tecnologia e Inovações (MCTI), e dos governos dos estados de São Paulo, Minas Gerais e Rio de Janeiro, com apoio técnico e financeiro do GEF/BID. Tem como objetivo recuperar e preservar serviços ecossistêmicos associados à biodiversidade e captura de carbono da floresta, a partir de uma abordagem de manejo sustentável da paisagem na região da bacia do rio Paraíba do Sul. Atua na promoção de atividades de restauração ecológica de florestas nativas e regeneração natural, com benefícios de captura e manutenção de estoques de carbono relacionados ao uso da terra, mudança do uso do solo e silvicultura, para incremento da biodiversidade.
DOI: 10.15468/dl.we445p
title: Occurrence Download

description: A dataset containing 726 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 Aedeomyia squamipennis (Lynch Arribálzaga, 1878)"
 ]
}

 The dataset includes 726 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033475-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssd79a
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reimersia inconspicua (Griff.) P.C.Chen"
 ]
}

 The dataset includes 75 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033476-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/3794
title: coca-ai-parallel-corpus-biber
DOI: 10.15468/dl.qvqh2t
title: Occurrence Download

description: A dataset containing 9995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Bombus morio (Swederus, 1787), Apis morio Swederus, 1787, Bombus carbonarius Handlirsch, 1888, Bombus kohli Cockerell, 1906, Bombus velutinus Illiger, 1806, Bombus violaceus Lepeletier, 1836, Bombus violaceus brunnescens Friese, 1931)"
 ]
}

 The dataset includes 9995 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033477-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-dc-2007330151
title: High-resolution x-ray diffraction study of the kagome metal Fe3Sn2

description: High-resolution x-ray diffraction data have been collected on the polycrystalline sample of Fe3Sn2 across its spin-reorientation transition
DOI: 10.15468/dl.z4usd9
title: Occurrence Download

description: A dataset containing 1170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scopelophila cataractae (Mitt.) Broth."
 ]
}

 The dataset includes 1170 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033478-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwnbxk
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-141.1288 60.96467,-137.91879 59.50736,-127.50101 60.15724,-130.47471 63.38695,-140.51831 65.67138,-141.1288 60.96467))",
 "OccurrenceStatus is Present",
 "TaxonKey is Grammotaulius interrogationis (Zetterstedt, 1840)"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033479-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94qmrf
title: Occurrence Download

description: A dataset containing 2905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((31.37018 30.19237,33.41977 19.95744,42.59414 11.51149,45.13174 13.32242,36.83576 29.76967,31.37018 30.19237))",
 "HasGeospatialIssue is false",
 "TaxonKey is Annelida"
 ]
}

 The dataset includes 2905 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033480-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvwwwg
title: Occurrence Download

description: A dataset containing 1278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scopelophila ligulata (Spruce) Spruce"
 ]
}

 The dataset includes 1278 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033482-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45w9g3
title: Occurrence Download

description: A dataset containing 5136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Portugal, Spain)",
 "DatasetKey is one of (EDP Foz Tua: Amphibians - Ecological Monitoring Program [2010-2017], EDP Foz Tua: Amphibians - Complementary Studies [2009-2010], EDP Baixo Sabor: Herpetology – Baseline Studies [2009], EDP Baixo Sabor: Herpetofauna (Amphibians) - Compensatory Measures Program (MC2 and MC10): Exploration Phase (2015-2020)., Atlas of Amphibians and Reptiles of Portugal, Ministerio de Medio Ambiente, y Medio Rural y Marino. Dirección General de Medio Natural y Política Forestal. Inventario Nacional de Biodiversidad 2007, Anfibios)",
 "TaxonKey is Salamandra salamandra (Linnaeus, 1758)",
 "Year 1000-2024"
 ]
}

 The dataset includes 5136 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033483-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ugh2r
title: Occurrence Download

description: A dataset containing 55873 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 Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset includes 55873 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033481-241126133413365/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/10192071
title: Mahanagar Yatayat Transport Dataset
DOI: 10.5281/zenodo.14442088
title: Computational modeling reveals biological mechanisms underlying the whisker-flick EEG

description: This repository contains postprocessed data used in the paper "Computational modeling reveals biological mechanisms underlyingthe whisker-flick EEG" by Tharayil et al.

The tar files `original.tar.gz`, `disconnected.tar.gz`, and `rewired.tar.gz` contain the simulation configuration files used to produce the data in that paper. The file `original.tar.gz` contains the simulations using the unmodified circuit. The file `disconnected.tar.gz` contrains the simulations using the same circuit, but which isolate the contributions of specific presynaptic populations by removing most internal connectivity and playing in a portion of the spikes from the original simulation, as described in the paper. The file `rewired.tar.gz` contains all of the simulations using the Schneider-Mizell connectome.

The tar file `spikesWithPopulationsRemoved.tar.gz` contains the spike files, excluding spikes from specififed populations, which are replayed into the disconnected simulations (using both the original and Schneider-Mizell circuits) to isolate the contributions of specific populations.

The simulations described in the previous paragraph can also be found on our Github repo, along with a fill description of the directory structure. However, unlike the Github repo, the tar files also contain spiking outputs (`spikes.h5` files in the `reporitng` subfolders) and postprocessed EEG signals. In each simulation folder, the `pkls/` subfolder contains several `.pkl` files, each of which stores the summed contribution to the EEG for all cells of a particular type. By cloning the github repo and copying the `spikes.h5` files and the `pkls/` subfolders into the corresponding locations in the Github repo, the figures in the paper can be reproduced without rerunning the simulations.

As described in the Github repo, running the simulations requires a "coefficients file", which the CoreNEURON simulation engine uses to calculate EEG signals at run-time. These files are generated using the BlueRecording package. The tar files `originalCoeffFiles.tar.gz` and `rewiredCoeffFiles.tar.gz` contain the coefficient files used to calculate the EEG signals from the original and the Schneider-Mizell connectomes, respectively.  By copying these files into the locations indicated in the ReadMe of the Github repo, the step entitled `Generating the EEG weights files` in the ReadMe can be skipped.

If you do wish to generate the coefficients files manually, instructions are available in the Github repo. The file `EEG_Lambda.h5` is used to generate the coefficients file for recordings with a reference electrode over the lambda point. The corresponding file to generate the coefficients for recordings with a reference electrode over the S1HL is the file `EEG.h5`, available here.
DOI: 10.5281/zenodo.14442089
title: Computational modeling reveals biological mechanisms underlying the whisker-flick EEG

description: This repository contains postprocessed data used in the paper "Computational modeling reveals biological mechanisms underlyingthe whisker-flick EEG" by Tharayil et al.

The tar files `original.tar.gz`, `disconnected.tar.gz`, and `rewired.tar.gz` contain the simulation configuration files used to produce the data in that paper. The file `original.tar.gz` contains the simulations using the unmodified circuit. The file `disconnected.tar.gz` contrains the simulations using the same circuit, but which isolate the contributions of specific presynaptic populations by removing most internal connectivity and playing in a portion of the spikes from the original simulation, as described in the paper. The file `rewired.tar.gz` contains all of the simulations using the Schneider-Mizell connectome.

The tar file `spikesWithPopulationsRemoved.tar.gz` contains the spike files, excluding spikes from specififed populations, which are replayed into the disconnected simulations (using both the original and Schneider-Mizell circuits) to isolate the contributions of specific populations.

The simulations described in the previous paragraph can also be found on our Github repo, along with a fill description of the directory structure. However, unlike the Github repo, the tar files also contain spiking outputs (`spikes.h5` files in the `reporitng` subfolders) and postprocessed EEG signals. In each simulation folder, the `pkls/` subfolder contains several `.pkl` files, each of which stores the summed contribution to the EEG for all cells of a particular type. By cloning the github repo and copying the `spikes.h5` files and the `pkls/` subfolders into the corresponding locations in the Github repo, the figures in the paper can be reproduced without rerunning the simulations.

As described in the Github repo, running the simulations requires a "coefficients file", which the CoreNEURON simulation engine uses to calculate EEG signals at run-time. These files are generated using the BlueRecording package. The tar files `originalCoeffFiles.tar.gz` and `rewiredCoeffFiles.tar.gz` contain the coefficient files used to calculate the EEG signals from the original and the Schneider-Mizell connectomes, respectively.  By copying these files into the locations indicated in the ReadMe of the Github repo, the step entitled `Generating the EEG weights files` in the ReadMe can be skipped.

If you do wish to generate the coefficients files manually, instructions are available in the Github repo. The file `EEG_Lambda.h5` is used to generate the coefficients file for recordings with a reference electrode over the lambda point. The corresponding file to generate the coefficients for recordings with a reference electrode over the S1HL is the file `EEG.h5`, available here.
DOI: 10.15468/dl.barnew
title: Occurrence Download

description: A dataset containing 46107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.08068 45.26576,7.4289 45.26576,7.4289 45.38805,7.08068 45.38805,7.08068 45.26576))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 46107 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033484-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.834fpc
title: Occurrence Download

description: A dataset containing 1625 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stegonia latifolia (Schwägr.) Venturi ex Broth."
 ]
}

 The dataset includes 1625 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033485-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/67gg-4h76
title: FIRED Cambodia Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for CAMBODIA from November 2000  to July 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.15468/dl.wbhcqf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acianthera amaralii (Pabst) F.Barros & L.R.S.Guim."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033486-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgpb4r
title: Occurrence Download

description: A dataset containing 10387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Peperomia Ruiz & Pav."
 ]
}

 The dataset includes 10387 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033487-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxxjg8
title: Occurrence Download

description: A dataset containing 1909 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Timmiella anomala (Bruch & Schimp.) Limpr."
 ]
}

 The dataset includes 1909 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033488-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11175476
title: Data sets, code, figures for Sensing force gradients with cavity optomechanics while evading backaction

description: The directory contains data sets, code and figures for the research article Sensing force gradients with cavity optomechanics while evading backaction.
DOI: 10.5281/zenodo.11175475
title: Data sets, code, figures for Sensing force gradients with cavity optomechanics while evading backaction

description: The directory contains data sets, code and figures for the published version of the research article Sensing force gradients with cavity optomechanics while evading backaction.
DOI: 10.5281/zenodo.14448789
title: Data sets, code, figures for Sensing force gradients with cavity optomechanics while evading backaction

description: The directory contains data sets, code and figures for the published version of the research article Sensing force gradients with cavity optomechanics while evading backaction.
DOI: 10.7266/5pjhp3nh
title: Unemployment statistics for various counties within the Gulf of Mexico, California, Nevada, and New Jersey, from 2000 to 2022
DOI: 10.15468/dl.n9adgk
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Timmiella diminuta (Müll.Hal.) P.C.Chen"
 ]
}

 The dataset includes 95 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033490-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14362022
title: Data for 'Solid Effect Dynamic Nuclear Polarization Enhancement of >500 at 9.4 T'

description: This data is associated with the publication "Solid Effect Dynamic Nuclear Polarization Enhancement of >500 at 9.4 T" and contains the NMR raw data discussed in the publication.