cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30148630.v3
title: Supplementary Material from "Enhanced Nitrogen Removal in Aqueous Solution by HNO<sub>3</sub> and NaOH Comodified Activated Carbon Fibers: Adsorption Performance and Mechanisms"

description: Nitrogen serves as an important driver of eutrophication in water bodies, with its excessive inputs posing considerable threats to aquatic ecosystems and human health. In order to remove nitrogen pollutants efficiently, activated carbon fibers (ACFs) were comodified with HNO<sub>3</sub> and NaOH to improve their adsorption performance in aqueous solution. Batch experiments on surface characteristics and adsorption effects on ammonia nitrogen (NH<sub>3</sub>-N) and total nitrogen (TN) were conducted to assess the adsorption performance and related mechanisms of modified ACFs (MACFs). The surface roughness of the MACFs was increased, and –OH, C=O and C=C double bonds, and Na<sup>+</sup> were loaded on their surfaces. Among the nine MACFs, ACF50-0.4, which was modified with 50% HNO<sub>3 </sub>and 0.4% NaOH, achieved the highest adsorption capacity and removal rate of the nitrogen pollutants. Its adsorption effect could be maximized and a high removal rate could be achieved at the dose of 1.0 g/L; initial NH<sub>3</sub>-N and TN concentrations of 15 and 25 mg/L, respectively; pH of 7; and temperature of 25 °C. Moreover, the nitrogen adsorption mode was multilayer heterogeneous surface adsorption, which was spontaneous, endothermic, and dominated by chemisorption. The main adsorption mechanisms of MACFs included surface adsorption, electrostatic attraction, ligand and ion exchange.
DOI: 10.15468/dl.2tpqs8
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis fimbriatus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019293-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfrgvh
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019296-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17122917
title: Live cell imaging of MCF10A cells treated with OSM, IFNG, or EGF, under siRNA knockdown of 14 genes - Replicate 1

description: This dataset contains live cell imaging of MCF10A mammary epithelial cells subjected to cytokine treatment and siRNA-mediated gene knockdown. MCF10A cells were cultured in DMEM/F12 growth medium supplemented with horse serum, hydrocortisone, cholera toxin, insulin, and EGF, then transitioned to growth factor-free medium prior to treatment. Cells were treated with either Oncostatin M (10 ng/mL), Interferon-gamma plus EGF (IFNG 20 ng/mL + EGF 10 ng/mL), or EGF alone (10 ng/mL).

For gene perturbations, siRNA knockdowns targeting 14 candidate regulators were performed using Lipofectamine RNAiMAX-mediated reverse transfection. Knockdown efficency was assessed functionally through phenotypic readouts. Following siRNA transfection and ligand treatment, cells were imaged using the Incucyte S3 microscope for 48 hours, with images acquired every 30 minutes. Fixed-cell immunofluorescent imaging was performed after 48 hours of ligand treatment. Cells were fixed in 4% formaldehyde, permeabilized, and blocked prior to staining with primary conjugated antibodies for B-Catenin and DAPI counterstaining. Imaging was performed using the InCell 6000 platform.

This dataset includes raw imaging data cross all conditions (ligand treatments and siRNA knockdowns), enabling the study of cytokine-incuded collective cell migration and phenotypic transitions in mammary epithelial cells. An excel table is included with Well metadata. IF imaging and live cell imaging of the other replicates are available at the linked related Zenodo repositories.
DOI: 10.5281/zenodo.17122918
title: Live cell imaging of MCF10A cells treated with OSM, IFNG, or EGF, under siRNA knockdown of 14 genes - Replicate 1

description: This dataset contains live cell imaging of MCF10A mammary epithelial cells subjected to cytokine treatment and siRNA-mediated gene knockdown. MCF10A cells were cultured in DMEM/F12 growth medium supplemented with horse serum, hydrocortisone, cholera toxin, insulin, and EGF, then transitioned to growth factor-free medium prior to treatment. Cells were treated with either Oncostatin M (10 ng/mL), Interferon-gamma plus EGF (IFNG 20 ng/mL + EGF 10 ng/mL), or EGF alone (10 ng/mL).

For gene perturbations, siRNA knockdowns targeting 14 candidate regulators were performed using Lipofectamine RNAiMAX-mediated reverse transfection. Knockdown efficency was assessed functionally through phenotypic readouts. Following siRNA transfection and ligand treatment, cells were imaged using the Incucyte S3 microscope for 48 hours, with images acquired every 30 minutes. Fixed-cell immunofluorescent imaging was performed after 48 hours of ligand treatment. Cells were fixed in 4% formaldehyde, permeabilized, and blocked prior to staining with primary conjugated antibodies for B-Catenin and DAPI counterstaining. Imaging was performed using the InCell 6000 platform.

This dataset includes raw imaging data cross all conditions (ligand treatments and siRNA knockdowns), enabling the study of cytokine-incuded collective cell migration and phenotypic transitions in mammary epithelial cells. An excel table is included with Well metadata. IF imaging and live cell imaging of the other replicates are available at the linked related Zenodo repositories.
DOI: 10.15468/dl.c34gnq
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019297-250914085247600/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/13110595
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.76jqjn
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetodon trichrous"
 ]
}

 The dataset includes 161 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019298-250914085247600/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.30166300
title: Modelo 3D — Corredor Ecológico da Serra Geral de Santa Catarina (CESG-SC) / Reserva Araponga

description: O <b>Corredor Ecológico da Serra Geral de Santa Catarina (CESG-SC)</b> é uma iniciativa pioneira no Estado, concebida como um grande território de produção de natureza e exemplo prático de <b>Economia Reparadora</b>. Seu propósito é articular biodiversidade, sociedade e desenvolvimento sustentável, alinhando-se diretamente à <b>Década de Restauração de Ecossistemas da ONU</b>.O projeto teve início em 2022, com a participação de produtores rurais, empresas, universidades, governos municipais e estaduais, além de organizações da sociedade civil. Essa rede de cooperação é regida por uma carta de princípios assinada em <b>31 de janeiro de 2022</b>, que estabelece compromissos comuns de conservação e uso sustentável dos recursos naturais.A iniciativa conta com o apoio da <b>Reserva Araponga</b> e do <b>MEDIARE</b>, que atuam na mediação e facilitação de diálogos, no mapeamento participativo, na construção coletiva de estratégias e no fortalecimento da governança. Em dezembro de 2022, por meio do <b>Decreto Estadual nº 2.367/2022</b>, o corredor foi oficialmente reconhecido e ampliado, passando a abranger <b>1.519 km de extensão e 46 municípios catarinenses</b>, consolidando-se como um dos maiores corredores de biodiversidade do sul do Brasil.Entre seus principais objetivos estão a proteção de <b>mananciais de água</b>, a <b>conservação da fauna e flora</b>, a <b>recuperação de áreas degradadas</b> e o fortalecimento de <b>práticas produtivas sustentáveis</b>. O corredor também se destaca pelo compromisso com a <b>educação ambiental</b>, buscando levar às escolas, comunidades e diferentes públicos a consciência sobre a importância da preservação ambiental.O modelo 3D aqui disponibilizado, em formato <b>STL</b>, tem como título:<br><b>“Corredor Ecológico da Serra Geral de Santa Catarina – CESG SC”</b>.Este modelo integra uma <b>proposta de material interpretativo da área</b>, desenvolvido por <b>estudantes do curso de Gestão Ambiental do IFSC Garopaba</b> em parceria com o curso de <b>Geografia da UDESC</b>, e reproduzido no <b>Laboratório de Geoprocessamento (GeoLab/UDESC)</b>. A iniciativa busca unir ciência, ensino e extensão, oferecendo recursos que aproximam o público acadêmico, comunitário e institucional da realidade do corredor.Ao proporcionar uma representação física do território, o modelo contribui para:Tornar visíveis os desafios da fragmentação de habitats;Apoiar o planejamento de restauração e conservação;Estimular a participação comunitária;Servir como recurso didático em escolas, universidades e centros de pesquisa;Incentivar práticas de <b>geoconservação</b> e <b>geoturismo</b> como alternativas de desenvolvimento local.O Corredor Ecológico da Serra Geral de Santa Catarina é, portanto, mais do que uma iniciativa ambiental: trata-se de uma estratégia de futuro, onde o equilíbrio entre sociedade e natureza é cultivado de forma coletiva e permanente. O modelo 3D é parte desse esforço, funcionando como uma ponte entre ciência, educação e ação comunitária.
DOI: 10.6084/m9.figshare.30166300.v1
title: Modelo 3D — Corredor Ecológico da Serra Geral de Santa Catarina (CESG-SC) / Reserva Araponga

description: O <b>Corredor Ecológico da Serra Geral de Santa Catarina (CESG-SC)</b> é uma iniciativa pioneira no Estado, concebida como um grande território de produção de natureza e exemplo prático de <b>Economia Reparadora</b>. Seu propósito é articular biodiversidade, sociedade e desenvolvimento sustentável, alinhando-se diretamente à <b>Década de Restauração de Ecossistemas da ONU</b>.O projeto teve início em 2022, com a participação de produtores rurais, empresas, universidades, governos municipais e estaduais, além de organizações da sociedade civil. Essa rede de cooperação é regida por uma carta de princípios assinada em <b>31 de janeiro de 2022</b>, que estabelece compromissos comuns de conservação e uso sustentável dos recursos naturais.A iniciativa conta com o apoio da <b>Reserva Araponga</b> e do <b>MEDIARE</b>, que atuam na mediação e facilitação de diálogos, no mapeamento participativo, na construção coletiva de estratégias e no fortalecimento da governança. Em dezembro de 2022, por meio do <b>Decreto Estadual nº 2.367/2022</b>, o corredor foi oficialmente reconhecido e ampliado, passando a abranger <b>1.519 km de extensão e 46 municípios catarinenses</b>, consolidando-se como um dos maiores corredores de biodiversidade do sul do Brasil.Entre seus principais objetivos estão a proteção de <b>mananciais de água</b>, a <b>conservação da fauna e flora</b>, a <b>recuperação de áreas degradadas</b> e o fortalecimento de <b>práticas produtivas sustentáveis</b>. O corredor também se destaca pelo compromisso com a <b>educação ambiental</b>, buscando levar às escolas, comunidades e diferentes públicos a consciência sobre a importância da preservação ambiental.O modelo 3D aqui disponibilizado, em formato <b>STL</b>, tem como título:<br><b>“Corredor Ecológico da Serra Geral de Santa Catarina – CESG SC”</b>.Este modelo integra uma <b>proposta de material interpretativo da área</b>, desenvolvido por <b>estudantes do curso de Gestão Ambiental do IFSC Garopaba</b> em parceria com o curso de <b>Geografia da UDESC</b>, e reproduzido no <b>Laboratório de Geoprocessamento (GeoLab/UDESC)</b>. A iniciativa busca unir ciência, ensino e extensão, oferecendo recursos que aproximam o público acadêmico, comunitário e institucional da realidade do corredor.Ao proporcionar uma representação física do território, o modelo contribui para:Tornar visíveis os desafios da fragmentação de habitats;Apoiar o planejamento de restauração e conservação;Estimular a participação comunitária;Servir como recurso didático em escolas, universidades e centros de pesquisa;Incentivar práticas de <b>geoconservação</b> e <b>geoturismo</b> como alternativas de desenvolvimento local.O Corredor Ecológico da Serra Geral de Santa Catarina é, portanto, mais do que uma iniciativa ambiental: trata-se de uma estratégia de futuro, onde o equilíbrio entre sociedade e natureza é cultivado de forma coletiva e permanente. O modelo 3D é parte desse esforço, funcionando como uma ponte entre ciência, educação e ação comunitária.
DOI: 10.15468/dl.48x2rm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Icacinales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019299-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tpn4d
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spondylus violacescens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019300-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17161374
title: Felt reports for the 1912-07-07 Ms 7.2 central Alaska earthquake

description: This collection contains two pdf files. The first documents felt reports for the July 7, 1912, earthquake that occurred in the Denali region of central Alaska. The second shows how these felt reports are used to estimate macroseismic epicenters of the 1912 earthquake. This collection supports a manuscript submitted to Bulletin of the Seismological Society of America.
DOI: 10.15468/dl.48jvs3
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis formosus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 319 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019301-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzgcjv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019302-250914085247600/datasets/export for details.
DOI: 10.25574/26987
title: Chandra X-ray Observatory ObsId 26987

description: AO-24 Calibration Observations of E0102-72
DOI: 10.25574/26988
title: Chandra X-ray Observatory ObsId 26988

description: AO-24 Calibration Observations of E0102-72
DOI: 10.25574/26989
title: Chandra X-ray Observatory ObsId 26989

description: AO-24 Calibration Observations of E0102-72
DOI: 10.25574/27795
title: Chandra X-ray Observatory ObsId 27795

description: Stellar activity with TESS and Chandra
DOI: 10.15468/dl.3hr4ae
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019303-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ke6cu2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Picramniales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019304-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntahc7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apolymetis meyeri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019305-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wezr75
title: Occurrence Download

description: A dataset containing 916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Specimen, Occurrence evidence)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus oleoides"
 ]
}

 The dataset includes 916 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019306-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6twrp
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis rufoniger",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019307-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/3anly1
title: Practice_abstract_Legacy_stakeholders.pdf

description: :unav
DOI: 10.57745/s1vygm
title: Participatory methods for working with stakeholders in a Living Lab

description: Practice Abstract - Participatory methods for working with stakeholders in a Living Lab
DOI: 10.15468/dl.5r3fam
title: Occurrence Download

description: A dataset containing 27 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 Dreissena rostriformis"
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019308-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17107580
title: The velocity field of the Scorpius-Centaurus OB association

description: General information

The maps in this record are the posterior mean and standard deviations for the stellar velocity field of Sco-Cen as published in Hutschenreuter et al. (https://arxiv.org/abs/2509.13607)

Please note that these files are preliminary and might be updated upon acceptance of the above preprint! 

The latent samples and computational model will be published here upon acceptance of the manuscript.  This will also allow the calculation of power spectrum and noise estimation posterior.

Illustrations of the maps can be found at https://shutsch.github.io/sco_cen_data.html.

File Description

The maps are published in hdf5 format, see https://docs.h5py.org/en/stable/index.html for details. 

All quantities are expressed in heliocentric Galactic Cartesian coordinates x, y, z on a 70 × 70 ×50 grid with voxel size 3^3 pc^3, anchored at (x_o, y_o, z_o) = (−5, −190, −65) pc. Vector fields will have the shape (3, 70, 70, 50), scalar fields (70, 70, 50).

The velocity fields are expressed in km/s the barycentric reference frame, in order to a convert to a Sco-Cen frame subtract the field with (v_x,sc, v_y,sc, v_z,sc) = (−6.2, −20.0, −5.4) km/s. 

The derivative fields are reference frame independent and in units of 1/Myr.

The flow related files contains two hdf5-data sets called mean and std, containing the posterior mean and standard deviation, respectively. 

Additionally, we publish boolean stellar density based masks, which we use as a proxy for the boundary of Sco-Cen.  See the paper for a detailed description on their definition.

Summary



main field:



v_field_main.h5: Containg the maps of the main velocity field  

divergence_main.h5: Containg the maps of the main divergence field  

vorticity_main.h5: Containg the maps of the main vorticity field  

density_mask_main: Containing the boolean mask for the main field



secondary field:



v_field_us.h5: Containg the maps of the secondary velocity field  

divergence_us.h5: Containg the maps of the secondary divergence field  

vorticity_us.h5: Containg the maps of the secondary vorticity field  

density_mask_us: Containing the boolean mask for the secondary field