cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6v5qe4
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trochilus scitulus (Brewster & Bangs, 1901), Trochilus scintilla Gould, 1851)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012029-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f59bq2
title: Occurrence Download

description: A dataset containing 5639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-9.5 36,0.3 36,0.3 38.8,-9.5 38.8,-9.5 36))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calandrella rufescens (Vieillot, 1819)",
 "Year 1985-2023"
 ]
}

 The dataset includes 5639 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088555-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq87kj
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Laggera alata Nanth., Laggera alata (D.Don) Sch.Bip. ex Oliv., Laggera alata (D.Don) Sch.Bip.)"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029136-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwfpau
title: Occurrence Download

description: A dataset containing 4697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apalone ferox (Schneider, 1783))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4697 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026113-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzqt8g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anathallis smaragdina (Luer) Pridgeon & M.W.Chase"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029139-230224095556074/datasets/export for details.
DOI: 10.15468/dl.55kyjr
title: Occurrence Download

description: A dataset containing 11372 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium paniculatum L."
 ]
}

 The dataset includes 11372 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012024-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewedjt
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa sudicola Edgar"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088556-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mff7fv
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara L."
 ]
}

 The dataset includes 278 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026110-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xhwth
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis soratana (Rchb.f.) Karremans"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029142-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnmh7z
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla volgarica Juz."
 ]
}

 The dataset includes 29 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094163-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpmmwj
title: Occurrence Download

description: A dataset containing 8937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trochilus polytmus Linnaeus, 1758, Trochalus politus Moser, 1919)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8937 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012025-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9p6j8e
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atractus titanicus Passos, Fernandes & Lynch, 2009)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026122-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5cdj6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoregelia richteri W.Weber"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046498-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vze3x7
title: Occurrence Download

description: A dataset containing 20860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myiagra nana (Gould, 1870))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20860 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012026-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phssrm
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Genoplesium pumilum (Hook.f.) D.L.Jones & M.A.Clem."
 ]
}

 The dataset includes 627 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094314-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byqpkc
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gonyosoma jansenii (Bleeker, 1859))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026125-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncqxhd
title: Occurrence Download

description: A dataset containing 21558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Cerastium pumilum Curtis"
 ]
}

 The dataset includes 21558 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029148-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gva8b
title: Occurrence Download

description: A dataset containing 27258942 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mexico"
 ]
}

 The dataset includes 27258942 records from 3965 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099606-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uhsse
title: Occurrence Download

description: A dataset containing 1208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Racomitrium aciculare)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 1208 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024742-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aepc32
title: Occurrence Download

description: A dataset containing 47 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Neobouteloua lophostachya"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024743-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18135376
title: FAST: Filamentous Actin Segmentation Tool for quantifying cytoskeletal organization

description: We developed Filamentous Actin Segmentation Tool (FAST), that leverages deep learning and antibody assisted labeling to segment and quantify actin structures from optical microscopy images. This is the dataset that was used to develop and test the tool

 

Dataset Description:

`train_data` contains the images used for training the model where `images` subdirectory contains the images used in training the model, `predicted_masks` are predictions from the model post training, and `ground_truth_masks` contains corresponding ground truth masks.

`test_data`contains the images used for evaluating the model where `images` sub-directory contains the images that are not used in training the model, `predicted_masks` are predictions from the model post training, and `ground_truth_masks` contains corresponding ground truth masks.

`alternate_cells/llcpk1` contains the images from LLC-PK1 cells used for evaluating the model where `images` sub-directory contain the images, `predicted_masks` are predictions from the model post training, and `ground_truth_masks` contains corresponding ground truth masks.

`alternate_cells/3t3` contains the images from NIH-3T3 cells used for evaluating the model where `images` sub-directory contain the images, `predicted_masks` are predictions from the model post training, and `ground_truth_masks` contains corresponding ground truth masks.

`lifeact_3t3` contains the images from NIH-3T3 fibroblasts expressing LifeAct-GFP used for evaluating the model where `control_dmso_images` subdirectory contain the images from vehicle control DMSO, `control_dmso_predicted_masks` are model predictions for corresponding images, `rock_inhibitor_images` subdirectory contain the images from cells treated with ROCK inhibitor Y-27632, and `rock_inhibitor_predicted_masks` are model predictions for corresponding images.
DOI: 10.3886/icpsr35457
title: Survey of Consumer Attitudes and Behavior, May 2012
title: Archival Version

description: The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter. The surveys conducted in 2012 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning. Other topics in this series typically include ownership, lease, and use of automobiles, respondents' use of personal computers at home and in the office, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
description: The purpose of this survey series is to forecast changes in aggregate consumer behavior.
description: The data are not weighted. This collection contains four weight variables; WT (HOUSEHOLD HEAD WEIGHT), WT_HH (HOUSEHOLD WEIGHT), WT_ADHD (ADULT HEAD WEIGHT), and WT_AD (ADULT WEIGHT) that must be used in any analysis. For more information on weights and sampling please visit the Surveys of Consumers Web site and refer to the documentation on Sample Design, and the section on Sample Weights.
description: National sample of dwelling units selected by area probability sampling.
description: Datasets: DS1: Survey of Consumer Attitudes and Behavior, May 2012
description: Persons aged 18 years or older living in households with telephones within the United States. Smallest Geographic Unit: Region
description: computer-assisted telephone interview (CATI)Information on the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations and how they were created can be found in the ICPSR Codebook.Additional information on the Surveys of Consumers can be found by visiting the Surveys of Consumers Web site.
DOI: 10.3535/apa-jvx-p1l
title: Campomanesia sessiliflora var. bullata (Barb. Rodr.) Landrum

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mc6-04z-fwk
title: Mimosa uliginosa Chodat & Hassl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bg9-9aa-sqs
title: Mimosa maracayuensis Chodat & Hassl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr35458
title: Survey of Consumer Attitudes and Behavior, June 2012
title: Archival Version

description: The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter. The surveys conducted in 2012 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing homes, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, and retirement planning. Other topics in this series typically include ownership, lease, and use of automobiles, respondents' use of personal computers at home and in the office, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
description: The purpose of this survey series is to forecast changes in aggregate consumer behavior.
description: The data are not weighted. This collection contains four weight variables; WT (HOUSEHOLD HEAD WEIGHT), WT_HH (HOUSEHOLD WEIGHT), WT_ADHD (ADULT HEAD WEIGHT), and WT_AD (ADULT WEIGHT) that must be used in any analysis. For more information on weights and sampling please visit the Surveys of Consumers Web site and refer to the documentation on Sample Design and the section on Sample Weights.
description: National sample of dwelling units selected by area probability sampling.
description: Datasets: DS1: Survey of Consumer Attitudes and Behavior, June 2012
description: Persons aged 18 years or older living in households with telephones within the United States. Smallest Geographic Unit: region
description: computer-assisted telephone interview (CATI)Information on the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations and how they were created can be found in the ICPSR Codebook.Additional information on the Surveys of Consumers can be found by visiting the Surveys of Consumers Web site.
DOI: 10.3535/hng-68l-wz4
title: Marcetia taxifolia (A. St.-Hil.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q85-zes-16f
title: Mimosa uninervis (Chodat & Hassl.) Hassl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr35459
title: Survey of Consumer Attitudes and Behavior, July 2012
title: Archival Version

description: The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter. The surveys conducted in 2012 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning. Other topics in this series typically include ownership, lease, and use of automobiles, respondents' use of personal computers at home and in the office, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
description: The purpose of this survey series is to forecast changes in aggregate consumer behavior.
description: The data are not weighted, however, this collection contains four weight variables that can be used in any analysis: WT_AD (ADULT WEIGHT), WT_HH (HOUSEHOLD WEIGHT), WT_ADHD (ADULT HEAD WEIGHT), and WT (HOUSEHOLD HEAD WEIGHT). For more information on weights and sampling please visit the Surveys of Consumers Web site and refer to the documentation on Sample Design, and the section on Sample Weights.
description: National sample dwelling units selected by area probability sampling.
description: Datasets: DS1: Survey of Consumer Attitudes and Behavior, July 2012
description: Persons aged 18 years or older living in households with telephones within the United States. Smallest Geographic Unit: Census division
description: computer-assisted telephone interview (CATI)Information on the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations and how they were created can be found in the ICPSR Codebook.Additional information on the Surveys of Consumers can be found by visiting the Surveys of Consumers Web site.
DOI: 10.3535/1w0-pmv-k44
title: Fritzschia sertularia (DC.) M. J. Rocha & P. J. F. Guim.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x5d-stz-8er
title: Microlicia parviflora (D. Don) Versiane & R. Romero

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cm3-5r1-qzc
title: Microlicia parviflora (D. Don) Versiane & R. Romero

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pkm-08r-0yf
title: Nepeta amoena Stapf

description: Digital Specimen for the physical specimen hosted at University of Graz.