cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w66qse
title: Occurrence Download

description: A dataset containing 3691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 {
 "not" : {
 "TaxonKey" : [
 "is one of (incertae sedis)"
 ]
 }
 },
 "Geometry POLYGON((-179.9 0,-144 0,-144 12,-179.9 12,-179.9 0))"
 ]
}

 The dataset includes 3691 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074996-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbtjd2
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia graminea"
 ]
}

 The dataset includes 559 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005372-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.da7cg6
title: Occurrence Download

description: A dataset containing 8868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.14.16_1",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Odonata, Libellulidae, Aeshnidae, Cordulegastridae, Corduliidae, Gomphidae, Macromiidae, Petaluridae)"
 ]
}

 The dataset includes 8868 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005375-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17459767
title: Urban Tree Canopy Data for Deep Learning Applications in Boyle Heights and City Terrace, Los Angeles, California, USA

description: This dataset was prepared and processed as part of the research publication titled “A Practical, Open, and Transferable Deep Learning Framework for Mapping Urban Tree Canopy Using NAIP Imagery.”

The zipped dataset includes geospatial data covering the Boyle Heights and City Terrace neighborhoods of Los Angeles, California, USA. It contains:





Manually delineated polygon shapefiles representing urban tree canopy cover;




Polygon shapefiles defining the spatial sampling schema used for analysis within the study area;




NAIP imagery for the same area, originally provided by the U.S. Department of Agriculture (USDA) through the National Agriculture Imagery Program (NAIP) GeoHub (https://naip-usdaonline.hub.arcgis.com/, last accessed October 28, 2025); and




Datasets specifically prepared for U-Net and YOLO deep learning model development for urban tree canopy mapping, intended for coordinated use with the corresponding Python repository (https://github.com/uscssi/urban-tree-canopy).



This dataset supports research and education in urban forestry, remote sensing, geospatial analysis, and deep learning applications for environmental monitoring. It can be used to validate automated canopy mapping models, assess urban vegetation change, or serve as training data for AI-based land cover classification.

Citation:

Yoo, J., Qi, Y., Ashe-McNally, I., MacDonald, B., & Wilson, J. P. (2025). Urban Tree Canopy Data for Deep Learning Applications in Boyle Heights and City Terrace, Los Angeles, California, USA [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17459767

Funding:This research was supported by the Bezos Earth Fund (Grant G-2022-34351), the Climate-related Exposures, Adaptation, and Health Equity (CLIMA) Center funded by the National Heart, Lung, and Blood Institute (Grant P20HL176204), and the Southern California Environmental Health Science Center funded by the National Institute of Environmental Health Sciences (Grant P30ES007048).
DOI: 10.6084/m9.figshare.21896991
title: Data for "Shared patterns of population genomic variation and phenotypic response across rapid range expansions in two invasive lady beetle species"

description: Data used for analyses of the paper "Shared patterns of population genomic variation and phenotypic response across rapid range expansions in two invasive lady beetle species".
DOI: 10.5281/zenodo.17459766
title: Urban Tree Canopy Data for Deep Learning Applications in Boyle Heights and City Terrace, Los Angeles, California, USA

description: This dataset was prepared and processed as part of the research publication titled “A Practical, Open, and Transferable Deep Learning Framework for Mapping Urban Tree Canopy Using NAIP Imagery.”

The zipped dataset includes geospatial data covering the Boyle Heights and City Terrace neighborhoods of Los Angeles, California, USA. It contains:





Manually delineated polygon shapefiles representing urban tree canopy cover;




Polygon shapefiles defining the spatial sampling schema used for analysis within the study area;




NAIP imagery for the same area, originally provided by the U.S. Department of Agriculture (USDA) through the National Agriculture Imagery Program (NAIP) GeoHub (https://naip-usdaonline.hub.arcgis.com/, last accessed October 28, 2025); and




Datasets specifically prepared for U-Net and YOLO deep learning model development for urban tree canopy mapping, intended for coordinated use with the corresponding Python repository (https://github.com/uscssi/urban-tree-canopy).



This dataset supports research and education in urban forestry, remote sensing, geospatial analysis, and deep learning applications for environmental monitoring. It can be used to validate automated canopy mapping models, assess urban vegetation change, or serve as training data for AI-based land cover classification.

Citation:

Yoo, J., Qi, Y., Ashe-McNally, I., MacDonald, B., & Wilson, J. P. (2025). Urban Tree Canopy Data for Deep Learning Applications in Boyle Heights and City Terrace, Los Angeles, California, USA [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17459767

Funding:This research was supported by the Bezos Earth Fund (Grant G-2022-34351), the Climate-related Exposures, Adaptation, and Health Equity (CLIMA) Center funded by the National Heart, Lung, and Blood Institute (Grant P20HL176204), and the Southern California Environmental Health Science Center funded by the National Institute of Environmental Health Sciences (Grant P30ES007048).
DOI: 10.6084/m9.figshare.21896991.v1
title: Data for "Shared patterns of population genomic variation and phenotypic response across rapid range expansions in two invasive lady beetle species"

description: Data used for analyses of the paper "Shared patterns of population genomic variation and phenotypic response across rapid range expansions in two invasive lady beetle species".
DOI: 10.15468/dl.tfd5np
title: Occurrence Download

description: A dataset containing 1856258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piranga olivacea"
 ]
}

 The dataset includes 1856258 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005295-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive160556.20251217.10
title: Palleniella intestinalis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160557.20250331.9.3
title: Xylanibacter rodentium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160557.20251217.10
title: Xylanibacter rodentium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160558.20250331.9.3
title: Xylanibacter caecicola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160558.20251217.10
title: Xylanibacter caecicola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160559.20241212.9.2
title: Kocuria sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160559.20251217.10
title: Kocuria sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160560.20241212.9.2
title: Kocuria sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160560.20251217.10
title: Kocuria sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160561.20241212.9.2
title: Kocuria sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160561.20251217.10
title: Kocuria sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160562.20241212.9.2
title: Nesterenkonia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160562.20251217.10
title: Nesterenkonia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160563.20241212.9.2
title: Nesterenkonia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160563.20251217.10
title: Nesterenkonia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160564.20241212.9.2
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160564.20251217.10
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160565.20241212.9.2
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160565.20251217.10
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160566.20241212.9.2
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160566.20251217.10
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160567.20241212.9.2
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160567.20251217.10
title: Glycomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160568.20241212.9.2
title: Rhodococcus daqingensis Wang et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160568.20251217.10
title: Rhodococcus daqingensis Wang et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160569.20241212.9.2
title: Halobacillus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160569.20251217.10
title: Halobacillus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160570.20241212.9.2
title: Limosilactobacillus ingluviei (Baele et al. 2003) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160570.20251217.10
title: Limosilactobacillus ingluviei (Baele et al. 2003) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160571.20241212.9.2
title: Ligilactobacillus saerimneri (Pedersen and Roos 2004) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160571.20251217.10
title: Ligilactobacillus saerimneri (Pedersen and Roos 2004) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160572.20250331.9.3
title: Posidoniimonas polymericola Wiegand et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160572.20251217.10
title: Posidoniimonas polymericola Wiegand et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160573.20250331.9.3
title: Streptomyces mesophilus Tokatli et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160573.20251217.10
title: Streptomyces mesophilus Tokatli et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.34894/wlk4io
title: “I Hold On”: How Country Music Songwriters Cope with the Precarity of Craft Work — Online Appendices

description: &lt;h3&gt;Background&lt;/h3&gt;
These appendices provide supplementary material for understanding creative craft work. They focus on the practices, processes, and experiences of professional songwriters as an example of how creative labor unfolds in practice.

&lt;h3&gt;Purpose&lt;/h3&gt;
The purpose of these appendices is to provide conceptual elaboration and additional empirical material that support the analysis presented in Smolka and Heugens (2026), “‘I Hold On’: How Country Music Songwriters Cope With the Precarity of Craft Work” (Journal of Management, forthcoming).

&lt;h3&gt;Method&lt;/h3&gt;
The appendices draw on qualitative, primary data consisting of retrospective, career-spanning interview narratives from professional country music songwriters. Appendix 1 develops a conceptualization of songwriting as creative craft and Appendix 2 presents additional illustrative quotations from the data in tabular form.

&lt;h3&gt;Results&lt;/h3&gt;
Appendix 1 identifies five dimensions of creative craft practice—continuous practice, arousing tools, playful experimentation, intrinsic commitment, and masterful perceptiveness—and illustrates each dimension with interview excerpts. Appendix 2 provides further empirical evidence that substantiates these dimensions across respondents and career stages.

&lt;h3&gt;Conclusion&lt;/h3&gt;
Together, the appendices enhance conceptual clarity, empirical transparency, and analytical depth by detailing the craft-based practices that underpin songwriters’ sustained engagement with their work under conditions of precarity.
description: This entry is a three-files data package totaling 640.95 kB containing files in .pdf and .txt formats.



Time Coverage: The empirical material provides longitudinal coverage of songwriters’ careers, reconstructed through retrospective qualitative interviews spanning early, mid, and late career stages.




If you use this dataset, please cite: Smolka, K. (2026). <i>“I Hold On”: How Country Music Songwriters Cope with the Precarity of Craft Work — Online Appendices</i> (Version V1) [Data set]. DataverseNL.
 https://doi.org/10.34894/WLK4IO
DOI: 10.13145/bacdive160574.20250331.9.3
title: Microbispora sitophila Guo et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160574.20251217.10
title: Microbispora sitophila Guo et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160575.20250331.9.3
title: Lactobacillus kefiranofaciens subsp. kefiranofaciens (Fujisawa et al. 1988) Vancanneyt et al. 2004

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160575.20251217.10
title: Lactobacillus kefiranofaciens subsp. kefiranofaciens (Fujisawa et al. 1988) Vancanneyt et al. 2004

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160576.20241212.9.2
title: Megalodesulfovibrio paquesii (van Houten et al. 2009) Waite et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160576.20251217.10
title: Megalodesulfovibrio paquesii (van Houten et al. 2009) Waite et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160577.20241212.9.2
title: Lactobacillus kitasatonis Mukai et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160577.20251217.10
title: Lactobacillus kitasatonis Mukai et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160578.20250331.9.3
title: Streptococcus urinalis Collins et al. 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive160578.20251217.10
title: Streptococcus urinalis Collins et al. 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.hbdcp7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dactylogyrus extensus Mueller & Van Cleave, 1932"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225200-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g7c6h
title: Occurrence Download

description: A dataset containing 100139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syringa vulgaris L."
 ]
}

 The dataset includes 100139 records from 534 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219658-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oaaz2u
title: Occurrence Download

description: A dataset containing 1035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is India",
 "StateProvince is sikkim",
 "InstitutionCode is nhmuk",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 1035 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012538-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxjpkv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Syzygiella campanulata Herzog"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213849-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9n4zg
title: Occurrence Download

description: A dataset containing 228924 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Geometry POLYGON((-79.62891 -15.65688,-73.30078 -19.67569,-74.35547 -27.09042,-77.16797 -40.74059,-77.87109 -52.50418,-72.94922 -56.96414,-63.80859 -57.15531,-62.75391 -54.79561,-64.86328 -51.20137,-62.40234 -45.3614,-57.48047 -38.84997,-46.58203 -30.47897,-40.25391 -24.87846,-36.73828 -16.66987,-60.29297 -13.27416,-79.62891 -15.65688))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Actinopterygii",
 "TaxonKey is Elasmobranchii",
 "TaxonKey is Holocephali",
 "TaxonKey is Cephalaspidomorphi",
 "TaxonKey is Myxini",
 "TaxonKey is Sarcopterygii"
 ]
 }
 ]
}

 The dataset includes 228924 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012532-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chgflv
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Algyroides marchi Valverde, 1958"
 ]
}

 The dataset includes 246 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012538-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.