cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/rbm-c58-17267
title: Nude farmer scattering seed

description: Nude farmer scattering seed. This is plate 389, captioned "Farmer, scattering seed" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17279
title: Nude farmer scattering seed

description: Nude farmer scattering seed. This is plate 389, captioned "Farmer, scattering seed" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17280
title: Nude farmer scattering seed

description: Nude farmer scattering seed. This is plate 389, captioned "Farmer, scattering seed" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18692569
title: Linked collectors and determiners for: Pierid butterfly specimens (Part 2: Dercas, Gandaca) at Museum Zoologi Bogor, Indonesia.

description: Natural history specimen data linked to collectors and determiners held within, "Pierid butterfly specimens (Part 2: Dercas, Gandaca) at Museum Zoologi Bogor, Indonesia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/affbcc64-f91b-4f3e-8456-e91b7c690499 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/affbcc64-f91b-4f3e-8456-e91b7c690499. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-17288
title: Nude farmer scattering seed

description: Nude farmer scattering seed. This is plate 389, captioned "Farmer, scattering seed" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10506758
title: Linked collectors and determiners for: Pierid butterfly specimens (Part 2: Dercas, Gandaca) at Museum Zoologi Bogor, Indonesia.

description: Natural history specimen data linked to collectors and determiners held within, "Pierid butterfly specimens (Part 2: Dercas, Gandaca) at Museum Zoologi Bogor, Indonesia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/affbcc64-f91b-4f3e-8456-e91b7c690499 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/affbcc64-f91b-4f3e-8456-e91b7c690499. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10506760
title: Linked collectors and determiners for: Standardized Bumblebee (Bombus) Surveys in Vermont.

description: Natural history specimen data linked to collectors and determiners held within, "Standardized Bumblebee (Bombus) Surveys in Vermont". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b31d76f9-c6ff-4324-9984-c6bd8a1938c9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b31d76f9-c6ff-4324-9984-c6bd8a1938c9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18692570
title: Linked collectors and determiners for: Standardized Bumblebee (Bombus) Surveys in Vermont.

description: Natural history specimen data linked to collectors and determiners held within, "Standardized Bumblebee (Bombus) Surveys in Vermont". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b31d76f9-c6ff-4324-9984-c6bd8a1938c9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b31d76f9-c6ff-4324-9984-c6bd8a1938c9. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-17297
title: Nude farmer scattering seed

description: Nude farmer scattering seed. This is plate 389, captioned "Farmer, scattering seed" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691459
title: California Historical Housing Data (1990–2020): Reconstructed and Interpolated Block Group-Level Estimates

description: To ensure proper use of the data and code, please read this README carefully. The repository is organized into the following folders:

1. housingdatasetdownloaded

Contains the original housing datasets in .csv format for the years:





1990




2000




2010




2020 (downloaded via Census Data API)



Data sources:





1990 and 2000: U.S. Decennial Census




2010 and 2020: 5-Year American Community Survey (ACS)



Note: ACS housing datasets do not include total population counts.

2. nhgis2010_2020DecennialSurvey_csv

Contains original population data in .csv format for:





2010




2020



Downloaded from IPUMS NHGIS (Decennial Census datasets).

3. Cleaned90001020housingCSVdata

Contains cleaned housing datasets for:





1990




2000




2010




2020



Processing steps:





Standardized variable naming




Data cleaning and formatting




Population data merged into 2010 and 2020 housing datasets



Population was joined using the GISJOIN unique identifier.

4. InterpolatedHousingValues

Contains interpolated median housing values derived from the cleaned datasets (Folder 3).

Interpolated fields:





MEDIAN1990




MEDIAN2000




MEDIAN2010




MEDIAN2020



Output formats:





.csv




.xls



Example files:





ca_1990_bg_housing_interpolated.csv




ca_2020_bg_housing_interpolated.xls



Special Dataset Included:

CA_2020_bg_housing_4YrsInterpolated

This dataset uses 2020 block group boundaries as the spatial reference framework and includes interpolated median housing values for:





1990




2000




2010




2020



Fields:





median90




median00




median10




median20



5. shapeFile90001020BGlevelDownloaded

Contains shapefiles for:





Block group boundaries (1990, 2000, 2010, 2020)




County boundaries




State boundaries



Sources:





TIGER/Line Shapefiles (2016 release)



6. ArcGISProModel

Contains the ArcGIS Pro model developed for this research.





All relevant layers and tables are included.




Compatible with ArcGIS Pro version 3.4.




The model can be opened, executed, and reviewed directly within ArcGIS Pro.



Note: If running the model independently, some data paths may need to be updated.

7. CodewithArcPyNotebook

Contains selected ArcPy scripts used in this research, organized as Jupyter Notebooks.





Designed to run in:





ArcGIS Pro’s built-in Python environment, or




A standalone Jupyter environment with ArcPy properly configured.





For privacy and security reasons, certain elements (e.g., API keys, local file paths) have been removed.

Author

Forrest (Shuang) TianFebruary 18, 2026
DOI: 10.5281/zenodo.18691458
title: California Historical Housing Data (1990–2020): Reconstructed and Interpolated Block Group-Level Estimates

description: To ensure proper use of the data and code, please read this README carefully. The repository is organized into the following folders:

1. housingdatasetdownloaded

Contains the original housing datasets in .csv format for the years:





1990




2000




2010




2020 (downloaded via Census Data API)



Data sources:





1990 and 2000: U.S. Decennial Census




2010 and 2020: 5-Year American Community Survey (ACS)



Note: ACS housing datasets do not include total population counts.

2. nhgis2010_2020DecennialSurvey_csv

Contains original population data in .csv format for:





2010




2020



Downloaded from IPUMS NHGIS (Decennial Census datasets).

3. Cleaned90001020housingCSVdata

Contains cleaned housing datasets for:





1990




2000




2010




2020



Processing steps:





Standardized variable naming




Data cleaning and formatting




Population data merged into 2010 and 2020 housing datasets



Population was joined using the GISJOIN unique identifier.

4. InterpolatedHousingValues

Contains interpolated median housing values derived from the cleaned datasets (Folder 3).

Interpolated fields:





MEDIAN1990




MEDIAN2000




MEDIAN2010




MEDIAN2020



Output formats:





.csv




.xls



Example files:





ca_1990_bg_housing_interpolated.csv




ca_2020_bg_housing_interpolated.xls



Special Dataset Included:

CA_2020_bg_housing_4YrsInterpolated

This dataset uses 2020 block group boundaries as the spatial reference framework and includes interpolated median housing values for:





1990




2000




2010




2020



Fields:





median90




median00




median10




median20



5. shapeFile90001020BGlevelDownloaded

Contains shapefiles for:





Block group boundaries (1990, 2000, 2010, 2020)




County boundaries




State boundaries



Sources:





TIGER/Line Shapefiles (2016 release)



6. ArcGISProModel

Contains the ArcGIS Pro model developed for this research.





All relevant layers and tables are included.




Compatible with ArcGIS Pro version 3.4.




The model can be opened, executed, and reviewed directly within ArcGIS Pro.



Note: If running the model independently, some data paths may need to be updated.

7. CodewithArcPyNotebook

Contains selected ArcPy scripts used in this research, organized as Jupyter Notebooks.





Designed to run in:





ArcGIS Pro’s built-in Python environment, or




A standalone Jupyter environment with ArcPy properly configured.





For privacy and security reasons, certain elements (e.g., API keys, local file paths) have been removed.

Author

Forrest (Shuang) TianFebruary 18, 2026
DOI: 10.25549/rbm-c58-17313
title: Nude farmer mowing grass

description: Nude farmer mowing grass. This is plate 390, captioned "Farmer, mowing grass" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17310
title: Nude farmer mowing grass

description: Nude farmer mowing grass. This is plate 390, captioned "Farmer, mowing grass" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17446
title: Nude man pounding with mallet

description: Nude man pounding with mallet. This is plate 396, captioned "Pounding with mallet" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17447
title: Nude man pounding with mallet

description: Nude man pounding with mallet. This is plate 396, captioned "Pounding with mallet" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10506762
title: Linked collectors and determiners for: Muséum d'Avignon.

description: Natural history specimen data linked to collectors and determiners held within, "Muséum d'Avignon". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b4b8935c-9ede-43ad-9326-84065b36c927 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b4b8935c-9ede-43ad-9326-84065b36c927. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18692571
title: Linked collectors and determiners for: Muséum d'Avignon.

description: Natural history specimen data linked to collectors and determiners held within, "Muséum d'Avignon". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b4b8935c-9ede-43ad-9326-84065b36c927 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b4b8935c-9ede-43ad-9326-84065b36c927. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-17457
title: Nude man pounding with mallet

description: Nude man pounding with mallet. This is plate 396, captioned "Pounding with mallet" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10506768
title: Linked collectors and determiners for: DNSM: Durban Natural Science Museum Insect Collection (1900-2011).

description: Natural history specimen data linked to collectors and determiners held within, "DNSM: Durban Natural Science Museum Insect Collection (1900-2011)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b94fcfd1-f3a5-44bc-bc50-d3e5f80a733d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b94fcfd1-f3a5-44bc-bc50-d3e5f80a733d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18692572
title: Linked collectors and determiners for: DNSM: Durban Natural Science Museum Insect Collection (1900-2011).

description: Natural history specimen data linked to collectors and determiners held within, "DNSM: Durban Natural Science Museum Insect Collection (1900-2011)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b94fcfd1-f3a5-44bc-bc50-d3e5f80a733d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b94fcfd1-f3a5-44bc-bc50-d3e5f80a733d. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-17461
title: Nude man pounding with mallet

description: Nude man pounding with mallet. This is plate 396, captioned "Pounding with mallet" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17475
title: Nude man lifting a 75-lb. stone on shoulder

description: Nude man lifting a 75-lb. stone on shoulder. This is plate 397, captioned "Lifting a 75-lb. stone on shoulder" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12429
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 336, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12430
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 336, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18692573
title: Linked collectors and determiners for: Data from CRSN herbarium digitization initiative under BID-funded project.

description: Natural history specimen data linked to collectors and determiners held within, "Data from CRSN herbarium digitization initiative under BID-funded project". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10506770
title: Linked collectors and determiners for: Data from CRSN herbarium digitization initiative under BID-funded project.

description: Natural history specimen data linked to collectors and determiners held within, "Data from CRSN herbarium digitization initiative under BID-funded project". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12432
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 336, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.15468/dl.n8rwbj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptychozoon",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Brunei Darussalam, Cambodia, Indonesia, Lao People’s Democratic Republic, Myanmar, Malaysia, Philippines, Singapore, Thailand, Viet Nam, Timor-Leste, Chinese Taipei, China)",
 "Geometry POLYGON((90 -15, 90 35, 135 35, 135 -15, 90 -15))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028883-260208012135463/datasets/export for details.
DOI: 10.5281/zenodo.10506774
title: Linked collectors and determiners for: Leptosia butterfly specimens at Museum Zoologi Bogor, Indonesia.

description: Natural history specimen data linked to collectors and determiners held within, "Leptosia butterfly specimens at Museum Zoologi Bogor, Indonesia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/bdcc3e75-c66b-4b85-bc37-e82776aec923 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/bdcc3e75-c66b-4b85-bc37-e82776aec923. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18692574
title: Linked collectors and determiners for: Leptosia butterfly specimens at Museum Zoologi Bogor, Indonesia.

description: Natural history specimen data linked to collectors and determiners held within, "Leptosia butterfly specimens at Museum Zoologi Bogor, Indonesia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/bdcc3e75-c66b-4b85-bc37-e82776aec923 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/bdcc3e75-c66b-4b85-bc37-e82776aec923. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12445
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 338, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12446
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 338, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-13052
title: Man in pelvis cloth charging with bayonet

description: Man in pelvis cloth charging with bayonet. This is plate 359, captioned "'Charging bayonet'" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.15468/dl.w92wqg
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trogopterus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Brunei Darussalam, Cambodia, Indonesia, Lao People’s Democratic Republic, Myanmar, Malaysia, Philippines, Singapore, Thailand, Viet Nam, Timor-Leste, Chinese Taipei, China)",
 "Geometry POLYGON((90 -15, 90 35, 135 35, 135 -15, 90 -15))"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028881-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45gskw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cophixalus monosyllabus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028884-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-13054
title: Man in pelvis cloth charging with bayonet

description: Man in pelvis cloth charging with bayonet. This is plate 359, captioned "'Charging bayonet'" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.15468/dl.k9nnxh
title: Occurrence Download

description: A dataset containing 8053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draco",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Brunei Darussalam, Cambodia, Indonesia, Lao People’s Democratic Republic, Myanmar, Malaysia, Philippines, Singapore, Thailand, Viet Nam, Timor-Leste, Chinese Taipei, China)",
 "Geometry POLYGON((90 -15, 90 35, 135 35, 135 -15, 90 -15))"
 ]
}

 The dataset includes 8053 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028882-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.