cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z2mhay
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ocimum decumbens",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 67 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030751-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv4efg
title: Occurrence Download

description: A dataset containing 85575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pluvialis fulva)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 85575 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030731-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6hbvn
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 165 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030752-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwkuxf
title: Occurrence Download

description: A dataset containing 124673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pluvialis fulva)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 124673 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030730-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhqddf
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-118.07626 32.29432,-114.21237 32.29432,-114.21237 33.91258,-118.07626 33.91258,-118.07626 32.29432))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lampropeltis zonata"
 ]
}

 The dataset includes 308 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030754-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8e9x6
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Nyctomys sumichrasti"
 ]
}

 The dataset includes 436 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030755-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hegr9m
title: Occurrence Download

description: A dataset containing 2784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex pseudonatronatus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2784 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030753-250717081556266/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/12548671
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.vfrsm5
title: Occurrence Download

description: A dataset containing 1200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fraxinus berlandieriana"
 ]
}

 The dataset includes 1200 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030756-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awjy2c
title: Occurrence Download

description: A dataset containing 19396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19396 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030757-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uen28j
title: Occurrence Download

description: A dataset containing 1807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ocimum gratissimum",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 1807 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030759-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsrqfz
title: Occurrence Download

description: A dataset containing 8252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euterpe oleracea"
 ]
}

 The dataset includes 8252 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030758-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzhxgn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030760-250717081556266/datasets/export for details.
DOI: 10.15468/dl.k2x7r4
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium sativum",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030761-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbjk3v
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium sativum",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030762-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj53cr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030763-250717081556266/datasets/export for details.
DOI: 10.15468/dl.tm3vzd
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thladiantha dubia",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 645 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030764-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8p4atb
title: Occurrence Download

description: A dataset containing 1334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Oryzomys melanotis"
 ]
}

 The dataset includes 1334 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030766-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7unkx
title: Occurrence Download

description: A dataset containing 10462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pluvialis fulva)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 10462 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030767-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7xq9a
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia procumbens"
 ]
}

 The dataset includes 212 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030768-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrprk4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium sativum",
 "Country is Burkina Faso",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030770-250717081556266/datasets/export for details.
DOI: 10.15468/dl.67uzyg
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ocimum kilimandscharicum",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 97 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030769-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3kj2p
title: Occurrence Download

description: A dataset containing 853 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipterocarpus gracilis"
 ]
}

 The dataset includes 853 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030771-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emzmwp
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030772-250717081556266/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.28936871
title: Figure data for "Decades-long Evolution of Post-fire Permafrost Deformation Detected by InSAR: Insights from Chronosequence in North Yukon"

description: This folder contains InSAR-derived deformation data in three regions in North Yukon, namely Whitestone, South Old Crow and Miner River. Data are provided in Geotiff format, the spatial resolution is 32m.Files are named after the period of deformation from YYYYMMDD1 to YYYYMMDD2 (YYYYMMDD1_YYYMMDD2.tif).
DOI: 10.6084/m9.figshare.28936871.v3
title: Figure data for "Decades-long Evolution of Post-fire Permafrost Deformation Detected by InSAR: Insights from Chronosequence in North Yukon"

description: This folder contains InSAR-derived deformation data in three regions in North Yukon, namely Whitestone, South Old Crow and Miner River. Data are provided in Geotiff format, the spatial resolution is 32m.Files are named after the period of deformation from YYYYMMDD1 to YYYYMMDD2 (YYYYMMDD1_YYYMMDD2.tif).
DOI: 10.6084/m9.figshare.28936871.v2
title: Figure data for "Long-term Evolution of Post-fire Permafrost Deformation Detected by InSAR: Insights from Chronosequence in North Yukon"

description: This folder contains InSAR-derived deformation data in three regions in North Yukon, namely Whitestone, South Old Crow and Miner River. Data are provided in Geotiff format, the spatial resolution is 32m.Files are named after the period of deformation from YYYYMMDD1 to YYYYMMDD2 (YYYYMMDD1_YYYMMDD2.tif).
DOI: 10.15468/dl.xhh5dx
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium sativum",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030773-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k69cbv
title: Occurrence Download

description: A dataset containing 13710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus pratensis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13710 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030774-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9jt6u
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus pratensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030775-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16339217
title: Coded Interview Transcripts Coded – Barriers to accessing CDF Study (Zambia, 2024)"

description: This dataset examines the challenges faced by women and youth in accessing the Constituency Development Fund (CDF) in Zambia, with data collected in Lusaka Central Constituency during 2024. The study uses qualitative methods, including Key informant interviews and focus group discussions using semi structured questionnaire guide, to explore barriers to women and youth accessing CDF. Ethical approval was obtained from the University of Zambia Biomedical Research Ethics Committee. The data support research on women and youth empowerment and the challenges they face when accessing the CDF empowerment fund. Key references include CDF policy documents, empirical studies and reports on empowerment programs in Zambia.
DOI: 10.5281/zenodo.16339218
title: Coded Interview Transcripts Coded – Barriers to accessing CDF Study (Zambia, 2024)"

description: This dataset examines the challenges faced by women and youth in accessing the Constituency Development Fund (CDF) in Zambia, with data collected in Lusaka Central Constituency during 2024. The study uses qualitative methods, including Key informant interviews and focus group discussions using semi structured questionnaire guide, to explore barriers to women and youth accessing CDF. Ethical approval was obtained from the University of Zambia Biomedical Research Ethics Committee. The data support research on women and youth empowerment and the challenges they face when accessing the CDF empowerment fund. Key references include CDF policy documents, empirical studies and reports on empowerment programs in Zambia.
DOI: 10.15468/dl.e6w7u9
title: Occurrence Download

description: A dataset containing 797 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia lycioides"
 ]
}

 The dataset includes 797 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030776-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b32st6
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platostoma denticulatum",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 150 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030778-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7qa7t
title: Occurrence Download

description: A dataset containing 3502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleranthus annuus",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3502 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030777-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16289762
title: Urban greennessacross K-12 schools in the United States.

description: TITLE-----U.S. K-12 Public Schools Environmental and Contextual Dataset (n = 62,055)

DESCRIPTION-----------This dataset compiles geospatial, environmental, demographic, educational, and climatic data for 62,055 K-12 public schools across the United States. It integrates data from multiple sources to support analyses related to environmental equity, school performance, and climate adaptation.

SOURCES-------- NCES EDGE Geocoded Public School Data (2022–2023) - Stanford Education Data Archive (SEDA) 

- Meta Canopy Height Map (2018)- CHELSA Bioclimatic Variables v2.1 (1981–2010)- Custom geoprocessing: buffers, block/tract joins, canopy pixel calculations

SPATIAL COVERAGE----------------- United States, Hawaii, Alaska and Puerto Rico- Coordinate system: EPSG:4326 (WGS 84)

VARIABLE OVERVIEW-----------------

Geolocation & Administrative- LAT, LON: Geographic coordinates- STATE, COUNTY, CITY, ZIP- TRACT_FIPS, BLOCK GROUP, GEOID: Census identifiers- CBSA, CSA, NECTA: Metropolitan delineations- LOCALE, ULOCALE: Urbanicity codes

Environment & Land Cover- canopy_sch: Tree canopy (%) on school grounds- canopy_blo / canopy_tra: Canopy cover at block/tract scale- total_pixe / canopy_pix: Pixels used and identified as canopy- buffer_wkt: Buffer geometry used for analysis

School Attributes- NAME, NCESSCH, LEAID: Identifiers- SCHOOL_LEV, SCHOOL_TYP: Level and type- MAGNET_TEX, VIRTUAL, TITLEI, STATUS- ENROLLMENT: TOTMENROL, TOTFENROL, TOTAL- TEACHERS & Ratios: FTE, STUTERATIO- Grade indicators: PK, KG, G01–G12, UG, AE- Demographics: race/ethnicity (e.g., WH, BL, HI, AS, etc.)

Socio-demographics (ACS codes)- B01002_001- B02008–B02013- B11001_002- B25058_001- B19083_001- C17002_*- B25002_002 / B25002_003- B25034_002–011

Academic Performance (Stanford Education Data Archive )- cs_mn_avg_ol: Ordinary Least Squares - cs_mn_avg_eb: Empirical Bayes 

Climate (CHELSA variables)- CHELSA_bio1 to bio19: Bioclimatic variables (e.g., annual mean temperature, precipitation of driest month, seasonality)

TECHNICAL DETAILS------------------ Format: CSV with geometry column or GeoPackage (GPKG)- Geometry type: Points (school location) + polygon buffers- Coordinate system: EPSG:4326- Encoding: UTF-8

MISSING DATA------------Some fields may contain missing values, particularly academic variables in states that do not report publicly. 

LICENSING & USE---------------Academic research and non-commercial use only. Attribution required for original data providers (NCES, USDA, ACS, CHELSA).

CONTACT-------Luisa Velásquez  Postdoctoral Researcher  University of California, Davis