cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fvyh25
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Picea chihuahuana"
 ]
}

 The dataset includes 99 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012554-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5d3j2
title: Occurrence Download

description: A dataset containing 3678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 1910"
 ]
}

 The dataset includes 3678 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012556-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6dp4u
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pan paniscus"
 ]
}

 The dataset includes 55 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012558-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbackp
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rheum rhabarbarum",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 705 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012560-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yy2qn4
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rheum rhabarbarum",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012559-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asx78v
title: Occurrence Download

description: A dataset containing 549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Artemisia desertorum"
 ]
}

 The dataset includes 549 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012561-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9rdhp
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rheum rhabarbarum",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012562-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxs96r
title: Occurrence Download

description: A dataset containing 938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dalbergia ovalis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 938 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012564-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4z2kv6
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amana erythronioides (Baker) D.Y.Tan & D.Y.Hong"
 ]
}

 The dataset includes 41 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050990-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6epww
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calligonum rubicundum Bunge"
 ]
}

 The dataset includes 143 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050991-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15680893
title: PUDL Raw EIA Form 923 -- Power Plant Operations Report

description: The EIA Form 923 collects detailed monthly and annual electric power data on electricity generation, fuel consumption, fossil fuel stocks, and receipts at the power plant and prime mover level. Archived from 
https://www.eia.gov/electricity/data/eia923

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.t9v6gh
title: Occurrence Download

description: A dataset containing 315126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ficedula albicollis (Pallas, 1811), Acrocephalus arundinaceus (Temminck & Schlegel, 1847), Emberiza calandra Aerc Tac, 2003, Porzana parva (Scopoli, 1769), Rana dalmatina Bonaparte, 1840, Myotis daubentonii (Leisler, 1819), Coronella austriaca Kristan, 1957, Pipistrellus kuhlii (Natterer, 1819), Myotis mystacinus (Leisler, 1819), Bufo calamita Cope, 1864, Myotis bechsteinii (Leisler, 1818))",
 "Year is one of (2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023)",
 "DecimalLatitude is greater than or equal to 44.95782311925129",
 "DecimalLatitude is less than or equal to 58.30331634439415",
 "DecimalLongitude is greater than or equal to -10.001896207643075",
 "DecimalLongitude is less than or equal to 30.31691447027875",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 315126 records from 2205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050976-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djb7se
title: Occurrence Download

description: A dataset containing 179118 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is France",
 "Country is Spain"
 ]
 },
 "Year 1980-2020",
 "Geometry POLYGON((-13.09424 35.34461,15.03076 35.34461,15.03076 46.59461,-13.09424 46.59461,-13.09424 35.34461))",
 "HasCoordinate is true",
 "TaxonKey is Amphibia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 179118 records from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071445-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bctruy
title: Occurrence Download

description: A dataset containing 125144 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((5.598907470703125 43.481822852999905,5.511016845703125 43.509717009288075,5.400552749633789 43.51127322324609,5.412139892578125 43.54257572246922,5.4547119140625 43.563476493226595,5.480804443359375 43.61122246320032,5.483551025390625 43.6499881760459,5.503549575805664 43.66644361490711,5.598907470703125 43.66985832954972,5.69091796875 43.70362249839005,5.763702392578124 43.661911057260674,5.79254150390625 43.625141236940564,5.804901123046875 43.601278509333646,5.799407958984375 43.5734266934657,5.76507568359375 43.52565074189047,5.71563720703125 43.52166770320007,5.598907470703125 43.481822852999905)))"
 ]
}

 The dataset includes 125144 records from 387 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333694-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8tykd
title: Occurrence Download

description: A dataset containing 33047 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis sagrei Duméril & Bibron, 1837"
 ]
}

 The dataset includes 33047 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059702-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z69np3
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Riptortus linearis, Riptortus linearis, Riptortus linearis (Fabricius, 1775), Riptortus linearis (Fabricius, 1775), 168863545, Riptortus linearis (Fabricius, 1775), Riptortus linearis (Fabricius, 1775), Riptortus linearis (Fabricius, 1775), Riptortus (Riptortus) linearis (Fabricius, 1775), Riptortus linearis subsp. pallidicornis Blöte, 1934)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 65 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059073-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp5ya4
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.45054 5.1354,-72.37982 5.08274,-72.36883 5.12446,-72.40522 5.17575,-72.45054 5.1354))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 145 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051976-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2wgas
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clubiona bryantae Gertsch, 1941"
 ]
}

 The dataset includes 115 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059092-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeav46
title: Occurrence Download

description: A dataset containing 728 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Troides butterfly specimens at Museum Zoologi Bogor, Indonesia"
 ]
}

 The dataset includes 728 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060555-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lhl49v
title: Occurrence Download

description: A dataset containing 62267 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juniperus phoenicea L."
 ]
}

 The dataset includes 62267 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030820-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7pxjf
title: Occurrence Download

description: A dataset containing 46175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnonotus goiavier (Scopoli, 1786)"
 ]
}

 The dataset includes 46175 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035733-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11393984
title: Farmland trees in India (2018-2022)

description: This dataset presents a detailed analysis of individual tree changes within farmlands across India for the years 2018 to 2022. Utilizing PlanetScope satellite images, isolated trees were mapped for each year. We used the farmland class of WorldCover to keep only trees falling into this class, which can cause unexpected patterns (e.g. large trees not mapped as they were not mapped as farmland).

Each tree has the detection confidence of each year as an attribute. The change confidence is the aggregated confidence over 5 years and can be used as a measure of uncertainty in the detection. Trees that have detection confidence values below 0.5 are likely shrubs or misclassification, or the image quality was low. If a tree was detected in both 2018 and 2019, but not in 2020-2022, it has likely disappeared.

File system and download

The dataset contains about 0.5 billion trees, saved in the 353 files in the format of geopackage as gpkg, grouped into 89 zip folders for zenodo ingestion. The spatial coverage of files follows a grid system with identical gridIDs, which can be located in the file name, e.g., ps2_PSScene_2018-2022_gridIDs_195_308_000_0000_composite_lshm_0_0_0.gpkg. The filename and the associated group name can be found in the file of india_grid_bygroup.geojson. The geojson file can be opened via QGIS. One can find the group name using the 'Identify Feature' tool for a target grid covering your area of interest. It turns for example, id: 85,24, file: ps2_PSScene_2018-2022_00085_00024_260_391_000_0000_composite_lshm_0_0_0.gpkg, and groupname: group_62.zip.

Web Viewer

We also developed a viewer to explore the tree detection confidence: https://rs-cph.projects.earthengine.app/view/tree.

License

Any usage must be solely for Noncommercial education or scientific research purposes, and publication in academic or scientific research journals. Licensee agrees that all such publications must include an attribution that clearly and conspicuously identifies Planet Labs PBC.
DOI: 10.15468/dl.sjf5jn
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is IMOS - Animal Tracking Facility - Acoustic Tracking - Quality Controlled Detections (2007 -2021)",
 "TaxonKey is Rhincodon typus Smith, 1828"
 ]
}

 The dataset includes 317 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051977-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn33eq
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cylindromyrmex brasiliensis Emery, 1901"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076929-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11076980
title: Farmland trees in India (2018-2022)

description: This dataset presents a detailed analysis of individual tree changes within farmlands across India for the years 2018 to 2022. Utilizing PlanetScope satellite images, isolated trees were mapped for each year. We used the farmland class of WorldCover to keep only trees falling into this class, which can cause unexpected patterns (e.g. large trees not mapped as they were not mapped as farmland).

Each tree has the detection confidence of each year as an attribute. The change confidence is the aggregated confidence over 5 years and can be used as a measure of uncertainty in the detection. Trees that have detection confidence values below 0.5 are likely shrubs or misclassification, or the image quality was low. If a tree was detected in both 2018 and 2019, but not in 2020-2022, it has likely disappeared.

The dataset contains about 0.5 billion trees, saved in the 355 files in the format of geopackage, grouped into 89 folders for zenodo ingestion. We use a grid system which was further subdivided in 4 files. The name of the gpkg files follows ps2_PSScene_2018-2022_gridIDs_195_308_000_0000_composite_lshm_0_0_0.gpkg. The gridIDs can be found in the file of india_grids.geojson.

We also developed a viewer to explore the tree detection confidence: https://rs-cph.projects.earthengine.app/view/tree.

Any usage must be solely for Noncommercial education or scientific research purposes, and publication in academic or scientific research journals. Licensee agrees that all such publications must include an attribution that clearly and conspicuously identifies Planet Labs PBC.
DOI: 10.5281/zenodo.10978153
title: Farmland trees in India (2018-2022)

description: This dataset presents a detailed analysis of individual tree changes within farmlands across India for the years 2018 to 2022. Utilizing PlanetScope satellite images, isolated trees were mapped for each year. We used the farmland class of WorldCover to keep only trees falling into this class, which can cause unexpected patterns (e.g. large trees not mapped as they were not mapped as farmland).

Each tree has the detection confidence of each year as an attribute. The change confidence is the aggregated confidence over 5 years and can be used as a measure of uncertainty in the detection. Trees that have detection confidence values below 0.5 are likely shrubs or misclassification, or the image quality was low. If a tree was detected in both 2018 and 2019, but not in 2020-2022, it has likely disappeared.

File system and download

The dataset contains about 0.5 billion trees, saved in the 353 files in the format of geopackage as gpkg, grouped into 89 zip folders for zenodo ingestion. The spatial coverage of files follows a grid system with identical gridIDs, which can be located in the file name, e.g., ps2_PSScene_2018-2022_gridIDs_195_308_000_0000_composite_lshm_0_0_0.gpkg. The filename and the associated group name can be found in the file of india_grid_bygroup.geojson. The geojson file can be opened via QGIS. One can find the group name using the 'Identify Feature' tool for a target grid covering your area of interest. It turns for example, id: 85,24, file: ps2_PSScene_2018-2022_00085_00024_260_391_000_0000_composite_lshm_0_0_0.gpkg, and groupname: group_62.zip.

Web Viewer

We also developed a viewer to explore the tree detection confidence: https://rs-cph.projects.earthengine.app/view/tree.

License

Any usage must be solely for Noncommercial education or scientific research purposes, and publication in academic or scientific research journals. Licensee agrees that all such publications must include an attribution that clearly and conspicuously identifies Planet Labs PBC.
DOI: 10.5281/zenodo.10978154
title: Farmland trees in India (2018-2022)

description: NOTE: This version only contains example data. Please check version 2 for full data archieve.

This dataset presents a detailed analysis of individual tree changes within farmlands across India for the years 2018 to 2022. Utilizing PlanetScope satellite images, isolated trees were mapped for each year. We used the farmland class of WorldCover to keep only trees falling into this class, which can cause unexpected patterns (e.g. large trees not mapped as they were not mapped as farmland).

Each tree has the detection confidence of each year as an attribute. The change confidence is the aggregated confidence over 5 years and can be used as a measure of uncertainty in the detection. Trees that have detection confidence values below 0.5 are likely shrubs or misclassification, or the image quality was low. If a tree was detected in both 2018 and 2019, but not in 2020-2022, it has likely disappeared.

The dataset contains about 0.5 billion trees, saved in the 355 files in the format of geopackage. We use a grid system which was further subdivided in 4 files. The name of the gpkg files follows ps2_PSScene_2018-2022_gridIDs_195_308_000_0000_composite_lshm_0_0_0.gpkg. The gridIDs can be found in the file of india_grids.geojson.

We also developed a viewer to explore the tree detection confidence: https://rs-cph.projects.earthengine.app/view/tree.

Any usage must be solely for Noncommercial education or scientific research purposes, and publication in academic or scientific research journals. Licensee agrees that all such publications must include an attribution that clearly and conspicuously identifies Planet Labs PBC.
DOI: 10.15468/dl.y2fz24
title: Occurrence Download

description: A dataset containing 1541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palaeomerycidae"
 ]
}

 The dataset includes 1541 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059093-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6e5cpp
title: Occurrence Download

description: A dataset containing 334638 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus vulgaris Linnaeus, 1758"
 ]
}

 The dataset includes 334638 records from 760 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037683-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2evw88
title: Occurrence Download

description: A dataset containing 661 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Caryocar villosum (Aubl.) Pers.)"
 ]
}

 The dataset includes 661 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070053-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3hacd
title: Occurrence Download

description: A dataset containing 2225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Celtis occidentalis L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 2225 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269147-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.