cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aauz5q
title: Occurrence Download

description: A dataset containing 1132 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((142.49167 -39.32962,150.71144 -39.32962,150.71144 -35.2447,142.49167 -35.2447,142.49167 -39.32962))",
 "Geometry POLYGON((238.46299 35.43676,239.23952 35.43676,239.23952 36.00106,238.46299 36.00106,238.46299 35.43676))",
 "Geometry POLYGON((263.23042 28.17182,264.16925 28.17182,264.16925 28.97082,263.23042 28.97082,263.23042 28.17182))",
 "Geometry POLYGON((274.77177 29.62543,274.93532 29.62543,274.93532 29.69284,274.77177 29.69284,274.77177 29.62543))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Rusa unicolor (Kerr, 1792)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1132 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005466-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktqn5q
title: Occurrence Download

description: A dataset containing 248579 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Human Observation"
 ]
 },
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-90.0256 40.59017,-86.217 40.59017,-86.217 40.93977,-86.217 43.81722,-90.0256 43.81722,-90.0256 40.59017))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 248579 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074766-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv8j2v
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Asplenium pearcei Baker",
 "TaxonKey is Asplenium amazonicum Christ",
 "TaxonKey is Asplenium haplophyllum Domin"
 ]
}

 The dataset includes 240 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229659-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sncxtu
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Chinese Taipei",
 "Country is China"
 ]
 },
 "TaxonKey is Alsophila spinulosa (Wall. ex Hook.) R.M.Tryon"
 ]
}

 The dataset includes 944 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250085-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5s5bqs
title: Occurrence Download

description: A dataset containing 6787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombycilla cedrorum Vieillot, 1808",
 "Year 2011-2018"
 ]
}

 The dataset includes 6787 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237923-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs1mvx
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2018",
 "TaxonKey is Bunopus tuberculatus Blanford, 1874"
 ]
}

 The dataset includes 115 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011806-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns7v3m
title: Occurrence Download

description: A dataset containing 4778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chroicocephalus ridibundus (Linnaeus, 1766)",
 "Year 2011-2018"
 ]
}

 The dataset includes 4778 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244298-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpv6pf
title: Occurrence Download

description: A dataset containing 277436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Felidae)"
 ]
}

 The dataset includes 277436 records from 881 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011752-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en3w4c
title: Occurrence Download

description: A dataset containing 57 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = '0b64ff91-ab41-4e5f-9770-f45ddd67c0ca'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 57 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014149-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5acvv
title: Occurrence Download

description: A dataset containing 328488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa pratensis, Paneion pratense, Poa anceps breviculmis, Poa angustifolia pratensis, Poa angustifolia pratensis, Poa angustifolia pratensis, Poa bourgeaei, Poa bourgeaei, Poa compressiformis, Poa dolichachyra longiflora, Poa dolichachyra longiflora, Poa nardifolia, Poa nymanni, Poa pratensis athroostachya, Poa pratensis elata, Poa pratensis minor, Poa pratensis anceps, Poa pratensis arenaria, Poa pratensis arida, Poa pratensis atlantica, Poa pratensis domestica, Poa pratensis eu-pratensis, Poa pratensis filifolia, Poa pratensis laxiflora, Poa pratensis macounii, Poa pratensis muralis, Poa pratensis planiculmis, Poa pratensis retroflexa, Poa pratensis sabulosa, Poa pratensis stricta, Poa pratensis strigosa, Poa pratensis subglabriflora, Poa pratensis subglabriflora, Poa pratensis transnominata, Poa pratensis transnominata, Poa pratensis uberrima, Poa pratensis umbrosa, Poa pratensis vulgaris, Poa pratensis zhukovii, Poa pratensis albescens, Poa pratensis major, Poa pratensis setacea, Poa pratensis smaragdina, Poa pratensis subglabriflora, Poa pratensis vulgaris, Poa reptans)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2024",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 4500",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Living Specimen)"
 ]
}

 The dataset includes 328488 records from 1508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080283-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tcpyy
title: Occurrence Download

description: A dataset containing 1011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Ontario Museum - Ichthyology",
 "GadmGid is CAN.9.23.1_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1011 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062581-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7hb4u
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhizophora mucronata",
 "Year 2016-2025"
 ]
}

 The dataset includes 351 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062580-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zd9esc
title: Occurrence Download

description: A dataset containing 3968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Juncus articulatus"
 ]
}

 The dataset includes 3968 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062582-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.928cwj
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela furo"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062579-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xn8mz
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis olivacea"
 ]
}

 The dataset includes 1398 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062578-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17317040
title: EHRE data extract for Ahrweiler

description: EHRE data dump circa 2022-12

 

In the folder you will find the PDF file "EHRE_Germany_extract_2022_Dec.pdf", which describes the content of the files I am sharing and the areas covered. It is not "official" documentation of the model (i.e., not a thorough description of every aspect of how it was created) but only some explanations I have put together for this extract. I have also created a QGIS file that displays the files in an organised way ("EHRE_Germany_extract.qgz").

The PDF has links to the EHRE GitLab repositories, but the migration process is still ongoing and you'll thus find a mix of nomenclatures in there for the time being.

The industrial component is still being exported and so only some parts of it are already contained in the folder. I'll let you know when I upload the remaining files.

 




Filename
Description
Content


deu_297_commercial_obm.csv
EHRE commercial buildings by individual OBM footprints
Location (lon, lat), structural classes (with probabilities), replacement costs, occupancy


deu_XXX_residential_obm.csv
74 tables with EHRE residential buildings by individual OBM footprints
Location (lon, lat), structural classes (with probabilities), replacement costs, occupancy


deu_industrial_filler_XXX_  industrial_obm.csv
2 tables with EHRE industrial buildings by individual OBM footprints
Location (lon, lat), structural classes (with probabilities), replacement costs, occupancy




 

Disclaimer

 

The data are provided with a CC BY SA 4.0 license. Please refer to the terms of the license text for further information on the conditions of use. The data are distributed without any warranty and without the implied warranty of fitness for a particular purpose. The creators of the data assume no liability for its use in application by second or third parties, or for further public dissemination of the data in a way that allows for parameters to be attributed to individual buildings. The creators strongly advise against dissemination of derivative data that may provide information that can be uniquely and unambiguously attributed to individual buildings as well. Alternative strategies, such as aggregation of results at a geographical scale that prevents the identification of individual buildings, are instead recommended.
DOI: 10.15468/dl.cd9xun
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ludwigia prostrata",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007320-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69qfy3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007321-251009101135966/datasets/export for details.
DOI: 10.15468/dl.gv55nr
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum iranicum Hausskn. ex Jos.Baumgartner"
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036618-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frygg2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium utaviense Regel"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050103-220831081235567/datasets/export for details.
DOI: 10.15468/dl.h58q5y
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum lanceolatum Jos.Baumgartner"
 ]
}

 The dataset includes 75 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036619-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5sa4j
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erucastrum griquense (N.E.Br.) O.E.Schulz"
 ]
}

 The dataset includes 75 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050099-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ffjad
title: Occurrence Download

description: A dataset containing 410029 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myiopsitta monachus (Boddaert, 1783)"
 ]
}

 The dataset includes 410029 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036594-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8n4sx
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erucastrum erigavicum Jonsell"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050101-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rybfuu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum lycaonicum (O.E.Schulz) T.R.Dudley"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036631-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkzcqz
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyschides tetraschistus (R.B.Watson, 1879)"
 ]
}

 The dataset includes 437 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103997-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pz9nwu
title: Occurrence Download

description: A dataset containing 25428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus tenuis Waldst. & Kit. ex Willd.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25428 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050089-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb8adz
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristipomoides argyrogrammicus (Valenciennes, 1832)"
 ]
}

 The dataset includes 322 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036620-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjqu57
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum grandiflorum Nutt. ex Torr. & A.Gray, 1838"
 ]
}

 The dataset includes 109 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153945-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ekvxb
title: Occurrence Download

description: A dataset containing 1759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erucastrum virgatum (C.Presl) C.Presl"
 ]
}

 The dataset includes 1759 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050092-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb6ebk
title: Occurrence Download

description: A dataset containing 1755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sceloporus clarkii Baird & Girard, 1852",
 "Year 1952-2022"
 ]
}

 The dataset includes 1755 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036621-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bm67s3
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alpheus leviusculus Dana, 1852"
 ]
}

 The dataset includes 89 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112228-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zmgag
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium oblongum var. oblongum"
 ]
}

 The dataset includes 49 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050113-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.545tkk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium greenei Thell."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050118-220831081235567/datasets/export for details.
DOI: 10.15468/dl.e4meez
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium sativum var. silvestre Thell."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050173-220831081235567/datasets/export for details.