cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9ygxp3
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoadmete tumida P.G.Oliver, 1982"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093679-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9zg62
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe quartiniana A.Rich."
 ]
}

 The dataset includes 23 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000620-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gw2dxa
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-93.3147462000000019 44.9717593000000022, -93.3147462000000019 44.9728161199999974, -93.3147462000000019 44.9737616900000035, -93.3147462000000019 44.9745960199999999, -93.3147462000000019 44.9753191100000009, -93.3147462000000019 44.9762646799999999, -93.3147462000000019 44.9773215000000022, -93.3139145300000052 44.9773215000000022, -93.3126950300000004 44.9773215000000022, -93.3115863999999959 44.9773215000000022, -93.3106994900000046 44.9773215000000022, -93.3092028300000038 44.9773215000000022, -93.3083713500000016 44.9773215000000022, -93.3070407999999958 44.9773215000000022, -93.3070407999999958 44.9764315500000009, -93.3070407999999958 44.9754303500000034, -93.3070407999999958 44.9740397999999999, -93.3070407999999958 44.9728161199999974, -93.3070407999999958 44.9717593000000022, -93.3081496300000026 44.9717593000000022, -93.3092028300000038 44.9717593000000022, -93.3105331900000010 44.9717593000000022, -93.3124178700000044 44.9717593000000022, -93.3137482399999953 44.9717593000000022, -93.3147462000000019 44.9717593000000022))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 220 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093664-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3ygr9
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Measurements of elephant tusk trophies taken in Botswana 2012"
 ]
}

 The dataset includes 298 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090540-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdetck
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notoacmea alta W.R.B.Oliver, 1926"
 ]
}

 The dataset includes 271 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093683-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn3jbg
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-95.7061132999999984 39.0491871999999987, -95.7061132999999984 39.0495347199999969, -95.7061132999999984 39.0498127400000001, -95.7061132999999984 39.0501602599999984, -95.7061132999999984 39.0504614399999994, -95.7061132999999984 39.0511564800000031, -95.7061132999999984 39.0515040000000013, -95.7057187000000056 39.0515040000000013, -95.7052776099999960 39.0515040000000013, -95.7049061799999947 39.0515040000000013, -95.7043954500000069 39.0515040000000013, -95.7040472300000005 39.0515040000000013, -95.7036293599999937 39.0515040000000013, -95.7032579300000066 39.0515040000000013, -95.7029097100000001 39.0515040000000013, -95.7025150500000024 39.0515040000000013, -95.7021668299999959 39.0515040000000013, -95.7015168199999948 39.0515040000000013, -95.7010293099999956 39.0515040000000013, -95.7004721999999930 39.0515040000000013, -95.7004721999999930 39.0509247999999971, -95.7004721999999930 39.0503919399999972, -95.7004721999999930 39.0501834200000033, -95.7004721999999930 39.0498127400000001, -95.7004721999999930 39.0491871999999987, -95.7011453799999998 39.0491871999999987, -95.7016793199999967 39.0491871999999987, -95.7019346799999937 39.0491871999999987, -95.7024686299999985 39.0491871999999987, -95.7030954199999968 39.0491871999999987, -95.7037222200000031 39.0491871999999987, -95.7040240200000056 39.0491871999999987, -95.7045347399999997 39.0491871999999987, -95.7051847599999945 39.0491871999999987, -95.7056954800000028 39.0491871999999987, -95.7061132999999984 39.0491871999999987))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090541-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5pgfy
title: Occurrence Download

description: A dataset containing 1156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-93.2265191000000044 45.0042928000000018, -93.2265191000000044 45.0052440099999984, -93.2265191000000044 45.0064670000000007, -93.2265191000000044 45.0071464299999988, -93.2265191000000044 45.0083694200000011, -93.2265191000000044 45.0102038899999997, -93.2265191000000044 45.0114268800000019, -93.2265191000000044 45.0121742600000019, -93.2265191000000044 45.0133293000000023, -93.2245469300000025 45.0133293000000023, -93.2223707299999944 45.0133293000000023, -93.2208066000000031 45.0133293000000023, -93.2197184999999990 45.0133293000000023, -93.2197184999999990 45.0125819200000024, -93.2197184999999990 45.0114268800000019, -93.2197184999999990 45.0106795000000020, -93.2197184999999990 45.0095244600000015, -93.2197184999999990 45.0080297000000016, -93.2197184999999990 45.0068067099999993, -93.2197184999999990 45.0053119499999994, -93.2197184999999990 45.0042928000000018, -93.2216906700000010 45.0042928000000018, -93.2226427599999994 45.0042928000000018, -93.2249549600000051 45.0042928000000018, -93.2265191000000044 45.0042928000000018))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1156 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093705-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tarwhy
title: Occurrence Download

description: A dataset containing 1043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.6266889000000049 39.3168882000000011, -76.6266889000000049 39.3175073499999996, -76.6266889000000049 39.3189520399999992, -76.6266889000000049 39.3199151600000008, -76.6266889000000049 39.3211534699999987, -76.6266889000000049 39.3227357399999988, -76.6266889000000049 39.3245932000000025, -76.6250385900000026 39.3245932000000025, -76.6238008499999950 39.3245932000000025, -76.6224255900000060 39.3245932000000025, -76.6205689899999953 39.3245932000000025, -76.6198126000000030 39.3245932000000025, -76.6198126000000030 39.3232860999999971, -76.6198126000000030 39.3215662400000028, -76.6198126000000030 39.3206719100000015, -76.6198126000000030 39.3194336000000035, -76.6198126000000030 39.3186080700000034, -76.6198126000000030 39.3168882000000011, -76.6212566199999969 39.3168882000000011, -76.6230444600000027 39.3168882000000011, -76.6240759100000020 39.3168882000000011, -76.6257949799999949 39.3168882000000011, -76.6266889000000049 39.3168882000000011))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1043 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090549-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsnzv7
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-73.7710359999999952 40.7657312999999988, -73.7710359999999952 40.7666801100000029, -73.7710359999999952 40.7675103199999995, -73.7710359999999952 40.7681428699999984, -73.7710359999999952 40.7687358700000004, -73.7710359999999952 40.7696056200000001, -73.7710359999999952 40.7706335000000024, -73.7697673600000030 40.7706335000000024, -73.7688158800000053 40.7706335000000024, -73.7680626199999949 40.7706335000000024, -73.7670715000000001 40.7706335000000024, -73.7670715000000001 40.7699614200000013, -73.7670715000000001 40.7694079500000015, -73.7670715000000001 40.7689730800000021, -73.7670715000000001 40.7683800699999992, -73.7670715000000001 40.7675893899999977, -73.7670715000000001 40.7670359199999979, -73.7670715000000001 40.7666010499999985, -73.7670715000000001 40.7657312999999988, -73.7680229799999978 40.7657312999999988, -73.7687762300000003 40.7657312999999988, -73.7696484199999958 40.7657312999999988, -73.7701638099999997 40.7657312999999988, -73.7710359999999952 40.7657312999999988))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 723 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093684-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d25sg
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-95.6975032999999939 39.0442667000000014, -95.6975032999999939 39.0455586699999984, -95.6975032999999939 39.0469044700000012, -95.6975032999999939 39.0481964399999981, -95.6975032999999939 39.0491115800000017, -95.6975032999999939 39.0496498999999986, -95.6960009900000017 39.0496498999999986, -95.6943915800000013 39.0496498999999986, -95.6933186299999932 39.0496498999999986, -95.6920310999999941 39.0496498999999986, -95.6912263899999971 39.0496498999999986, -95.6903142000000031 39.0496498999999986, -95.6903142000000031 39.0486270899999965, -95.6903142000000031 39.0479272800000032, -95.6903142000000031 39.0468506400000024, -95.6903142000000031 39.0459893199999968, -95.6903142000000031 39.0452356799999976, -95.6903142000000031 39.0442667000000014, -95.6913336799999996 39.0442667000000014, -95.6920847399999985 39.0442667000000014, -95.6930503899999962 39.0442667000000014, -95.6943379300000032 39.0442667000000014, -95.6951962800000047 39.0442667000000014, -95.6965911100000000 39.0442667000000014, -95.6975032999999939 39.0442667000000014))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 380 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090557-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jftwdj
title: Occurrence Download

description: A dataset containing 3962 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Harpia harpyja (Linnaeus, 1758)"
 ]
}

 The dataset includes 3962 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190800-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzprps
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.7532764999999984 39.2809160999999989, -76.7532764999999984 39.2821281200000030, -76.7532764999999984 39.2831785300000007, -76.7532764999999984 39.2843905399999969, -76.7532764999999984 39.2860873600000033, -76.7532764999999984 39.2872185800000011, -76.7532764999999984 39.2889961999999997, -76.7510074099999997 39.2889961999999997, -76.7495485500000001 39.2889961999999997, -76.7478465399999976 39.2889961999999997, -76.7460634899999974 39.2889961999999997, -76.7450098700000041 39.2889961999999997, -76.7433078699999953 39.2889961999999997, -76.7420921500000048 39.2889961999999997, -76.7400662000000011 39.2889961999999997, -76.7400662000000011 39.2879457900000020, -76.7400662000000011 39.2863297700000018, -76.7400662000000011 39.2843905399999969, -76.7400662000000011 39.2835825299999968, -76.7400662000000011 39.2823705200000006, -76.7400662000000011 39.2809160999999989, -76.7414437700000036 39.2809160999999989, -76.7437130999999937 39.2809160999999989, -76.7449288199999984 39.2809160999999989, -76.7472792100000021 39.2809160999999989, -76.7489812099999966 39.2809160999999989, -76.7513316000000003 39.2809160999999989, -76.7532764999999984 39.2809160999999989))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 218 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090551-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bakvre
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-77.5510364000000010 43.1262158999999983, -77.5510364000000010 43.1289051500000014, -77.5510364000000010 43.1301377200000005, -77.5510364000000010 43.1319305499999999, -77.5510364000000010 43.1334992800000023, -77.5510364000000010 43.1357403199999965, -77.5510364000000010 43.1374210999999974, -77.5479024199999998 43.1374210999999974, -77.5443208700000071 43.1374210999999974, -77.5426420200000024 43.1374210999999974, -77.5404035600000014 43.1374210999999974, -77.5380531699999977 43.1374210999999974, -77.5363743199999931 43.1374210999999974, -77.5343596999999960 43.1374210999999974, -77.5325688000000071 43.1374210999999974, -77.5325688000000071 43.1350680099999977, -77.5325688000000071 43.1337233799999993, -77.5325688000000071 43.1317064500000029, -77.5325688000000071 43.1300256700000020, -77.5325688000000071 43.1277846300000007, -77.5325688000000071 43.1262158999999983, -77.5350312399999950 43.1262158999999983, -77.5365981700000049 43.1262158999999983, -77.5389485599999944 43.1262158999999983, -77.5417466399999995 43.1262158999999983, -77.5439851000000004 43.1262158999999983, -77.5475666499999932 43.1262158999999983, -77.5510364000000010 43.1262158999999983))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 109 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093691-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyx4wz
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba surculosa Franch."
 ]
}

 The dataset includes 300 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156770-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2b78wm
title: Occurrence Download

description: A dataset containing 452484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Droseraceae)"
 ]
}

 The dataset includes 452484 records from 1284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157789-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kgnyy
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.63073 -48.93503,-29.36927 -48.93503,-29.36927 -22.06497,-96.63073 -22.06497,-96.63073 -48.93503))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Piptochaetium napostaense"
 ]
}

 The dataset includes 98 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000722-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4ugyv
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Caledonia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scolopacidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 494 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000724-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18092441
title: Global urban land use dataset

description: An up-to-date, detailed global urban land use map is essential for disclosing urban structures and dynamics as well as their differences across different regions. However, generating an accurate global urban land use map remains challenging due to the complex diversity of land use types and the uneven availability of data. Existing methods, which either rely solely on remote sensing imagery or treat supplementary data like point-of-interest (POI) as mandatory inputs, fail to account for regional data disparities and the complex relationships between different data modalities. In this study, we propose an urban land use mapping framework optimized with POI prompts. First, we acquire global urban Sentinel-2 imagery, POI data, and labeled LU samples from Google Earth Engine (GEE) and OpenStreetMap (OSM), and then propose a POI-Prompt Urban Land-use Mapping Network (PPUL-Net), which utilizes POI prompts to enhance classification accuracy and produce reliable predictions in those regions lacking POI data. Consequently, a global land use dataset (GULU) with a 10 m resolution in 2020 has been produced at the first time. Experimental results show that GULU has an overall accuracy of 84.59 %, demonstrating robust performance across continents. Incorporating POI data improved the accuracies for some challenging categories, such as commercial and institutional lands, by 7.32 % and 17.66 %, respectively. Additionally, using POI as prompts instead of direct pixel-level fusion with imagery increased accuracy by 2.92 %. Finally, analysis of the GULU dataset reveals that Europe and North America exhibit high land use diversity, implying mature urban structures, whereas sub-Saharan Africa and South America are predominantly characterized by residential and undeveloped areas. This dataset provides invaluable insights for urban planning, development monitoring, and sustainable development assessments.
description: If you use this data, please cite this: 



Xiong, Shuping, Xiuyuan Zhang, Haoyu Wang, Yichen Lei, Ge Tan, and Shihong Du. 2025. “Mapping the First Dataset of Global Urban Land Uses with Sentinel-2 Imagery and POI Prompt.” Remote Sensing of Environment 327:114824. doi:10.1016/j.rse.2025.114824.
description: The dataset uses the EPSG:3857 coordinate system.  The land use categories corresponding to dataset numbers 1-9 are: 1: Water bodies, 2: Green spaces, 3: Farmland, 4: Bare land, 5: Residential land, 6: Commercial land, 7: Educational institutions, 8: Industrial land, 9: Transportation land. Country names arereported using consistent ISO 3166-1 alpha-3 (ISO3) country codes.