cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27610683.v3
title: Time-series China urban land use mapping (2016–2022): An approach for achieving spatial-consistency and semantic-transition rationality in temporal domain

description: If you want to use this data, please cite our article:Xiong, S., Zhang, X., Lei, Y., Tan, G., Wang, H., & Du, S. (2024). Time-series China urban land use mapping (2016–2022): An approach for achieving spatial-consistency and semantic-transition rationality in temporal domain. <i>Remote Sensing of Environment</i>, <i>312</i>, 114344.The global urbanization trend is geographically manifested through city expansion and the renewal of internal urban structures and functions. Time-series urban land use (ULU) maps are vital for capturing dynamic land changes in the urbanization process, giving valuable insights into urban development and its environmental consequences. Recent studies have mapped ULU in some cities with a unified model, but ignored the regional differences among cities; and they generated ULU maps year by year, but ignored temporal correlations between years; thus, they could be weak in large-scale and long time-series ULU monitoring. Accordingly, we introduce an temporal-spatial-semantic collaborative (TSS) mapping framework to generating accurate ULU maps with considering regional differences and temporal correlations. Firstly, to support model training, a large-scale ULU sample dataset based on OpenStreetMap (OSM) and Sentinel-2 imagery is automatically constructed, providing a total number of 56,412 samples with a size of 512 × 512 which are divided into six sub-regions in China and used for training different classification models. Then, an urban land use mapping network (ULUNet) is proposed to recognize ULU. This model utilizes a primary and an auxiliary encoder to process noisy OSM samples and can enhance the model's robustness under noisy labels. Finally, taking the temporal correlations of ULU into consideration, the recognized ULU are optimized, whose boundaries are unified by a time-series co-segmentation, and whose categories are modified by a knowledge-data driven method. To verify the effectiveness of the proposed method, we consider all urban areas in China (254,566 km2), and produce a time-series China urban land use dataset (CULU) at a 10-m resolution, spanning from 2016 to 2022, with an overall accuracy of CULU is 82.42%. Through comparison, it can be found that CULU outperforms existing datasets such as EULUC-China and UFZ-31cities in data accuracies, spatial boundaries consistencies and land use transitions logicality. The results indicate that the proposed method and generated dataset can play important roles in land use change monitoring, ecological-environmental evolution analysis, and also sustainable city development.
DOI: 10.15468/dl.e9pw2j
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dimerium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015273-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eexmyj
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6_1",
 "TaxonKey is Erythrophleum fordii"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015275-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ht2w8
title: Occurrence Download

description: A dataset containing 3614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.6116 36.0139,-0.18513 37.00335,0.45854 38.39534,0.54436 39.29768,1.12381 40.54284,3.37652 41.6476,3.33422 42.42223,1.44452 42.43199,1.34351 42.73869,0.70515 42.84463,0.6801 42.7056,-0.0495 42.6868,-0.32353 42.81265,-0.35212 42.70559,-1.77069 43.39032,-2.91257 43.60595,-7.57366 43.96008,-9.41109 43.47423,-9.99369 38.90668,-9.90576 37.90191,-9.41109 36.96908,-5.6116 36.0139))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iris oratoria"
 ]
}

 The dataset includes 3614 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015276-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17760468
title: LINF_290030200

description: Myosin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17760469
title: LINF_290030200

description: Myosin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.2mkahg
title: Occurrence Download

description: A dataset containing 533975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea jacea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 533975 records from 1968 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015260-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zjzt7
title: Occurrence Download

description: A dataset containing 53169 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is Colombia",
 "Country is Brazil",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is Peru",
 "Country is Panama",
 "Country is Ecuador",
 "Country is Costa Rica"
 ]
 },
 "TaxonKey is Artibeus Leach, 1821"
 ]
}

 The dataset includes 53169 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045832-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm7kin
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hoolock hoolock (Harlan, 1834)"
 ]
}

 The dataset includes 214 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033927-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5dd4v
title: Occurrence Download

description: A dataset containing 1594872 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quiscalus mexicanus (Gmelin, 1788)"
 ]
}

 The dataset includes 1594872 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283555-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bu2j76
title: Occurrence Download

description: A dataset containing 887109 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Benin"
 ]
}

 The dataset includes 887109 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041656-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swnjvt
title: Occurrence Download

description: A dataset containing 1246623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1990-1991"
 ]
}

 The dataset includes 1246623 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043458-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ptpqj
title: Occurrence Download

description: A dataset containing 14095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fish Collection of Natural History Museum and Institute, Chiba"
 ]
}

 The dataset includes 14095 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010045-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh9y2t
title: Occurrence Download

description: A dataset containing 25580 species occurrences available in GBIF matching the query:
{
 "or" : [
 "GadmGid is PER.12.4_1",
 "GadmGid is PER.12.5_1",
 "GadmGid is PER.12.3_1",
 "GadmGid is PER.12.2_1",
 "GadmGid is PER.9.7_1"
 ]
}

 The dataset includes 25580 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195414-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ipmq1k
title: Occurrence Download

description: A dataset containing 13876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.57306 -24.43283,27.65783 -25.95131,28.61664 -26.63184,29.53549 -27.02399,30.4943 -27.66274,31.37321 -27.59195,32.01241 -27.62735,32.29206 -26.98839,32.25211 -26.09491,32.14612 -25.55528,32.12614 -24.57823,31.76659 -23.42866,31.60679 -22.85927,31.40704 -22.25051,30.98756 -22.17654,30.28843 -22.15804,29.72913 -21.97292,28.93012 -22.17654,28.39079 -22.45373,27.71164 -23.06158,27.03248 -23.48363,26.57306 -24.43283))",
 "DatasetKey is AM: Freshwater Invertebrates (1900-2005)",
 "HasCoordinate is true",
 "TaxonKey is Insecta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13876 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028521-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va3jhp
title: Occurrence Download

description: A dataset containing 2603 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asphodelus tenuifolius Cav."
 ]
}

 The dataset includes 2603 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045834-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9n2wyv
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Echinometra vanbrunti A.Agassiz, 1863"
 ]
}

 The dataset includes 250 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110580-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rbmx7
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters 0.0-9969.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rubus glaucus Benth."
 ]
}

 The dataset includes 50 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004982-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdetaa
title: Occurrence Download

description: A dataset containing 7586 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anacardium occidentale L."
 ]
}

 The dataset includes 7586 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016363-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5bxmd
title: Occurrence Download

description: A dataset containing 1610 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus massoniana Lamb."
 ]
}

 The dataset includes 1610 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078874-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zna947
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Orchis militaris L."
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110581-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yawbc
title: Occurrence Download

description: A dataset containing 11827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates sylvaticus (LeConte, 1825)",
 "Year 1899-2020"
 ]
}

 The dataset includes 11827 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077768-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf2aea
title: Occurrence Download

description: A dataset containing 1297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 {
 "or" : [
 "DatasetKey is Occurrence records of southern African aquatic biodiversity",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
 },
 {
 "or" : [
 "GadmGid is ZAF",
 "GadmGid is ZAF.4_1",
 "GadmGid is ZAF.4.4.5_1"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tockus rufirostris (Sundevall, 1850)",
 "Year 2018-2018"
 ]
}

 The dataset includes 1297 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253972-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ie31oz
title: Occurrence Download

description: A dataset containing 344358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.03516 43.58039,-117.07031 43.58039,-117.07031 50.06419,-126.03516 50.06419,-126.03516 43.58039))",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "TaxonKey is Corvus brachyrhynchos C.L.Brehm, 1822",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 344358 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003821-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frn9c4
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Turritis glabra L."
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110587-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn96qe
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Helianthus grosseserratus M.Martens"
 ]
}

 The dataset includes 1066 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311171-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cfy58
title: Occurrence Download

description: A dataset containing 1748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apodytes dimidiata E.Mey. ex Arn."
 ]
}

 The dataset includes 1748 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326782-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpbgqg
title: Occurrence Download

description: A dataset containing 33100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ambrosia confertiflora DC., Baccharis brachyphylla A.Gray, Brickellia californica (Torr. & A.Gray) A.Gray, Bromus carinatus Hook. & Arn., Cuscuta indecora Choisy, Delphinium scaposum Greene, Emmenanthe penduliflora Benth., Ipomoea hederacea Jacq., Krameria grayi Rose & J.H.Painter, Krameria erecta Willd. ex Schult.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33100 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066021-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt56fu
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zapornia fusca (Linnaeus, 1766)",
 "Year 1972-2022"
 ]
}

 The dataset includes 243 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318476-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdjkzc
title: Occurrence Download

description: A dataset containing 6982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.51995 38.42613,-6.41485 38.42613,-6.30013 38.42613,-6.30013 38.51402,-6.40441 38.51402,-6.45915 38.51402,-6.51995 38.51402,-6.51995 38.42613))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingCountry is Spain"
 ]
}

 The dataset includes 6982 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010527-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94rvgk
title: Occurrence Download

description: A dataset containing 4107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Blarina brevicauda (Say, 1823)"
 ]
}

 The dataset includes 4107 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074563-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvscnw
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Archiargiolestes pusillissimus Kennedy, 1925)"
 ]
}

 The dataset includes 65 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010528-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.444ner
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudotropheus longior Seegers, 1996"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336700-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tea9h
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parotomys littledalei Thomas, 1918)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074607-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnmuuw
title: Occurrence Download

description: A dataset containing 1876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Erebia pluto (de Prunner, 1798)",
 "Country is one of (Switzerland)"
 ]
}

 The dataset includes 1876 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346048-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bayzzq
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074571-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bs3bfv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garra wanae (Regan, 1914)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336699-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttnap6
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus erioceras Fisch. & C.A.Mey. ex Ledeb."
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074578-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdwap2
title: Occurrence Download

description: A dataset containing 369868 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcarbo niger (Vieillot, 1817)"
 ]
}

 The dataset includes 369868 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0433704-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.