cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12845711
title: Bilateral international migration flow estimates by sex

description: Estimates of bilateral international migration flows by sex between 1990-1995 and 2015-2020 based on methods presented in Abel & Cohen (2022). <br>Part of a collection of files related to bilateral international migration flow estimates by sex. See the Figshare collection for additional files, including bilateral estimates by sex and type of migration (outward, return, and transit).<br>You might also be interested in files for total bilateral international migration flow estimates, provided in another Figshare collection.<br>DownloadUse the download button above for the CSV file or run the code below to bring the data into R directly:<code>library(readr)<br>f &lt;- read_csv("https://figshare.com/ndownloader/files/53235860")</code><br>Version DetailsEstimates of international migration flows by sex from Abel & Cohen (2022) based on the most recent published UN DESA International Migrant Stock (IMS2024) and World Population Prospects (WPP2022) data inputs. Refer to Version 1 (link above) for the estimates presented in the paper, which are based on WPP2019 and IMS2020.A description of the changes between each version of the estimates (of total flows, not by sex) can be found here.<br>Data DetailsRow for each migration corridor - period - sex combination (228 origins x 228 destinations x 4 periods x 2 sexes + 230 origins x 230 destinations x 2 periods x 2 sexes = 627,472).Four columns for each of the data dimensions: <code>year0</code> First year of five-year period <code>sex</code> Sex of persons <code>orig</code> Origin ISO three letter country code <code>dest</code>                         Destination ISO three letter country See the county list file for country names corresponding to the ISO three-letter country codes.Six columns of estimated flows from six different flow-from-stock estimation methods: <code>sd_drop_neg</code> Stock differencing, drop negative values <code>sd_rev_neg</code> Stock differencing, reverse negative values to counterflow <code>mig_rate</code> Migration rates method <code>da_min_open</code> Demographic accounting, minimize migrant transitions (maximize stayers) - open accounting system <code>da_min_closed</code>                                           Demographic accounting, minimize migrant transitions (maximize stayers) - closed accounting system <code>da_pb_closed</code> Demographic accounting, pseudo-Bayesian average of migrant transitions and stayers - closed accounting system Refer to the published paper for detailed information on each method and usage notes.<br>
DOI: 10.6084/m9.figshare.25288816
title: Lead Bioremediation using<i>Tagetes patula</i>

description: Lead Phytoremediation by <i>Tagetes patula</i> in Urban Lead-Contaminated Soils Treated with EDTA and Arbuscular Mycorrhizal Fungi.
DOI: 10.15468/dl.5k5e53
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tephrosia vogelii Hook.f.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 871 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001624-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qzgz4
title: Occurrence Download

description: A dataset containing 19886142 records in GBIF matching the query:
SELECT catalognumber, scientificname, publishingorgkey, institutioncode, datasetkey, gbifid, decimallatitude, decimallongitude, 
 recordedby, identifiedby, eventdate, kingdomkey, phylumkey, classkey, orderkey, familykey, genuskey, subgenuskey, specieskey
 FROM occurrence WHERE
 kingdomkey = 1 AND phylumkey NOT IN (54, 44) 
 AND taxonomicstatus = 'ACCEPTED' //newly added 12Feb2025
 AND hascoordinate = 1
 AND hasgeospatialissues = 0
 AND specieskey IS NOT NULL
 AND occurrencestatus = 'PRESENT'
 -- AND (
 -- basisofrecord = 'HUMAN_OBSERVATION'
 -- OR basisofrecord = 'MACHINE_OBSERVATION'
 -- OR basisofrecord = 'OCCURRENCE'
 -- OR basisofrecord = 'LIVING_SPECIMEN'
 -- OR basisofrecord = 'MATERIAL_SAMPLE'
 -- )
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND datasetkey NOT IN ('040c5662-da76-4782-a48e-cdea1892d14c') 

 The dataset's 19886142 records were derived from 6465 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001616-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/rnb3b6
title: images_39__51.tar.gz
DOI: 10.57745/2cyvi5
title: images_20__51.tar.gz
DOI: 10.57745/3tesau
title: images_38__51.tar.gz
DOI: 10.57745/eis6db
title: images_21__51.tar.gz
DOI: 10.57745/kvpsfy
title: images_30__51.tar.gz
DOI: 10.57745/606oge
title: infos__51.txt
DOI: 10.57745/sybslu
title: batiments__52.prj
DOI: 10.57745/88gpwp
title: batiments__52.shp
DOI: 10.57745/8htvyv
title: batiments__52.shx
DOI: 10.57745/pzybmp
title: batiments__52.cpg
DOI: 10.57745/tt8lkk
title: batiments__52.dbf
DOI: 10.15468/dl.wwgvhy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus hystrix",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005718-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/dcarzs
title: images_06__52.tar.gz
DOI: 10.57745/g2dby6
title: images_10__52.tar.gz
DOI: 10.57745/aw1mlp
title: images_07__52.tar.gz
DOI: 10.57745/fgr4v1
title: images_11__52.tar.gz
DOI: 10.15468/dl.cy6ebn
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus hystrix",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005719-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/6ygvw0
title: images_00__52.tar.gz
DOI: 10.57745/3b1ynb
title: images_18__52.tar.gz
DOI: 10.57745/fgsvoy
title: images_17__52.tar.gz
DOI: 10.57745/aoyfo4
title: images_04__52.tar.gz
DOI: 10.57745/7gh3yj
title: images_01__52.tar.gz
DOI: 10.57745/j6guuo
title: images_13__52.tar.gz
DOI: 10.57745/t736ok
title: images_16__52.tar.gz
DOI: 10.57745/0v72sy
title: images_19__52.tar.gz
DOI: 10.57745/kxhpqk
title: images_12__52.tar.gz
DOI: 10.57745/bobmdh
title: images_14__52.tar.gz
DOI: 10.57745/ldsxvj
title: images_15__52.tar.gz
DOI: 10.15468/dl.hkt5mp
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium perenne × Schedonorus giganteus"
 ]
}

 The dataset includes 68 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043821-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pftkhn
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Luzula subsessilis (S.Watson) Buchenau"
 ]
}

 The dataset includes 931 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043823-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xb78b9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria orientalis (L.) H.Gross, 1913"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043824-241126133413365/datasets/export for details.
DOI: 10.15468/dl.vma385
title: Occurrence Download

description: A dataset containing 1070 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurence of spiders (Araneae) and ants (Formicidae) collected from northern Ghanaian mango orchards and forest savannah"
 ]
}

 The dataset includes 1070 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043822-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsk5pb
title: Occurrence Download

description: A dataset containing 64378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koeleria macrantha (Ledeb.) Schult."
 ]
}

 The dataset includes 64378 records from 739 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043818-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgj34k
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zenion hololepis (Goode & Bean, 1896)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043825-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8sk7n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium perenne × rigidum subsp. rigidum"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043826-241126133413365/datasets/export for details.
DOI: 10.15468/dl.wwch28
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria orientalis E.Vilm."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043828-241126133413365/datasets/export for details.
DOI: 10.15468/dl.vsgthc
title: Occurrence Download

description: A dataset containing 26684 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus persica (L.) Batsch"
 ]
}

 The dataset includes 26684 records from 594 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043827-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuyvnn
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zenopsis conchifer (Lowe, 1852)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 63 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043829-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5ycju
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca gigantea × Lolium perenne"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043830-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tve22v
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria orientalis (L.) Assenov"
 ]
}

 The dataset includes 102 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043831-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6ystd
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus ×amygdalo-persica (Duhamel) Rehder"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043832-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/kr5b-j226
title: The weights of ECMCNet

description: On the twopublicdatasets, the proposedECMCNet achievesmIoU, Sek, andFscd of 73.84%,87.47%, and24.12%,55.70%, and64.02%,87.04% respectively,having thebest performanceamong thesemeth ods. Although we have a larger computational cost and more parameterswith respect tomost comparedmethods, weachievesignificantperformanceimprovement.Specifically, we improve themIoU,Sek, andFscdby0.13%, 0.35%and 0.31%on the Second dataset compared to the second-best method, respectively. Similarly,we improve themIoU, Sek, andFscd by0.80%, 1.69%and0.43%on theLandsat-SCD datasetcomparedtothesecond-bestmethod, respectively.As aresultof theabovediscussion,wearguethat thecomplexity of ourmethodcanbe acceptable especiallyconsidering the significantperformanceimprovementgainsfromourmethod.
DOI: 10.15468/dl.hs9jy6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zesticelus profundorum (Gilbert, 1896)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043833-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5sd5e
title: Occurrence Download

description: A dataset containing 174156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micropterus salmoides (Lacepède, 1802)"
 ]
}

 The dataset includes 174156 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043815-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44nxkm
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Andira inermis (W.Wright) DC."
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145148-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b45cn8
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Chalcopsitta cardinalis (G.R.Gray, 1849)"
 ]
}

 The dataset includes 915 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058055-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7v4hh
title: Occurrence Download

description: A dataset containing 1732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyloniscus riparius (C.Koch, 1838))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1732 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045244-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u618vr
title: Occurrence Download

description: A dataset containing 942418 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Falco peregrinus Tunstall, 1771"
 ]
}

 The dataset includes 942418 records from 685 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038546-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufpcwd
title: Occurrence Download

description: A dataset containing 8559 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 2020-2020"
 ]
}

 The dataset includes 8559 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145921-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7bxja
title: Occurrence Download

description: A dataset containing 1499 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Monticola sharpei (G.R.Gray, 1871)"
 ]
}

 The dataset includes 1499 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058060-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeemmv
title: Occurrence Download

description: A dataset containing 47644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Narthecium ossifragum (L.) Huds.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 47644 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038547-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fjgsy
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Micropsitta geelvinkiana (Schlegel, 1871)"
 ]
}

 The dataset includes 195 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003202-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfh4jy
title: Occurrence Download

description: A dataset containing 90052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa alpina L."
 ]
}

 The dataset includes 90052 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097178-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgqwin
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Anthurium andraeanum Linden ex André",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038548-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.reesnm
title: Occurrence Download

description: A dataset containing 22352809 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 22352809 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129694-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xae3qu
title: Occurrence Download

description: A dataset containing 19687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myiopsitta monachus (Boddaert, 1783)"
 ]
}

 The dataset includes 19687 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058056-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lhul5i
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilosocereus parvus (Diers & Esteves) P.J.Braun"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038550-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2wpvp
title: Occurrence Download

description: A dataset containing 2299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthocharis cardamines (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 2299 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105733-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj4xbr
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza glumipatula Steud."
 ]
}

 The dataset includes 356 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013468-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.