cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aamc8c
title: Occurrence Download

description: A dataset containing 15519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eurycea bislineata (Green, 1818)"
 ]
}

 The dataset includes 15519 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292133-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzp4pk
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Legitimocythere Coles & Whatley, 1989"
 ]
}

 The dataset includes 348 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300788-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zoqpz7
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Metcalfia mexicana (Scribn.) Conert"
 ]
}

 The dataset includes 60 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007725-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwrqyr
title: Occurrence Download

description: A dataset containing 2968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizophora mangle L.",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 2968 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005463-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44rbbj
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kiaeria starkei (F.Weber & D.Mohr) I.Hagen",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001382-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ogakvl
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Axis axis (Erxleben, 1777)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 92 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007725-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6qpwe
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ardisia keithleyi Merr."
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011503-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l0icji
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1993-2017",
 "TaxonKey is Tubastraea coccinea Lesson, 1830"
 ]
}

 The dataset includes 58 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007725-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh4ha3
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Astragalus polyacanthus Benth."
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011507-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2kcj7
title: Occurrence Download

description: A dataset containing 37367 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica nigra (L.) W.D.J.Koch"
 ]
}

 The dataset includes 37367 records from 444 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0308740-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jahsjj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asystasia gangetica subsp. gangetica"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005295-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzrgxc
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Actinopus clavero Ríos-Tamayo & Goloboff, 2018",
 "TaxonKey is Actinopus rufipes (Lucas, 1834)",
 "TaxonKey is Actinopus Perty, 1833"
 ]
}

 The dataset includes 288 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289286-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uas6u
title: Occurrence Download

description: A dataset containing 1119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charaxes varanes Cramer, 1764"
 ]
}

 The dataset includes 1119 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036152-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rstgbp
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron fulgens Hook.fil."
 ]
}

 The dataset includes 66 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041736-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.orqqiz
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago radula Nutt.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 224 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005295-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25949773
title: Matrix Decomposition Approach for Structural Equation Modeling as an Alternative to Covariance Structure Analysis and Its Theoretical Properties

description: Matrix decomposition structural equation modeling (MDSEM) is introduced as a novel approach in structural equation modeling, contrasting with traditional structural equation modeling (SEM). MDSEM approximates the data matrix using a model generated by the hypothetical model and addresses limitations faced by conventional SEM procedures by emphasizing factor analysis with <i>L</i><sub>2</sub> penalization. Key advantages of MDSEM include preventing improper solutions, the ability to compute observation-wise residuals without post-hoc factor score estimation and ease in identifying equivalent models. These benefits are attributed to its matrix decomposition techniques, allowing for direct model fitting to the data matrix, unlike the covariance structure fitting in CS-SEM. An iterative algorithm for parameter estimation is proposed, guaranteeing a monotonically decreasing function value. Theoretical properties of MDSEM are examined, revealing its shared characteristics with existing factor analysis and SEM. Numerical simulations and real data examples validate that MDSEM produces results comparable to existing methods when adequately calibrated.
DOI: 10.6084/m9.figshare.25949773.v1
title: Matrix Decomposition Approach for Structural Equation Modeling as an Alternative to Covariance Structure Analysis and Its Theoretical Properties

description: Matrix decomposition structural equation modeling (MDSEM) is introduced as a novel approach in structural equation modeling, contrasting with traditional structural equation modeling (SEM). MDSEM approximates the data matrix using a model generated by the hypothetical model and addresses limitations faced by conventional SEM procedures by emphasizing factor analysis with <i>L</i><sub>2</sub> penalization. Key advantages of MDSEM include preventing improper solutions, the ability to compute observation-wise residuals without post-hoc factor score estimation and ease in identifying equivalent models. These benefits are attributed to its matrix decomposition techniques, allowing for direct model fitting to the data matrix, unlike the covariance structure fitting in CS-SEM. An iterative algorithm for parameter estimation is proposed, guaranteeing a monotonically decreasing function value. Theoretical properties of MDSEM are examined, revealing its shared characteristics with existing factor analysis and SEM. Numerical simulations and real data examples validate that MDSEM produces results comparable to existing methods when adequately calibrated.
DOI: 10.15468/dl.qg729k
title: Occurrence Download

description: A dataset containing 16878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenus ferrugineus L."
 ]
}

 The dataset includes 16878 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253384-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncmvbd
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BID-Malawi's Lymantriidae-Biodiversity-Data-Records"
 ]
}

 The dataset includes 338 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036165-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ewdkp
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron lepidotum Wall."
 ]
}

 The dataset includes 305 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041738-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sfsfg
title: Occurrence Download

description: A dataset containing 1203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((7.125 52.275,7.175 52.275,7.175 52.325,7.125 52.325,7.125 52.275))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1203 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0308212-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvbioq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudolaguvia ferula Ng, 2006",
 "Country is India"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005295-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnzxcm
title: Occurrence Download

description: A dataset containing 5557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucomys volans (Linnaeus, 1758)"
 ]
}

 The dataset includes 5557 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058089-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvxskc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lacerta viridis (Laurenti, 1768)",
 "Geometry POLYGON((14.589843 57.704147,14.589843 34.885930,55.019531 34.885930,55.019531 57.704147,14.589843 57.704147))",
 "HasCoordinate is true",
 "BasisOfRecord is Machine Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005296-150615163101818/datasets/export for details.
DOI: 10.15468/dl.tyrg5u
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gnaphalium coarctatum Willd.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 56 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036178-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkajnj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "or" : [
 "ScientificName is × Asplenophyllitis confluens (Moore ex E.J.Lowe) Alston",
 "ScientificName is × Asplenophyllitis confluens",
 "ScientificName is x Asplenophyllitis confluens",
 "ScientificName is × Asplenophyllitis confluens (Moore ex E.J.Lowe) Alston",
 "ScientificName is × Asplenophyllitis confluens (Moore ex E.J.Lowe) Alston",
 "ScientificName is × Asplenophyllitis confluens (Moore ex E.J.Lowe) Alston"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005296-160803222355964/datasets/export for details.
DOI: 10.15468/dl.jkvb5n
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamerion angustifolium (L.) Scop.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322014-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1oaq5x
title: Occurrence Download

description: A dataset containing 5335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tithonia diversifolia (Hemsl.) A.Gray"
 ]
}

 The dataset includes 5335 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009006-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvupmq
title: Occurrence Download

description: A dataset containing 16632 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BANDAPHO, BAse de DAtos sobre Aphodiidae"
 ]
}

 The dataset includes 16632 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047981-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qp4je
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Emberiza jankowskii Taczanowski, 1888",
 "Year 1000-2021"
 ]
}

 The dataset includes 67 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280543-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbgaaj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeveria pringlei (S.Watson) Rose"
 ]
}

 The dataset includes 47 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005296-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cyxn5
title: Occurrence Download

description: A dataset containing 732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iberolacerta monticola (Boulenger, 1905)"
 ]
}

 The dataset includes 732 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036182-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n26p2
title: Occurrence Download

description: A dataset containing 18523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mirafra javanica Horsfield, 1821",
 "Year 1000-2021"
 ]
}

 The dataset includes 18523 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280541-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfcm4r
title: Occurrence Download

description: A dataset containing 2771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cascabela ovata (Cav.) Lippold"
 ]
}

 The dataset includes 2771 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053162-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.11zgxc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycaste skinneri Lindl.",
 "Country is Mexico"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005297-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9fgdf
title: Occurrence Download

description: A dataset containing 1172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Strix rufipes P.P.King, 1827"
 ]
}

 The dataset includes 1172 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036188-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fncjpy
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cattleya aclandiae Lindl., Cattleya acuensis (Fowlie) Van den Berg, Cattleya adelinae (V.P.Castro) Van den Berg)"
 ]
}

 The dataset includes 102 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053163-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7927/wvje-sn95
title: Global Farm Size, Version 1, 2000

description: The aim of this research is to create a global map of farm sizes. We do this by merging two currently available sources of information on the distribution of farm sizes across the world: national level data on farm size distributions, and subnational data on field size distributions. The resulting map is a dataset of where different sizes of farms are distributed globally. As with the geospatial products on which the map is derived, we caution that this map should not be used for detailed within country-level analysis, but is intended for global assessment studies, where results are typically aggregated at the regional or global level. This document explains the underlying data, pre-processing, and algorithm we developed to create this map. We were driven to create this map as a work that can be built upon and improved as higher resolution and more accurate data become available.
DOI: 10.15468/dl.2ymdqf
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Karpatiosorbus ×hybrida (Bechst.) Sennikov & Kurtto",
 "HasCoordinate is true"
 ]
}

 The dataset includes 571 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300302-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3243wu
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Promops nasutus (Spix, 1823)"
 ]
}

 The dataset includes 218 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025434-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knofqc
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sempervivum L.",
 "Geometry POLYGON((5 43,5 45,9 45,9 43,5 43))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 69 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005300-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ejn88
title: Occurrence Download

description: A dataset containing 634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iberolacerta Arribas, 1999",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 634 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036191-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.