cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27601035.v1
title: <b>SMRFR: Global multilayer soil moisture dataset with spatiotemporal dynamic insights using machine learning</b>

description: Accurate and continuous monitoring of soil moisture (SM) is crucial for a wide range of applications in agriculture, hydrology, and climate modelling. In this study, we present a novel machine learning (ML) based framework for generating a continuously updated, multilayer global SM dataset, and we introduced SMRFR (e.g., Soil Moisture from Random Forest Regression). Utilizing publicly available reanalysis and remote sensing data for generation, SMRFR provides daily SM estimates at five soil layers (0-5, 5-10, 10-30, 30-50 and 50-100 cm) with a fine spatial resolution of 9-km over the period 2000 to 2023. The evaluation results demonstrate SMRFR's potential to capture the spatial and temporal variability of SM. SMRFR exhibits robust performance in transferring knowledge across continents in capturing transient and seasonal SM dynamics after rainfall events, with medium ubRMSE of 0.0339 m<sup>3</sup>/m<sup>3</sup>. Our novel SM dataset offers basis and scientific reference for agricultural, hydrological, and ecological studies. Due to the whole dataset for the global scale is too big (391.59GB) to deposit at once，we uploaded the data of 2000 to figshare. The whole dataset can be accessed at https://doi.org/10.11888/Terre.tpdc.301526.
DOI: 10.15468/dl.s3qa9z
title: Occurrence Download

description: A dataset containing 343605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podarcis muralis (Laurenti, 1768))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 343605 records from 3921 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014364-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nq8b2u
title: Occurrence Download

description: A dataset listing the 50402 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bryophyta"
 ]
}

 The dataset's 50402 records were derived from 2571 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012693-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7v4gd
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ginalloa flagellaris Barlow"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228672-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kp85k
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tympanis confusa Nyl.",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 45 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146199-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7n56g
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pennahia argentata (Houttuyn, 1782)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 441 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069156-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q87v7u
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gomphostemma ovatum Wall. ex Benth."
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231455-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nme4xk
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ginalloa spathulifolia (Thwaites) Oliv."
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228679-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvz4ff
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus fenestratus Goldblatt"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228893-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fur3yg
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thaumatotibia leucotreta (Meyrick, 1913))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 363 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069157-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5u6544
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tympanis confusa Nyl.",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 78 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146196-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rhccy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus flavoviridis Goldblatt"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228900-230224095556074/datasets/export for details.
DOI: 10.15468/dl.qrkha6
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ginalloa linearis Danser"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228673-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxnb9z
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marsdenia brevisquama Jum. & H.E.P.Perrier"
 ]
}

 The dataset includes 77 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019602-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmqxzu
title: Occurrence Download

description: A dataset containing 3303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen, Occurrence evidence)",
 "Country is one of (Lao People’s Democratic Republic, Myanmar, Malaysia, Indonesia, Brunei Darussalam, Thailand, Singapore, Viet Nam, Philippines, Timor-Leste, Cambodia)",
 "IucnRedListCategory is one of (EN, VU, NT)",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lauraceae"
 ]
}

 The dataset includes 3303 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228908-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knnjwm
title: Occurrence Download

description: A dataset containing 803 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Watersipora subatra (Ortmann, 1890)"
 ]
}

 The dataset includes 803 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069158-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfnspz
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tympanis pithya (Fr.) Gillet",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 38 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146232-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsfwdm
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus tibetanus Waterhouse, 1841"
 ]
}

 The dataset includes 98 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231460-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkbzps
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ginalloa nuda Danser"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228675-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5bsb5
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pleioblastus simonii (Carrière) Nakai)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 850 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069155-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfp5e2
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tympanis hypopodia Nyl.",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 80 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146213-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfq9ah
title: Occurrence Download

description: A dataset containing 1462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acronychia pedunculata (L.) Miq.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1462 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228910-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvbpzj
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Trogon caligatus Gould, 1838, Trogon caligatus caligatus, Trogon violaceus J.F.Gmelin, 1788, Trogon violaceus caligatus Gould, 1838)"
 ]
}

 The dataset includes 83 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228676-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8temy
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruehssia callosa (Juárez-Jaimes) L.O.Alvarado"
 ]
}

 The dataset includes 104 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019603-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmxxas
title: Occurrence Download

description: A dataset containing 10323787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10323787 records from 2359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019627-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucsa6h
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allium fasciculatum Rendle"
 ]
}

 The dataset's 2 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173037-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsagj3
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de datos de las cicadas mexicanas"
 ]
}

 The dataset includes 359 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030736-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bedvy
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus leonensis Hutch."
 ]
}

 The dataset includes 32 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008705-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u64qdw
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centaurea virgata subsp. squarrosa (Willd.) Gugler)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 275 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046364-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n45gar
title: Occurrence Download

description: A dataset containing 6737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Japan",
 "Geometry POLYGON((123.65507 24.2621,123.92252 24.24322,123.94999 24.34244,123.95102 24.39978,123.80888 24.44475,123.74436 24.44634,123.69455 24.41042,123.66056 24.37128,123.65507 24.2621))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 6737 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204920-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdvreq
title: Occurrence Download

description: A dataset containing 17667636 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spinus tristis (Linnaeus, 1758)"
 ]
}

 The dataset includes 17667636 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046351-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjrqxj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asarum maculatum Nakai",
 "TaxonKey is Asarum misandrum B.U.Oh & J.G.Kim"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046365-240506114902167/datasets/export for details.
DOI: 10.15468/dl.ag2s4e
title: Occurrence Download

description: A dataset containing 1825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.64292 -36.26816,6.64292 -36.26816,6.64292 6.26816,-99.64292 6.26816,-99.64292 -36.26816))",
 "HasCoordinate is true",
 "TaxonKey is Solanum paniculatum L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1825 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030736-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hehaz7
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "GadmGid is IND.31_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elephas maximus Linnaeus, 1758",
 "Year 2023-2024"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001903-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtf58g
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 {
 "or" : [
 "PublishingOrg is ff418020-1d67-11d9-8435-b8a03c50a862",
 "PublishingOrg is ccd1ddc0-6c21-11de-8224-b8a03c50a862",
 "PublishingOrg is 7b8aff00-a9f8-11d8-944b-b8a03c50a862",
 "PublishingOrg is bc092ff0-02e4-11dc-991f-b8a03c50a862"
 ]
 },
 "TaxonKey is Cormura brevirostris (Wagner, 1843)"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189049-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6mvp4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pedicularis baumgartenii Simonk.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006937-240130105604617/datasets/export for details.
DOI: 10.15468/dl.ek2v3d
title: Occurrence Download

description: A dataset containing 107520 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Dominican Republic",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 107520 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030736-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wks3s
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Handroanthus abayoy, a new species of Bignoniaceae endemic from Bolivia"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001905-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t4xsf
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhynchostylis retusa (L.) Blume"
 ]
}

 The dataset includes 88 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204927-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umydjy
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bacteria from Penguin Guano, Antarctica"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030737-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgvcng
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Lamprey Survey of Scotland (2003-2005)"
 ]
}

 The dataset includes 1420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001907-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfwtcj
title: Occurrence Download

description: A dataset containing 3590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adansonia digitata L."
 ]
}

 The dataset includes 3590 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015775-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.