cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30939929.v1
title: Effects of winter climate change and reindeer grazing on soil microarthropods in a subarctic forest

description: The data sets consist of non-transformed counts data of Oribatida (Oribatida) and Collembola (Collembola), full names of identified Oribatida and Collembola species with information about feeding guilds, reproductive mode, size class and habitat preference and used literature (Species lists), abundance data of microarthropods (Microarthropods), and daily soil temperature (Temp.May).Data was collected from a subarctic oligotrophic pine forest located close to Kevo Research Station in northern Finland (69°46´N, 26°57´E, 90 m a.s.l.). The forest had an experiment where snow depth had been manipulated (i.e., control and increased snow depth) for two winters (2021-2022, 2022-2023) and reindeer grazing had been manipulated (i.e. grazed and ungrazed) for 55 years. Replication in each snow x grazing combination was four (N=4).<br>Sampling for soil microarthropods was conducted 15th September 2023. One sample consisted of three soil cores (diam. 5 cm, approx. 6 cm depth) and the area was used to normalize microarthropod abundances as individuals m<sup>-2</sup>. Samples were stored cool (~6 °C) and extractions with Tullgren– Berlese-type funnels were started within six days from sampling. The funnels were run for five days, until all samples were dry. During transport, two replicates from control x ungrazed combination got destroyed.<br>Soil temperature was measured at 5 cm depth with sensors (T107 temperature probe, Campbell Scientific Inc., Logan, UT, USA) that were set to record soil temperature (℃) with 10-min interval (CR1000x data logger, Campbell Scientific Inc.). The temperature data was available from the ungrazed area and used to calculate daily average soil temperature.<br>For more information, see the original article which bibliographic information will be provided after publicationVäisänen M, Kantola N, Markkula I () Effects of winter climate change and reindeer grazing on soil microarthropods in a subarctic forest
DOI: 10.15468/dl.579edn
title: Occurrence Download

description: A dataset containing 158500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maniola jurtina",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 158500 records from 773 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067233-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7q9dn
title: Occurrence Download

description: A dataset containing 11793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum italicum (Roth) G.Don",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11793 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017199-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxxgvq
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copiapoa variispinata F.Ritter"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017200-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a3a7f
title: Occurrence Download

description: A dataset containing 7241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa stylosa Desv."
 ]
}

 The dataset includes 7241 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030082-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlosix
title: Occurrence Download

description: A dataset containing 4102506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Denmark",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 4102506 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011716-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyofqe
title: Occurrence Download

description: A dataset containing 6698 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia hyberna L."
 ]
}

 The dataset includes 6698 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011729-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbib2w
title: Occurrence Download

description: A dataset containing 1867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-151.30078 -0.42031,-41.69922 -0.42031,-41.69922 43.42031,-151.30078 43.42031,-151.30078 -0.42031))",
 "HasCoordinate is true",
 "TaxonKey is Hesperocallis A.Gray",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1867 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002912-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iml5ec
title: Occurrence Download

description: A dataset containing 38352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "TaxonKey is Gastropoda",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38352 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046249-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p90nsc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myoporum turbinatum Chinnock",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046261-191105090559680/datasets/export for details.
DOI: 10.15468/dl.xrhyrb
title: Occurrence Download

description: A dataset containing 961 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asterias forbesi (Desor, 1848)"
 ]
}

 The dataset includes 961 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002905-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xlq5c4
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Canis lupus lycaon Schreber, 1775"
 ]
}

 The dataset includes 200 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001960-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvx0xi
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 124 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001960-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbs5km
title: Occurrence Download

description: A dataset containing 1553826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-165.0562 20.18253,-12.66061 20.18253,-12.66061 84.62501,-165.0562 84.62501,-165.0562 20.18253))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Apidae, Noctuidae, Sphingidae, Vespidae)"
 ]
}

 The dataset includes 1553826 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059142-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tt4hri
title: Occurrence Download

description: A dataset containing 16985 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus cerasus L."
 ]
}

 The dataset includes 16985 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001960-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npinbf
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammillaria sphacelata Mart."
 ]
}

 The dataset includes 338 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001960-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqy32t
title: Occurrence Download

description: A dataset containing 2674339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Culicidae"
 ]
}

 The dataset includes 2674339 records from 1005 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059119-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywd932
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla nemoralis Alechin"
 ]
}

 The dataset includes 294 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000096-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guc65z
title: Occurrence Download

description: A dataset containing 15817021 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Butterfly distribution records for the UK from Butterfly Conservation, up to 2019"
 ]
}

 The dataset includes 15817021 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000093-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzaz45
title: Occurrence Download

description: A dataset containing 1792 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Catopsis sessiliflora (Ruiz & Pav.) Mez"
 ]
}

 The dataset includes 1792 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000097-250218110819086/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.28435976
title: 评估景观特征在沿海公园游客情绪波动中的作用：一种机器学习方法

description: 近年来，景观环境对游客情绪的影响日益成为可持续旅游和城市规划研究中的重要话题。然而，关于滨海国家公园多维环境特征与游客情绪之间关系的研究仍然相对有限。本研究整合机器学习和多源数据，系统探讨福建沿海国家公园的景观环境如何影响游客的情绪波动。使用自然语言处理 （NLP） 技术，从社交媒体文本数据中计算情感指数，同时采用语义分割模型和图像分析来提取环境特征数据。LightGBM 模型和 SHAP 方法用于评估不同环境变量对游客情绪的相对重要性，并使用 ArcMap 将结果可视化。结果表明：<b> </b><b>（1）</b> 在过去 5 年中，87.06% 的情绪是积极的，其中福耀群岛、长乐和厦门的情绪指数最高。<b> </b><b>（2）</b>绿化 （0.0–0.2） 和水生率 （0.1–0.15） 对情绪的积极影响最显著，而运输比例和铺路度的影响相对较小。本研究为滨海国家公园的可持续发展提供了理论依据，并为优化景观规划以提升游客的情感体验提供了实践见解。
DOI: 10.15468/dl.wff2dt
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allium polyrhizum Turcz. ex Regel"
 ]
}

 The dataset includes 208 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000099-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftrg8a
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.75384 50.7541,5.1131 50.7541,5.1131 51.02462,4.75384 51.02462,4.75384 50.7541))",
 "HasGeospatialIssue is false",
 "TaxonKey is Spergularia segetalis (L.) G.Don",
 "Year 1000-2005"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000100-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujjfn2
title: Occurrence Download

description: A dataset containing 89382 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observatoire Pelagis boat surveys 2003-2021"
 ]
}

 The dataset includes 89382 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000098-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzj7mf
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Merops philippinus Linnaeus, 1767"
 ]
}

 The dataset includes 471 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000103-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt765p
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Catopsis sessiliflora (Ruiz & Pav.) Mez"
 ]
}

 The dataset includes 636 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000107-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44pway
title: Occurrence Download

description: A dataset containing 128120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Myrmeleontidae, Ascalaphidae)"
 ]
}

 The dataset includes 128120 records from 1602 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000073-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gwf3c
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Newmanilepas mirifica (Zevina, 1976)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126614-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcv64q
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philodendron pseudoundulatum Grau"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074171-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfzekf
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bothrops lutzi (Miranda-Ribeiro, 1915)"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008482-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztr7xd
title: Occurrence Download

description: A dataset containing 1928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Viola selkirkii Pursh ex Goldie"
 ]
}

 The dataset includes 1928 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038089-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3v67c
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Numenes albofascia Leech, 1888",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128672-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ndn9v
title: Occurrence Download

description: A dataset containing 1019 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coronilla cretica L."
 ]
}

 The dataset includes 1019 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008483-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjm3xy
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drimia simensis (Hochst. ex A.Rich.) Stedje"
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089241-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy98uc
title: Occurrence Download

description: A dataset containing 2902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.0454347999999953 39.9767992000000021, -83.0454347999999953 39.9777702499999990, -83.0454347999999953 39.9789653799999982, -83.0454347999999953 39.9806086999999977, -83.0454347999999953 39.9818785300000030, -83.0454347999999953 39.9831483600000013, -83.0454347999999953 39.9842688000000024, -83.0441676899999948 39.9842688000000024, -83.0425281299999938 39.9842688000000024, -83.0402178399999968 39.9842688000000024, -83.0386527999999942 39.9842688000000024, -83.0364915600000018 39.9842688000000024, -83.0354482000000047 39.9842688000000024, -83.0339576899999940 39.9842688000000024, -83.0318707999999930 39.9842688000000024, -83.0318707999999930 39.9830736600000023, -83.0318707999999930 39.9822520100000034, -83.0318707999999930 39.9807580900000019, -83.0318707999999930 39.9796376500000008, -83.0318707999999930 39.9781437299999993, -83.0318707999999930 39.9767992000000021, -83.0339576899999940 39.9767992000000021, -83.0352991500000002 39.9767992000000021, -83.0369387100000012 39.9767992000000021, -83.0379820699999982 39.9767992000000021, -83.0393980599999963 39.9767992000000021, -83.0403668900000014 39.9767992000000021, -83.0417828799999995 39.9767992000000021, -83.0440186400000044 39.9767992000000021, -83.0454347999999953 39.9767992000000021))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 2902 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101696-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywwc8u
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Hylopezus dives",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 105 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073633-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yub8he
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphausia lucens Hansen, 1905"
 ]
}

 The dataset includes 709 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119090-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em9jkk
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phacelia leibergii Brand"
 ]
}

 The dataset includes 68 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072102-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an4sam
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Venezuela (Bolivarian Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aotidae"
 ]
}

 The dataset includes 69 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108739-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.