cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.td3rjg
title: Occurrence Download

description: A dataset containing 39768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 {
 "or" : [
 "Issue is Coordinate out of range",
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum invalid",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Coordinate reprojection failed",
 "Issue is Coordinate reprojection suspicious",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate precision invalid",
 "Issue is Coordinate uncertainty meters invalid",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Country coordinate mismatch",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Country derived from coordinates",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Presumed swapped coordinate",
 "Issue is Presumed negated longitude",
 "Issue is Presumed negated latitude",
 "Issue is Recorded date mismatch",
 "Issue is Recorded date invalid",
 "Issue is Recorded date unlikely",
 "Issue is Taxon match fuzzy",
 "Issue is Taxon match higher rank",
 "Issue is Taxon match none",
 "Issue is Depth not metric",
 "Issue is Depth unlikely",
 "Issue is Depth min max swapped",
 "Issue is Depth non numeric",
 "Issue is Elevation unlikely",
 "Issue is Elevation min max swapped",
 "Issue is Elevation not metric",
 "Issue is Elevation non numeric",
 "Issue is Modified date invalid",
 "Issue is Modified date unlikely",
 "Issue is Identified date unlikely",
 "Issue is Identified date invalid",
 "Issue is Basis of record invalid",
 "Issue is Type status invalid",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid",
 "Issue is References URI invalid",
 "Issue is Error during interpretation",
 "Issue is Individual count invalid"
 ]
 },
 "TaxonKey is Pinus L."
 ]
}

 The dataset includes 39768 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029360-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9xh9s
title: Occurrence Download

description: A dataset containing 332314 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Kazakhstan"
 ]
}

 The dataset includes 332314 records from 719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0366274-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsrm53
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bucco noanamae Hellmayr, 1909"
 ]
}

 The dataset includes 217 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203693-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jv2qe7
title: Occurrence Download

description: A dataset containing 71305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alopecurus myosuroides Huds."
 ]
}

 The dataset includes 71305 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009899-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rg6zru
title: Occurrence Download

description: A dataset listing the 294593 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset's 294593 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127248-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pd3wrn
title: Occurrence Download

description: A dataset containing 28467 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Year 1980-2019",
 "HasCoordinate is true",
 "TaxonKey is Taraxacum campylodes G.E.Haglund",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28467 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024977-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdizco
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leporinus obtusidens (Valenciennes, 1837)"
 ]
}

 The dataset includes 268 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001609-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxv43a
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Julocroton Mart."
 ]
}

 The dataset includes 637 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184888-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e78nvz
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Benin",
 "Country is Burkina Faso",
 "Country is Cameroon",
 "Country is Cabo Verde",
 "Country is Gambia",
 "Country is Ghana",
 "Country is Guinea",
 "Country is Equatorial Guinea",
 "Country is Guinea-Bissau",
 "Country is Côte d’Ivoire",
 "Country is Liberia",
 "Country is Mali",
 "Country is Mauritania",
 "Country is Niger",
 "Country is Nigeria",
 "Country is Saint Helena, Ascension and Tristan da Cunha",
 "Country is Senegal",
 "Country is Sierra Leone",
 "Country is Sao Tome and Principe",
 "Country is Togo"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vigna racemosa (G.Don) Hutch. & Dalziel"
 ]
}

 The dataset includes 1683 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203707-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqvxfc
title: Occurrence Download

description: A dataset containing 12565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-118.4616944999999930 34.0704926000000015, -118.4616944999999930 34.0763776000000007, -118.4616944999999930 34.0835015500000011, -118.4616944999999930 34.0884573499999988, -118.4616944999999930 34.0915547199999978, -118.4616944999999930 34.0977494600000028, -118.4616944999999930 34.1014662999999985, -118.4527080999999953 34.1014662999999985, -118.4452709600000020 34.1014662999999985, -118.4372140699999960 34.1014662999999985, -118.4319460899999967 34.1014662999999985, -118.4229595500000016 34.1014662999999985, -118.4164521999999948 34.1014662999999985, -118.4164521999999948 34.0962007700000029, -118.4164521999999948 34.0912449799999990, -118.4164521999999948 34.0850502400000011, -118.4164521999999948 34.0785457599999972, -118.4164521999999948 34.0704926000000015, -118.4211002699999966 34.0704926000000015, -118.4263682400000022 34.0704926000000015, -118.4307065699999981 34.0704926000000015, -118.4362844200000069 34.0704926000000015, -118.4431017999999938 34.0704926000000015, -118.4499191799999949 34.0704926000000015, -118.4551871500000004 34.0704926000000015, -118.4616944999999930 34.0704926000000015))",
 "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 12565 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090906-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rrsmy
title: Occurrence Download

description: A dataset containing 19807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cylindropuntia imbricata (Haw.) F.M.Knuth, Vicia onobrychioides L., Coronilla valentina L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19807 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184885-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/l4ony6/btsp3a
title: 20240724_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/gpugjj
title: 20240721_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/iu41hb
title: 20241104_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/nwkwdn
title: 20240913_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/qbdctu
title: 20240816_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/qzkuln
title: 20240728_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/rr3zlb
title: 20240817_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/rspyd7
title: 20240804_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/ubhfps
title: 20240729_HOP_REDTEC_gal.txt
DOI: 10.18710/tgrolw/0yuqew
title: 20231118_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/dn1xca
title: 20230830_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/g0ortg
title: 20231027_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/gatqxn
title: 20230829_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/gkcrnb
title: 20230815_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/gsu4ww
title: 20230725_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/jbrxue
title: 20230709_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/rrdyhl
title: 20230711_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/x5nqnr
title: 20230911_NYA_REDTEC_gps.txt
DOI: 10.18710/arlx23/hxhkwv
title: 20240216_BJN_REDOBS_gps.txt
DOI: 10.18710/dja6up/spvnho
title: 20240111_KHO_REDTEC_gal.txt
DOI: 10.18710/l4ony6/7lcilg
title: 20240916_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/beajrb
title: 20240807_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/d3vpto
title: 20240911_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/kjctuk
title: 20241022_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/lwronp
title: 20240814_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/n4wbi0
title: 20240714_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/punjfr
title: 20240819_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/ry6cf2
title: 20240903_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/vmqxjo
title: 20240915_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/wnb93q
title: 20240915_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/yblsy0
title: 20240927_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/zuxw4i
title: 20240731_HOP_REDTEC_gps.txt
DOI: 10.18710/paypjz/wfqoh6
title: Figure_9.jpg

description: High-resolution version of Figure 9.
DOI: 10.18710/tgrolw/i9la2v
title: 20230909_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/ifte81
title: 20230904_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/iws7yo
title: 20231226_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/oqvwbd
title: 20230719_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/rwcz35
title: 20230720_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/yokaf3
title: 20230820_NYA_REDTEC_glo.txt
DOI: 10.18710/arlx23/fsspwr
title: 20240304_BJN_REDOBS_glo.txt
DOI: 10.18710/arlx23/pekwa3
title: 20240128_BJN_REDOBS_gal.txt
DOI: 10.18710/arlx23/qyt5f5
title: 20240311_BJN_REDOBS_gps.txt
DOI: 10.18710/l4ony6/98dmlm
title: 20240704_HOP_REDTEC_glo.txt
DOI: 10.18710/n4n1p4/0fbtbq
title: 02_PSD_s1_m2_noUS_area.txt
DOI: 10.18710/n4n1p4/oexmky
title: 06_ICPMS_upw_para_3.txt
DOI: 10.18710/n4n1p4/rbxjiv
title: 02_PSD_s2_m5_noUS_area.txt
DOI: 10.18710/n4n1p4/x2hgzx
title: 02_PSD_s1_m1_noUS_vol.txt
DOI: 10.18710/r5jlfr/6vfp8t
title: EcoVal_Informed Consent.pdf

description: Information sheet and informed consent sheet.
DOI: 10.18710/r5jlfr/bbmluc
title: EcoVal_Analysis.Rmd

description: R Markdown for data analysis and visualisations.
DOI: 10.18710/tgrolw/2mkcsc
title: 20231231_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/4gmqfv
title: 20230808_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/5a5set
title: 20230713_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/6nouxs
title: 20231026_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/7ujfqn
title: 20230722_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/dtoopl
title: 20230722_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/ggkutz
title: 20230906_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/gulfuc
title: 20230923_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/gv0joq
title: 20230927_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/jyr08x
title: 20230927_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/ktyn2r
title: 20231011_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/mnd6hc
title: 20230805_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/mysdvb
title: 20231017_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/omrbwe
title: 20230919_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/piv8xv
title: 20230921_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/rupipx
title: 20230702_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/unu1tv
title: 20230726_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/w5ajea
title: 20230823_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/y03ir7
title: 20230714_NYA_REDTEC_gal.txt
DOI: 10.18710/y7vgqe/jccpeg
title: 06mnogo_analysis.pdf

description: This is an annotated R markdown file with the R code that explores the 05mnogo_data dataset, and undertakes a regression analysis. Every step is annotated.
DOI: 10.18710/y7vgqe/ktaxy2
title: 06mnogo_analysis.Rmd

description: This is an annotated R markdown file with the R code that explores the 05mnogo_data dataset, and undertakes a regression analysis. Every step is annotated.
DOI: 10.18710/y7vgqe/n6ky4t
title: 06mnogo_analysis.html

description: This is an annotated R markdown file with the R code that explores the 05mnogo_data dataset, and undertakes a regression analysis. Every step is annotated.
DOI: 10.18710/arlx23/4r72gn
title: 20240318_BJN_REDOBS_glo.txt
DOI: 10.18710/arlx23/50lgyi
title: 20240214_BJN_REDOBS_gps.txt
DOI: 10.18710/arlx23/69jp0l
title: 20240229_BJN_REDOBS_glo.txt
DOI: 10.18710/arlx23/sawlqj
title: 20240225_BJN_REDOBS_gps.txt
DOI: 10.18710/augwp4/qkltxx
title: mpall_tipicidad_C1-N.csv
DOI: 10.18710/dja6up/kgvbgo
title: 20240131_KHO_REDTEC_glo.txt
DOI: 10.18710/dja6up/rwe7ht
title: 20240312_KHO_REDTEC_gps.txt
DOI: 10.18710/h8ektm/bewlti
title: FN74.2023-02-16.edi
DOI: 10.18710/h8ektm/hjyipa
title: F074.2023-02-16.edi
DOI: 10.18710/h8ektm/kq2de0
title: F113.2023-02-16.edi
DOI: 10.18710/l4ony6/0kly2b
title: 20241213_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/0qqs7e
title: 20240710_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/21e8fu
title: 20240702_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/3sv4gq
title: 20241105_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/5y1lqp
title: 20241021_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/74i9dx
title: 20241125_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/ahmyxl
title: 20241027_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/fbwol5
title: 20241126_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/jdlvqz
title: 20241228_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/jhvpjn
title: 20241221_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/my8qvg
title: 20240902_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/nhlxni
title: 20240707_HOP_REDTEC_glo.txt
DOI: 10.18710/l4ony6/of0vp6
title: 20241119_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/of646t
title: 20241029_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/s2ydww
title: 20241107_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/u9winy
title: 20241212_HOP_REDTEC_gps.txt
DOI: 10.18710/l4ony6/y7s9iz
title: 20241030_HOP_REDTEC_gps.txt
DOI: 10.18710/n4n1p4/7b0wsz
title: 01_BET_fulliso_2ads.txt
DOI: 10.18710/n4n1p4/k8shfu
title: 07_3ph_Ba(OH)2_solid.txt
DOI: 10.18710/n4n1p4/vthxkn
title: 02_PSD_s3_m3_noUS_number.txt
DOI: 10.18710/n4n1p4/wd7zxd
title: 02_PSD_s3_m2_US_vol.txt
DOI: 10.18710/n4n1p4/zzishf
title: 05_SEM_upw_31d.tif
DOI: 10.18710/uezzus/gcfolp
title: 02_Data_keywords_federal_2010-2013.csv

description: The file contains keywords obtained as a result of keyword analysis in the subcorpus Federal 2010-2013.
DOI: 10.18710/arlx23/cpnwj5
title: 20240302_BJN_REDOBS_glo.txt
DOI: 10.18710/arlx23/ecws34
title: 20240209_BJN_REDOBS_glo.txt
DOI: 10.18710/arlx23/edpcsa
title: 20240302_BJN_REDOBS_gal.txt
DOI: 10.18710/arlx23/ll5jfo
title: 20240326_BJN_REDOBS_gal.txt
DOI: 10.18710/arlx23/mhyw98
title: 20240207_BJN_REDOBS_gal.txt
DOI: 10.18710/arlx23/sg7pk1
title: 20240205_BJN_REDOBS_gps.txt
DOI: 10.18710/n4n1p4/4vmx89
title: 02_PSD_s2_m4_US_vol.txt
DOI: 10.18710/n4n1p4/8xry6k
title: 02_PSD_s1_m5_US_area.txt
DOI: 10.18710/n4n1p4/bs0lfm
title: 02_PSD_s2_m2_US_area.txt
DOI: 10.18710/n4n1p4/m0z5rv
title: 07_upw_Bacore.txt
DOI: 10.18710/n4n1p4/pezzos
title: 02_PSD_s1_m4_US_vol.txt
DOI: 10.18710/n4n1p4/ssrrza
title: 05_SEM_1ph_31d.tif
DOI: 10.18710/ow27b6/bjywur
title: 011_mapping_file_rrnDB_NCBI_pantax_stats_june2022.txt
DOI: 10.18710/qmvict/vfjnpq
title: stressVStime.dat
DOI: 10.18710/t1vqla/j17srm
title: heat_map_p3.png
DOI: 10.18710/tgrolw/2uzmop
title: 20231205_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/4rvt0h
title: 20231111_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/clc7bm
title: 20231228_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/hgnw7i
title: 20231218_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/kai6c8
title: 20231203_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/kdfifo
title: 20231030_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/leqxu6
title: 20231206_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/rqtpvt
title: 20231023_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/xagqqk
title: 20231020_NYA_REDTEC_gal.txt
DOI: 10.18710/uezzus/2fldw7
title: 04_Data_keywords_federal_2018-2021.csv

description: The file contains keywords obtained as a result of keyword analysis in the subcorpus Federal 2018-2021.
DOI: 10.18710/uezzus/cm5yo7
title: 19_Data_tagged_Norway_regional_2014-2017.csv

description: The file contains the sentences with the noun meaning 'Norway' together with a wider context. These sentences and their context were extracted from the raw data, namely the target subcorpus Regional 2014-2017*.
DOI: 10.18710/uezzus/e6nkcp
title: 11_Data_tagged_Russia_federal_2018-2021.csv

description: The file contains sentences with the noun meaning 'Russia' together with a wider context. These sentences and their context were extracted from the raw data, namely the target subcorpus Federal 2018-2021*.
DOI: 10.18710/uezzus/gycqjp
title: 05_Data_keywords_regional_2010-2013.csv

description: The file contains keywords obtained as a result of keyword analysis in the subcorpus Regional 2010-2013.
DOI: 10.18710/uezzus/mqwgdd
title: 03_Data_keywords_federal_2014-2017.csv

description: The file contains keywords obtained as a result of keyword analysis in the subcorpus Federal 2014-2017.
DOI: 10.18710/arlx23/buibte
title: 20240310_BJN_REDOBS_glo.txt
DOI: 10.18710/arlx23/firjsn
title: 20240130_BJN_REDOBS_gal.txt
DOI: 10.18710/b553mb/u4n9sh
title: 02_DEM_20230808_Glacier.tif
DOI: 10.18710/dja6up/rhpd0k
title: 20240128_KHO_REDTEC_glo.txt
DOI: 10.18710/dja6up/rr2cte
title: 20240126_KHO_REDTEC_glo.txt
DOI: 10.18710/ibbsgd/pzf0cv
title: 02_2024_Vallakrebreen_DEM.tif
DOI: 10.18710/l4ony6/aqyvft
title: 20241225_HOP_REDTEC_gal.txt
DOI: 10.18710/l4ony6/ymkku7
title: 20241127_HOP_REDTEC_gal.txt
DOI: 10.18710/n4n1p4/8v5dmc
title: 02_PSD_s3_m2_US_number.txt
DOI: 10.18710/n4n1p4/fqsaww
title: 02_PSD_s3_m5_US_number.txt
DOI: 10.18710/n4n1p4/hmlhpo
title: 04_EDS_Ba.png
DOI: 10.18710/n4n1p4/l1vo3o
title: 02_PSD_s2_m5_US_number.txt
DOI: 10.18710/n4n1p4/yjdalu
title: 02_PSD_s3_m5_noUS_vol.txt
DOI: 10.18710/n4n1p4/ylictr
title: 02_PSD_s2_m3_US_area.txt
DOI: 10.18710/qmvict/h2wpu3
title: misc.zip
DOI: 10.18710/qmvict/pmg1fo
title: U027L000_centered_part_1.trr
DOI: 10.18710/t1vqla/mo5sjw
title: 3_5_2023_G.csv
DOI: 10.18710/t1vqla/ykr5m2
title: 4_5_2023_F_Ship_Dynamics.csv
DOI: 10.18710/tgrolw/ewcbvp
title: 20231018_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/igc2au
title: 20231203_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/kizgww
title: 20231206_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/kqak9q
title: 20231129_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/mhssmp
title: 20231125_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/op1hca
title: 20231014_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/qw1wdx
title: 20231014_NYA_REDTEC_glo.txt
DOI: 10.18710/tgrolw/rl5tvq
title: 20231113_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/stubc7
title: 20231013_NYA_REDTEC_gps.txt
DOI: 10.18710/tgrolw/wfdsgu
title: 20231214_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/xxhho8
title: 20231114_NYA_REDTEC_gal.txt
DOI: 10.18710/tgrolw/zvlbhu
title: 20231103_NYA_REDTEC_gps.txt
DOI: 10.18710/uezzus/h2m9ns
title: 22_Data_tagged_Spitsbergen_federal_2014-2017.csv

description: The file contains sentences with the noun meaning 'Spitsbergen' together with a wider context. These sentences and their context were extracted from the raw data, namely the target subcorpus Federal 2014-2017*.
DOI: 10.18710/uezzus/sjdgyk
title: 00_ReadMe.txt

description: This file contains the documentation of the data set.
DOI: 10.18710/vm0wkq/onf7ek
title: Chromosome 9.csv

description: Contents: Gene (name of gene), 
 Gene ID (Ensemble ID of gene)
 Causal Estimate Least Squares (estimate of the causal effect of the gene on CAD using the least squares estimator), 
 Causal Estimate GMM (estimate of the causal effect of the gene on CAD using the Generalized method of moments estimator),
 se GMM (standard error of the GMM estimator estimated using bootstrapping methods),
 se Least Squares (standard error of the least squares estimator estimated using bootstrapping methods),
 p-value GMM (p-value of the GMM estimator), 
 p-value Least Squares (p-value of the least squares estimator),
 Causal Estimate MVIVW (estimate of the causal effect of the gene on CAD using multivariable Mendelian randomization via the inverse-variance method using the Mendelian Randomization package), 
 se MVIVW (standard error of the estimate for multivariable Mendelian randomization via the inverse-variance method using the Mendelian Randomization package),
 p-value MVIVW (p-value of the estimate for multivariable Mendelian randomization via the inverse-variance method using the Mendelian Randomization package), 
 Causal effect MR (causal effect using univariate Mendelian Randomization), 
 F_stat (conditional F-statistic calculated using the Mendelian Randomization package), 
 Q_stat (cochran's Q-statistic calculated using the Mendelian Randomization package), 
 Q_pval (p-value of the cochran's Q-statistic calculated using the Mendelian Randomization package), 
 lead SNP (the SNP with the lowest p-value in the GWAS summary data for the given locus, hence the most significant SNP), 
 position (position in base pairs of the lead SNP), 
 chromosome (chromosome of the lead SNP), 
 tissue (name of the tissue from where the expression levels of genes are considered in the MVMR causal analysis), 
 No of SNPs (number of SNPs in the MVMR causal analysis), 
 study (GWAS study ebi-a-GCST003116), 
 determinant of LD matrix (the determinant of the Linkage disequilibrium matrix of the SNPs considered in the MVMR causal analysis), 
 determinant of instruments strength matrix (the determinant of the covariance matrix of the instruments and the genes for the SNPs considered in the MVMR causal analysis), 
 LD threshold (maximum allowed LD between SNPs considered as instruments for the causal MVMR analysis).
 
 Purpose: Collection of all results in the MVMR analysis
DOI: 10.18710/yqnsgq/jiksjn
title: Figure_4b.jpg

description: High-resolution version of Figure 4b.
DOI: 10.18710/yqnsgq/wzujax
title: Figure_4c.jpg

description: High-resolution version of Figure 4c.
DOI: 10.18710/arlx23/csem9a
title: 20240313_BJN_REDOBS_glo.txt
DOI: 10.18710/arlx23/oxlqeq
title: 20240528_BJN_REDOBS_gal.txt
DOI: 10.18710/arlx23/qdel1r
title: 20240107_BJN_REDOBS_gal.txt