cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/skxavq/kub2cz
title: SRidzuanJCLP.tab

description: :unav
DOI: 10.7910/dvn/skxavq/mu8qte
title: SRidzuanJCLP.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/4ldgeq
title: jobsecurity_industry_interact.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/emjrta
title: jobsecurity_riskproxies_interact.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/ln72ti
title: jobsecurity_het_riskproxies_interact.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/t4yhjc
title: jobsecurity_het_demographics_interact.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/y1e6ih
title: jobsecurity_unempexper_interact.gph

description: :unav
DOI: 10.7910/dvn/g8jvzy/dht33u
title: Prep_Data.do

description: :unav
DOI: 10.7910/dvn/g8jvzy/m1kimt
title: pnas.1518587113.sd02.tab

description: Raw data
DOI: 10.7910/dvn/g8jvzy/nnuzis
title: pnas.1518587113.sd01.tab

description: Raw data
DOI: 10.7910/dvn/g8jvzy/ntqaah
title: nps-2007_cm_clean.tab

description: Raw data
DOI: 10.7910/dvn/g8jvzy/vpjvvn
title: figureB1.do

description: :unav
DOI: 10.7910/dvn/g8jvzy/zm1mkv
title: nps-2007_hh_clean.tab

description: Raw data
DOI: 10.7910/dvn/1nwxkd/dkou4m
title: learningrate.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/f7prr7
title: learningrate_het_educ_conf.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/gyl0cb
title: learningrate_het_interact.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/i1w5sb
title: lpoly_earnmean.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/m2qnpd
title: learningrate_RRpilot.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/v2hxkk
title: lpoly_earnuncert.gph

description: :unav
DOI: 10.7910/dvn/dwcmor/lj4ieh
title: base de dados - Ética e corrupção em democracia.tab

description: Corruption and Ethics in Democracy: The Portuguese Case, 2006
DOI: 10.7910/dvn/g8jvzy/2veeod
title: Replication.Rmd

description: :unav
DOI: 10.7910/dvn/g8jvzy/arondc
title: Replication.html

description: :unav
DOI: 10.7910/dvn/g8jvzy/g9cdew
title: Replication_Info.txt

description: Please read this first
DOI: 10.7910/dvn/g8jvzy/jphsid
title: SL_admin_chiefdom.prj

description: Raw data
DOI: 10.7910/dvn/g8jvzy/njcu7y
title: SL_admin_chiefdom.dbf

description: Raw data
DOI: 10.7910/dvn/g8jvzy/otezrx
title: ruggedness_by_chiefdom_SL_30m_1km.xlsx

description: Raw data
DOI: 10.7910/dvn/g8jvzy/wgj2ik
title: SL_admin_chiefdom.sbn

description: Raw data
DOI: 10.7910/dvn/1nwxkd/c6tg5d
title: nationalunemp_het_interact.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/cb6sij
title: lpoly_finprosp.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/mptayx
title: lpoly_prior_outcomes.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/w5qtk6
title: minq.ado

description: :unav
DOI: 10.7910/dvn/1nwxkd/xpytyo
title: multproc.ado

description: :unav
DOI: 10.7910/dvn/1nwxkd/zxdvvr
title: lpoly_persunemp.gph

description: :unav
DOI: 10.7910/dvn/g8jvzy/fhbfwr
title: SL_admin_chiefdom.shp

description: Raw data
DOI: 10.7910/dvn/g8jvzy/jztmzl
title: SL_admin_chiefdom.sbx

description: Raw data
DOI: 10.7910/dvn/g8jvzy/ofef6i
title: SL_admin_chiefdom.shx

description: Raw data
DOI: 10.7910/dvn/1nwxkd/60ljfw
title: posterior_hist_35.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/9yp31o
title: posterior_hist_5.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/b89lrm
title: posterior_followup_hist_5.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/l46jlh
title: posterior_followup_hist_35.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/qulsfm
title: prior_hist_35.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/ya2yhb
title: prior_hist_5.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/dcdhhf
title: priors2018_incentive.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/exva1h
title: priors2018_noincentive.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/gjwadl
title: priors2018_pooled.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/opnin1
title: priors2018_noincentive.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/umhao2
title: priorposterior_hist.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/vcf5qa
title: priors2018_incentive.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/1occna
title: priorsall.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/ex4ugu
title: priorsall2.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/nmwdso
title: priors2018_pooled.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/wfq5xe
title: priorsall.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/zkvhao
title: priorsall2.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/09alr8
title: R2.qsf

description: :unav
DOI: 10.7910/dvn/1nwxkd/lpkhtq
title: recessioncauses_higheduc.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/m1io9b
title: readme.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/nbjlup
title: R3.qsf

description: :unav
DOI: 10.7910/dvn/1nwxkd/th2bzb
title: priorsbyincentive.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/vbord0
title: R1.qsf

description: :unav
DOI: 10.7910/dvn/1nwxkd/2ong7d
title: RN_SPF_recession.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/95d2ja
title: robustnessexperiment1.tab

description: :unav
DOI: 10.7910/dvn/1nwxkd/9dkccf
title: recessioncauses_loweduc.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/dmks4h
title: recession_causes.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/o4jg8b
title: robustnessexperiment1.csv

description: :unav
DOI: 10.7910/dvn/1nwxkd/qjy8iy
title: recessioncauses.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/b5pq7m
title: robustnessexperiment3.csv

description: :unav
DOI: 10.7910/dvn/1nwxkd/dzvtfm
title: robustnessexperiment2.csv

description: :unav
DOI: 10.7910/dvn/1nwxkd/u544ur
title: robustnessexperiment3.tab

description: :unav
DOI: 10.7910/dvn/1nwxkd/uhp9wy
title: robustnessexperiment2.tab

description: :unav
DOI: 10.7910/dvn/1nwxkd/wpqlla
title: scatter_35.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/01k3yf
title: scatter_followup_5.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/gzfo74
title: scatterbeliefupdating.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/jnyezb
title: scatter_followup_35.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/pph07t
title: scatterbeliefupdatingfollowup.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/usjafq
title: scatter_5.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/2ivjoi
title: Table3behavior.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/dcfwoc
title: sigstar.ado

description: :unav
DOI: 10.7910/dvn/1nwxkd/ejxw3d
title: Table2mainresults.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/figwnm
title: scheme-lean2.scheme

description: :unav
DOI: 10.7910/dvn/1nwxkd/ftyqoe
title: sumstats.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/p9rc8m
title: SCE_SPF_probunemp.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/vyhlpr
title: Table1learning_rates.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/ccghuk
title: TableA12jobinsecurity_het_demographics_interact.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/fcuour
title: TableA10learning_rates_het_interact.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/hts4sa
title: TableA11learning_rates_het_educ_conf.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/jmgzzs
title: TableA13jobinsecurity_het_riskproxies_interact.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/yy3oub
title: table4_persistence.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/26si8j
title: TableA14earnings_het_demographics_interact.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/3zomn0
title: TableA18learning_rates_RRpilot.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/4wupb2
title: TableA16infl_mean_heterogeneity.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/5n0uod
title: TableA17infl_sd_heterogeneity.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/cuzwoa
title: TableA15nationalunemp_het_interact.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/uqexov
title: TableA19D_conf_RRpilot.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/joxfx1
title: TableA22demandfornews.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/nflz5w
title: TableA20macrooutcomes_RRpilot.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/qxrb3g
title: TableA26heteroinsurancefirm.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/ryuxkf
title: TableA21demandexperiment.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/yalvww
title: TableA23WEIGHTSMAINTABLE.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/2o8dmd
title: TableA7correlates_prior.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/b8i7ey
title: TableA9persistence.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/jpyvw2
title: TableA6balance_followup.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/jvmcxo
title: TableA5balance.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/le26oo
title: TableA4consumers_profforecasters_table.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/ykkncp
title: TableA2sumarystats.do

description: :unav
DOI: 10.7910/dvn/1nwxkd/8icqdj
title: table_behavior.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/9sfl6e
title: unempl_increase_county.eps

description: :unav
DOI: 10.7910/dvn/1nwxkd/aixd34
title: unempl_increase_county.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/jfdjsw
title: unempl_increase_county.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/vmbmvu
title: table_mainresults.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/zfwybd
title: table_macro_RRpilot.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/2zzy5n
title: updating_35.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/8d3dyy
title: unempl_increase.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/8nmeum
title: unemprates_countylevel.tab

description: :unav
DOI: 10.7910/dvn/1nwxkd/a0payq
title: unemploymentexpectations.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/bis0we
title: unempl_increase.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/ks3brp
title: unempl_increase.eps

description: :unav
DOI: 10.7910/dvn/1nwxkd/ep0wsu
title: weightnewtable.tex

description: :unav
DOI: 10.7910/dvn/1nwxkd/fsjfds
title: updating_followup_5.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/hagrpu
title: updatingrecession.pdf

description: :unav
DOI: 10.7910/dvn/1nwxkd/nkod6p
title: updating_5.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/tlho8l
title: updating_followup_35.gph

description: :unav
DOI: 10.7910/dvn/1nwxkd/z6nc7x
title: weights_ACS.tab

description: :unav
DOI: 10.7910/dvn/1nwxkd/x9uypx
title: zip_county_crosswalk.tab

description: :unav
DOI: 10.7910/dvn/lg2rls/tdh8n3
title: JHR_Clark and Zhao_Replication.R

description: R script
DOI: 10.15468/dl.naya4h
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies pinsapo Boiss.)",
 "Country is one of (Spain)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 179 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029241-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lg2rls/mwxlah
title: LA_CAT_reference.tab

description: Data on references to torture and to the UN Convention against Torture (CAT) in Amnesty International's Urgent Action (UA) appeals on Latin American countries, 1985-2007. Data created by Ann Marie Clark and Purdue University research team based on Amnesty International Urgent Action appeals. Variables: COW country id, year, number of UAs on torture, number of UAs mentioning CAT, total Urgent Actions, country name. The broader research project, Ann Marie Clark (PI) and Paul J Bracke (co-PI), “Human Rights Texts for Digital Research: Archiving and Analyzing Amnesty International’s Historic 'Urgent Action’ Bulletins at Purdue University,” received funding from Office of the Vice President for Research, Purdue University, award no. 206400. 2012.
DOI: 10.7910/dvn/ss4lnn/5hyizn
title: c1c2_precision_recall_crossvalidation.tab

description: :unav
DOI: 10.7910/dvn/ss4lnn/diqqrj
title: c1c2_vs_c1_precision_recall.r

description: :unav
DOI: 10.7910/dvn/ss4lnn/ktsbbo
title: c1c2_vs_cross_validation_precision_recall.r

description: :unav
DOI: 10.7910/dvn/ss4lnn/qlty5h
title: c1c2_vs_c1_precision_recall.pdf

description: :unav
DOI: 10.7910/dvn/ss4lnn/r23rhq
title: c1c2_vs_cross_validation_precision_recall.pdf

description: :unav
DOI: 10.7910/dvn/ss4lnn/sqi0wj
title: c1c2.tab

description: :unav
DOI: 10.7910/dvn/ss4lnn/jdygyn
title: CASM_c2_deep_text.py

description: :unav
DOI: 10.7910/dvn/ss4lnn/kuzi9z
title: CASM_divide_irrelevant.R

description: :unav
DOI: 10.7910/dvn/ss4lnn/tgd7mk
title: CASM_keyword_irrelevant_count.pdf

description: :unav
DOI: 10.7910/dvn/ss4lnn/tqbhp1
title: CASM_generate_predicted_probability_text.py

description: :unav
DOI: 10.7910/dvn/ss4lnn/weiq3q
title: CASM_generate_predicted_probability_image.py

description: :unav
DOI: 10.7910/dvn/ss4lnn/xixzfj
title: CASM_c1_deep_text.py

description: :unav
DOI: 10.7910/dvn/ss4lnn/ee9tz7
title: CN-shi-A.prj

description: :unav
DOI: 10.7910/dvn/ss4lnn/khfnn8
title: CN-shi-A.shp

description: :unav
DOI: 10.7910/dvn/ss4lnn/l94ozx
title: CN-shi-A.sbx

description: :unav
DOI: 10.7910/dvn/ss4lnn/tbcyrv
title: CASM_Wickedonna.R

description: :unav
DOI: 10.7910/dvn/ss4lnn/tekvzp
title: CN-shi-A.dbf

description: :unav
DOI: 10.7910/dvn/ss4lnn/zqncuv
title: CN-shi-A.sbn

description: :unav
DOI: 10.7910/dvn/ss4lnn/a0tn2j
title: dependency.py

description: :unav
DOI: 10.7910/dvn/ss4lnn/jp4y2e
title: common_operations.py

description: :unav
DOI: 10.7910/dvn/ss4lnn/lmsrvz
title: firststage_c1_SVM_NB_precision_recall.pdf

description: :unav
DOI: 10.15468/dl.ubunfj
title: Occurrence Download

description: A dataset listing the 56385 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((26.7542939189847 1.2186193716968,36.9991642472184 13.6345880476356,41.544901412726 10.038706409249,37.5419388341447 2.16847489881781,35.84576825 -7.80500813595271,36.2528491901947 -16.0144737632128,34.2174444892211 -16.5572483501391,27.5006089760084 -8.95840413317107,26.7542939189847 1.2186193716968))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 56385 records were derived from 840 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257546-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxabhq
title: Occurrence Download

description: A dataset containing 482450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Phalaris arundinacea L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 482450 records from 1021 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022327-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25ba7k
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tegenaria parietina",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056885-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drdpjg
title: Occurrence Download

description: A dataset listing the 30 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Angelica sylvestris, Oenanthe lachenalii, Pastinaca sativa, Peucedanum officinale, Achillea filipendulina, Bellis perennis, Centaurea cyanus, Crepis capillaris, Glebionis segetum, Hieracium lachenalii, Hieracium umbellatum, Hypochaeris glabra, Hypochaeris radicata, Pilosella officinarum, Scorzoneroides autumnalis, Senecio inaequidens, Campanula fragilis, Campanula, Campanula rotundifolia, Campanula serrata, Campanula witasekiana, Jasione montana, Mutarda, Raphanus sativus, Cerastium fontanum, Stellaria graminea, Stellaria longifolia, Rumex acetosa, Rumex acetosella, Deutzia scabra, Hydrangea petiolaris, Philadelphus lewisii, Sambucus nigra, Viburnum opulus, Actinidia arguta, Calluna vulgaris, Erica tetralix, Lysimachia maritima, Cytisus scoparius, Lathyrus pratensis, Lotus alpinus, Lotus conimbricensis, Lotus corniculatus, Lotus pedunculatus, Lotus tenuis, Lotus, Melilotus altissimus, Ornithopus compressus, Robinia pseudoacacia, Sophora chrysophylla, Sophora flavescens, Trifolium bocconei, Trifolium gemellum, Trifolium isthmocarpum, Trifolium pratense, Trifolium repens, Trifolium strictum, Vicia americana, Vicia sativa, Vicia villosa, Quercus macrocalyx, Coffea arabica, Clerodendrum thomsoniae, Ligustrum lucidum, Ligustrum ovalifolium, Digitalis purpurea, Plantago lanceolata, Veronica officinalis, Scrophularia hypericifolia, Scrophularia kakudensis, Scrophularia megalantha, Scrophularia nodosa, Euphorbia milii, Euphorbia cremersii, Euphorbia kondoi, Euphorbia leuconeura, Euphorbia milii, Euphorbia primulifolia, Hypericum perforatum, Juncus gerardi, Avenella flexuosa, Dactylis glomerata, Festuca rubra, Holcus lanatus, Lolium multiflorum, Poa trivialis, Papaver dubium, Ranunculus repens, Prunus serotina, Rosa gallica, Rosa multiflora, Rosa rugosa, Rubus bergii, Rubus bifrons, Rubus, Rubus schleicheri, Urtica dioica, Solanum dulcamara, Pinus massoniana)",
 "GadmGid is GRL",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset's 30 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056855-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prk699
title: Occurrence Download

description: A dataset containing 34129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calystegia soldanella"
 ]
}

 The dataset includes 34129 records from 639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056884-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8q7qg
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrosterigma attenuatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056888-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs8mvc
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Tethys"
 ]
}

 The dataset includes 62 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056889-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqbvhh
title: Occurrence Download

description: A dataset containing 55259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didelphis virginiana"
 ]
}

 The dataset includes 55259 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056799-250827131500795/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.28746899.v3
title: Data from "The role of song in a secondary contact zone between two coastal white-crowned sparrow subspecies."

description: These files are data and analysis scripts from "The role of song in a secondary contact zone between two coastal white-crowned sparrow subspecies." See the README for details on each file.
DOI: 10.15468/dl.663yb6
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zygiella x-notata",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056890-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdzp94
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zygiella x-notata",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056891-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17109498
title: Dataset for A Statistical Survey of F2 Layer Peak Properties in the Polar Cap Ionosphere Observed by RISR-N

description: This archive contains the dataset for the publication "A Statistical Survey of F2 Layer Peak Properties in the Polar Cap Ionosphere Observed by RISR-N." This archive will provide a general guide to run the code and reproduce 1. The Figures from this associated publication, 2. The processed RISR-N files with our fitting algorithm applied, and 3. The subgroups of lifted, dense, and both events from our processed RISR-N files. 

Table of Contents:

1. Fitted_ISR_Data.zip    - All console output from processing scripts     - Each RISR-N experiments fitted counterpart

2. Ionosphere_Models.zip    - Proxy-AE (Directory) : Interpolated AE measurements from ELFIN database beyond 2020    - All console output from processing scripts    - All geophysical indicies from NASA OMNI database interpolated to line up with RISR-N time steps in models-*.h5    - All empirical model estimates from IRI and E-CHAIM aligned with RISR-N time steps in models-*.h5 file. 

3. Proxy_AE.zip    - Proxy AE measurements in .csv form from Elfin database.    4. FittingScript.py :     - Python script that fits each time step of each RISR-N experiment.    5. FittingShellScript.sh :     - Shell Script that batches all RISR-N experiments by year to speed up computation.    6. ModelScript.py :     - Python script that gathers NASA OMNI geophysical conditions and empirical model outputs.    7. ModelShellScript.sh :     - Shell script that batches the ModelScript.py script.    8. AE_Interpolating.ipynb      - The notebook that interpolates and creates the Proxy\_AE directory in the Ionosphere\_Model.

9. DataCoverageFigures.ipynb    - Creates the DataCoverage figure.

10. Lifting_Detection_Code.ipynb    - The notebook that steps through all of the processed RISR-N experiments and applies detection code.    - This creates the Both/Dense/Lifted\_Events.h5 files.

11. Making_Figures_20250716.ipynb    - Makes all of the figures for the paper from the Lifted/Dense/Both\_Events.h5 files.

12. io_utils3.py    - Same as the io\_utils3.py as the directory above.

13. work_utls.py    - A post-processing script that opens the HDF5 to unwrap the processed files and model files into a dictionary to produce the figures.14. utilities.py :     - Python script that includes the timeslice class structure.

15. Lifted_events.h5 :     - HDF5 file of all identified lifted events.      16. Dense_Events.h5 :     - HDF5 file of all identified dense events.      17. Both_Events.h5 :     - HDF5 file of all identified both events.