cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11046533
title: BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection

description: Artifacts for the paper titled BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection.

This artifact repository contains 3 compressed folders, as follows: 




File Name
Benchmark System


fse-ob.zip
Online Boutique


fse-ss.zip
Sock Shop


fse-tt.zip
Train Ticket




Each zip file contains the collected data from the corresponding microservice benchmark systems (e.g., fse-ob.zip contains metrics data collected from the Online Boutique system). 

Data description

To collect the metrics data, we deploy three benchmark microservice systems: Online Boutique, Sock Shop, and Train Ticket, on a Kubernetes cluster consisting of one master node and five worker nodes. Then, we deploy a monitoring system to monitor and collect resource-level and service-level metrics. To generate traffic, we use the load generators supplied by these systems and tailor them to explore all services with a load of 40-50 requests per second. Initially, we operate the applications normally to gather metrics data under normal conditions. Then, we inject faults into the running services. We execute into the designated container using kubectl exec. For CPU hog and memory leak, we use stress-ng to stress the container resource. For network delay and packet loss, we use tc (traffic control) to manipulate the traffic of the container. Specifically, we inject faults into five targeted services of Sock Shop (carts, catalogue, orders, payment, and user), five targeted services of Online Boutique (adservice, cartservice, checkoutservice, currencyservice, and productcatalogue), and five targeted services of Train Ticket (ts-auth-service, ts-order-service, ts-route-service, ts-train-service, ts-travel-service). For each combination of fault type and targeted service, we repeat the operation (i.e., fault injection and metrics data collection) five times, resulting in 100 failure cases for each benchmark microservice system.

Code

The code to reproduce the experimental results in the paper is available at https://github.com/phamquiluan/baro.
DOI: 10.15468/dl.ajwwtc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema karamanicum Ertugrul & Beyazoglu"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051444-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnmz9g
title: Occurrence Download

description: A dataset containing 10888650 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset includes 10888650 records from 2512 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047963-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qe0olt
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Reef Life Survey: Cryptic Fish",
 "TaxonKey is Cleidopus gloriamaris De Vis, 1882"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044715-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeua8d
title: Occurrence Download

description: A dataset containing 936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyanistes Kaup, 1829)",
 "Continent is one of (Africa)"
 ]
}

 The dataset includes 936 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011479-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf2hr4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corynotheca dichotoma (F.Muell.) F.Muell. ex Benth."
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149119-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83myrq
title: Occurrence Download

description: A dataset containing 197 species occurrences available 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 Sinosuthora conspicillata (David, 1871)"
 ]
}

 The dataset includes 197 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011612-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5hnja
title: Occurrence Download

description: A dataset containing 4719601 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 2000-2001",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4719601 records from 876 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044716-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn2bek
title: Occurrence Download

description: A dataset containing 19246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitrina pellucida (O.F.Müller, 1774)"
 ]
}

 The dataset includes 19246 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225625-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdcwvh
title: Occurrence Download

description: A dataset containing 34184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella amarella (L.) Börner"
 ]
}

 The dataset includes 34184 records from 417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008325-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.omfn7h
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oligoneuriella rhenana (Imhoff, 1852)"
 ]
}

 The dataset includes 224 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044716-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adyzyj
title: Occurrence Download

description: A dataset containing 2078015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyanistes Kaup, 1829)",
 "Continent is one of (Europe)"
 ]
}

 The dataset includes 2078015 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011480-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/7n7zvo/ltujca
title: 20170913_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/o3t6xp
title: 20171120_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/tbokzy
title: 20171130_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/vzwtax
title: 20170622_NYA_REDTEC_glo.txt
DOI: 10.18710/slqhwo/0ziczf
title: 20181212_NYA_REDOBS_gal.txt
DOI: 10.18710/slqhwo/bf19th
title: 20181112_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/dkc4tg
title: 20180909_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/q1ibum
title: 20181021_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/snh8km
title: 20180307_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/x8ib1p
title: 20181206_NYA_REDOBS_gal.txt
DOI: 10.18710/slqhwo/xioxun
title: 20180628_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/xwlm1q
title: 20180105_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/ymutxv
title: 20180220_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/ytnue6
title: 20181201_NYA_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/4md8ux
title: 20180704_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/5ifzcv
title: 20180620_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/azohsi
title: 20180730_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/bldtev
title: 20180827_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/d0amb6
title: 20181205_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/iib4fv
title: 20180906_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/jejror
title: 20180531_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/md1ghs
title: 20180206_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/mom0tb
title: 20181228_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/mr3pc0
title: 20180817_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/o2voxm
title: 20181031_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/ruf16n
title: 20180325_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/rxofje
title: 20180816_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/saz7vh
title: 20181011_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/wsgul5
title: 20181215_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/zbs69e
title: 20181208_KHO_REDOBS_gps.txt
DOI: 10.13130/rd_unimi/ddgjj6/9mesbm
title: Ottobre_1922_Pagina_001.jpg

description: Bulletin of 1922/10/01
DOI: 10.18710/3fofwo/nyijnl
title: 20170512_KHO_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/n7rn49
title: 20170725_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/qlyy86
title: 20171015_NYA_REDTEC_glo.txt
DOI: 10.18710/ykg4uf/exppvg
title: 20180818_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/pfkepu
title: 20180327_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/prc4t7
title: 20181127_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/toztit
title: 20181212_KHO_REDOBS_gps.txt
DOI: 10.13130/rd_unimi/ddgjj6/xvozfr
title: Ottobre_1922_Pagina_002.jpg

description: Bulletin of 1922/10/01
DOI: 10.15468/dl.cdfhz8
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus utilis"
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054545-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/3fofwo/bbyube
title: 20170216_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/co4ia9
title: 20171123_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/gwld5b
title: 20170504_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/hvwf2o
title: 20170202_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/l75klw
title: 20170207_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/mks0ye
title: 20170508_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/zet8nd
title: 20170427_KHO_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/bmogta
title: 20170814_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/evhznc
title: 20170427_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/hljfal
title: 20170308_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/rpxzkv
title: 20171210_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/ttszyr
title: 20171024_NYA_REDTEC_glo.txt
DOI: 10.18710/rw5v74/2qqqbh
title: 20171016_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/rrd8wc
title: 20170120_HOP_REDTEC_gps.txt
DOI: 10.18710/slqhwo/4zayp0
title: 20180712_NYA_REDOBS_gal.txt
DOI: 10.18710/slqhwo/6mofwi
title: 20180712_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/bzghrz
title: 20180526_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/ejxqaa
title: 20180417_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/gfakc8
title: 20180420_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/ihtr81
title: 20180701_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/l6sabk
title: 20180120_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/mhucnq
title: 20181130_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/otvvo4
title: 20181111_NYA_REDOBS_gal.txt
DOI: 10.18710/slqhwo/qm8xvw
title: 20180403_NYA_REDOBS_gal.txt
DOI: 10.18710/slqhwo/rj2hvc
title: 20180612_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/uur9rl
title: 20180721_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/woloeh
title: 20180701_NYA_REDOBS_gal.txt
DOI: 10.18710/slqhwo/xs9wm0
title: 20180617_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/zocwmn
title: 20180325_NYA_REDOBS_gps.txt
DOI: 10.13130/rd_unimi/ddgjj6/fpgfzk
title: Ottobre_1922_Pagina_004.jpg

description: Bulletin of 1922/10/01
DOI: 10.13130/rd_unimi/ddgjj6/tkdb0n
title: Ottobre_1922_Pagina_003.jpg

description: Bulletin of 1922/10/01
DOI: 10.18710/3fofwo/a7scv1
title: 20170421_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/csanwf
title: 20170311_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/dpjhra
title: 20171229_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/fu09he
title: 20170225_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/silmdk
title: 20170308_KHO_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/a5p0ur
title: 20171212_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/d2oj0z
title: 20170805_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/dshiwf
title: 20170722_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/eqxgyj
title: 20170503_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/pmzgm2
title: 20171009_NYA_REDTEC_gps.txt
DOI: 10.18710/rw5v74/2hpnat
title: 20170313_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/wkgiq2
title: 20170816_HOP_REDTEC_gal.txt
DOI: 10.18710/slqhwo/gvq6z9
title: 20180326_NYA_REDOBS_glo.txt
DOI: 10.13130/rd_unimi/ddgjj6/xkekud
title: Ottobre_1922_Pagina_005.jpg

description: Bulletin of 1922/10/01
DOI: 10.18710/7n7zvo/d1rwhi
title: 20170224_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/e6dkqo
title: 20170118_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/h5b8s3
title: 20170204_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/jsovk1
title: 20170623_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/ptlxpx
title: 20171011_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/qoxids
title: 20171126_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/sz0mal
title: 20170629_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/unsfur
title: 20171229_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/wxg5ej
title: 20171018_NYA_REDTEC_gps.txt
DOI: 10.18710/rw5v74/8cdk4d
title: 20170628_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/cpsidl
title: 20170904_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/gri43l
title: 20171109_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/oovtdz
title: 20170309_HOP_REDTEC_gal.txt
DOI: 10.13130/rd_unimi/ddgjj6/jt3wdi
title: Ottobre_1922_Pagina_006.jpg

description: Bulletin of 1922/10/01
DOI: 10.18710/3fofwo/4b2psi
title: 20170127_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/jcysrm
title: 20170210_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/jmer9e
title: 20170901_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/kwjnlt
title: 20170921_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/rsl1r4
title: 20171009_KHO_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/hb1ay7
title: 20170402_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/zokxno
title: 20171212_NYA_REDTEC_gps.txt
DOI: 10.18710/rw5v74/awau6y
title: 20170619_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/dfbewr
title: 20170905_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/y62pik
title: 20170814_HOP_REDTEC_gps.txt
DOI: 10.18710/slqhwo/0thsgt
title: 20180524_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/v1w4je
title: 20180319_NYA_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/3fgsk0
title: 20181231_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/kprzgj
title: 20180524_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/mkicay
title: 20181212_KHO_REDOBS_glo.txt
DOI: 10.13130/rd_unimi/ddgjj6/na3kfx
title: Ottobre_1922_Pagina_007.jpg

description: Bulletin of 1922/10/02
DOI: 10.18710/3fofwo/4z8734
title: 20170805_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/c0vieg
title: 20171229_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/itdhbs
title: 20170614_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/lfjzu6
title: 20170419_KHO_REDTEC_gal.txt
DOI: 10.13130/rd_unimi/ddgjj6/vwg3mi
title: Ottobre_1922_Pagina_009.jpg

description: Bulletin of 1922/10/02
DOI: 10.13130/rd_unimi/ddgjj6/zyan8o
title: Ottobre_1922_Pagina_008.jpg

description: Bulletin of 1922/10/02
DOI: 10.18710/3fofwo/2cksrs
title: 20170520_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/66mvvf
title: 20170602_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/7vdzcg
title: 20170503_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/as1rs4
title: 20170314_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/ieia1l
title: 20171105_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/oxhyd2
title: 20170917_KHO_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/kqnzzb
title: 20170828_NYA_REDTEC_glo.txt
DOI: 10.13130/rd_unimi/ddgjj6/4iz5mu
title: Ottobre_1922_Pagina_010.jpg

description: Bulletin of 1922/10/02
DOI: 10.18710/3fofwo/dl5ft2
title: 20170306_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/kcbmvu
title: 20170212_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/yrdzag
title: 20170221_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/yzu4q5
title: 20170406_KHO_REDTEC_glo.txt
DOI: 10.18710/rw5v74/k1mkdd
title: 20170730_HOP_REDTEC_gps.txt
DOI: 10.18710/slqhwo/vnhcer
title: 20180127_NYA_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/weaqvd
title: 20180406_KHO_REDOBS_glo.txt
DOI: 10.13130/rd_unimi/ddgjj6/kxle1v
title: Ottobre_1922_Pagina_011.jpg

description: Bulletin of 1922/10/02
DOI: 10.18710/3fofwo/aehfmj
title: 20170706_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/ereoyk
title: 20170807_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/fyxhud
title: 20170718_KHO_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/dotdaa
title: 20171231_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/ituvok
title: 20170508_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/lgatik
title: 20170520_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/u8v4b8
title: 20170930_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/we02bj
title: 20170420_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/yjrlqk
title: 20170210_NYA_REDTEC_glo.txt
DOI: 10.18710/slqhwo
title: GNSS Scintillation Data (60 s) at Ny-Ålesund in 2018

description: &lt;p&gt;This data set contains phase and amplitude scintillation data at 60 seconds time resolution at Ny-Ålesund, Svalbard.

The measurements were collected by the University of Bergen using a NovAtel GPStation-6 global navigation satellite system receiver. The measurements include signals from GPS, GLONASS, and GALILEO at different frequencies. These data are used for research on space weather disturbances in the polar ionosphere.&lt;/p&gt;

&lt;p&gt;A detailed description of the data structure and format is gathered in the documentation data set: &lt;i&gt;Oksavik, Kjellmar, 2020, "Documentation of GNSS Total Electron Content and Scintillation Data (60 s) at Svalbard", DataverseNO, &lt;A HREF="https://doi.org/10.18710/EA5BYX"&gt;https://doi.org/10.18710/EA5BYX&lt;/A&gt;&lt;/i&gt;
&lt;/p&gt;
&lt;p&gt;&lt;b&gt;This data set is part of a larger collection: &lt;i&gt;Oksavik, Kjellmar, 2020. "The University of Bergen Global Navigation Satellite System Data Collection". DataverseNO. &lt;A HREF="https://doi.org/10.18710/AJ4S-X394"&gt;https://doi.org/10.18710/AJ4S-X394&lt;/A&gt;.&lt;/i&gt;&lt;/b&gt;
&lt;/p&gt;
description: Ny-Ålesund OBS 60 s
description: Matlab, R2018a
DOI: 10.18710/slqhwo/hom9hi
title: 20181122_NYA_REDOBS_gal.txt
DOI: 10.18710/slqhwo/rsnjg3
title: 20181218_NYA_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/0f2b4g
title: 20180829_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/0mmzip
title: 20180828_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/2eowss
title: 20180401_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/aeg9zz
title: 20180223_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/bv953r
title: 20180613_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/hzw9lg
title: 20181109_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/jeobit
title: 20181229_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/qrthkn
title: 20180509_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/rlbcc1
title: 20180101_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/scptc8
title: 20180513_KHO_REDOBS_gps.txt
DOI: 10.13130/rd_unimi/ddgjj6/gwxw0q
title: Ottobre_1922_Pagina_012.jpg

description: Bulletin of 1922/10/02
DOI: 10.18710/7n7zvo/4w6kj8
title: 20170614_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/8wmdj9
title: 20170327_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/dsbmjy
title: 20171224_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/h1uymg
title: 20170407_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/jvwpyi
title: 20171006_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/k0cdyi
title: 20170809_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/kmmbdj
title: 20170901_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/myplnp
title: 20170730_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/tk0m09
title: 20170323_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/tv6aol
title: 20170330_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/vaqz9p
title: 20170129_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/vzoz4u
title: 20170309_NYA_REDTEC_gal.txt
DOI: 10.18710/7n7zvo/z1wgsj
title: 20171124_NYA_REDTEC_gal.txt
DOI: 10.18710/slqhwo/b6sblt
title: 20180309_NYA_REDOBS_gps.txt
DOI: 10.18710/slqhwo/q8ariv
title: 20180530_NYA_REDOBS_glo.txt
DOI: 10.18710/slqhwo/w5poe9
title: 20181027_NYA_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/fo8lo1
title: 20180503_KHO_REDOBS_glo.txt
DOI: 10.18710/ykg4uf/h6qgab
title: 20180618_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/l04pjs
title: 20180326_KHO_REDOBS_gal.txt
DOI: 10.13130/rd_unimi/ddgjj6/031qfu
title: Ottobre_1922_Pagina_013.jpg

description: Bulletin of 1922/10/03
DOI: 10.13130/rd_unimi/ddgjj6/i8fzlh
title: Ottobre_1922_Pagina_014.jpg

description: Bulletin of 1922/10/03
DOI: 10.18710/3fofwo/bagpvi
title: 20170517_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/vfjsxu
title: 20170818_KHO_REDTEC_glo.txt
DOI: 10.18710/ykg4uf/3azql7
title: 20181026_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/nkto25
title: 20180514_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/ofbvbp
title: 20180305_KHO_REDOBS_gal.txt
DOI: 10.13130/rd_unimi/ddgjj6/vohrhk
title: Ottobre_1922_Pagina_015.jpg

description: Bulletin of 1922/10/03
DOI: 10.18710/3fofwo/capd9s
title: 20171217_KHO_REDTEC_gps.txt
DOI: 10.18710/3fofwo/ghiqou
title: 20170924_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/jn2wq4
title: 20170126_KHO_REDTEC_gal.txt
DOI: 10.18710/3fofwo/jq2y0z
title: 20170202_KHO_REDTEC_glo.txt
DOI: 10.18710/3fofwo/nj6gsr
title: 20170510_KHO_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/kiosmp
title: 20170921_NYA_REDTEC_glo.txt
DOI: 10.18710/7n7zvo/u82hje
title: 20170324_NYA_REDTEC_gps.txt
DOI: 10.18710/7n7zvo/wm7joz
title: 20170108_NYA_REDTEC_gal.txt
DOI: 10.18710/rw5v74/4ca1if
title: 20171201_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/9pih9i
title: 20170211_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/beyvee
title: 20170111_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/bxqb0r
title: 20170112_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/cdz4mx
title: 20171123_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/dl5tp1
title: 20170514_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/etlzx2
title: 20170605_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/fudjqy
title: 20170122_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/gugof7
title: 20171118_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/ki8fc7
title: 20170221_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/lwaroc
title: 20171101_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/mjoeem
title: 20170722_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/nlqhg5
title: 20171124_HOP_REDTEC_gps.txt
DOI: 10.18710/rw5v74/norkxk
title: 20171210_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/nr8n50
title: 20170903_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/nrwaub
title: 20170614_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/ohkiik
title: 20170122_HOP_REDTEC_glo.txt
DOI: 10.18710/rw5v74/trkcnh
title: 20170811_HOP_REDTEC_gal.txt
DOI: 10.18710/rw5v74/yb2zul
title: 20171004_HOP_REDTEC_gal.txt
DOI: 10.18710/slqhwo/e1uxs6
title: 20180611_NYA_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/66spth
title: 20180326_KHO_REDOBS_gps.txt
DOI: 10.18710/ykg4uf/8bfm8y
title: 20181006_KHO_REDOBS_gal.txt
DOI: 10.18710/ykg4uf/ibyql1
title: 20180731_KHO_REDOBS_gps.txt
DOI: 10.13130/rd_unimi/ddgjj6/p2xzti
title: Ottobre_1922_Pagina_016.jpg

description: Bulletin of 1922/10/03
DOI: 10.18710/ykg4uf/g8tek7
title: 20181002_KHO_REDOBS_gps.txt
DOI: 10.13130/rd_unimi/ddgjj6/kxdrcm
title: Ottobre_1922_Pagina_017.jpg

description: Bulletin of 1922/10/03