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Integration and management of sensor data for rainfall monitoring

Eugênio Sper de Almeida, Márcio Antônio Aparecido Santana, Ivo Kenji Koga, Marcos Paulo da Silva, Patrícia Lúcia de Oliveira Guimarães, Luciana Miura Sugawara
2020 SN Applied Sciences  
Meteorological observation systems are extremely data-driven. However, several factors affect measurements, which require the use of environmental metrology techniques to increase the quality of measurements, decrease errors and evaluate measurements uncertainty. In this paper, we propose and develop a framework that integrates, process and visualizes sensor data and its associated metadata (for rainfall monitoring). This task is accomplished with a workflow designed to correct raw sensor data,
more » ... which uses an elastic stack based infrastructure to collect, transform, and store sensor data and metadata. We validated our framework using real precipitation data from a Tipping Bucket Rain Gauge.
doi:10.1007/s42452-020-2037-4 fatcat:gdermxkgmzcjfn2tpsel72tozu

Exploratory study of the ELK stack for meteorological observation system data analysis
English

Eugenio Almeida, Ivo Koga, Marcio Santana, Patricia Guimaraes, Luciana Sugawara, Tero Eklin
2017 Journal of Computational Interdisciplinary Sciences  
Different kinds of sensors compose a meteorological observation system that measures meteorological variables. Sensors can collect data for a long period of time in a high sampling frequency. Some meteorological parameters can be determined by making measurements that ranges from a few seconds to annual measurements which depends on the kind of equipment and application needs. In this scenario, data management is not a trivial task due to heterogeneity, large amount of data and also to the
more » ... of proprietary software for data gathering and handling. We used a data acquisition system (datalogger) to collect and store data from a thermo-baro-hygrometer, and a pyranometer, which were calibrated previously in the laboratory. This paper aimed to analyze the open source Elasticsearch, Logstash and Kibana (ELK) stack to capture, transform, enrich, store, index, select relevant time slots and generate graphs that were integrated in a dashboard for combined visualization and analysis. Additionally, we explored its capacity to embed metadata from sensors and correct data based on a calibration certificate, also showing some relevant graphics. In this weather application, we observed that this set of computational tools are well suited to manage the daily difficulties in handling meteorological data and metadata.
doi:10.6062/jcis.2017.08.03.0130 fatcat:qz7fdb6glzeghmwflopjsevrpi

Životinjski svijet u hrvatskoj frazeološkoj riznici. Ivana Vidović Bolt, Branka Barčot, Željka Fink Arsovski, Barbara Kovačević, Neda Pintarić, Ana Vasung, Rječnik hrvatskih animalističkih frazema, Školska knjiga, Zagreb, 2017., 244 str

Dubravka Sesar
2018 Suvremena Lingvistika  
Rje~nik je najnoviji u duga~kom nizu rje~nika i teorijskih radova posve}enih frazeologiji, a po odabiru animalisti~koga frazeolo{kog korpusa to je prvi hrvatski rje~nik te vrste i, koliko znamo, prvi u  ...  KOKO[JI kriti (skrivati i sl.) koga, {to kao guja noge -v. GUJA kriti (skrivati i sl.) koga, {to kao zmija noge -v. ZMIJA kriti (skrivati i sl.) koga, {to kao zmijske noge -v.  ...  U rje~niku nisu obra|eni samo o~ekivani i uobi~ajeni animalisti~ki frazemi, dakle brojni frazemi s eksplicitnom zoonimskom sastavnicom (CRV, ^AVKA, DEVA, GLISTA, KRAVA…) i s nazivima isklju~ivo animalnih  ... 
doi:10.22210/suvlin.2018.085.15 fatcat:wowmjiw2onejza5wdc6aaeve2e

Опозицијата природа/култура како "природна" дефиниција и интерпретација на половата разлика - Леви-Стросовата проекција на исконот на културата како општествен договор меѓу мажите

Žarana Papić, Dušica Dimitrovska-Gajdoska
2008 Identities  
U{te poprecizno, tokmu koga zboruva za "dlabokite poligamni tendencii", toj povtorno misli isklu~ivo na ma`ite, za{to veli deka tie "postojat me|u site ma`i, (i) deka tie se- koga{ doveduvaat do toa  ...  Toa sosema jasno mo`e da se uvidi koga toj, pi{uvaj}i za plemeto Nambikvara, polunomadi od zapaden Brazil, istaknuva deka poligamijata se odnesuva isklu~ivo na ma`ite, za{to tie ja "sankcioniraat poligamijata  ...  Retko izleguval, osven koga odel sam vo lov, a koga go zapo~nuval semejniot obrok okolu ognot, bi ostanuval bez nego osven ako nekoja rodnina povremeno ne bi ostavela malku hrana, koja{to ja jadel vo ti  ... 
doi:10.51151/identities.v7i3.241 fatcat:iuvafzu3fzbmvdn7o6qrk7llyy

THE FIRST SCIENTIFIC CONGRESS FOR THE DEFECTOLOGYES OF THE SR YUGOSLAVIA WITH THE INTERNATIONAL PARTICIPATION

Risto PETROV
1998 Journal of Special Education and Rehabilitation  
Ima u~estvuvano vo emisijata vo 'ivo na Glas na Amerika.  ...  Ima u~estvuvano vo emisijata vo `ivo na Glas na Amerika.  ...  ^ovek e sre}en koga mu pomagaat, no u{te posre}en e koga pomaga". Andrijana sega se nao|a me|u `ivotniot son i neizvesnata realnost.  ... 
doaj:054723df9c9948319418376ea1de6645 fatcat:fsz4cfmxmvfd5jwkirelxpj7rm

МИГРАЦИИ - ПРАШАЊА НА ИДЕНТИТЕТОТ

Анета Светиева
2002 EthnoAntropoZoom  
Duri i koga postoeja zagarantirani prava na narodite vo porane{na Jugoslavija, a jazikot be{e eden od trite priznati jazici, ovoj proces mo`e{e da se sledi vo `ivo kaj vtorata generacija Makedonci -doselenici  ...  Koga pa{ata sfatil za {to se raboti, go pofalil so zborovite ~ok -akil!  ... 
doi:10.37620/eaz0220116s fatcat:ucnmenigsfeltfzv5zus6pfb5a

QUALIFICATION OF THE EDUCATORS AND TEACHERS FOR DETECTION OF THE LIGHTLY MENTALLY RETARDED CHILDREN AND THEIR INTEGRATIVE EDUCATION

Biljana FUNA
1998 Journal of Special Education and Rehabilitation  
, posebno koga ovie deca se zapi{ale vo redovnoto u~ili{te.  ...  opasnosta od uni{tuvawe na postojnoto, a otsustvo na ne{to novo-pokvalitetno; • bez nikakva podgotvenost lesno mentalno retardiranite deca se vklu~uvaat vo redovnite paralelki; • rabotata so niv e isklu~ivo  ... 
doaj:d184c5c9ddca4716a2b388433894413d fatcat:pf65j26m65h5xm6vl64vizbc6i

М и л е Н е д е љ к о в и ћ , Лексикон народа света, Београд: Српска књижевна задруга : Службени лист, 2001. - XXXIX, 376 стр., 40 стр., с таблама : илустр. : 24 цм

Анета Светиева
2003 EthnoAntropoZoom  
Me|udrugoto, spomnatata karta br. 22 `ivo potsetuva na na{ite {kolski atlasi od vremeto pred 1999.  ...  No, zatoa koga e vo pra{awe samiot srpski jazik, toj pretstavuva va`en svetski jazik, odnosno t.n.  ... 
doi:10.37620/eaz0330260s fatcat:6bwnfa26rfdwfdid7ijzs44y2i

ИСПРАВА КОЈОМ ДУБРОВЧАНИ КРАЉУ ОСТОЈИ ВРАЋАЈУ ЗЕМЉУ И КУЋУ И ПРИМАЈУ ГА ЗА СВОГ ВЛАСТЕЛИНА

Раде Михаљчић
2017 ГРАЂА О ПРОШЛОСТИ БОСНЕ  
Zaklésmo sé na svétomý i `ivo(t)voréðém[ý kräýi`ú(sic) hrý(s)t(o)vúi vý ·d× · évangélisté vý lä(to) ro`a(st)va hrýs(t)ova na ·~× ·ú× ·ì× · lä(to) Toma{ý Búkàniký, Búkà}anininý) 26 vý plúni drý`avi, ò  ...  I mi gò(spo)d(i)ný knézý i vlastélé i vsa òpkina grad(a) Dúbrovnika, vidévý kako gò(spo)da rúsaga bosan(s)kòga, òpétý hotié{é i pòlõbi{é gò(spo)d(i)na kralà Òstoõ za svoga gò(spo)d(in)a, i k tomú  ... 
doi:10.7251/gpb1306025m fatcat:dtz64c56cndcbaxfcmu3d6uerm

Znanstveni skup o Strossmayeru u Krakovu

Antun Čečatka
2005 Diacovensia  
Slièno, ivo i bogato, izlagao je dr.  ...  Predoèio je kako je biskup od poèetka ivo prisutan meðu saborskim ocima.  ... 
doaj:9968705228ab4b8eb894c8b37c139a91 fatcat:yzda5jutdfbwpd3cllc3qbbvyu

Slovenski pravopis z vidika vezljivostne aktualizacije starih in novih glagolov

Andreja ŽELE
2003 Slavistična Revija  
Osnovni pogoj za dejanski prikaz dana{njega jezikovnega stanja je torej jezikovno 'ivo in aktualno besedje v ponazarjalnem gradivu -tj. upo{tevanje novih glagolov oz. novih pomenov v okviru glagolskih  ...  ' : osvajati koga 'pridobivati ljubezen koga'.  ...  Tovrstno lo~evanje bi se moralo upo{tevati tudi znotraj pomenja istega glagola, npr. osu{iti koga 'povzro~iti, da kdo porabi veliko denarja' : osu{iti se 'porabiti veliko denarja', osvajati 'pridobivati  ... 
doaj:f2a87c3ab6c44183bb2872fd2fcbb26f fatcat:ziu72rnbonhljjgby5egw2frjm

DIAGNOSTIC AND THERAPEUTICAL PROBLEMS WITH DEVELOPMENTAL STUTTERING

Olivera ZDRAVKOVSKA, Silvana FILIPOVA
2000 Journal of Special Education and Rehabilitation  
Vtoriot kriti~en period za pojavata na pelte~eweto e pome|u ~etvrtata i petata godina od `ivotot koga deteto po~nuva intenzivno da se socijalizira, koga intenzivno se dru`i so drugar~iwa i koga se razviva  ...  Isklu~ivo e svrzano za periodot na govorno-jazi~kiot razvoj,odnosno za periodot na razvojot na gramatikata i sintaksata.  ... 
doaj:f8b2449cf2e04881b282288056d00051 fatcat:nqszbisrjvfufp4l6jsy3ibmua

Page 33 of American Society for Microbiology. ASM News Vol. 60, Issue 1 [page]

1994 American Society for Microbiology. ASM News  
Surface Proteins of §. mutans, TOSHIHIKO KOGA, Kyushu University, Fukuoka, Japan.  ...  Genetics of Capsule Synthesis in Group A Streptococci, IVO VAN DE RIJN, Wake Forest University, Winston- Salem, NC.  ... 

Page 94 of American Society for Microbiology. ASM News Vol. 60, Issue 2 [page]

1994 American Society for Microbiology. ASM News  
Surface Proteins of §. mutans, TOSHIHIKO KOGA, Kyushu University, Fukuoka, Japan.  ...  Genetics of Capsule Synthesis in Group A Streptococci, IVO VAN DE RIJN, Wake Forest University, Winston- Salem, NC.  ... 

Ivo Pranjković o jeziku bosanskih franjevaca
Ivo Pranjković on the Language of Bosnian Franciscans

Ekrem Čaušević
2018 Croatica časopis za hrvatski jezik književnost i kulturu  
Ivo Pranjković, Franjevačko spisateljstvo na hrvatskome jeziku, str. 27.  ...  IVO PRANJKOVIĆ O JEZIKU BOSANSKIH FRANJEVACA Primljen: 17. XII. 2017. Prihvaćen: 27. I. 2018.  ... 
doi:10.17234/croatica.42.3 fatcat:uz6rry2ulng4lhxjeyx3lxd2pe
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