Lebokose la Lisebelisoa bakeng sa Bafuputsi - Khatiso ea Bobeli: Pokello ea Libanka tse 15 tsa Thematic Data

Libanka tsa data li thusa ho arolelana liphetho tsa liteko le litekanyo le ho phetha karolo ea bohlokoa ho thehoeng ha tikoloho ea thuto le ts'ebetsong ea ho nts'etsapele litsebi.

Re tla bua ka li-dataset tse peli tse fumanoeng ho sebelisoa thepa e theko e boima (mehloli ea data ena hangata ke mekhatlo e meholo ea machaba le mananeo a saense, hangata a amanang le saense ea tlhaho), le ka libanka tsa 'muso tsa data.

Lebokose la Lisebelisoa bakeng sa Bafuputsi - Khatiso ea Bobeli: Pokello ea Libanka tse 15 tsa Thematic Data
foto Jan Antonin Kolar — Unsplash

Data.gov.ru ke morero oa mmuso tšimong ea data e bulehileng, e tsebahalang haholo ho baahi ba Habra. Analogue ea eona ea Moscow ke Data.mos.ru. Ea likhetho tsa kantle ho naha ke habohlokoa ho ela hloko Data.gov - sethala se nang le data e bulehileng ho tsoa mmusong oa US (lethathamo le le leng ka mesefe).

Sistimi ea Boitsebiso ea Univesithi ke projeke ea MSU e kopanyang datha e nang le tlhaiso-leseling ea lipalo-palo mabapi le boemo ba sechaba le moruo oa naha, hammoho le lingoliloeng tse tsoang ho mmuso le mehloli ea saense. Lintlha li nkiloe ho Rosstat le lithutong tse entsoeng Moscow State University. U ka sebelisa sesebelisoa ntle le ho ingolisa pele, empa bakeng sa phihlello e felletseng u tla hloka ho kenya kopo.

Sebaka sa polokelo ea litšoantšo All-Russian Geological Institute e reheletsoeng ka eona. Karpinsky. Boitsebiso bo mabapi le mehloli ea tlhaho ea naha, e bokelitsoeng nakong ea ho ba teng ha setsi, e ne e reriloe ho limmapa tsa digital. Sebopeho sa sebaka sena se u lumella ho bapisa OpenStreetMap kapa Y.Maps le tse ling tse ngata. likarolo tse nang le tlhahisoleseling mabapi le matla a khoheli, liminerale, jj.

GEOSS - sebaka sa ho batlisisa lintlha tsa ho shebella Lefatše ho tsoa ho lisathelaete le li-drones tsa mefuta e fapaneng. Sebaka sa polokelo ea lisebelisoa se ntse se bokelloa ke 90 mekhatlo Lefatšeng ka bophara. Ho fumana lintlha tse u khahlang, khetha feela sebaka seo u se batlang 'mapeng kapa u kenye mantsoe a bohlokoa ha u batla.

SEBELE - polokelo ea litaba e tšehelitsoeng ka lichelete ke NASA. Lintlha tse hlahisitsoeng lia bokelloa libonela-hōle tsa orbital — o ka ithuta le ho khoasolla lipatlisiso o sebelisa batla ka disefe.

Lebokose la Lisebelisoa bakeng sa Bafuputsi - Khatiso ea Bobeli: Pokello ea Libanka tse 15 tsa Thematic Data
foto Max Bender — Unsplash

OpenEI ke sethala sa ho batlisisa lintlha tse bulehileng mabapi le tšebeliso ea matla, haholo-holo mehloling ea matla a ka nchafatsoang le mahlale a macha indastering. Sebaka sena se hlophisitsoe ho latela molao-motheo oa wiki - ho nepahala ha data ho hlahlojoa sechaba.

Lintlha tsa Teko tsa Nuclear Reaction (EXFOR) - laebrari e nang le lintlha tse tsoang litekong tsa 22615 tse nang le likaroloana tsa mantlha. E feletse ka CINDA (Computer Index of Nuclear Reaction Data) le IBANDL (Ion Beam Analysis Nuclear Data Library) database, ke e 'ngoe ea libanka tse kholo ka ho fetisisa tsa data tsa nuclear physics. E hlophisitsoe ke Brookhaven National Laboratory e US, empa e na le liteko tse tsoang lefats'eng ka bophara - ho kenyeletsoa Russia le China.

Litsi tsa Naha tsa Boitsebiso ba Tikoloho - polokelo ea litaba tsa tikoloho. Mona o tla ba le phihlello ea li-petabyte tse mashome a mabeli tsa data ea leoatle, ea geophysical, ea sepakapaka le ea lebopo. Ka ho khetheha, ho na le tlhahisoleseding e mabapi le botebo ba leoatle, bokaholimo ba Letsatsi, litlaleho tsa majoe a sedimentary le litšoantšo tsa satellite. Ho fumana dataset e hlokahalang, o ka e sebelisa lethathamo la libuka.

ADS ke polokelo ea polokelo ea litaba tsa baepolli ba lintho tsa khale e tsamaisoang ke Univesithi ea York. Ho na le lingoliloeng tsa khale le tse ncha tsa saense, tlhahisoleseling mabapi le lintho tse epolotsoeng le lintho tsa khale. Ho na le mekhahlelo e meraro ea ho batla: ArchSearch, Archives le Library. Ea pele e boloka lintlha tsa lintho tse epolotsoeng le lintho tsa khale. Ea bobeli e na le polokelo ea lisebelisoa tsohle tse jarollotsoeng. Ea boraro e na le lingoliloeng tsa koranta, libuka le lipatlisiso. Ho na le likhetho tsa ho batla ho ea ka naha, mehla le mofuta oa ntho.

DRYAD - ts'ebeletso ena e u thusa ho batla tlhahisoleseling bakeng sa lipatlisiso tsa mahlale u sebelisa banka ea data ea lifaele tse likete tse 80. Lipatlisiso le lingoliloeng tse tsoang bankeng li ka sebelisoa tlasa laesense CC0. Lihlooho tse koahetsoeng li kenyelletsa likarolo tse fapaneng tsa tsebo, empa boholo ba lipatlisiso li amana le bongaka le saense ea khomphutha. Ho latela ka hare lipalo, ka 2018, basebelisi ba sebaka sa marang-rang ba ne ba thahasella haholo lipina tsa maruarua, ho mamella mocheso oa bophelo ba leoatleng, le ts'ebetso ea methapo ea kutlo sebakeng sa nakoana sa boko ba motho.

Lebokose la Lisebelisoa bakeng sa Bafuputsi - Khatiso ea Bobeli: Pokello ea Libanka tse 15 tsa Thematic Data
Ka laboratoring "E tšepisa li-nanomaterials le lisebelisoa tsa optoelectronic» Univesithi ea ITMO

GenBank - Laebrari ea DNA e fanoeng ke Setsi sa Sechaba sa US sa Boitsebiso ba Biotechnology (NCBI), hammoho le libanka tsa data Europe le Japane. E fumaneha batla ka li-identifiers ka mochine o khethehileng oa ho batla, ho sebelisa sesebelisoa BOTLE kapa ka lenaneo.

PubChem ke polokelo ea boitsebiso ea lik'hemik'hale le liteko tsa bioloji tse hlokometsoeng ke Setsi sa Sechaba sa US sa Boitsebiso ba Theknoloji ea Baeloji. Ho na le sehokelo sa Marang-rang se nang le patlo e tsoetseng pele (mohlala ka litla-morao tsa metsi). Lintlha li ajoa tlas'a litokelo tsa sechaba.

Protein Data Bank (RCSB PDB) ke pokello ea litšoantšo tsa liprotheine le li-nucleic acid, tseo nalane ea tsona e qalileng ka 1971. E qalileng e ntlafalitsoe e le morero oa ka hare ho Brookhaven National Laboratory, e se e holile ho ba database e kholo ka ho fetisisa ea machaba ea mofuta oa eona. Likoranta tse ngata tsa thuto tse amanang le biochemistry li tlama bangoli ho beha mefuta ea protheine e fumanoeng nakong ea lipatlisiso webosaeteng ea bona.

InterPro - polokelo ea boitsebiso e kopanyang li-dataset tse ngata tsa merero e fapaneng ea saense. E kenyeletsa SMART ke lenaneo la ho sekaseka libaka ka tatellano ea liprotheine, ho ipapisitsoe le mahlale a ho ithuta ka mochini le pokello ea lintlha tsa mefuta e 1200. E tšehetsoa ke European Bioinformatics Institute.

Maeto a lifoto a laboratori ea Univesithi ea ITMO:

Source: www.habr.com

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