Toolbox for Researchers - Edition Ob: Ib Sau ntawm 15 Thematic Data Banks

Cov tsev txhab nyiaj cov ntaub ntawv pab qhia cov txiaj ntsig ntawm kev sim thiab kev ntsuas thiab ua lub luag haujlwm tseem ceeb hauv kev tsim cov kev kawm ib puag ncig thiab hauv kev tsim cov kws tshaj lij.

Peb yuav tham txog ob qho tib si datasets tau siv cov cuab yeej kim (cov ntaub ntawv ntawm cov ntaub ntawv no feem ntau yog cov koom haum thoob ntiaj teb loj thiab cov kev kawm tshawb fawb, feem ntau muaj feem cuam tshuam txog natural sciences), thiab hais txog tsoomfwv cov ntaub ntawv hauv tuam txhab nyiaj.

Toolbox for Researchers - Edition Ob: Ib Sau ntawm 15 Thematic Data Banks
Photography Jan Antonin Kolar β€” Unsplash

Data.gov.ru yog tsoomfwv txoj haujlwm hauv kev qhib cov ntaub ntawv, paub zoo rau cov neeg nyob hauv Habra. Nws analogue yog Moscow Data.mos.ru. Ntawm cov kev xaiv txawv teb chaws nws tsim nyog sau cia Data.gov - lub platform nrog qhib cov ntaub ntawv los ntawm tsoomfwv Meskas (ib catalog nrog cov lim dej).

University Information System yog ib txoj haujlwm MSU uas sib txuas cov ntaub ntawv nrog cov ntaub ntawv txheeb cais ntawm kev sib raug zoo thiab kev lag luam hauv lub tebchaws, nrog rau cov ntawv tshaj tawm los ntawm tsoomfwv thiab cov chaw tshawb fawb. Cov ntaub ntawv yog muab los ntawm Rosstat thiab los ntawm kev tshawb fawb ntawm Moscow State University. Koj tuaj yeem siv cov peev txheej yam tsis tau sau npe ua ntej, tab sis kom nkag mus tau tag nrho koj yuav tsum xa daim ntawv thov.

Cartographic database All-Lavxias Geological lub koom haum hu ua tom qab. Karpinsky. Cov ntaub ntawv hais txog lub teb chaws cov khoom siv ntuj tsim, sau thaum lub sijhawm muaj nyob hauv lub tsev kawm ntawv, tau npaj rau hauv cov duab kos duab digital. Lub vev xaib interface tso cai rau koj los sib piv OpenStreetMap lossis Ya.Maps nrog rau ntau qhov ntxiv. cov khaubncaws sab nraud povtseg nrog cov ntaub ntawv hais txog cov hlau nplaum, cov ntxhia, thiab lwm yam.

GEOSS - lub portal rau kev tshawb nrhiav lub ntiaj teb kev soj ntsuam cov ntaub ntawv los ntawm satellites thiab drones ntawm ntau hom. Cov peev txheej archive raug sau los ntawm 90 lub koom haum Thoob ntiaj teb. Txhawm rau nrhiav cov ntaub ntawv txaus siab, tsuas yog xaiv thaj chaw xav tau ntawm daim ntawv qhia lossis sau cov lus tseem ceeb hauv kev tshawb nrhiav.

NYAJ LUS - Cov ntaub ntawv khaws nyiaj txiag los ntawm NASA. Cov ntaub ntawv nthuav tawm yog sau orbital telescopes - Koj tuaj yeem kawm thiab rub tawm kev tshawb fawb siv nrhiav nrog cov ntxaij lim dej.

Toolbox for Researchers - Edition Ob: Ib Sau ntawm 15 Thematic Data Banks
Photography Max Bender β€” Unsplash

OpenEI yog lub platform rau kev tshawb nrhiav qhib cov ntaub ntawv ntawm kev siv hluav taws xob, tshwj xeeb tshaj yog hais txog kev siv hluav taws xob tauj dua tshiab thiab cov thev naus laus zis tshiab hauv kev lag luam. Lub vev xaib raug teeb tsa raws li lub hauv paus ntsiab lus ntawm wiki - qhov tseeb ntawm cov ntaub ntawv raug kuaj xyuas zej zog.

Kev sim Nuclear Reaction Data (EXFOR) - ib lub tsev qiv ntawv uas muaj cov ntaub ntawv los ntawm 22615 kev sim nrog cov ntsiab lus tseem ceeb. Ua kom tiav nrog CINDA (Computer Index of Nuclear Reaction Data) thiab IANDL (Ion Beam Analysis Nuclear Data Library) databases, nws yog ib lub tsev txhab nyiaj loj tshaj plaws ntawm cov ntaub ntawv nuclear. Curated los ntawm Brookhaven National Laboratory hauv Teb Chaws Asmeskas, tab sis muaj cov kev sim los ntawm thoob ntiaj teb - suav nrog Russia thiab Tuam Tshoj.

National Centers for Environmental Information - archive ntawm ib puag ncig cov ntaub ntawv. Ntawm no koj yuav tau nkag mus rau nees nkaum petabytes ntawm dej hiav txwv, geophysical, atmospheric thiab ntug dej hiav txwv cov ntaub ntawv. Tshwj xeeb, muaj cov ntaub ntawv hais txog qhov tob ntawm dej hiav txwv, saum npoo ntawm lub hnub, cov ntaub ntawv ntawm cov pob zeb sedimentary thiab cov duab satellite. Txhawm rau nrhiav cov ntaub ntawv xav tau, koj tuaj yeem siv catalog.

ADS yog ib lub chaw khaws cia rau archaeological cov ntaub ntawv nrhiav tau los ntawm University of York. Muaj cov ntawv xov xwm qub thiab tshiab, cov ntaub ntawv hais txog kev khawb thiab cov khoom qub. Muaj peb pawg rau kev tshawb nrhiav: ArchSearch, Archives thiab Library. Thawj khaws cov ntaub ntawv ntawm kev khawb thiab cov khoom cuav. Qhov thib ob muaj cov ntaub ntawv khaws tseg ntawm txhua cov ntaub ntawv rub tawm. Qhov thib peb muaj cov ntawv xov xwm, phau ntawv thiab kev tshawb fawb. Muaj kev xaiv nrhiav los ntawm lub teb chaws, era thiab hom khoom.

DRYAD - qhov kev pabcuam no pab koj tshawb nrhiav cov ntaub ntawv rau kev tshawb fawb tshawb fawb siv cov ntaub ntawv bank ntawm 80 txhiab cov ntaub ntawv. Kev tshawb fawb thiab cov khoom los ntawm lub txhab nyiaj tuaj yeem siv tau raws li daim ntawv tso cai CC0. Cov ncauj lus hais txog suav nrog ntau yam kev paub, tab sis feem ntau ntawm kev tshawb fawb muaj feem xyuam nrog tshuaj thiab computer science. Raws li internal cov ntaub ntawv khaws tseg, xyoo 2018, cov neeg siv ntawm qhov chaw tau nyiam tshaj plaws hauv cov nkauj ntawm whales, qhov kub thiab txias ntawm lub neej hauv hiav txwv, thiab kev ua haujlwm ntawm neural hauv lub cev ntawm lub cev ntawm tib neeg lub hlwb.

Toolbox for Researchers - Edition Ob: Ib Sau ntawm 15 Thematic Data Banks
Hauv chav kuaj "Kev cog lus nanomaterials thiab optoelectronic liΒ» ITMO University

GenBank - DNA tsev qiv ntawv muab los ntawm US National Center for Biotechnology Information (NCBI), nrog rau cov tsev txhab nyiaj cov ntaub ntawv hauv Tebchaws Europe thiab Nyij Pooj. Muaj nrhiav los ntawm cov cim hauv ib lub tshuab tshawb nrhiav tshwj xeeb, siv lub cuab yeej BLAST los yog programmatically.

PubChem yog cov ntaub ntawv ntawm cov tebchaw thiab bioassays khaws cia los ntawm US National Center for Biotechnology Information. Muaj lub web interface nrog kev tshawb nrhiav siab heev (piv txwv li kev phiv los ntawm dej). Cov ntaub ntawv yog muab faib raws li pej xeem cov cai.

Protein Data Bank (RCSB PDB) yog ib lub txhab nyiaj ntawm cov duab ntawm cov proteins thiab nucleic acids, keeb kwm ntawm cov hnub rov qab mus rau 1971. Keeb kwm tsim los ua ib txoj haujlwm sab hauv ntawm Brookhaven National Laboratory, nws tau loj hlob los ua qhov loj tshaj plaws thoob ntiaj teb database ntawm nws hom. Feem ntau cov ntawv xov xwm kev kawm ntsig txog biochemistry xav kom cov kws sau ntawv tshaj tawm cov qauv protein tau txais thaum tshawb fawb hauv lawv lub vev xaib.

InterPro - database uas sib txuas ntau cov ntaub ntawv ntawm ntau yam kev tshawb fawb. suav nrog NTSE yog ib qho kev pabcuam rau kev txheeb xyuas cov npe hauv cov protein ntau, raws li kev kawm tshuab thiab cov ntaub ntawv ntawm 1200 qauv. Txhawb nqa los ntawm European Bioinformatics Institute.

Diam duab ncig saib ntawm ITMO University Laboratories:

Tau qhov twg los: www.hab.com

Ntxiv ib saib