Date of record creation (n: 6023)

— Select property — Owner (aggregated) Repository Owner Manufacturer Manufacturer (aggregated) Instrument type Instrument type (aggregated) Model Model (aggregated) Measured variable Measured variable (aggregated) Resource type Resource type (aggregated) Subject Subject (aggregated) — Select value — + Top5 n>4

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Owner frequency by PID provider

Aggregate owners by organization Expand all Owner Map

Owner	DataCite (n)	B2INST (n)
University of Rostock	0	1515
Helmholtz Centre for Environmental Research - UFZ	0	864
Cardiff University	521	0
Forschungszentrum Jülich GmbH	0	501
Karlsruhe Institute of Technology (KIT)	0	361
Helmholtz Centre Potsdam - German Research Centre for Geosciences GFZ	0	225
The University of Sheffield	218	0
Adelaide University	182	0
University of Oxford	156	0
Center for Open Science	147	0
University of Reading	59	0
European Synchrotron Radiation Facility	55	0
University of Glasgow	48	0
TUHH Universitätsbibliothek	43	0
Science and Technology Facilities Council	37	0
Centre for Microscopy and Microanalysis (CMM)	36	0
Princeton Center for Complex Materials	34	0
MCL	30	0
The Babraham Institute	30	0
Helmholtz-Zentrum Berlin Für Materialien Und Energie	24	0
IMB Advanced Microscopy Platform	23	0
2DCC	22	0
NanoFab	21	0
Institute of Cancer Research	20	0
Materials Characterization Facility	16	0
Chicago Materials Research Center	15	0
James Cook University	14	0
DTU	13	0
Flinders Microscopy and Microanalysis	12	0
Center for Emergent Materials	11	0
Medien- und Informationszentrum	11	0
Meteorological Observatory Hohenpeissenberg (DWD)	0	11
Molecular Engineering Materials Center	11	0
The University of Auckland	11	0
Nottingham Trent University	7	0
SMEAR II (Hyytiälä)	0	6
UQ Centre for Advanced Imaging	6	0
Beromuenster	0	4
Electron Microscope Unit	4	0
Jungfraujoch	0	4
Schmücke	0	4
Taunus Observatory	0	4
Vielsalm	0	4
Waldhof	0	4
Biological Resources Imaging Laboratory	3	0
Centre for Advanced Imaging	3	0
CMN-PV	0	3
Elbert, David	3	0
Haramaya university	3	0
Landessternwarte Heidelberg	0	3
Pallas Atmosphere-Ecosystem Supersite	0	3
Site d'observation atmosphériques Puy de Dôme/ Opme/Cézeaux (COPDD)	0	3
Site Instrumental de Recherche par Télédétection Atmosphérique (SIRTA)	0	3
3DFEM2	2	0
Cape Verde Atmospheric Observatory	0	2
Commonwealth Scientific and Industrial Research Organisation	2	0
Melpitz Research Station	0	2
National Atmospheric Observatory Kosetice	0	2
Oak Ridge National Laboratory	2	0
Open University	2	0
Paul Remmler	0	2
Scottish Association for Marine Science	2	0
Silber, Elizabeth	2	0
Spanish-German Center for Astronomy, Calar Alto	0	2
Braid, Jennifer	1	0
Center for Dynamics and Control of Materials	1	0
Center for Nanoscale Science	1	0
Collaborative Computing Center	1	0
Corinna Rebmann	0	1
Curtin University	1	0
Deutsches Elektronen-Synchrotron (DESY)	1	0
Gregory Pazour	0	1
Human and Animal Physiology	0	1
Information Technology Research Support Solutions	1	0
Istituto di Scienze Marine del Consiglio Nazionale delle Ricerche	1	0
Leibniz Institute for Baltic Sea Research	1	0
Milešovka	0	1
MRSEC: Center for Nanoscale Science	1	0
NF Jungfraujoch	0	1
NF Schmücke	0	1
Observatoire Radioastronomique De Nançay	1	0
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)	1	0
Queen's University Belfast	1	0
Research Computing Centre	1	0
Ronghua Zughe	0	1
SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)	1	0
Sonnblick Observatory (SBO)	0	1
The University of Melbourne	1	0
Tobias Kuhnert	0	1
University of Idaho	1	0
Universität zu Köln	1	0
vorteX-io	1	0
Zarzana, Kyle	1	0
N/A	178	423

Manufacturer frequency by PID provider ⓘ This table lists all instrument manufacturers found in the data along with their record counts. When a manufacturer has instrument models (product types) that carry a RRID (Research Resource Identifier), a link to the RRID resource portal is displayed next to the manufacturer name after aggregation. RRIDs are persistent identifiers used primarily in the biomedical literature to cite research resources such as antibodies, cell lines, model organisms, and software tools. Instrument models represent one of the more recently added resource categories. In the PIDINST metadata schema, an RRID can serve as the modelIdentifier, linking an individual instrument instance (identified by PIDINST) to its product class (identified by RRID).

Bandrowski, A. et al. (2016). The Resource Identification Initiative: A cultural shift in publishing. F1000Research 4:134(2). https://doi.org/10.12688/f1000research.6555.2

Aggregate manufacturers by category Expand all

Manufacturer	DataCite (n)	B2INST (n)
Dragino Technology Co., LTD.	0	893
IMMS GmbH	0	395
Stevens Water Monitoring Systems	0	324
Sea-Bird Scientific	0	163
KELLER Pressure	0	159
Onset Computer Corporation	0	130
Meter	0	101
Laboratory of Electromagnetic Innovations (LEMI)	100	0
Robert Bosch GmbH	0	99
Campbell Scientific	1	92
Research Infrastructure Platforms	90	0
SWAP Instruments	0	88
OTT HydroMet	0	84
WET Labs	0	72
Bruker	59	1
Thermo Fisher Scientific	51	6
European Synchrotron Radiation Facility	55	0
Aanderaa	0	53
LI-COR Inc.	0	52
Carl Zeiss	46	2
VRaktion UG	0	46
Teledyne Webb Research	0	45
TRUEBNER GmbH	0	43
Vaisala	0	38
ISIS Neutron and Muon Source	37	0
TC Direkt	0	37
MKS Instruments	0	35
Developed in-house	14	20
Delta Ohm	0	33
Ecomatik	0	33
Bronkhorst	0	31
Agilent Technologies Inc	19	11
Adelaide University	29	0
Leica	29	0
Phoenix Geophysics (Canada)	27	0
Earth Data Ltd	26	0
Hukseflux	0	26
Kongsberg Maritime	0	26
Centre for Microscopy, Characterisation & Analysis	25	0
BWSENSING	0	24
Helmholtz-Zentrum Berlin Für Materialien Und Energie	24	0
Implexx Sense	0	24
Kipp & Zonen	0	24
TC Direct	0	24
Adapter Technology Co., Ltd.	0	23
Dataflow Systems Limited	0	22
R.M. Young Company	0	21
T-Systems	0	20
Emerson	0	18
UGT - Umwelt - Geräte - Technik GmbH	0	18
Nikon	17	0
BD Biosciences	16	0
ecoTech	0	16
JEOL	16	0
Sencrop	0	15
Gill Instruments Limited	0	14
O'Sullivan, James	13	0
edaphic scientific/ Meter	0	12
Rotronic	0	12
Siemens	7	5
Zemic	0	12
Horiba Scientific	10	1
PerkinElmer	6	5
Thermofisher/FEI	11	0
Biospherical Instruments	0	10
Malvern Panalytical	10	0
MOBOTIX AG	0	10
RBR	0	10
Kurt Lesker	9	0
Leica Microsystems	9	0
Leosphere	0	9
Olympus	9	0
Palas GmbH	0	9
Teledyne	0	9
Varian	6	3
Victron Energy B.V.	0	9
Cytek Biosciences	6	2
Dell	8	0
Ecophysics	0	8
Wika	0	8
Forschungszentrum Jülich	0	7
Hitachi	7	0
Merck KGaA	0	7
METER Group, Inc. USA	0	7
National Oceanography Centre	0	7
Oxford Instruments	7	0
Quantum Design	7	0
School of Molecular Sciences	7	0
Shimadzu	7	0
10x Genomics	3	3
ABB Automation Products GmbH	0	6
Cavazza Anna Sas	0	6
Gill Instruments	0	6
Hewlett Packard Enterprise	0	6
Hexagon	6	0
SEPTENTRIO Inc.	0	6
Various	6	0
Waters Corporation	6	0
Company A	0	5
Company B	0	5
DMG Mori	5	0
KIT	0	5
Oxford Instruments Asylum Research	5	0
Sakura Finetek	5	0
Scienta Omicron GmbH	5	0
SEBA	0	5
Sensit	0	5
Teltonika	0	5
Thermo Fisher Scientific Inc.	2	3
TOFwerk	0	5
Waters-TA	5	0
Anton Paar	4	0
Applied Microengineering Ltd	4	0
Cameca	4	0
FuehlerSysteme eNET International GmbH	0	4
Illumina	4	0
Knorr, Dagmar	4	0
Maccor	4	0
Micromeritics	4	0
Renishaw UK Sales Limited	4	0
Safran Electronics & Defense	0	4
Thies Clima	0	4
Xenocs	4	0
Avid AS3000	3	0
Balaganesh Gopurala	3	0
Bio-Rad	3	0
Blue Scientific Ltd	3	0
Bruker Spatial Biology, Inc	3	0
CIMEL Electronique	0	3
Decentlab GmbH	0	3
DELL (United States)	3	0
Envea	0	3
EnviroTech LLC	0	3
Eppendorf	3	0
Gerber Scientific	0	3
HEITRONICS Infrarot Messtechnik GmbH	0	3
Helmholtz-Zentrum Dresden-Rossendorf	3	0
Hewlet Packard	3	0
Hewlett-Packard (United States)	3	0
Hydro-Optics, Biology and Instrumentation Laboratories, Inc.	0	3
JEOL (Japan)	3	0
Miltenyi Biotec	3	0
Observatoire Radioastronomique de Nançay	3	0
Ohio Supercomputer Center	3	0
Plasma-Therm	3	0
PP-Systems	0	3
Raith	3	0
Rigaku	3	0
Thorlabs	3	0
UBA	0	3
WITec	3	0
Yamazaki Mazak UK Limited	3	0
Aerodyne Research	0	2
Agilent E8267D	2	0
Agilent Technologies	2	0
Agilent Technologies (Manufacturer)	2	0
Aixtron	2	0
Alcatel	2	0
Allied High Tech	2	0
Amnis	2	0
Arcast Inc	2	0
Arthur KEHLER	2	0
Atlas Suntest XXL	2	0
Basler, Taritza	2	0
BD FACS Aria	2	0
Bruker BioSpin	2	0
Bruker D8 XRD	2	0
Bruker Dimension Icon	2	0
Bruker UK	2	0
CEM	2	0
Cerezo-Pizarro, Mario	2	0
Cisco Systems Inc.	0	2
Cloud Combustor	2	0
Coherent	2	0
Commonwealth Scientific and Industrial Research Organisation	2	0
Consarc	2	0
CVD Equipment Corporation	2	0
CyanTec	2	0
Electroimpact	2	0
Eneje, Sylvester Augustine	2	0
Evident (former Olympus)	2	0
FCT Systeme GmbH	2	0
G. Lufft Mess- und Regeltechnik GmbH	0	2
Gasmet Technologies	0	2
GDS	2	0
GE Healthcare	2	0
Giatec/XCell	2	0
GPS Networking, Inc.	0	2
Hamilton	2	0
Heidelberg Instruments	2	0
Hitachi High-Technologies Corporation	2	0
HPS	0	2
HQ Graphene	2	0
IBC SOLAR AG	0	2
Impact Subsea Ltd.	0	2
Inductotherm Europe Ltd	2	0
ITL (Manufacturer)	2	0
JFE Advantech	0	2
Jyotirmay Kirtania	2	0
Keyence	2	0
Keysight	2	0
Kratos Analytical	2	0
Kuka	2	0
Lesker, Pro Line PVD200	2	0
Library Engagement and Experience	2	0
Life Technologies	2	0
Lockheed Martin Corporation	0	2
Makhado, Lufuno	2	0
Manufacturer	0	2
MATEST/C091-02N	2	0
Meier-NT GmbH	0	2
Mellen	2	0
Mikael Lumetzberger	2	0
Molecular Devices	2	0
MTI	2	0
Nikola Komlenac	2	0
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)	2	0
ONI	2	0
Panalytical Xpert Pro XRD	2	0
Passaro, Mario J.	2	0
Phegley, Lauren	2	0
PHI	2	0
Polytec	2	0
PreSens Precision Sensing GmbH (Manufacturer)	2	0
ProBeam	2	0
rame-hart	2	0
Reichert Jung	2	0
Renishaw	2	0
Retsch GmbH (Manufacturer)	2	0
Revuelta-Domínguez, Francisco-Ignacio	2	0
Rockland Scientific	0	2
RPG Radiometer Physics GmbH	0	2
Sartorius	2	0
Schneider Electric (APC by Schneider Electric)	0	2
Sentek	0	2
Shukla, Balraj	2	0
SLAC National Accelerator Laboratory	2	0
SMA Solar Technology AG	0	2
Sonardyne	2	0
SPTS Technologies	2	0
Stefano Schinco	2	0
TA INSTRUMENTS	2	0
Thermo Fisher Scientific (Invitrogen Bigfoot)	2	0
Thermofisher	2	0
Topcon Deutschland GmbH	0	2
Turco	2	0
University of Sheffield	2	0
University of Sheffield / Sheffield SpinTec	2	0
UP GmbH	0	2
Vecco 50BM-4	2	0
Waters GCT Premier	2	0
Wyatt Technology	2	0
Zeiss LSM 880 upright confocal microscope with Airyscan	2	0
, harmawati	1	0
, Nurafni	1	0
2-manual pipe organ	1	0
3D PDA system	1	0
3D Systems	1	0
3D Systems, model 3500	1	0
3D Systems, model 5000	1	0
3Devo UK/SG - Composer 450°	1	0
3Devo UK/SG - SHR3D IT	1	0
3dMD	1	0
3dMD 3D video camera	1	0
3i (Intelligent Imaging Innovations)	1	0
3Shape	1	0
92” – 2 x 2 (46” near seamless displays) Interactive video wall. 2 units high x 2 units wide including “daisy chain boards” & true Multi touch overlay. (UT92/IVW/IR/20T)	1	0
ABB	1	0
ABSciex	1	0
Ackermann KG	0	1
Ackermann, Maximilian	1	0
Aconity3D	1	0
ActivInsights GeneActiv.	1	0
ADT, 7900 DUO 8" dicing system	1	0
AEROFORM	1	0
AET, ALOX furnace.	1	0
Affymetrix	1	0
Agie Charmilles	1	0
AGIE Excellent	1	0
AGIETRON Compact Micro	1	0
AGIETRON Vertex	1	0
Agilent Cary Eclipse Fluorescence Spectrophotometer	1	0
Agilent DSO-X 92004A	1	0
Agilent DSO9254A	1	0
Agilent E4433B	1	0
Agilent E5071B	1	0
Agilent E83640A	1	0
Agilent G8910A, Supernova CCD	1	0
Agilent N1996A-506	1	0
Agilent N5172B	1	0
Agilent N5232A	1	0
Agilent N5242A	1	0
Agilent N9010A	1	0
AgXeed	1	0
Air Quality Design	0	1
Airco	1	0
Airyx	0	1
aixACCT Systems GmbH	1	0
AKOS ISTVAN UJVARI	1	0
Akoya Biosciences	1	0
AKTA	1	0
Ametek Vision Research - Phantom	1	0
AMRC	1	0
Anderson, Lindsey	1	0
Andert, Mareike	1	0
Andor / Nikon	1	0
Andor IR-VIS-UV Spetrography System	1	0
Andreas Wibowo	1	0
Andressa Gomide	1	0
Anritsu (Manufacturer)	1	0
Ansaldo and Power Service Consulting	1	0
Anton Paar SurPASS 3.	1	0
Anton Parr Multiwave 3000	1	0
Anton-Paar MCR 92.	1	0
Anton-Paar PoreMaster 60GT.	1	0
APC Technology Group PLC	1	0
Applied Biosystems™ QuantStudio™ 12K.	1	0
Applied Materials	1	0
Applied Photophysics	1	0
Applied Photophysics Chirascan	1	0
AquaCheck	0	1
Aragon, Andres	1	0
Arburg Injection Moulding Facility	1	0
Arcotronics	1	0
Arctec Space S	1	0
ArduSimple	0	1
Ascention MotionStar	1	0
ASMPT Amicra GmbH	1	0
Assorted 3D/2D display technologies	1	0
Atik Cameras Ltd	1	0
attocube	1	0
Attocube GmbH	1	0
Avante	1	0
Avid ISIS 5000	1	0
Ayodeji Fayemi	1	0
Battenfeld Microsystems 50	1	0
BD Biosciences (Becton, Dickinson and Company)	1	0
BD FACS Canto	1	0
BD FACSAria™ III Cell sorter (11 colours)	1	0
BD FACSVerse	1	0
BD FACSymphony™ A3 Cell Analyzer.	1	0
BD LSRFortessa™ flow cytometer	1	0
BDL-473-C Laser (Becker & Hickl GmbH)	1	0
Beaglehole Instruments	1	0
BeAM - AddUp	1	0
Becker & Hickl GmbH SPC-150 TCSPC module	1	0
Beckman Coulter	1	0
Beckman Coulter Optima LE-80K Ultracentrifuge/Beckman Coulter Optima XPN-80 Ultracentrifuge	1	0
Beneq, ALD, Thin Film System TFS200*	1	0
Bertec	1	0
Bertec.	1	0
Bespoke	1	0
Bibo (Manufacturer)	1	0
Biodex	1	0
Biodex System 4	1	0
BiOENGiNEERiNG AG (Manufacturer)	1	0
Biolin Scientific	1	0
Biomek FX robotic system	1	0
BioSemi	1	0
Biospace Lab PhotonIMAGER Optima	1	0
BioVision Technologies, Inc	1	0
Bitplane Imaris 9.9 for Cell Biologists	1	0
BLohm Precimat	1	0
Bluefors	1	0
Bluthner Grand	1	0
Booth Welsh System	1	0
Bosendorfer Grand Piano	1	0
Bosendorfer Piano	1	0
Braid, Jennifer	1	0
Braun Container Handels-GmbH (Manufacturer)	1	0
Broadwood Grand	1	0
Brocca, Nicola	1	0
Brown, Kenneth	1	0
Bruker 250 MHz DPX	1	0
Bruker 300 MHz DPX Fourrier	1	0
Bruker 500 MHz DPX	1	0
Bruker 600 MHz Advance 3	1	0
Bruker Alicona	1	0
Bruker AmaZon LC/MS	1	0
Bruker Auoflex Speed	1	0
Bruker Avance 500Mhz multi-nuclear gradient NMR	1	0
Bruker Hysitron	1	0
Bruker microtof mass spectrometer	1	0
Bruker Pulsed Interface	1	0
Bruker Skyscan 1272	1	0
Bruker Spectrometer	1	0
Brunner, Michael	1	0
Bruno de Azevedo	1	0
BUHLER, Boxer, dielectric evaporator.	1	0
Burkhardt Energy	1	0
BWE Ltd	1	0
Böhme, Jana Marion	1	0
C&W Fog Chamber Hipotronics HVAC transformer + control unit	1	0
C930 Clavinova	1	0
Cabrera, Laura Y.	1	0
Caccavale, Mauro	1	0
Cairn Research	1	0
Calmetrix I-Cal 8000 HPC	1	0
CAMECA	1	0
Campos, Livia Branco	1	0
Camscan 2040/oxford inca edx/wdx analysis	1	0
Canon EOS 6D camera body, Kaiser RS1 copy stand Macrophotography station: Canon camera body + Kaiser copy stand	1	0
Cantorani, José Roberto Herrera	1	0
Carbajal, Celena	1	0
Carbolite (Manufacturer)	1	0
Carl Zeiss EVO 40	1	0
Carl Zeiss GOM Metrology GmbH (Manufacturer)	1	0
Cascade	1	0
Cassotti, Mathieu	1	0
Castle Microwave LTD	1	0
Cell Microsystems	1	0
Central Scanning Ltd	1	0
Chang, Wen-Jung	1	0
Chappell	1	0
Chemagnetics 300 MHz Wide Bore	1	0
Chemagnetics 400 MHz Wide Bore	1	0
Cheung, Vivian	1	0
Chofakian, Christiane Borges Do Nascimento	1	0
Christos Pliatsikas	1	0
CM3050S (Leica Microscience)	1	0
CMax CM2 towfish with Hypack data acquisition software.	1	0
CMS	1	0
Coastal Basin - Designed and Constructed in-house	1	0
Cobas	1	0
Coherent Laser VerdiV-10, Mira, APE OPO PP2	1	0
Coherent OBIS	1	0
Coherent Verdi-V18	1	0
Constructed - as per design	1	0
Controls 58-E5214.	1	0
CONTROLS AUTOMAX COMPACT-Line/50-C56D02	1	0
Controls/Wykeham Farrance	1	0
Courtney Jean Holloway	1	0
Covaris M220	1	0
Crest Optics / Zeiss	1	0
Crossbeam	1	0
Current and Voltage Transducers	1	0
Custom build OCT instrument	1	0
Custom desing - NBM design	1	0
Custom-built (IMB)	1	0
CustomerFielder	0	1
CyberGlove,18-sensor, left and right hand	1	0
Cybula Data Store (SUN)	1	0
Cyclone 18/9	1	0
Cytek	1	0
Cytiva Biacore™ T200	1	0
Cytoflex	1	0
Davis Instruments	0	1
DCA Instruments	1	0
DCA Instruments Oy	1	0
De Azevedo, Bruno	1	0
de Lima Oliveira, Fernando Augusto	1	0
de Mello Bispo Borges, Marcela	1	0
de Sousa, Inês Alexandra Correia	1	0
Decagon devices	1	0
DektakXT Advanced System (DXT-A)	1	0
Dell and Apple	1	0
Dell Corporation Ltd	1	0
Dell Technologies	1	0
Delong Instruments LVEM25	1	0
Delta WASP 40100 Clay.	1	0
Delta-T Devices	0	1
Deltavision	1	0
Deltavision Core High Resultion Imaging System	1	0
DeMeet	1	0
Deutsches Elektronen-Synchrotron (DESY)	1	0
Diasus Ultrasound	1	0
Digital Instruments	1	0
Digital Instruments AFM/MFM	1	0
Digital Projection M-Vision Cine 3D;	1	0
Dilution fridge.	1	0
Dionex ICS-2000 Ion Chromatograph	1	0
DM/AF6000 Microscope system (Leica Microsystems) with Neurolucida/StereoInvestigator cell reconstruction (Microbrightfield Inc)	1	0
DMG ns laser system (10-200nm)	1	0
DML 40SI ns laser system (500ns)	1	0
DMRA2 (Leica Microscience)	1	0
Don Whitley Scientific	1	0
Doosan	1	0
Douglas Instruments	1	0
Dr. Sven Kiefer	1	0
Droplet	0	1
DTM, model 2500 plus	1	0
Dumont, Hanna	1	0
Durotoye, Timilehin	1	0
Dynamic Biosensors heliX+ system and Dynamic Biosensors proFIRE system	1	0
DynaPro® Plate Reader III Light Scattering Instrument	1	0
EA-PS1 8080-120	1	0
Eckert and Ziegler, Synthera, TRASIS AIO, FastLab 2	1	0
ECS Partners Ltd	1	0
Edinburgh	1	0
Edinburgh Instruments	1	0
Edvaldo Ramos da Silva	1	0
Edwards	1	0
El-Awady, Jaafar	1	0
Element Biosciences	1	0
Elementar Analysensysteme GmbH	0	1
Elmitec LEEM III.	1	0
Endress+Hauser	0	1
Enertwin	1	0
Engis	1	0
Envisiontec Perfactory mini SXGA Multi Lens	1	0
EOS, model P7000	1	0
epMotion5075	1	0
Epredia	1	0
Equator 300 systems	1	0
ESAB - AMI	1	0
EVG101C Spin Coating System	1	0
EVIDENT	1	0
Evident (formerly Olympus Life Science)	1	0
Evident Corporation	1	0
Evident Scientific	1	0
EVOS	1	0
EVOS M7000 Life Cell Imaging System	1	0
Evosep Biosystems	1	0
Exitech M2000EF	1	0
Exone	1	0
F&S Bondtec	1	0
Farinha, Pedro	1	0
Fauchille, Agathe	1	0
FDM C1500BXPRO	1	0
FDM C700BXPRO + CO200	1	0
FDM C700BXPRO + SPS07.	1	0
FEI	1	0
FEI - Thermo	1	0
FEI COMPANY	1	0
FEI Company	1	0
Fei Deutschland GmbH (Manufacturer)	1	0
Felgendreff, Lisa	1	0
FENN	1	0
Ferranti	1	0
finetech	1	0
Finnegan	1	0
Fischione	1	0
Flinders Microscopy and Microanalysis	1	0
Focused Ion Bean - Zeiss 1540xB	1	0
Formulatrix	1	0
FP machine	1	0
Frank, Pascal	1	0
Fuji	1	0
Fujifilm VisualSonics	1	0
Fusion Coolant Systems	1	0
G. Scott Graham	1	0
Gabriele Prosperi	1	0
Gaertner Scientific	1	0
GAITRite Platinum.	1	0
Gao, Stephen	1	0
GE	1	0
GE Amersham Molecular Dynamics Typhoon 9410 Molecular Imager	1	0
GE Omni Legend.	1	0
GE Typhoon Trio Imager	1	0
Gebi Husein Jima	1	0
Gefertec	1	0
GEHC	1	0
GeminiSEM	1	0
Gen Yus Hafiz Moreno	1	0
GENEVAC (Manufacturer)	1	0
Genomics Laboratory	1	0
Giatec/iCOR2 Package	1	0
Gigatronics GT-1000A	1	0
Gobel Harpsichord	1	0
Golden Engineering	1	0
GOM	1	0
Grand Piano	1	0
Graphics Computer Cluster (SUN Microsystems)	1	0
Gravatom Hot Cells	1	0
Grup De Recerca En Victimització Infantil I Adolescent	1	0
GTV Impex Gmbh	1	0
Gutierrez, Ranier	1	0
Haage Anagramm Technologien Gm (Manufacturer)	1	0
Haas	1	0
Haefely R800, Haefely R200	1	0
Haefely SGSA200-10, Haefely LGR 100-15, Haefely GC223	1	0
Haefely SGSA400-20, Haefely LGR 100-20, Haefely GC223	1	0
Hainbuck	1	0
Hamilton Company	1	0
Hargassner Biomass Heating Ltd	1	0
Helical Energy	1	0
Heraeus HERA safe A and B	1	0
Hermle	1	0
Hesse Instruments (Manufacturer)	1	0
Hesse Mechatronics	1	0
Hi-Tech (TgK)	1	0
High Performance Cluster	1	0
High Pressure Optical Rig (HPOC)	1	0
High Presure Gasifier	1	0
Hilger, Vera	1	0
Hiott, Caroline	1	0
HiQ	1	0
Hitachi, Regulus8230	1	0
HM325 (Microm)	1	0
HM440E + K400 (Mircrom)	1	0
HMx9 Mask Cleaner	1	0
Hoffman	1	0
Holtzworth HS6002A	1	0
Horiba LabRAM HR Evolution.	1	0
Hot Dry Rocks	1	0
Hot End Simulator (HES)	1	0
HP Cosmos Treadmill	1	0
HP70820A / HP70004A	1	0
HP83020A	1	0
HPCR Interface pipework	1	0
HPCR Rig Pipework	1	0
Hsing, Pen-Yuan	1	0
Hubner Photonics	1	0
Hufnagel, Todd	1	0
Hurst, Elizabeth H.	1	0
Hydroinnova	0	1
IBM (United States)	1	0
ICDD, Malvern Panalytical Ltd	1	0
Iconsys	1	0
Idaho C3+3 Collaboration	1	0
IDQ	1	0
Igranic, Switching Transformer	1	0
IIT: Istituto Italiano di Tecnologia	1	0
IKA Lo-vi and IKA Me-vi.	1	0
Illumina / MiSeq	1	0
Illumina Cambridge Ltd	1	0
Illumina HiSeq 2500	1	0
Illumina HiSeq 4000	1	0
Illumina NextSeq500	1	0
Illumina Platform bead express	1	0
Illumina Platform ISCAN	1	0
IMI Remosa	1	0
Indigo Scientific	1	0
Inductotherm	1	0
Inertas	1	0
Infitesima	1	0
Infrastructure and Platforms	1	0
Inlet Pipework From Compressor To Rigs	1	0
Inprocess LSP	1	0
Insphere	1	0
Instron	1	0
Instron 100kN	1	0
Intelligent Imaging Innovations, Ltd	1	0
Intergrated lab Solutions (ILS)	1	0
Invitrogen	1	0
Ionicon Analytik	0	1
IPG Laser	1	0
IPG Photonics (UK) Ltd	1	0
Isaacs, Talia	1	0
Ismail, Ismail	1	0
IT Concept	1	0
IVS	1	0
Iván Bedón-Suárez	1	0
Iwe, Sören	1	0
IX 71 (Nikon Instruments) + DFC 350 (Leica)	1	0
J.A. Woollam	1	0
Jaenecke, Patrick	1	0
Janis Res	1	0
Japan02	1	0
Jenoptik AG	0	1
Jenoptik HEX03	1	0
JEOL (SEM) 840A	1	0
JEOL 1010 TEM electron microscope	1	0
JEOL 300 MHz Eclipse	1	0
JEOL JEM-2100 TEM	1	0
Jessica Draughon Moret	1	0
JIPELEC, Jetfirst 300 RTP Processor 3 x 400V.	1	0
JLS	1	0
Joachim K. Rennstich	1	0
Johann, Michael	1	0
Johnson & Allen	1	0
Joshua, Abraham M.	1	0
Jumo	0	1
Jusuf Blegur	1	0
JY Flurolog 3 Laser System	1	0
JY Horiba Ultima2 ICP-OES	1	0
K-frame	0	1
K3 Metrology	1	0
Karl D. Bellvè	0	1
Karsa	0	1
KEA	1	0
Kea Automation Ltd	1	0
Kedir Teji Roba	1	0
Kedir Teji Roba and Alexandra Brewis	1	0
Kedir Teji Roba. Alexandra Brewis	1	0
KEHLER, Arthur	1	0
Kelberg, Anna	1	0
Keow, Chiong Yee	1	0
KEP Technologies EMEA ( Souced via Scimed LTD)	1	0
Kern HSPC 2216	1	0
Kestrel	0	1
KEYENCE DEUTSCHLAND GmbH	0	1
Keyence Ltd	1	0
Keyence VHX-7000	1	0
Keyence VHX-7100	1	0
Keysight Technologies	1	0
Kijamet, Dzenita	1	0
Kimball	1	0
Kincom 125E	1	0
Kirtania, Jyotirmay	1	0
Kistler	1	0
Kistler Force Platforms	1	0
KLA, P17	1	0
KMLabs	1	0
Kratos	1	0
Kratos Axis Ultra DLD	1	0
Kratos Axis ULTRA DLD Spectrometer	1	0
Krishnamurthy, Raghu	1	0
Krupp, Angelina	1	0
KRUSS	1	0
Krüss	1	0
Kuka/KR 60 HA	1	0
Kurtz	1	0
Labsys	1	0
Lafave, Mark	1	0
Lake Shore 7400	1	0
Langzauner	1	0
Larsen, Peter	1	0
Laser 2000 MLIII 1064 DPSS module	1	0
Laser Quantum GEM	1	0
Laser Quantum Ignis	1	0
Lauda TVT2	1	0
Laura Pissani	1	0
LD Didactic	1	0
LDA measuring system	1	0
Leco Hg analyser AMA 254	1	0
Leco Ltd	1	0
Leco S/C analyser SC-144 DR	1	0
LeCroy Wavejet 314 (x3)	1	0
LeCroy WaveJet 354 (x2)	1	0
LeCroy Waverunner 64Xi (x2)	1	0
LeCroy Wavesurfer 104MSx-B Tektronix Portable Scopes	1	0
Lee, Jinkook	1	0
Lee, Jiyong	1	0
Leica DM IRE2 Microscope	1	0
Leica DMIRC wide field microscope	1	0
Leica DMLB epifluorescence and brightfield photomicroscope	1	0
Leica DMRB brightfield photomicroscope	1	0
Leica DMS 1000.	1	0
Leica EMPACT2	1	0
Leica Geosystems	0	1
Leica M80 Stereo Microscope, computer and cameras (Leica), plus Dell laptop	1	0
Leica SP5 II MP (UV-405-VIS-IR)	1	0
Leica SP8	1	0
Leica TCS SP2 AOBS confocal system	1	0
Leica TCS SP5	1	0
Leica TCS SP5 Confocal Microscope	1	0
Leica TCS SPE	1	0
Leica/Mettler	1	0
Leiden Cryogenics B.V	1	0
LI-COR Biosciences	0	1
Libelium	0	1
Light Guide Systems	1	0
Lightning Generator and Analytical Equipment	1	0
Limess	1	0
LIN, Yueh-Hsiu	1	0
LIRA Lab	1	0
Lista	1	0
LKPF	1	0
Loadpoint Nanoace 3	1	0
Lodestone	1	0
Logos Biosystems X-CLARITY	1	0
Los Gatos	0	1
Lovis	1	0
LOWNOX rigs	1	0
Loxin	1	0
LPKF Laser & Electronics AG	1	0
LSM 5 Pascal (Carl Zeiss)	1	0
LSM 510 META NLO (Carl Zeiss)	1	0
Lucas Laboratories, Hot Water Trolley	1	0
LUCAS NULLE	1	0
Luiz Alberto Pilatti	1	0
Lumascope Microscope	1	0
Lumicks	1	0
LUMICKS	1	0
Luxendo	1	0
M Squared Life	1	0
Magalhães, Óscar Aquilino Moreira	1	0
Magma Combustion Engineering	1	0
Magnetic Insight	1	0
Magstim	1	0
Makhado, Thendo Gertie	1	0
Makino	1	0
Malvern Masterizer X	1	0
Malvern Nanosight LM10	1	0
Malvern PANalytical	1	0
Malvern Panalytical Ltd	1	0
Malvern Zetasizer Nano ZS with autotitrator.	1	0
MAN (Manufacturer)	1	0
Mantis	1	0
Marilia Fernanda Socio	1	0
Martaria Rizky Rinaldi	1	0
María Paz Pinos Gavilanes	1	0
Marília de Sousa Lima de Almeida	1	0
MATEST C430.	1	0
Matest V085 and vacuum chambers.	1	0
Mauna Kea Technologies	1	0
Maurizzi, Jazz	1	0
Mazak Europe	1	0
MBE Komponenten Gmbh	1	0
MBRAUN and Island e-Beam	1	0
Mediso Nanoscan PET/CT.	1	0
Meiji macro-imaging system	1	0
MELD	1	0
Mencía-Ripley, Aída	1	0
Meng, Karin	1	0
Merck Millipore	0	1
MESO QuickPlex SQ 120.	1	0
Mettler-Toledo GmbH (Manufacturer)	1	0
MF Tech	1	0
Micro Materials	1	0
Micro XAM-100-HR white light interferometer	1	0
Micro-Epsilon Messtechnik GmbH & Co. KG (Manufacturer)	1	0
Microfluidics	1	0
Micron	1	0
Microtrac	1	0
MIDAS	1	0
Mii Impio 55 nano imprint lithography	1	0
Mikron HSM700; DMU 60T VMC (3.5 axis); DMU 60T VMC (5 axis).	1	0
Milhabet, Isabelle	1	0
Miltenyi Ultra Microscope II	1	0
Miro	0	1
Mithro Technologies TAP 2	1	0
Mitutoyo	1	0
Mitutoyo Euro Apex	1	0
MITUTOYO Quick Scope	1	0
MITUTOYO Quick Visual Accel	1	0
MKS / Spectra Physics	1	0
Molecubes-Bruker	1	0
Molecular Devices FLIPR Penta	1	0
Montana Instruments	1	0
Montera, Vanessa	1	0
Moorfield - minilab ET80A	1	0
Moorfield - minilab S060M	1	0
Moorfield Nanotechnology	1	0
Mota, Mailce Borges	1	0
MPI Corporation	1	0
MULTIWIRE	1	0
Muthmainnah, S.Pd.	1	0
Mycoplasma-free cell culture	1	0
MySensorCorp	0	1
MySensorNewCorp	0	1
n/a	1	0
NABERTHERM - LE6/11 R7.	1	0
Nano Instruments	1	0
NanoFCM	1	0
Nanofilm	1	0
NanoMagnetics Instruments Ltd	1	0
Nanoscribe	1	0
NanoString	1	0
Nanostring GeoMX and nCounter	1	0
Narrow Armfield Open Channel Flume	1	0
National Instruments	1	0
navXperience GmbH	0	1
NCMT	1	0
NeoScope	1	0
NeoVan.	1	0
Netzsch	1	0
Netzsch / DSC 200	1	0
Newcastle University	1	0
Newport/Spectra Physics Mai-Tai and OPO	1	0
NI PXIe 5763.	1	0
Nicodemo, Gianvincenzo	1	0
Nicolet	1	0
Nikon D700 (x2), Photron Fastcam SA5, FLIR SC7000	1	0
Nikon D90 digital SLR	1	0
Nikon GmbH (Manufacturer)	1	0
Nikon JCM5000	1	0
Nikon Metrology Europe NV	1	0
Nikon Microscope	1	0
Nikon Optical Measurement Microscope Suite	1	0
Nikon Ti-U inverted microscope; Cambridge Technologies Model 6210HSM40 Galvanometer Scanner; Hamamatsu PMT 2x H7422-40, 2x H10721-210 & 2x H10770A-40; Horiba Jobin Yvon iHR550 spectrometer; Andor Technologies DU 971N EMCCD Camera; Homebuilt electronics, optomechanics and software	1	0
Nikon Ti-U inverted microscope; Cambridge Technologies Model 6210HSM40 Galvanometer Scanner; Mad City Laboratory Nano LP200 sample stage; 2x Zurich Instrument HF2LI Lock-In Amplifier; Hamamatsu PMT H10770A-40 , H10721-210 & H10721-20; Homebuilt electronics, optomechanics and software	1	0
Nkotanyi Joseph	1	0
Norbit iWBMSe	1	0
Norling, Caleb Joshua	1	0
Northern Combustion Systems	1	0
Norwoods	1	0
Novel Emed Plate	1	0
NSF-DOE Vera C. Rubin Observatory	1	0
NSI- MI	1	0
NT-MDT	1	0
NZAYISENGA, Joseph	1	0
Objective Imaging Surveyor Slide Scanning System	1	0
Objet Connex 500	1	0
Obradovic, Jelena	1	0
Observatoire De Paris	1	0
Observatoire de Paris	1	0
OHAUS	1	0
OHMEX Ltd	0	1
Oil furnace	1	0
Olympus BX40 microscope with Hamamatsu ORCA Spark digital camera	1	0
Olympus BX50	1	0
Olympus BX61 microscope with Hamamatsu ORCA Spark digital camera	1	0
Olympus IX71 inverted microscope with Hamamatsu ORCA Spark digital camera	1	0
Olympus IX71 motorised, inverted microscope	1	0
Olympus SZX12 stereo zoom system	1	0
Olympus time lapse microscope	1	0
Olympus VS200 Slide Scanning System	1	0
Omicrom (Custom built) Surface Science Spectrometer	1	0
Omnilab-Laborzentrum (Manufacturer)	1	0
ontrols 58-E5214.	1	0
Optical Sensors Sweden AB	0	1
Optronis GmbH (Manufacturer)	1	0
Opus Instruments	1	0
Orlando, Stefano	1	0
Outlet Pipework From Rigs	1	0
Oxford Instruments, PlasmPro 100 Cobra 300.	1	0
Oxford Nanopore Technologies	1	0
Oxide/Techno Search Corp	1	0
Pacific Biosciences Sequel	1	0
Pacific Kiln	1	0
Palm, Brett	1	0
PANalytical	1	0
Paola Andrea Antezana Pérez	1	0
Park Systems	1	0
Particle Metrix	1	0
Pascon Ltd	1	0
Patrícia Costa Shibayama	1	0
Patterson, Brandon	1	0
Pedar C Unit	1	0
Pedar X Unit	1	0
Pedrazzoli, Mario	1	0
Penthin, Marcus	1	0
Perkin Elmer CLARUS 500 GC-MS	1	0
Perkin Elmer Opera Phenix	1	0
Perkin Elmer Optima 2100 DV ICP-OES	1	0
Perkin Elmer/ Revvity	1	0
PerkinElmer GmbH (Manufacturer)	1	0
PhenomXL G2 Desktop SEM	1	0
Philips Automated Powder Diffractometer (model PW1710)	1	0
Phillips	1	0
Photon Systems	1	0
Photonic professional.	1	0
Physical Acoustics	1	0
Physical Electronics, a division of ULVAC-PHI	1	0
Physical Instruments (PHI)	1	0
PicoLase 1000, OL Ltd	1	0
Picoscopes 3205 (x2), 3206 (x3), 9201	1	0
Pilatti, Luiz Alberto	1	0
Planar imaging diagnostic system	1	0
Planar Laser Indused Florescence	1	0
PlanET Biogastechnik GmbH (Manufacturer)	1	0
PLD2000 / PVD Products Inc.	1	0
Plint/Phoenix tribology	1	0
Polhemus LIBERTY 240 - 16 sensor tracking system	1	0
Pollaris, Gwen	1	0
Pollen AM (PAM) Series P	1	0
PPMS Evercool II	1	0
PRAIRIE2 controllers	1	0
Prairie2 photon microscope	1	0
Prevac	1	0
Pro-Lite Technology	1	0
Promega	1	0
Proto manufacturing	1	0
Proto Manufacturing	1	0
PSP (Custom Made) TPD Spectrometer	1	0
Pugalanthi C	1	0
PULSONIC 58-E4900 serial number 19005533.	1	0
Pure Energy Centre (PEC)	1	0
PVD Products	1	0
Q-LAB Q-Fog CRH600-HSC	1	0
Q-LAB QUV SPRAY RP.	1	0
QPC, Ca, USA	1	0
Qualisys MCU1000	1	0
Qualisys Oqus 700+ 10 camera set, plus Oqus 210c video camera	1	0
Qualisys Oqus 700+ 12 camera set, plus Oqus 210c video camera	1	0
Quantachrome	1	0
Quanti Tech	1	0
Quantum Design / PPMS	1	0
Quantum Design Evercool II.	1	0
Quantum Design MPMS	1	0
Quantum Design PPMS	1	0
Quantum Design UK & Ireland	1	0
Quantum Design UK and Ireland Ltd	1	0
Quaresma, Fernando Rodrigues Peixoto	1	0
Quatum Focus / Infrascope III	1	0
Quintus Technologies	1	0
Quorum Technologies LTD	1	0
R&S ZVA67	1	0
Raith GmbH	1	0
RAITH, EBL	1	0
RAITH, EBPG 5200 plus	1	0
Raman Spectrometer	1	0
Ramesh, Kaliat T	1	0
Range of capacitive dividers for voltage measurements to 700kV	1	0
Reactive Ion Etching	1	0
Reedu GmbH & Co. KG	0	1
Refeyn	1	0
Reichenbacher Hamuel GmbH (Manufacturer)	1	0
Renishaw AM250	1	0
Renishaw InVia Raman Spectrometer	1	0
Research Computing and Data Services	1	0
Research Infrastructure Centres	1	0
Respiratory cosmed	1	0
Reuniwatt	0	1
Revvity Signals	1	0
Reynvoet, Bert	1	0
Riber	1	0
Rigaku Corporation	1	0
RigakuSLabXRD	1	0
Riku XRD	1	0
Ripka, Vojtěch	1	0
Rittal	0	1
Roberts, Louise	1	0
Robotic System Microlab 5	1	0
Roche/Qiagen	1	0
Romanovska, Linda	1	0
RPG-Radiometer Physics GmbH	0	1
RT Labs	1	0
RTDS Technologies, Canada	1	0
Röders GmbH (Manufacturer)	1	0
Saefan, Joko	1	0
Saffron Secientific Equipment Ltd / Glovebox	1	0
Sakura Tissue-Tek DRS	1	0
Sales, Alícia Rafaelly Vilefort	1	0
Sam Mutsamwira	1	0
Samsung RS80A ultrasound.	1	0
Santos, Daniela	1	0
Saricaoglu, Aysel	1	0
SARIX SX-100-HPM 3D	1	0
Sartorius UK Ltd	1	0
Satlantic	0	1
Scanvac CoolSafe Freeze Dryer	1	0
Schellen, Julia	1	0
Schenk	1	0
Schlumberger	0	1
Schmidt, Torben	1	0
Scientifica/Spectra Physics	1	0
Sciex 6500QTrap mass spectrometer	1	0
Sciex 7500QTrap mass spectrometer	1	0
SCR Rig pipework	1	0
SCR Traverse	1	0
Seco Warwick	1	0
Selex Systems Integration GmbH	0	1
Sensofar	1	0
SensTech	1	0
Sentech	1	0
Sentro Tech Corp	1	0
Separex	1	0
SESIDHAR DVSR	1	0
SET	1	0
Shannon C. White	1	0
Shutt	1	0
Sidharth Puliyullathil	1	0
Sieltec Canarias SL	0	1
Siemens G-30 rig	1	0
Siemens HMI	1	0
Siemens Magnetom System	1	0
Siemens Prisma	1	0
Sigma 3-16 KL	1	0
Sigma Laborzentrifugen GmbH (Manufacturer)	1	0
SIJ Technology	1	0
Silber, Elizabeth	1	0
Simon, Kosali	1	0
Sinterit Lisa Pro	1	0
Skelton-Macedo, Mary Caroline	1	0
Skyscan	1	0
Sonja Klein	1	0
Sony Biotechnology	1	0
Sony Biotehnology	1	0
Sony Europe	1	0
Soraluce	1	0
South Boats 36ft Research Vessel Catamaran	1	0
Sowinski, Ronja	1	0
SPECS GmbH	1	0
Spey Rig	1	0
Spitzenberger & Spies PAS 1000 amplifier	1	0
Spray Rig	1	0
ST Engineering iDirect Inc.	0	1
Stahl, ST 50 5000kg Gantry Cranes	1	0
Starrag	1	0
Starrag AG	1	0
State Department for Science, Research and Innovation (SDSRI)	1	0
Staubli Bayreuth GmbH	1	0
Steger, Daniel	1	0
Steinberg, Evelyn	1	0
Steinway Piano	1	0
Stelar Spenmaster Variable Field NMR Spectrometer	1	0
Stellaris	1	0
STONEPC-1210	1	0
Stratasys	1	0
Stratmann, Markus Wim	1	0
Studer	1	0
StyX Neutronica GmbH	0	1
Subash Thapa	1	0
SUN 6 US4BRD	1	0
Surface Measurement Systems	1	0
SUSS MicroTec	1	0
SUSS MicroTec, AD12	1	0
SUSS MicroTec, MCS8	1	0
SUSS MicroTec, SD12	1	0
Sutron	0	1
Symon, Andrew	1	0
SÜSS MicroTec, MA08 Gen4 Mask Aligner	1	0
SÜSS MicroTec, MA6 Mask Aligner.	1	0
SÜSS MicroTec, MJB4 Mask Aligner	1	0
TA Instruments	1	0
TA Instruments - A Division Of Waters Ltd	1	0
Taillieu, Aymara	1	0
TaKaRa ICELL8 cx Single-Cell System.	1	0
Tang, Kevin	1	0
TAP-2 Reactor	1	0
TAV Furnances SPA Italy	1	0
Taylor Hobson	1	0
Taylor/Hobson Form Talysurf	1	0
Teixeira, Luis Filipe Mendes	1	0
TekBox Digital Solutions Pte. Ltd.	0	1
Tekna	1	0
Tekscan F-Scan VersaTek.	1	0
Tekscan K-Scan.	1	0
Tektronix 11801A	1	0
Tektronix DSA 8200	1	0
Teledyne E20	1	0
Teledyne marine	0	1
Telescal, Spain and from dSpace	1	0
Temescal	1	0
Tescan	1	0
Teubert	1	0
Texas Electronics Inc.	0	1
The Gateway to Global Aging Data Team	1	0
Thermal Technology	1	0
Thermo / Agilent	1	0
Thermo Finnigan Delta V Advantage with Gasbench II and FlashEA	1	0
Thermo Finnigan Element XR	1	0
Thermo Finnigan MAT 252 and Kiel III Carbonate Preparation Device	1	0
Thermo Fisher Scientific K-Alpha+	1	0
Thermo HPLC Spectra System	1	0
Thermo MAT 253 and Kiel IV Carbonate Preparation Device	1	0
Thermo Scientific MSC-Advantage A and B	1	0
Thermo Scientific NanoDrop 3300 Fluorospectrometer	1	0
Thermo X-Series 1 ICP-MS	1	0
Thermo X2 ICP-MS	1	0
Thermo X2 ICPMS and New Wave Research UP213 UV laser ablation system	1	0
Thermo/ Finnegan	1	0
ThermoFisher Attune™ NxT Flow cytometer	1	0
ThermoFisher Gravimetric Feeder	1	0
ThermoFisher Scientific	1	0
ThermoFisher Scientific Ion Chef	1	0
ThermoFisher Scientific Ion Proton	1	0
Thermofisher Surveyor HPLC-MS	1	0
ThermoFisher/Agilent/Applied Biosystems/QuantStudio	1	0
Thermtest MP-2.	1	0
Tilleul, Camille	1	0
TMC.	1	0
Tobias, Roberto Gomez	1	0
Tobon, Sergio	1	0
Tompkins, Virginia	1	0
Topcon	0	1
Torton modified, mobile assessment centre	1	0
Toshiba	1	0
TPD Chamber Surface Science Spectrometer UHV Chamber Spectrometer	1	0
TQ; PSS1	1	0
Triboindenter	1	0
Trion Technology, Inc.	1	0
TSI - Condensation particle counters (3 units) Model 3785	1	0
Turco MV4206-1	1	0
Turco MV4207-3	1	0
Typhoon 9410 Phosphorimager	1	0
Typhoon 9419 variable mode imager	1	0
UltiMaker (Manufacturer)	1	0
Ultimaker 3 Extended 3D printer	1	0
ULVAC	1	0
Un-ju Son	1	0
University of Canterbury	1	0
University of Washington	0	1
VA Technology Ltd	1	0
Vacuum Science Workshop - Molecular Beam System AUGER	1	0
Vacuum Science Workshop - Molecular Beam System XPS	1	0
Varian CP-4900	1	0
Various - MTS, DARTEC, AVERY, DENNISON, LOSENHOWSEN	1	0
Various.	1	0
Vartanian, Daniel	1	0
VCR Group	1	0
Vecco TAC1	1	0
Veeco	1	0
VEECO NT3300 Interferometer	1	0
Venteon Pulse-One sub 10fs	1	0
Verasonics	1	0
Vibroslice 752/M (Camden Instruments)	1	0
Viglen	1	0
Viglen HX515Gi	1	0
Viglen IX4600	1	0
Vijaya Bhaskara Reddy Palagani	1	0
Vision RIE	1	0
vorteX-io	1	0
VTD SAS Swap - x402	1	0
WAAM3D Limited	1	0
Waters	1	0
Waters fraction links system	1	0
Waters LCT premier XE	1	0
Waters maldi micro MX	1	0
Waters Q - TOF Micro LCMS	1	0
Waters SynaptXS.	1	0
Watres-TA	1	0
Weichbrodt, Johann	1	0
Weldlogic	1	0
Wernert, Julie	1	0
WFL	1	0
Whaley, Brigette	1	0
Wide Armfield Type Open Channel Flume	1	0
Williane Nascimento	1	0
WKM GmbH & Co. KG (Manufacturer)	1	0
Woollam	1	0
Wucherpfennig, Svea Carolyn	1	0
X'Pert3 MRD XL.	1	0
XE-100S SPM AFM PSIA Atomic force microscope	1	0
Xenidou-Dervou, Iro	1	0
Xsens Awinda.	1	0
Xstrahl	1	0
Yamaha	1	0
Yelyzaveta Hurevych	1	0
Yolanda Villar	1	0
Yosuke Yamaguchi	1	0
YSI incorporated	0	1
Zeiss 710 Confocal system	1	0
Zeiss Axio Observer Z1m, Zeiss Axio Imager M2m	1	0
Zeiss Cell Discoverer 7 automated microscope	1	0
Zeiss Cell Observer SD.	1	0
Zeiss Lightsheet Z.1	1	0
Zeiss LSM 710 Meta	1	0
Zeiss PALM MicroBeam laser micro-dissector	1	0
Zeiss PALM microbeam system	1	0
Zeiss Sigma HD Field Emission Gun Analytical SEM (ASEM)	1	0
Zeiss TIRF	1	0
Zeiss, Z2 Vario	1	0
Zetasizer Nano ZS	1	0
Zirimenya, Ludoviko	1	0
Zortrax M200 3D printer	1	0
ZwickRoell GmbH & Co. KG (Manufacturer)	1	0
Zygo	1	0
N/A	11	205

Instrument type frequency by PID provider

Aggregate instrument types by category Expand all

Instrument type	DataCite (n)	B2INST (n)
Datalogger	0	1079
Soil moisture and temperature sensor	0	425
Thermometer	0	282
Sensor	0	224
Air quality sensor	0	186
Hydrostatic pressure meter	0	159
Actuator	0	112
Water temperature sensor	0	112
Sonic ranging sensor	0	108
Magnetic Field/Electric Field Instruments	98	0
Magnetotelluric data acquisition system	98	0
Redox potential sensor	0	88
fluorometers	0	75
Magnetotelluric magnetic field sensor	71	0
CTD	0	59
dissolved gas sensors	0	54
Tensiometer	0	52
Anemometer	0	46
Disdrometer	0	46
TDR	0	36
Pump	0	35
Mass flow controller	0	34
Manometer	0	33
Dendrometer	0	32
Weather station	0	30
Atmospheric gas analyzer	0	28
Heat flux plate	0	25
Radiometer	0	25
Model	0	24
Scale	0	24
Ruler	0	23
Water gauge	0	22
chemiluminescence detector	0	21
Barometer	0	20
Power supply	0	19
Flowmeter	0	18
Light intensity sensor	0	18
Ombrometer	0	14
Camera	0	13
gas chromatograph, online	0	13
Hygrometer	0	12
Albedometer	0	11
Optical	0	11
Optical sensor	0	11
Pyrgeometer	0	11
Humidity and Temperature sensor	0	10
Multiplexer	0	10
Telescope	0	10
Charge regulator	0	9
Electronic Compass	0	9
FIELD SURVEYS	9	0
Global positioning system receiver	0	9
Mass Flow Controller	0	9
Station	0	9
Doppler Lidar	0	8
gas chromatograph, offline	0	7
Ecotron	0	6
Rain gauge	0	6
Atmospheric profiler	0	5
cavity attenuated phase shift spectrometer	0	5
Combined Soil Moisture, Temperature, Electric Conductivity sensor	0	5
nutrient analysers	0	5
proton transfer mass spectrometer	0	5
Router	0	5
Air temperature and relative humidity sensor	0	4
Automatic soil respiration chamber	0	4
Clock	0	4
Magnetotelluric Survey Array	4	0
Mast	0	4
Net Radiometer	0	4
Optical particle counter	0	4
Pressure transducer	0	4
Pyranometer	0	4
Switch	0	4
Acoustic doppler current profiler	0	3
Air sampler	0	3
Air temperature and humidity sensor	0	3
Antenna	0	3
chemical ionization-atmospheric pressure interface-time of flight mass spectrometer	0	3
Cloud Light Scattering Photometer	0	3
Inverter	0	3
meteorological packages	0	3
Microscope	2	1
Pyrometer	0	3
Analyzer device	0	2
Ceilometer	0	2
chemiluminescence detector, photolytical converter	0	2
CRNS Probe	0	2
current meters	0	2
Gateway	0	2
GNSS Splitter	0	2
Lidar	0	2
LoRa node	0	2
Mass spectrometer	2	0
Rack Server	0	2
Radiosonde launcher	0	2
single-beam echosounders	0	2
Soil-moisture sensor	0	2
Accelerometer	0	1
Altimeter	0	1
Automatic Transfer Switch	0	1
biomedical_analyser	1	0
Cloud Droplet Spectrometer	0	1
Cloud Radar	0	1
concentrator_and_drier	1	0
Conductivity meter	0	1
Disturbance Recorder	0	1
Doppler weather radar	0	1
Edge device	0	1
Electromagnetic Current Meter	0	1
Electrophoresis	0	1
Emission spectroscope	0	1
Enclosure	0	1
FT-IR Spectrometer	0	1
FTIR gas analyzer	0	1
Humidity and Temperature Probe	0	1
incubator	1	0
Inductively coupled plasma mass spectrometer (ICP-MS)	0	1
interface unit	0	1
Inverted wide field light microscope	0	1
iterative cavity-enhanced differential optical absorption spectrometer	0	1
Laser Scanning Confocal Microscope	0	1
liquidhandler	1	0
Merging Unit	0	1
meter	1	0
Near-infrared fluorescence imager	0	1
off-axis integrated cavity output spectrometer	0	1
Passive Cloud Cover Detector	0	1
Phasor Measurement Unit	0	1
Photometer	0	1
PV-Panel	0	1
Sensor platform	0	1
sequencer_and_pcr	1	0
Server	0	1
specialised_high_value_equipment	1	0
Switched Rack PDU	0	1
THERMAL CONDUCTIVITY	1	0
tunable diode laser absorption spectrometer	0	1
VSAT modem	0	1
Water quality sonde	0	1
N/A	677	38

Model frequency by PID provider

Aggregate models by manufacturer Expand all

Model	DataCite (n)	B2INST (n)
SDI-12-LB	0	569
HydraProbe Professional SDI-12	0	324
THL_LoRaWAN	0	200
26Xi	0	159
S31B-LB	0	131
LDDS20	0	108
LSN50v2-D22	0	75
ORP-30-1-D	0	72
SOIL_LoRaWAN	0	60
LEMI-120	53	0
F041.B00.003-00	0	48
CS650	0	36
TC Typ C	0	36
Teros 32	0	36
LR35W	0	33
DR1	0	32
LEMI-423	27	0
PR6-24	26	0
IX-SF60-G2	0	24
PT100, Widerstandsthermometer mit Schutzrohr Typ 16 (16-1-3,0-3-100-CE4CL-PT100-1/3B-10M RT37)	0	24
Typ D	0	24
ODYSSEY XTREEM	0	22
ANALOG_LoRaWAN	0	20
LEMI-424	20	0
RAIN_LoRaWAN	0	20
LI-190R-BL-2 Quantum Sensor	0	18
MTC-150	18	0
Orange Box (internal: PAR24B)	16	0
ORP-40-4-D	0	16
Tensiomark	0	16
SMT100	0	13
HC2A-SM und Stecker HC2-S	0	12
Teros21/MPS6	0	12
Typ C	0	12
Wägezelle 3510	0	12
X-STREAM XEG	0	12
LAI-2200C Plant Canopy Analyzer	0	11
MVM-002-QA	0	10
CR6	0	9
MTU-5C	9	0
BM6G-C5-50kg-3B6 Class C5	0	8
Typ A	0	8
61402V	0	7
HFP01SC	0	7
SDM8X50	0	7
A2G-50-DA1A-MA1-S-G-ZZZ	0	6
Baromodul	0	6
CMF025M	0	6
F-201AV-50K	0	6
F-201CV-5K0-PGD-01-V für 36,5...1820 mln/min.	0	6
F041.B00.003-01	0	6
F041.B00.004-00	0	6
Li-7700	0	6
Modell 266MST Differenzdruck	0	6
PT1000	0	6
Teledyne T200UP	0	6
Teros06	0	6
Thermo 42i-TL	0	6
1	0	4
BM6G-C5-100kg-3B6 Class C5	0	4
CNR4	0	4
DIAL DA10	0	4
FAIRO	0	4
HFP01	0	4
HS-50	0	4
LPFRS	0	4
R8Q67A	0	4
WXT536	0	4
Agilent 7890A	0	3
Agilent 7890B	0	3
CMS-18	3	0
CR1000X	0	3
Empyrean	3	0
GCEF_ANALOG	0	3
HMP155	0	3
LabRAM HR Evolution	3	0
Li-190	0	3
Li-190R	0	3
PolaRx-TGVF	0	3
SFM-4	0	3
TDR100	0	3
TEROS54	0	3
TOFwerk Vocus PTR-S-TOF	0	3
7900-610	0	2
Agilent 6890	0	2
Agilent 8890	0	2
Cary 5000	2	0
CGR4	0	2
CR1000Xe	0	2
CR310	0	2
CR6-WIFI	0	2
DD	0	2
Dimension Icon	2	0
ECoB	0	2
Ecophysics CLD700ALppt	0	2
Ecophysics CLD780TR	0	2
Ecophysics CLD89p	0	2
EHSNHIALDCBS1X8-N/12/220 (High-Isolation Amplified 1×8 Splitter)	0	2
Envea AC32M	0	2
GSM-SOIL-2	0	2
HydroSense_II	0	2
IXM-LPWA-800-16-K9	0	2
Jupiter XR	2	0
LAB-18	2	0
LI-7500DS (LI-7542)	0	2
Merlin	2	0
MPMS3	2	0
MVM-002-Q	0	2
P52499-B21	0	2
PerkinElmer Clarus 580	0	2
PerkinElmer Clarus 600	0	2
PSD-30	0	2
RUT955_H7V3C0	0	2
SDMX50	0	2
SmartFlux2	0	2
Teledyne T500U	0	2
Typ B	0	2
U23-004	0	2
WindMaster Pro	0	2
WLS7	0	2
1000-4560-FP30	1	0
1010	1	0
125	0	1
190-U4	1	0
226B11MBBCDFB2A1	0	1
295 F4	1	0
350VP	1	0
3G+C mobile	0	1
460VP	1	0
52202	0	1
52203	0	1
61302V	0	1
627H11TBC2B	0	1
627H13TBC2B	0	1
720	1	0
A35	1	0
ACE600	1	0
ACM-4IF	0	1
ACM3-RS	0	1
ADC	0	1
AdconBP1	0	1
AdconTR1	0	1
Aeris	1	0
Aerodyne CAPS (2012)	0	1
Aerodyne CI-API-TOF	0	1
Agilent 6850	0	1
Air Quality Design custom build	0	1
Airyx 200DL-M	0	1
ALD 150LE	1	0
ALD 150LX	1	0
alpha300	1	0
AM16/32B	0	1
AP4423A	0	1
AP7911B	0	1
Apreo 2S ChemiSEM	1	0
Aquilos 2	1	0
AR25	0	1
ARPES UHV System	1	0
ASiQ-C-MP-MP-MP	1	0
AsteRx-m3 ProBase	0	1
AsteRx2e-HDC	0	1
ATMOS 41 GEN 2	0	1
AusLAMP NSW	1	0
AusLAMP VIC EDL	1	0
AusLAMP VIC LEMI	1	0
Autopore V 9620	1	0
Axio Scope A1	1	0
Burra	1	0
C-Trap	1	0
C311	1	0
CCMT	1	0
CDM-A116	0	1
CE318-T	0	1
CHM15K	0	1
CHM15K-2 Nimbus	0	1
CMA6	0	1
CS658	0	1
CS659	0	1
CV12.5-3X16-1Z	1	0
Cypher ES	1	0
Cypher VRS	1	0
D3100V	1	0
D8 Discover	1	0
DCM3D	1	0
DHR-30	1	0
Dimension Icon-IR	1	0
Dionex™ UltiMate™ 3000	1	0
Discovery V12	1	0
DMU 10 FB ES	0	1
DSA100	1	0
DSC-8500	1	0
Duetta-Bio	1	0
DX4000	0	1
DynaCool	1	0
DynaPro Plate Reader 3	1	0
EBPG 5200	1	0
Ecophysics CLD770ALppt	0	1
Ecophysics nCLD899	0	1
EFTF1 2017	1	0
Empyrean 3	1	0
ENVEA VOC72M	0	1
epMotion 5075	1	0
Epsilon 1	1	0
EVO-50 III-N MBE System	1	0
F48025-60-80	1	0
FA 410	0	1
FB1415M	1	0
FC2000	1	0
FLS980	1	0
Fluorolog-3	1	0
FX200X	1	0
G4	0	1
G5	0	1
Gemini 500	1	0
GeminiSEM 560	1	0
Goo2	0	1
GR-3	0	1
GRS-1	0	1
Helios NanoLab G3 UC	1	0
HMP35A	0	1
Horiba APNA-370CE	0	1
HQ2D MOT	1	0
HYB	0	1
HygroVUE10	0	1
i-speeder	1	0
i04	1	0
IBS/TM200S	1	0
iCap Q	0	1
Icon	1	0
ICON3	1	0
ID281	1	0
iN10 MX	1	0
inVia	1	0
Ionicon Analytik High-Sensitivity PTR-MS	0	1
IoP-S-LA	0	1
IQ Desctop+	0	1
J00E0149	1	0
J7233 Penn State MOCVD	1	0
JCM-7000	1	0
JUMO digiLine CR HT30 (Kopfmessumformer mit JUMO tecLine-CR-VA-Sensor)	0	1
Jupiter	1	0
K-Alpha	1	0
Kalkaroo	1	0
Kapunda	1	0
Karsa CI-APi-TOF	0	1
Krios G3	1	0
Krios G4	1	0
KT15	0	1
LabRAM Aramis	1	0
Lambda 950	1	0
LEXT OLS5000	1	0
Li-7200	0	1
Li-7200RS	0	1
LM-20	1	0
Los Gatos NO2 Analyzer	0	1
LPX	1	0
LSE-WS Stokes WAFERSKAN	1	0
LT Nanoprobe UHV System	1	0
M-2000	1	0
MacroRAM	1	0
MB Provap 3G	1	0
MCR501	1	0
MCR702	1	0
MetSENS200	0	1
MFP-3D Origin	1	0
MFP-3D-BIO	1	0
miniDawn	1	0
Minilock – Phantom RIE ICP	1	0
Miro NO2	0	1
MLA150	1	0
model2	0	1
MRD X'Pert3	1	0
MRD-XL X'Pert3	1	0
MultiMode 8	1	0
MultiPrep	1	0
MWL120	1	0
NE-550	1	0
NexView 3D	1	0
Nicolet iS50	1	0
NVP	1	0
Odyssey Classic 9120	0	1
OTF-1200X-IV-50	1	0
OTF-1200X-S-II	1	0
P-5000 PECVD	1	0
Parsivel2	0	1
PEDB MKII	1	0
PerkinElmer Clarus 500	0	1
PG-A1	0	1
Phenom G6 Pro	1	0
Photonic Professional GT3D Printer	1	0
Picomaster 100	1	0
Piezo Controller	1	0
PL14	1	0
Pluvio² L	0	1
PMC21-79R7/101	0	1
PolaRx5	0	1
PPMS	1	0
ProteoxS	1	0
PT100, Widerstandsthermometer mit Schutzrohr Typ 16	0	1
PVD200	1	0
Q-Exactive	1	0
QLiner2 (1 MHz)	0	1
QSense Explorer	1	0
Quanta 200 E-SEM	1	0
Quantiva	1	0
Quantstudio 6 flex	1	0
R450	1	0
Resolve	1	0
RPG-FMCW 35/94 (Ka/W)	0	1
RUT955_T03020	0	1
RUT956	0	1
S14	0	1
S15	0	1
S16	0	1
Savannah 200	1	0
SDT650	1	0
senseBox:bike	0	1
simpleRTK3B Pro	0	1
Sky InSight	0	1
SmartFlux	0	1
Soleil	1	0
SONA502U	0	1
Sonar M8	0	1
SpectraMax iD5	1	0
Speedvac SPD300DDA	1	0
ST-1800C-888	1	0
SXFive	1	0
Talos F200X	1	0
Talos L120C	1	0
TBR-5	1	0
Teledyne API T200UP	0	1
TGA-8000	1	0
Themis 300	1	0
TI-950 Triboindenter	1	0
TI-980	1	0
TOFwerk Vocus CI TOF 2R	0	1
TOFwerk Vocus PTR-LTOF	0	1
TR-525M	0	1
Tumby Bay	1	0
TV12.5-3X33-3Z	1	0
UCT	1	0
Varian CP 3800	0	1
Varian CP-3600	0	1
Varian CX 3400	0	1
VentusX	0	1
Verios 460	1	0
Versaprobe II	1	0
Versaprobe III	1	0
Vertex 80v	1	0
Viewsizer 3000	1	0
Vitrobot Mark 4	1	0
VK-X3050	1	0
VK-X3100	1	0
Vulcan	1	0
Western Gawler Craton	1	0
white_noise	0	1
WHR600-I-UG27	0	1
Windsonic 1405-PK-100	0	1
WLS8	0	1
WTX	0	1
WXT530	0	1
WXT534	0	1
Xeuss 2.0	1	0
Xeuss 3.0	1	0
Xlite 9210	0	1
Xradia Versa 520	1	0
Yi-Fi Laser	1	0
Zen3600	1	0
Zetasizer Nano 90	1	0
ZL6	0	1

Measured variable frequency by PID provider

Aggregate measured variables by category Expand all

Measured variable	DataCite (n)	B2INST (n)
Air temperature	0	890
Soil temperature	0	820
Relative humidity	0	763
Voltage, battery	0	356
Bulk electrical conductivity	0	318
Real dielectric constant	0	318
Frame count, data	0	301
Instrument status code	0	300
Atmospheric pressure	0	267
Illuminance	0	257
Soil moisture	0	244
MAGNETIC FIELD	182	0
Particulate matter 10	0	182
Ozone	0	181
Particulate matter 2.5	0	181
Temperature, data logger	0	181
Relative humidity, data logger	0	180
Concentration NO2	0	179
Groundwater temperature	0	175
Concentration CO	0	149
Relative permittivity	0	138
Pressure, relative	0	119
Precipitation height, total	0	117
GPS position, latitude	0	116
GPS position, longitude	0	116
Status message, device	0	112
ELECTRICAL FIELD	110	0
Groundwater level over sensor	0	108
Concentration SO2	0	103
Wind speed	0	102
Temperature, sensor	0	100
Wind direction	0	100
Limit value	0	91
Concentration CO2	0	88
Precipitation intensity, total	0	88
Reduction potential	0	88
Drop-size distribution	0	73
Precipitation particle speed	0	73
Precipitation type	0	73
Particulate matter 1	0	72
Electrical voltage	0	71
Soil matric potential	0	60
Water temperature	0	60
GPS position, height	0	54
Particulate matter 4	0	48
Acceleration, x-component	0	46
Acceleration, y-component	0	46
Acceleration, z-component	0	46
Air quality index (AQI)	0	46
Concentration ethanol	0	46
Concentration Volatile organic compound (VOC)	0	46
Electrical current device	0	46
Movement velocity	0	46
Particulate matter 0.5	0	46
Time, elapsed	0	46
Diameter	0	45
equivalent reflectivity factor	0	45
Number concentration of aerosol particles in air	0	45
Sap flow	0	45
signal amplitude	0	45
Stem Water Content	0	45
visibility in air	0	45
Electrical conductivity	0	44
Air velocity, upward	0	38
Digital data packet	0	38
Groundwater table	0	38
Wind component, eastward	0	38
Wind component, northward	0	38
Radial velocity of scatterers, away from instrument	0	37
Reflectivity	0	37
Leaf temperature	0	36
Sonic temperature	0	36
Cloud base altitude	0	35
Trunk growth	0	33
Azimuth	0	32
Carrier to noise ratio	0	31
Cloud area fraction	0	31
Flow rate	0	31
Dew point temperature	0	29
Sap Flux Density	0	28
Elevation	0	27
Radiation, incoming longwave	0	26
Global radiation, in	0	25
Concentration NO	0	24
Pitch angle	0	24
Precipitation	0	24
Quantity	0	24
Roll angle	0	24
Weight lysimeter	0	24
Plant height	0	23
Radiation, outgoing longwave	0	22
Received signal strength indication	0	22
Depth to water table	0	21
Pulse	0	20
Ground heat flux	0	19
Setpoint channel intensity	0	19
Light intensity	0	18
water vapor mixing ratio	0	18
Dendrometer Temperature	0	17
Doppler spectrum width	0	17
Trunk circumference	0	17
Trunk temperature	0	17
Concentration H2O	0	16
Radiation, incoming shortwave	0	16
Value / Number	0	15
Radiation, outgoing shortwave	0	14
Soil heat flux	0	13
Differential pressure	0	12
Drainage water weight	0	12
Gas flow	0	12
Global radiation, out	0	12
O2 content	0	12
Radiation PAR, in	0	12
Concentration CH4	0	11
Crop development stages	0	11
Doppler spectrum width, horizontal	0	11
Leaf area index (LAI)	0	11
Tension	0	11
Brightness temperature	0	10
Precipitation intensity, liquid	0	10
Differential phase shift (ΦDP)	0	9
Differential reflectivity	0	9
Distance	0	9
Radar correlation coefficient RhoHV	0	9
Radar specific differential phase hv	0	9
Wet-bulb temperature	0	9
Surface radiation temperature	0	8
Vertical velocity	0	8
Water potential	0	8
Wind gust speed	0	8
absolute humidity	0	7
Airflow	0	7
Albedo	0	7
Liquid water path	0	7
Radiation, net total	0	7
Voltage, device	0	7
Water vapor content, atmosphere	0	7
Air humidity	0	6
cloud depth	0	6
Signal to noise ratio	0	6
Counts	0	5
Doppler velocity	0	5
Electrical current	0	5
Electrical power	0	5
Radiation PAR, out	0	5
Signal quality index	0	5
Vapor pressure	0	5
Concentration NO2 Prediction	0	4
Datetime	0	4
depolarization ratio	0	4
Flux CO2	0	4
Liquid Water Content	0	4
Precipitation height, liquid	0	4
Temperature, device	0	4
Water depth	0	4
aerosol optical depth	0	3
Current velocity	0	3
Electrical energy	0	3
Electrical Frequency	0	3
Radiation, total, in	0	3
Water level	0	3
Wind direction standard deviation	0	3
Aerosol size distribution	0	2
Cloud Cover oder Cloud Cover Factor oder Cloudiness oder Cloudage	0	2
Concentration N2O	0	2
Dielectric constant	0	2
Fluorescent light	0	2
Leaf wetness	0	2
lightning strike count	0	2
Neutron counts	0	2
Raw measurement data	0	2
sample pressure	0	2
SEISMIC SURFACE WAVES	2	0
Time	0	2
Visible light	0	2
Voltage	0	2
Absorbance_260nm	0	1
Absorbance_280nm	0	1
Absorbance_ratio_260/230	0	1
Absorbance_ratio_260/280	0	1
Altitude	0	1
Concentration	0	1
Conductivity in-situ	0	1
Crosswind	0	1
Date	0	1
Density altitude	0	1
direction	0	1
DNA quantification	0	1
dsDNA length	0	1
fluorescence	1	0
Fluorescence intensity at 700 nm	0	1
Fluorescence intensity at 800 nm	0	1
Frequency	0	1
grazingIncidenceAngle	1	0
Heat index	0	1
HK-Time	0	1
intensity	1	0
LoRaWAN, frame count	0	1
Mass concentration	0	1
Mass concentration dsDNA	0	1
Mass concentration RNA	0	1
photons	1	0
Pressure, absolute	0	1
Quality flag	0	1
Radiation IR, in	0	1
Rate of Change of Frequency	0	1
refraction	1	0
Relative humidity, device	0	1
RNA length	0	1
Scalar	0	1
THERMAL CONDUCTIVITY	1	0
Tilt	0	1
transmission	1	0
Voltage, data logger	0	1
Wind chill	0	1
N/A	1875	1322

Resource type frequency (DataCite only)

Aggregate resource types by category Expand all

Resource type	DataCite (n)
Instrument	1127
Geophysics	182
Project	84
Beamline	54
Pre-registration	44
BER II Beamline	15
ProjectComponent	14
Policy	13
Dataset	9
BESSY II Beamline	5
RegistrationComponent	5
Supercomputer	5
BESSY II Experimental Station	4
Electron microscope	4
Gas chromatograph	4
Atomic force microscope	3
Cluster	3
Inductively coupled plasma mass spectrometer	3
Radio Receiver	3
Optical scanner for digital replication of surfaces	2
Radio Telescope	2
Raman microscope	2
Storage	2
Tactile 3D coordinate measuring machine	2
X-ray powder diffractometer	2
Assessment Checklist	1
CODAR Seasonde HF Radar emitting at a central frequency of 13.5 MHz; HFR-GoS-CARE (13.5 MHz); HFR-GoS-SPIN (13.5 MHz)	1
Computer Cluster	1
Confocal microscope for digital replication of surfaces	1
Diagnostic form	1
Digital scale for weighing	1
Fluorescence microscope	1
Focus variation microscope for digital replication of surfaces	1
High Performance Compute Cluster	1
High Performance Computer	1
High Performance Computing Cluster	1
Inductively coupled plasma-atomic emission spectrometer	1
Lab	1
Large Scale Research Facility	1
Liquid chromatograph	1
Metastable induced electron spectroscopy	1
Neutral impact collision ion scattering spectroscopy	1
Optical 2D coordinate measuring machine	1
Optical and tactile 3D coordinate measuring machine	1
Optical coordinate measuring machine	1
Petrophysics	1
Photoemission electron microscope	1
repository and dashboard tool	1
Réseau de micro-station in-situ	1
Scanning Auger Nanoprobe	1
Scanning electron microscope	1
Schulungsunterlagen	1
Sequencing data (from mass spectrometry, Illumina (short-read), and ONT (direct long-read)).	1
Tactile digital profilometer	1
template	1
The Dragonfly is a high-speed and high-sensitivity microscope for various sample types, from large 3D specimens to single cells. The Dragonfly offers high resolution, fast 3D imaging and seamless large-area stitching.	1
Variable Temperature UHV SPM (ultra high vacuum scanning probe microscopy)	1
X-ray diffractometer	1
X-ray fluorescence spectrometer	1
N/A	432

Subjects frequency (DataCite only)

Aggregate subjects by category Expand all

Subjects	DataCite (n)
Social and Behavioral Sciences	62
Beamline	53
Medicine and Health Sciences	43
Psychology	43
Education	1
Education	38
XRD - X-ray Diffraction	19
Atomic Force Microscopy	18
XANES - X-ray Absorption Near Edge Structure	18
Life Sciences	1
Life Sciences	16
XAS - X-ray Absorption Spectroscopy	17
Arts and Humanities	16
Engineering	16
BER II	15
Neutron source	15
Physical Sciences and Mathematics	13
EXAFS - extended X-ray absorption fine structure	12
XRF - X-ray Fluorescence Spectroscopy	12
Raman	10
Communication	9
Linguistics	9
Scanning Electron Microscopy	9
WAXS - Wide Angle X-ray Scattering	9
X-ray Diffraction	9
XRPD - X-ray Powder Diffraction	9
BESSY II	8
Business	8
Cognitive Psychology	8
Educational Assessment, Evaluation, and Research	8
Health Psychology	8
Public Health	8
Synchrotron	8
XRR - X-ray Reflectivity	8
Developmental Psychology	7
Educational Psychology	7
GISAXS - Grazing Incidence Small Angle X-ray Scattering	7
GIXRD - Grazing Incidence X-ray Diffraction	7
Higher Education	7
Physics	1
Physics	6
XES - X-ray Emission Spectroscopy	7
Biomedical Engineering and Bioengineering	6
Clinical Psychology	6
Curriculum and Instruction	6
Diffraction	6
Dry Etching	6
Educational Methods	6
FOS: Languages and literature	6
Psychiatry and Psychology	6
SAXS - Small Angle X-ray Scattering	6
Sputtering	6
Field Emission Scanning Electron Microscopy	5
Fluorescence Spectrometry	5
Geotechnical Engineering	5
Macromolecular Crystallography	5
Medical Education	5
Nursing	5
PDF - Pair Distribution Function	5
Psycholinguistics and Neurolinguistics	5
Quantitative Psychology	5
Reflection	5
Reflexion	5
RIXS - Resonant Inelastic X-ray Scattering	5
Teacher Education and Professional Development	5
XMCD - X-ray Magnetic Circular Dichroism	5
XPCI - X-ray Phase-Contrast Imaging	5
Academic Writing	4
Akademisches Schreiben	4
Civil Engineering	4
Community Psychology	4
Competence Development	4
Computer and Information Sciences	4
Computer Sciences	4
Electrical and Computer Engineering	4
FOS: Health sciences	4
high performance computing	4
Industrial and Organizational Psychology	4
Kompetenzentwicklung	4
Law	4
Medical Specialties	4
Melt/Flux Growth	4
Mental and Social Health	4
NANO-XRF - Scanning Nano X-ray fluorescence, Nano-XRF, n-XRF	4
NEXAFS	4
Optical Microsope	4
Other Psychiatry and Psychology	4
Profilometer	4
Research Methods in Life Sciences	4
Schreiben	4
Scientific Writing	4
SCXRD - Single Crystal X-ray Diffraction	4
Small Angle X-Ray Scattering	4
Social Psychology	4
Sociology	4
Structural Engineering	4
Transmission Electron Microscopy	4
UV-Vis spectrophotometry	4
Wissenschaftliches Schreiben	4
Writing	4
XPCT - Phase-Contrast Tomography	4
Analysis	3
Astronomy and Astrophysics	3
Atomic Layer Deposition	3
Child Psychology	3
chronology	3
Civil and Environmental Engineering	3
Communication Technology and New Media	3
Contact Angle	3
Databases and Information Systems	3
DCT - Diffraction Contrast Tomography	3
DFXM - Dark-Field X-ray Microscopy	3
Direct Write / Maskless	3
Discrete Mathematics and Combinatorics	3
education	3
Educational Sciences	2
Educational Sciences	1
Engineering Physics	3
Evaporation	3
Food Science	3
FOS: Sociology	3
GIWAXS - Grazing Incidence Wide Angle X-ray Scattering	3
GPU-accelerated computing	3
Harmonic	3
Harmonic Analysis and Representation	3
harmonic oscillator	3
HERFD-XAS - High-Energy Resolution Fluorescence Detected X-ray Absorption Spectroscopy	3
HP-XRD - High-Pressure X-ray Diffraction	3
HT-XRD - High-Temperature X-ray Diffraction	3
HTML code	3
individual chronology	3
individual frequency characteristic	3
inter-rater reliability	3
Interprofessional Education	3
Library and Information Science	3
Materials Engineering	3
Mathematics	3
MBM Lifespan Series	3
MICRO-XRF - Scanning Micro X-ray fluorescence, Micro-XRF, μ-XRF	3
Other Engineering	3
PARS-6	3
Phase Signature	3
Physics of time	3
Rheometry	3
RXES - Resonant X-ray Emission Spectroscopy	3
S-XRF - Scanning X-ray Fluorescence	3
Scanning Transmission Electron Microscope	3
Schüler	3
Selbsteinschätzung	3
Self-perception	3
Social Psychology and Interaction	3
Software Engineering	3
Statistics and Probability	3
Student	3
Supercomputer	3
SUPERPOSITION	3
Systems Architecture	3
Time	3
unique pattern	3
X-ray Radiation Technique	3
XDS - X-ray Diffuse Scattering	3
XPS	3
XRCT - X-ray Computed Tomography	3
XRT - X-ray Topography	3
adaptive learning	2
allegiance bias	2
AMD EPYC	2
Angle-resolved photoemission spectroscopy	2
Architecture	2
artificial-intelligence machine-learning public-health-surveillance low-middle-income-countries systematic-review digital-health global-health epidemiology implementation-science health-policy evidence-synthesis protocol prisma disease-surveillance outbreak-detection predictive-analytics health-systems capacity-building health-equity ai-ethics resource-limited-settings post-pandemic real-time-surveillance early-warning-systems covid-19-response	2
Assessment	1
Assessment	1
Beratung	2
Beratungskompetenz	2
between-study variance	2
Bilingual, Multilingual, and Multicultural Education	2
Biological Psychology	2
Biology	2
Biomedical Devices and Instrumentation	2
Bridgman	2
Business Law, Public Responsibility, and Ethics Business	2
Chemical Vapor Transport	2
Comparative Psychology	2
Computer Engineering	2
Confinement Heteroepitaxy	2
conflict of interest	2
Consultation	2
Consultation Competence	2
coping resilience emotion regulation suicidology psychotherapy affective neuroscience	2
Counseling Psychology	2
Data Curation	2
Developing Regions	2
Dynamic Light Scattering	2
Dynamic Mechanical Assessment	2
Earth Sciences	2
Educational Leadership	2
Electrical Engineering, Electronic Engineering, Information Engineering	2
Electron Microscope	2
Ellipsometry	2
Englisch	2
English	2
evidence synthesis	2
field-agnostic instrument	2
Film and Media Studies	2
Focused Ion Beam	2
Fourier-transform infrared spectroscopy	2
FS-XANES - Full-Spectral X-ray Absorption Near Edge Structure	2
FS-XAS - Full-Spectral X-ray Absorption Spectroscopy	2
FTIR - Fourier Transform Infrared Spectroscopy	2
Health and Physical Education	2
Health Communication	2
Higher Education and Teaching	2
Infrastructure	2
instrument	2
intervention research	2
IXS - Inelastic X-ray Scattering	2
Kinesiology	2
lab	2
laboratory	2
Language and Literacy Education	2
Language Competence	2
Lateritic Soil	2
Lehrkräfte	2
lime-cement	2
Machine Learning	2
mantra meditation	2
media literacy	2
Mehrsprachigkeit	2
Metalorganic Chemical Vapor Deposition / Metalorganic Vapor-Phase Epitaxy	2
MICRO-XRD - Scanning Micro X-ray Diffraction	2
Molecular-Beam Epitaxy	2
Nano-indentation	2
NANO-XRD - Scanning Nano X-ray diffraction	2
Online and Distance Education	2
open science	2
Other Education	2
Other Medicine and Health Sciences	2
Other Psychology	2
Other Social and Behavioral Sciences	2
personalized learning	2
Photoluminescence	2
Physical Properties Measurement System	2
Polisher	2
practitioner allegiance	2
PROSPERO CRD420261334284	2
Psychiatric and Mental Health Nursing	2
Psychological Phenomena and Processes	2
Psychology of Movement	2
PTYCHO - Ptychography	2
Public Health and Community Nursing	2
Public Health Education and Promotion	2
Reflectometer	2
Regression Task	2
Religion	2
research methodology	2
resistivity	2
REXS - Resonant Elastic X-ray Scattering	2
sample holder	2
SANS	2
Scholarship of Teaching and Learning	2
School Psychology	2
Schreibprozess	2
Science and Technology Studies	2
Secondary Education	2
Social Media	2
Soft x-ray	2
Soil Compaction	2
Sprachkompetenz	2
Surface Analysis	2
Sustainable Construction	2
systematic review methodology	2
Teacher	2
Technology and Innovation	2
TFY-XAS - Total Fluorescence Yield X-ray Absorption Spectroscopy	2
Thermo Gravimmetric Analysis	2
Translational Medical Research	2
Transpersonal Psychology	2
Typological Linguistics and Linguistic Diversity	2
Vocational Education	2
Wide Angle X-Ray Scattering	2
Writing Process	2
X-ray fluorescence spectrometry	2
X-ray photoelectron spectroscopy	2
XACT - X-ray Absorption Tomography	2
XLD - X-ray Linear Dichroism	2
XMLD - X-ray Magnetic Linear Dichroism	2
XNHT - X-ray Nano-HoloTomography	2
XPCS - X-ray Photon Correlation Spectroscopy	2
# investment	1
#biofilm	1
#dentistry	1
#Derisking e gestione del rischio	1
#endodontics	1
#nanocamera	1
#rootanatomy	1
#technology	1
060109 – Molecular and Cellular Imaging	1
0m20191209216da2b77bfbd2e6699ca9b6d1c41eb261ffacv	1
3-Axis Spectrometer	1
310101 - Analytical biochemistry	1
340105 - Instrumental methods (excl. immunological and bioassay methods)	1
3D Printer	1
3DXRD - 3D X-ray Diffraction	1
54 ENVIRONMENTAL SCIENCES	1
59 BASIC BIOLOGICAL SCIENCES	1
60 APPLIED LIFE SCIENCES	1
academic	1
adaptive teaching	1
adaptivity	1
Aditivos Alimentares	1
adolescents	1
Adult and Continuing Education	1
Adult and Continuing Education and Teaching	1
aesthetic medicine	1
agu	1
AI	1
albo	1
algorithmic recommendation	1
Alltagsverhalten	1
AMD Instinct MI1250X	1
AMD Simultaneous Multithreading Technology	1
Animals	1
Anxiety	1
apparatus-specification	1
Applied Entomology	1
Applied Linguistics	1
ARPES	1
Art and Design	1
Artenvielfalt	1
artificial intelligence	1
Artificial Intelligence	1
assesment	1
assessment	1
AssistiveTech	1
AssistiveTech Evaluation Evaluation Asistive Education scientific evidence Paim PAIM. PAIM; Evaluation; Autonomy; Protocols; Mental Health; Inclusive Education; Scientific Evidence; AssistiveTech Mental Health	1
astrophysics	1
Astrophysics and Astronomy	1
attitudes	1
audiovisual practices	1
Auger Electron Spectroscopy	1
aultismo	1
Auswirkung	1
Autism	1
Avaliação	1
avaliação	1
Back Reflection Laue	1
BCDI - Bragg Coherent Diffraction Imaging	1
Behavioral Neurobiology	1
beliefs	1
bench-scale	1
benzodiazepines	1
binary encoding	1
Biodiversity	1
Biodiversität	1
Bioethics and Medical Ethics	1
Biological Sciences	1
Biologie	1
Biomedical	1
Biomedical and Dental Materials	1
BMS	1
BOW	1
Buddhism	1
Business Administration, Management, and Operations	1
Business Intelligence	1
CAM58241.1"	1
Caregivers	1
categories	1
Categorization	1
CDI - Coherent Diffraction Imaging	1
Centrality of Religiosity	1
CFSYS	1
chatbot	1
ChatGPT; L2 Writing Assessment	1
Checklist	1
Chemical ecology	1
Chemicals and Drugs	1
Chemistry	1
Child physical health	1
Child screen time	1
Child sleep	1
children	1
Christianity	1
Climate education	1
Clinical and Medical Social Work	1
clinical communication	1
clinical psychology	1
code-generation	1
Cognition and Perception	1
Cognitive Load Theory	1
Commercialisation	1
Community Health	1
community-contribution	1
Competence	1
Competency-Based Learning	1
complicações do trabalho de parto	1
composites	1
Computational Engineering	1
Computational Linguistics	1
Computer and Systems Architecture	1
conference evaluation	1
consultation structure	1
Consumo Alimentar	1
Contraception	1
cooperación universitaria internacional	1
core concepts of media literacy	1
cornell	1
Corporate Finance	1
Correction	1
Correlational Study	1
couple therapy	1
COVID-19	1
cPTSD	1
creative problem solving	1
creativity	1
Critical and Cultural Studies	1
Critical Care Nursing	1
Critical science agency	1
Crowding	1
CRS	1
Cryo-Electron Microscopy	1
Cryo-Electron Tomography	1
CRYO-EM - Cryo-Electron Microscopy	1
CRYO-ET - Cryo-Electron Tomography	1
CS Unplugged	1
CT - Computed Tomography	1
Cultural Heritage	1
CXDI - Coherent X-ray Diffraction Imaging	1
DAFS - Diffraction Anomalous Fine Structure	1
Daily Behavior	1
data analysis cluster	1
data dictionary	1
data management	1
Data Mining	1
Data Repository	1
Day-to-Day School Life	1
de	1
Decision Support	1
Democracy	1
Demokratie	1
Deutsch als Zweitsprache	1
Development	1
dictionary	1
Differential Scanning Calorimeter	1
differentiated instruction	1
Digital Health	1
Digital Humanities	1
Digital Learning	1
digital reading competencies	1
digital repository	1
digital skills	1
Digitales Lernen	1
Dimensions: AI Explainability Confidence | Algorithmic Bias Detection | Ethical AI Decision Confidence | Human Oversight Capability | Responsible AI Accountability	1
Disability and Equity in Education	1
Disaster preparedness	1
discourse markers	1
divergent thinking	1
diversity	1
DIY videolaryngoscope	1
documentation	1
Downsizing	1
E-learning platforms	1
Early Universe	1
Earth and Planetary Sciences	1
Earth and Related Environmental Sciences	1
earth science	1
EDS - Energy Dispersive X-ray Spectroscopy	1
educación superior	1
Educational Administration and Supervision	1
educatori professionali socio-pedagogici	1
educação asistiva	1
egg task	1
Eight Precepts	1
elective health services	1
Electron Probe Micro Analyzer	1
Elementary Education	1
Eltern	1
Emergency medical service	1
EMMEs	1
encoding	1
endotracheal tube securement	1
Engineering and Technology	1
Entomology	1
Entrepreneurial and Small Business Operations	1
Environmental Sciences	1
Epidemiology	1
Epitranscriptomics	1
Erhebung	1
ET",success:N,error:N,complete:N,dataType:"json",contentType:"application/x-www-form-urlencoded",data:{},xhr:function(){return	1
Ethics	1
Ethics and Political Philosophy	1
Ethics in Religion	1
Evaluation	1
evidence synthesis methodology	1
evidencia ciêntifica	1
EXAFS	1
Exascale computing	1
executive function	1
exoplanet	1
Exoplanets	1
Expectations	1
experience sampling	1
Experiences	1
Experiential Learning	1
Experimental Analysis of Behavior	1
eye tracking	1
Fachunterricht	1
Facial muscles	1
FAIR Principles	1
Family Planning Policy	1
Feature Engineering	1
Feedback	1
Finance and Financial Management	1
Firefighters	1
First and Second Language Acquisition	1
FIS-2024-02704	1
fixation effect	1
Food Additives	1
Food Consumption	1
Food Forest	1
Foreign Language	1
forensic nursing	1
Form	1
Form of Housing	1
FOS: Law	1
FOS: Mathematics	1
FOS: Other engineering and technologies	1
FOS: Philosophy, ethics and religion	1
Fremdsprachenerwerb	1
Game Design	1
Game theory	1
General Scientific CPU Cluster	1
generative AI	1
generic competences	1
generic competencies	1
Geochemistry	1
Geophysics and Seismology	1
German as a Second Language	1
Gerontology	1
ghll.6c4c841a-eac3-40ad-8fcf-787cafc51aebROI {108.235.225.43} MAC LOC. 108.235.225.43(108-235.-225-43.1827597099) A	1
GID - Grazing Incidence Diffraction	1
GM12878 B-cell line	1
gobernanza de la investigación	1
GPU accelerator	1
Hard x-ray	1
HAXPES	1
HAXPES - Hard X-ray Photoelectron Spectroscopy	1
HBCH Varanasi ETT Securement Scaffold	1
Health and Medical Administration	1
Health Information Technology	1
Health Interventions	1
Health Sciences	1
Hemorragia pós-parto	1
Herbivore induced plant volatiles	1
Herkunftssprache	1
High Magnetic Field Facility	1
High performance compute cluster	1
High performance computer cluster	1
High resolution X-ray diffraction	1
High resolution X-ray scattering	1
HiP-CT - Hierarchical Phase-Contrast Tomography	1
HIPVs	1
History	1
Home Schooling	1
host-plant interactions	1
Housing	1
HPE Cray EX	1
HR-XRPD - High-Resolution X-ray Powder Diffraction	1
https://docs.google.com/document/d/1-FFJthF7UMOuzULVgqmsSJEWXFdNCttxyzNupM5N_iE/edit?usp=drivesdk	1
https://doi.org/10.5281/zenodo.22645188	1
https://mobidrive.com/sharelink/x/68BrHPOcii GrCO33RdzRMN2y2pXKNO4j1CBcr55SplGy	1
Human RNome	1
human sexuality	1
Immersive Pedagogy	1
Impact	1
Improvised	1
in situ	1
inclusivity	1
individual differences	1
Information Literacy	1
insect behavior	1
instruments	1
Intel Xeon processors	1
Intellectual disability	1
Intellectual Property	1
Intelligent Energy	1
intentional dating	1
Intercultural Competence	1
interdisciplinary skills	1
Intergalactic filaments	1
Interkulturelle Kompetenz	1
International and Comparative Education	1
International Business Education	1
intimacy	1
Intrauterine Devices	1
Intubation	1
inventory	1
investigator allegiance bias	1
Ion Mill	1
IP Management	1
IP Navigation Matrix	1
IP Strategy	1
IPES	1
Italy	1
Journalism Studies	1
Jupiter	1
Kategorisierung	1
Kompetenz	1
Korrektur	1
lab-scale	1
Language	1
Language Biography	1
Language Learning	1
Language Learning Application	1
Language-based measures	1
Large Language Model (LLM)	1
Laser Scanning Confocal Microscopy	1
Laser Scanning Confocal Surface Profilometer	1
Leadership computing facility	1
Learning	1
learning	1
learning management system (LMS)	1
Learning Software	1
learning strategies	1
Lernen	1
Lernsoftware	1
Li-Ion Battery	1
Life Satisfaction	1
Lightning	1
LINE FEED (#xA)	1
Linguistic distance	1
Linux cluster	1
Living Space	1
LLM	1
long-term relationships	1
Low cost laryngoscope	1
MAD - Multi-wavelength Anomalous Dispersion	1
Magnetospheric radio emissions	1
Manual de Codificação da Mind-mindedness	1
Mass Communication	1
Mass Spectrometer	1
Materials	1
Materials and Engineering	1
Materials Science and Engineering	1
maternal	1
Maternal and Child Health	1
maternidades	1
MCP	1
measurement	1
Media Competence	1
media education	1
Media Use	1
Medical and Health Sciences	1
Medical Biotechnology	1
Medical Sciences	1
Medical Simulation	1
Medicine	1
Medienkompetenz	1
Mediennutzung	1
Mental Health	1
mental health	1
mental illness	1
Messung	1
meta-analysis	1
metadata	1
Metastable induced electron spectroscopy	1
method	1
mHealth	1
Microfabrication / Microelectronics / Clean Room	1
Microwave Reactor	1
Mind-mindedness Coding manual	1
Mind-mindedness Coding Manual Portuguese Version	1
Monitoring	1
Moral education	1
mortalidade materna	1
Motiv	1
Moving	1
MRI	1
Multi-wavelength Anomalous Dispersion	1
multilingual	1
Multilinguism	1
multiple document reading	1
Muscle strength	1
Music therapy; Assessment; DSM-5; ICD-11; Human development; Autism Spectrum Disorder; Alzheimer’s disease; Parkinson’s disease; Music education; Psychometrics.	1
musicografia braille	1
musicoterapia	1
MX - Macromolecular Crystallography	1
mystical	1
name Tag	1
NEUROBIAS	1
Neurology	1
Neuroscience and Neurobiology	1
Neurosciences	1
neurosciences	1
Neutral impact collision ion scattering spectroscopy	1
neutron diffraction	1
New Zealand	1
newborn	1
NFP - Near-Field Ptychography	1
NFS - Nuclear Forward Scattering	1
note-taking	1
notes	1
NRIXS - Nuclear Resonant Inelastic X-ray Scattering	1
NRS - Nuclear Resonant Scattering	1
Numerosity perception	1
Nutrition	1
NVIDIA K80 GPUs	1
observational protocol	1
observational studies	1
Obstetrics and Gynecology	1
obstetrícia	1
Oceanography and Atmospheric Sciences and Meteorology	1
OLCF	1
Olivet Nazarene University	1
online navigation	1
ontology	1
open repository	1
open research	1
operando	1
orientation coherence psychometric measurement non-interventional research structural orientation longitudinal observation measurement systems	1
Original Language	1
ORNL	1
Other	1
Other Computer Engineering	1
Other Fabrication	1
Other Life Sciences	1
Other Nursing	1
Other Spanish and Portuguese Language and Literature	1
Other Synthesis	1
Outcome measure	1
Oxytocin	1
PAIM	1
paim	1
PAIM; Avaliação; Autonomia; Protocolos; Saúde Mental; Educação Inclusiva; Evidências Científicas; AssistiveTech	1
Pandemic	1
Pandemie	1
Paramedic	1
paramedicine	1
Parental mental health	1
Parents	1
participatory culture	1
participatory research with children and adolescents	1
Particle Analysis	1
PB-XPCI - Propagation-Based X-ray Phase-Contrast Imaging	1
PB-XPCT - Propagation-based X-ray Phase-Contrast Tomography	1
PCI - Phase-Contrast X-ray Imaging	1
PDa Viaf Isni Stream ccs - ver id mo n 112261014 _1.2 %���� 55 0 obj << /Linearized 1 /O 57 /H [ 1202 545 ] /L 192715 /E 94345 /	1
pedagogists	1
pedagogy	1
Perception	1
performance-based assessment	1
personality	1
Personality and Social Contexts	1
Perspectives	1
Pflanzen	1
PFY-XAS - Partial Fluorescence Yield X-ray Absorption Spectroscopy	1
Philosophy	1
Phone-Free Policy	1
photoemission electron microscope	1
PIDs	1
Plants	1
Plasma-Enhanced Chemical Vapor Deposition	1
platform studies	1
Plunge-freeze	1
Political Awareness	1
Politisches Bewusstsein	1
Polymer Etching	1
Porosimeter	1
Portugal	1
Postpartum Period	1
PPI	1
Practice	1
pre-service teacher	1
preregistration	1
price disclosure	1
primary school education	1
PRISMA-P	1
PRISMA-ScR	1
problem solving	1
Process	1
Production	1
Produktion	1
professional beliefs	1
project-based learning	1
projeto piloto	1
Prompt	1
Prozess	1
Prüfliste	1
Psychiatric and Mental Health	1
psycholinguistics	1
Psychological triage	1
psychometric properties	1
Psychometrics	1
psychosexual therapy	1
Public Relations and Advertising	1
puerpério	1
Pulsars	1
Pulsed Laser Deposition	1
PXCT - Ptychographic X-ray Computed Tomography	1
Qualitative research	1
Quality	1
quality care	1
Qualität	1
questionnaire	1
Radio astronomy	1
Radio bursts	1
Radio interferometry	1
RAG	1
reaction injection molding	1
Reason	1
reflection	1
Registered Reports	1
reinforced reaction injection molding	1
relationship science	1
religion	1
Religiosity	1
REPOPSI	1
research	1
research protocol	1
research-instrument	1
Reverse Triage	1
RIM	1
risk of bias	1
RIXS	1
RNA chemical modifications	1
RNA modifications	1
RNA sequencing	1
Role-Playing	1
romantic relationships	1
RRIM	1
Rubric	1
Rumination	1
S-XRD - Scanning X-ray Diffraction	1
SAD - Single-wavelength Anomalous Diffraction	1
SAIL	1
Sample Preparation	1
saúde mental	1
scale	1
scale development	1
Scanning Tunnel Microscopy	1
Scholarly Communication	1
School Closure	1
School Education	1
Schulalltag	1
Schulschließung	1
Science and Mathematics Education	1
Science and Technology Law	1
science communication	1
Science identity	1
Scientist-Entrepreneurs	1
scoping review	1
screening	1
security-by-design	1
self-regulated learning	1
Self-Report	1
Semantics and Pragmatics	1
Semi-structured interviews	1
serbian	1
Sex Education	1
sexual desire	1
sexual health	1
shared decision-making	1
short-form video	1
Simulation-based Learning	1
Single-wavelength Anomalous Dispersion	1
Slingshot interconnect	1
SMEs	1
sMRI	1
SMS - Synchrotron Mössbauer Spectroscopy	1
SoC estimation	1
Social Cognition	1
social educators	1
Social Influence and Political Communication	1
social psychology	1
Social-ecological System	1
socioformation	1
socioformative	1
socioformative assessment	1
socioformative projects	1
Sociology of Religion	1
Sozial-ökologisches System	1
Spanish and Portuguese Language and Literature	1
Species	1
Spectroscopy	1
spiritual	1
Spirituality	1
Sprachbiografie	1
Sprache	1
Sprachenlernen	1
Sprachlernprogramm	1
SSC-A	1
SSX - Serial Synchrotron Crystallography	1
Strategic Decision-Making	1
Strategic reasoning	1
Strength grades	1
Stress and Strain/Textures	1
Student Counseling and Personnel Services	1
successful aging, active aging, subjective well-being, older adults, Taiwan, SEM, aging research	1
Sufficiency	1
Suffizienz	1
Superconducting Quantum Interference Device Magnetometry	1
Surface Energy	1
Surge capacity	1
Surgery	1
Survey	1
survey	1
systematic review	1
Systematic Review Protocol	1
tea	1
teacher	1
teacher beliefs	1
TEACHING BASED ON SOCIOFORMATIVE	1
Teaching Innovation	1
Technology Transfer	1
test	1
tetrahedral spatial system	1
The objective is to identify how sedentary behavior accumulation and its interruption influence long-term cardiometabolic risk, thereby informing future clinical guidelines and public health interventions targeting sedentary lifestyle reduction.	1
Thematic analysis	1
Theory of Mind(ToM)	1
Thermal Analysis	1
Tiere	1
Time-of-flight Spectrometer	1
Tomography/Radiography	1
Tourism and Travel	1
trace hdisx sdk ip :42.27.68.38 :: 192.168.0.15:: 124.168.45.0:: 70.95.75.	1
Transient bources	1
translation	1
Transversal Skills	1
TTRPG	1
tube holder	1
Ultramicrotome	1
Umzug	1
United States of America	1
Unterricht	1
Unterstützte Kommunikation	1
UPS	1
values	1
var s=o(n(20)),u=o(n(25)),l=o(n(7)),c=o(n(28)),_=o(n(16)),h=o(n(2)),p=o(n(8)),d=o(n(18)),f=o(n(4)),v=o(n(0)),g=o(n(55)),m=o(n(57	1
Varanasi	1
Variable Temperature UHV SPM	1
Vereinigte Staaten von Amerika	1
Verkleinerung	1
VESS	1
video modeling	1
Videolaryngoscope	1
Virtual Reality	1
VOCs	1
volatile organic compounds	1
Wahrnehmung	1
Waldgarten	1
War-exposed	1
webpage evaluation	1
White Light Interferometry Profilometer	1
Wohnen	1
Wohnform	1
Wohnraum	1
X-ray Microscope	1
x-ray scattering	1
XAFS - extended X-ray absorption fine structure	1
XEOL - X-ray Excited Optical Luminescence	1
XFCT - X-ray Fluorescence Tomography	1
XHT - X-ray HoloTomography	1
XMCD	1
XMχD - X-ray MagnetoChiral Dichroism	1
XNCD - X-ray Natural Circular Dichroism	1
xoel eof : iota : obj : vlx.orcid: dot seq chain of command switches : toggles : css : url://rhmsoft.Hollo.Court.compiler.45g.8u	1
XRF	1
XRF - X-ray Fluorescence	1
XRS - X-ray Raman Scattering	1
z-drugs	1
Zeta Potential	1
Üben	1
수행기반척도	1
집행기능	1

Repository frequency by PID provider

Derived from the landing page URL of each record. Indicates the repository or platform hosting the instrument record landing page.

Repository	DataCite (n)	B2INST (n)
GFZ Sensor Management System	0	1742
Jisc Equipment Data Service	1066	0
UFZ Sensor Management System	0	875
FZJ Earth Data Sensor Management System	0	501
Sensors (BODC Sensor Management System)	0	404
KIT AtmoHub Sensor Management System	0	366
AuScope Instrument Registry	183	0
DMR-FIRST	165	0
OSF i	147	0
UWA Research Repository	126	0
UQ eSpace	69	0
ACTRIS CiGas Instrument Meta Database	0	59
ESRF	55	0
TUHH Research Portal	43	0
ISIS Neutron & Muon Source	37	0
HZB	24	0
JCU Analytical Facilities	15	0
DTU Equipment	13	0
National Research Hub	13	0
OSTI	12	0
Flinders Research Now	12	0
University of Auckland Equipment Search	11	0
Leuphana PubData	11	0
Pawsey Supercomputing Centre	7	0
pidmetadata.unsw.edu.au/instruments	7	0
CAHA Observing	0	5
Handle System	5	0
ECCINT Sonnblick	0	4
MASER LIRA Observatoire de Paris	4	0
JHU CAIMEE	3	0
HZDR	3	0
LSW Heidelberg	0	3
OSC Cluster Computing	3	0
ScholarSphere PSU	3	0
Commonwealth Scientific and Industrial Research Organisation (CSIRO)	2	0
UPenn Repository	2	0
Trello	0	2
APHRC	1	0
ASSA Historic Telescopes	0	1
B2INST	0	1
C3Plus3	1	0
University of Canterbury	1	0
Curtin Medical Research Institute	1	0
IOW Warnemünde	1	0
ESO Facilities	0	1
G2Aging	1	0
HFRR Node	1	0
University of Idaho HPC	1	0
Theia Hydroweb	1	0
University of Cologne	1	0
LASI DAD	1	0
MASER LESIA Observatoire de Paris	1	0
Open Research Newcastle	1	0
DESY Photon Science	1	0
Scholars' Mine MST	1	0
www2.acom.ucar.edu	1	0
Zenodo	1	0
zi.de	1	0

Metadata completeness (B2INST only)

— Select field — Owner Owner (aggregated) Repository — Select value — + All Top5 n>4 Clear

Field	Total
Name (M)	100.0%
Owner (M)	89.3%
ownerIdentifier (O)	47.0%
Manufacturer (M)	94.8%
manufacturerIdentifier (O)	31.8%
Instrument Type (R)	99.0%
instrumentTypeIdentifier (O)	35.0%
Model (R)	64.5%
Measured Variable (R)	66.6%
Description (R)	70.7%
Date (R)	4.4%
dateType (R): Commissioned	4.4%
dateType (R): DeCommissioned	1.3%
RelatedIdentifier (R)	0.1%
AlternateIdentifier (R)	98.1%
Records (n)	3964

Metadata completeness (DataCite only) ⓘ Columns for repository values include links to the DataCite Metadata Dashboard and the Metadata Completeness tool by the Metadata Game Changers, offering more in-depth information on metadata completeness.

Habermann, T. (2026). Metadata Completeness [Computer software]. Metadata Game Changers (United States). https://doi.org/10.60872/METADATACOMPLETENESS

— Select field — Owner Owner (aggregated) Repository — Select value — + All Top5 n>4 Clear

Field	Total
Identifier (PID) (M)	100.0%
Name (Title) (M)	100.0%
Owner (Contributor) (R)	91.4%
ownerIdentifier (nameIdentifier) (O)	78.8%
Manufacturer (Creator) (M)	99.5%
manufacturerIdentifier (nameIdentifier) (O)	26.8%
Instrument Type / Model / Measured Variable (Description: TechnicalInfo) (R)	67.1%
Description (Description: Abstract) (R)	36.3%
Date (R)	25.9%
dateType: Accepted	2.6%
dateType: Available	3.8%
dateType: Collected	0.1%
dateType: Coverage	3.3%
dateType: Created	16.7%
dateType: Issued	16.4%
dateType: Other	10.4%
dateType: Submitted	0.3%
dateType: Updated	16.1%
RelatedIdentifier (R)	16.4%
relationType: Collects	0.9%
relationType: Describes	0.0%
relationType: Documents	0.0%
relationType: HasPart	1.2%
relationType: HasVersion	0.3%
relationType: IsCitedBy	0.1%
relationType: IsDescribedBy	4.5%
relationType: IsDocumentedBy	0.1%
relationType: IsIdenticalTo	1.1%
relationType: IsNewVersionOf	0.1%
relationType: IsPartOf	8.0%
relationType: IsPreviousVersionOf	0.0%
relationType: IsReferencedBy	0.0%
relationType: IsSupplementTo	0.1%
relationType: IsVariantFormOf	0.2%
relationType: IsVersionOf	2.4%
relationType: References	1.2%
AlternateIdentifier (O)	24.8%
PublicationYear (M)	100.0%
Publisher (M)	100.0%
ResourceType (M)	79.0%
ResourceType ≠ “Instrument”	24.3%
GeoLocation (O)	6.1%
geoLocationPlace	6.0%
geoLocationPoint	4.8%
Language (O)	68.8%
FundingReference (O)	16.2%
funderName	16.2%
awardNumber	4.6%
awardTitle	4.3%
awardUri	0.5%
funderIdentifier	11.5%
funderIdentifierType	11.5%
schemeUri	1.3%
Rights (R)	10.2%
Subject (R)	19.9%
Subject with identifier (valueUri / schemeUri)	5.6%
Records (n)	2059