Impact of Noise and Background on Measurement Uncertainties in Luminescence Thermometry

Materials with temperature-dependent luminescence can be used as local thermometers when incorporated in, for example, a biological environment or chemical reactor. Researchers have continuously developed new materials aiming for the highest sensitivity of luminescence to temperature. Although the comparison of luminescent materials based on their temperature sensitivity is convenient, this parameter gives an incomplete description of the potential performance of the materials in applications. Here, we demonstrate how the precision of a temperature measurement with luminescent nanocrystals depends not only on the temperature sensitivity of the nanocrystals but also on their luminescence strength compared to measurement noise and background signal. After first determining the noise characteristics of our instrumentation, we show how the uncertainty of a temperature measurement can be predicted quantitatively. Our predictions match the temperature uncertainties that we extract from repeated measurements, over a wide temperature range (303–473 K), for different CCD readout settings, and for different background levels. The work presented here is the first study that incorporates all of these practical issues to accurately calculate the uncertainty of luminescent nanothermometers. This method will be important for the optimization and development of luminescent nanothermometers.

[1]  Carolyn E. Mills,et al.  Going Above and Beyond: A Tenfold Gain in the Performance of Luminescence Thermometers Joining Multiparametric Sensing and Multiple Regression , 2021, Laser & Photonics Reviews.

[2]  M. Krames,et al.  Saturation Mechanisms in Common LED Phosphors , 2021, ACS photonics.

[3]  R. Heintzmann,et al.  Notes on thermometric artefacts by Er3+ luminescence band interference , 2021 .

[4]  B. Weckhuysen,et al.  Mapping Elevated Temperatures with a Micrometer Resolution Using the Luminescence of Chemically Stable Upconversion Nanoparticles , 2021, ACS applied nano materials.

[5]  A. Meijerink,et al.  A Theoretical Framework for Ratiometric Single Ion Luminescent Thermometers—Thermodynamic and Kinetic Guidelines for Optimized Performance , 2020, Advanced Theory and Simulations.

[6]  Baojiu Chen,et al.  Radiative transition properties of Yb3+ in Er3+/Yb3+ co-doped NaYF4 phosphor , 2020 .

[7]  V. Lavín,et al.  Luminescent Nanothermometer Operating at Very High Temperature—Sensing up to 1000 K with Upconverting Nanoparticles (Yb3+/Tm3+) , 2020, ACS applied materials & interfaces.

[8]  B. Weckhuysen,et al.  Operando Nanoscale Sensors in Catalysis: All Eyes on Catalyst Particles , 2020, ACS nano.

[9]  D. Jaque,et al.  In Vivo Spectral Distortions of Infrared Luminescent Nanothermometers Compromise Their Reliability. , 2020, ACS nano.

[10]  L. Carlos,et al.  Lanthanide‐Based Thermometers: At the Cutting‐Edge of Luminescence Thermometry , 2018, Advanced Optical Materials.

[11]  Emory M. Chan,et al.  Apparent self-heating of individual upconverting nanoparticle thermometers , 2018, Nature Communications.

[12]  Xiaohui Xie,et al.  Size-Dependent Band-Gap and Molar Absorption Coefficients of Colloidal CuInS2 Quantum Dots , 2018, ACS nano.

[13]  Wei Feng,et al.  Ratiometric nanothermometer in vivo based on triplet sensitized upconversion , 2018, Nature Communications.

[14]  C. Homann,et al.  NaYF4 :Yb,Er/NaYF4 Core/Shell Nanocrystals with High Upconversion Luminescence Quantum Yield. , 2018, Angewandte Chemie.

[15]  Wei Feng,et al.  Upconversion nanocomposite for programming combination cancer therapy by precise control of microscopic temperature , 2018, Nature Communications.

[16]  A. Meijerink,et al.  Quenching Pathways in NaYF4:Er3+,Yb3+ Upconversion Nanocrystals , 2018, ACS nano.

[17]  Steve Smith,et al.  Explaining the Nanoscale Effect in the Upconversion Dynamics of β-NaYF4:Yb3+, Er3+ Core and Core–Shell Nanocrystals , 2017 .

[18]  Carlos D. S. Brites,et al.  Tethering Luminescent Thermometry and Plasmonics: Light Manipulation to Assess Real-Time Thermal Flow in Nanoarchitectures. , 2017, Nano letters.

[19]  Bert M. Weckhuysen,et al.  NaYF4:Er3+,Yb3+/SiO2 Core/Shell Upconverting Nanocrystals for Luminescence Thermometry up to 900 K , 2017, The journal of physical chemistry. C, Nanomaterials and interfaces.

[20]  J. Ueda,et al.  Ratiometric Optical Thermometer Based on Dual Near-Infrared Emission in Cr3+-Doped Bismuth-Based Gallate Host , 2016 .

[21]  J. G. Solé,et al.  Real-time deep-tissue thermal sensing with sub-degree resolution by thermally improved Nd3+:LaF3 multifunctional nanoparticles , 2016 .

[22]  Zeger Hens,et al.  Highly Dynamic Ligand Binding and Light Absorption Coefficient of Cesium Lead Bromide Perovskite Nanocrystals. , 2016, ACS nano.

[23]  E. Bouwman,et al.  Mixed-Lanthanoid Metal-Organic Framework for Ratiometric Cryogenic Temperature Sensing. , 2015, Inorganic chemistry.

[24]  T. Senden,et al.  Photonic effects on the radiative decay rate and luminescence quantum yield of doped nanocrystals. , 2015, ACS nano.

[25]  Daniel R. Gamelin,et al.  Dual-Emitting Nanoscale Temperature Sensors , 2013 .

[26]  Michael P. Hobson,et al.  A Stochastic Model for Electron Multiplication Charge-Coupled Devices – From Theory to Practice , 2013, PloS one.

[27]  Michael I. Andersen,et al.  Bayesian Photon Counting with EMCCDs , 2011, 1111.2066.

[28]  Francisco Sanz-Rodríguez,et al.  Temperature sensing using fluorescent nanothermometers. , 2010, ACS nano.

[29]  Christian Bergaud,et al.  High-spatial-resolution surface-temperature mapping using fluorescent thermometry. , 2008, Small.

[30]  Sergei Tretiak,et al.  Absorption cross sections and Auger recombination lifetimes in inverted core-shell nanocrystals: Implications for lasing performance , 2006 .

[31]  Markus P. Hehlen,et al.  Hexagonal Sodium Yttrium Fluoride Based Green and Blue Emitting Upconversion Phosphors , 2004 .

[32]  Moungi G. Bawendi,et al.  On the Absorption Cross Section of CdSe Nanocrystal Quantum Dots , 2002 .

[33]  Dor Ben-Amotz,et al.  Theoretical and Experimental Uncertainty in Temperature Measurement of Materials by Raman Spectroscopy , 1996 .

[34]  Ian T. Young,et al.  Methods for CCD camera characterization , 1994, Electronic Imaging.