Toward high-performance SPAD arrays for space-based atmosphere and ocean profiling LiDARs

Abstract. Space-based light detection and ranging (LiDAR) sensors have provided valuable insight into the global, vertical distribution of aerosol and cloud layers in Earth’s atmosphere, and, more recently, of the distribution of phytoplankton in the ocean. However, the photodetectors in these sensors lack the performance necessary to capture the vertical structure of cloud tops and ocean phytoplankton to a fidelity sufficient for advancing our understanding of the global water cycle and ocean carbon cycle, respectively. Recent advancements in high-performance single photon avalanche diode (SPAD) arrays promise to enable these measurements, while also offering a sensitivity that will allow significant reductions in laser power and telescope size, with associated sensor-level size, weight, and power (SWaP) savings. To harness the unique benefits of SPADs for these measurements, we propose to develop a large-format array of photon counting SPADs with <10 ns dead time, along with readout integrated circuitry that sums and bins (histograms) photon counts in real time to the desired temporal resolution for the target application. The feasibility of this approach has been investigated with a small-scale 8  ×  8 SPAD array proof of concept hardware demonstration developed at Politecnico di Milano, with promising initial results. Progress is reported on designs that will allow scaling the array and readout integrated circuit electronics to the requisite of 128  ×  128 size in a chip-scale, low power, photodetector ideal for LiDAR remote sensing of the atmosphere and ocean from SWaP-constrained platforms.

[1]  Angelo Gulinatti,et al.  High-voltage integrated active quenching circuit for single photon count rate up to 80 Mcounts/s. , 2016, Optics express.

[2]  Hartwig Deneke,et al.  Remote Sensing of Droplet Number Concentration in Warm Clouds: A Review of the Current State of Knowledge and Perspectives , 2018, Reviews of geophysics.

[3]  Michael S Twardowski,et al.  Vertically- resolved phytoplankton carbon and net primary production from a high spectral resolution lidar. , 2017, Optics express.

[4]  Daniel R. Schuette,et al.  Large-Format Geiger-Mode Avalanche Photodiode Arrays and Readout Circuits , 2018, IEEE Journal of Selected Topics in Quantum Electronics.

[5]  Yongxiang Hu,et al.  Global satellite-observed daily vertical migrations of ocean animals , 2019, Nature.

[6]  Victoria Hill,et al.  Estimates of primary production by remote sensing in the Arctic Ocean: Assessment of accuracy with passive and active sensors , 2010 .

[7]  H. Zwally,et al.  Overview of the ICESat Mission , 2005 .

[8]  Angelo Gulinatti,et al.  Fast fully integrated active quenching circuit for single photon counting up to 160 Mcounts/s , 2019, Defense + Commercial Sensing.

[9]  Makoto Motoyoshi,et al.  Through-Silicon Via (TSV) , 2009, Proceedings of the IEEE.

[10]  Yongxiang Hu,et al.  Ocean Subsurface Study from ICESat-2 Mission , 2019, 2019 Photonics & Electromagnetics Research Symposium - Fall (PIERS - Fall).

[11]  Xiaoli Sun,et al.  In orbit performance of Si avalanche photodiode single photon counting modules (SPCM) in the Geoscience Laser Altimeter System on ICESat , 2006, SPIE Optics East.

[12]  Juha Kostamovaara,et al.  Fluorescence suppression in Raman spectroscopy using a time-gated CMOS SPAD. , 2013, Optics express.

[13]  Edoardo Charbon,et al.  A 256×256 45/65nm 3D-stacked SPAD-based direct TOF image sensor for LiDAR applications with optical polar modulation for up to 18.6dB interference suppression , 2018, 2018 IEEE International Solid - State Circuits Conference - (ISSCC).

[14]  Angelo Gulinatti,et al.  152-dB Dynamic Range With a Large-Area Custom-Technology Single-Photon Avalanche Diode , 2018, IEEE Photonics Technology Letters.

[15]  M. Fielding,et al.  Progress towards assimilating cloud radar and lidar observations , 2020 .

[16]  F. Nolet,et al.  Quenching Circuit and SPAD Integrated in CMOS 65 nm with 7.8 ps FWHM Single Photon Timing Resolution , 2018, Instruments.

[17]  A. Aloisio,et al.  Proton induced dark count rate degradation in 150-nm CMOS single-photon avalanche diodes , 2019, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment.

[18]  A. Ishida,et al.  Silicon hybrid SPAD with high-NIR-sensitivity for TOF applications , 2017, OPTO.

[19]  Xiaoli Sun,et al.  Radiation tests of single photon avalanche diode for space applications , 2013 .

[20]  M. Ghioni,et al.  Note: Fully integrated active quenching circuit achieving 100 MHz count rate with custom technology single photon avalanche diodes. , 2017, The Review of scientific instruments.

[21]  E. Charbon,et al.  A 512 × 512 SPAD Image Sensor With Integrated Gating for Widefield FLIM , 2019, IEEE Journal of Selected Topics in Quantum Electronics.

[22]  T. Platt,et al.  Oceanic Primary Production: Estimation by Remote Sensing at Local and Regional Scales , 1988, Science.

[23]  Helen Amanda Fricker,et al.  The ICESat-2 Laser Altimetry Mission , 2010, Proceedings of the IEEE.

[24]  Ivan Rech,et al.  Terahertz photon counting: large-format SPAD arrays for lidar remote sensing of the atmosphere and ocean from space , 2020, Defense + Commercial Sensing.

[25]  Angelo Gulinatti,et al.  Fully Integrated Active Quenching Circuit Driving Custom-Technology SPADs With 6.2-ns Dead Time , 2019, IEEE Photonics Technology Letters.

[26]  A. Tosi,et al.  SPAD Figures of Merit for Photon-Counting, Photon-Timing, and Imaging Applications: A Review , 2016, IEEE Sensors Journal.

[27]  G. Mace,et al.  On the Frequency of Occurrence of the Ice Phase in Supercooled Southern Ocean Low Clouds Derived From CALIPSO and CloudSat , 2020, Geophysical Research Letters.

[28]  Robert K. Henderson,et al.  5.7 A 256×256 40nm/90nm CMOS 3D-Stacked 120dB Dynamic-Range Reconfigurable Time-Resolved SPAD Imager , 2019, 2019 IEEE International Solid- State Circuits Conference - (ISSCC).

[29]  Ivan Rech,et al.  8x8 single photon counting module for spaceborne lidar , 2019, Remote Sensing.

[30]  Denny Wernham,et al.  High-power and frequency-stable ultraviolet laser performance in space for the wind lidar on Aeolus. , 2020, Optics Letters.

[31]  S. Bony,et al.  What Are Climate Models Missing? , 2013, Science.

[32]  Yongxiang Hu,et al.  Spaceborne Lidar in the Study of Marine Systems. , 2018, Annual review of marine science.

[33]  W. Cohen,et al.  Estimates of forest canopy height and aboveground biomass using ICESat , 2005 .

[34]  Robert K. Henderson,et al.  Digital Silicon Photomultipliers With OR/XOR Pulse Combining Techniques , 2016, IEEE Transactions on Electron Devices.

[35]  Ximing Ren,et al.  High-resolution depth profiling using a range-gated CMOS SPAD quanta image sensor. , 2018, Optics express.

[36]  Xiaomei Lu,et al.  Annual boom-bust cycles of polar phytoplankton biomass revealed by space-based lidar , 2017 .

[37]  A. Tosi,et al.  Fast Sensing and Quenching of CMOS SPADs for Minimal Afterpulsing Effects , 2013, IEEE Photonics Technology Letters.

[38]  Edoardo Charbon,et al.  A 160×128 single-photon image sensor with on-pixel 55ps 10b time-to-digital converter , 2011, 2011 IEEE International Solid-State Circuits Conference.

[39]  Curtis D Mobley,et al.  Inherent optical properties of Jerlov water types. , 2015, Applied optics.

[40]  Matthew J. McGill,et al.  The Cloud-Aerosol Transport System (CATS): a technology demonstration on the International Space Station , 2015, SPIE Optical Engineering + Applications.

[41]  Scott J. Goetz,et al.  The Global Ecosystem Dynamics Investigation , 2014 .

[42]  James H. Churnside,et al.  Review of profiling oceanographic lidar , 2013 .

[43]  E. Charbon,et al.  Architecture and applications of a high resolution gated SPAD image sensor. , 2014, Optics express.

[44]  S. Parent,et al.  Development of a single photon avalanche diode (SPAD) array in high voltage CMOS 0.8 µm dedicated to a 3D integrated circuit (3DIC) , 2012, 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC).

[45]  S. Cova,et al.  New silicon SPAD technology for enhanced red-sensitivity, high-resolution timing and system integration , 2012 .

[46]  D. Winker,et al.  CALIPSO Lidar Description and Performance Assessment , 2009 .

[47]  James H. Churnside,et al.  Subsurface plankton layers in the Arctic Ocean , 2015 .

[48]  Wei Lu,et al.  IceSat-2 ATLAS photon-counting receiver: initial on-orbit performance , 2019, Defense + Commercial Sensing.

[49]  D. Winker,et al.  Overview of the CALIPSO Mission and CALIOP Data Processing Algorithms , 2009 .

[50]  Yongxiang Hu,et al.  Space‐based lidar measurements of global ocean carbon stocks , 2013 .

[51]  S. Cova,et al.  Progress in Silicon Single-Photon Avalanche Diodes , 2007, IEEE Journal of Selected Topics in Quantum Electronics.

[52]  Thriving on Our Changing Planet: A Decadal Strategy for Earth Observation from Space , 2019 .

[53]  A. Gulinatti,et al.  Gigacount/Second Photon Detection Module Based on an $8\times 8$ Single-Photon Avalanche Diode Array , 2016, IEEE Photonics Technology Letters.

[54]  H. Chepfer,et al.  Observational Constraints on Cloud Feedbacks: The Role of Active Satellite Sensors , 2018 .