6 research outputs found
The SURPRISE demonstrator: a super-resolved compressive instrument in the visible and medium infrared for Earth Observation
While Earth Observation (EO) data has become ever more vital to understanding the planet and addressing societal challenges, applications are still limited by revisit time and spatial resolution. Though low Earth orbit missions can achieve resolutions better than 100 m, their revisit time typically stands at several days, limiting capacity to monitor dynamic events. Geostationary (GEO) missions instead typically provide data on an hour-basis but with spatial resolution limited to 1 km, which is insufficient to understand local phenomena.
In this paper, we present the SURPRISE project - recently funded in the frame of the H2020 programme ā that gathers the expertise from eight partners across Europe to implement a demonstrator of a super-spectral EO payload - working in the visible (VIS) - Near Infrared (NIR) and in the Medium InfraRed (MIR) and conceived to operate from GEO platform -with enhanced performance in terms of at-ground spatial resolution, and featuring innovative on-board data processing and encryption functionalities. This goal will be achieved by using Compressive Sensing (CS) technology implemented via Spatial Light Modulators (SLM). SLM-based CS technology will be used to devise a super-resolution configuration that will be exploited to increase the at-ground spatial resolution of the payload, without increasing the number of detectorās sensing elements at the image plane. The CS approach will offer further advantages for handling large amounts of data, as is the case of superspectral payloads with wide spectral and spatial coverage. It will enable fast on-board processing of acquired data for information extraction, as well as native data encryption on top of native compression.
SURPRISE develops two disruptive technologies: Compressive Sensing (CS) and Spatial Light Modulator (SLM). CS optimises data acquisition (e.g. reduced storage and transmission bandwidth requirements) and enables novel onboard processing and encryption functionalities. SLM here implements the CS paradigm and achieves a super-resolution architecture. SLM technology, at the core of the CS architecture, is addressed by: reworking and testing off-the-shelf parts in relevant environment; developing roadmap for a European SLM, micromirror array-type, with electronics suitable for space qualification.
By introducing for the first time the concept of a payload with medium spatial resolution (few hundreds of meters) and near continuous revisit (hourly), SURPRISE can lead to a EO major breakthrough and complement existing operational services.
CS will address the challenge of large data collection, whilst onboard processing will improve timeliness, shortening time needed to extract information from images and possibly generate alarms. Impact is relevant to industrial competitiveness, with potential for market penetration of the demonstrator and its components
Does Perthionitrite (SSNO<sup>ā</sup>) Account for Sustained Bioactivity of NO? A (Bio)chemical Characterization
Hydrogen sulfide (H<sub>2</sub>S)
and nitric oxide (NO) are important signaling molecules that regulate
several physiological functions. Understanding the chemistry behind
their interplay is important for explaining these functions. The reaction
of H<sub>2</sub>S with <i>S</i>-nitrosothiols to form the
smallest <i>S</i>-nitrosothiol, thionitrous acid (HSNO),
is one example of physiologically relevant cross-talk between H<sub>2</sub>S and nitrogen species. Perthionitrite (SSNO<sup>ā</sup>) has recently been considered as an important biological source
of NO that is far more stable and longer living than HSNO. In order
to experimentally address this issue here, we prepared SSNO<sup>ā</sup> by two different approaches, which lead to two distinct species:
SSNO<sup>ā</sup> and dithionitric acid [HONĀ(S)ĀS/HSNĀ(O)ĀS]. (H)ĀS<sub>2</sub>NO species and their reactivity were studied by <sup>15</sup>N NMR, IR, electron paramagnetic resonance and high-resolution electrospray
ionization time-of-flight mass spectrometry, as well as by X-ray structure
analysis and cyclic voltammetry. The obtained results pointed toward
the inherent instability of SSNO<sup>ā</sup> in water solutions.
SSNO<sup>ā</sup> decomposed readily in the presence of light,
water, or acid, with concomitant formation of elemental sulfur and
HNO. Furthermore, SSNO<sup>ā</sup> reacted with H<sub>2</sub>S to generate HSNO. Computational studies on (H)ĀSSNO provided additional
explanations for its instability. Thus, on the basis of our data,
it seems to be less probable that SSNO<sup>ā</sup> can serve
as a signaling molecule and biological source of NO. SSNO<sup>ā</sup> salts could, however, be used as fast generators of HNO in water
solutions
Reactions of Superoxide with Iron Porphyrins in the Bulk and the Near-Surface Region of Ionic Liquids
The
redox reaction of superoxide (KO<sub>2</sub>) with highly charged
iron porphyrins (FeĀ(P4+), FeĀ(P8+), and FeĀ(P8ā)) has been investigated
in the ionic liquids (IL) [EMIM]Ā[Tf<sub>2</sub>N] (1-ethyl-3-methylimidazolium
bisĀ(trifluoromethylsulfonyl)Āimide) and [EMIM]Ā[BĀ(CN)<sub>4</sub>] (1-ethyl-3-methylimidazolium
tetracyanoborate) by using time-resolved UV/vis stopped-flow, electrochemistry,
cryospray mass spectrometry, EPR, and XPS measurements. Stable KO<sub>2</sub> solutions in [EMIM]Ā[Tf<sub>2</sub>N] can be prepared up to
a 15 mM concentration and are characterized by a signal in EPR spectrum
at <i>g</i> = 2.0039 and by the 1215 cm<sup>ā1</sup> stretching vibration in the resonance Raman spectrum. While the
negatively charged iron porphyrin FeĀ(P8ā) does not react with
superoxide in IL, FeĀ(P4+) and FeĀ(P8+) do react in a two-step process
(first a reduction of the FeĀ(III) to the FeĀ(II) form, followed by
the binding of superoxide to FeĀ(II)). In the reaction with KO<sub>2</sub>, FeĀ(P4+) and FeĀ(P8+) show similar rate constants (e.g., in
the case of FeĀ(P4+): <i>k</i><sub>1</sub> = 18.6 Ā±
0.5 M<sup>ā1</sup> s<sup>ā1</sup> for the first reaction
step, and <i>k</i><sub>2</sub> = 2.8 Ā± 0.1 M<sup>ā1</sup> s<sup>ā1</sup> for the second reaction step). Notably, these
rate constants are four to five orders of magnitude lower in [EMIM]Ā[Tf<sub>2</sub>N] than in conventional solvents such as DMSO. The influence
of the ionic liquid is also apparent during electrochemical experiments,
where the redox potentials for the corresponding FeĀ(III)/FeĀ(II) couples
are much more negative in [EMIM]Ā[Tf<sub>2</sub>N] than in DMSO. This
modified redox and kinetic behavior of the positively charged iron
porphyrins results from their interactions with the anions of the
ionic liquid, while the nucleophilicity of the superoxide is reduced
by its interactions with the cations of the ionic liquid. A negligible
vapor pressure of [EMIM]Ā[BĀ(CN)<sub>4</sub>] and a sufficient enrichment
of FeĀ(P8+) in a close proximity to the surface enabled XPS measurements
as a case study for monitoring direct changes in the electronic structure
of the metal centers during redox processes in solution and at liquid/solid
interfaces
Compressive Sensing instrumental concepts for space applications
The need of high-resolution Earth Observation (EO) images for scientific and commercial exploitation has led to the generation of an increasing amount of data with a material impact on the resources needed to handle data on board of satellites. In this respect, Compressive Sensing (CS) can offer interesting features in terms of native compression, onboard processing and instrumental architecture. In CS instruments the data are acquired natively compressed by leveraging on the concept of sparsity, while on-board processing is offered at low computational cost by information extraction directly from CS data. In addition, instrumentās architecture can enjoy super-resolution capabilities that ensure a higher number of pixels in the reconstructed image with respect to that natively provided by the detector. In this paper, we present the working principle and main features of a CS demonstrator of a super-resolved instrument for EO applications with ten channels in the visible and two channels in the medium infrared. Besides the feature of merging in a single step the acquisition and compression phases of the image generation, its architecture allows to reach a superresolution factor of at least 4x4 in the images reconstructed at the end of process. The outcome of the research can open the way to the development of a novel class of EO instruments with improved Ground Sampling Distance (GSD) - with respect to that one provided natively by the number of sensing elements of the detector - and impact EO applications thanks to native compression, on-board processing capabilities and increased GSD
Dynamic Structural Response and Deformations of Monolayer MoS<sub>2</sub> Visualized by Femtosecond Electron Diffraction
Two-dimensional
materials are subject to intrinsic and dynamic
rippling that modulates their optoelectronic and electromechanical
properties. Here, we directly visualize the dynamics of these processes
within monolayer transition metal dichalcogenide MoS<sub>2</sub> using
femtosecond electron scattering techniques as a real-time probe with
atomic-scale resolution. We show that optical excitation induces large-amplitude
in-plane displacements and ultrafast wrinkling of the monolayer on
nanometer length-scales, developing on picosecond time-scales. These
deformations are associated with several percent peak strains that
are fully reversible over tens of millions of cycles. Direct measurements
of electronāphonon coupling times and the subsequent interfacial
thermal heat flow between the monolayer and substrate are also obtained.
These measurements, coupled with first-principles modeling, provide
a new understanding of the dynamic structural processes that underlie
the functionality of two-dimensional materials and open up new opportunities
for ultrafast strain engineering using all-optical methods