The document discusses careers in the downstream satellite applications sector. It notes that the sector is growing and offers a wide variety of jobs, such as image processing engineer, GIS engineer, and lead software engineer. It also states that degrees and work experience in software development are important for jobs in this sector, but that a physics degree is not required.
This presentation shows how drones have been used successfully in construction and infrastructure asset management as aerial image and data capture devices thus far, review competitive and traditional approaches using incumbent technology, discuss the opportunities and challenges posed by the technology itself, outline the lessons learned, and discuss what’s next for drones in civil engineering.
EGNOS growing market in Agriculture and fostering new opportunities in MappingCAPIGI
EGNOS is Europe's operational contribution to satellite based navigation. Awaiting completion of the GALILEO programme, EGNOS is a service of growing interest in agriculture.
Unmanned Aerial Systems for Precision MappingUAS Colorado
Presentation by Renee Walmsley, Remote Sensing Program Manager at Tetra Tech, for the August 16, 2017 Rocky Mountain UAS Professionals Meetup at the Esri Broomfield office.
High-precision Positioning and Real-time Data Processing of UAV-SystemsMatthes Rieke
Available micro-sized Unmanned Aerial Vehicles (UAVs) in the civilian domain currently make use of common GPS receivers and
do not address scenarios where high-precision positioning of the UAV is an inevitable requirement. However, for use cases such as
creating orthophotos using direct georeferencing, an improved positioning needs to be developed. This article analyses the
requirements for integrating Real Time Kinematic positioning into micro-sized UAVs. Additionally, it describes the data processing
and synchronisation of the high-precision position data for a workflow of orthorectification of aerial imagery. Preliminary results are
described for the use case of precision farming.
This presentation shows how drones have been used successfully in construction and infrastructure asset management as aerial image and data capture devices thus far, review competitive and traditional approaches using incumbent technology, discuss the opportunities and challenges posed by the technology itself, outline the lessons learned, and discuss what’s next for drones in civil engineering.
EGNOS growing market in Agriculture and fostering new opportunities in MappingCAPIGI
EGNOS is Europe's operational contribution to satellite based navigation. Awaiting completion of the GALILEO programme, EGNOS is a service of growing interest in agriculture.
Unmanned Aerial Systems for Precision MappingUAS Colorado
Presentation by Renee Walmsley, Remote Sensing Program Manager at Tetra Tech, for the August 16, 2017 Rocky Mountain UAS Professionals Meetup at the Esri Broomfield office.
High-precision Positioning and Real-time Data Processing of UAV-SystemsMatthes Rieke
Available micro-sized Unmanned Aerial Vehicles (UAVs) in the civilian domain currently make use of common GPS receivers and
do not address scenarios where high-precision positioning of the UAV is an inevitable requirement. However, for use cases such as
creating orthophotos using direct georeferencing, an improved positioning needs to be developed. This article analyses the
requirements for integrating Real Time Kinematic positioning into micro-sized UAVs. Additionally, it describes the data processing
and synchronisation of the high-precision position data for a workflow of orthorectification of aerial imagery. Preliminary results are
described for the use case of precision farming.
Surveyors already have access to ground-based, manned flight, and satellite data, so will they embrace this new technology in earnest?
By Bill McNeil, Contributor/Advisor, and Colin Snow, CEO and Founder, Skylogic Research, LLC
SkyMap Global - Google Maps Premier PartnerSkyMap Global
A presentation of what we do at SkyMap Global. At SkyMap Global, we build powerful solutions using location intelligence and Google Maps API. By combining data from satellites, drones and even IoT devices to provide solutions for your business requirement.
Le Bourget 2017 - From earth observation to actionable intelligenceLeonardo
During the 2017 edition of the Paris Air Show, Luigi Pasquali, Director of Leonardo Space sector talked how Earth Observation can helo actionable intelligence through the study of Big-data
Surveyors already have access to ground-based, manned flight, and satellite data, so will they embrace this new technology in earnest?
By Bill McNeil, Contributor/Advisor, and Colin Snow, CEO and Founder, Skylogic Research, LLC
SkyMap Global - Google Maps Premier PartnerSkyMap Global
A presentation of what we do at SkyMap Global. At SkyMap Global, we build powerful solutions using location intelligence and Google Maps API. By combining data from satellites, drones and even IoT devices to provide solutions for your business requirement.
Le Bourget 2017 - From earth observation to actionable intelligenceLeonardo
During the 2017 edition of the Paris Air Show, Luigi Pasquali, Director of Leonardo Space sector talked how Earth Observation can helo actionable intelligence through the study of Big-data
Integration for Planet Satellite ImagerySafe Software
Planet offers up-to-date, high-quality images of the entire earth from 150+ satellites. Learn how to build automated workflows that integrate your data with these images in various ways. You’ll see how to transform and analyze bands, blend your data with the most up-to-date satellite images, and create cloud-based workflows to deliver images automatically. We’ll walk through an example that overlays live transit data on an up-to-date basemap with minimal cloud coverage. Plus, see what’s in beta for FME 2018 and Planet basemaps.
A unique first, the InSite GPS Tag is a small, coin sized GPS tracker that uses 5 different kinds of technology to ensure it works everywhere it goes- even indoors.
It comes equipped with tons of intuitive features such as Geo-Fencing where you can draw virtual perimeters around areas such as school zones, neighborhoods, workplaces etc. and receive notifications anytime your device leaves the zone, in which direction and how fast it's travelling - all in real time and with centimeter level accuracy.
Of course this entire experience is delivered all from a feature-rich app on your smartphone, tablet, or PC. The applications for InSite GPS Tags are endless, from personnel and inventory tracking, to protecting your beloved valuables, pets, and loved ones.
The ExtremeEarth project develops geospatial analytics techniques and technologies that scale to the petabytes of big Copernicus data, information and knowledge, and applies these technologies in two of the thematic exploitation platforms of the European Space Agency: Food Security and Polar.
Richard's aventures in two entangled wonderlandsRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
Observation of Io’s Resurfacing via Plume Deposition Using Ground-based Adapt...Sérgio Sacani
Since volcanic activity was first discovered on Io from Voyager images in 1979, changes
on Io’s surface have been monitored from both spacecraft and ground-based telescopes.
Here, we present the highest spatial resolution images of Io ever obtained from a groundbased telescope. These images, acquired by the SHARK-VIS instrument on the Large
Binocular Telescope, show evidence of a major resurfacing event on Io’s trailing hemisphere. When compared to the most recent spacecraft images, the SHARK-VIS images
show that a plume deposit from a powerful eruption at Pillan Patera has covered part
of the long-lived Pele plume deposit. Although this type of resurfacing event may be common on Io, few have been detected due to the rarity of spacecraft visits and the previously low spatial resolution available from Earth-based telescopes. The SHARK-VIS instrument ushers in a new era of high resolution imaging of Io’s surface using adaptive
optics at visible wavelengths.
Phenomics assisted breeding in crop improvementIshaGoswami9
As the population is increasing and will reach about 9 billion upto 2050. Also due to climate change, it is difficult to meet the food requirement of such a large population. Facing the challenges presented by resource shortages, climate
change, and increasing global population, crop yield and quality need to be improved in a sustainable way over the coming decades. Genetic improvement by breeding is the best way to increase crop productivity. With the rapid progression of functional
genomics, an increasing number of crop genomes have been sequenced and dozens of genes influencing key agronomic traits have been identified. However, current genome sequence information has not been adequately exploited for understanding
the complex characteristics of multiple gene, owing to a lack of crop phenotypic data. Efficient, automatic, and accurate technologies and platforms that can capture phenotypic data that can
be linked to genomics information for crop improvement at all growth stages have become as important as genotyping. Thus,
high-throughput phenotyping has become the major bottleneck restricting crop breeding. Plant phenomics has been defined as the high-throughput, accurate acquisition and analysis of multi-dimensional phenotypes
during crop growing stages at the organism level, including the cell, tissue, organ, individual plant, plot, and field levels. With the rapid development of novel sensors, imaging technology,
and analysis methods, numerous infrastructure platforms have been developed for phenotyping.
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...University of Maribor
Slides from:
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Track: Artificial Intelligence
https://www.etran.rs/2024/en/home-english/
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Ana Luísa Pinho
Functional Magnetic Resonance Imaging (fMRI) provides means to characterize brain activations in response to behavior. However, cognitive neuroscience has been limited to group-level effects referring to the performance of specific tasks. To obtain the functional profile of elementary cognitive mechanisms, the combination of brain responses to many tasks is required. Yet, to date, both structural atlases and parcellation-based activations do not fully account for cognitive function and still present several limitations. Further, they do not adapt overall to individual characteristics. In this talk, I will give an account of deep-behavioral phenotyping strategies, namely data-driven methods in large task-fMRI datasets, to optimize functional brain-data collection and improve inference of effects-of-interest related to mental processes. Key to this approach is the employment of fast multi-functional paradigms rich on features that can be well parametrized and, consequently, facilitate the creation of psycho-physiological constructs to be modelled with imaging data. Particular emphasis will be given to music stimuli when studying high-order cognitive mechanisms, due to their ecological nature and quality to enable complex behavior compounded by discrete entities. I will also discuss how deep-behavioral phenotyping and individualized models applied to neuroimaging data can better account for the subject-specific organization of domain-general cognitive systems in the human brain. Finally, the accumulation of functional brain signatures brings the possibility to clarify relationships among tasks and create a univocal link between brain systems and mental functions through: (1) the development of ontologies proposing an organization of cognitive processes; and (2) brain-network taxonomies describing functional specialization. To this end, tools to improve commensurability in cognitive science are necessary, such as public repositories, ontology-based platforms and automated meta-analysis tools. I will thus discuss some brain-atlasing resources currently under development, and their applicability in cognitive as well as clinical neuroscience.
Professional air quality monitoring systems provide immediate, on-site data for analysis, compliance, and decision-making.
Monitor common gases, weather parameters, particulates.
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Sérgio Sacani
We characterize the earliest galaxy population in the JADES Origins Field (JOF), the deepest
imaging field observed with JWST. We make use of the ancillary Hubble optical images (5 filters
spanning 0.4−0.9µm) and novel JWST images with 14 filters spanning 0.8−5µm, including 7 mediumband filters, and reaching total exposure times of up to 46 hours per filter. We combine all our data
at > 2.3µm to construct an ultradeep image, reaching as deep as ≈ 31.4 AB mag in the stack and
30.3-31.0 AB mag (5σ, r = 0.1” circular aperture) in individual filters. We measure photometric
redshifts and use robust selection criteria to identify a sample of eight galaxy candidates at redshifts
z = 11.5 − 15. These objects show compact half-light radii of R1/2 ∼ 50 − 200pc, stellar masses of
M⋆ ∼ 107−108M⊙, and star-formation rates of SFR ∼ 0.1−1 M⊙ yr−1
. Our search finds no candidates
at 15 < z < 20, placing upper limits at these redshifts. We develop a forward modeling approach to
infer the properties of the evolving luminosity function without binning in redshift or luminosity that
marginalizes over the photometric redshift uncertainty of our candidate galaxies and incorporates the
impact of non-detections. We find a z = 12 luminosity function in good agreement with prior results,
and that the luminosity function normalization and UV luminosity density decline by a factor of ∼ 2.5
from z = 12 to z = 14. We discuss the possible implications of our results in the context of theoretical
models for evolution of the dark matter halo mass function.
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...Studia Poinsotiana
I Introduction
II Subalternation and Theology
III Theology and Dogmatic Declarations
IV The Mixed Principles of Theology
V Virtual Revelation: The Unity of Theology
VI Theology as a Natural Science
VII Theology’s Certitude
VIII Conclusion
Notes
Bibliography
All the contents are fully attributable to the author, Doctor Victor Salas. Should you wish to get this text republished, get in touch with the author or the editorial committee of the Studia Poinsotiana. Insofar as possible, we will be happy to broker your contact.
Seminar of U.V. Spectroscopy by SAMIR PANDASAMIR PANDA
Spectroscopy is a branch of science dealing the study of interaction of electromagnetic radiation with matter.
Ultraviolet-visible spectroscopy refers to absorption spectroscopy or reflect spectroscopy in the UV-VIS spectral region.
Ultraviolet-visible spectroscopy is an analytical method that can measure the amount of light received by the analyte.
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
Deep Software Variability and Frictionless Reproducibility
Michael Lawrence
1. All Rights Reserved. No part of this document may be reproduced, stored, or transmitted,
without the prior written permission of DEIMOS Space UK
Careers in downstream satellite applications
Michael Lawrence
Business Development Director
Deimos Space UK
8 February 2016
2. 1. What is the downstream
sector?
2. What kinds of jobs are
available?
3. What do you need to be doing
to get into the sector?
Agenda
2All Rights Reserved. No part of this document may be reproduced, stored, or transmitted, without the prior written permission of DEIMOS Space UK (Image Deimos Imaging)
3. • A subsidiary of the Spanish satellite
technology company Elecnor Deimos
(part of the Elecnor group)
• 18 staff in UK, 350+ staff in Spain,
Portugal and Romania
• Based at Harwell, Oxfordshire, close to
the Satellite Applications Catapult
• Experts in satellite software and
systems engineering
• Flight Segment
• Guidance, Navigation and Control
• Ground Segment
• Space Situational Awareness
• Global Navigation Satellite Systems
• Earth Observation
• Satellite Applications
• Location Based Services
Deimos Space UK
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4. The Size and Health of the UK Space Industry
4All Rights Reserved. No part of this document may be reproduced, stored, or transmitted, without the prior written permission of DEIMOS Space UK
5. Upstream
Space Transportation
Ground Segment
Manufacturing
Research and
Consultancy
The UK Space Economy
5All Rights Reserved. No part of this document may be reproduced, stored, or transmitted, without the prior written permission of DEIMOS Space UK
Downstream
Financial Services
Broadcasting
Communications
Defence
Earth Observation
Navigation
Science
Wider Space Economy
Broadcasting
TV and Radio content
Communications
Disaster recovery
Telemedicine
Oil and Gas exploration
Defence
Surveillance
Earth Observation
Meteorology
Mapping
Border control
Environmental protection
Navigation
Road navigation and telematics
Location Based Services
Precision agriculture
Surveying and construction
6. “The highest growth space markets over the
next two decades will be in space-based
services and applications using space
data, services and infrastructure.”
“The greatest challenge now is for the space
industry to become more outward looking. It
needs to ‘reach out’ to other sectors of
the UK and global economy that can
benefit from space applications, data and
services.
The aim should be to create a space
enabled economy where space components
provide new advantages that lead to growth,
new jobs and increased market share in
areas not traditionally linked to space.”
Space Innovation and Growth Strategy
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7. Size of the UK downstream industry
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2013/14
Upstream Downstream
Turnover £1b £10b
Employment 8,000 28,000
8. Image Processing Engineer
Experience of Image processing algorithms and feature extraction tools
IDL/ENVI
OGC Web interface (WMS, WCS, WFS)
Software development within AGILE teams (SCRUM)
PostgreSQL, PostGIS
GIS Engineer
Experience of Geographic Information Systems
Knowledge of Python or Java
Experience of development using GeoServer
Lead Software Engineer for Satellite Applications
Experience of Java and/or C/C++
Familiarity with web frameworks and Linux deployment
Experience of building Android or iOS apps
Recent Deimos ‘downstream’ vacancies
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9. Image Processing Engineer –
Telecomms Engineering + Geoinformation and Remote Sensing
GIS Engineer –
Environmental Science + GIS and Spatial Planning
Lead Software Engineer for Satellite Applications –
Physics + Astronomical Technology
Recent Deimos ‘downstream’ candidates
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10. CropID – low cost crop classification
10All Rights Reserved. No part of this document may be reproduced, stored, or transmitted, without the prior written permission of DEIMOS Space SLU (Photos ESA, Eumetsat)
• Start with database of field boundaries from the Rural Payments Agency
• Accurately geolocate low-cost satellite images from Deimos-1
• Apply software algorithms using a machine learning approach to identify
the crop in each field
• Deliver a map of UK vegetable crops for AHDB Horticulture
11. CropForecast – improving potato late blight forecasting
for potato growers
11All Rights Reserved. No part of this document may be reproduced, stored, or transmitted, without the prior written permission of DEIMOS Space SLU (Photos ESA, Eumetsat)11
• Creating microclimate models for
temperature and humidity at a field scale
using:
• Analysing the contemporary pathogen
population by running field trials to
accurately define the likelihood of infection
across a range of environmental conditions
• The Microclimate modelling prototype can:
• Soil Essentials provide a premium blight
warning service to potato growers
Weather data
Met Office
Elevation
data
Ordnance
Survey
Satellite
Imagery
Deimos/
MODIS/ Landsat
Run a global
weather model
Run a weather
prediction model to
simulate regional
weather
conditions
Run a
microclimate
model on the
fields that fall into
risky areas
Return the output
as a web map
12. SAFIY overview
• Smart Application for Feature extraction & 3D modelling using high-
resolution satellite Imagery
• Using Dubaisat-2 and Deimos-2 images
• Satellite data processing using advanced computer vision algorithms
• The system automatically generates vector data for new or changed
urban features
12
13. Sitemap - interactive web maps based on Deimos 2
imagery
• Deimos 2 data is used to support the production of customised
digital web maps e.g. Harwell campus
• Web maps are based on the CartoDB platform
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14. Degree(s) + work experience
- software development skills are important
Languages - ¿hablas español?, parlez-vous français?, العربية؟ تتحدث هل
Team work – you will be part of a team
Project Management – you need to manage your work (and other
people’s work)
Communication/ Presentation skills – you need to be able to tell
people about your work
Finance – you need to be aware of the business impact of your work
What makes you an attractive candidate for jobs
in the downstream satellite sector?
14All Rights Reserved. No part of this document may be reproduced, stored, or transmitted, without the prior written permission of DEIMOS Space UK
15. 1. The downstream satellite
applications sector is growing
2. A wide variety of jobs are
available
3. You don’t need to be a Physics
graduate
Summary
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