DHI GRAS looking for a new Space data engineer

DHI GRAS looking for a new Space Data Engineer

04 JANUARY 2021

Application Deadline:
31 January 2021

Expected start date::
ASAP

Country:
Denmark

City:
Hørsholm

Job type:
Software development and IT

Working hours:
Full-time

Contact person:
Jonas Blüthgen Sølvsteen
josl@dhigroup.com

Are you passionate about developing software to make data flow efficiently and reliably using newest technologies? Do you want to join us turning terabytes of satellite imagery into information through advanced and performance-optimized algorithms - daily?

At DHI GRAS, we connect Earth observations from space with people. We know satellites and how to refine and combine their data to bring out insights about environment, water, renewable energy, urban development and many more areas of our physical environment to the public and clients all over the world.

We are a young and international bunch of remote sensing experts, data scientists, software developers and project leaders, many with science background and all with curiosity to learn and make use of the ever-growing capabilities of satellites and newest technologies. We have 20 years of experience in our field and have been expanding rapidly in recent years.

With around 25 employees, DHI GRAS is at the same time a small and agile company and a global enterprise: We are the space-specialist daughter company of the larger and renowned engineering company DHI, that has offices all around the world. We are located at the group’s headquarters in Hørsholm and work closely together with our colleagues in Denmark and abroad to share knowledge, experience, and supporting functions.

See our projects to get a sense of what we do: www.dhi-gras.com/projects.

Responsibilities and challenges
The main responsibilities and challenges in the job are:

Join a small and dedicated team of five (and counting) frontend and backend developers
Develop and deploy data flow automation software to the cloud, while growing your knowledge and our capabilities
Collaborate closely with our remote sensing analysts to put their algorithms on compute-steroids
Design, deploy, and monitor data streams and APIs turning imagery into insight
Write clean and reusable code and strive for best practice and dev-friendliness
Build on and contribute to open source software and social codings
Take responsibility for our tech stack and a decisive role in shaping it
Keep progressing and learning through knowledge exchange and sparring across the global company

Qualifications and personal skills

Experienced or bright early-career
Experienced in working with performant data processing
Proficient in software development in Python (including Git/GitHub)
Tech-affine with a sense for strengths and weaknesses of software and systems
Unix-savvy, maybe used to Docker, too
Not averse to some ETL work and creative to automate it away
Used to relational databases like Postgres
Acquainted with deploying services in clouds like Azure, AWS, or GCP
Curious, self-driven, and a fast learner
Good at communicating and proficient in English

Advantageous skills

Experience with geospatial data, in particular raster data (maybe you know of GeoTIFF)
Understanding of data flow automation and orchestration software like Airflow, Prefect, Dask, Luigi, Celery
Acquaintance with Kubernetes and solid experience with Docker
Experience with distributed compute like Spark or Hadoop
Experience with CI/CD
Understanding of infrastructure and orchestration, e.g. with Terraform, Ansible, Puppet, Chef
Flair for light-weight deployment, dev-friendliness, low-maintenance

We offer

A versatile and challenging job with focus on developing and expanding your skills and growing together
A social and fun international working environment with innovative and dedicated colleagues, on Slack and in person
Experience to learn from in cloud-scale data processing, still a very open tech stack
Data you can relate to: beautiful maps of our physical environment
Work on projects that have an immediate positive impact on environment and people and get great exposure internationally (ESA, public agencies, UN, NGOs, renewable energy industry, agriculture, …)
Close interaction with our satellite data experts, developers, and project owners
Strong culture for feedback and recognition for your work
Nice office space and equipment in DHI’s newly built headquarters in green surroundings in Hørsholm
Delicious lunch prepared by our own kitchen, fruit, coffee and tea
Fun and varied company events like Friday bars, seasonal parties and outings (once Covid-safety allows)
A healthy work environment with room for family and social life
Remote work flexibility

Office location
Hørsholm, Denmark - 25 km north of Copenhagen.

Application / next step
Submit your application including CV by clicking the button below. Please tell us about your skills and about what motivates you to seek this position.

Deadline for application is 31 January 2021.

For further information please explore our website www.dhi-gras.com or contact the Head of Software and Technology - Jonas Sølvsteen at josl@dhigroup.com or + 45 4516 9479.

December 21, 2020December 21, 2020

2020 – The year in review as seen from space

2020 - The year in review as seen from space

21 DECEMBER 2020

As 2020 comes to an end, we reflect on a turbulent year where the world was turned upside down by the covid-19 pandemic, and we take this opportunity to express our deepest sympathy to all those affected. Despite the pandemic, satellites have continued their journey in space - untouched by the travel restrictions and social distancing on the ground - providing critical data and information to underpin key functions in both the public and private sector domains.

Like previous years, 2020 has seen an explosive growth and surge in the use and application of satellite data, and the covid pandemic has in many ways underlined the value of continuing to look to space for data to supplement or replace traditional data sources. This value of space data has been further emphasized for us this year, when we – as the first Danish company specializing in satellite data - won the ‘Gazelle’ business growth award by Børsen (The Danish equivalent of Financial Times). With this award, we end the year 2020 - where we also celebrated our 20-year anniversary - on an upbeat note.

Among our main achievements in 2020, we have:

launched a product suite ‘WindSight’ , building on the results of Innowind (an Innovation Fund Denmark partnership from 2017-2020 with VESTAS, Vattenfall, EMD and DTU), which includes 5 new high-quality and high-resolution data products to improve, and complement, existing data used in wind models;

launched Flood Metrics, a brand-new all-in-one interface for our state-of-the-art flood monitoring products, providing an easy and transparent platform to search, explore and request our operational flood products;

developed and delivered the world’s first high resolution mapping of global wetlands, using new automated methods and Sentinel satellite data. The product has since been integrated into the UN Environment Program sdg661.app, as a key component to support the monitoring of the earth's freshwater-related ecosystems;

continued operationalization and further development of the first nationwide operational agricultural monitoring service, specifically tailored to the monitoring needs of the EU’s CAP policy. The system was successfully implemented by the Danish Agricultural Agency (LBST) last year and 2020 marked the second year where the system has been used to underpin CAP monitoring in Denmark.

continued to explore new avenues of coupled EO and deep learning approaches for systematic and scalable change detection solutions and updating of national, regional and global data sets.

We thank all our clients, partners and collaborators for another great year in DHI GRAS and we look forward to continue our journey in 2021, where we will continue to push the boundaries of earth observation solutions to satisfy a growing global market.

December 17, 2020December 17, 2020

DHI GRAS part of a new partnership to promote satellite solutions in the Arctic

17 DECEMBER 2020

Promoting and developing novel satellite-based solutions and services to enhance maritime safety and environmental monitoring in the Arctic is an important part of our DNA, and our 20-year legacy. As part of our continuous and long-term commitment to enhance opportunities in the Arctic, making best use of satellite data, we are proud to be part of the newly established Danish Partnership for space in the Arctic ‘Kongeriget Danmarks Partnerskab for Rum i Arktis’.

Through this partnership - alongside 25 Danish, Faroese, and Greenlandic partners – we will build on our Arctic expertise by creating new avenues for space-based solutions and services in the Arctic, and bringing these services closer to the core stakeholders. This partnership underpins the long-term perspectives and potential of satellite data use in the Arctic, and it illustrates the reality of space-based solutions being the only option to consistently map and monitor the change and dynamics in the vast expanses of the Artic. With increasing commercial activity, the evident impacts of climate change and high geopolitical interest – this is more important than ever!

Within, and beyond, the framework of this partnership we are looking forward to continuing our committed journey in the Arctic, and we look forward to the opportunities and challenges ahead.

November 30, 2020December 1, 2020

WindSight – improving the accuracy of wind resource assessments through EO solutions

WINDSIGHT - IMPROVING THE ACCURACY OF WIND RESOURCE ASSESSMENTS THROUGH EO SOLUTIONS:

1 december 2020

Frictional forces due to land properties (such as terrain height and the physical structure of vegetation (height, density, etc.)) influence the strength and direction of the wind at the surface. Therefore, reliable, and timely data and information on such properties is critical, to accurately assess the availability of wind resources. However, assessments of wind energy resources is a highly complex and time consuming process – ultimately relying on consistent, accurate and timely models and input data. Yet, in many cases, especially in forested sites, surface data on roughness and forest height is inaccessible or simply not available and this may impact the ability of wind modelers to accurately assess wind resources.

Satellites provides new opportunities for characterizing surface properties and estimating surface roughness

The launch of many new satellite missions that routinely monitor land surfaces, combined with the latest advances in machine learning technology, has underpinned new ways to accurately and regularly map and monitor surface properties and surface roughness, thus addressing the existing data gap.

In this blog we will describe how we at DHI, together with the wind industry, has developed a new portfolio of surface roughness products, based on the latest satellite data and machine learning technology, and tested them for the wind community.

From explorative research to a mature and robust solution

In 2020, the 3 year long Innovation Fund Denmark project ‘Innowind’ by VESTAS, Vattenfall, EMD International A/S, the Technical University of Denmark (DTU) and DHI GRAS concluded.

This project examined the effect of using satellite-based input layers for flow modeling at the meso- and microscale and trialed these data layers at a selection of global sites, where ground truth observations were available and wind turbines are planned or in operation. Forested sites were particularly in focus, as they have the strongest impact on wind flow and represent 75% of new land-based wind energy developments. The chain of models for resource assessment was adapted to utilize novel satellite-based input layers.

Introducing WindSight

InnoWind progressed the assessment of wind energy resources by working with the EU/ESA Copernicus satellite data and products within aerodynamic flow models. Copernicus Global and pan-European products, describing vegetation properties such as forest type and density, was used in combination with digital elevation models to derive the surface drag force. This new approach could eliminate indirect and subjective assessments of surface properties and reduce the uncertainty modelled wind resources. Further, it provides a pathway to more accurate, automated and consistent assessments at different sites.

As a result of three years’ development efforts, a new satellite-based product portfolio entitled ‘WindSight’ was developed, aiming to improve the accuracy of wind resource assessments.

5 different products in one tailored data package

DHI WindSight includes 5 different high-quality and high-resolution data products on land cover, key forest characteristics, historical and future changes, topography and surface roughness – tailored for wind sites anywhere in the World.

1. Land Cover: The land cover product is generated in near real time using best in class satellite imagery to provide up-to-date, reliable and accurate information about land cover types, in grid sizes up to 10 meters
2. Forest products: Based on current or historical image analysis of high- satellite imagery, the forest products provide detailed insight on current and historical forest height and forest density in grid sizes of 20 meters.
3. Historical and future changes: Based on time-series analysis of high-resolution satellite imagery, the land change product provides information about past, current and future forest cover and site conditions.
4. Very high-resolution (VHR) elevation layers: The VHR elevation and topography data layers are provided in grid sizes down to 1 meter, comparable in quality to more expensive LIDAR based elevation models.
5. Surface roughness: Using state-of-the-art models, surface roughness data is generated through conversion of the forest density, land cover and forest height data products. These advanced roughness length layers are compatible as input for a wide range of softwares and modelling methods including windPRO, WaSP and CDF tools

How do we get the data out there? - still learning what the modelling community wants

We have now tested WindSight for almost 20 sites. The feedback we get from the modelling community is that the improved surface data layers from WindSight seem to decrease the cost of wind energy development by increasing the precision of assessment of wind resources and lowering uncertainty in the planning phase.

We thereby think WindSight will challenge current industry practice by a new approach where surface properties are derived directly from satellite-based map layers. This eliminates indirect and subjective assessment through field visits or interpretations of optical imagery (e.g. Google Earth).

This is all very good and a big step forward in providing more accurate base layers for wind modeling. But what does the wind modelling community think? We have talked to some companies but certainly not all. In order to get this technology further adopted by the modelling community we still struggle to understand what the global community needs when it comes to wind model input data. Some of the questions we need answers to are:

- Are LIDAR campaigns always required in forest areas and can WindSight replace LIDAR campaigns?
- Do wind modelers develop the surface roughness layers or forest height data from the LIDAR data or from other data types?
- How often do wind modellers need LIDAR data on forest heights and surface roughness?
- How frequent and fast would wind modelers mostly like to access the data?

To help us shape a product that best fits your needs and requirements, we hope that you will answer our short survey by clicking the button below.

WindSight user survey

Click Here

EOatDHI part of the DHI GROUP

gras@dhigroup.com
+45 4516 9100

Agern Alle 5,
2970 Hørsholm,
Denmark

CVR: 36466871

November 2, 2020November 2, 2020

Did you know that satellites provide a cost-efficient and effective tool to monitor water quality?

01 october 2020

Access to reliable and near real-time information on water quality, including on the location and concentration of algae blooms and sediment matter content, is critical to proactively manage risks and mitigate impacts from water related incidents such as algal blooms, red tides and sediment plumes.

Satellite-based remote sensing technology is the only practical and economical method to detect the quality of marine environments, as well as remote and large inland waters, where frequent in situ sampling is impossible.

We have a legacy of providing first class water quality assessments using advanced satellite image analysis and state-of-the-art algorithms to produce accurate and seamless maps on parameters such as chlorophyll concentrations (a direct proxy phytoplankton biomass) and suspended matter content. These maps enable assessments of the current and historic state of the water quality and its variability in space and time, which is key for impact assessments, early warnings, environmental monitoring, water resource management as well as SDG indicator reporting.

For more information about our water quality products, click below.

Examples of images from water quality program.

October 23, 2020October 29, 2020

A Gazelle observed from space – DHI GRAS awarded business growth award from Børsen

23 OCTOBER 2020

We are proud to announce that DHI GRAS has received Børsen’s Gazelle prize 2020, in recognition of our continuous growth and development.

Each year, since 1995, Børsen has identified Denmark’s growth elite, and over time the gazelle has become part of the Danish language as a synonym for growth businesses. In short, a Gazelle is a business which has ’achieved a continuous growth in revenue for the last four financial years, and which has, in total, more than doubled the revenue in the period’.

First and foremost, the Gazelle prize reflects the dedicated efforts and hard work of our growing team, whose commitment to innovation and excellence defines our achievements of success. It is through their curiosity, creativity, and willingness to challenge status quo that we continuously transcend the limits of space data, by creating new products and services that creates real and positive impact on the ground.

However, our sustained growth is also a testimony to the maturity and value of the space sector and earth observation, which from its infancy, in the early days of DHI GRAS, 20 years ago, has developed from a niche to a mainstream technology. This transformation is not least facilitated through the deployment of increasingly more satellites in recent years, which has made earth observation data more accessible, affordable, and more usable than ever before. This foundation will only grow bigger, and so will the relevance and opportunities provided by the space sector and downstream service providers, such as DHI GRAS.

As a new Gazelle, DHI GRAS is experiencing a surge in our activities. New innovative products are created, new partnerships have been formed and new customers gained. We are excited about the future of DHI GRAS and have already set our target towards next year’s Gazelle award. We are ready to continue to drive change and innovation in earth observation!

Winning the Gazelle price is a tangible evidence of the growth and success of DHI GRAS - and we are extremely delighted to receive this award. It’s a testimony to the fact that the work we do creates real value and positive impact for our customers and clients. However, it goes without saying, that no company can grow in the long run without energized and passionate employees who believes in the mission and understand how to achieve it. So, while this award is an indicator of our financial growth, it’s a manifestation of the collective efforts of our fantastic team and I am very excited to share this award with them.

Rasmus Borgstrøm

Managing Director

October 6, 2020October 6, 2020

Our beautiful planet as seen from space – how satellites help monitor earth’s vital signs

Our beautiful planet as seen from space - how satellites help monitor earth's vital signs

15 SEPTEMBER 2020

From natural disasters to a global pandemic, 2020 has been marked in history as a year of global extremes.

Let’s take a moment to distance ourselves from negative news and showcase the beauty and diversity of our planet, as seen from space.

‘Day-and-night, the entirety of our planet is surveyed by an ever-increasing number of Earth observation satellites that capture the astonishing beauty and dynamics of our planet. In DHI GRAS we get to appreciate this beauty daily, and today we want to share our world with you.

A satellite image is worth a thousand words. While the images below show the magnificence of our planet, they also contain critical data that can be used to synoptically map and monitor it's pulse.

A growing variety of sensor types and capabilities, as well as novel analytics tools and data processing techniques, have propelled satellite-based Earth observation into a new era.

The images below contains modified Copernicus Sentinel data [2020] Image credits European Space Agency - ESA

October 6, 2020October 23, 2020

Earth observation – the new frontier in coastal resilience planning

Earth observation - the new frontier in coastal resilience planning

06 AUGUST 2020

Healthy oceans and well-managed coastlines are key in ensuring that island and coastal communities are resilient to climate change impacts.

For agile and spatially-distributed response, data about changes, trends and environmental status in coastal areas is critical. However, comprehensive assessments of coastal zones are costly, complex and cumbersome to carry out.

Now you can take advantage of the latest satellite technology and machine learning algorithms to meet your monitoring needs – at a low cost.

To support coastal resilience planning, we provide:

✔️Up-to-date data on coastline positions & assessments of erosion/accretion over time (Click here to learn more about our coastline mapping solution)

✔️Mapping & monitoring of the dynamics of submerged aquatic vegetation (Click here to learn more about our submerged aquatic vegetation solution)

✔️Mapping of land cover/land use in high spatiotemporal resolution (Click here to learn more about our land cover mapping solution)

✔️Near real-time mapping of flood extent & frequency (Click here to learn more about Flood Metrics)

✔️Near real-time monitoring of water quality & suspended sediment (Click here to learn more about our water quality solution)

✔️Up-to-date bathymetry in shallow waters in resolutions from 2-30 m (Click here to learn more about our satellite-derived bathymetry solution)

✔️The latest Very High Resolution (VHR) satellite imagery covering your project area (Click here to learn more about satellite imagery and acquisition prices)

EOatDHI part of the DHI GROUP

gras@dhigroup.com
+45 4516 9100

Agern Alle 5,
2970 Hørsholm,
Denmark

CVR: 36466871

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Posted on July 20, 2020November 6, 2020
WorldWater – Surface Water Dynamics

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WorldWater

Delivering earth observation (EO) solutions to empower national and regional stakeholders with the data and tools required to monitor and report on inland water resources in an independent manner using EO technology.

Why is it important?

Water is essential for life on Earth and a critical natural resource that underpins all social and economic activity. During the last century, water consumption has increased twice as fast as the world’s population, and today water scarcity affects more than 40 percent of people globally – a disturbing figure which is expected to rise if we do not change our habits and respond to climate change and future global warming. The need for proper and timely information on water (non-) availability is a critical requirement for water management activities.

The WorldWater - Surface Water Dynamics project aim to address the needs of authorities, at all levels, by developing EO tools and products to improve the ability of national and regional stakeholders to monitor the world’s inland water resources in both extent and volume.

Project highlights:

Developing robust and operational EO methods and tools for surface water dynamics monitoring, applicable at a global scale.

Integrating EO products and tools in a data analytics platform to foster the wider usage of EO data and surface water dynamics products for country and basin scale water resource monitoring and reporting

Building national capacities to better monitor and report on water resources using EO through user workshops, training courses and awareness events.

In more detail..

The dedicated goal on water in the 2030 agenda for sustainable development has brought a spotlight to water policy at global level and in national planning and representing a clear indication that countries worldwide recognises the ‘water crisis’, which has consistently been ranked by the World Economic Forum as one of the threats with the highest potential impact and likelihood. In fact, reality may have turned out faster than anticipated. Population growth, socioeconomic development and urbanization are all contributing to increased water demand, while climate change induced impacts on precipitation patterns and temperature extremes further exacerbate water resource availability and predictability. The Sustainable Development Goals (SDGs), especially the goal on ‘clean water for all’ (SDG 6) and the ‘climate action goal’ (SDG 13) therefore need all the attention they can get to avoid an accelerating ‘water crisis’ towards 2030.

The use of EO data for monitoring water resources is increasingly being recognized and accepted as a viable source of information for practitioners and decision-makers. Through the lens of Sustainable Development Goal (SDG) 6 and specific use case studies, the WorldWater - Surface Water Dynamics project will demonstrate how global coverage EO data can be used to systematically and accurately measure inland surface water resources. It will complement existing EO initiatives and projects (e.g. Global Surface Water Explore and the Copernicus global land services) by further developing EO tools and products to effectively use the most up to date, open and free satellite data, primarily from the Sentinel missions, for improved monitoring of the world’s inland water resources.

The project aim to enable national authorities and river basin organizations to apply EO data to independently monitor surface water dynamics at all scales in a robust way - thereby providing them with essential information for more evidence-based planning and management of water resources and an ability to efficiently report and act in response to the global water agenda.

DHI GRAS leads WorldWater in a consortium that also includes GeoVille GmbH (Austria), GISAT (Czech Republic), GRID-Arendal (Norway) and the technical university of Denmark (DTU).

European Space Agency:

The European Space Agency (ESA) is the European space programme and its mission is to explore Earth, its immediate space environment, our Solar System and the Universe.

ESA also works closely with space organisations outside Europe to develop satellite-based technologies and services, and to promote European industries.

EOatDHI part of the DHI GROUP

gras@dhigroup.com
+45 4516 9100

Agern Alle 5,
2970 Hørsholm,
Denmark

CVR: 36466871

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Posted on July 20, 2020October 6, 2020
Releasing Flood Metrics – High-quality and cost-efficient information for your flood monitoring needs

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Flood Metrics - Introducing our new all-in-one interface for our satellite-based flood monitoring products:

20 July 2020

Flooding’s are one of the most common and devastating types of natural disasters – causing significant social, economic and environmental consequences. The impacts of these events are often exacerbated by lacking data and information to support informed emergency response and flood protection measures.

New satellite data, novel image processing methods and state-of-art machine learning algorithms have propelled satellite-based flood mapping into a new era, providing a time-critical resource to address this data gap, as a fast, efficient and accurate tool for mapping water on terrain and flooded areas.

Our novel image processing methods, advanced machine learning algorithms and automated processing workflows of best in class satellite imagery has fueled a new generation of low-cost operational flood monitoring products to provide timely, accurate and reliable data on flooding events.

Our new Flood Metrics portal provides an all-in-one interface to this state-of-the-art product line, allowing users to search, explore and receive instant price ranges for 3 different products (Flood extent, Digital Elevation Models and Flood frequency).

Visit floodmetrics.dhigroup.com/home for more information or click the button below to access Flood Metrics directly.

Access Flood Metrics

EOatDHI part of the DHI GROUP

gras@dhigroup.com
+45 4516 9100

Agern Alle 5,
2970 Hørsholm,
Denmark

CVR: 36466871

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