News

Miina Rautiainen’s forest images are taken from a height of hundreds of kilometres

As a professor of remote sensing, she develops methods that are needed in areas such as climate change research.
Professor Miina Rautiainen

Professor Miina Rautiainen, what do you research and why?

The field of my professorship is remote sensing, which means the measurement of distant phenomena by making use of electromagnetic radiation. In practice, remote sensing involves examining the Earth using images taken by measurement devices attached to satellites. From these images, anyone would be able to recognise features such as houses and roads. We researchers do not look at the pictures themselves, however, but instead analyse the layers that the images are comprised of. These layers correspond to different wavelengths.

I have always been interested in vegetation and specifically in the remote sensing of forests. What interests me most about forests is the canopy, for which we are developing various methods to study its structure. The canopy is the most sensitive part of the forest, and it reacts the quickest to different kinds of stress factors such as drought and damage by insects. This is why the condition of the canopy is a more responsive indicator than the tree trunks when investigating sudden environmental changes.

How did you become a researcher?

I never had an actual plan to become a researcher. Good opportunities have come my way and I have grasped them. For me, as for many other researchers, the decisive time was when I was working on my master’s thesis. I got to participate in an interesting international project and I had a fantastic thesis advisor – that’s where the passion for research began.

What have been the highlights of your career?

It is always a great feeling when the work of one’s own research group gets published. Passing the peer review process is an indication of the quality of the work, and by being published the results are made available to everyone.

Because we are carrying out basic research, we don’t get user feedback – no one comes to us and says how great our product or application is. This is why the large grant received from the European Research Council was a real high point: a recognition that the research I have been doing for fifteen years is good and valuable.

What is required from a researcher?

One thing required of a researcher is, of course, curiosity. One must be careful and patient in one’s work, because it is rare that results are obtained quickly. A touch of impatience is also required, however, so that one doesn’t get stuck analysing the material forever but is instead able to get things done.

What do you expect from the future?

I hope that I can continue working on basic research. In the five-year ERC project which has just started, we are developing a new theory which will model the radiation reflected by forests in the same way that satellites measure this radiation. In this way, we can learn to understand how satellites measure signals – or don’t measure them – and develop methods for more precise assessments of forest resources.

In the short term, I am really looking forward to the field campaigns that are part of the project. As I’m normally just sitting in front of a computer, it feels good to sometimes get into the forest as well. We have test sites in Finland and central Europe where we measure the structure and spectral characteristics of the forests. We refer to these areas as ‘ground truth sites’, and we can use them to investigate how accurate satellite measurements of the forests are and thus improve the performance of the methods used.

International climate agreements require of countries very precise and up-to-date information about their forest resources. It isn’t possible, of course, to measure everything being based on ground, and this is why remote sensing is so important. In this area, Finland has traditionally had a positive attitude towards the technology, and for a long time already has been making use of remote sensing  in monitoring forests.

Miina Rautiainen and Aalto University’s other recently tenured professors will be sharing about their research at the Installation Talks event to be held on 30 January. We hope to see you there! More information here.

  • Published:
  • Updated:

Read more news

Group Picture
Cooperation Published:

DeployAI Partners Gather for Heart Beat Meeting in Helsinki

The European DeployAI project's partners gathered for the Heart Beat meeting hosted by Aalto University Executive Education in Helsinki.
Professori Maria Sammalkorpi
Research & Art Published:

Get to know us: Associate Professor Maria Sammalkorpi

Sammalkorpi received her doctorate from Helsinki University of Technology 2004. After her defence, she has worked as a researcher at the Universities of Princeton, Yale and Aalto.
AI applications
Research & Art Published:

Aalto computer scientists in ICML 2024

Computer scientists in ICML 2024
Photo: Tima Miroschnichenko, Pexels.
Press releases Published:

In low-hierarchy organisations, even key policy issues are discussed in Slack

In a recent study, Aalto University alumn Lauri Pietinalho, a visiting scholar at New York University's Stern School of Business, and Frank Martela, an assistant professor at Aalto University, investigated how low-hierarchy organisations deal with shared policies in confrontational situations and how authority functions within them.