Robohub.org
 

Keeping a robotic eye on pollution


by
19 November 2016



share this:

By Ethan Bilby.

Field robots and plane-based remote sensors can patrol the earth and the sky to monitor the gases that cause climate change. Standing on three large wheels that help it avoid getting stuck in the soil, the Field Flux robot is able to lower two sampling chambers held on large arms to test soils for tiny amounts of nitrous oxide (N2O).
Though carbon dioxide (CO2) is better known when it comes to climate change, N2O has a global warming potential that’s over 300 times higher. In other words, a single molecule of N2O is as damaging as 300 CO2 molecules.

‘One of the great difficulties in quantifying N2O emissions from agriculture is that it changes with a factor of 100 from one day to the next and one spot to another,’ said Professor Lars Bakken, from the Norwegian University of Life Sciences in Oslo. He is a microbial ecologist on the NORA project, which is working out ways to reduce N2O emissions from soils and developed the monitoring robot alongside Norwegian company Adigo. ‘This is actually the whole reason we made the field robot. If you want to quantify emissions from a field experiment you have to measure over and over and over in many plots,’ said Prof. Bakken.

The Field Flux prototype can measure the amount of the greenhouse gas nitrous oxide in agricultural fields. Image: NORA

The Field Flux prototype can measure the amount of the greenhouse gas nitrous oxide in agricultural fields. Image: NORA

Using the robot, a field that took 27 hours to test manually can be done in just one hour. Those measurements are crucial in controlling N2O as they could allow farmers to treat their soils where needed. The N2O is produced by some soil microorganisms during periods when the soil is not well aerated, for example during heavy rain, or when the soil is tightly packed. Those organisms, mostly bacteria, then use nitrogen oxides instead of oxygen for respiration. Several of those bacteria can respire N2O by using a very special enzyme, the N2O reductase. The researchers in the NORA project discovered that this enzyme is prevented from functioning correctly in acidic soils, and also when there isn’t enough copper present.

‘We looked at the biology of these organisms and how they regulate those processes that are responsible for N2O emissions,’ said Professor Åsa Frostegård, also a microbial ecologist at Norwegian University of Life Sciences, and the coordinator of the Marie Skłodowska-Curie Actions-funded project. ‘We see large differences in how different microbes do these things.’

Image: ADIGO

Image: ADIGO

Armed with that knowledge, it could be possible for farmers to reduce N2O pollution by changing the acidity or copper content in their soils. That could mean using so-called mafic rocks, minerals that are rich in iron and magnesium, to neutralise acid in the soil, instead of traditional liming, which can increase CO2.

Gazing at clouds

Monitoring particles once they get into the atmosphere, where they are known as aerosols, isn’t any easier. Researchers in the Marie Skłodowska-Curie Actions-funded ITaRS project, led out of the University of Cologne in Germany, are using remote aircraft-based sensors and ground-based measurements to get a handle on when clouds are likely to form or develop precipitation.

‘One of the major uncertainties in atmospheric models is how clouds interact with aerosols in the atmosphere. We don’t even know in detail how clouds are formed,’ said Dr Maria Barrera Verdejo, an ITaRs fellow working with lidars and microwave radiometers. To form, clouds need particles such as dust or pollen for water to condense around. Improving the precision of ground- and air-based measurements provides researchers with new data they can use to better understand atmospheric phenomena, for example how and under which conditions storms will develop. ‘My measurements can be used for something that is called data assimilation in weather forecasting. You feed in what the atmospheric state is, and the model calculates what is going to happen next,’ Dr Barrera said.

With the measurements deployed within the ITaRS project, researchers were able to answer some scientific questions related to the understanding of atmospheric events. For example, information about what humidity, pressure conditions and particle concentration are required for a cloud to start drizzling, was obtained thanks to passive microwave sensors combined with radar measurements.

That data provided by ITaRS not only improves our knowledge on the atmospheric behaviour, but also helps to reduce uncertainties on climate models, which translates to a better understanding of climate change.

This article was originally published by Horizon Magazine.


If you enjoyed this article, you may also want to read:

See all the latest robotics news on Robohub, or sign up for our weekly newsletter.



tags: , , , ,


Horizon Magazine brings you the latest news and features about thought-provoking science and innovative research projects funded by the EU.
Horizon Magazine brings you the latest news and features about thought-provoking science and innovative research projects funded by the EU.





Related posts :



Robot Talk Episode 133 – Creating sociable robot collaborators, with Heather Knight

  14 Nov 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Heather Knight from Oregon State University about applying methods from the performing arts to robotics.

CoRL2025 – RobustDexGrasp: dexterous robot hand grasping of nearly any object

  11 Nov 2025
A new reinforcement learning framework enables dexterous robot hands to grasp diverse objects with human-like robustness and adaptability—using only a single camera.

Robot Talk Episode 132 – Collaborating with industrial robots, with Anthony Jules

  07 Nov 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Anthony Jules from Robust.AI about their autonomous warehouse robots that work alongside humans.

Teaching robots to map large environments

  05 Nov 2025
A new approach could help a search-and-rescue robot navigate an unpredictable environment by rapidly generating an accurate map of its surroundings.

Robot Talk Episode 131 – Empowering game-changing robotics research, with Edith-Clare Hall

  31 Oct 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Edith-Clare Hall from the Advanced Research and Invention Agency about accelerating scientific and technological breakthroughs.

A flexible lens controlled by light-activated artificial muscles promises to let soft machines see

  30 Oct 2025
Researchers have designed an adaptive lens made of soft, light-responsive, tissue-like materials.

Social media round-up from #IROS2025

  27 Oct 2025
Take a look at what participants got up to at the IEEE/RSJ International Conference on Intelligent Robots and Systems.



 

Robohub is supported by:




Would you like to learn how to tell impactful stories about your robot or AI system?


scicomm
training the next generation of science communicators in robotics & AI


 












©2025.05 - Association for the Understanding of Artificial Intelligence