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Play the Green Energy Consumption game

By Kanae Matsui – Participant in the IIASA Young Scientists Summer Program (YSSP) 2013

ImageAs part of my YSSP project for summer 2013, I developed a Web site to study consumer behaviors towards electricity market liberalization to the residential side. This liberalization means that consumers can select an energy company that has different portfolios of energy supply. It has been introduced in many countries, including the US, Austria, and Germany.

The Web site, called Green Energy Consumption, is a simulated world of liberalized electricity markets—a game—that lets people make choices about their energy consumption, choosing between different providers with different mixes of energy coming from renewable and fossil fuel sources.

The goal of this study is to find out how people make choices about energy, and what it takes to change people’s energy consumption behavior. A game like this could be used in countries where the policy has not been introduced to analyze whether or not a policy would work before introducing it.

green-energy-webNow that we have developed the prototype Web site, we will analyze the simulation’s influence, using questionnaires for the simulation’s participants comparing the pre-and post-gaming experience.

What you can do with this website?
1) You can simulate your energy costs and see how much CO₂ is emitted based on your decision.
2) Your decision making under a liberalized electricity market and your understanding of the consequences of your decisions with respect to costs and CO₂ emissions will be supported.

Please help me out with my research by taking a few minutes to play the Green Energy Consumption game!

http://greenenergyconsumption.com/

Kanae Matsui is a PhD student at the Graduate school of Media Design, Keio University in Japan. Her main research interest is information visualization for human behavior modification.

Note: This article gives the views of the author, and not the position of the Nexus blog, nor of the International Institute for Applied Systems Analysis. 

Interview: Where does biodiversity come from?

A new study by researchers from McGill University and IIASA provides insight into how environments promote biodiversity. McGill University evolutionary biologist Ben Haller, who led the study, started the work as part of IIASA’s Young Scientists Summer Program in 2010. In this interview he talks about his new study and his continued collaboration with IIASA.

Ben Haller

Ben Haller

Nexus: What was the broad question you were trying to answer in this work?
Ben Haller: We are interested in the origins of biodiversity.  The world contains quite a large number of different species.  There are about 400,000 different known species of beetles alone.  And beyond beetles, of course, the world is full of different kinds of plants and animals and fungi and bacteria and so forth.

Perhaps the central question of evolutionary biology is what led to all this biodiversity.  Although Darwin supplied the biggest piece of the puzzle with his theory of evolution by natural selection, there is still much left that we don’t understand about the origin of species.

More specifically, our question was how variation in the environment might generate biodiversity.  Landscapes vary in temperature, in elevation, in rainfall, and in all sorts of other environmental variables.  Environments vary biotically, too; some forests are dominated by conifers, while other forests are dominated by deciduous trees, for example, and that creates very different environments for all of the birds and mammals and insects and so forth that live in those forests.  We know that this environmental variation promotes biodiversity; organisms in different environments will evolve to “fit” the environment they are in, and this can lead to the development of new species.

Previous theoretical models have simulated this process.  Simulated organisms would be placed into a simulated environment that had some sort of variation in it, and the simulated organisms would evolve divergently and become different species.  But these models only looked at extremely simple, artificial environments.  We wanted to look at more realistic environments, with more random variation in environmental conditions, to see whether a sort of patchy quilt of different environments across a landscape had a different effect on biodiversity than the simple forms of variation used in earlier models.

In your paper you found something called a “refugium effect.” What do you mean by that?
We found that complex environmental variation promotes the creation of new biodiversity, through a phenomenon that we have called the “refugium effect”. A refugium is a place of refuge.

Imagine the sort of simple environment that has been studied before, with a smooth, continuous gradient from environment type A to environment type B.  Maybe a gradient in elevation, for example; our model does not make any assumption about what aspect of the environment is varying, but we can think of it as elevation.  If a species is adapted to a particular elevation in this environment, it can be hard for that species to move around in the landscape.  It lives at its optimal elevation, and if it ventures outside of that zone, it encounters conditions that it is not well-adapted to, and it has trouble establishing new populations and colonizing the landscape.  As a result, that species might never diversify into other species adapted to other elevations.

Now imagine a landscape with a more complex topographic profile, with high points and low points scattered somewhat randomly across the landscape.  That’s the sort of environmental variation that we modeled in this study.  A species adapted to a particular elevation can find spots that have that elevation in many places in the landscape.  These are refugia.  The species can immediately disperse into those refugia and establish new colonies.  Those colonies will be largely isolated from each other, however, due to their geographic separation, so they can follow independent evolutionary trajectories.  And importantly, the refuge provided by a refugium is limited, because the refugium is surrounded by different habitat; land at a different elevation, here.  A population might scrape out a living in a small refugium, but many of its offspring are going to end up in that surrounding environment, and so there will be a strong pressure to become better-adapted to that surrounding environment.  While the refugium provides an initial foothold, in other words, the pressure is ultimately to leave the refugium and become adapted to the surrounding conditions.  And when that happens, a new ecotype, or perhaps a new species, has been created.

You created a model of an environment in order to investigate how complexity can affect biodiversity. What kind of environment does your model represent and what kinds of organisms live there?
Well, it’s really fairly abstract.  While we’re trying to bring our model closer to the real world, I don’t want to give the impression that we are simulating anything like real environments and real organisms.  In our model, the environment varies in just a single characteristic, and the pattern of variation, while relatively complex, is still much simpler than the variation in the real world.  Similarly, the organisms in our model vary in just a single trait, corresponding to the single axis of variation in the environment.

At present our model is also of asexual organisms that disperse at birth; this is similar to many plants, for example, but is less applicable to most animals.  The model is never going to be a sort of hyper-realistic model of real-world environments and organisms; that would not actually be desirable, as it would then be just as impossible to analyze and understand as the real world is!

The power of theoretical work is that you can distill a real-world question down into a very simple, abstract form and get a very simple, abstract answer, uncluttered by all of the complications that exist in the real world.  At the same time, though, the specific things I’ve just mentioned are things we’d like to work on next: looking at landscapes and organisms that vary in more ways than one, and looking at sexual organisms with perhaps more animal-like movement behaviors.

Besides the refugium effect, were there other new findings from the study?
We also showed that environmental variation is a bit like the story of Goldilocks and the Three Bears; for promoting biodiversity, you can have too little variation (which doesn’t promote diversification), or too much variation (which makes it too difficult to diversify), or the variation can be “just right”.  That had been shown before for very simple environments, but we generalized that result to a broader class of landscapes and variation, which is an important result.

And finally, we showed that the spatial scale of environmental variation is important to diversification.  Imagine a landscape with very fine-grained variation, and a species with a very long dispersal distance.  The species will not be able to adapt to fit different local conditions, because it doesn’t “fit into” any one local patch in the environment.  Now imagine a landscape with broad-scale variation, continent-scale variation perhaps, and a species with a much shorter dispersal distance.  Now whole populations of the species will “fit into” different local patches with different local conditions, and so those populations will diverge and become different ecotypes or different species.

Three views of one run of the model: Left: a complex landscape, generated by a method described in the paper. Center: A population of organisms that have adapted to local conditions in the environment. Right: The evolutionary history of the population depicted in the center panel, with time proceeding from left to right and phenotype shown on the y-axis.

Three views of one run of the model: Left: a complex landscape, generated by a method described in the paper. Center: A population of organisms that have adapted to local conditions in the environment. Right: The evolutionary history of the population depicted in the center panel, with time proceeding from left to right and phenotype shown on the y-axis.

How does this research apply to the real world?
I think it’s important in two ways. First it’s very important that we work to conserve the biodiversity that exists today, and it’s very hard to conserve something that you don’t even understand.  Humans are presently causing a vast wave of extinction around the planet, because of activities from deforestation and climate change to overfishing and industrial agriculture.  We would like to find ways to moderate those negative effects on the biosphere; but to do that, we need to really understand how the biosphere works and how it responds to our actions.  Our study is a very small piece in that puzzle.

The other way is more speculative but perhaps more direct.  Our model is a model of how environmental variation promotes biodiversity.  It is also possible, however, that the factors that we have found are important for maintaining biodiversity, as well as for producing it.  If we homogenize the environment, as humans often do – think of cutting down rainforest to make soybean plantations, or draining wetlands to make cities, for example – we might be removing the environmental variation that maintains existing biodiversity.  It’s not a new idea from an ecological perspective, but I think it’s a fairly new idea from the evolutionary perspective.  Even if a species can persist in an ecological sense – even if it has sufficient habitat left to survive – it might not persist for evolutionary reasons.

We tried hard to connect our research to the real world, to make it concrete and testable.  In particular, although we used simulated landscapes in our model, we measured their characteristics using metrics that could equally well be applied to real-world landscapes.  So when our results indicate that refugia have such-and-such a quantitative effect in promoting biodiversity in a landscape, that result is expressed in a way that field biologists could go out and test, or perhaps laboratory biologists could test using an experimental system like bacteria or yeast.  We’d very much like to see our theoretical results tested empirically; that back-and-forth between theory and experiment is at the heart of science.

You started this work as part of IIASA’s Young Scientists Summer Program. How has that experience influenced your research?
For one thing, it brought me into contact with my collaborators on this research, Ulf Dieckmann and Rupert Mazzucco.  I have learned an enormous amount from them, and their ideas have profoundly influenced my scientific trajectory.  This was particularly important for me because my PhD supervisor is primarily a field biologist, not a theorist.  Working with Dr. Dieckmann and Dr. Mazzucco in the YSSP gave me experience in working in a more theory-focused environment, and that was very important for my development during my PhD.

Another thing is that the YSSP has opened up international collaboration for me in a way that would not otherwise have been likely to happen.  I’m American, and it can be hard to get funding to go to conferences and initiate collaborations with scientists “across the pond”.  The YSSP, and the funding I received for it from the National Academy of Sciences, let me break through that barrier.  Now, in addition to ongoing work with Dr. Dieckmann and Dr. Mazzucco, I am also involved in research with a group in Zurich, and I have made connections with scientists in Sweden, Japan, Finland, France, South Africa, Germany, Hungary, Greece, the Netherlands, and on and on.  The YSSP is wonderfully international, and so it is a great way to break into the international community of science.  That’s an immensely valuable thing, since the cross-fertilization of ideas from different perspectives drive our thinking forward.

It has also advanced my career in very concrete ways.  As a result of my YSSP project, I ended up with a publication in a major journal, a chapter in my PhD thesis, and a possible place for a postdoc down the road, and famous scientists from whom I can get recommendations when I start looking for a tenure-track job.

But most importantly, I would say that participating in the YSSP made me think about my research in a much broader context than I otherwise would have.  In the YSSP, I was surrounded by fellow graduate students who were not evolutionary biologists, but rather were researching issues of land use and politics and global hunger and sustainability and climate change and deforestation and nuclear disarmament and all of the other things that IIASA works on.  That experience really encouraged me to think about how my work in evolutionary biology connects to all of those other things.  It promoted a big-picture perspective, an interdisciplinary outlook that has stayed with me.

Read more about this work on the IIASA Web site and on the Eco-Evo, Evo-Eco Blog.

Note: This article gives the views of the interviewee, and not the position of the Nexus blog, nor of the International Institute for Applied Systems Analysis.

Inside the Alpbach Forum

By Pavel Kabat, IIASA Director and Chief Executive Officer

This year is my second participating in the world-renowned Alpbach Forum. Last year I was invited to contribute to the Technology Forum and participated in breakout sessions with Karlheinz Töchterle, Austria’s Federal Minister for Science and Research. Although I was only in Alpbach for 3 days last year, there was a lot happening and it was clear that this was a unique forum, bringing together some of the world’s greatest thinkers across a wide range of fields.

Pavel Kabat at Alpbach Forum

During the breakout session on 26 August, I had the chance to discuss green growth with people from around the world. Image courtesy EFA

When I first met with the new European Forum Alpbach President, Franz Fischler, prior to the IIASA Conference last October, it became immediately clear that our attitudes towards the planet and life were very compatible. We very quickly found common ground, which has developed into a positive official collaboration between IIASA and EFA. Fundamentally the principles of European Forum Alpbach and IIASA are very similar. IIASA was established in 1972 to try and unite Europe after the Cold War, while the very first Alpbach Forum took place in 1945, immediately after WWII. This was an extremely courageous move, especially in Austria at that time. The forum was set up with the motive to build bridges by peaceful dialogue, and to get political leaders involved in that dialogue. IIASA had a similar role 20 years later, when Lyndon Johnson pursued JFK’s idea to create a bridge between East and West, using science policy to reach across boundaries.

Partners for a global transformation

EFA and IIASA have now embarked on a new partnership. Like any new relationship it has started with ambitious goals. Yet we have also clearly defined those ambitions. EFA and IIASA share a vision on the global transformation—one that leads to a more sustainable, equitable and livable planet. We agree that there is not only a need for new partnerships, but also that that this transformation requires vision and leadership.  Fischler and I both believe that this will not come from one country, government, business, or individual. We also agree that the steps that need to be taken for this global transition must come from the combined wisdom of academia, business, governments, civil society, and culture.

Our first combined project is also our most ambitious:  to establish, with the support of some of the most prominent world leaders from these sectors, a new global think tank, details of which will be announced later this week.

Most importantly for the global transformation, I believe we need a change in narrative. The existing narratives on the Sustainable Development Goals, how to manage the resource crisis, the governance crisis, and the social crisis all need to be transformed into positive discussions. They need to be narratives of hope and of a positive future.  This will not be an easy challenge.

Highlights from Alpbach

IIASA has been extremely privileged to take part in Alpbach this year.  At the end of the forum I took part in discussions with European Commission President Jose Barroso, Heinz Fischer (President of Austria), Kandeh K. Yumkella (Chair of UN Energy), Habbib Haddad (CEO of WAMDA), Jakaya Kikwete (President of the United Republic of Tanzania), and IPCC Chair and Nobel Prize Laureate Rajendra Pachauri. We had a big obligation and responsibility to make concrete specific steps on what was agreed, and I am happy to have been able to contribute where both IIASA’s and my research can be of service.

Although I have been privileged to meet many leaders this week, I’d like to mention just two in this small space. First, I am grateful to my colleague and friend Jeff Sachs, who participated with me in a number of discussions this week, for his continued support of IIASA. I agree fully with him that to establish a global knowledge network, and to work on changing the narratives about transformation, we need a goal.  Second I was privileged to meet Erhard Busek, former Austrian science minister from 1989 to 1994, a time when Europe was uniting and therefore IIASA’s entire future was in question. His involvement with IIASA during that time helped shape the Institute’s future course, leading to today’s role as a globally recognized science and policy bridge-builder.

village of alpbach in tyrol

The Alpbach forum brings an amazing array of leaders and thinkers to a tiny town in the Tyrolean Alps for weeks of discussion and ideas. It was a privilege to take part. Image courtesy EFA

The Southern African YSSP: My experience

By Valentina Prado, PhD student at Arizona State University, SA-YSSP participant 2012-2013 @ValentinaASU

Valentina Prado

Enjoying the landscape around Bloemfontein.

I am a PhD student in Sustainable Engineering at Arizona State University (ASU). I was born in Cali, Colombia, and when I was in high school, my family immigrated to Canada seeking educational opportunities for me and my sister.  I did my last two years of high school in British Columbia, Canada and my undergraduate degree at Jackson State University (JSU) in Mississippi, USA (where I earned a tennis athletic scholarship).

After a degree in Civil Engineering at JSU, I decided to pursue a graduate engineering degree with an environmental sustainability focus. So, in the fall of 2010, I joined Dr. Thomas P. Seager’s research group to study decision analysis methods for environmental management problems.

The SA-YSSP program

When I found out about the Southern African Young Scientists Summer Program (SA-YSSP), it seemed too good to be true. I was immediately drawn by the project involving Multi-Criteria Decision Analysis (MCDA) tools because I apply these tools in my PhD thesis and I was familiar with the work from the SA-YSSP supervisors: Prof. Theodor Stewart from the University of Cape Town, Prof. Detlof von Winterfeldt from University of Southern California and Dr. Marek Makowski from IIASA. I even had one of their books on my desk when reading the call for applicants. The timing of the program was tough because of the academic schedule, but my graduate committee at ASU encouraged me to apply and worry about the logistics later. In fact, when it was time for the logistics, there was no time to worry- everything had to be quick! All of a sudden I was on my way from Phoenix to Bloemfontein, South Africa.

valentina prado and sa-yssp participants

Here’s a group picture from the SA-YSSP. I’m in yellow.

My project in the SA-YSSP evaluates environmental, social, and economic aspects of possible energy pathways in South Africa using MCDA tools—which allow us look for solutions to complex problems with many trade-offs. For this project, we focused on a period of energy transition in South Africa where natural gas is a key player. We used these tools to examine how thermo-electric power is produced in South Africa, and how different generation technologies perform economically, environmentally, and socially. For each energy pathway, we take into account environmental impacts concerning water and air quality, social impacts such as job creation and cost of production. We have already submitted our findings for publication.

In all, participating in SA YSSP was outside of anything I could have ever imagined – it was one of the most amazing and productive experiences of my life! I got to travel to a place that otherwise I would have not gone, I got to work on a really cool project with renowned people in the field, and I got to meet wonderful young scientists from all over the world.   I also learned more about the IIASA community and discovered that it is something that I will consider taking part during my doctorate or after. In addition, the people at University of the Free State took good care of us. It was 3 unbelievable months where I celebrated my birthday with friends from over 10 different countries and felt at home, learned about South Africa’s history, saw a penguin, ran a 5km race, ate bobotie, and got to pet 2-week old baby lions. All in three months. Amazing.  I feel incredibly fortunate to have participated in the SA YSSP program.

I never thought I would get to travel and meet so many wonderful people with my research. I also don’t think my parents ever considered the educational opportunities in South Africa when they immigrated to Canada! Coming from Colombia, South Africa is not a place you typically visit, or stay for three months (unless you are Shakira).  In all, I would like to thank all the sponsor organizations and staff for organizing the SA YSSP program, and allowing me the opportunity to participate.

Editor’s Note:

Applications for the 2013-2014 SA-YSSP have been extended to the 16th of September. Please visit the IIASA Web site for more information: http://www.iiasa.ac.at/web/home/education/sa-yssp/About-the-Program.en.html

Note: This article gives the views of the author, and not the position of the Nexus blog, nor of the International Institute for Applied Systems Analysis. 

Mapping the world with crowdsourcing

By Linda See, Research Scholar, IIASA Ecosystems Services and Management Program

Humans have a long history of map-making that can be traced back to cave paintings older than 20,000 years, and detailed maps made by the ancient Romans, Greeks, and Chinese. These maps tell the story of exploration and changing borders of states, countries, and populations.

image of geo-wiki interface

This screenshot shows our Geo-Wiki tool for collecting data from the crowd.

Until recently, military and government mapping agencies have been entirely in control of mapping, but this is changing. The rise of neogeography and user-generated geo-referenced content online has led to a new generation of community-based maps such as OpenStreetMap. Enabled by interactive web technology (Web 2.0) and the GPS in mobile phones, people are now mapping different aspects of the Earth’s surface through crowdsourcing. This new model has proved its worth in cases like the post-disaster recovery, e.g. the devastating earthquake in Haiti.

The trouble with maps
Even in this age of satellites and space technology, it is far from easy to generate good automated representations of the Earth’s surface. While satellite imagery has allowed us to create global maps of land cover—the various materials such as grass, trees, water, and cities that cover the Earth’s surface—at various resolutions from 10 km to 30 m, there are two main problems with all the different products that are now currently available. The first is that these products have accuracies that are only between 65 to 75%. Secondly, when they are compared with one another, there are large spatial disagreements between them. If you are a user of these products, which one should you choose? How can you trust any one of these products when they have uncertainties as large as 25 to 35%? And more importantly, without good baseline information about the Earth’s land cover, such as the amount of forest or cropland, how can we possibly predict what will happen in the future?

The Geo-Wiki Project
Our Geo-Wiki project aims to solve this problem through crowdsourcing. With open access to satellite imagery through Google Earth and Bing Maps, citizens and interested experts can help us better characterize land cover, to correct existing land cover maps or build new ones. Geo-Wiki is a simple set of tools to sample the Earth’s surface, which allows a network of Geo-Wiki volunteers to tell us what type of land cover is visible from Google Earth or Bing Maps.

Map of ethiopia showing cropland

This map of cropland in Ethiopia was created from crowd-sourced data.

One example of our crowd-sourcing campaigns was focused on mapping cropland in Ethiopia. Over a three week period, we collected more than 80,000 samples across the country, roughly 5% of the area of Ethiopia. Using simple interpolation, we have demonstrated that a cropland map of Ethiopia, a key type of land cover, can be created very easily, with just a small crowd of volunteers. We validated the map using an official validation data set from the GOFC/GOLD reference portal as well as other crowdsourced data collected through Geo-Wiki. The results of this study showed that the map is considerably more accurate than global land cover maps for Ethiopia when considering only cropland. You can find more details about this research at:

See, L. McCallum, I., Fritz, S., Perger, C., Kraxner, F., Obersteiner, M., Deka Baruah, U., Mili, N. and Ram Kalita, N. 2013. Mapping Cropland in Ethiopia using Crowdsourcing. International Journal of Geosciences, 4(6A1), 6-13 http://dx.doi.org/10.4236/ijg.2013.46A1002.

Get involved
The Ethiopian example is just the tip of the mapping iceberg. As more citizens get involved in mapping land cover online—for example with our Geo-Wiki Pictures app, we could revolutionize land cover mapping in the future.

If you are interested in helping us improve land cover, register at http://www.geo-wiki.org or find us on Facebook  to join our crowdsourcing network and learn more about upcoming crowdsourcing campaigns.

Note: This article gives the views of the author, and not the position of the Nexus blog, nor of the International Institute for Applied Systems Analysis. 


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