Our new collaborative paper (with researchers from five different countries) summarizing methods to detect early warning signals of ecological transitions using spatial patterns has been published in Plos ONE this March. Click here to read the paper.
The paper also comes with an R package to use the methods. Its available from the github: https://github.com/earlywarningtoolbox/spatial_warnings
If you would like to use this toolbox and face any problems, please feel free to contact me:
Story behind the paper: Vasilis Dakos, Marten Scheffer and Stephen R Carpenter organized a fantastic workshop in Santa Fe Institute (New Mexico, USA) and invited a bunch of people who had worked on developing early warning signals. It was two and a half days of extremely interesting discussion and we decided to summarize the methods of early warning signals in two papers.
One paper was to focus exclusively on methods to detect early warning signals in time series data. Vasilis Dakos took the lead and we published a paper in Plos ONE that can be found here. Together with the paper, we also provided an R package so that researchers can use the methods without having to develop their own code. The methods and package can be obtained from the website: www.early-warning-signals.org
A second paper was to focus on the methods for analyzing spatial patterns to detect early warning signals. Sonia Kefi and myself took the lead, and we had to face the challenge of summarizing results for analyzing spatial patterns where the methods have not been not so well developed. Finally, the second paper has also been now published! We now need to make the codes more easily accessible to users.
As always I am slow in posting what’s happening in the lab.
Three undergraduate students, one from Physics and two from Math department, who worked with me during the summer of 2013 did a very cool project. They built a physical model to demonstrate the principles underlying early warning signals of tipping points. They submitted this project to a all India level competition organized by TIFR-CAM to celebrate the Mathematics of Planet Earth 2013. In Nov 2013, they were given first prize for their work at the Visvesvaraya Industrial and Technological Museum, Bangalore.
On the right is a picture of students posing with their physical model! Congratulations to Nikunj Goel, Athmanathan and Sriram (left to right) for their excellent work and for winning the prize.
Our project assistant Ashwin Viswanathan, who is working on vegetation patterns of semi-arid ecosystems, is attending Complex Systems Summer School at Chile organized jointly by the Santa Fe Institute, Santa Fe, US and Universidad del Desarrollo, Chile. The school will run from … Continue reading
Mr. GBSNP Varma is writing a series of articles in Science Careers (online) section of the Science magazine to highlight opportunities and challenges for scientific research in India. In the part 1 of this series, myself and several of my … Continue reading
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Last Monday, the science correspondent of New Indian Express, Ms. Papiya Bhattacharya, carried out a short article on Mathematical Ecology and the work in our lab. Here is the link to the article: http://epaper.newindianexpress.com/c/1543529 Here is the screenshot of how it … Continue reading
The new academic year has started. Its time to welcome new members and bid farewell to those on the moving ahead. I am delighted that Sumithra Sankaran has joined our lab as a new PhD student. She did her B.Sc. in … Continue reading