Roozbeh Valavi
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rvalavi.bsky.social
Roozbeh Valavi
@rvalavi.bsky.social

Data scientist & spatial ecologist; species distribution models, ecological statistics, geospatial analysis, machine learning, DevOps, R, Python, C/C++, Rust programming

GitHub: https://github.com/rvalavi

Environmental science 80%
Geography 20%
In #drylands, plants don’t grow randomly — they self-organize into disordered hyperuniform patterns that help them use water wisely & endure extreme aridity. A beautiful hidden logic of nature, revealed in a new @pnas.org study doi.org/10.1073/pnas... including #Maestrelab alumni

Just installed mine yesterday! Unfortunately I don’t have any magic solutions. You shouldn’t need C++/Rtools, but for R itself just the installer from CRAN is pretty much what you need.
Only a pre-print for now, but after 4 years of hard work I couldn't resist sharing this!

The Global Canopy Atlas: analysis-ready maps of 3D structure for the world's woody ecosystems

📜: doi.org/10.1101/2025...

Huge team effort led by the brilliant Fabian Fischer!

When taking things for granted! I still so many of their videos in my wish list 🤦🏻‍♂️
“observed patterns of island biodiversity … demonstrate that neutral models can make accurate predictions of higher-order diversity statistics. “ onlinelibrary.wiley.com/doi/abs/10.1... 🧪🌐
Quantitatively Testing Predictions From Mechanistic Models: A Case Study for Island Biodiversity
A key test of an ecological model is whether it can quantitatively predict unseen aspects of the data not used in model fitting. Here, we test whether a model fitted only to island alpha diversity ca....
onlinelibrary.wiley.com

Reposted by Roozbeh Valavi

Listen to AI podcast on Kass et al. „Achieving higher standards in SDM“ earthskysea.org/ecocast-podc... by @earthskysea.bsky.social
Scores of SDM packages for R... what should I do? Out now, lead by the indefatigable Jamie Kass, our paper in
@ecography.bsky.social on the SDM Software Universe! doi.org/10.1111/ecog... Alternatively, listen to the paper @ earthskysea.org/ecocast-podc...
Achieving higher standards in species distribution modeling by leveraging the diversity of available software
The increasing online availability of biodiversity data and advances in ecological modeling have led to a proliferation of open-source modeling tools. In particular, R packages for species distributi...
doi.org