Roozbeh Valavi's Avatar

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

204 Followers  |  113 Following  |  2 Posts  |  Joined: 14.11.2024  |  1.4048

Latest posts by rvalavi.bsky.social on Bluesky

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In #drylands, plants donโ€™t grow randomly โ€” 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

08.10.2025 06:59 โ€” ๐Ÿ‘ 59    ๐Ÿ” 25    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2

Just installed mine yesterday! Unfortunately I donโ€™t have any magic solutions. You shouldnโ€™t need C++/Rtools, but for R itself just the installer from CRAN is pretty much what you need.

25.09.2025 22:04 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Global distribution of forest landscapes covered by airborne LiDAR

Global distribution of forest landscapes covered by airborne LiDAR

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

๐Ÿ“œ: doi.org/10.1101/2025...

Huge team effort led by the brilliant Fabian Fischer!

05.09.2025 14:29 โ€” ๐Ÿ‘ 235    ๐Ÿ” 77    ๐Ÿ’ฌ 10    ๐Ÿ“Œ 8

When taking things for granted! I still so many of their videos in my wish list ๐Ÿคฆ๐Ÿปโ€โ™‚๏ธ

11.06.2025 09:07 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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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....

โ€œobserved patterns of island biodiversity โ€ฆ demonstrate that neutral models can make accurate predictions of higher-order diversity statistics. โ€œ onlinelibrary.wiley.com/doi/abs/10.1... ๐Ÿงช๐ŸŒ

10.06.2025 08:21 โ€” ๐Ÿ‘ 34    ๐Ÿ” 8    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Listen to AI podcast on Kass et al. โ€žAchieving higher standards in SDMโ€œ earthskysea.org/ecocast-podc... by @earthskysea.bsky.social

25.11.2024 07:28 โ€” ๐Ÿ‘ 9    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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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...

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...

24.11.2024 18:32 โ€” ๐Ÿ‘ 14    ๐Ÿ” 7    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

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