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This is what I'm here for: We examine breakthroughs over the past decade that include self-supervised learning, which allows models to be trained on vast amounts of unlabelled data, and geometric deep learning, which leverages knowledge about the structure of scientific data to

This semester I am teaching Spatial Data Science with #rstats. We will be covering statistical methods and #dataviz tools with applications to #diseasemapping #airpollution #ecology #environment Introduction slides 👉paulamoraga.com/presentation-c… #rspatial #GISchat #epitwitter

We are hiring a data analyst/statistician working on environmental public health! DM me if you are interested! careers.hrp.gov.sg/sap/bc/ui5_ui5…

Always good to start the workday with a manuscript accepted ➡️Did you ever wonder what's the evidence for life-history trade-offs at the genetic level? The answer is coming out soon Ecology Letters, but if you can't wait, the #preprint is available at: doi.org/10.22541/au.16…

The Department of Geography at the National University of Singapore (NUS) invites applications for a full-time Lecturer/Senior Lecturer on the Educator Track in Geographic Information Science (GIS). We welcome your applications here: careers.nus.edu.sg/NUS/job/ARTS-&…

geodata—an R package simplifying the download of climate, elevation, soil, crop, and species occurrence information cran.r-project.org/web/packages/g… #Rstats #Rproject

Had a great time at the mosquito and vector control conference!

World’s first ‘dengue dashboard’ could predict outbreaks months before they happen “We’ve underestimated the impact that climate is having on the northward shift of diseases like dengue” 🦟🌍 Dr. Oliver Brady in The Telegraph 👇bit.ly/41antCS

Causal salad, causal design, causal inference. I did a 3 hour workshop in Leipzig yesterday on causal inference, aka why your regressions are garbage lolsob. Here's a recording of me covering the same content, I promise it's not boring: youtube.com/watch?v=KNPYUV…

This is very interesting - we need assisted workflow like this for data analysis too. I mean we don't "prove" our estimates/predictions, but we should transparently justify them and link them logically to estimands and generative theories

When I taught #Bayesian linear regression, I felt that my understanding wasn't deep enough. I made good workflows, but I didn't look under the hood! I knew the theory, but not all the implementation details. So last week, I took a day and coded Bayesian linear regression with

Our informatics team is hiring! If you are a data scientist and interested in public health, check out the job description mycareersfuture.gov.sg/job/seniorprin…

How do #pathogens become more virulent? Read on for a tale of #ancient bones, #ancientDNA, and a very modern danger in the chicken industry… 🧵1/14

Everything has a price. Life-history trade-offs are predicted to shape variation across so many traits within species. We should see evidence of evolution resolving these trade-offs at the genetic level, right? Our new meta-analysis suggests maybe not: onlinelibrary.wiley.com/doi/epdf/10.11…

New preprint! A researcher's guide to detection and attribution of climate change impacts on humans and ecosystems, with a special focus on terminology, typology, and examples from human health. (Preprint 1/2 from our forthcoming Wellcome report.) eartharxiv.org/repository/vie…

The application is extended! Deadline: 23 Jan Singapore time.

📰 Published📰 Increasing attention has been drawn to the misuse of statistical methods over recent years. Popovic and coauthors show how ecologists can build their research following four guiding principles for impactful statistical research practices buff.ly/3S2gGXQ

New Research Fellow position at Experimental Marine Ecology Laboratory. Singapore is a great place to live and work. Feel free to email me if you want more info🪸🦀

I've been sharing this paper over and over again with colleagues as I've found it to be a VERY helpful way to frame a research project to ensure your statistical models reflect project goals (e.g., inference vs. prediction). Definitely worth the read! esajournals.onlinelibrary.wiley.com/doi/full/10.10…

📢 World Health Organization (WHO) Global #arbovirus initiative (GLAI): preparing for the next #pandemic by tackling #mosquito-borne #viruses with #epidemic and pandemic potential🦟. GLAI and its 6 constituent pillars are consolidated in this reference document➡️ who.int/publications/i…