belian.earth
@belian-earth.bsky.social
🌳🌲 Rethinking counterfactual analysis for forest carbon baselines. Combining geospatial foundation models with causal inference. Research-led, science-first. 🌍🔬
Reposted by belian.earth
If you use #positron #rstats and #duckdb I'd love to know what you think of this:
`duckdb-r-editor` a Positron extension for duckdb SQL code highlighting and completion within R files.
github.com/belian-earth...
`duckdb-r-editor` a Positron extension for duckdb SQL code highlighting and completion within R files.
github.com/belian-earth...
GitHub - belian-earth/duckdb-r-editor: A vscode extension to create a rich in-line SQL editor experience
A vscode extension to create a rich in-line SQL editor experience - belian-earth/duckdb-r-editor
github.com
January 22, 2026 at 10:23 AM
If you use #positron #rstats and #duckdb I'd love to know what you think of this:
`duckdb-r-editor` a Positron extension for duckdb SQL code highlighting and completion within R files.
github.com/belian-earth...
`duckdb-r-editor` a Positron extension for duckdb SQL code highlighting and completion within R files.
github.com/belian-earth...
Reposted by belian.earth
Automated #SQL formatting within #rstats files has just been added to the `duckdb-r-editor` #positron extension. github.com/belian-earth... ✌️
January 27, 2026 at 1:06 AM
Automated #SQL formatting within #rstats files has just been added to the `duckdb-r-editor` #positron extension. github.com/belian-earth... ✌️
Climate Hub Davos. "How you interpret data is crucial to interpreting risk."
Everyone's building data products. Few are building the interpretation layer - Geospatial foundation models + causal inference + counterfactual baselines, not just maps.
Blog: belian.earth/news/davos-w...
Everyone's building data products. Few are building the interpretation layer - Geospatial foundation models + causal inference + counterfactual baselines, not just maps.
Blog: belian.earth/news/davos-w...
Skiing Davos During WEF 2026: Nature on the Table at Climate Hub Davos
belian.earth at WEF 2026: empty slopes, full conversations. Reflections on carbon markets, nature credits, and the Climate Hub Davos.
belian.earth
January 22, 2026 at 12:47 PM
Climate Hub Davos. "How you interpret data is crucial to interpreting risk."
Everyone's building data products. Few are building the interpretation layer - Geospatial foundation models + causal inference + counterfactual baselines, not just maps.
Blog: belian.earth/news/davos-w...
Everyone's building data products. Few are building the interpretation layer - Geospatial foundation models + causal inference + counterfactual baselines, not just maps.
Blog: belian.earth/news/davos-w...
We've been awarded @esa.int funding for "Conservation Integrity: Geo-AI powered transparency 4 Nature-Based Solutions" 🛰️🌳
Its a difficult question in #forestconservation: what would have happened without intervention?
belian.earth/news/esa-funding
#Carbon #RemoteSensing #GeoAI @science.esa.int
Its a difficult question in #forestconservation: what would have happened without intervention?
belian.earth/news/esa-funding
#Carbon #RemoteSensing #GeoAI @science.esa.int
belian.earth receives ESA funding for forest carbon baseline research
belian.earth awarded European Space Agency funding to advance geospatial AI and causal inference methods for forest carbon baseline assessment.
belian.earth
January 19, 2026 at 9:20 AM
We've been awarded @esa.int funding for "Conservation Integrity: Geo-AI powered transparency 4 Nature-Based Solutions" 🛰️🌳
Its a difficult question in #forestconservation: what would have happened without intervention?
belian.earth/news/esa-funding
#Carbon #RemoteSensing #GeoAI @science.esa.int
Its a difficult question in #forestconservation: what would have happened without intervention?
belian.earth/news/esa-funding
#Carbon #RemoteSensing #GeoAI @science.esa.int
#Restoration is seen as the safer bet for #carbon finance. But it faces the same baseline challenge as avoided deforestation.
Both require a defensible #counterfactual. We revisit a
@science.org paper five years on.
belian.earth/news/counter...
www.science.org/doi/10.1126/...
#forests
Both require a defensible #counterfactual. We revisit a
@science.org paper five years on.
belian.earth/news/counter...
www.science.org/doi/10.1126/...
#forests
Forest Carbon Baselines: Why Counterfactual Analysis Matters for Carbon Credits
Scientific research on counterfactual baselines for forest carbon projects. How robust baseline estimation improves the credibility of carbon credits and offsets from restoration and avoided deforesta...
belian.earth
January 10, 2026 at 10:37 AM
#Restoration is seen as the safer bet for #carbon finance. But it faces the same baseline challenge as avoided deforestation.
Both require a defensible #counterfactual. We revisit a
@science.org paper five years on.
belian.earth/news/counter...
www.science.org/doi/10.1126/...
#forests
Both require a defensible #counterfactual. We revisit a
@science.org paper five years on.
belian.earth/news/counter...
www.science.org/doi/10.1126/...
#forests