Tempov is a self-supervised satellite foundation model that predicts wealth levels and decadal changes at high resolution across Africa from Landsat imagery, outperforming baselines even with limited labels and generalizing temporally.
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A perspective-conditioned RAG architecture is proposed for AI-assisted LCA interpretation, using scenario anchors, micro-queries, and neutral synthesis, demonstrated on a hydrogen diesel reduction case in Italian apple production.
A cascading-impact model of bilateral trade in gas, N/P/K fertilizers, and 11 staple crops shows up to 22% global caloric loss under full isolation, with rising vulnerability over 1992-2023 especially in the EU and upstream market concentration as the driver.
GHOST is a new Python package for home detection from GPS traces that outperforms five prior algorithms with average location errors as low as 22.3 meters on Boston and multi-state ground-truth datasets.
A methodology constructs a glossary of viable urban site typologies for distributed PV-powered servers from legal, project, consultation, and literature sources, then evaluates them on energy, spatial, and qualitative criteria in Montpellier.
The paper reports on the Astropy v5.0 release, project updates, ecosystem connections, and challenges facing the community-oriented open-source astronomy software effort.
citing papers explorer
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A satellite foundation model for improved wealth monitoring
Tempov is a self-supervised satellite foundation model that predicts wealth levels and decadal changes at high resolution across Africa from Landsat imagery, outperforming baselines even with limited labels and generalizing temporally.
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LCAi: Life Cycle Assessment with big data fusion and retrieval-augmented generation-assisted interpretation
A perspective-conditioned RAG architecture is proposed for AI-assisted LCA interpretation, using scenario anchors, micro-queries, and neutral synthesis, demonstrated on a hydrogen diesel reduction case in Italian apple production.
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Cascading disruptions in natural gas, fertilizers, and crops drive structural food supply vulnerabilities globally
A cascading-impact model of bilateral trade in gas, N/P/K fertilizers, and 11 staple crops shows up to 22% global caloric loss under full isolation, with rising vulnerability over 1992-2023 especially in the EU and upstream market concentration as the driver.
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Design and Validation of a Grid-based Home Detection via Stay-Time (GHOST) Software for Mobile Location Data
GHOST is a new Python package for home detection from GPS traces that outperforms five prior algorithms with average location errors as low as 22.3 meters on Boston and multi-state ground-truth datasets.
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Urban Limits as Design Constraints: Identifying Suitable Locations for Distributed, Photovoltaic-Powered Servers
A methodology constructs a glossary of viable urban site typologies for distributed PV-powered servers from legal, project, consultation, and literature sources, then evaluates them on energy, spatial, and qualitative criteria in Montpellier.
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The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
The paper reports on the Astropy v5.0 release, project updates, ecosystem connections, and challenges facing the community-oriented open-source astronomy software effort.