Interdisciplinary Research Hub

Combining legal analysis and technical evaluation for effective climate intervention responsibility tracing.

A protest sign with a drawing of Earth topped by factory smokestacks emitting smoke and flames, accompanied by the text 'SYSTEM CHANGE NOT CLIMATE CHANGE' in bold letters. The sign leans against a brick wall along with another partially visible sign.
A protest sign with a drawing of Earth topped by factory smokestacks emitting smoke and flames, accompanied by the text 'SYSTEM CHANGE NOT CLIMATE CHANGE' in bold letters. The sign leans against a brick wall along with another partially visible sign.
Contrails intersecting in the sky form an X-shaped pattern above a silhouette of a streetlamp. Tree foliage is visible on the right side of the image, creating a natural frame against the sky.
Contrails intersecting in the sky form an X-shaped pattern above a silhouette of a streetlamp. Tree foliage is visible on the right side of the image, creating a natural frame against the sky.

Climate Responsibility

Interdisciplinary research on climate intervention and responsibility tracing.

A large group of people, mostly young individuals, are participating in a climate march. They hold banners and signs with slogans advocating for environmental action. One prominent banner reads 'March for Climate' with a drawing of the Earth. Some participants are wearing colorful clothing, and one person holds a bright pink umbrella.
A large group of people, mostly young individuals, are participating in a climate march. They hold banners and signs with slogans advocating for environmental action. One prominent banner reads 'March for Climate' with a drawing of the Earth. Some participants are wearing colorful clothing, and one person holds a bright pink umbrella.
Data Collection

Gathering climate intervention measures and user feedback data.

A young woman holds a colorful protest sign shaped like a globe with flames at the top, displaying the text 'THIS WORLD IS ON FIRE.' She is part of a group of people participating in a climate protest. Other participants are visible in the background, carrying signs with environmental messages. The atmosphere appears lively and engaged, with clear sunlight illuminating the scene.
A young woman holds a colorful protest sign shaped like a globe with flames at the top, displaying the text 'THIS WORLD IS ON FIRE.' She is part of a group of people participating in a climate protest. Other participants are visible in the background, carrying signs with environmental messages. The atmosphere appears lively and engaged, with clear sunlight illuminating the scene.
Model Evaluation

Assessing reliability of responsibility tracing models with experts.

A person is sitting outdoors on a stone platform, wearing a dark coat and jeans. They are holding a sign that reads, 'Be a part of the solution not the pollution.' The image is set in a natural environment with blurred trees in the background, suggesting a park or open space.
A person is sitting outdoors on a stone platform, wearing a dark coat and jeans. They are holding a sign that reads, 'Be a part of the solution not the pollution.' The image is set in a natural environment with blurred trees in the background, suggesting a park or open space.
A protest sign with the message 'Change the system, not the climate' is prominently displayed against a backdrop of barren tree branches silhouetted against a blue sky.
A protest sign with the message 'Change the system, not the climate' is prominently displayed against a backdrop of barren tree branches silhouetted against a blue sky.
Standardization Process

Developing standardized procedures and technical specifications for tracing.

Legal Analysis

Combining legal insights with technical evaluations for effectiveness.