Designing Tools & Methodologies for Investigative Practice

From Afar investigates how geospatial analysis and remote sensing can be used to document and respond to violence, disruption, and environmental instability in the contemporary built and natural environment. The seminar critically examines the political and technological infrastructures through which spatial evidence is produced, combining satellite imagery, data analysis, and machine learning workflows. Through group investigations and public-facing analytical tools, students develop new frameworks to reveal interconnected ecological, social, and spatial dynamics shaping the Anthropocene.


Syllabus


Credits: Remote sensing artisanal fishing vessels off the Gambian coast. LIMINAL 2024

From Afar explores the complex world of geo-spatial investigation, focusing on particular instances of violence and disruption across our contemporary grown and built environment. The course will demonstrate and investigate how methods of spatial, geostatistical and data analysis can be used to document, contest, mitigate and design for conditions of instability and injustice within the Anthropocene.

From Afar will ask students to critically reflect upon the infrastructures through which we perceive and investigate the world around us, as observers and actors within an increasingly complex web of media, sensory technologies and evidentiary practices. Through the development of public-facing analytical tools students will construct novel frameworks through which the Anthropocene and its effects can be studied. Topics such as floods, deforestation, sea level rise and wildfires will be situated within a wider context of networked cause and effect. The tools and methodologies developed in these group investigations will evidence the interaction of peoples, cultures, information, capital and ecologies which both shape, and are shaped by, the design of our contemporary world.

We’ll work with satellite imagery, machine learning workflows, and analytical methodologies during this course. In so doing, we’ll uncover geo-spatial trends and transformations that will be documented across various modalities. Introductions to and workshops with required software will form the basis of the course, with lectures and class discussions focusing on the politics of investigative methodologies and their application in real world contexts.

 

Learning Objectives

The course will explore the domain of open-source geospatial investigation through an overview of existing investigative methodologies and their practical application and deployment in real-life projects. At the same time, the lectures will be anchored by a series of group investigations that relate to the themes underlying the course’s curriculum. Each will concern itself with the design and development of emergent open-source tools and methodologies contributing to the study and investigation of social, climatological, and spatial injustice.

At course completion the student will:

  • Discuss and criticize contemporary technological approaches to documenting and investigating violence in its many forms
  • Develop visual communication skills and better understand its agency in the representation of designs, communities and conflicts
  • Identify the interrelations between evidentiary processes and the production of space, understanding how open-source tools for urban analysis inform its design
  • Conduct collaborative and interdisciplinary research combining humanities and social science methods with geospatial and statistical analytical practices
  • Prototype and communicate replicable—data-driven—pipelines and machine learning toolkits towards the creation of open-source research tools

Faculty


Projects from this course

The Agariyas of Gujarat

Salt is an essential mineral for humans and animals alike. When consumed, it breaks down into sodium and chloride – elements vital to muscle and nerve function, fluid balance, and the regulation of blood pressure and pH levels. Because sodium is lost through sweat, both humans and animals must replenish it to maintain physiological stability; … Read more

Sand Mining – from Afar

DETECTING SAND MINING USING MULTI-TEMPORAL SATELLITE IMAGERY Introduction Sand is ubiquitous in the modern world. It is the second-most extracted material on Earth after water, driven principally by the global demand for concrete, infrastructure, and urban expansion. Estimates place global sand and gravel extraction at 40–50 billion tonnes per year, a scale that outstrips many … Read more

Renewable, but at Whose Cost?

India’s solar ambition is written into its landscape. Since the launch of the Jawaharlal Nehru National Solar Mission in 2010, the country has pursued one of the most aggressive renewable energy expansions in history —targeting 500GW of solar capacity by 2030. But the geography of that expansion follows a troubling logic. The regions chosen for … Read more