Abstract. A fundamental question in land system science is the extent to which impacts are driven by international trade. Here, we review the studies which attribute land-related impacts (land use, land-use change, biodiversity loss, and land-use emissions) to international markets, finding a wide range of results, with 13–94 % of impacts driven by exports. We discuss the methodological choices and assumptions that explain this variation and reflect that ‘attributional’ approaches, which allocate impacts according to the total share of consumption, consistently find that international trade makes up less than 25 % of impacts in the land system. Conversely, three-quarters of impacts are allocated to domestic markets, which receive comparatively less attention in the land systems literature. We encourage the land system community to develop the data and methods necessary to unpack domestic markets, outline four approaches to do so, and reflect on what such analyses can tell us about the responsibility of different actors, value chain governance, and resilience within domestic markets.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
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It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al.· Neural Information Processin...· 302 citations· ⚡60