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3 results for “Scenario discovery”
Determinants of energy futures - a scenario discovery method applied to cost and carbon emission futures for South American electricity infrastructure
<p>Scenario discovery SAMBA data files:</p> <p>1) The folder SAMBA_324_datafiles.zip contains all 324 data files for the OSeMOSYS run.<br> Each of these files has a code on top referring to the combination that it represents.<br> The key to the levers is in the Excel file "Metafile". There the naming convention of technologies as well as corresponding combination for scenario are also available.<br> 2) The Access database Scenario_discovery_database.mbd contans results from the 324 runs.<br> The key to the scenarios are in the Excel file "Metafile" tab "Scenario_key".<br> 3) The file OSeMOSYS_SAMBA_161130.txt is the version OSeMOSYS that was used to run all scenarios.<br> 4) The PRIM analysis is available on the GitHub repository: https://github.com/NMoksnes/Scenario_discovery</p>
Fig. 1 Three early deuterostome cladograms and a consistent evolutionary scenario. a in The phylogeny, evolutionary developmental biology, and paleobiology of the Deuterostomia: 25 years of new techniques, new discoveries, and new ideas
Fig. 1 Three early deuterostome cladograms and a consistent evolutionary scenario. a The cladogram of Brusca and Brusca (1990). Characters are as follows: 1 Complete gut with mouth not arising from blastopore. 2 Mesoderm derived directly from archenteron. 3 Body cavity (coelom) tripartite and derived by enterocoely. 4 Sheets of subepidermal muscles derived, at least in part, from archenteric mesoderm. 5 Longitudinal nerve cords not ladder-like in arrangement and not emphasized ventrally. 6 Ciliated feeding tentacles derived from mesosome and containing extensions of the mesocoel. 7 Circulatory system derived, at least in part, from archenteric mesoderm (varies among taxa). 8 Pharyngeal gill slits. 9 Dorsal hollow nerve cord. 10 Loss of mesosomal tentacles. 11 Notochord. 12 Muscular, locomotor, postanal tail. 13 Endostyle. 14 Tadpole larva. b The cladogram of Schram (1991). Characters are as follows: 1 Loss of spiral quartet cleavage. 2 Loss of 4d mesoderm. 3 Upstream particle capture in adults. 4 Upstream particle capture in larvae. 5 Tornaria/bipinaria larva. 6 Loss of coiled/looped gut. 7 Loss of lophophore. 8 Loss of upstream
A KNOWLEDGE DISCOVERY STRATEGY FOR RELATING SEA SURFACE TEMPERATURES TO FREQUENCIES OF TROPICAL STORMS AND GENERATING PREDICTIONS OF HURRICANES UNDER 21ST-CENTURY GLOBAL WARMING SCENARIOS
A KNOWLEDGE DISCOVERY STRATEGY FOR RELATING SEA SURFACE TEMPERATURES TO FREQUENCIES OF TROPICAL STORMS AND GENERATING PREDICTIONS OF HURRICANES UNDER 21ST-CENTURY GLOBAL WARMING SCENARIOS CAITLIN RACE*, MICHAEL STEINBACH*, AUROOP GANGULY**, FRED SEMAZZI***, AND VIPIN KUMAR* Abstract. The connections among greenhouse-gas emissions scenarios, global warming, and frequencies of hurricanes or tropical cyclones are among the least understood in climate science but among the most fiercely debated in the context of adaptation decisions or mitigation policies. Here we show that a knowledge discovery strategy, which leverages observations and climate model simulations, offers the promise of developing credible projections of tropical cyclones based on sea surface temperatures (SST) in a warming environment. While this study motivates the development of new methodologies in statistics and data mining, the ability to solve challenging climate science problems with innovative combinations of traditional and state-of-the-art methods is demonstrated. Here we develop new insights, albeit in a proof-of-concept sense, on the relationship between sea surface temperatures and hurricane frequencies, and generate the most likely projections with uncertainty bounds for storm counts in the 21st-century warming environment based in turn on the Intergovernmental Panel on Climate Change Special Report on Emissions Scenarios. Our preliminary insights point to the benefits that can be achieved for climate science and impacts analysis, as well as adaptation and mitigation policies, by a solution strategy that remains tailored to the climate domain and complements physics-based climate model simulations with a combination of existing and new computational and data science approaches.
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
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DANDI Archive for NWB datasets
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International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.