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量化未来与预测科学的前景
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作者 高奇琦 《学术前沿》 CSSCI 北大核心 2024年第2期40-49,共10页
目前的社会科学研究多集中在过去和现在的时间向度,且研究重心往往集中在描述和解释两个方面。在大模型等人工智能技术的辅助之下,通用人工智能时代将快速到来,世界可能会进入一种“智能失重”的状态。关于未来的研究,文学想象和哲学思... 目前的社会科学研究多集中在过去和现在的时间向度,且研究重心往往集中在描述和解释两个方面。在大模型等人工智能技术的辅助之下,通用人工智能时代将快速到来,世界可能会进入一种“智能失重”的状态。关于未来的研究,文学想象和哲学思辨虽非常重要,但还远远不够,思考如何将实证方法引入未来研究至关重要。量化未来就是用定量的思路来测量未来,具体可以在实验方法和结构估计两方面实现突破。量化未来的可能性议题主要体现在对通用人工智能的应对上。通用人工智能到来之后,超风险社会似乎不可避免。有效调速主义是一种理想方案,而量化未来则可被视为有效调速主义的一种操作性版本。最终,人们可能会在这种对未来相对精准的把握中实现一种有助于决策的预测科学。 展开更多
关键词 量化未来 大模型 通用人工智能 预测科学
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Impacts and uncertainty analysis of elevated temperature and CO_2 concentration on wheat biomass 被引量:1
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作者 刘玉洁 陶福禄 《Journal of Geographical Sciences》 SCIE CSCD 2012年第6期1002-1012,共11页
Impacts of climatic change on agriculture and adaptation are of key concern of scientific research. However, vast uncertainties exist among global climates model output, emission scenarios, scale transformation and cr... Impacts of climatic change on agriculture and adaptation are of key concern of scientific research. However, vast uncertainties exist among global climates model output, emission scenarios, scale transformation and crop model parameterization. In order to reduce these uncertainties, we integrate output results of four IPCC emission scenarios of A1 FI, A2, B1 and B2, and five global climatic patterns of HadCM3, PCM, CGCM2, CSIRO2 and ECHAM4 in this study. Based on 20 databases of future climatic change scenarios from the Climatic Research Unit (CRU) , the scenario data of the climatic daily median values are generated on research sites with the global mean temperature increase of 1℃(GMT+ID), 2℃(GMT+2D) and 3℃(GMT+3D). The impact of CO2 fertilization effect on wheat biomass for GMT+I D, GMT+2D and GMT+3D in China's wheat-producing areas is studied in the process model, CERES-Wheat and probabilistic forecasting method. The research results show the CO2 fertilization effect can compensate reduction of wheat biomass with warming temperature in a strong compensating effect. Under the CO2 fertilization effect, the rain-fed and irrigated wheat biomasses increase respectively, and the increment of biomass goes up with temperature rising. The rain-fed wheat biomass increase is greater than the irrigated wheat biomass. Without consideration of CO2 fertilization effect, both irrigated and rain-fed wheat biomasses reduce, and there is a higher probability for the irrigated wheat biomass than that of the rain-fed wheat biomass. 展开更多
关键词 rising temperature CO2 concentration wheat biomass probabilistic projection
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