Results 51 to 60 of about 1,576 (163)
China's Eco‐Civilisation, Climate Leviathan, and Hobbesian Energy Transition
Antipode, Volume 57, Issue 3, Page 830-861, May 2025.Abstract Scholars have hitherto tended to theorise China's ecological civilisation project either as a form of environmental authoritarianism or as a vision of eco‐socialism. This paper contributes to the conversation by conducting a textual analysis of Chinese scholarly discussions on eco‐civilisation.
David Chen
wiley +1 more source
Dizhen xuebao针对现有的基于实际震害评估的大多研究仅限于某特定区域和某种结构类型，且所采用的数据样本量也十分有限，本文基于随机森林模型，采用2011年3月11日东日本MW9.0地震的37万8 037条建筑物实际震害数据，利用美国应用技术协会发布的地震震害等级划分标准（ATC-13）预测了建筑物地震破坏所引起的损失，对建筑物损失的影响因素进行了特征重要性分析。结果显示：通过合成少数类过采样技术（SMOTE）解决数据不均衡和贝叶斯优化超参数之后，得到了基于随机森林的预测模型测试集的准确率为68.8%，轻微破坏、中等破坏 ...
Zihao Liang +3 more
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Study on Ensemble Algorithm for Multi-class Gene Microarray Datasets [PDF]
, 2015 集成学习是当前机器学习领域的一个研究热点，具体到多分类问题，旨在通过一组差异的分类器共同解决起初的多分类问题，然后经过大多数投票等策略将各个分类器的输出结果进行融合。集成多分类算法相比于单个的优秀分类器往往性能上更准确、更稳定，同时还具有更强的泛化能力。在解决多分类问题时，基于纠错输出编码算法（ECOC）。这是解决多分类问题的一种灵活、高效的算法框架，关键要点是将多分类转变为多个二分类问题。此外，遗传规划算法可用于解决二分类问题，通过进化计算得到准确的分类规则。本文在已有的研究基础上 ...
曾志浩
core
Soft detection model of corrosion leakage risk based on KNN and random forest algorithms [PDF]
Objective The integrity management of urban gas pipeline networks demands effective risk assessment methods. Corrosion leakage risk assessment necessitates the comprehensive integration of risk assessment factors with various detection operations ...
Chengzhi LI +4 more
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Integrative Conservation, Volume 4, Issue 1, Page 71-84, March 2025.Gaoligong Mountain is home to a large number of rare and endangered species, but the effectiveness of conservation measures in the Gaoligong Mountain Nature Reserve remains uncertain. We predicted the potential distribution areas of 361 rare and endangered wild plants in southern Gaoligong Mountain under current and future climate change scenarios and ...
Yong‐Jing‐Wen Yang +3 more
wiley +1 more source
Shuitu Baochi Xuebao, 2023 可溶性碳组分是土壤有机碳库中最活跃的部分,作为土壤碳周转初期变化的敏感指标,其含量受到凋落叶等植物残体输入、森林类型及季节性水热变化的共同调节。采用土壤原位培养法,以亚热带米槠(Castanopsis carlesii)人工林与杉木(Cunninghamia lanceolata)人工林为对象,分析生长季内土壤可溶性碳(DOC)与热水溶性碳(HWSC)含量动态变化及其对凋落叶输入的响应趋势。结果表明,凋落叶输入、森林类型和培养月份均极显著影响土壤可溶性碳组分含量(p＜0.001 ...
张可欣 +5 more
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Functional Ecology, Volume 39, Issue 2, Page 621-634, February 2025.Read the free Plain Language Summary for this article on the Journal blog. Abstract Tropical forests are generally characterized by high species diversity and low soil phosphorus (P) availability. Although tropical plants have evolved adaptations to low soil P availability, we know relatively little about the strategies of different groups of species ...
Yingxu Fan +11 more
wiley +1 more source
基于电子鼻的慢性胃炎气滞证患者常见病位的口腔呼气气味图谱研究 [PDF]
, 2018 目的:运用电子鼻探讨慢性胃炎气滞证患者常见病位的口腔呼气气味图谱特征。方法:采用证素辨证的方法,筛选出397例慢性胃炎气滞证患者并判断病位证素,同时运用基于阵列式气体传感器技术的医用电子鼻(EN0l1103-A)采集其口腔呼气的气味图谱,选择气味图谱响应曲线的振幅、斜率作为图谱特征参数,借助分类器算法对慢性胃炎气滞证与非气滞证的口腔呼气气味图谱特征进行模式识别,比较慢性胃炎气滞证患者常见病位的口腔呼气气味图谱特征。结果:慢性胃炎气滞证的主要病位证素分布是胃(91.18%)、脾(38.29%)、肝(23 ...
冯秀君 +6 more
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Landscape‐scale predictions of future grassland conversion to cropland or development
Conservation Biology, Volume 39, Issue 1, February 2025.Abstract Grassland conservation planning often focuses on high‐risk landscapes, but many grassland conversion models are not designed to optimize conservation planning because they lack multidimensional risk assessments and are misaligned with ecological and conservation delivery scales.
Kevin W. Barnes +2 more
wiley +1 more source
Shuitu Baochi Xuebao, 2018 采用土壤颗粒分级方法，以湘中丘陵区地域相邻、环境条件基本一致的4种林地：檵木—南烛—满山红灌草丛（LVR）、檵木—杉木—白栎灌木林（LCQ）、马尾松—石栎—檵木针阔混交林（PLL）和石栎－红淡比－青冈常绿阔叶林（LAG）为对象，研究土壤有机碳（SOC）及不同粒径土壤颗粒有机碳含量随着林地退化的变化特征，剖析林地退化对中亚热带森林SOC库的影响机制。结果表明：随着林地退化，>2 μm砂粉粒百分含量增高 ...
王娜 +4 more
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