Results 51 to 60 of about 943 (167)

China's Eco‐Civilisation, Climate Leviathan, and Hobbesian Energy Transition

open access: yesAntipode, 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

Susceptibility assessment of debris flow disaster based on machine learning models in the loess area along Yili Valley [PDF]

open access: yes
The Yili Valley, located on the border between China and Kazakhstan, serves as the juncture of North and South Xinjiang, and stands as a pivotal outpost on the Silk Road Economic Belt.
Mingyang WU   +5 more
core   +1 more source

Conservation Gap Within a Nature Reserve: A Case Study in the Biodiversity Hotspot of Rare and Endangered Plants at the Southern Gaoligong Mountains 高黎贡山南段稀有濒危植物保护空缺分析

open access: yesIntegrative 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

机器学习仿真中能重离子碰撞的集体流与核阻止本领

open access: yesHe jishu
重离子碰撞实验结合输运模型模拟是提取核物质性质信息的重要手段之一。贝叶斯分析是一种能够从实验数据与理论计算的比较中提取信息的统计方法,因此得到广泛应用。在此过程中,通常需借助马尔可夫链蒙特卡罗方法在参数空间中进行采样,并随后开展输运模型模拟计算。然而,由于输运模型的计算复杂且耗时较长,为提高效率,可通过机器学习算法训练一个输运模型仿真器。本文采用高斯过程、多任务神经网络和随机森林三种机器学习算法,对极端相对论量子分子动力学(Ultra-relativistic Quantum Molecular ...
魏 国俊   +3 more
doaj   +1 more source

Valve Leakage Mode Recognition Method Based on Empirical Mode Decomposition and Random Forest [PDF]

open access: yes
As a critical equipment in nuclear power plants, valve leakage would have an impact on system safety and stable operation. Using acoustic emission technology to identify valve leakage and distinguish between different leakage modes of internal and ...
ZHE Na1, ,  LIU Shiwen1, 2,  HE Pan1,  ZHENG Hua1,  WANG Liangzi1
core   +1 more source

Landscape‐scale predictions of future grassland conversion to cropland or development

open access: yesConservation 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

Use of prenatal ultrasound findings to predict postnatal outcome in fetuses with lower urinary tract obstruction

open access: yesUltrasound in Obstetrics &Gynecology, Volume 64, Issue 6, Page 768-775, December 2024.
Abstract Objective Lower urinary tract obstruction (LUTO) is a chronic condition with a spectrum of outcomes. It is usually suspected prenatally based on ultrasound features (USFs). Given the unknown postnatal trajectory and the potential for significant morbidity and mortality, many families choose termination of pregnancy (TOP), often based on USFs ...
J. Richter   +10 more
wiley   +1 more source

基于随机森林算法的断路器分合闸线圈故障电流曲线识别

open access: yesGaoya dianqi, 2019
高压断路器是电力系统的核心设备,其稳定可靠运行具有重要意义。高压断路器分合闸电流曲线能够很大程度上反映高压断路器分合闸机构的运行状态,因此文中研究了在几种典型故障条件下,断路器分合闸线圈电流的变化。随机森林算法由于算法实现过程中的两次随机过程,使得算法过拟合风险大大降低,模型泛化能力大大增强。提出了使用随机森林算法识别故障电流曲线,取得了很好的效果。
刘芹   +9 more
doaj  

基于气相色谱法结合化学计量学识别微量 植物油的比较研究Comparative study on the identification of trace vegetable oils based on gas chromatography combined with chemometrics

open access: yesZhongguo youzhi
为准确识别法庭科学领域中微量油脂物证,给涉及微量植物油物证鉴定的相关案件提供技术支持,以遗留在不同载体上并在4、25、38 ℃下分别放置1、3、7、14、30、45、60 d的8种微量植物油(亚麻籽油、油茶籽油、菜籽油、玉米油、花生油、芝麻油、大豆油、葵花籽油)为研究对象,利用气相色谱技术测定其脂肪酸组成,以 5种主要脂肪酸(十六烷酸、硬脂酸、油酸、亚油酸、亚麻酸)作为识别指标,结合化学计量学方法构建Fisher判别分析、卷积神经网络和随机森林3种植物油识别模型。结果表明:Fisher判别分析 ...
胡昆,张成龙,杨瑞琴 HU Kun, ZHANG Chenglong, YANG Ruiqin
doaj   +1 more source

An intelligent lithology identification method for sandstone and mudstone strata and its applications: A case study of the Jurassic strata in the Lunnan area, Xinjiang, China [PDF]

open access: yes
ObjectiveLithology identification lays the foundation for fine-scale reservoir evaluation. However, traditional identification methods generally utilize the interactive relationships between only 2‒3 logging parameters, suffering from low utilization ...
Chengguang ZHANG   +8 more
core   +1 more source

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