• As countries across the world experience a resurgence in nuclear energy projects, the questions of where and how to dispose of nuclear waste remain as politically fraught as ever. The United States, for instance, has indefinitely stalled its only long-term underground nuclear waste repository. Scientists are using both modeling and experimental methods to study the […]

  • Rachel Kyte CMG was appointed the UK’s special representative for climate in October 2024. She is professor of practice in climate policy at the University of Oxford’s Blavatnik School of Government, as well as dean emerita at Tufts University’s Fletcher School of Law and Diplomacy. Previously, Kyte was the UN secretary-general’s special representative for sustainable […]

  • A solar power camera is the preferred choice for users who need uninterrupted performance and maintenance-free cameras. It works in all conditions and offers reliable performance all day. In this article, we will discuss how a solar power camera works. We will share the important features you need to consider while buying a solar power […]

  • On July 3, 2025, the Inter-American Court of Human Rights (IACtHR) issued Advisory Opinion AO-32/25, its most wide-ranging and ambitious interpretation of State obligations in the context of the climate emergency to date. The opinion responds to a request submitted by Colombia and Chile, and is notable not only for its breadth, but also for […]

  • We handpick and explain the most important stories at the intersection of climate, land, food and nature over the past fortnight. This is an online version of Carbon Brief’s fortnightly Cropped email newsletter. Subscribe for free here. Key developments Forests under fire ‘ONEROUS REQUIREMENTS’: A letter from 18 EU member states called for the bloc to […]

  • Large language models (LLMs) excel at using textual reasoning to understand the context of a document and provide a logical answer about its contents. But these same LLMs often struggle to correctly answer even the simplest math problems. Textual reasoning is usually a less-than-ideal way to deliberate over computational or algorithmic tasks. While some LLMs […]

  • Imagine a future where artificial intelligence quietly shoulders the drudgery of software development: refactoring tangled code, migrating legacy systems, and hunting down race conditions, so that human engineers can devote themselves to architecture, design, and the genuinely novel problems still beyond a machine’s reach. Recent advances appear to have nudged that future tantalizingly close, but […]

  • While there are many aspects of the Inter-American Court of Human Rights (IACtHR)’s Advisory Opinion 32/25 (AO-32/25) that are new and groundbreaking, the inclusion of a reflection on jus cogens might have surprised some observers. This is the first time that an international court has explicitly recognised the jus cogens character of the obligation not […]

  • Most of the world’s top EV battery manufacturers have yet to set targets for both 100% renewable electricity and supply chain emission reductions, according to a new report from Greenpeace East Asia. The report assesses emission reduction efforts by the world’s largest electric vehicle (EV) battery makers. Greenpeace East Asia campaigner Erin Choi said: “Electricity […]

  • Paul Cairns is CEO of UK-based marine energy firm Charge Offshore, which provides innovative offshore electric charging solutions. The UK’s Modern Industrial Strategy “doubles down” on the government’s commitment frontier clean energy industries. With offshore wind poised for significant growth, Paul Cairns, CEO of Charge Offshore, calls on wind farm developers to support sustainable, decarbonised […]

  • Scots are generating less waste than ever before and sending less to landfill, according to the Scottish Waste From All Sources 2023 Official Statistics, published on 15 July, by the Scottish Environment Protection Agency (SEPA). The release provides details on waste from Scottish households, businesses and public services. Scotland generated 9.55 million tonnes of waste […]

  • A new programme aims to identify, test and fix the most damaging sewage and road run-off outfalls on a ten-mile stretch of the River Roding – London’s third biggest river – with a granularity and scale that is perhaps unusual in an urban catchment. The work is a joint undertaking between environmental charity Thames21 and […]

  • MIT researchers have developed a new theoretical framework for studying the mechanisms of treatment interactions. Their approach allows scientists to efficiently estimate how combinations of treatments will affect a group of units, such as cells, enabling a researcher to perform fewer costly experiments while gathering more accurate data. As an example, to study how interconnected […]

  • 火山喷发对科学家及其气候模型构成了根本性挑战。 众所周知,剧烈的火山喷发会导致地表气温突然下降,多次喷发则会在几十年乃至几个世纪的时间尺度上影响气候变率。 当火山喷发将二氧化硫注入平流层时,会形成气溶胶,从而阻挡阳光到达地球表面。 与人类对气候变化的影响不同,后者发生缓慢且可以在各种社会经济情景下被纳入气候模型进行考量。火山喷发具有突发性,这给气候预测带来了挑战。 目前科学家尚无法预测火山喷发的发生时间、地点以及二氧化硫的排放量。 那么,在进行未来气候预测时,如何考虑火山喷发对气候的影响呢? 上微信关注《碳简报》 在我们最近发表于《通讯-地球与环境》(Communications Earth & Environment)的研究中,我们表明火山喷发对全球气温预测的不确定性产生了重大影响。 我们的研究结果发现,如果将偶发的火山喷发纳入气候预测,突破《巴黎协定》所设定的1.5C升温上限的时间会略有延迟,但与此同时,未来几十年也将出现更多快速升温和降温的时期。 气候预测中的火山强迫 气候科学家将火山喷发对气候的影响——主要是通过释放出二氧化硫气体进入大气——称为“火山强迫”(volcanic forcing)。 当前的气候模型在进行未来预测时采用一个恒定的火山强迫值,该值是根据1850年至今的历史平均强迫值计算得出的。 国际耦合模式比较计划(CMIP)也是如此,这项全球模型工作为政府间气候变化专门委员会(IPCC)发布的重要评估报告提供基础数据。 然而,这种方法存在显著局限。 首先,历史平均强迫值无法表示火山爆发的偶发性。 大规模火山喷发呈零星分布——有时好多事件集中发生在某几个十年内,有时两个事件之间则可能相隔上百年。 此外,与数千年尺度的记录相比,从1850年至今的参考时期中,发生过的大规模喷发事件 ——指排放超过3太克(Tg)二氧化硫的喷发事件——相对较少。 最后,早期国际耦合模式比较计划气候模型中所使用的火山强迫重建数据并未包含排放量少于3太克二氧化硫的中小规模喷发。 这是因为这些喷发在1980年卫星时代开始之前大多未被探测到。然而,这些体量较小但发生频率更高的喷发事件,在长期火山强迫中贡献了30%至50%。 采取新方法 传统上,气候科学家认为气候预测中主要存在三种不确定性来源:内部变率、模型不确定性和情景不确定性。 其中,“内部”变率是指气候系统内部自然产生的波动,如厄尔尼诺现象;模型不确定性是指不同气候模型之间结果的差异;情景不确定性则涉及未来几十年全球可能的发展路径。 我们的研究结果表明,火山喷发应被明确视为气候预测中第四个重要的不确定性来源。 为了探究在考虑火山强迫不确定性的情况下,气候预测会发生怎样的变化,我们的研究采用了一种概率方法,这一方法建立在Bethke等人于2017年提出的研究基础之上。 为此,我们构建了“随机强迫情景”,其本质是1000种延续至本世纪末的火山活动可能时间线预测。 这些情景基于冰芯中记录的过去1.15万年火山活动历史,以及卫星观测和地质证据。每个情景都呈现了不同的喷发强度、地点、时间和频率的组合。 (在数学中,“随机”系统是指结果包含随机性或不确定性的系统,因此不可预测;这与“确定性”系统相对,后者的结果可以通过初始条件和一套规则或方程完全预测。) 随后,我们利用2015至2100年期间的随机火上强迫和历史平均火山强迫模拟气候预测,研究共享社会经济路径(SSPs)中三种不同排放情景下的升温变化:低排放情景(SSP1-1.9)、与现行气候政策相符的中等排放情景(SSP2-4.5)、非常高排放情景(SSP5-8.5)。 在这一步中,我们使用了一种称为FaIR的简化气候模型,也称“模拟器”。 通过模拟1000种不同的火山未来情况,我们发现在21世纪未来时期火山喷发所引起的气候不确定性,可能超过同期气候系统本身的内部变率。 我们还发现,到2030年代,火山喷发可能占全球气温预测总不确定性的三分之一以上。 下图中能看到这些结果。图中展示了不同来源对总不确定性的影响。火山为橙色、内部变率为深蓝色、气候模型响应为黄色,未来人类排放情景为绿色。 对1.5C临界值的意义 我们的模拟结果表明,在气候预测中纳入可能的火山活动时间线后,短期内突破《巴黎协定》设定的1.5C升温上限的概率略有下降。 根据不同的排放情景,相较于使用恒定火山强迫的预测,模拟发现超过1.5C升温上限的概率下降了4%至10%。 尽管这一结果听起来似乎令人鼓舞,但未来的火山活动并不能在长期缓和由人类引起的全球变暖。 1815年坦博拉火山的喷发事件就是一个强有力的例证。这次喷发使全球气温平均下降了约0.8C,带来了“无夏之年”,导致欧洲、北美和中国大范围的作物歉收和饥荒。 火山喷发带来的降温效应是短暂的,通常只持续几年,其并不会改变由人类排放所导致的长期变暖趋势。 我们的研究发现,即使考虑多种可能的未来火山活动,在除了最低排放路径以外的所有情景中,全球变暖仍将在几十年内超过1.5C。 即便21世纪火山活动频繁,其对全球变暖的抵消作用也仅占很小一部分——这意味着减排对于实现长期气候目标仍然至关重要。 下方图表展示了在三种排放情景下,使用随机火山强迫(实线)与恒定火山强迫(虚线)时超过1.5C的概率(上图),以及两种强迫方式之间的概率差异(下图)。 十年尺度的气温变率 我们的研究提供的另一个重要发现是:一旦将火山强迫的变率纳入考虑,将更有可能出现极端温暖和寒冷的十年期。 在中等排放情景下,我们发现出现负向十年期趋势——即全球表面温度在某个十年内平均下降——的概率增加了10%到18%。 与此同时,出现极端温暖十年期的概率也随之增加,这反映出火山强迫的变率会同时提高变暖和变冷极端事件发生的可能性。 这一结果凸显了火山喷发如何在十年时间尺度上对全球气温趋势带来显著的波动。 迈向更完善的气候预测 了解火山对气候的影响,对于全面评估农业、基础设施和能源系统在未来所面临的风险至关重要。 使用全面的地球系统模型运行数千种火山情景并不切实际,因为这需要极高的计算资源。但与此同时,当前的方法也存在上文提到的显著局限。 不过,在未来的气候模型工作中,仍有折中方案可行。 […]

  • The right to a healthy environment is at the heart of the landmark Advisory Opinion 32/25 (AO-32/25) on the climate emergency from the Inter-American Court of Human Rights (IACtHR). After a detailed description of scientific evidence about the devastating impacts of the climate crisis, the IACtHR devoted more than thirty pages of its 234-page opinion […]

  • My heart is heavy this week.  The climate crisis is causing death and destruction across the globe — floods in Texas, North Carolina, China, Columbia, and Afghanistan; extreme heat in multiple continents; senseless wars and genocides — all continue in a somber and sad death march. Authoritarianism is more deeply entrenched across the USA and the […]

  • It would be difficult to argue that word embeddings — dense vector representations of words — have not dramatically revolutionized the field of natural language processing (NLP) by quantitatively capturing semantic relationships between words.

  • In order to produce effective targeted therapies for cancer, scientists need to isolate the genetic and phenotypic characteristics of cancer cells, both within and across different tumors, because those differences impact how tumors respond to treatment. Part of this work requires a deep understanding of the RNA or protein molecules each cancer cell expresses, where […]