search
HomeTechnology peripheralsAIThe power of artificial intelligence to help mitigate and manage climate change

Every day, all of us in our organizations make decisions, potentially hundreds of them—decisions that either increase or decrease sustainability. Which supplier should we choose? Are our products made of green glass or clear glass? Should we hold the meeting in London or New York?

The power of artificial intelligence to help mitigate and manage climate change

Just as AI improves the decisions organizations make to optimize financial performance, improve processes, meet customer needs and more, it will be critical in helping them achieve their climate goals. In fact, because it can collect, complete and interpret large, complex data sets on emissions and climate impacts, AI is critical to helping manage all climate-related issues.

BCG’s (Boston Consulting Group) recent survey of 1,000 global AI and climate leaders tells us more about AI’s potential, as well as the obstacles standing in the way. The survey found that 87% of respondents believe advanced analytics and artificial intelligence, or "AI" for short, are useful tools in today's fight against climate change, but only 43% said they have any input into their own climate change efforts. visionary efforts to use artificial intelligence in.

The power of artificial intelligence to help mitigate and manage climate change

About 87% of respondents to the BCG survey found AI to be a useful tool in combating climate change.

They believe that the greatest commercial value of artificial intelligence lies in reducing and measuring emissions. In fact, global leaders can use artificial intelligence in many different ways to achieve their goals:

Mitigation. AI can help measure emissions at macro and micro levels, reduce their impact, and remove existing emissions from the atmosphere. In our work, we find that AI can help reduce greenhouse gas emissions by the equivalent of 5% to 10% of an organization’s carbon footprint, and 2.6 to 5.3 gigatonnes of CO2 equivalent if scaled up globally.

There are some exciting examples of technology already doing this work. Climate TRACE (Tracking Real-time Atmospheric Carbon Emissions), a consortium backed by Al Gore, uses satellite imagery and artificial intelligence to measure emissions. Blue Sky Analytics is a member of Climate TRACE and specializes in estimating emissions from fires. Pachama uses satellite imagery and artificial intelligence to measure and monitor carbon stored in forests over time, identifying high-quality carbon credits.

BCG’s CO2 AI platform helps organizations measure, simulate, track and optimize their emissions at scale. This ready-to-deploy software can be used across all industries, including oil and gas, biopharmaceutical, automotive and consumer products. It not only accurately measures the emissions directly produced by a company’s own activities (Scope 1 and 2), but also quantifies the more difficult-to-measure indirect emissions produced by a company’s entire value chain (Scope 3).

Adaptability and resilience. AI is also well-suited to help predict climate-related disasters, whether by improving long-term forecasts of localized events such as sea level rise, or by upgrading early warning systems for extreme phenomena such as hurricanes or droughts. One example of how artificial intelligence and advanced analytics can help communities adapt to a changing climate is a project in Southeast Asia. By combining satellite data with advanced flood modeling, the team was able to identify critical infrastructure such as hospitals and wetlands most vulnerable to flooding, and understand where strategically placed artificial barriers could have the greatest impact.

AI can also help with vulnerability and exposure management, monitoring current crises, strengthening infrastructure (e.g. through smart irrigation), protecting populations by predicting large-scale migration patterns, and protecting by identifying and counting species Biodiversity.

Research, Finance and Education. AI can also become a tool to support climate research and modeling to understand the scale of change and inform policy decisions. By predicting carbon prices, it can play a key role in climate finance. AI can help educate the public and influence behavior through personalized tools that estimate carbon footprints or make recommendations for climate-friendly purchases. Investing in these AI-driven fundamentals will be key to the success of mitigation and adaptation and resilience efforts.

Overcoming the Barriers to Artificial Intelligence

There are so many powerful opportunities for AI to make a difference in this fight, but what’s stopping organizations from leveraging it more? While AI solutions are already well established and ready for widespread use in some areas, most existing solutions are fragmented, may not be accessible, and lack the resources to scale. Among survey respondents, 78% said barriers were due to insufficient AI expertise, 77% reported limited availability, and 67% reported a lack of confidence in AI-related data and analytics.

The power of artificial intelligence to help mitigate and manage climate change

About 78% of respondents to the BCG survey said they don’t have access to adequate AI expertise and resources. Source: The Boston Consulting Group

Artificial intelligence is not a panacea, it is one of many tools we should be using to address this global challenge. But it can help us get on a smarter, more data-driven, faster path because we have no time to waste.

The above is the detailed content of The power of artificial intelligence to help mitigate and manage climate change. For more information, please follow other related articles on the PHP Chinese website!

Statement
This article is reproduced at:51CTO.COM. If there is any infringement, please contact admin@php.cn delete
2023年机器学习的十大概念和技术2023年机器学习的十大概念和技术Apr 04, 2023 pm 12:30 PM

机器学习是一个不断发展的学科,一直在创造新的想法和技术。本文罗列了2023年机器学习的十大概念和技术。 本文罗列了2023年机器学习的十大概念和技术。2023年机器学习的十大概念和技术是一个教计算机从数据中学习的过程,无需明确的编程。机器学习是一个不断发展的学科,一直在创造新的想法和技术。为了保持领先,数据科学家应该关注其中一些网站,以跟上最新的发展。这将有助于了解机器学习中的技术如何在实践中使用,并为自己的业务或工作领域中的可能应用提供想法。2023年机器学习的十大概念和技术:1. 深度神经网

超参数优化比较之网格搜索、随机搜索和贝叶斯优化超参数优化比较之网格搜索、随机搜索和贝叶斯优化Apr 04, 2023 pm 12:05 PM

本文将详细介绍用来提高机器学习效果的最常见的超参数优化方法。 译者 | 朱先忠​审校 | 孙淑娟​简介​通常,在尝试改进机器学习模型时,人们首先想到的解决方案是添加更多的训练数据。额外的数据通常是有帮助(在某些情况下除外)的,但生成高质量的数据可能非常昂贵。通过使用现有数据获得最佳模型性能,超参数优化可以节省我们的时间和资源。​顾名思义,超参数优化是为机器学习模型确定最佳超参数组合以满足优化函数(即,给定研究中的数据集,最大化模型的性能)的过程。换句话说,每个模型都会提供多个有关选项的调整“按钮

人工智能自动获取知识和技能,实现自我完善的过程是什么人工智能自动获取知识和技能,实现自我完善的过程是什么Aug 24, 2022 am 11:57 AM

实现自我完善的过程是“机器学习”。机器学习是人工智能核心,是使计算机具有智能的根本途径;它使计算机能模拟人的学习行为,自动地通过学习来获取知识和技能,不断改善性能,实现自我完善。机器学习主要研究三方面问题:1、学习机理,人类获取知识、技能和抽象概念的天赋能力;2、学习方法,对生物学习机理进行简化的基础上,用计算的方法进行再现;3、学习系统,能够在一定程度上实现机器学习的系统。

得益于OpenAI技术,微软必应的搜索流量超过谷歌得益于OpenAI技术,微软必应的搜索流量超过谷歌Mar 31, 2023 pm 10:38 PM

截至3月20日的数据显示,自微软2月7日推出其人工智能版本以来,必应搜索引擎的页面访问量增加了15.8%,而Alphabet旗下的谷歌搜索引擎则下降了近1%。 3月23日消息,外媒报道称,分析公司Similarweb的数据显示,在整合了OpenAI的技术后,微软旗下的必应在页面访问量方面实现了更多的增长。​​​​截至3月20日的数据显示,自微软2月7日推出其人工智能版本以来,必应搜索引擎的页面访问量增加了15.8%,而Alphabet旗下的谷歌搜索引擎则下降了近1%。这些数据是微软在与谷歌争夺生

荣耀的人工智能助手叫什么名字荣耀的人工智能助手叫什么名字Sep 06, 2022 pm 03:31 PM

荣耀的人工智能助手叫“YOYO”,也即悠悠;YOYO除了能够实现语音操控等基本功能之外,还拥有智慧视觉、智慧识屏、情景智能、智慧搜索等功能,可以在系统设置页面中的智慧助手里进行相关的设置。

人工智能在教育领域的应用主要有哪些人工智能在教育领域的应用主要有哪些Dec 14, 2020 pm 05:08 PM

人工智能在教育领域的应用主要有个性化学习、虚拟导师、教育机器人和场景式教育。人工智能在教育领域的应用目前还处于早期探索阶段,但是潜力却是巨大的。

30行Python代码就可以调用ChatGPT API总结论文的主要内容30行Python代码就可以调用ChatGPT API总结论文的主要内容Apr 04, 2023 pm 12:05 PM

阅读论文可以说是我们的日常工作之一,论文的数量太多,我们如何快速阅读归纳呢?自从ChatGPT出现以后,有很多阅读论文的服务可以使用。其实使用ChatGPT API非常简单,我们只用30行python代码就可以在本地搭建一个自己的应用。 阅读论文可以说是我们的日常工作之一,论文的数量太多,我们如何快速阅读归纳呢?自从ChatGPT出现以后,有很多阅读论文的服务可以使用。其实使用ChatGPT API非常简单,我们只用30行python代码就可以在本地搭建一个自己的应用。使用 Python 和 C

人工智能在生活中的应用有哪些人工智能在生活中的应用有哪些Jul 20, 2022 pm 04:47 PM

人工智能在生活中的应用有:1、虚拟个人助理,使用者可通过声控、文字输入的方式,来完成一些日常生活的小事;2、语音评测,利用云计算技术,将自动口语评测服务放在云端,并开放API接口供客户远程使用;3、无人汽车,主要依靠车内的以计算机系统为主的智能驾驶仪来实现无人驾驶的目标;4、天气预测,通过手机GPRS系统,定位到用户所处的位置,在利用算法,对覆盖全国的雷达图进行数据分析并预测。

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

AI Hentai Generator

AI Hentai Generator

Generate AI Hentai for free.

Hot Article

Hot Tools

VSCode Windows 64-bit Download

VSCode Windows 64-bit Download

A free and powerful IDE editor launched by Microsoft

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

mPDF

mPDF

mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),

SAP NetWeaver Server Adapter for Eclipse

SAP NetWeaver Server Adapter for Eclipse

Integrate Eclipse with SAP NetWeaver application server.