data

Consider, for example, the sooner case of using AI to decide where you can locate charging stations for electric vehicles based on existing patterns of EV use (Tao et al. 2018).
It’s possible that using AI to choose where to place charging stations based purely on existing patterns of EV ownership—which could be skewed towards wealthier areas—may bring about bias against less wealthy areas, subsequently disincentivising the uptake of EVs in these areas.
In the same vein, attempts to depend on smartphones to infer individuals’ transportation choices may lead to biased choices unless communities with lower smartphone uptake are properly accounted for.
“Because of the work we’ve done over the years in expanding our models, capabilities, and data reach, we’ve gone from reducing the same as the emissions of several cars a decade ago to presenting reduced the emissions equivalent of 13 power plants by the end of 2020,” said Millstein.

• This makes ICT a wildcard of the economy – in the right framing the technology is actually a major tool to implement low-carbon and circular solutions in every sectors – used wrongly, however, it might also accelerate carbon intensive processes and businesses.
• For all your opportunities these policy documents highlight, they brush on the challenges that need to be addressed to make sure a successful
• This gives persistent systematic surveillance of wildfires, empowering firefighters with the intelligence to efficiently manage and fight them.
• To see a more detailed picture of digital solutions, let’s review some popular renewable energy sectors like wind and solar and innovative startups.

The Framework For Using AI in Combating Climate Change is changing how we think about climate change.
In past times, adaptation was often thought of as something that we did after the fact, in reaction to an event that had already occurred.

Preparing

Sustainability software can apply in-built tools that help set and manage boundaries as time passes.
This calculation method can prove complex, so it’s essential your sustainability reporting platform can support both location and market-based calculation methods.
If your company has power purchase agreements, the certificates might not exist.
In this scenario, determine the emissions factor tied to the contract and document accordingly.
Only utilize the publicly available residual mix emission factors that are within the region that is being accounted for if the supplier’s direct information isn’t accessible.

Mr. Seaman has been at the Jet Propulsion Laboratory for 35 years with over 25 years of demonstrated experience in managing and delivering top notch optical instruments.
These instruments add a wide spectral range of technologies serving both NASA and non-NASA customers.
Mr. Seaman recently received the NASA Outstanding Public Leadership Medal for his contribution to the legacy of continuous spectrometer advancement at NASA.
Lab at the University of Utah were he also received his Bachelor’s in Photography and Master’s in Geography.
His Master’s thesis work accessed the viability of training fully convolutional neural networks for the delineation of methane plumes from imaging spectroscopy data.
Zach Franz is a Senior Front End Engineer at Carbon Mapper where he develops internal and external applications.

The reported and estimated decrease (by 30%) of EU-based data centres is basically due to efforts by EU member states to improve the share of renewable energies in power generation .
The CO2 emissions stemming from national power generation across EU member states have been decreasing, albeit emission rates differ significantly between different member states.
For example, power generation in Estonia emits over 9 times more CO2 than in Slovakia .
Moore’s law has resulted in developers having the capacity to double an application’s performance for the same hardware cost.
Prior to 2012, AI developments have closely mirrored Moore’s law, with available compute doubling approximately every 2 yrs (Perrault et al. 2019).
As shown in Fig.8, improvements in computer hardware provided almost a 50,000 × improvement in performance, while the computational requirements of neural networks had grown at a similar pace

Discover The Single Source Of Truth For Environmental Data

Industry 4.0 technologies provide critical perspectives for future innovation and business growth.
Technologies like Artificial Intelligence , Internet of Things , Big data, Machine Learning , along with other advanced upcoming technologies are being used to implement Industry 4.0.

Approach that unlocks critical opportunities in the transition to a low-carbon economy by working at the intersection of emerging low-carbon initiatives.
“Companies that put AI at their core are far more likely to be contributing positively to climate resilience, adaptation, and mitigation efforts than those that usually do not,” states Hodson.
For further information on how your personal data will undoubtedly be processed and how your consent can be managed, refer to theTCS Privacy Notice.

• An intelligent platform solution to aggregate data from multiple parties and make tips about the very best steps towards decarbonization is crucial.
• Types of forward-looking statements include statements made concerning the strategy, estimates of sales growth, future EBITA, future developments in Philips’ organic business and the completion of acquisitions and divestments.
• That’s why the more innovations in the power sector we will have, the closer humanity will get to a carbon-free footprint.
• , e-GRID USA, IEA National Electricity Factors, NZ Ministry for the surroundings, and IPCC.
• The emissions from burning fuel across the aviation industry were reported to be about 800Mt CO2 in 2015.

Data must lie in the centre of any effective decarbonization strategy — to see strategy and tactics and to deliver robust and verifiable reporting.
Organizations that engage teams, establish robust governance processes for sustainability and energy data, and use technology to derive insights will accelerate progress toward decarbonization goals and reap the rewards of a low carbon future.
Investors are evaluating sustainability performance alongside financial performance when coming up with investment decisions.
Therefore, the processes and tools to capture and manage emissions reduction performance must meet up with the same robust requirements which are already in place for financial data.
Carbon accounting software can maintain an emission factor engine for nationally-recognized carbon emissions factor data tables to include Australian National Greenhouse Accounts, DEFRA , US EPA

[newline]Given the political and economic commitments it has recently made, the EU would be an especially suitable sponsor and host of this initiative.
The EU is also in a respected position internationally to disseminate its findings to aid action against climate change at a worldwide scale.
The prior sections identified two areas where tips for leveraging the opportunities and addressing the challenges posed by AI in the context of climate change can be offered.
Stated as objectives, these are, first, to harness the potential of AI for understanding and combatting climate change with techniques that are ethically sound; and second, to gauge and minimise how big is AI’s carbon footprint.
In this section, we address these two objectives, to identify specific methods and areas of intervention for European policymakers and AI researchers in turn.
For some or all industry sectors, AI offers significant “gains in efficiency and performance” , and even, the European Commission’s Horizon 2020 programme has been buying projects using AI systems to boost the power and resource efficiency of several sectors .

IHI Corporation and Fujitsu Limited today announced the launch of a joint project on environmental value trading starting April 1, 2022, with the purpose of contributing to the realization of a carbon-neutral society and to revitalize the marketplace of environmental value trading ecosystems.
Fujitsu’s innovative retail technology and hospitality solutions increase efficiency and future proof the retail customer experience in an omni-channel world.
Now the has powered up again and COVID-19 is forcing companies to accelerate their digitalization strategy.
Manufacturers are striving to meet up the demands of a changed consumer by developing agility, resilience and security, responsiveness and innovation.
Sustainability Given the requirement to enhance sustainability-focused corporate management, fulfilling corporate social responsibility from the global perspective is becoming an extremely important issue.
The Fujitsu Platform Business promotes its Sustainability activities based on the Fujitsu Way.
Fujitsu takes care to use responsibly at every stage of the product’s lifecycle.