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Climate TRACE Releases February 2025 Greenhouse Gas Emissions Data

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Global greenhouse gas emissions for the month of February 2025 totaled 5.04 billion tonnes CO2e. For all updates to Climate TRACE country-, state-, city-, sector-, and asset-level data, visit climatetrace.org.

OAKLAND, Calif., April 24, 2025 /PRNewswire-PRWeb/ — Today, Climate TRACE reported that global greenhouse gas emissions for the month of February 2025 totaled 5.04 billion tonnes CO2e. This represents a decrease of 0.47% vs. February 2024. It should be noted that, as a leap year, February 2024 was one day longer than February 2025, and therefore had one additional day’s worth of emissions. Total global year-to-date emissions total 10.32 billion tonnes CO2e. This is 0.55% lower than the previous year-to-date total for the first two months of 2024. Global methane emissions in February were 31.70 million tonnes — a 0.01% decrease compared to February 2024.

Greenhouse Gas Emissions by Country: February 2025

Climate TRACE’s preliminary estimate of February 2025 emissions in China, the world’s top emitting country, is 1.47 billion tonnes CO2e, which increased by 3.04 million tonnes of CO2e or 0.21% as compared to February 2024.

Of February 2025’s other top five emitting countries:

United States emissions declined by 6.88 million tonnes CO2e, or 1.18% year over year;Russia emissions declined by 2.06 million tonnes CO2e, or 0.63% year over year;India emissions declined by 1.97 million tonnes CO2e, or 0.63% year over year;Indonesia emissions declined by 0.87 million tonnes CO2e, or 0.72% year over year.

In the EU, which as a bloc would be the third largest source of emissions in February 2025, emissions declined by 2.63 million tonnes CO2e compared to February 2024, or 0.79%.

Greenhouse Gas Emissions by Sector: February 2025

Greenhouse gas emissions increased year over year in buildings and decreased in fossil fuel operations, manufacturing, power, and transportation. Transportation saw the greatest change in emissions year over year, with emissions declining by 1.29%.

Agriculture emissions were 554.62 million tonnes CO2e, unchanged vs. February 2024;Buildings emissions were 438.59 million tonnes CO2e, unchanged vs. February 2024;Fossil fuel operations emissions were 870.79 million tonnes CO2e, a 0.39% decrease vs. February 2024;Manufacturing emissions were 873.74 million tonnes CO2e, a 0.13% decrease vs. February 2024;Mineral extraction emissions were 21.89 million tonnes CO2e, unchanged vs. February 2024;Power emissions were 1,256.30 million tonnes CO2e, a 0.79% decrease vs. February 2024;Transportation emissions were 696.78 million tonnes CO2e, a 1.29% decrease vs. February 2024;Waste emissions were 192.56 million tonnes CO2e, unchanged vs. February 2024.

Greenhouse Gas Emissions by City: February 2025

The urban areas with the highest total greenhouse gas emissions in February 2025 were Shanghai, China; Tokyo, Japan; Beijing, China; Suzhou, China; and Houston, United States.

The urban areas with the greatest increase in absolute emissions year over year were Yu, China; Gangneung-si, South Korea; Rizhao, China; Kamisu, Japan; and Shancheng, China. Those with the largest absolute emissions decline were Los Angeles, United States; New York, United States; Tokyo, Japan; Houston, United States; and Dallas, United States.

The urban areas with the greatest increase in emissions as a percentage of their total emissions were Trincomalee, Sri Lanka; Heilbronn, Germany; Yu, China; Slavyansk-na-Kubani, Russia; and Gangneung-si, South Korea. Those with the greatest decrease by percentage were Arauca, Colombia; Yacuiba, Bolivia; Raja, South Sudan; Nicosia, Turkish Republic of Northern Cyprus; and Murnei, Sudan.

For all updates to Climate TRACE country-, state-, city-, sector-, and asset-level data, visit climatetrace.org.

RELEASE NOTES

Revisions to existing Climate TRACE data are common and expected. They allow us to take the most up-to-date and accurate information into account. As new information becomes available, Climate TRACE will update its emissions totals (potentially including historical estimates) to reflect new data inputs, methodologies, and revisions.

With the addition of February 2025 data, the Climate TRACE database is now updated to version v4.2.0. With this version, the database was updated to standardize the use of lowercase ‘t’ for tonnes rather than uppercase ‘T’. Individual sector teams also added 13,757 additional cattle operation emissions sources in France; added 19 oil and gas refining assets and added additional data covering April through June 2024 for refineries in Asia, the Middle East, Africa, Latin America, and parts of Europe; fixed a bug affecting aluminum manufacturing; and added April–June 2024 data for petrochemical steam cracking facilities in Asia and the Middle East. A detailed description of all sectors’ data updates is available in our changelog here.

To learn more about what is included in our monthly data releases and for frequently asked questions, click here. All methodologies for Climate TRACE data estimates are available to view and download here. For any further technical questions about data updates, please contact: coalition@ClimateTRACE.org.

To sign up for monthly updates from Climate TRACE, click here.

Emissions data for March 2025 is scheduled for release on May 29, 2025.

About Climate TRACE

The Climate TRACE coalition was formed by a group of AI specialists, data scientists, researchers, and nongovernmental organizations. Current members include Carbon Yield; CTrees; Duke University’s Nicholas Institute for Energy, Environment & Sustainability; Earth Genome; Former Vice President Al Gore; Global Energy Monitor; Hypervine.io; Johns Hopkins University Applied Physics Lab; OceanMind; RMI; TransitionZero; and WattTime. Climate TRACE is also supported by more than 100 other contributing organizations and researchers, including key data and analysis contributors: Arboretica, Carnegie Mellon University’s CREATE Lab, Global Fishing Watch/emLab, Michigan State University, Open Supply Hub, and University of Malaysia Terengganu. For more information about the coalition and a list of contributors, click here.

Media Contact

Fae Jencks and Nikki Arnone, Climate TRACE, 1 (719) 357-8344, media@climatetrace.org, https://www.climatetrace.org/ 

View original content to download multimedia:https://www.prweb.com/releases/climate-trace-releases-february-2025-greenhouse-gas-emissions-data-302436887.html

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Chef Robotics Physical AI Models Can Now Automate Baked Goods Packing

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SAN FRANCISCO, April 29, 2026 /PRNewswire/ — Chef Robotics, a leader in physical AI for the food industry, today announced that Chef robots can now automate tray assembly for baked goods packing. The application places baked products, such as burger buns, chocolate chip cookies, biscotti, butter cookies, biscuits, fortune cookies, granola bars, rusks, and shortbreads into trays and packaging containers before sealing.

Watch Chef robots in action.

Baked goods packing has historically been difficult to automate for high-mix production. Each item behaves differently on the production line—a granola bar compresses under the wrong grip, while a biscotti or rusk can crack if placed at the wrong angle. Surface textures range from glazed and smooth to crumbly and irregular, and strict presentation requirements leave little room for error. This variability has made it challenging for automation systems to reliably handle baked goods at production speeds, leaving food manufacturers dependent on manual labor and traditional bakery equipment.

To address this, Chef built its baked goods packing application on its existing piece-picking capability, which uses Chef’s AI-powered computer vision and physical AI models trained across diverse real-world production environments. This allows Chef robots to assess each item’s position, shape, and orientation in real time and determine how to pick the items from the pan and place them quickly and precisely without damaging them.

The baked goods packing application supports four distinct placement capabilities.

First, Chef’s vision system detects the angle at which each item sits in the pan and reorients it after picking, placing it on the tray at the exact angle required, regardless of its original position, enabling retail-ready presentation for SKUs that require precise angular placement.

Second, Chef robots can place multiple baked goods into the same packaging container in a single automated pass, completing full tray assembly without manual intervention.

Third, for packaging containers with multiple small compartments, Chef robots can precisely place items into each designated section, including multiple items in the same compartment, using Chef’s AI vision model to detect compartment positions and orientations in real time.

Fourth, Chef’s vision system identifies the exact center of each tray and places every item at a predefined offset from that center, ensuring a uniform, consistent arrangement across every pack regardless of how trays arrive on the conveyor.

For food manufacturers evaluating bakery systems and baked goods packaging automation, the application offers higher throughput, reduced labor dependency, and consistent presentation across shifts. The capability runs on Chef’s existing robotic hardware and software, allowing manufacturers to deploy it without requiring any changes to their production lines.

Chef’s baked goods packing application is available in the U.S., Canada, Germany, and the UK and is included as part of Chef’s robotics-as-a-service (RaaS) pricing model.

About Chef Robotics
Chef is the first company to have commercialized a scalable AI-driven food robotics solution. With over 104 million servings made in production, Chef leverages ChefOS, an AI platform for food manipulation, to offer a Robotics-as-a-Service solution that helps industry-leading food companies increase production volume and meet demand. Headquartered in San Francisco, CA, Chef aims to empower humans to do what humans do best by accelerating the advent of intelligent machines. Visit https://chefrobotics.ai to learn more.

View original content:https://www.prnewswire.com/news-releases/chef-robotics-physical-ai-models-can-now-automate-baked-goods-packing-302756923.html

SOURCE Chef Robotics

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Chef Robotics Physical AI Models Can Now Automate Baked Goods Packing

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SAN FRANCISCO, April 29, 2026 /PRNewswire/ — Chef Robotics, a leader in physical AI for the food industry, today announced that Chef robots can now automate tray assembly for baked goods packing. The application places baked products, such as burger buns, chocolate chip cookies, biscotti, butter cookies, biscuits, fortune cookies, granola bars, rusks, and shortbreads into trays and packaging containers before sealing.

Watch Chef robots in action.

Baked goods packing has historically been difficult to automate for high-mix production. Each item behaves differently on the production line—a granola bar compresses under the wrong grip, while a biscotti or rusk can crack if placed at the wrong angle. Surface textures range from glazed and smooth to crumbly and irregular, and strict presentation requirements leave little room for error. This variability has made it challenging for automation systems to reliably handle baked goods at production speeds, leaving food manufacturers dependent on manual labor and traditional bakery equipment.

To address this, Chef built its baked goods packing application on its existing piece-picking capability, which uses Chef’s AI-powered computer vision and physical AI models trained across diverse real-world production environments. This allows Chef robots to assess each item’s position, shape, and orientation in real time and determine how to pick the items from the pan and place them quickly and precisely without damaging them.

The baked goods packing application supports four distinct placement capabilities.

First, Chef’s vision system detects the angle at which each item sits in the pan and reorients it after picking, placing it on the tray at the exact angle required, regardless of its original position, enabling retail-ready presentation for SKUs that require precise angular placement.

Second, Chef robots can place multiple baked goods into the same packaging container in a single automated pass, completing full tray assembly without manual intervention.

Third, for packaging containers with multiple small compartments, Chef robots can precisely place items into each designated section, including multiple items in the same compartment, using Chef’s AI vision model to detect compartment positions and orientations in real time.

Fourth, Chef’s vision system identifies the exact center of each tray and places every item at a predefined offset from that center, ensuring a uniform, consistent arrangement across every pack regardless of how trays arrive on the conveyor.

For food manufacturers evaluating bakery systems and baked goods packaging automation, the application offers higher throughput, reduced labor dependency, and consistent presentation across shifts. The capability runs on Chef’s existing robotic hardware and software, allowing manufacturers to deploy it without requiring any changes to their production lines.

Chef’s baked goods packing application is available in the U.S., Canada, Germany, and the UK and is included as part of Chef’s robotics-as-a-service (RaaS) pricing model.

About Chef Robotics
Chef is the first company to have commercialized a scalable AI-driven food robotics solution. With over 104 million servings made in production, Chef leverages ChefOS, an AI platform for food manipulation, to offer a Robotics-as-a-Service solution that helps industry-leading food companies increase production volume and meet demand. Headquartered in San Francisco, CA, Chef aims to empower humans to do what humans do best by accelerating the advent of intelligent machines. Visit https://chefrobotics.ai to learn more.

View original content:https://www.prnewswire.com/news-releases/chef-robotics-physical-ai-models-can-now-automate-baked-goods-packing-302756923.html

SOURCE Chef Robotics

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Air Products to Expand Industrial Gas Supply for Samsung Electronics’ Next-Generation Semiconductor Fab in South Korea

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New investment underscores the company’s long-term commitment to Korea and its leading role in the global semiconductor industry 

LEHIGH VALLEY, Pa., April 29, 2026 /PRNewswire/ — Air Products (NYSE:APD), a world-leading industrial gases company and serving Samsung globally, today announced it has been selected by Samsung to supply industrial gases for its new advanced semiconductor fab in Pyeongtaek, Gyeonggi Province, South Korea.

Under the agreement, Air Products will build, own and operate multiple state-of-the-art production facilities and a bulk specialty gas supply system to supply nitrogen, oxygen, argon, and hydrogen for Samsung’s new semiconductor fab. The new facilities are expected to come onstream in multiple phases from 2028 through 2030.

Air Products has a long track record of executing multiple phase expansions in Pyeongtaek to support Samsung’s growing manufacturing needs. This latest project represents Air Products’ largest investment to date in the semiconductor industry and will establish Pyeongtaek as the company’s single largest operations site globally supporting the electronics industry. 

“Air Products is honored to be selected once again by Samsung and to have their continued confidence as a trusted partner supporting their strategic growth plans,” said SR Kim, President, Air Products Korea. “This significant investment reinforces Air Products’ role as a leading global supplier to the semiconductor industry and underscores our long-standing commitment to supporting our strategic customers with safety, reliability, efficiency and excellent service.”

Air Products has served the global electronics industry for more than 40 years, supplying industrial gases safely and reliably to many of the world’s leading technology companies. The company has operated in Korea for more than 50 years and has established a strong position in electronics and manufacturing sectors.

About Air Products

Air Products (NYSE: APD) is a world-leading industrial gases company in operation for over 85 years focused on serving energy, environmental, and emerging markets and generating a cleaner future. The Company supplies essential industrial gases, related equipment and applications expertise to customers in dozens of industries, including refining, chemicals, metals, electronics, manufacturing, medical and food. As the leading global supplier of hydrogen, Air Products also develops, engineers, builds, owns and operates some of the world’s largest clean hydrogen projects, supporting the transition to low- and zero-carbon energy in the industrial and heavy-duty transportation sectors. Through its sale of equipment businesses, the Company also provides turbomachinery, membrane systems and cryogenic containers globally.

Air Products had fiscal 2025 sales of $12 billion from operations in approximately 50 countries. For more information, visit airproducts.com or follow us on LinkedInXFacebook or Instagram.

This release contains “forward-looking statements” within the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. These forward-looking statements are based on management’s expectations and assumptions as of the date of this release and are not guarantees of future performance. While forward-looking statements are made in good faith and based on assumptions, expectations and projections that management believes are reasonable based on currently available information, actual performance and financial results may differ materially from projections and estimates expressed in the forward-looking statements because of many factors, including the risk factors described in our Annual Report on Form 10-K for the fiscal year ended September 30, 2025 and other factors disclosed in our filings with the Securities and Exchange Commission. Except as required by law, we disclaim any obligation or undertaking to update or revise any forward-looking statements contained herein to reflect any change in the assumptions, beliefs or expectations or any change in events, conditions or circumstances upon which any such forward-looking statements are based.

View original content to download multimedia:https://www.prnewswire.com/news-releases/air-products-to-expand-industrial-gas-supply-for-samsung-electronics-next-generation-semiconductor-fab-in-south-korea-302757497.html

SOURCE Air Products

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