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Expanding ocean observation systems for better understanding of climate change impacts and marine ecosystems

Gather crucial data on ocean warming, acidification, sea-level rise, and marine biodiversity, enabling more accurate climate modeling and informed conservation efforts.

101-trends101-trend-049
Publish Date2025-05-29
Updated Date2026-09-18
Horizonnow
TimeframeAlready deployable or scaling now
Confidencehigh

Every small fish in a big pond knows there is still plenty of food to catch in an even bigger ocean!

— Jim Carroll

The opportunity

Gather crucial data on ocean warming, acidification, sea-level rise, and marine biodiversity, enabling more accurate climate modeling and informed conservation efforts.

From “Daily Inspiration: “Every small fish in a big pond knows there is still plenty of food to catch in an even bigger ocean!”” (August 2020)

The only way to get ahead in the billion channel universe is to continue to push yourself to put out a great product - better than the rest of them. It involves never stopping pushing against the boundaries, breaking the barriers, smashing the conventions.

From “AI Megatrends - AI In Energy : Connected, Intelligent Energy and Energy SaaS” (June 2023)

Energy - Wind Farms; Recent Findings in Wind Farms Described by a Researcher from German Research Center for Artificial Intelligence (Towards Digital Twins of the Oceans: The Potential of Machine Learning for Monitoring the Impacts of Offshore Wind Farms on Marine Life 29 May 2023, Journal of Engineering

The idea is that closely analyzing driving and charging behavior will lead to a better understanding of how to manage EV demand on the grid, and help utilities develop customer charging programs. Results of the research are expected later this year.

The ability to design a more effective hydraulic fracturing program for a particular basin and predict how much oil and gas can be extracted from it is vital. However, executing a better design and obtaining accurate predictions is difficult because the process occurs underground. That is why AI is being used to make sense of multiple data sets and predict a well’s performance prior to drilling. These models will help energy producers optimize oil and gas stimulation and production and reduce environmental waste.

From “Decoding Tomorrow: 30 Megatrends - #25 Urban Reimagination : “Beyond smart, we are building living cities: integrated ecosystems designed for a resilient, equitable, and profoundly human future.”” (July 2025)

IoT Sensor Network . A foundational layer of IoT sensors, powered by 5G networks, acts as a city’s nervous system, collecting real-time data across all urban systems.

Data Streams . Vast amounts of real-time information about all urban systems.

Oceania integrates indigenous knowledge systems with Western planning, emphasizing nature-based solutions and biodiversity.


Read the full pieces on jimcarroll.com:

Daily Inspiration: “Every small fish in a big pond knows there is still plenty of food to catch in an even bigger ocean!”
AI Megatrends - AI In Energy : Connected, Intelligent Energy and Energy SaaS
Decoding Tomorrow: 30 Megatrends - #25 Urban Reimagination : “Beyond smart, we are building living cities: integrated ecosystems designed for a resilient, equitable, and profoundly human future.”

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