CIGLR-ai-lab / GreatLakes-TempSensors

Collaborative repository for optimizing the placement of temperature sensors in the Great Lakes using the DeepSensor machine learning framework. Aiming to enhance the quantitative understanding of surface temperature variability for better environmental monitoring and decision-making.
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Review the 'Great Lakes Science Strategy for the Next Decade' report #10

Closed DaniJonesOcean closed 5 months ago

DaniJonesOcean commented 5 months ago

Issue Description:

An integral part of understanding the context of our GreatLakes-TempSensors project involves gaining a deeper knowledge of the wider ecological, economic, and scientific considerations of the Great Lakes. To this end, please review this important document that outlines strategic scientific initiatives for the Great Lakes over the next ten years.

Reading Assignment:

Task:

Suggestions for Experimentation:

Deliverable:

After you've completed the reading, we will discuss your findings and any innovative ideas that emerge. Your insights will help shape our understanding and approach to the important work we are doing.

Please document any questions or key observations you have while reading, and we will address these in our next team meeting.

Resources:

I hope that you enjoy reading it! I'm certainly still learning a lot about the Great Lakes myself, having only recently come to the field via oceanography.

eredding02 commented 5 months ago

@DaniJonesOcean The Great Lakes Science Strategy For The Next Decade Summary Report’s purpose is to create a framework for moving forward in scientific research to better understand the Great Lakes in order to ensure the health and prosperity of people, as well as economic vitality. I was surprised to see the ethos of the Great Lakes being a resource that needs to be maintained for benefits, rather than an environmental conservation effort.

The report lists gaps in knowledge, including physical processes, lake and groundwater chemistry, food webs and fisheries, watershed dynamics, and multidisciplinary issues. The IJC lists strategies to close these strategies as basic process research, monitoring and long time series measurements, enhanced models and forecasting systems, human capital, and research infrastructure. The project we are working on now directly ties into the strategy of monitoring—we are trying to the optimal sample sites to gain as much information as possible. The report mentions a serious lack of winter data so I would expect DeepSensor to recognize it as a site that would benefit from more information.

DaniJonesOcean commented 5 months ago

@eredding02 Great summary. I totally agree that we should expect DeepSensor to flag up the wintertime as a period over which we need more data. I think that could help us frame some potential research questions, such as:

Here I'm mentioning Western Lake Erie because that's a focus of the SOAR program that I mentioned yesterday, which is focused on long-term environmental monitoring for that region.