Climate models are computer simulations that attempt to replicate the complex interactions between Earth’s systems. Improving the accuracy of climate models relies on evaluating uncertainty and minimizing error. The Climate and Global Dynamics Lab at the National Center for Atmospheric Research (NCAR) has recently carried out a Parameter Perturbation Experiment (PPE) to understand how the uncertainty of parameter values affected the output of their model, the Community Land Model (CLM); which simulates terrestrial processes. While the necessary data for the PPE has been collected, the data is stored in a collection of files that are difficult to interpret in their current form. The current website hosts visualizations for a portion of the PPE data, but contains no visualizations for data that more closely simulates Earth system interactions. These issues can be mitigated by developing an emulator with the internal complexity to isolate a one-to-one relationship between a parameter and climate variable, then display the predicted relationship. A publicly available emulator with these capabilities will allow scientists to easily interpret complex climate model outputs and offer insights on parameter-variable relationships that are not being predicted accurately by the model; which can lead to increased accuracy and precision of climate models.
The Santa Barbara Botanic Garden is restoring monarch butterfly habitats in the Los Padres National Forest. Using habitat models and accessibility tools, the team identified key areas for milkweed planting to support monarch populations and streamline future surveys.
Travelleco connects travelers with eco-friendly, locally-owned tourism providers to reduce environmental damage and economic inequality in tourism. The platform promotes transparency with sustainability scores, tracking both environmental impacts and local economic benefits.
The BWBS program is a successful incentive program that slows ships in the SB Channel to reduce pollution & whale strikes—but it must become more widely adopted to have the intended impact. This team presents a strategy to build a pathway to certification through a brand ambassador network.
This project estimates how changes to the rules governing private LUPs could affect the extent of forest cover and agricultural land in the Paraguayan Chaco through a four-step approach: (1) Assess property owners' compliance that deforestation only occurs in authorized areas and determine deforestation rates by using geospatial overlays, (2) Estimate protected forest area under different potential laws in the undeveloped Paraguayan Chaco region by creating mock properties with simulated land use plans, (3) Integrate the simulated LUP configurations into a machine learning model to examine how potential changes to land use laws might influence future deforestation patterns, and (4) To inform forest conservation regulations by providing INFONA and other stakeholders with an interactive platform for exploring the results.
The chaparral ecosystem is prone to fire, but traditional fuel breaks can lead to some unintended consequences. This team delivers educational materials, talking points, and an op-ed on land management for Los Padres Forest Watch to spread awareness of proper land management.
We produced spatial layers of four different wildfire metrics, and conducted exploratory statistical analyses to assess how these wildfire metrics may be affected by GDEs in California. These layers and analyses are incorporated into an interactive dashboard that allows users to view general spatial relationships between groundwater variables, such as GDEs, and various wildfire metrics.
Making sustainable choices when it comes to everyday buying decisions can be challenging for people who are not working in the environmental field. This Instagram strategy fills the gap by providing easy, practical, and fun sustainability tips, emphasizing connection with communities of color.
This project provides the first facility-level analysis of indirect carbon emissions from EAF steel plants in the US. As the US steel industry seeks to decarbonize and promote green steel, understanding the Scope 2 emissions of EAF steel production is essential. The calculated emissions and emissions intensity for each steel plant are available in a public dataset as well as an interactive Tableau dashboard.
Health centers are vulnerable to unreliable power supplies during natural disasters & blackouts. This team created educational flyers, infographics, and a video to help engage & encourage health center staff to transition to solar through Community Energy Company.
Through this project, the capstone team created a reproducible workflow to streamline data entry for the MPS Tracker, as well as a data visualization tool to summarize and highlight trends. These deliverables allow WildAid Marine to increase their efficiency in monitoring and improving MPA enforcement, and successfully share progress with donors and stakeholders.
