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A Climatology Of Sudden Stratospheric Warmings And Their Tropospheric Response, Joe Lovelien, Mark Sinclair May 2026

A Climatology Of Sudden Stratospheric Warmings And Their Tropospheric Response, Joe Lovelien, Mark Sinclair

Publications

Sudden Stratospheric Warmings (SSWs) are major disruptions of the wintertime polar vortex that can significantly influence surface weather, including cold air outbreaks (CAOs) across the midlatitudes. This study presents a climatology of SSWs from 1948-2024 using NCEP-NCAR reanalysis data and examines their temporal distribution, relationships with large-scale climate variability, and impacts on surface temperatures in the United States. SSWs are identified using previously published definitions based on the reversal of zonal-mean winds at 60°N and 10 hPa. A total of 44 SSW events were identified, with a strong seasonal preference for January through March. Some decadal variability is observed, though …


Modeling Water Quality And Cyanobacteria Blooms In St. Lucie Estuary, Florida, Mohmmad Masudur Rahman May 2026

Modeling Water Quality And Cyanobacteria Blooms In St. Lucie Estuary, Florida, Mohmmad Masudur Rahman

Electronic Theses and Dissertations 2020 - Present

The St. Lucie Estuary (SLE) on Florida’s east coast is vital for diverse aquatic life and provides essential services to local communities. However, the estuary’s health is threatened by water quality deterioration due to nutrient-driven phytoplankton blooms, particularly cyanobacteria, which have increased in frequency over recent decades. These blooms may worsen water quality by reducing dissolved oxygen, altering pH, and increasing turbidity. Moreover, some phytoplankton species, including Microcystis aeruginosa, a freshwater cyanobacteria species, produce harmful toxins, posing risks to both marine aquatic life and human health in this area. Primary nutrient sources in this estuary include watershed freshwater discharges, …


Microplastic Composition And Exposure Pathways In Freshwater Systems: A Multi-Matrix Comparison Between Streams And Retention Ponds In Hamilton County, In, Mya Whaley May 2026

Microplastic Composition And Exposure Pathways In Freshwater Systems: A Multi-Matrix Comparison Between Streams And Retention Ponds In Hamilton County, In, Mya Whaley

All-Inclusive List of Electronic Theses and Dissertations

Since the early 1900s, the use of plastics has increased exponentially. The breakdown of plastic materials has exposed all ecosystems to microplastics (small particles of plastic < 5 mm), which are now ubiquitous in natural settings. Microplastics have a relatively large surface area, and many chemicals adsorb to these small particles, impacting their fate and transport of pollution. While microplastics have been found in virtually every setting on Earth, research is necessary to understand their impact on freshwater ecosystems and biogeochemical cycles. The focus of this research was to investigate microplastic compositions in crayfish, sediments, and water samples collected in streams and retention ponds. We analyzed trends in microplastic counts across different land-cover classes, waterbody types, and species, and compared concentrations among matrices to improve our understanding of microplastic exposure pathways in freshwater ecosystems. As a secondary objective, lead and arsenic concentrations were analyzed from sediment samples to investigate metal burdens and compare them to microplastic concentrations. Our findings revealed that, in general, urban streams had the highest microplastic concentrations within land cover categories, and retention ponds had higher microplastic counts than streams. Crayfish, such as F. rusticus had higher microplastic concentrations than F. virilis and F. propinquus, although these results may be influenced by study design. The most common microplastic type was fibers, and most common color was transparent. There was no significant correlation between microplastic and metal concentrations in sediments. We found crayfish to be adequate bioindicators of microplastic pollution, because they were less impacted by environmental variability than sediment and water samples. This research presents the first evidence of microplastics in our study species, F. propinquus, F. rusticus, and F. virlis. This work presents new evidence of microplastic accumulation in crayfish, sediments, and water from freshwater systems in the Midwestern United States. Microplastics were found in every sample type—crayfish, water, and sediment—across urban, rural, and forested landscapes, highlighting their pervasive distribution. The findings provide foundational data for assessing emerging ecological and human-health risks and emphasize the importance of sustained monitoring and research on MP contamination in freshwater environments.


Dendroclimatic Response Of The Wet Miombo Woodland Species: A Case Study Of Mufulira District, Copperbelt Province, Zambia, Collins Chibuye Malubeni May 2026

Dendroclimatic Response Of The Wet Miombo Woodland Species: A Case Study Of Mufulira District, Copperbelt Province, Zambia, Collins Chibuye Malubeni

All-Inclusive List of Electronic Theses and Dissertations

Zambia is a tropical, landlocked country that lies in the South-Central part of Africa. The climate in Zambia includes distinct dry and rainy seasons, mainly influenced by the north-south movement of the Intertropical Convergence Zone (ITCZ), which shifts seasonally. This research is focused on understanding the relationship between tree growth and climate using dendrochronology. Forty-nine tropical species, including Julbernardia paniculata, Brachystegia longifolia, and Pericopsis angolensis, were analysed for dendroclimatic potential, and 70% showed clear ring formation, indicating that trees in this locality produce distinct annual ring boundaries. For the single species chronology, thirteen cores from eight trees that were initially …


Warming Climate Amplifies Vapor Pressure Deficit Limits On Gross Primary Productivity, Shiqin Xu, Nate G. Mcdowell, Tim R. Mcvicar, Diego G. Miralles, Stephen Sitch, Pablo Sanchez-Martinez, Joshua B. Fisher, Pierre Friedlingstein, Hylke E. Beck, Matthew F. Mccabe Apr 2026

Warming Climate Amplifies Vapor Pressure Deficit Limits On Gross Primary Productivity, Shiqin Xu, Nate G. Mcdowell, Tim R. Mcvicar, Diego G. Miralles, Stephen Sitch, Pablo Sanchez-Martinez, Joshua B. Fisher, Pierre Friedlingstein, Hylke E. Beck, Matthew F. Mccabe

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Ongoing climate warming may profoundly impact terrestrial gross primary productivity (GPP), a key component of the global carbon cycle. However, uncertainty in the relative roles of atmospheric water demand (vapor pressure deficit, VPD) and root-zone soil moisture (SM) limits predictions of drought impacts on GPP. Here, we show that growing-season GPP was more strongly constrained by VPD than SM globally, based on observation-constrained model estimates, satellite retrievals and Dynamic Global Vegetation Model simulations. The importance of VPD increased with higher temperatures and more severe and prolonged droughts. This pattern reflects VPD’s critical role in regulating stomatal conductance and plant hydraulic …


2026 April 30 - Tennessee Weekly Drought Summary, Tennessee Climate Office, East Tennessee State University Apr 2026

2026 April 30 - Tennessee Weekly Drought Summary, Tennessee Climate Office, East Tennessee State University

Tennessee Climate Office Weekly Drought Summaries

No abstract provided.


Assessment Of Morphological Differences And Genetic Variation In Head Shape Of Florida Pompano Trachinotus Carolinus, Neriah Nicholas Apr 2026

Assessment Of Morphological Differences And Genetic Variation In Head Shape Of Florida Pompano Trachinotus Carolinus, Neriah Nicholas

Electronic Theses and Dissertations 2020 - Present

Genomics research can inform selective breeding programs to improve broodstock and seedstock quality for the U.S. warmwater marine finfish aquaculture industry. Florida pompano Trachinotus carolinus serves as a model species for the industry due to its commercial value and ability to spawn in captivity. This study examined a growth abnormality observed in commercially produced juveniles in partnership with Aquaco Farms LLC. Twenty fish were collected, culled, and euthanized by Aquaco staff, then classified into two head types: “normal” and “concaved”. Eleven morphological measurements were recorded before and after freezing to assess head variation and storage effects. DNA from pectoral fin …


Assessing Hyperlocal And Local Air Quality Through Passive Samplers And Low-Cost Monitors, Yan He Apr 2026

Assessing Hyperlocal And Local Air Quality Through Passive Samplers And Low-Cost Monitors, Yan He

McKelvey School of Engineering Graduate Student Theses & Dissertations

Air pollution is a major environmental health concern and has been associated with respiratory disease, cardiovascular morbidity, metabolic disorders, premature mortality, and additional adverse health outcomes. Air pollution often exhibits substantial variability at fine spatial scales, yet conventional regulatory monitoring networks are too sparse to resolve neighborhood-level exposure gradients that may exist in many urban and rural communities. Hyperlocal differences in pollutant concentrations—driven by local emission sources, land use characteristics, atmospheric chemistry, and meteorological conditions—can lead to systematic differences in long-term exposure among populations living only short distances apart. Improving exposure characterization therefore requires dense monitoring strategies and spatial modeling …


The Atmospheric Effects On The Extratropical Transition Of Hurricane Sandy, Natalie Paone Apr 2026

The Atmospheric Effects On The Extratropical Transition Of Hurricane Sandy, Natalie Paone

Ocean Engineering and Marine Sciences Student Publications

  • Hurricane Sandy formed in the Caribbean in late October 2012 and intensified to a Category 3 hurricane before making landfall in Cuba and later New Jersey (Blake et al., 2013). Sandy caused approximately $68.7 billion in damages and over 250 fatalities, making it one of the most impactful storms in U.S. history. 
  • During extratropical transition (ET), tropical cyclones interact with midlatitude systems, leading to structural changes such as expansion of the wind field, development of frontal boundaries, and increased baroclinicity (Hart and Evans, 2001). Sandy is a key example of a hybrid cyclone where ET did not weaken impacts but …


Tiny Engineers: How Polycheateworms Can Extend Sedimentary Oxic Layers And Create Better Seagrass Habitats, Natalie Spohn Apr 2026

Tiny Engineers: How Polycheateworms Can Extend Sedimentary Oxic Layers And Create Better Seagrass Habitats, Natalie Spohn

Ocean Engineering and Marine Sciences Student Publications

The Indian River Lagoon (IRL) is a shallow, well mixed estuary on the East Coast of Florida. Presently, the IRL is suffering eutrophication due to a cycle of harmful algal blooms (HABs) that deplete the water column of oxygen (2,5). Deposition of organic matter from HABs in the sediment leads to reduced sedimentary oxygen, continuing to support the cycle of eutrophication through benthic-pelagic coupling (1,5). Anaerobic sedimentary conditions can increase concentrations of ammonium and sulfide, leading to seagrass loss (3,4,6,7,10). Bioturbation by infauna can extend the oxic layer of sediments, promoting aerobic processes and helping to remove nitrogen and sulfur …


Ontogeny Of Microbial Community Structure In Shoal Grass Grown In Biochar-Amended Sediments, Sajeda Slhoub, Nicole Katz, Joey Ciocher, Jack Denvir, Jenisse Louis, Katelynn Zagami Apr 2026

Ontogeny Of Microbial Community Structure In Shoal Grass Grown In Biochar-Amended Sediments, Sajeda Slhoub, Nicole Katz, Joey Ciocher, Jack Denvir, Jenisse Louis, Katelynn Zagami

Ocean Engineering and Marine Sciences Student Publications

The Indian River Lagoon (IRL) is one of the most biologically diverse estuaries in the United States and contributes over $55.4 billion annually to Florida’s economy. Since 2010, more than 52% of the IRL seagrass meadows have been lost, reducing both the ecological and the economic potential of this ecosystem. Biochar, a stable carbon material produced by pyrolysis, added to soil enhance organic productivity perhaps because of increased microbial activity in the soil (Lehmann et al., 2017). Our study evaluates the use of biochar to grow resilient strains of seagrass for ecosystem restoration in the IRL.


N.A.U.T.I.L.U.S.: Natural Aquaculture Using Technology In Living Underwater Systems, Joey Ciocher, Abby Vallejo, Will Marble, Martin Pham, Roger Jiang Apr 2026

N.A.U.T.I.L.U.S.: Natural Aquaculture Using Technology In Living Underwater Systems, Joey Ciocher, Abby Vallejo, Will Marble, Martin Pham, Roger Jiang

Ocean Engineering and Marine Sciences Student Publications

Marine protected areas (MPAs) are small subsets of marine ecosystems with limited to no access to exploitation to promote sustainability and growth of healthy populations of marine organisms. Factors that affect the performance of MPAs include Size, Age, Level of Protection, Enforcement and Compliance, Isolation and Connectivity, and Habitat Quality and Diversity.


Hydrodynamic Response To Hurricane Forcing At Sebastian Inlet, Ava Russin Apr 2026

Hydrodynamic Response To Hurricane Forcing At Sebastian Inlet, Ava Russin

Ocean Engineering and Marine Sciences Student Publications

Tidal inlets are influenced by tides, wind, and atmospheric forcing, which can be significantly altered during hurricanes. Using Acoustic Doppler Current Profiler observations, this study quantifies storm-driven changes in depth averaged velocity and residual circulation at Sebastain Inlet before, during, and after Hurrican Ian and Hurricane Nicole (2022).


Era5 Vs Asos: Verifying Reanalysis Accuracy In The Fort Pierce Ef3 Tornado, Anastasia Vosinakis Apr 2026

Era5 Vs Asos: Verifying Reanalysis Accuracy In The Fort Pierce Ef3 Tornado, Anastasia Vosinakis

Ocean Engineering and Marine Sciences Student Publications

  • October 9th, 2024, Hurricane Milton made landfall in Florida (NHC, 2024). 
  • Just before Milton made landfall, tornadoes were being produced on the East Coast of Florida. 
  • The tornado being studied is the EF3 tornado which occurred in Fort Pierce, Florida. 
  • Six people tragically lost their lives. 
  • Focus of project: to see the correlation of wind reanalysis data when studying tornadoes.


Growing Pains: A Genetic Comparison Of Nurse Sharks (Ginglymostoma Cirratum) With Differing Growth Rates, Michelle Gargiulo Apr 2026

Growing Pains: A Genetic Comparison Of Nurse Sharks (Ginglymostoma Cirratum) With Differing Growth Rates, Michelle Gargiulo

Ocean Engineering and Marine Sciences Student Publications

Nurse sharks, Ginglymostoma cirratum, range throughout the tropical and subtropical Atlantic, and are commonly found in coastal ecosystems in Southern Florida and the Keys. Nurse sharks like all Elasmobranchs (sharks, skates, and rays) are slowgrowing and long lived, making them susceptible to extinction. Recently listed as vulnerable on the IUCN Red List1,2, nurse sharks are relatively underrepresented in scientific literature, and much research remains to be done to understand and protect this species. Growth rates and body size between fish populations of the same species can vary widely. Individuals in the tropics often grow faster and mature at a smaller …


Conservation Of Stress And Immune Gene Families Across Major Aquaculture Fish Species, Julia Pearson, Rana Alghorir, Maryam Young, Abby Briggs, Sonia Peters Apr 2026

Conservation Of Stress And Immune Gene Families Across Major Aquaculture Fish Species, Julia Pearson, Rana Alghorir, Maryam Young, Abby Briggs, Sonia Peters

Ocean Engineering and Marine Sciences Student Publications

Aquaculture environments impose thermal, oxidative, and immune stress. Successful species must maintain cellular stability under these conditions. They can do this by the relative expression of stress genes.


Microburst Day Potential Index: Improving Launch And Public Safety, Zachary Kopel Apr 2026

Microburst Day Potential Index: Improving Launch And Public Safety, Zachary Kopel

Ocean Engineering and Marine Sciences Student Publications

Microbursts

  •  A common convective wind event 
  • Capable of causing damage from wind exceeding 30kts (NWS) 
  • Cape Canaveral is a prime microburst environment 
  • Can affect launch ops and daily activities by exceeding safety standards


Influence Of Sediment Composition On Seagrass Growth, Hattie Lechner, Joshua Ahrens Apr 2026

Influence Of Sediment Composition On Seagrass Growth, Hattie Lechner, Joshua Ahrens

Ocean Engineering and Marine Sciences Student Publications

Seagrass Beds are a vital component of the Indian River Lagoon (IRL). They support biodiversity and improve water quality, yet they have experienced significant declines in recent years. Multiple restoration efforts have attempted to replant seagrass in the lagoon and have experienced varying levels of success. Sediment characteristics such as grain size, pH, and nutrient/sulfide concentrations can influence seagrass health and growth, but the relative importance is unclear. This study investigated the relationship between sediment characteristics and the performance of the seagrass Halodule wrightii across multiple different types of sediments found within the IRL in order to identify ideal sediments/locations …


The Carbon Dioxide Utilization Potential Of Marine Algae, Declan O'Leary, Giovanni Williams, Joey Ciocher, Aidan Yeilding, Eddie Wawrzycki-Stein, Melvin Jarrett, William Marple, Olivia Mullenski, Abby Tickett, Connor Burnand, David Kulcsar Apr 2026

The Carbon Dioxide Utilization Potential Of Marine Algae, Declan O'Leary, Giovanni Williams, Joey Ciocher, Aidan Yeilding, Eddie Wawrzycki-Stein, Melvin Jarrett, William Marple, Olivia Mullenski, Abby Tickett, Connor Burnand, David Kulcsar

Ocean Engineering and Marine Sciences Student Publications

Excessive atmospheric CO₂ drives ocean acidification, lowering seawater pH and carbonate ion availability, which impairs calcification in corals, mollusks, and many plankton—threatening reef structure, biodiversity, and food webs (1, 2).

The goal of this research is to explore the potential of marine algae or seaweeds in reducing carbon dioxide in the oceans.


Finding Jaws: Dna Barcoding Shark Cartilage To Identify Species, Kenna Peters Apr 2026

Finding Jaws: Dna Barcoding Shark Cartilage To Identify Species, Kenna Peters

Ocean Engineering and Marine Sciences Student Publications

Elasmobranchs (sharks and rays) are vital keystone predators that help regulate the health of marine ecosystems, and some of the largest and most wide-ranging fishes in the ocean1. Elasmobranch identification is difficult due to morphological similarities between species, and the high risk of encountering cryptics. These are evolutionarily distinct, but physically identical to more common taxa, and can only be identified using genetics. Misidentification is a major obstacle to shark science, especially considering new data showing that >70% of all elasmobranchs have been lost in the past 50 years, and many sharks are now shifting ranges in response to global …


Growth And Nutrient Uptake Of Ulva Lactuca: Theoretical Nutrient Removal And Fertilizer Reuse Potential, Audrey Crawford Apr 2026

Growth And Nutrient Uptake Of Ulva Lactuca: Theoretical Nutrient Removal And Fertilizer Reuse Potential, Audrey Crawford

Ocean Engineering and Marine Sciences Student Publications

  • Eutrophication is a major problem in the Indian River Lagoon (IRL)  
  • One natural response to eutrophication is increased algal growth
  • Previous studies identified Ulva lactuca as one of the fastest-growing macroalgal species in the lagoon (Whitehouse and Lapointe, 2015) 
  • Ulva lactuca also has potential use as a fertilizer, creating a link between nutrient removal and beneficial reuse
  • This study aimed to quantify nutrient uptake rates of Ulva lactuca in order to estimate how much nutrient load could theoretically be reduced through large-scale cultivation


Does Information Loss Bias Our Estimates Of Predation In The Fossil Record?, Ashcon Davachi Apr 2026

Does Information Loss Bias Our Estimates Of Predation In The Fossil Record?, Ashcon Davachi

Ocean Engineering and Marine Sciences Student Publications

  • Predation in fossil marine-ecosystems is generally estimated through analysis of time-averaged prey assemblages.
  • Do time-averaged assemblages reflect predation on smaller ecological time scales?
  • In this project I compared estimates of predation-related damage to snail shells derived on two ecological time scales to determine whether information loss biases our estimates of predation in the fossil record


Thermoelectric Migraine Cooling Cap, Emily Ralston Apr 2026

Thermoelectric Migraine Cooling Cap, Emily Ralston

Ocean Engineering and Marine Sciences Student Publications

Migraines affect millions of people and can cause serious pain and discomfort. Many people use ice packs or cooling wraps to try to reduce the pain, but these only stay cold for a short amount of time. Because of this, there is a need for a cooling system that can provide longer and more controlled cooling. This project focuses on designing and building a wearable cooling cap that uses thermoelectric cooling technology. The goal is to create a system that can cool the head while moving heat away toward the neck area and help reduce migraine discomfort.


Current Capture, Maggie Palmer, Colin Stefan, Ricky Gay, Sofia Scarpa, Hayden Linkel Apr 2026

Current Capture, Maggie Palmer, Colin Stefan, Ricky Gay, Sofia Scarpa, Hayden Linkel

Ocean Engineering and Marine Sciences Student Publications

Current Capture aimed to design, develop, and test a prototype of a hydropower turbine that is scalable and deployable. The design considers the harsh ocean environment, corrosion in the material selection, efficiency in the blade choice, and structural positioning in the housing extremities. Two NACA foil composite blades were designed and manufactured to perform an experiment and analyze the velocities and RPMs.


Reefstarter Deployment System, Dylan Alvarez, Jacob Elston, Alex Ketchen, Jaidyn Lodens Apr 2026

Reefstarter Deployment System, Dylan Alvarez, Jacob Elston, Alex Ketchen, Jaidyn Lodens

Ocean Engineering and Marine Sciences Student Publications

  • Threats from coastal erosion drive the need for effective and sustainable protection methods. 
  • Interlocking concrete reef blocks dissipate wave energy while also supporting habitat restoration.
  • Current deployment methods are inefficient and require significant human interaction.
  • A compact hydraulic lifting system should enable increased safety, control, and efficiency


The September 17th, 2025, Gigantic Jet Off The Puerto Rican Coast: A Case Study, Jaedon Benbow Apr 2026

The September 17th, 2025, Gigantic Jet Off The Puerto Rican Coast: A Case Study, Jaedon Benbow

Ocean Engineering and Marine Sciences Student Publications

Gigantic jets (GJs) are an electrical discharge that propagates upward from the top of a thunderstorm, reaching altitudes between 70 and 90 km, terminating in the lower ionosphere (Lazarus et al., 2021). This GJ event occurred on 5:33:53 UTC on September 17th, 2025. Despite the rarity of gigantic jets, tropical regions like Puerto Rico have a higher likelihood of occurrence due to more available convection. This GJ event was caught on radar. This provides additional data helpful for analyzing this case.


The Forecasting Challenge Of Snow Cover Induced Temperature Depressions, Lucas Silva Apr 2026

The Forecasting Challenge Of Snow Cover Induced Temperature Depressions, Lucas Silva

Ocean Engineering and Marine Sciences Student Publications

  • Snow cover can keep the surface layer cool in the day and amplify cooling at night
  • Unexpected SCITDs can cause sudden freezes, deteriorating travel conditions
  • To what extent is the forecast accuracy of the NWS affected during SCITDs?


Midwest Extremes: Quantifying 26 Years Of Excessive Heat Events And Demographic Risk, Nasir Grant Apr 2026

Midwest Extremes: Quantifying 26 Years Of Excessive Heat Events And Demographic Risk, Nasir Grant

Ocean Engineering and Marine Sciences Student Publications

  • According to Vose et al. (2017), the Midwest experienced the largest increase in average minimum temperature among all regions of the United States which is a noticeable risk to the Midwest population.
  • The climatology of the Midwest is majority hot summer humid continental and includes warm summer humid continental and cold semi-arid.
  • This study investigated cities that have experienced high counts of (EHEs) and positive population growths in between 2000 and 2020 while plotting the cities into a risk map.


Factors Contributing To The Intensity Of Two 2022 Lake Effect Snowstorms At Lake Erie, Johnny Murray Apr 2026

Factors Contributing To The Intensity Of Two 2022 Lake Effect Snowstorms At Lake Erie, Johnny Murray

Ocean Engineering and Marine Sciences Student Publications

  • Lake effect snow (LES) is a weather phenomenon in which cold mass air passes over relatively warm waters, forming localized bands of snowfall. (Niziol, 1987) 
  • LES events are common during the winter months in Buffalo, NY due to the city’s location along the northeastern edge of Lake Erie.
  • November 17-20 and December 23-27 in 2022 were two prominent LES events.
  • Total maximum snowfall for the events were 81.2” in Nov and 51.9” in Dec. 
  • High snowfall totals were in part due to the length of these events, being ~60 hours in Nov, and ~120 hours in Dec.


Correlation Between Particulate Matter And Aerosol Optical Depth Following The 2023 Wildfire Smoke Event In Nyc, Trinity Abraham Apr 2026

Correlation Between Particulate Matter And Aerosol Optical Depth Following The 2023 Wildfire Smoke Event In Nyc, Trinity Abraham

Ocean Engineering and Marine Sciences Student Publications

  • In June 2023, Canadian wildfires transported smoke into NE U.S., impacting air quality in places such as NYC (Figure 1)
  • Climate change increases wildfire frequency and intensity, raising the likelihood of future longrange smoke transport events (NASA, 2025) 
  • PM₂.₅ and PM₁₀ refers to the mixture of solid particles and liquid droplets in the air that can penetrate the respiratory system (U.S. Environmental Protection Agency, 2025)
  • AOD measures how light is affected by aerosols, with higher AOD indicating greater aerosol concentrations (NASA Earth Data)
  • Investigating the relationship between AOD and surface PM concentrations can improve early warning systems to support preparedness …