High-resolution blue carbon products for fragmented and species diverse tidal marshes. NASA. Deepak Mishra (Co-I), P. Hawman (Co-I). 2024-2027. $999,554.

Detection, driver-response analysis, and forecasting of cyanobacterial harmful algal blooms in inland waters under a changing climate. NASA. Deepak Mishra (PI), Student Investigator: C. Maniyar. 2023-2026. $149,208.

Leveraging earth observation for ecosystem service accounting in large-scale levee setback decisions. NASA. Deepak Mishra (Co-PI), C. van Rees (PI), Co-Is: D. Crane, M. Dixon, R. Jacobson, S. Wenger. 2023-2026. $604,962.

Perceptive and reactive autonomous navigation in challenging environments. Army Research Lab. Deepak Mishra (PI), Co-Is: L. Ramaswamy, G. Lu, I. Kim, and others. 2023-2026. $4,741,644.

Synoptic assessment and spatio-temporal characterization of rapidly evolving CyanoHABs in large freshwater systems. NASA. Deepak Mishra (PI). 2023-2026. $625,633.

ESLR 2021 Coastal Resilience: Evaluating risk of tidal marsh inundation and monetizing services to prioritize management actions. NOAA. Deepak Mishra (Co-I), PI: L. Sutter, Co-Is: N. Weston, Y. Hashida. 2022-2026. $1,420,729.

Advanced GeoAI for terrain analytics in cold regions. US Army Corps of Engineers. Deepak Mishra (PI), Co-Is: L. Ramaswamy, G. Lu, I. Kim, and others. 2023-2025. $2,987,011.

AI Innovations for UAS-based biomass estimation and regional extrapolations in the Gulf Atlantic Coastal Plain. United States Department of Agriculture. Alisa Coffin, Marguerite Madden, Sergio Bernardes (Co-PIs), PI: Lynne Seymour. 2022-2025. $380,655.

Evaluating physical, chemical, and biological impacts from the Savannah Harbor Expansion Project. U.S. Army Corps of Engineers. Sergio Bernardes (PI), Co-PI: Marguerite Madden. 2017-2025. $1,241,615.

CESU-remote sensing to characterize threat of cyanobacterial blooms on Bull Sluice Lake within the CHAT watershed. National Park Service. Deepak Mishra (PI). 2023-2024. $60,000.

LTER: Georgia Coastal Ecosystems IV. National Science Foundation. Deepak Mishra (Senior Personnel), PI: M. Alber, Co-Is: numerous. 2018-2024. $6,762,000.

Multi-view Onboard Computational Imager. Air Force Research Laboratory (AFRL) – University Nanosat Program (UNP). Deepak Mishra (Co-PI), PI: D. Cotten, Co-Is: numerous. 2018-2024. $750,650.

Continual and robust terrain awareness through advanced fusion and analytics on multi-modal and multi-sensor data streams. US Army Corps of Engineers. Deepak Mishra (PI), Co-Is: L. Ramaswamy, S. Bhandarkar, I. Kim. 2022-2023. $859,762.

Design and assembly of a vibration table for cubesat testing at UGA. GA Space Grant Consortium. Deepak Mishra (PI). 2022-2023. $20,000.

Developing and testing a new hyperspectral backscattering instrument to improve harmful algal bloom detections from space. GA Space Grant Consortium. Deepak Mishra (Co-I), PI: S. Rivero-Calle. 2022-2023. $20,000.

Satellite image and remote sensing analysis for highway asset management. Georgia Department of Transportation. Deepak Mishra (Co-I), PI: S. Kim, Co-Is: J. Yang, S. Durham, M. Chorzepa. 2021-2023. $145,000.

SitS: AweSOMSense: Multi-modal sensing and analytics framework for modeling belowground SOM in salt marsh wetlands. National Science Foundation/USDA. Deepak Mishra (Co-I), PI: S. Kim, Co-Is: I. Kim, L. Sutter. 2021-2023. $1,123,905.

Mapping the people of early America. National Endowment for Humanities. John Drake, Sergio Bernardes (Co-PIs), PI: Claudio Saunt. 2018-2023. $278,363.

A tidal and species based MODIS GPP product for estimating marsh blue carbon across the southeastern United States. NASA. Deepak Mishra (PI), Co-Is: J. O’Connell, D. Cotten. 2017-2023. $994,963.

A cubesat-based deep learning model for Georgia’s marine environments. GA Space Grant Consortium. Deepak Mishra (PI and mentor, Fellowship Proposal). 2021-2022. $15,300.

Design and assembly of a Helmholtz Cage for orbital magnetic simulations and CubeSat testing at UGA. GA Space Grant Consortium. Deepak Mishra (PI). 2021-2022. $20,000.

RAPID: COVID-19 quarantine impacts on urban-source nutrient deposition into UNESCO’s Belize Barrier Reef Reserve World Heritage site,. NASA. Deepak Mishra (Co-I), PI: R. Griffin, Co-Is: E. Cherrington, N. Gomez. 2020-2022. $50,000.

Climate-influenced Nutrient Flows and Threats to the Biodiversity of the Belize Barrier Reef Reserve System. NASA. Deepak Mishra (Co-I), PI: R. Griffin, Co-Is: E. Cherrington, C. Lee, A. Tewfik. 2018-2022. $724,390.

Enhancing CubeSat based remote sensing capabilities by utilizing advanced simulations and analytics. GA Space Grant Consortium. Deepak Mishra (PI), Co-I: D. Cotten. 2020-2021. $15,300.

Eutrophication of water bodies and land use changes in Uruguay: An evaluation at the basin level using remote sensing. National Institute of Agricultural Research. Deepak Mishra (Co-I), PI: M. Vallejos, Co-Is: V. Ciganda, F. Gallego. 2020-2021. $14,000.

Testing and operationalizing a fully built ground station at UGA for use by students. GA Space Grant Consortium. Deepak Mishra (PI), Co-I: D. Cotten. 2020-2021. $20,000.

Geospatial modeling of agroecological systems and dynamics in the Gulf Atlantic Coastal Plain LTAR Site. U.S. Department of Agriculture-Agricultural Research Station, Southeast Watershed Research Lab. Marguerite Madden (PI). 2017-2021. $140,413.

Geospatial data collection and analysis using UAS and photogrammetry. Wormsloe Institute for Environmental History and Wormsloe Foundation. Marguerite Madden (PI). 2015-2021. $24,145.

Developing an effective and targeted monitoring system for tracking toxic harmful algal blooms across Georgia. Georgia Water Resources Institute. Deepak Mishra (PI), Co-PI: S. Wilde. 2019-2020. $55,299.

Enhancing inter-satellite communication for swarms. GA Space Grant Consortium. Deepak Mishra (PI), Co-I: D. Cotten. 2019-2020. $18,560.

Progressing towards a radiation-hardened high-performance computer. GA Space Grant Consortium. Deepak Mishra (PI), Co-I: D. Cotten. 2019-2020. $21,440.

Digital orbital analysis of water resources for Georgia. NASA. Deepak Mishra (PI), Co-Is: numerous. 2016-2020. $467,218.

EAGER: A sensor cloud-based community-centric approach for analyzing and mitigating Urban Heat Hazards. National Science Foundation. Deepak Mishra (PI), Co-Is: L. Ramaswamy, A. Grundstein. 2016-2020. $238,399.

Advancing space-based GPU computer vision algorithms. GA Space Grant Consortium. Deepak Mishra (PI), Co-I: D. Cotten. 2018-2019. $20,000.

Board development for space-based processors. GA Space Grant Consortium. Mentor, Fellowship for Caleb Adams. 2018-2019. $20,147.

Spatial analysis of social science indicators for national forest management. U.S. Department of Agriculture (USDA) Forest Service. Marguerite Madden (PI), Co-PI: Cassandra Johnson. 2016-2019. $100,000.

Understanding the trajectory of coastal salt marsh structure, function, and processes in the face of sea level rise: a synthesis from historical imagery, biophysical processes, and hierarchical modeling. National Academy of Sciences. Deepak Mishra (PI), Co-Is: P. Biber, W. Wu, G. Carter. 2016-2019. $506,619.

CyberSEES: Type 1: Meghdoot: A Multi-Cloud Infrastructure for Enhancing Sustainability via Effective Monitoring of Inland Waters and Coastal Wetlands. National Science Foundation. Deepak Mishra (PI), Co-Is: R. Bhandarkar, S. Kim, G. Lu. 2014-2019. $399,912.

Persistent hydrological consequences of hurricane interactions with the Georgia coastline. Georgia Sea Grant. Deepak Mishra (Co-I), PI: P. Miller, Co-I: T. Mote. 2018. $10,000.

A novel hybrid approach for mapping belowground productivity and carbon sequestration potential within Georgia salt marshes. Georgia Sea Grant. Deepak Mishra (PI) ,Co-Is: J. O’Connell, M. Alber, K. Byrd. 2016-2018. $212,808.

Photointerpretation support for vegetation mapping at six national park units of the Southeast Coast network. National Parks Service. Marguerite Madden (PI), Co-PIs: Thomas Jordan, Sergio Bernardes. 2016-2018. $219,588.

Digital vegetation databases and maps for National Park Units of the Southeast Coast Network. National Park Service, Southeast Coast Network. Marguerite Madden (PI), Co-PI: Thomas Jordan. 2013-2018. $370,514.

Georgiasat-1. Air Force Research Lab/Space Dynamics Laboratory. Deepak Mishra (PI), Co-Is: numerous. 2016-2017. $147,466.

Geospatial contributions to worldwide elimination of river blindness (onchocerciasis): using earth observations to locate at-risk Yanomami populations and airstrips in the Amazon Region. The Carter Center. Sergio Bernardes (PI), Co-PI: Marguerite Madden. 2016-2017. $39,850.

Understanding and managing the risk from cyanobacteria toxicity in farm ponds due to land management and climate interactions. National Institute of Food and Agriculture/USDA National Needs Fellowship. Deepak Mishra (PI), Co-Is: L. Kramer, S. Wilde. 2015-2017. $36,000.

A MODIS biophysical parameters centered framework for monitoring carbon sequestration potential of Gulf Coast salt marshes. NASA. Deepak Mishra (PI). 2014-2017. $441,413.

Evaluating physical, chemical, and biological impacts from the Savannah Harbor Expansion Project. U.S. Army Corps of Engineers. Marguerite Madden (PI), Co-PIs: Thomas Jordan, Sergio Bernardes. 2013-2017. $449,271.

Geographic Information Systems studies for the Wildlife Resources Division, Georgia Department of Natural Resources. Georgia Department of Natural Resources (GDNR). Marguerite Madden (PI). 2001-2017. $327,338.

Doctoral Dissertation Research for Robert Dean Hardy: Mapping uneven and alternative social vulnerabilities to sea-level rise on the Georgia Coast. National Science Foundation. Faculty PI with Co-PI Robert Dean Hardy. 2015-2016. $15,998.

Keeping the promise: Planning the future of the Blue Ridge Parkway II. National Parks Conservation Association. Marguerite Madden (PI). 2015-2016. $83,962.

Parametrization of a bio-optical model for deriving inherent optical properties in tropical reservoirs in Brazil: Nova Avanhandava and Barra Bonita (Sao Paulo State). Science without Borders: CNPq/MCTI, Govt. of Brazil. Deepak Mishra (PI), Co-I: E. Alcantara. 2013-2016. R$323,287.

Implications of eutrophication and climate change in promoting toxic cyanobacterial blooms in agricultural ponds across Georgia. USGS/Georgia Water Resources Institute. Deepak Mishra (PI), Co-Is: S. Wilde. 2014-2015. $54,320.

Doctoral Dissertation Research for Amber Ignatius: cumulative impacts of small reservoir construction on evaporation and water quality in the Piedmont. National Science Foundation. Marguerite Madden (PI), Co-PI: Amber Ignatius. 2011-2015. $11,992.

Model to separate water column chlorophyll and benthic vegetation signals from HICO data. NRL. Deepak Mishra (PI), Co-I: H. J. Cho. 2012-2014.

Transformational approach to monitoring water quality sustainability of coastal ecosystems from satellite remote sensing. NRL. Deepak Mishra (PI), Co-I: B. Schaeffer. 2012-2014. $10,000.

Keeping the promise: Planning the future of the Blue Ridge Parkway. National Parks Conservation Association. Marguerite Madden (PI). 2011-2014. $29,965.

Wormsloe vegetation survey: establishment and inventory of permanent plots. Wormsloe Institute for Environmental History and Wormsloe Foundation. Marguerite Madden (PI). 2009-2014. $14,150.

Use of terrestrial laser scanning and uav for upland rice cultivation. Wormsloe Foundation. Marguerite Madden (PI), Co-PI: Thomas Jordan, Sergio Bernardes. 2013. $8,380.

Geovisualization of forest stands. ArborGen, Inc.. Marguerite Madden (PI), with T. Jordan, A. Presotto, and C. Chou. 2012-2013. $4,000.

Augmenting AmericaView Earth Observation Day materials and advancing education: The development of MultiSpec tutorials for K-12 students and educators. AmericaView. Marguerite Madden (PI, Co-PIs: Allison Howard, Sergio Bernardes. 2011-2013. $10,000.

Does biogeography select for human disease patterns among salmonella serovars?. National Institutes of Health. Marguerite Madden (Co-PI), E. Lipp (PI), Co-PIs: numerous. 2010-2013. $444,939.

Herpetofaunal inventory of the Wormsloe State Historic Site: filling in the gaps. Wormsloe Institute for Environmental History and Wormsloe Foundation. Marguerite Madden (PI). 2010-2013. $6,500.

Vegetation responses to extreme climatic events: changes in primary productivity, vegetation and drought indices in the Southeast U.S. following the 2006-2009 drought. NASA Earth and Space Science Fellowship (NESSF). Sergio Bernardes (PI). 2009-2013. $90,000.

Geovisualization of forest stands. CellFor, Inc.. Marguerite Madden (PI), with T. Jordan, A. Presotto, and C. Chou. 2011. $4,000.

Acquisition and analysis of high spatial resolution orthoimagery for the Great Smoky Mountain National Park and the Chattahoochee National Forest. U.S. Geological Survey. Marguerite Madden, T. Jordan and J.B. Sharma (Co-PIs), S.S. Panda (PI). 2010-2011. $499,774.

Acquisition of LiDAR for the Tennessee portion of Great Smoky Mountains National Park and the Foothills Parkway. U.S. Geological Survey. Marguerite Madden (PI), Co-PIs: T. Jordan, J.B. Sharma, and S.S. Panda. 2010-2011. $389,481.

Geographic Information Science (GISci) undergraduate Internship at The University of Georgia. University of West Georgia – GeorgiaView. Marguerite Madden (PI). 2005-2011. $24,820.

NERRS comprehensive habitat and landuse mapping at Sapelo Island, Wolf Island NWR and Blackbeard Island NWR. Sapelo Island National Estuarine Research Reserve. Marguerite Madden (PI), Co-PI: T. Jordan. 2008-2010. $35,096.

Orthorectification of historical aerial imagery of Sapelo Island NERRS, Sapelo Island, Wolf Island NWR and Blackbeard Island NWR. Sapelo Island National Estuarine Research Reserve. Marguerite Madden (PI), Co-PI: T. Jordan. 2009. $15,400.

Integrative geospatial and behavioral approaches for predicting capuchin monkey tool use in Brazil. National Science Foundation Planning/Workshop Grant. Marguerite Madden (PI), Co-PI: Dorothy Fragaszy. 2008-2009. $19,955.

Vegetation databases, orthoimages and buffer-area land cover in four National Park units of the Cumberland/Piedmont network. National Park Service. Marguerite Madden (PI), Co-PI: T. Jordan. 2005-2009. $166,752.

Mapping vegetation, historic and prehistoric features at Wormsloe. Wormsloe Institute for Environmental History. Co-PIs: Marguerite Madden, T. Jordan. 2008. $19,700.

Digital vegetation databases and maps for the Qualla Boundary and other Tribal Lands. Revitalization of Traditional Cherokee Artisian Resources. Marguerite Madden (PI), Co-PI: T. Jordan. 2005-2007. $131,375.

Monitoring, modeling and assessment of the Everglades Ecosystem: R-EMAP Phase III. National Park Service. Marguerite Madden (PI), Co-PI: T. Jordan. 2005-2007. $85,519.

Grand Bay-Banks Lake Stewardship Phase II Legacy Project: Current and historic vegetation, water control structures and disturbances database development. The Nature Conservancy. Marguerite Madden (Co-PI), Liz Kramer (PI). 2005-2006. $35,629.

Orthoimage production and buffer-area landcover mapping in National Park Service Units of the Appalachian Highlands and Cumberland/Piedmont Networks. National Park Service. Marguerite Madden (PI), Co-PI: T. Jordan. 2004-2006. $183,000.

Digital vegetation databases and maps for National Park Service Units in the Appalachian Highlands and Cumberland/Piedmont Networks. National Park Service. Marguerite Madden (PI), Co-PI: Roy Welch. 2001-2006. $985,695.

Geographic Information Science (GISci) undergraduate internship at The University of Georgia. University of West Georgia – GeorgiaView. Marguerite Madden (PI). 2005. $5,500.

GIS support for interactive geovisualizations. American Museum of Natural History. Marguerite Madden (PI). 2005. $4,050.

Airboat/ORV trail inventory for the East Everglades Addition Lands. National Park Service. Marguerite Madden (PI), Co-PI: T. Jordan. 2004-2005. $55,263.

Geographic Information Systems studies for the Wildlife Resources Division, Georgia Department of Natural Resources. Georgia Department of Natural Resources (GDNR). Marguerite Madden (PI). 2001-2005. $267,309.

ORV trail accuracy assessment in Big Cypress National Preserve. National Park Service. Marguerite Madden (PI). 2000-2005. $110,990.

Spatial data inventory, collection and map production for Savannah River Tidal and Salt Water Wetlands Restoration Workshop. The Nature Conservancy. Marguerite Madden (PI). 2004. $5,000.

Feature extraction from multimodal sources to support The National Map. U.S. Geological Survey. Marguerite Madden (Co-PI), PI: E.L. Usery. 2003-2004. $45,113.

Georgia datasets for The Wilderness Society’s National Land Acquisition Prioritization Program. The Wilderness Society. Marguerite Madden (PI). 2002-2004. $67,500.

Optimization of Coastal Zone databases using multimodal data. National Geospatial Intelligence Agency. Marguerite Madden, T. Jordan (Co-PIs), PI: E.L. Usery. 2001-2004. $410,317.

Digital vegetation maps for the Great Smoky Mountains National Park. National Park Service. PI: R. Welch, Marguerite Madden (Co-PI). 1998-2003. $553,000.

Vegetation map and digital database of South Florida National Park Service Lands to assess long-term effects of Hurricane Andrew. National Park Service. PI: R. Welch, Marguerite Madden (Co-PI). 1994-2000. $881,495.

Enhanced remote sensing capabilities for integrated assessments of environmental change: Center of Excellence in Applications of Remote Sensing to Regional and Global Integrated Environmental Assessments. NASA. PI: R. Welch, Marguerite Madden, T. Jordan and others (Co-PI), . 1998-1999. $282,995.

State-of-knowledge: GIS databases and land use/cover patterns for Georgia. NOAA, South Carolina Sea Grant Consortium. PI: R. Welch, Marguerite Madden (Co-PI). 1998. $14,999.

Off-road vehicle trail database for Big Cypress National Preserve. National Park Service. PI: R. Welch, Marguerite Madden (Co-PI). 1997-1998. $18,218.

Change analysis of vegetation and drainage patterns near Lake Istokpoga, Florida. Environmental Protection Agency. PI: R. Welch, Marguerite Madden (Co-PI). 1995-1998. $43,796.

Georgia Coast land cover and habitat change (1984-1994). NOAA. PI: R. Welch, Co-PI: Marguerite Madden, J. Alberts, A. Chalmers. 1994-1997. $37,987.

GIS Modeling to assess the impact of management activities and non-Point source pollution on Coastal Marshlands of the SINERR. NOAA. PI: R. Welch, Co-PI: Marguerite Madden, J. Alberts, A. Chalmers. 1993-1994. $37,266.

Geographic database for the salt marsh ecosystems of the Southeastern United States. National Science Foundation. PI: R. Welch, Co-PIs: Marguerite Madden, J. Alberts, A. Chalmers, B. Kjerfve, B. Michener. 1992-1994. $275,000.

GIS projections of physical and biotic trends in the SINERR: 1953-1993. NOAA. PI: R. Welch, Co-PI: Marguerite Madden, J. Alberts. 1990-1991. $49,969.

An integrated resource database for the Sapelo Island National Estuarine Research Reserve (SINERR). NOAA. PI: R. Welch, Co-PI: Marguerite Madden, J. Alberts. 1989-1990. $46,708.

Physics-based ocean-color algorithms for water-quality products of coastal and inland waters. NASA. Deepak Mishra (PI), Co-I: Z. Lee. $194,550.

A MODIS based decision support tool for Gulf Coast salt marsh conservation and restoration. NASA. Deepak Mishra (PI), Co-Is: D. Reed, A. Gitelson. $395,439.

RAPID: Quantifying the impact of the Gulf of Mexico oil spill on the health and productivity of Louisiana salt marshes. NSF. Deepak Mishra (PI), Co-I: J. Cho. $199,703.

Strengthening global climate change education through remote sensing application in coastal environment using NASA satellite data and models. NASA. Deepak Mishra (PI), Co-PI: J. Cho. $320,977.

Experiential learning in virtual reality: A novel VR course incorporating open neuroimaging data and algorithms for personalized instruction. Learning Technologies Grant. Sergio Bernardes (Co-PI), PI: Allison Howard. 2024-2025. $24,696.

Leveraging Data Science for Enhanced Forestry Management: An Integration of Unmanned Aerial Systems, GeoAI Insights, and Immersive Augmented/Virtual Reality Visualizations. Rapid Interdisciplinary Proposal. Sergio Bernardes (PI), Co-PIs: Can Vatandaslar, Fred Maier, Kalhed Rasheed. 2024-2025. $9,960.

Rubber-modified asphalt - a potential urban heat island mitigation strategy. Presidential Interdisciplinary Seed Grant. Marshall Shepherd (PI), Co-PIs: Sergio Bernardes, Andrew Grundstein, Rosanna Rivero, Christina Fuller. 2023-2025. $59,800.

Education for the digital age: creating experiential learning opportunities at the intersection between drones, remote sensing, augmented/virtual reality and artificial intelligence. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: Allison Howard. 2023-2024. $24,873.

Integrating multiple technologies into immersive, experiential and inclusive solutions for teaching and learning in the geosciences and other fields. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: Allison Howard. 2022-2023. $24,973.

Supporting safe and inclusive virtual and augmented reality educational experiences at the University of Georgia. Learning Technologies Grant. Sergio Bernardes (Co-PI), PI: Allison Howard. 2022-2023. $19,796.

Equipment for the Geosciences. Enterprise Information Technology Services. Sergio Bernardes (PI). 2022. $170,000+.

Integrating state-of-the-art technologies to bridge physical and digital 3D+time worlds for immersive and experiential teaching and learning in the geosciences. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: Allison Howard. 2021-2022. $24,974.

Creating augmented and virtual reality applications and instructional content for mobile devices to enhance face-to-face and remote teaching and learning at UGA. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: Allison Howard. 2020-2021. $24,258.

Training the next generation of geoscientists: using innovative teaching and learning strategies based on cutting-edge technologies to prepare students to monitor a changing planet. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: Marguerite Madden. 2019-2020. $24,989.

Using state-of-the-art technologies to explore modified perception: creating open educational resources based on the psychology of virtual and augmented reality. Learning Technologies Grant. Sergio Bernardes (Co-PI), PI: Allison Howard. 2019-2020. $22,582.

Athens – Layers of Time (Phase II): Serving datasets and tools for time-series visualization of historical and contemporary geospatial data in Athens, Georgia. Office of the Vice President for Research. Marguerite Madden (PI), Co-PI: Sergio Bernardes. 2018-2019. $28,024.

Innovative technologies in teaching and learning: incorporating recent developments in augmented reality into active learning at UGA. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: Marguerite Madden. 2018-2019. $24,989.

Dynamic time-series visualization of the cultural and natural landscape surrounding Baldwin Hall: 1800s to present. Office of the Vice President for Research. Marguerite Madden (PI), Co-PI: Sergio Bernardes. 2017-2019. $40,351.

Multiscalar participatory conservation: Biocultural heritage for landscape services in sustainable development planning in the Andes. Office of International Education and Office of the Vice President for Research. Sergio Bernardes and others (Co-PIs), PI: Fausto Sarmiento. 2018. $8,000.

A 3D active teaching tool for learning about atmospheric sciences (3D-Attlas): Incorporating augmented reality into a cutting-edge weather and climate teaching solution at UGA. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: John Knox. 2017-2018. $21,014.

The resilient design and immersive outreach CoLaboratory at Skidaway: An interdisciplinary partnership on Skidaway Island to demonstrate and achieve resilience. Office of the Vice President for Research. Marguerite Madden (Co-PI), PI: Clark Alexander, Co-PIs: numerous. 2017-2018. $131,085.

Bringing 3D immersion through virtual/augmented reality and geovisualization technologies to Geography-Geology courses. Learning Technologies Grant. Sergio Bernardes (PI), Co-PI: Marguerite Madden. 2016-2017. $24,949.

Geospatial assessment of time spent outdoors for work and occupational physical activity. University of Georgia Faculty Research Grants in the Sciences. Marguerite Madden (Co-PI), Jennifer Gay (PI). 2013-2016. $9,988.

Preliminary research and data gathering for resubmission of the NSF-CyberSEES proposal- CyberSEES: Type 1: Meghdoot: A multi-cloud infrastructure for effective monitoring of inland waters and coastal wetlands sustainability. UGA OVPR. Deepak Mishra (PI), Co-Is: L. Ramaswamy, S. Bhandarkar. 2014. $10,000.

Geowall for stereo visualization in the Geography-Geology classrooms. Learning Technologies Grant . Marguerite Madden (PI), Co-PI: CP Lo. 2006-2007. $14,810.