https://www.gemsinstitute.org/projects/exelon-r%26d%2C-initiation-for-advanced-geospatial-analysis-to-identify-suitable-areas-for-renewable-energy-development-role%3A-pi%2C-2017 2025-10-02 https://www.gemsinstitute.org/projects/exelon%2C-advanced-geospatial-analysis-to-identify-suitable-areas-for-renewable-energy-development-role%3A-pi-%2C-2017-2018 2025-10-02 https://www.gemsinstitute.org/projects/nsf%2C-travel-award-to-attend-the-cise-career-proposal-workshop-role%3A-pi%2C-2018 2025-10-02 https://www.gemsinstitute.org/projects/ncat-seed-grant%2C-machine-learning-for-geospatial-data-analytics-role%2C-pi%2C-2018 2025-10-02 https://www.gemsinstitute.org/projects/usda-forest-service%2C-southern-research-station-internship%2C-the-nc-a%26t-summer-student-research%3A-forest-acreage-and-forest-degradation-in-north-carolina-role%3A-faculty-advisor%2C-2018 2025-10-02 https://www.gemsinstitute.org/projects/utilization-of-unmanned-aerial-vehicle-during-disaster-operations%2C-unc-collaboratory%2C-2018-2019 2025-10-02 https://www.gemsinstitute.org/projects/nsf%2C-cnh-s%3A-dynamics-of-rural-and-urban-food-deserts-driven-by-the-interactions-between-community-socio-economic-characteristics-and-land%2Fwater-quality-role%3A-co-pi%2C-2018-2022 2025-10-02 https://www.gemsinstitute.org/projects/unc-collaboratory%2C-accuracy-assessment-for-iot-stream-gages-data-role%3A-pi%2C-2019-2020 2025-10-02 https://www.gemsinstitute.org/projects/unc-collaboratory%2C-flood-resilience%3A-data-collection-and-data-analytic-in-support-of-flood-management-role%3A-pi%2C-2019-%E2%80%93-2020 2025-10-02 https://www.gemsinstitute.org/projects/ncdot%2C-workflow-and-feasibility-for-road-centerline-conflation%2C-role%3A-pi%2C-2019 2025-10-02 https://www.gemsinstitute.org/projects/nsf%2C-mri%3A-acquisition-of-a-testbed-of-connected-autonomous-microtransit-vehicles-role%3A-co-pi%2C-2020-2022 2025-10-02 https://www.gemsinstitute.org/projects/nsf%2C-excellence-in-research%3A-developing-a-robust%2C-distributed%2C-and-automated-sensing-and-control-system-for-smart-agriculture-role%3A-co-pi%2C-2018-2024 2025-10-02 https://www.gemsinstitute.org/projects/nsf%2C-research-initiation-award%3A-uav-remote-sensing-for-flood-modeling-role%3A-pi%2C-2018-2024 2025-10-02 https://www.gemsinstitute.org/projects/noaa%2C-rapid-floodwater-extent-and-depth-measurements-using-optical-uav-and-sar-role%3A-pi%2C-with-nc-emergency-managment-and-secoora%2C-%C2%A02021-2024 2025-10-02 https://www.gemsinstitute.org/projects/a-baseline-development-for-sparta-earthquake%2C-nc-collaboratory-role%3A-pi%2C-with-nc-emergency-managment%2C-2022-%E2%80%93-2024 2025-10-02 https://www.gemsinstitute.org/projects/nc-a%26t-and-unc-chapel-hill%2C-looking-forward-program%2C-g-float%3A-graph-based-flood-operational-analytics-tool-role%2C-pi-(co-lead)%2C-with-unc-renci-(co-lead)%2C-2022-2024 2025-10-02 https://www.gemsinstitute.org/projects/ncdot%2C-center-of-excellence-on-connected-autonomous-vehicles-(nc-cav)-role%3A-co-pi%2C-ncat-electrical-engineering-(lead)%2C-2020-2025 2025-10-09 https://www.gemsinstitute.org/projects/eeg-program-(nc-attorney-general)%2C-a-comprehensive-and-low-cost-water-quality-monitoring-system-for-north-carolina-lakes-role%3A-ncat-pi%2C-with-wake-forest-university-and-nc-central-university%2C-2022-2025 2025-12-02 https://www.gemsinstitute.org/projects/ncdot%2C-howard-gap-landslide%3A-spatiotemporal-mapping%2C-monitoring-and-change-detection-role%3A-pi%2C-2022-2026 2025-10-02 https://www.gemsinstitute.org/projects/nasa%2C-deap-institute%3A-harnessing-data-science-for-flood-mapping-and-monitoring-role%3A-pi%2C-with-fayteville-state-university%2C-elizabeth-city-strate-univeristy%2C-nasa-marshall-space-flight-(institute-mentor)%2C-2023-%E2%80%93-2026 2025-10-02 https://www.gemsinstitute.org/projects/developing-collaboration-between-lehigh-university-and-nc-a-%26t%2C-multi-modal-machine-learning-for-rapid-post-disaster-response-and-recovery-role%3A-co-lead-with-lehigh-university-(co-lead)%2C-2023-2025 2025-10-02 https://www.gemsinstitute.org/projects/microsoft%2C-ai-based-traffic-monitoring-system-using-generative-pre-trained-transformer-models-and-unmanned-aerial-vehicles-role%3A-pi%2C-2023-2025 2026-02-19 https://www.gemsinstitute.org/projects/nc-collaboratory%2C-ai-based-nc-wetland-inventory-role%3A-pi-%2C-2024-2025 2026-03-20 https://www.gemsinstitute.org/projects/usda%2C-data-driven-high-throughput-multi-scale-sensing-for-tomato-disease-phenotyping-under-field-conditions-role%3A-ncat-pi%2C-with-cornell-university-(lead)-and-nc-state-university-%2C-2024-2027 2025-10-02 https://www.gemsinstitute.org/projects/nsf%2C-multi-modal-data-fusion-for-flood-mapping-and-damage-assessment-role%3A-pi-with-lehigh-university%2C-2024-2027 2025-10-02 https://www.gemsinstitute.org/projects/nasa%2C-risk-assessment-of-coastal-communities-in-the-face-of-sea-level-rise-and-land-subsidence-using-nasa-earth-observations-role%3A-ncat-pi-%2C-with-morgan-state-university-(lead)-and-university-of-cincinnati%2C-2025-2028 2025-10-02