2022-2026 |
USFS: Imputing surface fuel fire radiative energy estimates at the tree-level using remote sensing (US$266,477.00). Dr. Klauberg is a PI. | |
2024-2028 |
NSF: Collaborative Research: Frameworks: OpenForest4D - A web-based cyberinfrastructure platform for next generation 4D forest mapping and monitoring. (US$3.3M). Dr. Klauberg is a collaborator. | |
2023-2025 |
NASA-Commercial SmallSat Data Analysis (CSDSA): HurricaneSat4D: Exploring the use of PlanetScope and GEDI Data for Assessing Post-Hurricane Damage Severity and Forest Recovery in Southern US Forests. (US$329,533.00). Dr. Klauberg is a collaborator. | |
2023-2026 |
NASA-Carbon Monitoring System (CMS): CMS4D: A Multi-Scale Data-Fusion Prototype System for the next Generation of Carbon Dynamics Monitoring from Space: A Case Study in the Brazilian Cerrado – Fire and Fuel in a Biodiversity Hotspot. (US$638,498.57). Dr. Klauberg is a collaborator. | |
2023-2026 |
NASA - ICESat-2: ICESat-4D: Monitoring Forest Resistance and Post-Hurricane Recovery Dynamics in Southern Forests by the Synergism of ICESat-2, SAR, and Optical Data and an Ecosystem Demography Model. (US$492,214.82). Dr. Klauberg is a collaborator. | |
2023-2024 |
USDA-NIFA: RapidFEM4D: A web-based mapping platform for rapidly assessing the impacts and near-term recovery of Hurricane Ian on forest ecosystems in Florida. ($300,000.00). Dr. Klauberg is a collaborator. | |
2023-2026 |
JFSP: EMS4D: multi-scale fuel mapping and decision support system for next generation of fire management. ($492,115). Dr. Klauberg is a collaborator. | |
2019-2021 |
CNPq - Mapping fuel load and simulation of fire behavior and spread in the Cerrado biome using modeling and remote sensing technologies (Dr. Silva is a Co-I). US$ 45K. PI- Dr. Carine Klauberg - Federal University of Sao Joao Del-Rei, Brazil |