USFS Logo

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.
NSF Logo

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.
NASA Logo

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.
NASA Logo

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.
NASA Logo

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.
USDA-NIFA Logo

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.
JFSP Logo

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.
CNPq Logo

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
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