; (D) support the translation of research to operations, including to Program agencies and relevant stakeholders; (E) facilitate the communication of wildland fire research, knowledge, and tools to relevant stakeholders; and (F) use commercial data where such data is available and accessible through existing Federal Government commercial contracts, agreements, or other means, and purchase data that is deemed necessary based on consultation with other Program agencies. (2) Wildland fire research and applications The Administrator shall support basic and applied wildland fire research and modeling activities, including competitively selected research, to— (A) improve the understanding and prediction of fire environments, wildland fires, associated smoke, and their impacts; (B) improve the understanding of the impacts of climate change and variability on wildland fire risk, frequency, and severity; (C) characterize the pre-fire phase and fire-inducing conditions, such as soil moisture and vegetative fuel availability; (D) characterize the active fire phase, such as fire and smoke plume mapping, fire behavior and spread modeling, and domestic and global fire activity; (E) characterize the post-fire phase, such as landscape changes, air quality, erosion, landslides, and impacts on carbon distributions in forest biomass; (F) contribute to advancing predictive wildland fire models; (G) address other relevant investigations and measurements prioritized by the National Academies of Sciences, Engineering, and Medicine Decadal Survey on Earth Science and Applications from Space; (H) improve the translation of research knowledge into actionable information; (I) develop research and data products, including maps, decision-support information, and tools, and support related training as appropriate and practicable; (J) collaborate with other Program agencies and relevant stakeholders, as appropriate, on joint research and development projects, including research grant solicitations and field campaigns