Adam K. Kochanski

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Watershed Segmentation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

J. Mandel, J. Hirschi, Adam K. Kochanski, Angel Farguell, J. Haley, Derek V. Mallia, B. Shaddy, A. A. Oberai, Kyle A. Hilburn
Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks. CoRR (2023)
Bryan Shaddy, Deep Ray, Angel Farguell, Valentina Calaza, Jan Mandel, James Haley, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Assad A. Oberai
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts. CoRR (2023)
Milton Halem, Adam K. Kochanski, Jan Mandel, Jennifer Sleeman, Belay Demoz, Adam Bargteil, Shreya Uday Patil, Samit Shivadekar, A. Iorga, John Dorband, James MacKinnon, Sen Chiao, Zhifeng Yang, Yaacov Yesha, John Sorkin, E. Kalnay, S. Safa, C. Da
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease. DDDAS (2022)
Maryia Halubok, Adam K. Kochanski, Rob Stoll, Brian N. Bailey
Errors in the Estimation of Leaf Area Density From Aerial LiDAR Data: Influence of Statistical Sampling and Heterogeneity. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Angel Farguell, Jan Mandel, James Haley, Derek V. Mallia, Adam K. Kochanski, Kyle Hilburn
Machine Learning Estimation of Fire Arrival Time from Level-2 Active Fires Satellite Data. Remote. Sens. 13 (11) (2021)
J. Mandel, Angel Farguell, Adam K. Kochanski, Derek V. Mallia, Kyle Hilburn
Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model. CoRR (2021)
Jan Mandel, Martin Vejmelka, Adam K. Kochanski, Angel Farguell, James Haley, Derek V. Mallia, Kyle Hilburn
An Interactive Data-Driven HPC System for Forecasting Weather, Wildland Fire, and Smoke. UrgentHPC@SC (2019)
James Haley, Angel Farguell Caus, Adam K. Kochanski, Sher Schranz, Jan Mandel
Data Likelihood of Active Fires Satellite Detection and Applications to Ignition Estimation and Data Assimilation. CoRR (2018)
Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel
Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model. ICCS (2) (2018)
Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel
Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model. CoRR (2018)
Jonathan D. Beezley, Mavin Martin, Paul Rosen, Jan Mandel, Adam K. Kochanski
Data management and analysis with WRF and SFIRE. IGARSS (2012)
Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko, Minjeong Kim
Assimilation of Perimeter Data and Coupling with Fuel Moisture in a Wildland Fire-Atmosphere DDDAS. ICCS (2012)
Jonathan D. Beezley, Mavin Martin, Paul Rosen, Jan Mandel, Adam K. Kochanski
Data management and analysis with WRF and SFIRE CoRR (2012)
Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski, Volodymyr Y. Kondratenko, Lin Zhang, Erik W. Anderson, Joel Daniels II, Cláudio T. Silva, Christopher R. Johnson
A wildland fire modeling and visualization environment CoRR (2011)
Georgi Jordanov, Jonathan D. Beezley, Nina Dobrinkova, Adam K. Kochanski, Jan Mandel, Bedrich Sousedík
Simulation of the 2009 Harmanli Fire (Bulgaria). LSSC (2011)