Search Results - "Rustowicz, Rose"

Automated detection and measurement of volcanic cloud growth: towards a robust estimate of mass flux, mass loading and eruption duration by Bear-Crozier, Adele, Pouget, Solène, Bursik, Marcus, Jansons, Emile, Denman, Jarrad, Tupper, Andrew, Rustowicz, Rose

“…Identifying the spatial extent of volcanic ash clouds in the atmosphere and forecasting their direction and speed of movement has important implications for…”
Get full text

Automatic deforestation driver attribution using deep learning on satellite imagery by Ramachandran, Neel, Irvin, Jeremy, Sheng, Hao, Johnson-Yu, Sonja, Story, Kyle, Rustowicz, Rose, Ng, Andrew Y., Austin, Kemen

“…•We designed an automated framework to attribute forest loss to specific drivers.•We used expert-labeled Landsat 8 imagery to train a deep learning model in…”
Get full text

OGNet: Towards a Global Oil and Gas Infrastructure Database using Deep Learning on Remotely Sensed Imagery by Sheng, Hao, Irvin, Jeremy, Munukutla, Sasankh, Zhang, Shawn, Cross, Christopher, Story, Kyle, Rustowicz, Rose, Elsworth, Cooper, Yang, Zutao, Omara, Mark, Gautam, Ritesh, Jackson, Robert B, Ng, Andrew Y

“…At least a quarter of the warming that the Earth is experiencing today is due to anthropogenic methane emissions. There are multiple satellites in orbit and…”
Get full text

ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery by Irvin, Jeremy, Sheng, Hao, Ramachandran, Neel, Johnson-Yu, Sonja, Zhou, Sharon, Story, Kyle, Rustowicz, Rose, Elsworth, Cooper, Austin, Kemen, Ng, Andrew Y

“…Characterizing the processes leading to deforestation is critical to the development and implementation of targeted forest conservation and management…”
Get full text