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Full-Text Articles in Biostatistics
Spatio-Temporal Reconstruction Of Remote Sensing Observations, Kamrul Khan
Spatio-Temporal Reconstruction Of Remote Sensing Observations, Kamrul Khan
Graduate Theses and Dissertations
The USDA Forest Service aims to use satellite imagery for monitoring and predicting changes in forest conditions over time within the country. We specifically focus on a 230, 400 hectares region in north-central Wisconsin between 2003 - 2012. The auxiliary data collected from the satellite imagery of this region are relatively dense in space and time and can be used to efficiently predict how the forest condition changed over that decade. However, these records have a significant proportion of missing values due to weather conditions and system failures. To fill in these missing values, we build spaciotemporal models based on …