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Filtering by: Creator Hilliard, Richard F. Contributor Parrish, Christopher Degree Name Doctor of Philosophy (Ph.D.)

Advancing Spatial Data Engineering and Analysis: Integrative Approaches with GIS, Statistical Modelling, and Deep Learning

Creator:

Krivova, Maria

Abstract:

Geospatial data analysis is a multifaceted discipline encompassing the collection, processing, and visualization of diverse datasets. It models and delineates the interactions of people, objects, and phenomena within geographical spaces and predicts patterns based on the relationships between different locations. Despite significant advancements in geospatial data engineering and analytics over...

Resource Type:

Dissertation

Full Text:

and Robert Richard provided guidance and editing for the second chapter of this dissertation, titled
Using Point Clouds for Single Tree Forest Inventory at the Beginning and End of the Rotation

Creator:

Garms, Cory G.

Abstract:

The portability and reduced price of unmanned aerial systems (UAS) in recent years has led to a broad range of new UAS-enabled scientific inquiries, including for forestry. Small, consumer-grade UAS are advantageous for forest measurements due to their portability, ease and safety of deployment, and notably, they are currently the...

Resource Type:

Dissertation

Full Text:

thanks, including Donna Hilton, Jyotsna Sharma, Matt Spottswood, Janis Bush, Tom Dean, Richard Keim