Remote Sensing Commons^™

Object-Based Urban Building Footprint Extraction And 3d Building Reconstruction From Airborne Lidar Data, Ting Zhao

University of Western Ontario - Electronic Thesis and Dissertation Repository

Buildings play an essential role in urban intra-construction, urban planning, climate studies and disaster management. The precise knowledge of buildings not only serves as a primary source for interpreting complex urban characteristics, but also provides decision makers with more realistic and multidimensional scenarios for urban management. In this thesis, the 2D extraction and 3D reconstruction methods are proposed to map and visualize urban buildings. Chapter 2 presents an object-based method for extraction of building footprints using LiDAR derived NDTI (Normalized Difference Tree Index) and intensity data. The overall accuracy of 94.0% and commission error of 6.3% in building ...

An Environmental And Historical Study Of The Nipomo Mesa Region, Jason C. Carr

Social Sciences

No abstract provided.

Trail Mapping From Space: New Recreation Mapping At Bogus Basin Ski Area, Jenna Duffin, Cherilyn Blender, Dondi Black, Chrissy Weiser, Remington Buyer, Rick Raymondi, Bruce Slice, Alisha Pena, Jim Edgemon, Brian Himes, Steve Rogers, Patrick Watsons, Dave Wofford

College of Arts and Sciences Poster Presentations

Research Question: Can a comprehensive, accurate, and detailed map of recreational trails be produced without stepping foot in the field? Remote sensing is "reconnaissance at a distance" (Colwell, 1966). Mapping is a three step process: 1.) basemap assembly, 2.) cartographic interpretation, 3.) review & correction. While a simple concept, remote sensing has traditionally been the left to the experts due to the high skill set and specialized computing equipment required to complete even the most rudimentary data preparation and processing tasks. Today, Google Earth, the National Agricultural Imagery Program (1m NAIP), global 30m digital elevation data (DEM), desktop ArcGIS, and user-friendly ...

Proximal Sensing As A Means Of Characterizing Phragmites Australis, Travis Yeik

Theses and Dissertations in Geography

Phragmites australis is an invasive wetland weed found throughout much of the United States. Documenting and mapping the growth and spread of this emergent macrophyte can be an important step in developing and implementing successful management strategies. Characterizing the phenology of a vegetation species with a sensor capable of hyperspectral resolution, positioned at close proximity to the canopy of interest, is often a first step necessary for understanding the basic species-specific reflectance patterns, and for quantifying the manner in which light interacts with the plants comprising particular communities. Spectral data over a P. australis canopy were collected during 22 field ...

Using Gis And Remote Sensing Applications To Determine Recovery From Disaster: Seven Years Post-Katrina In Residential Communities Of Hancock County, Carlton P. Anderson

Honors Theses

Hurricane Katrina devastated the gulf coast states of Louisiana and Mississippi on August 29th, 2005. The communities of Shoreline Park and Waveland in Hancock County, Mississippi were used in this study to analyze land use change post-Hurricane Katrina using Geographic Information Systems (GIS) and Remote Sensing. These two communities are experiencing slower recovery than their counterparts along the coast. By examining high-resolution aerial imagery from 2007 and 2012, there can be comparisons that show the timeline of recovery for these two communities post-Katrina. Shoreline Park has seen 30% of its total parcels change their structural footprints from 2007 – 2012 with ...

Detection And Mapping Of Phragmites Australis Using High Resolution Multispectral And Hyperspectral Satellite Imagery, Nicholas J. Lantz

Electronic Thesis and Dissertation Repository

Mapping invasive plant species is important to establish an invasion baseline, monitor plant propagation, and to implement an effective plan to deal with the invasion. In this thesis, methods are proposed to map invasive Phragmites australis in a Great Lakes coastal wetland. Chapter 2 presents an object-based Phragmites extraction method using Worldview-2 high-spatial-resolution satellite imagery. For the 4024 ha study area at Walpole Island,Ontario, 94% overall accuracy was achieved.

Chapter 3 uses CHRIS PROBA hyperspectral satellite imagery for mapping the pixel abundance of Phragmites using a spectral mixture analysis method. An evaluation method was developed to assess the accuracy ...

Using Landscape Pattern Metrics To Characterize Ecoregions, Martha Isabel Posada Posada

Dissertations & Theses in Natural Resources

Ecological regions, or ecoregions, are areas that exhibit “relative homogeneity in ecosystems”. The principal objective of this research was to determine if and how landscape structure (quantified by landscape pattern metrics) may be related to ecoregions defined using Omernik’s approach to ecoregionalization. Nine key landscape pattern metrics (number or LULC classes and the proportion of each class, number of patches, mean patch size and area-weighted fractal dimension, perimeter-area fractal dimension, contagion, mean Euclidean nearest neighbor distance and interspersion and juxtaposition index) where used to asses landscape structure in a sample of 26 Omernik Level III ecoregions located in the ...