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Spatial Analysis Of Air Particulate Pollution Distributions And Its Relation To Real Property Value In Beijing, China, Yingyu Zhang May 2018

Spatial Analysis Of Air Particulate Pollution Distributions And Its Relation To Real Property Value In Beijing, China, Yingyu Zhang

Great Lakes Center Masters Theses

Air particulate pollution contributes the major air pollution in Beijing, China. In this research, concentrations of air particulate pollutants were measured at a total of twenty-three field locations in the urban districts of Beijing applying a laser particle counter in June and December 2015. Geographic Information System (GIS) was utilized to study the two and three-dimensional spatial distributions of air particulate pollution (PM0.5, PM1.0, PM2.5, PM5.0, PM10). Geostatistical or spatial statistical models were applied to interpolate the spatial distributions of air particulate pollution and real property values in the study area. Geographically Weighted Regression (GWR) was applied to analyze the …


Potential For Developing Run-Of-River Systems In Eastern Kentucky : A Gis Approach To Site Suitability., Thomas Jeffords May 2018

Potential For Developing Run-Of-River Systems In Eastern Kentucky : A Gis Approach To Site Suitability., Thomas Jeffords

Electronic Theses and Dissertations

Coal has a questionable future with the potential exhaustion of available coal. Alternate sources of energy production should be considered, such as hydropower dams, or the more environmentally friendly, Run of River (RoR) hydropower system. This study seeks to answer the question: What is the potential for RoR hydroelectric systems in Eastern Kentucky counties with significant decreases in coal production and employment? I hypothesize that GIS will identify suitable sites within Pike County for RoR systems. Site suitability for Eastern Kentucky was assessed and determined that Pike County did not have a suitable physical environment for RoR systems. The power …


The Positive Developments And Applications Of Geospatial Technologies In Archaeology On Fort Benning, Georgia, Jane Mader May 2018

The Positive Developments And Applications Of Geospatial Technologies In Archaeology On Fort Benning, Georgia, Jane Mader

Theses and Dissertations

This thesis explores the advantages of using geospatial technologies in the field of archaeology. The purpose of this study, conducted on Site 9CE16 on Fort Benning, Georgia, was to examine the ways in which Geographic Information Systems (GIS) can be used to more accurately depict artifacts and features present on archaeological sites. With the research I gathered, I constructed an updated site map which can be viewed in Figures 1.1, 1.2, and 1.3. The map produced includes more features than were initially mapped at Site 9CE16 and help paint a clearer picture of the structures which existed at the original …


Get To The “Point”: Improving Location Services In Tippah County Mississippi, Haley Feather May 2018

Get To The “Point”: Improving Location Services In Tippah County Mississippi, Haley Feather

Master's Theses

Point location using geographic information systems (GIS) technology has become integrated into everyday society and daily decision-making by utilizing addresses to provide goods and services. A need exists at a national, state, and local level for an address database. The objectives of this study were to [1] determine the most suitable address data model to be used in Mississippi, [2] determine how positional accuracy changes between urban and rural areas, and [3] determine spatial variations in aerial imagery. Address data model comparisons were conducted using match rates between street, parcel, and point address models. Positional accuracy was determined for urban …


U.S. Fish And Wildlife Service Summer Fellowship: Gis Study Of Threatened And Endangered Species In Colorado, Jeanie Lai May 2018

U.S. Fish And Wildlife Service Summer Fellowship: Gis Study Of Threatened And Endangered Species In Colorado, Jeanie Lai

Sustainability and Social Justice

This report provides a detailed account of my fellowship experience with the U.S. Fish and Wildlife Service (USFWS) Region 6 Office in Lakewood, CO during the summer of 2017 made possible by the Student Conservation Association (SCA) sponsored by Directorate Fellows Program. The internship was completed in the Region 6’s Branch of Decision Support in Ecological Services under the direction of Spatial Ecologist John Guinotte. I was a GIS Technician tasked with work responsibilities involving listed threatened and endangered species relevant to the region. Those work responsibilities included refining spatial Area of Influence (AOI) ranges, updating databases, and creating a …


Archaeology And Tourism In The Early 20th Century: Pompeii Through A Photographic Archive, Rebecca A. Salem May 2018

Archaeology And Tourism In The Early 20th Century: Pompeii Through A Photographic Archive, Rebecca A. Salem

Department of Anthropology: Theses and Student Research

Held at the University of Nebraska State Museum, the Iain C.G. Campbell collection contains thirty-nine photographs taken at Pompeii and Athens, forty-six postcards from multiple archaeological sites around the Mediterranean, and two Roman style lamps. Dating to the early nineteen hundreds, this collection was brought to Nebraska by Iain C.G. Campbell, the son of Gladys Annie Campbell née Theophilus, the original collector and the woman who is thought to be shown in two of the photographs from the collection. Campbell moved to Nebraska after his marriage to Gladys Perry, a native Nebraskan, and brought with him his mother’s collection. Donated …


Anthracite Outdoor Adventure Area (Aoaa) Corridor Analysis, Sabrina Malagón, Bryan Marine, Logan Mcginn, Anna Millar May 2018

Anthracite Outdoor Adventure Area (Aoaa) Corridor Analysis, Sabrina Malagón, Bryan Marine, Logan Mcginn, Anna Millar

Coal Region Field Station Student Projects

This research investigates the potential economic opportunity that is provided to the Shamokin area because of the creation of Anthracite Outdoor Adventure Area (A.O.A.A.). Using spatial analysis, we illustrate travel to the area, commercial mapping and potential accommodation mapping. The exponential growth of A.O.A.A. that has been seen so far illustrates the necessity to rethink commercial zoning in the future, and although there are plans for hotels and future investors, we argue to maximize economic and social benefit to the Northumberland county area, it is necessary to address those challenges and create short-term solutions to bring as much economic prosperity …


Investigating The Influence Of Esri Story Map Design On Partcipation In Sustainability-Related Activities, Brittany Grace Austin Apr 2018

Investigating The Influence Of Esri Story Map Design On Partcipation In Sustainability-Related Activities, Brittany Grace Austin

Masters Theses & Specialist Projects

Decades of scientific inquiry have conveyed evidence in support of sustainability efforts to mitigate some of the greatest challenges and dilemmas facing modern and future societies. The solutions to these dilemmas may not be achievable in the short-term, yet, through increased public participation in sustainable community development, smallscale, localized solutions can be obtained. This preliminary research explored the influence of Environmental Systems Research Institute (Esri) story map designs on participation in sustainability-related activities among individuals who expressed interest in sustainable lifestyles. Specifically, this exploratory study was designed to demonstrate the applicability of interactive web geographic information systems (GIS) applications as …


Applying Spatial Literacy To Transform Library Space: A Selected Literature Review, Juliet M. Gray, Melissa Burel, Marlee Graser, Karen Gallacci Apr 2018

Applying Spatial Literacy To Transform Library Space: A Selected Literature Review, Juliet M. Gray, Melissa Burel, Marlee Graser, Karen Gallacci

SIUE Faculty Research, Scholarship, and Creative Activity

Purpose

The purpose of this paper is to review a selection of articles and books that highlight aspects of spatial theory and literacy from various disciplinary perspectives, along with a review of library space studies.

Design/methodology/approach

This study reviews library literature that uses spatial literacy and its related tools. The authors searched in two databases: Library, Information Science & Technology Abstracts, and SCOPUS. The paper records were analyzed to find primary research studies, published between 2010 and 2017, which study patron use of library space using various single and hybrid methodologies.

Findings

The findings of the literature reveal that of …


Reconstructing Historical Hurricane Tracks In The Atlantic Basin: Three Case Studies From The 1840s, Emily L. Cerrito Mar 2018

Reconstructing Historical Hurricane Tracks In The Atlantic Basin: Three Case Studies From The 1840s, Emily L. Cerrito

USF Tampa Graduate Theses and Dissertations

Analyzing past tropical cyclone activity enables researchers to recognize patterns of hurricane variability, estimate hurricane return periods, and assess local risk to future storms. This paleotempestology study used original primary data to make the historical record as comprehensive and accurate as possible for three major hurricanes: October 1844, October 1846, and September 1848. This thesis presents the reconstructed storm tracks, assesses the societal impacts, and evaluates the storm intensity of these three major hurricanes for the eastern U.S. and Cuba. The data utilized in this study include ship logbooks, newspapers, diaries, and instrumental meteorological records. A geographic information system (GIS) …


Wdph 2017 Summer Internship Report, Lauren Meininger Feb 2018

Wdph 2017 Summer Internship Report, Lauren Meininger

Mosakowski Institute for Public Enterprise

In the spring of 2014, the Worcester Division of Public Health, UMass Memorial Health Care, and Clark University’s Mosakowski Institute for Public Enterprise joined forces to begin developing a partnership that would combine academic resources, student input, and public health needs in the City of Worcester. Founders of this program were motivated to seek and implement innovative interventions for public health issues while simultaneously inspiring a new generation of public health professionals.

Each year, the Academic Health Collaborative of Worcester (AHCW) brings in student interns to work on the pressing public health issues of the moment. Interns work alongside epidemiologists, …


Transitory Ownership: A Spatial Analysis Of The Financialization Of The Housing Market In Cincinnati, Oh, Chad Kinsella, Colleen Mctague, Rafael Ranieri Feb 2018

Transitory Ownership: A Spatial Analysis Of The Financialization Of The Housing Market In Cincinnati, Oh, Chad Kinsella, Colleen Mctague, Rafael Ranieri

The Journal of Economics and Politics

The mortgage bubble that burst in 2007 created an economic environment where many housing properties were transferred from individual households to investors hoping for quick profits with minimal investment. These properties were traded among investors, businesses, and lenders; they acquired a market identity as financial assets; and many of these properties were acquired by “out-of-area” interests. This study examines properties purchased by out-of-area interests that were sold in 2009 within the City of Cincinnati in an attempt to identify the spatial implications of the financialization of this housing stock. The analysis finds that many of these properties were sold multiple …


Systematic Approach To Identifying Deeply Buried Archeological Deposits, Anthony L. Layzell, Rolfe D. Mandel, Courtney L. Ziska, John R. Bozell Feb 2018

Systematic Approach To Identifying Deeply Buried Archeological Deposits, Anthony L. Layzell, Rolfe D. Mandel, Courtney L. Ziska, John R. Bozell

Nebraska Department of Transportation: Research Reports

This project is designed to assist cultural resource specialists involved in Nebraska Department of Transportation (NDOT) and the Federal Highway Administration (FHWA) project planning and development. The goal was to develop Geographic Information System (GIS) data layers that spatially delineate different landform-sediment assemblages (LSAs) and depict the associated geologic potential for buried cultural deposits in select watersheds in Nebraska. The Nebraska Buried Sites GIS resource will allow planners and cultural resource specialists to determine whether future project areas are likely to be free of deeply buried sites or whether subsurface exploration is necessary.


Investigating The State Of Play Of Geobim Across Europe, Claire Ellul, Jantien E. Stoter, Lars Harrie, M. Shariat, Avril Behan, Maria Pla Jan 2018

Investigating The State Of Play Of Geobim Across Europe, Claire Ellul, Jantien E. Stoter, Lars Harrie, M. Shariat, Avril Behan, Maria Pla

Conference papers

In both the Geographic Information (Geo) and Building Information Modelling (BIM) domains, it is widely acknowledged that the integration of data from both domains is beneficial and a crucial step in facing the multi-disciplinary challenges of our built environment. The result of this integration – which can broadly be termed GeoBIM – could answer questions such as identifying an appropriate Heating, Ventilation and Air Conditioning system for a building based on room usage, outside air temperature, solar exposure and traffic pollution or validating whether a proposed built asset meets relevant planning constraints.

Developing a coherent approach to GeoBIM integration requires …


Final Internship Report: Gis Research And Analysis At The Center For Homicide Research, Paul Jeffrey Tatting Jan 2018

Final Internship Report: Gis Research And Analysis At The Center For Homicide Research, Paul Jeffrey Tatting

All Graduate Theses, Dissertations, and Other Capstone Projects

This final internship report is being submitted as an Alternate Plan Paper as partial fulfillment for the Degree of Master of Science in Geography at Minnesota State University, Mankato. The internship took place at the Center for Homicide Research (CHR) in Minneapolis, Minnesota from January through June of 2018.

This paper is organized into seven chapters. This chapter, Chapter 1, is the introduction to the internship. Chapter 2 examines the scope of the internship. It includes a background of CHR, the duties of a GIS Intern, and discusses the benefits of the internship. Chapter 3 details presentations that were made …


Spatial Distribution Of Road Traffic Crash Fatalities In Karachi: Perspective From 2008-2012, Rashid Jooma, Mir Shabbar Ali, Masood Ali Shaikh Jan 2018

Spatial Distribution Of Road Traffic Crash Fatalities In Karachi: Perspective From 2008-2012, Rashid Jooma, Mir Shabbar Ali, Masood Ali Shaikh

Section of Neurosurgery

Road Traffic Crash (RTC) mortality and morbidity is one of the major public health problems in Karachi. In this study we used geographic information systems (GIS) to visualize and quantify the spatial distribution of RTC mortality and yearly trend from 2008 to 2012, for all 24 administrative subdivisions of Karachi, using Road Traffic Injury Research and Prevention Center's (RTIRPC) data. Cumulatively, 6040 deaths were recorded by RTIRPC, out of which we were able to map 4657 (77.1%) deaths based on location information available in the database. During the 5-year period, highest number of cumulative RTC fatalities were recorded for Kemari, …


Using Virtual Reality And Photogrammetry To Enrich 3d Object Identity, Cole Juckette, Heather Richards-Rissetto, Hector Eluid Guerra Aldana, Norman Martinez Jan 2018

Using Virtual Reality And Photogrammetry To Enrich 3d Object Identity, Cole Juckette, Heather Richards-Rissetto, Hector Eluid Guerra Aldana, Norman Martinez

Department of Anthropology: Faculty Publications

The creation of digital 3D models for cultural heritage is commonplace. With the advent of efficient and cost effective technologies archaeologists are making a plethora of digital assets. This paper evaluates the identity of 3D digital assets and explores how to enhance or expand that identity by integrating photogrammetric models into VR. We propose that when a digital object acquires spatial context from its virtual surroundings, it gains an identity in relation to that virtual space, the same way that embedding the object with metadata gives it a specific identity through its relationship to other information. We explore this concept …


Development Of A Gis Database Of Incomplete Forensic Anthropology Cases In Southeastern Michigan, Casey Butler Jan 2018

Development Of A Gis Database Of Incomplete Forensic Anthropology Cases In Southeastern Michigan, Casey Butler

Senior Honors Theses and Projects

With many forensic anthropology cases of human skeletal remains, the skeletons may be incomplete for a variety of reasons, such as: animal scavenging, acid bone diagenesis, fluvial transport, among other factors. There are many studies that address these taphonomic factors; however, prior research fails to examine different methods in tracking incomplete forensic anthropology cases. This study investigates different geographic information system (GIS) methods applied to the forensic sciences to determine the best software to track forensic anthropology cases using a spatial mapping system to record and track 15 incomplete cases from Southeastern Michigan. The final ArcGIS tool developed here notes …


Modeling Pre-Settlement Wetlands In Northern Minnesota, Johnathon T. Salfer Jan 2018

Modeling Pre-Settlement Wetlands In Northern Minnesota, Johnathon T. Salfer

All Graduate Theses, Dissertations, and Other Capstone Projects

Modern land use has dramatically altered the native landscape across much of Minnesota and the United States. “Manifest Destiny” has ingrained the idea in American society that wetlands and related lands of “low value” need to be tamed and made profitable. In many places, wetlands have been drained and removed so that agriculture can take over. In recent years, people have begun to see the unintended consequences of this method, and importance is now being given to natural wetlands through various government projects and programs. Using National Wetlands Inventory (NWI) data, Drainage Index (DI) values calculated from Soil Survey Geographic …


Cemetery Management In A Gis Framework: A Case Study Of Woodland Hills Memorial Park, Maureen Schmidt Jan 2018

Cemetery Management In A Gis Framework: A Case Study Of Woodland Hills Memorial Park, Maureen Schmidt

All Graduate Theses, Dissertations, and Other Capstone Projects

his paper aims to examine the potential uses and applications of geospatial technologies for cemetery management. The Woodland Hills Memorial Park in Mankato, Minnesota, was used as a case study. The hard copy, handwritten records of the Woodland Hills Memorial Park were converted to digital formats, and then combined with GPS gathered data using GIS. The traditional method of storing and keeping these records is time consuming, as the curator must hand write all the information into the physical books. The maps of the park are also hand-drawn, which makes their examination and upkeep tedious. By creating digital copies of …


A Cartographic Workflow Manual For Endangered Species Conservation, Martin P. Viereckl Jan 2018

A Cartographic Workflow Manual For Endangered Species Conservation, Martin P. Viereckl

Graduate Student Theses, Dissertations, & Professional Papers

In response to global consumer demand for rare and exotic wildlife products, poaching of endangered species has become pervasive around the world (Eliason 1999). Despite the enactment of CITES, and other international efforts to protect vulnerable species from overexploitation, the global market for illegal wildlife products is estimated as high as $20-billion a year industry (Wyler 2008). Within important wildlife habitat sites, law enforcement struggle to curb rampant poaching that threatens the ultimate survival of many endangered species (Jachmann 2008; Rowcliffe 2004). Law-enforcement agencies responsible for protecting wildlife from poachers often lack geospatial tools that could greatly improve the effectiveness …


Assessing Historical Planform Channel Change In An Altered Watershed With Quantification Of Error And Uncertainty Present In A Gis/Aerial Photography-Based Analysis; Case Study: Minnesota River, Minnesota, Usa., Devon Libby Jan 2018

Assessing Historical Planform Channel Change In An Altered Watershed With Quantification Of Error And Uncertainty Present In A Gis/Aerial Photography-Based Analysis; Case Study: Minnesota River, Minnesota, Usa., Devon Libby

All Graduate Theses, Dissertations, and Other Capstone Projects

Little is known about the historic planform channel change of the Minnesota River of south-central Minnesota, USA. This is despite research that demonstrates anthropogenic activities have altered the Minnesota River Basin's hydrology, land use, and climate. In addition, the threat of invasive carp infestation requires an understanding of Minnesota River planform change to assess mitigation strategies. This thesis focuses on the lower Minnesota River (LMR) by measuring planform channel change (lateral channel migration, width, and sinuosity) from 1937 to 2013. Analysis is conducted by utilizing remote/GIS analysis of historic aerial photographs. A secondary focus addresses and quantifies the inherent/introduced error/uncertainly …


A Comparative Assessment Of Food Deserts Using Geographic Information Systems (Gis) In El Paso County, Tx And Loudoun County, Va, Amit Ugamraj Raysoni Jan 2018

A Comparative Assessment Of Food Deserts Using Geographic Information Systems (Gis) In El Paso County, Tx And Loudoun County, Va, Amit Ugamraj Raysoni

Open Access Theses & Dissertations

BACKGROUND & SIGNIFICANCE: Consumption of processed foods high in sodium and fat can have a plethora of health complications, including, but not limited to hypertension, high cholesterol levels, obesity, diabetes and cancer. Previous studies have documented that lack of access to viable healthy eating options' grocery stores selling affordable fresh fruits and vegetables - in any neighborhood or area can result in negative public health outcomes. These areas devoid of such grocery stores and healthy eating options can be classified as "Food Deserts", as per one of the criteria adopted by the United States Department of Agriculture (USDA). In addition, …


Phenomenology And Geographic Information Science: Experiencing Landscape Through Geospatial Technologies And Higuchi-Style Indices, L. Jesse Rouse Jan 2018

Phenomenology And Geographic Information Science: Experiencing Landscape Through Geospatial Technologies And Higuchi-Style Indices, L. Jesse Rouse

Graduate Theses, Dissertations, and Problem Reports (ETD)

Research conducted on cultural landscapes is often divided into two approaches comprising a qualitative description or quantitative measure. The separation is often driven by the difference in the approach and methods utilized. Phenomenology has often been used as the framework with which to consider the experience and quality of a landscape. The descriptive and personal nature of phenomenology seeks to separate the observer from their personal biases to yield a qualitative narrative. Conversely, Geographic Information Science (GIScience) is seen as a set of methods and tools to capture, map, and analyze the quantifiable features of a landscape. However, it is …


Exploring The Geosensory In Geography: Examining Olfaction And Geo-Virtual Immersion As Contributors To A Sense Of Place And Embodiment, Aaron Michael Ferrari Jan 2018

Exploring The Geosensory In Geography: Examining Olfaction And Geo-Virtual Immersion As Contributors To A Sense Of Place And Embodiment, Aaron Michael Ferrari

Graduate Theses, Dissertations, and Problem Reports (ETD)

No abstract provided.


Assessment Of Vegetation Response To Wildfire At Bandelier National Monument, New Mexico: Case Study Of The Las Conchas Fire, Gladys Valentin-Gonzalez Dec 2017

Assessment Of Vegetation Response To Wildfire At Bandelier National Monument, New Mexico: Case Study Of The Las Conchas Fire, Gladys Valentin-Gonzalez

Geography ETDs

In the past couple of decades, there has been an increase in the occurrence of wildfire events in the United States. The U.S. Forest Service estimates that over 73,000 wildfires on average occur annually in the U.S., burning about 7.3 million acres of land. Bandelier National Monument, in northern New Mexico, has been affected by several wildfires in the past 40 years, one of the most recent being the Las Conchas Fire in 2011, which burned over 60,700 hectaresin Bandelier National Monument and Valles Caldera National Preserve. This research explores a remote-sensing based assessment of vegetation response to and recovery …


A Geospatial Investigation Of The Potential For Inter-Aquifer Communication In Shelby County, Tennessee: A Multi-Scale Spatial Dependency Model, Andrew Barnett Murphy Dec 2017

A Geospatial Investigation Of The Potential For Inter-Aquifer Communication In Shelby County, Tennessee: A Multi-Scale Spatial Dependency Model, Andrew Barnett Murphy

Electronic Theses and Dissertations Archive

The upper-Claiborne confining unit overlies the Memphis aquifer in Shelby County, Tennessee. Hydrogeologic windows are locations where clay intervals are thin or absent within the confining unit, resulting in localized vertical recharge. Previous work has not been geostatistically focused. In this study, 430 borehole geophysical logs were analyzed. The objectives were to: 1) capture and analyze exisiting well log data in a geodatabase 2) utilize geostatisitical modeling at a variety of scales 3) integrate well log data with historic water-table elevation trends and 4) produce multi scaled maps that illustrate hydrostratigraphic trends in terms of inter-aquifer communication. Geostatisitical ordinary kriging …


A Summer At Azavea Working With Nonprofit Organizations: The Summer Of Maps Fellowship, Sarah Gates Dec 2017

A Summer At Azavea Working With Nonprofit Organizations: The Summer Of Maps Fellowship, Sarah Gates

Sustainability and Social Justice

This report details my experience as a Summer of Maps Fellow at Azavea during June 2017 to August 2017. As a Summer of Maps Fellow I worked with nonprofit organizations, the Fair Tech Collective and the World Resources Institute, on two geospatial analysis projects. For the Fair Tech Collective I analyzed data on refinery flaring pollution, air toxin concentrations, and sensitive receptor populations to produce a series of maps and infographics detailing the impacts of petrochemical pollution in the San Francisco Bay Area. For the World Resources Institute I used data-driven methods to analyze conservation efforts in the Central African …


Greening The Gateway Cities: Summer Internship With The Clark University Human Environment Regional Observatory (Hero) And Massachusetts Department Of Conservation And Recreation (Dcr), Zhiwen Zhu Dec 2017

Greening The Gateway Cities: Summer Internship With The Clark University Human Environment Regional Observatory (Hero) And Massachusetts Department Of Conservation And Recreation (Dcr), Zhiwen Zhu

Sustainability and Social Justice

This report provides a detailed account of my internship experience with the Clark University Human-Environment Regional Observatory (HERO) and Massachusetts Department of Conservation and Recreation (DCR) in the summer of 2017. This internship concerns the urban tree health assessment in three ‘Greening the Gateway’ cities in Massachusetts. During the internship, I conducted tree survey field work, database management, mapping, tree survey data analysis and urban tree plantation benefits microclimate simulation. During the internship I worked with the professors and students at Clark University and University of Massachusetts, Amherst, and the staff from Department of Conservation and Recreation (DCR), Worcester Tree …


Mapping The Landscape For Archaeological Detection, Preservation, And Interpretation: A Case Study In High Resolution Location Modeling From The Blue Mountains Of Northeastern Oregon, Trent Skinner Dec 2017

Mapping The Landscape For Archaeological Detection, Preservation, And Interpretation: A Case Study In High Resolution Location Modeling From The Blue Mountains Of Northeastern Oregon, Trent Skinner

UNLV Theses, Dissertations, Professional Papers, and Capstones

Archaeological location modeling (ALM) is an important tool in most survey strategies, and has contributed substantially to economizing efforts to locate and characterize the archaeological record. The increasing availability of high resolution (<3m) airborne light detection and ranging (lidar) data has the potential to refine the application and ultimately the role of ALM. This research tests the precision and accuracy gained by incorporating lidar derived data into an ALM. The site records and other environmental data used in this study were all generated over the last four decades by the resource specialists of the Malheur National Forest. The Weights-of-Evidence (WofE) probability method (Bonham-Carter 1994) was used to produce two ALMs; one based on a 10m digital elevation model (DEM) created from satellite imaging, and the second from a 3m resolution lidar derived DEM. Independent variables (e.g., slope, aspect, distance to water, etc.) commonly used in ALM were largely replaced by index variables (e.g., slope position classification, topographic wetness index, etc.). The final models were classified into areas of high, medium, and low archaeological potential, then cross-validated against a reserved random dataset. Models were then compared using the Kvamme gain statistic and site to area frequency ratio. The 3m model demonstrated a significant improvement over the results obtained from the 10m model and the current probability model used in the study area. A number of factors including model resolution, statistical methodology, and the character of the independent and dependent variables all contributed to the increase in precision and accuracy. The incremental improvement in modeling efficiency demonstrated here will create time and cost saving in the management and preservation of cultural resources, and ultimately contribute to a better understanding of patterns of past human land use.