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Portland State University

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Full-Text Articles in Physical Sciences and Mathematics

Spatial Validation Of Agent-Based Models, Kristoffer Wikstrom, Hal T. Nelson Dec 2022

Spatial Validation Of Agent-Based Models, Kristoffer Wikstrom, Hal T. Nelson

Public Administration Faculty Publications and Presentations

This paper adapts an existing techno–social agent-based model (ABM) in order to develop a new framework for spatially validating ABMs. The ABM simulates citizen opposition to locally unwanted land uses, using historical data from an energy infrastructure siting process in Southern California. Spatial theory, as well as the model’s design, suggest that adequate validation requires multiple tests rather than relying solely on a single test-statistic. A pattern-oriented modeling approach was employed that first mapped real and simulated citizen comments across the US Census tract. The suite of spatial tests included Global Moran’s I, complemented with bivariate correlations, as well as …


Projected Impact Of Mid-21st Century Climate Change On Wildfire Hazard In A Major Urban Watershed Outside Portland, Oregon Usa, Andy Mcevoy, Max Nielsen-Pincus, Andres Holz, Arielle J. Catalano, Kelly E. Gleason Dec 2020

Projected Impact Of Mid-21st Century Climate Change On Wildfire Hazard In A Major Urban Watershed Outside Portland, Oregon Usa, Andy Mcevoy, Max Nielsen-Pincus, Andres Holz, Arielle J. Catalano, Kelly E. Gleason

Environmental Science and Management Faculty Publications and Presentations

Characterizing wildfire regimes where wildfires are uncommon is challenged by a lack of empirical information. Moreover, climate change is projected to lead to increasingly frequent wildfires and additional annual area burned in forests historically characterized by long fire return intervals. Western Oregon and Washington, USA (westside) have experienced few large wildfires (fires greater than 100 hectares) the past century and are characterized to infrequent large fires with return intervals greater than 500 years. We evaluated impacts of climate change on wildfire hazard in a major urban watershed outside Portland, OR, USA. We simulated wildfire occurrence and fire regime characteristics under …


Data From: Forest Density Intensifies The Importance Of Snowpack To Growth In Water-Limited Pine Forests, Kelly E. Gleason, John B. Bradford, Anthony W. D’Amato, Shawn Fraver, Brian J. Palik, Michael A. Battaglia Jun 2020

Data From: Forest Density Intensifies The Importance Of Snowpack To Growth In Water-Limited Pine Forests, Kelly E. Gleason, John B. Bradford, Anthony W. D’Amato, Shawn Fraver, Brian J. Palik, Michael A. Battaglia

Environmental Science and Management Datasets

Research Study
Warming climate and resulting declines in seasonal snowpack have been associated with drought stress and tree mortality in seasonally snow-covered watersheds worldwide. Meanwhile, increasing forest density has further exacerbated drought stress due to intensified tree-tree competition. Using a uniquely detailed dataset of population-level forest growth (n=2495 sampled trees), we examined how inter-annual variability in growth relates to snow volume across a range of forest densities (e.g., competitive environments) in sites spanning a broad aridity gradient across the United States. Forest growth was positively related to snowpack in water-limited forests located at low latitude, and this relationship was intensified …


Stars Annual Report, 2020, Campus Sustainability Office Jan 2020

Stars Annual Report, 2020, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

The Campus Sustainability Office (CSO) compiles information from departments across campus annually to complete the STARS Report. The score is based on the number of points received across five categories: Academics, Engagement, Operations, and Planning & Administration, and Innovation & Leadership. PSU has maintained a Gold rating since the institution began reporting in 2011 and is within the top 40 of over 400 reporting institutions. This summary includes improvement opportunities to assist our efforts to eventually become a STARS Platinum institution. For more information on improvement opportunities please contact Amanda Wolf at wolf@pdx.edu


Utility Summary Fiscal Year 2020, Campus Sustainability Office Jan 2020

Utility Summary Fiscal Year 2020, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

Energy usage listed by building.


Real-Time Evaluation Of City–University Partnerships For Sustainability And Resilience, Liliana Elizabeth Caughman, Lauren Withycombe Keeler, Fletcher Beaudoin Jan 2020

Real-Time Evaluation Of City–University Partnerships For Sustainability And Resilience, Liliana Elizabeth Caughman, Lauren Withycombe Keeler, Fletcher Beaudoin

Institute for Sustainable Solutions Publications and Presentations

Cities face many challenges in their efforts to create more sustainable and resilient urban environments for their residents. Among these challenges is the structure of city administrations themselves. Partnerships between cities and universities are one way that cities can address some of the internal structural barriers to transformation. However, city–university partnerships do not necessarily generate transformative outcomes, and relationships between cities and universities are complicated by history, politics, and the structures the partnerships are attempting to overcome. In this paper, focus groups and trial evaluations from five city–university partnerships in three countries are used to develop a formative evaluation tool …


An Ethnographic Study Exploring Factors That Minimize Lunch Waste In Tokyo Elementary Schools, Betty T. Izumi, Rie Akamatsu, Carmen Byker Shanks, Kahori Fujisaki Jan 2020

An Ethnographic Study Exploring Factors That Minimize Lunch Waste In Tokyo Elementary Schools, Betty T. Izumi, Rie Akamatsu, Carmen Byker Shanks, Kahori Fujisaki

OHSU-PSU School of Public Health Faculty Publications and Presentations

Objective: To explore factors that minimize lunch waste in Tokyo elementary schools and to consider how such factors can be modified and applied in US schools.

Design: Focused ethnographic study using interviews, observation, participant observation and document review. Data were analysed using thematic analysis.

Setting: Tokyo, Japan.

Participants: Five school dietitians participated in the study. Data collection methods included in-depth interviews, observation of nutrition education lessons, participant observation of school lunchtime and review of relevant school documents (e.g. lunch menus, food waste records).

Results: Five themes emerged from the analysis: (i) reinforcement of social norms …


Food Waste Knowledge, Attitudes, And Behavioral Intentions Among University Students, Manar Arica Alattar, James Delaney, Jennifer L. Morse, Max Nielsen-Pincus Jan 2020

Food Waste Knowledge, Attitudes, And Behavioral Intentions Among University Students, Manar Arica Alattar, James Delaney, Jennifer L. Morse, Max Nielsen-Pincus

Environmental Science and Management Faculty Publications and Presentations

After policy change, educational programming has been cited as one of the most powerful tools for improving food systems and decreasing food waste. University students represent a population in which emerging habits, skills, and identity may be targeted easily and changed through on-campus educational programming. To understand how to best implement programming on impacts of food, food waste, and related issues, the factors that underlie students’ behaviors related to food waste must be understood. We analyzed factors that influence food waste–related behaviors within a university student population to understand the potential for improving targeted, school-based food waste diversion programming. Four …


Do Corporate Owned Adaptive Learning Platforms Perpetuate Banking Style Learning? Integrating Technology For Activism Into Transformational Sustainability Education, Tina M. Garner Aug 2019

Do Corporate Owned Adaptive Learning Platforms Perpetuate Banking Style Learning? Integrating Technology For Activism Into Transformational Sustainability Education, Tina M. Garner

Leadership for Sustainability Education Comprehensive Papers

We live in a world that tends to be controlled by corporations. The public school system should be wary of the problems that corporate control has on education. Even though public schools should not have corporate influence, the fact remains that they do, and this perpetuates Freire's banking style learning. Through time, the corporate influence in education was through educational materials such as book sales. Since the decline of the use of books and the growth of the use of technologies, corporations have followed suit through the sales of Adaptive Learning Platforms. Through leveraging the technology which students enjoy using, …


Psu Green Building Internship Final Report, 2019: Karl Miller Center Post-Occupancy Study, Everett Stilley, Junyoung Lee Jul 2019

Psu Green Building Internship Final Report, 2019: Karl Miller Center Post-Occupancy Study, Everett Stilley, Junyoung Lee

Campus Sustainability Office Publications, Reports and Presentations

This study examined the effectiveness of the passive cooling strategies in the Karl Miller Center (KMC) at Portland State University. Due to the warm temperatures reached in Portland during the summer months and the absence of a mechanical cooling system on the Pavilion side of the KMC, classrooms can exceed thermal comfort preferences on a number of occasions. Previous studies have recommended taking certain classrooms “offline” after 12pm in the summer, where they are only available for morning classes. This study aimed to update the classroom prioritization as well as analyze the employed cooling strategies and begin a long term …


Stars Annual Report, 2019, Campus Sustainability Office Jan 2019

Stars Annual Report, 2019, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

The Campus Sustainability Office (CSO) compiles information from departments across campus annually to complete the STARS Report. The score is based on the number of points received across five categories: Academics, Engagement, Operations, and Planning & Administration, and Innovation & Leadership. PSU has maintained a Gold rating since the institution began reporting in 2011 and is within the top 40 of over 400 reporting institutions. This summary includes improvement opportunities to assist our efforts to eventually become a STARS Platinum institution. For more information on improvement opportunities please contact Amanda Wolf at wolf@pdx.edu


Utility Summary Fiscal Year 2019, Campus Sustainability Office Jan 2019

Utility Summary Fiscal Year 2019, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

Summary of energy usage listed by building.


Campus Sustainability Office Annual Report, 2018-2019, Campus Sustainability Office Jan 2019

Campus Sustainability Office Annual Report, 2018-2019, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

The Campus Sustainability Office 2018-2019 annual report.


Psu Green Building Internship Final Presentation, 2019: Kmc Post-Occupancy Study, Junyoung Lee, Everett Stilley Jan 2019

Psu Green Building Internship Final Presentation, 2019: Kmc Post-Occupancy Study, Junyoung Lee, Everett Stilley

Campus Sustainability Office Publications, Reports and Presentations

Survey students taking classes in Pavilion classrooms during summer 2019 term. Analyze data to update classroom scheduling recommendations.


A Comparison Of Neighborhood-Scale Interventions To Alleviate Urban Heat In Doha, Qatar, Salim Ferwati, Cynthia Skelhorn, Vivek Shandas, Yasuyo Makido Jan 2019

A Comparison Of Neighborhood-Scale Interventions To Alleviate Urban Heat In Doha, Qatar, Salim Ferwati, Cynthia Skelhorn, Vivek Shandas, Yasuyo Makido

Urban Studies and Planning Faculty Publications and Presentations

Recent evidence suggests that many densely populated areas of the world will be uninhabitable in the coming century due to the depletion of resources, climate change, and increasing urbanization. This poses serious questions regarding the actions that require immediate attention, and opportunities to stave off massive losses of infrastructure, populations, and financial investments. The present study utilizes microclimate modeling to examine the role of landscape features as they affect ambient temperatures in one of the fastest growing regions of the world: Doha, Qatar. By modeling three study sites around Doha—one highly urbanized, one newly urbanizing, and one coastal low-density urbanized—the …


Forest Collaborative Meeting Agenda, Hanoi, Vietnam, Environment For Development (Efd) Initiative Nov 2018

Forest Collaborative Meeting Agenda, Hanoi, Vietnam, Environment For Development (Efd) Initiative

Forest Collaborative Research

Agenda for the Environment for Development (EfD) Initiative 12th Annual Meeting on November 3, 2018 at the Intercontinental Hotel in Hanoi Westlake, Vietnam.


Psu University Services Building Leed Eb Materials Audit Report, Christa Mcdermott, Emily Murkland, Bryan Nguyen, Tay Stone, Rushada Wimer Aug 2018

Psu University Services Building Leed Eb Materials Audit Report, Christa Mcdermott, Emily Murkland, Bryan Nguyen, Tay Stone, Rushada Wimer

Campus Sustainability Office Publications, Reports and Presentations

This report provides Portland State University’s (PSU) Campus Sustainability Office (CSO), with an objective third party LEED O+M Materials Assessment of PSU’s University Services Building (USB). The data collected for this audit provides CSO with insight into the building’s current waste composition and diversion rate. Additionally, it identifies opportunities to reduce the amount of recoverable materials ending up in the landfill stream. Community Environmental Services (CES) conducted material audits for 100% of USB’s landfill-bound, commingled recycling, and compost streams during a 24-hour period. While, audited construction and demolition (C&D) materials were generated over the course of a week.


Reorganizing School Lunch For A More Just And Sustainable Food System In The Us, Jennifer Gaddis, Amy K. Coplen Jul 2018

Reorganizing School Lunch For A More Just And Sustainable Food System In The Us, Jennifer Gaddis, Amy K. Coplen

Urban Studies and Planning Faculty Publications and Presentations

Public school lunch programs in the United States are contested political terrains shaped by government agencies, civil society activists, and agri-food companies. The particular organization of these programs has consequences for public health, social justice, and ecological sustainability. This contribution draws on political economy, critical food studies, and feminist economics to analyze the US National School Lunch Program, one of the world's oldest and largest government-sponsored school lunch programs. It makes visible the social and environmental costs of the "heat-and-serve" economy, where widely used metrics consider only the speed and volume of service as productive work. This study demonstrates that …


Forest Collaborative Meeting Agenda, Gothenburg, Sweden, Environment For Development (Efd) Initiative Jun 2018

Forest Collaborative Meeting Agenda, Gothenburg, Sweden, Environment For Development (Efd) Initiative

Forest Collaborative Research

Third Biannual Meeting of the Environment for Development (EfD) Forest Collaborative on June 25, 2018 at the School of Business, Economics and Law (SBEL) University of Gothenburg, Sweden.


Garden Pollinators And The Potential For Ecosystem Service Flow To Urban And Peri-Urban Agriculture, Gail A. Langellotto, Andony Melathopoulos, Isabella Messer, Aaron Anderson, Nathan Mcclintock, Lucas Costner Jun 2018

Garden Pollinators And The Potential For Ecosystem Service Flow To Urban And Peri-Urban Agriculture, Gail A. Langellotto, Andony Melathopoulos, Isabella Messer, Aaron Anderson, Nathan Mcclintock, Lucas Costner

Urban Studies and Planning Faculty Publications and Presentations

Hedgerows, flowering strips, and natural areas that are adjacent to agricultural land have been shown to benefit crop production, via the provision of insect pollinators that pollinate crops. However, we do not yet know the extent to which bee habitat in the form of urban gardens might contribute to pollination services in surrounding crops. We explored whether gardens might provision pollinators to adjacent agricultural areas by sampling bees from gardens in the Portland, Oregon metropolitan area, and estimating typical foraging distances in the context of commercialand residential-scale pollination-dependent crops up to 1000 m from garden study sites. We estimate that …


Psu Market Center Building Leed Eb Materials Audit Report, Christa Mcdermott, Emily Murkland, Bryan Nguyen, Tay Stone, Rushada Wimer Apr 2018

Psu Market Center Building Leed Eb Materials Audit Report, Christa Mcdermott, Emily Murkland, Bryan Nguyen, Tay Stone, Rushada Wimer

Campus Sustainability Office Publications, Reports and Presentations

This report provides Portland State University’s (PSU) Campus Sustainability Office (CSO), with an objective third party LEED O+M Materials Assessment of PSU’s Market Center Building (MCB). The data collected for this audit provides CSO with insight into the building’s current waste composition and diversion rate. Additionally, it identifies opportunities to reduce the amount of recoverable materials ending up in the landfill stream. Community Environmental Services (CES) conducted material audits for 100% of MCB’s landfill-bound, commingled recycling, glass bottles and jars recycling, and compost streams during a 24-hour period.


Decision Support System For The Design And Planning Of Low-Impact Development Practices: The Case Of Seoul, Jae-Yeol Song, Eun-Sung Chung, Soo Hyun Kim Feb 2018

Decision Support System For The Design And Planning Of Low-Impact Development Practices: The Case Of Seoul, Jae-Yeol Song, Eun-Sung Chung, Soo Hyun Kim

Civil and Environmental Engineering Faculty Publications and Presentations

This study presented the conceptual framework of the water-management analysis module (WMAM) to derive effective physical specifications for the design and planning of low-impact development (LID) practices using the storm-water management model (SWMM). This decision-support system can be used for six LID types and has the following key capabilities: determining relevant LID design parameters within the SWMM that critically influence the hydrological cycle components using a simple sensitivity analysis and determining the best hydrological values for LID planning specification. This study analyzed a highly urbanized university campus as a case study to determine the design and planning specifications for an …


Social Position Influencing The Water Perception Gap Between Local Leaders And Constituents In A Socio-Hydrological System, Melissa Haeffner, Douglas Jackson-Smith, Courtney G. Flint Feb 2018

Social Position Influencing The Water Perception Gap Between Local Leaders And Constituents In A Socio-Hydrological System, Melissa Haeffner, Douglas Jackson-Smith, Courtney G. Flint

Environmental Science and Management Faculty Publications and Presentations

How well city leaders represent their constituents and meet their needs are key concerns in transitioning to local sustainable water governance. To date, however, there is little research documenting the influence of social position between elected leaders who make policy, career staff water managers who design and operate systems and implement policies, and the members of the public whose individual water use behaviors are important drivers of water sustainability outcomes. In this study, we ask: ‘‘How does social position explain variation in water perceptions and concerns between different actors in a sociohydrological system?’’ Using a mixed method approach with survey …


Campus Sustainability Office Annual Report, 2017-2018, Campus Sustainability Office Jan 2018

Campus Sustainability Office Annual Report, 2017-2018, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

The Campus Sustainability Office 2017-2018 annual report.


Psu Green Building Internship Final Report, 2018: Karl Miller Center Post-Occupancy Study, Omar Abu Sulaiman, Jocelyn Reynolds Jan 2018

Psu Green Building Internship Final Report, 2018: Karl Miller Center Post-Occupancy Study, Omar Abu Sulaiman, Jocelyn Reynolds

Campus Sustainability Office Publications, Reports and Presentations

In this report, both occupant comfort perception-based data, collected via surveys, and building performance-based data, collected via sensors, are utilized to conduct a post-occupancy evaluation of Portland State University’s (PSU) new Karl Miller Center (KMC), formerly known as the School of Business Administration. The KMC was completed in September 2017 and is on track to earn LEED Platinum certification, primarily for the passive ventilation strategies incorporated into its design. The environmental factors studied in this report are air and concrete slab temperatures, CO2 levels, and airflow. The personal factors studied in this report are clothing levels (clo), gender identity, thermal …


Stars Annual Report, 2018, Campus Sustainability Office Jan 2018

Stars Annual Report, 2018, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

The Campus Sustainability Office (CSO) compiles information from departments across campus annually to complete the STARS Report. The score is based on the number of points received across five categories: Academics, Engagement, Operations, and Planning & Administration, and Innovation & Leadership. PSU has maintained a Gold rating since the institution began reporting in 2011 and is within the top 40 of over 400 reporting institutions. This summary includes improvement opportunities to assist our efforts to eventually become a STARS Platinum institution. For more information on improvement opportunities please contact Amanda Wolf at wolf@pdx.edu


Utility Summary Fiscal Year 2018, Campus Sustainability Office Jan 2018

Utility Summary Fiscal Year 2018, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

Summary of energy use listed by building


Psu Green Building Internship Final Presentation, 2018: Karl Miller Center Post-Occupancy Study, Omar Abu Sulaiman, Jocelyn Reynolds Jan 2018

Psu Green Building Internship Final Presentation, 2018: Karl Miller Center Post-Occupancy Study, Omar Abu Sulaiman, Jocelyn Reynolds

Campus Sustainability Office Publications, Reports and Presentations

Intent of Study:

Determine if the mechanical and passive design strategies in the KMC are functioning properly to provide appropriate levels of thermal comfort to occupants.


Utility Data Comparison Of Fy16, Fy17, And Fy 18 Quarter One And Quarter Two Data, Campus Sustainability Office Jan 2018

Utility Data Comparison Of Fy16, Fy17, And Fy 18 Quarter One And Quarter Two Data, Campus Sustainability Office

Campus Sustainability Office Publications, Reports and Presentations

FY16, FY17, & FY18 Q1 and Q2 EUI Comparison


Transferring Sustainability Solutions Across Contexts Through City–University Partnerships, Lauren Withycombe Keeler, Fletcher Beaudoin, Amy M. Lerner, Beatrice John, Richard Beecroft, Kaidi Tamm, Arnim Wiek, Daniel J. Lang Jan 2018

Transferring Sustainability Solutions Across Contexts Through City–University Partnerships, Lauren Withycombe Keeler, Fletcher Beaudoin, Amy M. Lerner, Beatrice John, Richard Beecroft, Kaidi Tamm, Arnim Wiek, Daniel J. Lang

Institute for Sustainable Solutions Publications and Presentations

The urgency of climate change and other sustainability challenges makes transferring and scaling solutions between cities a necessity. However, solutions are deeply contextual. To accelerate solution efforts, there is a need to understand how context shapes the development of solutions. Universities are well positioned to work with cities on transferring solutions from and to other cities. This paper analyses five case studies of city–university partnerships in three countries on transferring solutions. Our analysis suggests that understanding the interest, the action on sustainability, and the individual and collective sustainability competences on the part of the city administration and the university can …