11 results
Search Results
2. Assessing Spatial Stationarity and Segmenting Spatial Processes into Stationary Components.
- Author
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Tzeng, ShengLi, Chen, Bo-Yu, and Huang, Hsin-Cheng
- Subjects
- *
STATIONARY processes , *EXPONENTIAL functions , *GEOLOGICAL statistics - Abstract
In this research, we propose a novel technique for visualizing nonstationarity in geostatistics, particularly when confronted with a single realization of data at irregularly spaced locations. Our method hinges on formulating a statistic that tracks a stable microergodic parameter of the exponential covariance function, allowing us to address the intricate challenges of nonstationary processes that lack repeated measurements. We implement the fused lasso technique to elucidate nonstationary patterns at various resolutions. For prediction purposes, we segment the spatial domain into stationary sub-regions via Voronoi tessellations. Additionally, we devise a robust test for stationarity based on contrasting the sample means of our proposed statistics between two selected Voronoi subregions. The effectiveness of our method is demonstrated through simulation studies and its application to a precipitation dataset in Colorado. Supplementary materials accompanying this paper appear online. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. The Colorado Delta, 1771–1776: Rereading Francisco Garcés: Part II: Peoples, Practices, and Implications.
- Author
-
Whiteley, Peter M.
- Subjects
- *
ETHNOLINGUISTIC groups , *DEMOGRAPHY , *RURAL population , *AGRICULTURAL productivity , *AGRICULTURE , *ETHNOHISTORY - Abstract
The ethnohistory of the Colorado River delta has been substantively misunderstood, owing to the widespread neglect and/or misinterpretations of the writings of Francisco Garcés. In 1771, 1774, and 1775–1776, Garcés undertook three entradas into the delta, and wrote a series of valuable ethnographic accounts. Not only have Garcés's locations and routes frequently been misidentified by earlier scholars, his observations on agricultural production and population size have been ignored or marginalized, enabling misconceptions about delta historical demography and adaptation to flourish. The present paper seeks to restore Garcés's accounts, making his locations and ethnographic observation intelligible and interpretable, and to show how these can help resolve extant misconceptions. Part I focuses on some key texts, tying his locations to a master map. Part II focuses on ethnolinguistic groups and settlement sites, discusses the implications for a better understanding of historical demography and agricultural adaptation in the delta. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. A Direct Approach for Local Quasi-Geoid Modeling Based on Spherical Radial Basis Functions Using a Noisy Satellite-Only Global Gravity Field Model.
- Author
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Yu, Haipeng, Chang, Guobin, Yu, Yajie, and Zhang, Shubi
- Subjects
- *
RADIAL basis functions , *ROOT-mean-squares , *DATA distribution , *REFERENCE values , *COVARIANCE matrices - Abstract
The remove–compute–restore (RCR) approach is widely used in local quasi-geoid modeling. However, the classical RCR approach usually does not take into account the noise of the satellite-only global gravity field model (GGM), which may lead to a suboptimal result. This paper presents an approach for local quasi-geoid modeling based on spherical radial basis functions that combines local noisy datasets and a noisy satellite-only GGM. This approach includes an RCR procedure using a satellite-only GGM. This is a direct approach that takes the spherical harmonic coefficients of satellite-only GGM as a noisy dataset and includes the corresponding full-noise covariance matrix in the least-squares estimation, aiming to obtain a statistically optimal local quasi-geoid model. The direct approach goes beyond the indirect approach, which treats the height anomalies generated from the satellite-only GGM as a noisy dataset. However, the generated GGM height anomaly dataset is not an equivalent representation of the satellite-only GGM, which may result in the loss of information from the satellite-only GGM. Through mathematical deduction, we demonstrate the theoretical consistency between the direct approach and the indirect approach. The direct approach also has an advantage over the indirect approach in terms of computational complexity due to the simpler algorithm. We conducted a synthetic closed-loop test with a real data distribution in Colorado, and numerical results demonstrated the advantage of the direct approach in local quasi-geoid modeling. In terms of the root mean square of the differences between the predicted values and the true reference values, the direct approach provided an improvement of approximately 14% compared to the indirect approach. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
5. Ageism in Birthday Cards: A Mixed-Method Content Analysis.
- Author
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Lin, Shayne S-H and Walden, Allison
- Subjects
- *
WIT & humor , *ELDER care , *CONTENT analysis , *STATISTICAL sampling , *PRINT materials , *AGE distribution , *SPECIAL days , *AGEISM , *RESEARCH methodology - Abstract
Background and Objectives Ageism is oftentimes sugarcoated within humor. Paper birthday cards are 1 delivery approach in which ageist messages are perpetuated and reinforced through humor. Research Design and Methods A convenience sample of birthday cards (k = 227), all indicating a decade of age, were acquired from 7 national retail stores in Colorado Springs, CO. The decades sampled ranged from 21 to 100. With a predeveloped codebook, 3 raters coded the decade birthday cards on various variables, including age group, ageist tone, and humor. Results Birthday cards intended for age 30–60 contained significantly more ageist messages compared to cards intended for age 21 and age 70–100, which did not show a significant difference from each other. Additionally, birthday cards with humor showed more ageist messages than cards without humor. Characteristics of decade birthday cards were also explored. Discussion and Implications Consumers need to learn to evaluate these ageist messages in birthday cards to reduce the perpetuation of damaging stereotypes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
6. "Cowboy up": Gender, labor, and workforce housing in Colorado ski country.
- Author
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Frydenlund, Shae
- Subjects
- *
HOUSING , *LABOR supply , *GENDER , *COWBOYS , *WOMEN employees - Abstract
Workforce housing does not reproduce all workers equally. So, what kind of workers does "workforce" housing reproduce? Whose reproduction is prioritized, whose is devalued, and how? A case study of housing access and design in three elite Vail Resorts enclaves in Colorado shows that workforce housing prioritizes the reproduction of a young, flexible androcentric workforce who can be cheaply and easily housed. Extending McIntyre and Nast's theorization of racial subsidies, I argue that resort capital awards unearned gendered subsidies to privileged workers and instantiates what Susanne Soederberg calls "displaced survival," or recursive dislocation, for women workers and those with dependents. I detail how twin processes of displaced survival and gendered subsidy emerge in resort communities using data from interviews, survey, ethnographic observation, autoethnography, and municipal records. By attending to the lived experiences of workers in this niche industry, this paper contributes to literature on geographies of exclusion and expands scholarly understandings of how the gendered political economy of labor is sedimented in housing regimes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
7. Drilling Setbacks vs Government Takings: The Case of Colorado's 2018 Colorado Ballot Initiatives.
- Author
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Fisk, Jonathan M., Aistrup, Joseph A., Mahato, Binita, and Morris, John C.
- Subjects
- *
REFERENDUM , *GAS well drilling , *GAS industry , *PETROLEUM industry , *GAS extraction - Abstract
State policymaking is at the center of many oil and gas related disputes. Driven by the promise of affordable energy, economic development, and new revenues, supporters of oil and gas have pushed for policies designed to nurture the oil and gas industry, whereas opponents have emphasized a myriad of environmental threats and disruptions. Statewide ballot initiatives related to oil gas extraction offer a particularly useful lens to examine the preferences of voters in that states are home to residents who directly and indirectly experience the promises and perils of extraction. This paper examines two ballot initiatives in Colorado from 2018, one of which was supported by the oil and gas industry; the other of which was opposed by the same industry. We find that the inclusion of natural amenities, livelihood, and population change provides a useful set of variables for further study. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. The Colorado Delta, 1771–1776: Rereading Francisco Garcés: Part I: Texts, Routes, Sites.
- Author
-
Whiteley, Peter M.
- Subjects
- *
ETHNOLINGUISTIC groups , *RURAL population , *DEMOGRAPHY , *AGRICULTURAL productivity , *AGRICULTURE , *ETHNOHISTORY - Abstract
The ethnohistory of the Colorado River delta has been substantively misunderstood, owing to the widespread neglect and/or misinterpretations of the writings of Francisco Garcés. In 1771, 1774, and 1775–76, Garcés undertook three entradas into the delta, and wrote a series of valuable ethnographic accounts. Not only have Garcés's locations and routes frequently been misidentified by earlier scholars, his observations on agricultural production and population size have been ignored or marginalized, enabling misconceptions about delta historical demography and adaptation to flourish. The present paper seeks to restore Garcés's accounts, making his locations and ethnographic observations intelligible and interpretable, and to show how these can help resolve extant misconceptions. Part I focuses on some key texts, tying his locations to a master map. Part II focuses on ethnolinguistic groups and settlement sites, and discusses the implications for a better understanding of historical demography and agricultural adaptation in the delta. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
9. How anger and fear influence policy narratives: Advocacy and regulation of oil and gas drilling in Colorado.
- Author
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Pierce, Jonathan J., Miller‐Stevens, Katrina, Hicks, Isabel, Castaneda Zilly, Dova, Rangaraj, Saigopal, and Rao, Evan
- Subjects
- *
GAS well drilling , *PETROLEUM industry , *ANGER , *LEGISLATIVE committees , *LEGISLATIVE hearings , *FEAR - Abstract
When advocating for policy change, coalitions rely on various elements and strategies of policy narratives, including emotions. However, past research on the Narrative Policy Framework, and more broadly on the policy process, has largely ignored the role of emotions. This paper argues that emotions, such as anger and fear, are central to how coalitions advocate for policy change. It explores the role of anger and fear in policy narratives by examining the oral testimony (n = 474) given over four legislative committee hearings in March 2019 concerning Colorado Senate Bill 19‐181. This bill changed the mission of the Colorado Oil and Gas Conservation Commission to prioritize protecting the environment and public health over oil and gas development. This research finds the coalition that successfully supported the bill used anger towards the oil and gas industry, while those that opposed the bill relied more on fear of the uncertain consequences of the bill. It also finds the coalition that opposed the bill relied on self‐characterization as heroes and victims, which was a failed strategy. The implications for this research on the Narrative Policy Framework and, more broadly, for the policy process and advocacy are discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
10. The embodiment of exclusionary displacement pressure: Intersections of housing insecurity and mental health in a Hispanic/Latinx immigrant neighborhood.
- Author
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Westbrook, Marisa
- Subjects
- *
IMMIGRANTS , *RESIDENTIAL segregation , *MENTAL health , *RESIDENTIAL patterns , *HISPANIC Americans , *PEOPLE of color , *POPULATION health , *COMMUNITIES , *EXPERIENCE , *HOUSING stability , *HEALTH equity , *POVERTY , *WELL-being , *PSYCHOLOGICAL vulnerability - Abstract
Gentrification, growing income inequality, urban development, and the affordable housing crisis necessitate understanding the impact of the concern of displacement on health — prior to or even in the absence of a displacement event. In this paper, I use the term "exclusionary displacement pressure" to unify the literature on exclusionary displacement and displacement pressure, highlighting the disproportionate and inequitable impacts of displacement pressure among communities of color. Through following 35 residents over 2.5-years (2019–2022) in one predominantly low-income Hispanic/Latinx immigrant neighborhood in Denver, Colorado, I examine how exclusionary displacement pressure shapes their health and wellbeing over time. Through paying attention to how participants' lived experience is shaped by structural vulnerability (e.g. lack of documentation status, inadequate work, limited access to safety net systems), I identify how exclusionary displacement pressure is constantly internalized and responded to as a unique embodied health experience, wearing on individuals over time and reproducing population health inequities. The framework of embodied health experiences captures the wide range of health-related impacts, from diagnosable health conditions to idioms of distress, using participant's own language of suffering to express how they were feeling , battling , and enduring the pressure. Theorizing on structural vulnerability within specific subpopulations with intersecting identities, such as low-income immigrant Hispanic/Latinx communities, provides a bottom-up refinement to existing theories of embodied health. Understanding the place-health experiences of individuals in changing neighborhoods over time is also critically important to define time points at which context-specific supports and interventions are appropriate. • Gentrification impacts health through exclusionary displacement pressure. • Embodied health experiences highlight residents' structural vulnerability. • Stabilizing interventions are needed in advance of physical displacement. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
11. Subsampling and space-filling metrics to test ensemble size for robustness analysis with a demonstration in the Colorado River Basin.
- Author
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Bonham, Nathan, Kasprzyk, Joseph, Zagona, Edith, and Rajagopalan, Balaji
- Subjects
- *
WATERSHEDS , *DECISION making - Abstract
Decision Making Under Deep Uncertainty often uses prohibitively large scenario ensembles to calculate robustness and rank policies' performance. This paper contributes a framework using subsampling algorithms and space-filling metrics to determine how smaller ensemble sizes impact the accuracy of robustness rankings. Subsampling methods create smaller scenario ensembles of varying sizes. We evaluate ranking sensitivity to the ensemble size and calculate accuracy relative to a baseline ranking. Then, metrics of scenario set quality predict ranking accuracy. Notably, the metrics and subsampling methods do not require additional model simulations. We demonstrate the framework with a case study of shortage policies for Lake Mead in the Colorado River Basin (CRB). Results suggest that fewer scenarios than previous studies can accurately rank Lake Mead policies, and results depend on the type of objective and robustness metric. Smaller ensembles could reduce the computational burden of robustness analyses in the ongoing CRB policy renegotiation. • Framework tests sensitivity of policy robustness rankings to scenario ensemble size. • Subsampling methods reevaluate policy rankings without additional simulations. • Model-free metrics of scenario ensemble quality predict rank accuracy. • Case study: shortage operation policies of Lake Mead in the Colorado River Basin. • Fewer scenarios than previous studies can accurately rank Lake Mead policies. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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