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Full-Text Articles in Geography

Bio-Spatial Policing In Theory And Practice: Examining Impacts And Resistance Through Mobilities And Children's Everyday Life, Emily Kaufman Jan 2021

Bio-Spatial Policing In Theory And Practice: Examining Impacts And Resistance Through Mobilities And Children's Everyday Life, Emily Kaufman

Theses and Dissertations--Geography

Despite decades of reforms and technological innovations, increasing evidence shows that state securitization disproportionately harms already racially, spatially, and socio-economically marginalized communities. My research investigates uneven impacts of state securitization, from punitive welfare programs to school surveillance to policing. Across sites, I focus on scales, voices and the everyday lived experiences often left out of scholarly discourse and sensational media. In the current climate of growing awareness and scholarship on police violence, my dissertation addresses three less-studied areas: 1) the interplay between racial, gendered, spatial, and technified police practices; 2) how these practices impact the everyday lives of those racially …


Building Quality? Migration, Suzhi, And Subaltern Masculinity In The Shanghai Construction Industry, Leif Johnson Jan 2021

Building Quality? Migration, Suzhi, And Subaltern Masculinity In The Shanghai Construction Industry, Leif Johnson

Theses and Dissertations--Geography

This doctoral dissertation providesa novel perspective on the everyday lives of construction workers in urban China, demonstrating the underpinnings of urban infrastructure and citizenship policy in affective and gendered relations surrounding the construction industry. Drawing on 18 months of ethnographic fieldwork in Shanghai, China, this dissertation makes a series of three related arguments: First, focusing on the role that migrant labor plays in the construction of urban infrastructure in Shanghai, I argue that the physical existence of infrastructure itself is inextricably tied to systems that govern rural-urban migration across China. Second, building from the Chinese concept of suzhi as both …


The Use Of Distraction: Doomscrolling, Losing Time, And Digital Well-Being In Pandemic Space-Times, Jacob Saindon Jan 2021

The Use Of Distraction: Doomscrolling, Losing Time, And Digital Well-Being In Pandemic Space-Times, Jacob Saindon

Theses and Dissertations--Geography

In the space-times of the COVID-19 global health crisis, how have our relationships with smartphones changed? How do popular discourses designate mundane engagements with digital technologies as healthy or unhealthy, and how are these notions of wellness practiced? This thesis draws upon an online survey of smartphone users residing in Kentucky, and a review of marketing, journalistic, and academic literature to establish current understandings of ‘digital well-being’. The paper then analyzes interviews with Kentucky smartphone users who were asked to track their screen time for a one-week period. This project reveals normative conceptions of well-being and the role of smartphone …


Countering ‘Plastic Addicted Subjects’: Power, Essentialized Identities, And Expertise In Thailand, Olivia Carter Meyer Jan 2021

Countering ‘Plastic Addicted Subjects’: Power, Essentialized Identities, And Expertise In Thailand, Olivia Carter Meyer

Theses and Dissertations--Geography

Thailand is considered one of the six most significant contributors to marine plastic pollution in the world. This has led to widespread media attention and condemnation of Thai people as “addicted to plastic,” with little attention paid to how such discourses actually take shape. Drawing from semi-structured interviews with Thai regulatory institutions, grassroots environmental organizations, plastic industry representatives, and recyclers, I analyze the social, political, economic, and environmental processes that shape Thailand’s plasticscapes. I propose a feminist political ecology of plastic waste which attends to people’s lived experiences and perspectives, power relationships underlying discourses that inform the issue, and Thai …


Debilitating Debts And Recapacitating Loans: How Fintech Made Markets For Unsecured Consumer Debt Using Alternative Data And Machine Learning, Michael Joshua Mccanless Jan 2021

Debilitating Debts And Recapacitating Loans: How Fintech Made Markets For Unsecured Consumer Debt Using Alternative Data And Machine Learning, Michael Joshua Mccanless

Theses and Dissertations--Geography

This thesis investigates the production and management of consumer debt on digital platforms. First, this study investigates how borrowers navigate spaces of debt and indebtedness created by fintech consumer lenders. Second, this thesis analyzes the process and impact of ‘alternative’ data and machine learning on fintech credit scoring models. As consumer lending ‘moves online’, this research analyzes the increasingly important role of digital spaces in the creation and management of debt. Tracking the interfaces and algorithms used by online consumer lenders, I weave together insight from digital and financial geographies to argue that digital technologies are enabling firms to marketize …


Uncovering Frontier Mythologies: Memorial Landscapes In Minneapolis, Mn, Corrin Turkowitch Jan 2021

Uncovering Frontier Mythologies: Memorial Landscapes In Minneapolis, Mn, Corrin Turkowitch

Theses and Dissertations--Geography

This thesis analyzes the relationship between settler colonialism and public memory in B.F. Nelson Park, a downtown park in Minneapolis. My focus is the Pioneer statue, a large granite memorial depicting a frontier family in the middle of the park, which I examine through the lenses of race, gender, power, and violence. Using archival and landscape analysis I examine the historical and present built environment of the park and how it relates to white supremacy. Through interviews of two municipal constituencies, I evaluate how these organizations maintain present narratives of European settlement and in turn uphold the monument. This research …


Gentrification And The Black Church: Mitigating Black Suburban Displacement In A Post Covid-19 World, Jordan Mccray Jan 2021

Gentrification And The Black Church: Mitigating Black Suburban Displacement In A Post Covid-19 World, Jordan Mccray

Theses and Dissertations--Geography

Black churches have been playing an important, stabilizing and supportive role for their members, their neighborhoods, and their communities more broadly. However, these churches’ memberships, community functions, and abilities to support their members have been threatened by the accelerating displacement of African Americans due to the ongoing effects of gentrification, defined by massive economic investment in low-income areas leading to the displacement of low-income residents. At the same time, COVID-19 has also changed the ways churches are able to deliver their support and outreach, with some moving their services to be completely virtual, and many outreach programs having to be …


Procuring Produce In A Rural, Appalachian County: A Thematic Analysis Of Community Member Experiences, Caroline Blincoe Jan 2021

Procuring Produce In A Rural, Appalachian County: A Thematic Analysis Of Community Member Experiences, Caroline Blincoe

Theses and Dissertations--Nutrition and Food Systems

Rates of obesity and other health disparities are exceptionally high in rural Appalachian counties compared to the nation as a whole. One causal factor of these health disparities in Appalachian counties is the inequitable allocation of healthy food. Food insecurity and the local food environment are large drivers for obesity experienced by Martin County, Kentucky residents. Successful socioecological model (SEM) and policy, systems, and environmental (PSE) interventions have shown promising results in reducing obesity and enhancing food security in this population. Through the transcription of semi-structured focus group interviews, thematic analysis aimed to obtain perspectives on the local food system. …


Orienting New International College Students During A Global Pandemic: Spatiality’S Contributions To Staff Work Practices, Thomas W. Teague Jr. Jan 2021

Orienting New International College Students During A Global Pandemic: Spatiality’S Contributions To Staff Work Practices, Thomas W. Teague Jr.

Theses and Dissertations--Educational Policy Studies and Evaluation

U.S. colleges must increasingly respond to a wide range of complex forces and simultaneously fulfill their missions and support students. To address many of these forces, some have turned to internationalization efforts like recruiting and enrolling international students. In light of these efforts, critics have called for institutions to better, more appropriately support these students, given their challenges and needs. This call has amplified during the recent COVID-19 global health pandemic.

Traditional student support services tend to center around Tinto’s Theory of Student Departure. Examples of support programming are frequently shared, yet rarely detail how institutional staff actually perform them …


Improving Access To Treatment For Opioid Use Disorder In High-Need Areas: The Role Of Hrsa Health Centers, Michael Topmiller, Jennifer Rankin, Jessica L. Mccann, Jene Grandmont, David Grolling, Mark Carrozza, Hank Hoang, Josh Bolton, Alek Sripipatana Nov 2020

Improving Access To Treatment For Opioid Use Disorder In High-Need Areas: The Role Of Hrsa Health Centers, Michael Topmiller, Jennifer Rankin, Jessica L. Mccann, Jene Grandmont, David Grolling, Mark Carrozza, Hank Hoang, Josh Bolton, Alek Sripipatana

Journal of Appalachian Health

Introduction: Despite the opioid epidemic adversely affecting areas across the U.S. for more than two decades and increasing evidence that medication-assisted treatment (MAT) is effective for patients with opioid use disorder (OUD), access to treatment is still limited. The limited access to treatment holds true in the Appalachia region despite being disproportionately affected by the crisis, particularly in rural, central Appalachia.

Purpose: This research identifies opportunities for health centers located in high-need areas based on drug poisoning mortality to better meet MAT care gaps. We also provide an in-depth look at health center MAT capacity relative to need …


Viral Data, Agnieszka Leszczynski, Matthew Zook Nov 2020

Viral Data, Agnieszka Leszczynski, Matthew Zook

Geography Faculty Publications

We are experiencing a historical moment characterized by unprecedented conditions of virality: a viral pandemic, the viral diffusion of misinformation and conspiracy theories, the viral momentum of ongoing Hong Kong protests, and the viral spread of #BlackLivesMatter demonstrations and related efforts to defund policing. These co-articulations of crises, traumas, and virality both implicate and are implicated by big data practices occurring in a present that is pervasively mediated by data materialities, deeply rooted dataist ideologies that entrench processes of datafication as granting objective access to truth and attendant practices of tracking, data analytics, algorithmic prediction, and data-driven targeting of individuals …


Predicting And Mapping Plethodontid Salamander Abundance Using Lidar-Derived Terrain And Vegetation Characteristics, Marco Antonio Contreras, Wesley A. Staats, Steve J. Price Aug 2020

Predicting And Mapping Plethodontid Salamander Abundance Using Lidar-Derived Terrain And Vegetation Characteristics, Marco Antonio Contreras, Wesley A. Staats, Steve J. Price

Forestry and Natural Resources Faculty Publications

Aim of the study: Use LiDAR-derived vegetation and terrain characteristics to develop abundance and occupancy predictions for two terrestrial salamander species, Plethodon glutinosus and P. kentucki, and map abundance to identify vegetation and terrain characteristics affecting their distribution.

Area of study: The 1,550-ha Clemons Fork watershed, part of the University of Kentucky’s Robinson Forest in southeastern Kentucky, USA.

Materials and methods: We quantified the abundance of salamanders using 45 field transects, which were visited three times, placed across varying soil moisture and canopy cover conditions. We created several LiDAR-derived vegetation and terrain layers and used these …


Towards An Economic Geography Of Fintech, Karen P. Y. Lai, Michael Samers Jul 2020

Towards An Economic Geography Of Fintech, Karen P. Y. Lai, Michael Samers

Geography Faculty Publications

In this paper, we identify the ways in which the existing literature has examined financial technology (FinTech). Using the frame of the ‘FinTech Cube’, we examine how FinTech unfolds through the intersections of key actors, technologies and institutions. We demonstrate the relevance of FinTech for two areas of geographical enquiry: i) the reshaping of global production and financial networks, and ii) financial inclusion and poverty reduction in poorer countries. In doing so, we accord particular attention to the significance of FinTech for theoretical and empirical research in economic geography.


Covid-19 Is Spatial: Ensuring That Mobile Big Data Is Used For Social Good, Age Poom, Olle Järv, Matthew Zook, Tuuli Toivonen Jul 2020

Covid-19 Is Spatial: Ensuring That Mobile Big Data Is Used For Social Good, Age Poom, Olle Järv, Matthew Zook, Tuuli Toivonen

Geography Faculty Publications

The mobility restrictions related to COVID-19 pandemic have resulted in the biggest disruption to individual mobilities in modern times. The crisis is clearly spatial in nature, and examining the geographical aspect is important in understanding the broad implications of the pandemic. The avalanche of mobile Big Data makes it possible to study the spatial effects of the crisis with spatiotemporal detail at the national and global scales. However, the current crisis also highlights serious limitations in the readiness to take the advantage of mobile Big Data for social good, both within and beyond the interests of health sector. We propose …


A Visual Typology Of Abandonment In Rural America: From End-Of-Life To Treading Water, Recycling, Renaissance, And Revival, Jason P. Holcomb, Paul Frederic, Stanley D. Brunn Mar 2020

A Visual Typology Of Abandonment In Rural America: From End-Of-Life To Treading Water, Recycling, Renaissance, And Revival, Jason P. Holcomb, Paul Frederic, Stanley D. Brunn

Geography Faculty Publications

The contemporary American rural landscape reflects a mix of ongoing economic changes in agricultural land use, population change, and built environments. The mix depends on past and recent change which represent landscapes of memory and silence to those experiencing economic and demographic renaissance. We develop a typology of five stages that reflect the contemporary rural scene and conduct field transects in Northwest Iowa and Central Maine. Features of the dynamics in rural America are evident in photographs of residences, land use changes, and commercial structure. The study calls for additional studies on rural settlement populations, economies, and society in different …


Global Pattern And Change Of Cropland Soil Organic Carbon During 1901-2010: Roles Of Climate, Atmospheric Chemistry, Land Use And Management, Wei Ren, Kamaljit Banger, Bo Tao, Jia Yang, Yawen Huang, Hanqin Tian Mar 2020

Global Pattern And Change Of Cropland Soil Organic Carbon During 1901-2010: Roles Of Climate, Atmospheric Chemistry, Land Use And Management, Wei Ren, Kamaljit Banger, Bo Tao, Jia Yang, Yawen Huang, Hanqin Tian

Plant and Soil Sciences Faculty Publications

Soil organic carbon (SOC) in croplands is a key property of soil quality for ensuring food security and agricultural sustainability, and also plays a central role in the global carbon (C) budget. When managed sustainably, soils may play a critical role in mitigating climate change by sequestering C and decreasing greenhouse gas emissions into the atmosphere. However, the magnitude and spatio-temporal patterns of global cropland SOC are far from well constrained due to high land surface heterogeneity, complicated mechanisms, and multiple influencing factors. Here, we use a process-based agroecosystem model (DLEM-Ag) in combination with diverse spatially-explicit gridded environmental data to …


Place And Digital Space, Suraj Chaudhary Jan 2020

Place And Digital Space, Suraj Chaudhary

Theses and Dissertations--Philosophy

The intersection of philosophies of space and technology is a fecund area of inquiry that has received surprisingly little attention in the philosophical literature. While the major accounts of space and place have not considered complexities introduced by recent technological developments, scholarship on the human-technology relationship has virtually ignored the spatial dimensions of this interaction. Place and Digital Space takes a step in addressing this gap in literature by offering an original, phenomenological account of place and using this framework to analyze digitally mediated spaces. I argue that places are continually evolving, internally heterogenous, and spatially distinct meaningful wholes with …


Attentional Social Media: Mapping The Spaces And Networks Of The Fashion Industry, Ate Poorthuis, Dominic Powers, Matthew Zook Jan 2020

Attentional Social Media: Mapping The Spaces And Networks Of The Fashion Industry, Ate Poorthuis, Dominic Powers, Matthew Zook

Geography Faculty Publications

In this article we use big data methods to analyze the attention paid to the fashion industry on social media. The article argues that for the fashion industry, like many industries, the core product is a form of knowledge that is dependent on gaining and holding people’s attention. To understand this attentional economy, social media offers a unique window because it is increasingly a central space within which fashion knowledge is created and shared. Using long-term, geotagged big data from Twitter, we analyze the hitherto difficult-to-explore spaces and places of the global fashion industry. The article suggests that the data …


Shiny Objects, Hiding Places: Examining Community-Engaged Data Practices In Lexington, Ky, Emily Barrett Jan 2020

Shiny Objects, Hiding Places: Examining Community-Engaged Data Practices In Lexington, Ky, Emily Barrett

Theses and Dissertations--Geography

As local governments increasingly turn to data-driven solutions to help address some of their most acute challenges, from entrenched poverty to affordable housing, they often call on community-engaged researchers as collaborators, analysts and experts. While critical scholarship has highlighted the problematic logics underpinning this turn to data and digital technologies as the solution for urban issues, university-community partnerships offer a unique opportunity to further explore not only how these discourses materialize, but also how they are being actively negotiated and re-imagined in spaces of local government.

In this thesis, I explore one such university-community partnership and its efforts to critically …


Risky Business: Visualizing And Historicizing The Role Of Geographic Representation And Thinking In American Business, John Swab Jan 2020

Risky Business: Visualizing And Historicizing The Role Of Geographic Representation And Thinking In American Business, John Swab

Theses and Dissertations--Geography

Geographic representation and thinking has a long history in the American business world. This thesis examines the role of geographic representation and thinking in the fire insurance industry in the late nineteenth and early twentieth centuries through the Sanborn Map Company and in the development of site selection as a concept in the mid-twentieth century through the biography of William Applebaum. Through these case studies, I explore the relevance applied cartographic representations to the business world and the opportunities it presents towards advancing geography as a discipline.


Cartographic Efficacy: Histories Of The Present, Participatory Futures, Amber J. Bosse Jan 2020

Cartographic Efficacy: Histories Of The Present, Participatory Futures, Amber J. Bosse

Theses and Dissertations--Geography

Throughout history, maps have held a particularly potent ability to inform and persuade their users. Recognizing the power maps and their modes of productions possess, participatory mapping has been celebrated for its capacity to empower systemically disenfranchised communities by way of establishing inclusive pathways for influencing collection and representation of spatial information. What has remained largely periphery to considerations of participatory mapping, however, has been discussions of map design. Decades of scholarship in both traditional and critical veins of cartography, however, argue that it’s the careful execution of design choices that grant the map its power. Without attention to design, …


Becoming Gentrifier/D: Aesthetics, Subjectivities, And Rhythms Of Gentrification In Seoul, South Korea, Myung In Ji Jan 2020

Becoming Gentrifier/D: Aesthetics, Subjectivities, And Rhythms Of Gentrification In Seoul, South Korea, Myung In Ji

Theses and Dissertations--Geography

Gentrification has been extensively studied beyond Euro-American societies. In particular, previous research of Seoul’s residential gentrification has broadened our understanding of the role of the developmental state and property speculation in urban clearance and renewal. However, little attention has been paid to the contemporary retail gentrification in Seoul that has different aesthetics, subjectivities, and rhythms compared to residential gentrification. In retail gentrification, old urban neighborhoods are no longer demolished but cherished with their nostalgic landscapes and atmospheres. In this context, this dissertation project explores Seochon, a gentrifying neighborhood in Seoul, that was designated as a cultural heritage site in 2010. …


Reserved For The Whole Earth: Forms Of Evidence, Ought Anxiety, And The Futures Of Geographic Inquiry, Eric M. Robsky Huntley Jan 2020

Reserved For The Whole Earth: Forms Of Evidence, Ought Anxiety, And The Futures Of Geographic Inquiry, Eric M. Robsky Huntley

Theses and Dissertations--Geography

This dissertation examines geographic forms of evidence in the practices of landscape architects and geographers. I analyze evidence not only as an epistemic phenomenon, but as an aesthetic one, as well. Convincing an audience that the world is (or should be) one way and not another requires that knowledges be stacked, extended, and stitched together in a manner admissable to an audience. In the first two chapters, I use the case of the landscape architect Ian McHarg to examine how his approach to integrating scientific knowledge---a aesthetic response to what I theorize as 'ought anxiety'---grew alongside the environmental bureaucracy in …


Street Musicians, Soundscapes And Hearing The State In Urban Public Spaces Of Istanbul, Lacin Tutalar Jan 2020

Street Musicians, Soundscapes And Hearing The State In Urban Public Spaces Of Istanbul, Lacin Tutalar

Theses and Dissertations--Geography

This study explores street musicians’ routines and associations with public space in Istanbul, Turkey between 2014 and 2016, a period which corresponds to a new, more conservative routine in the aftermath of a time of political contention in 2013. The study overall takes up a rhythmanalytical perspective, following the cultural geography’s interest based on Henri Lefebvre’s use of the term. I contribute to that interest by paying attention to changes in the composition of an urban public in Istanbul through a mix of institutional (e.g. bureaucratic, capitalist and religious) and corporeal (e.g. tourists, musicians, young people, audience, street maintenance, refugees, …


Assessing The Climate Water Balance Model’S Ability To Predict Soil Moisture Variability And Species Distribution Of A Forested Watershed In The Northern Cumberland Plateau, Katherine J. Love Jan 2020

Assessing The Climate Water Balance Model’S Ability To Predict Soil Moisture Variability And Species Distribution Of A Forested Watershed In The Northern Cumberland Plateau, Katherine J. Love

Theses and Dissertations--Forestry and Natural Resources

Spatial patterns of moisture and tree species have been studied using environmental gradients, often represented by terrain attributes in GIS. With climate change, GIS terrain variables, which are static as long as the elevation remains unchanged, will not reflect alterations in temperature, water cycle, and atmospheric conditions. In this thesis, the commonly used terrain variables and climate water balance variables were evaluated and compared for their ability to explain soil moisture and tree species distributions in a forested watershed in the Northern Cumberland Plateau. The results suggest that GIS terrain variables generally perform better than climate water balance variables, however, …


Estimating Free-Flow Speed With Lidar And Overhead Imagery, Armin Hadzic Jan 2020

Estimating Free-Flow Speed With Lidar And Overhead Imagery, Armin Hadzic

Theses and Dissertations--Computer Science

Understanding free-flow speed is fundamental to transportation engineering in order to improve traffic flow, control, and planning. The free-flow speed of a road segment is the average speed of automobiles unaffected by traffic congestion or delay. Collecting speed data across a state is both expensive and time consuming. Some approaches have been presented to estimate speed using geometric road features for certain types of roads in limited environments. However, estimating speed at state scale for varying landscapes, environments, and road qualities has been relegated to manual engineering and expensive sensor networks. This thesis proposes an automated approach for estimating free-flow …


Village-Temple Consciousness In Two Jaffna Tamil Villages In Post-War Sri Lanka, Pathmanesan Sanmugeswaran Jan 2020

Village-Temple Consciousness In Two Jaffna Tamil Villages In Post-War Sri Lanka, Pathmanesan Sanmugeswaran

Theses and Dissertations--Anthropology

This dissertation investigates how community rebuilding is occurring in a gravely damaged, post-conflict society. Specifically, it looks at how people in two villages in Tamil, Hindu, Jaffna, Sri Lanka, are using their ‘sense of place’ and ‘place-making practices’ or what I call here their ‘village-temple consciousness’ or village consciousness, to maintain and rebuild their communities after war to make them, once again, places in which they feel a comfortable sense of belonging. This is a comparative study because Inuvil and Naguleswaram were affected differently by the Sri Lankan civil war. That is, while Inuvil, was physically damaged and socially disrupted …


Affect And Manhattan’S West Side Piers, Ricardo J. Millhouse Dec 2019

Affect And Manhattan’S West Side Piers, Ricardo J. Millhouse

disClosure: A Journal of Social Theory

Derek P. McCormack (2010) argues, "Affect, is like an atmosphere: it might not be visible, but at any given point it might be sensed ... Emotion, in turn, can be understood as the sociocultural expression of this felt intensity" (643). This paper puts McCormack (2010) and Ben Anderson (2009) into conversation to think through the ways in which atmosphere in relation to affective and emotive life has been conceptualized. I center the affective atmospheres that happen with queer bodies that make New York's west side piers queerly affective. I use "queer bodies" to signal the dis-identification with heteronormativity or binaristic …


Street Affects: An Exercise On Why We Listen To But Don't Hear The Street Music, Laçin Tutalar Dec 2019

Street Affects: An Exercise On Why We Listen To But Don't Hear The Street Music, Laçin Tutalar

disClosure: A Journal of Social Theory

This paper argues that affective moments between street musicians and the audience in Istanbul, Turkey suggest a loose connection to open and highly affective practices of hearing. The street brings them together during the moments of performance. The performance twists the power of sound that the musician makes and draws that into visualization of the moment, which underlines a peculiar affective attachment on the audience's side. The city's, musician's, and the listening practices' significance in these moments are taken into account and narrated with examples from the fieldwork.


Geographic And Climatic Attributions Of Autumn Land Surface Phenology Spatial Patterns In The Temperate Deciduous Broadleaf Forest Of China, Weiguang Lang, Xiaoqiu Chen, Liang Liang, Shilong Ren, Siwei Qian Jun 2019

Geographic And Climatic Attributions Of Autumn Land Surface Phenology Spatial Patterns In The Temperate Deciduous Broadleaf Forest Of China, Weiguang Lang, Xiaoqiu Chen, Liang Liang, Shilong Ren, Siwei Qian

Geography Faculty Publications

Autumn vegetation phenology plays a critical role in identifying the end of the growing season and its response to climate change. Using the six vegetation indices retrieved from moderate resolution imaging spectroradiometer data, we extracted an end date of the growing season (EOS) in the temperate deciduous broadleaf forest (TDBF) area of China. Then, we validated EOS with the ground-observed leaf fall date (LF) of dominant tree species at 27 sites and selected the best vegetation index. Moreover, we analyzed the spatial pattern of EOS based on the best vegetation index and its dependency on geo-location indicators and seasonal temperature/precipitation. …