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Articles 9931 - 9960 of 21237
Full-Text Articles in Social and Behavioral Sciences
Efficient Revocable Id-Based Signature With Cloud Revocation Server, Xiaoying Jia, Debiao He, Sherali Zeadally, Li Li
Efficient Revocable Id-Based Signature With Cloud Revocation Server, Xiaoying Jia, Debiao He, Sherali Zeadally, Li Li
Information Science Faculty Publications
Over the last few years, identity-based cryptosystem (IBC) has attracted widespread attention because it avoids the high overheads associated with public key certificate management. However, an unsolved but critical issue about IBC is how to revoke a misbehaving user. There are some revocable identity-based encryption schemes that have been proposed recently, but little work on the revocation problem of identity-based signature has been undertaken so far. One approach for revocation in identity-based settings is to update users' private keys periodically, which is usually done by the key generation center (KGC). But with this approach, the load on the KGC will …
Inferring User Consumption Preferences From Social Media, Yang Li, Jing Jiang, Ting Liu
Inferring User Consumption Preferences From Social Media, Yang Li, Jing Jiang, Ting Liu
Research Collection School Of Computing and Information Systems
Social Media has already become a new arena of our lives and involved different aspects of our social presence. Users' personal information and activities on social media presumably reveal their personal interests, which offer great opportunities for many e-commerce applications. In this paper, we propose a principled latent variable model to infer user consumption preferences at the category level (e.g. inferring what categories of products a user would like to buy). Our model naturally links users' published content and following relations on microblogs with their consumption behaviors on e-commerce websites. Experimental results show our model outperforms the state-of-the-art methods significantly …
Project Plan - Mentoring, Abigail Lisjak, Patrick Gray, Timothy Leonard, Adam Foster
Project Plan - Mentoring, Abigail Lisjak, Patrick Gray, Timothy Leonard, Adam Foster
Sustainability and Connectivity
A presentation that includes the ideal goal for the project as well as how the project can relate to the other projects in the class.
The Impact Of National Health Insurance Policy To The Implementation Of Health Promotion Program On Public Health Center In Indonesia, Mochamad Iqbal Nurmansyah, Bulent Kilic
The Impact Of National Health Insurance Policy To The Implementation Of Health Promotion Program On Public Health Center In Indonesia, Mochamad Iqbal Nurmansyah, Bulent Kilic
Kesmas
Jaminan Kesehatan Nasional (JKN) telah diimplementasikan di Indonesia pada 1 Januari 2014. Hal tersebut membawa beberapa perubahan pada aspek manajerial pada pusat kesehatan masyarakat (puskesmas). Penelitian ini bertujuan untuk mengidentifikasi dampak dari kebijakan JKN terhadap implementasi program promosi kesehatan di puskesmas di Kota Tangerang Selatan, Indonesia. Penelitian menggunakan metode kualitatif. Data dikumpulkan pada Februari – Maret 2016. Dampak program dilihat dalam hal kebijakan, pendanaan, fasilitas, sumber daya manusia dan pelaksanaan program promosi kesehatan. Dengan menggunakan metode purposive sampling, enam pengambil kebijakan, delapan pemberi layanan dan delapan penerima layanan diambil sebagai informan dalam penelitian ini. Pada analisis dokumen, 17 dokumen telah …
Effect Of School Community Empowerment Model Towards Handwashing Implementation Among Elementary School Students In Dayeuhkolot Subdistrict, Tetti Solehati, Cecep Eli Kosasih, Sri Susilawati, Mamat Lukman, Sayu Putu Yuni Paryati
Effect Of School Community Empowerment Model Towards Handwashing Implementation Among Elementary School Students In Dayeuhkolot Subdistrict, Tetti Solehati, Cecep Eli Kosasih, Sri Susilawati, Mamat Lukman, Sayu Putu Yuni Paryati
Kesmas
Perilaku mencuci tangan dengan sabun di Indonesia masih menjadi masalah. Penyebabnya dikaitkan dengan kurangnya kesadaran dalam mencuci tangan pakai sabun. Penelitian ini bertujuan untuk mengetahui pengaruh pemberdayaan komunitas sekolah terhadap penerapan mencuci tangan di kalangan siswa sekolah dasar di Kecamatan Dayeuhkolot, Kabupaten Bandung. Penelitian ini menggunakan desain quasi eksperimental dengan pretest dan posttest serta melakukan analisis deskriptif dan inferensial. Sampel terdiri dari 24 guru, 377 siswa di kelas 4-6, dan 24 dokter kecil. Metode pendekatan dalam penelitian ini menggunakan usaha kesehatan sekolah terpadu (gabungan model fit for school dan UKS terpilih), yang terdiri dari enam tahap. Instrumen terdiri dari kuesioner …
Acceptance Of Medical Resume Completion At Dr. Radjiman Wediodiningrat Lawang Psychiatric Hospital, Silvia Shinta Devi, Aryo Dewanto, Lukman Hakim
Acceptance Of Medical Resume Completion At Dr. Radjiman Wediodiningrat Lawang Psychiatric Hospital, Silvia Shinta Devi, Aryo Dewanto, Lukman Hakim
Kesmas
Sistem kesehatan di Indonesia mengalami perubahan besar dengan diberlakukannya program Asuransi Kesehatan Nasional. Resume medis memiliki peran penting dalam klaim asuransi kesehatan, sehingga resume medis yang terlambat dan tidak lengkap akan mengganggu proses klaim asuransi. Penelitian ini bertujuan untuk mengetahui pengaruh persepsi kemudahan penggunaan, persepsi manfaat, dan sikap pada penerimaan dokter dalam menyelesaikan resume medis. di Dr Radjiman Wedyodiningrat Psychiatric Hospital Lawang berdasarkan Technology Acceptance Model. Technology Acceptance Model digunakan sebagai model dalam penelitian ini karena resume medis merupakan salah satu bentuk teknologi informasi yang masih dilakukan secara manual. Pengumpulan data untuk penelitian ini dilakukan pada bulan Maret 2016 dengan …
Risk Factors Of Carpal Tunnel Syndrome In Food-Packing Workers Karanganyar, Haris Setyawan
Risk Factors Of Carpal Tunnel Syndrome In Food-Packing Workers Karanganyar, Haris Setyawan
Kesmas
Carpal tunnel syndrome (CTS) terjadi ketika saraf median, yang membentang dari lengan bawah ke tangan, mengalami tekanan atau terpuntir di pergelangan tangan. Hasilnya mungkin sakit, kelemahan atau mati rasa di tangan dan pergelangan tangan, yang memancar ke lengan tangan. Penelitian ini bertujuan untuk mengkaji faktor risiko usia, jenis kelamin, masa kerja dan gerakan repetitif terhadap keluhan CTS pada pekerja pengepakan makanan di Karanganyar. Penelitian ini dilaksanakan pada bulan Oktober – Desember 2014 menggunakan desain observational analitik dengan penelitian potong lintang. Sampel terdiri dari 50 orang dari total 67 pekerja pengepak makanan di kawasan industri Jaten Karanganyar yang diambil dengan menggunakan …
Psychosocial Determinants Of Risky Sexual Behavior Among Senior High School Students In Merauke District, Fenny Etrawati, Evi Martha, Rita Damayanti
Psychosocial Determinants Of Risky Sexual Behavior Among Senior High School Students In Merauke District, Fenny Etrawati, Evi Martha, Rita Damayanti
Kesmas
Remaja usia 10-24 tahun merupakan kelompok yang rentan terhadap perilaku seksual pranikah, penyalahgunaan narkoba dan infeksi HIV/AIDS. Papua merupakan penyumbang angka HIV/AIDS terbesar di Indonesia. Untuk menanggulangi permasalahan tersebut Rutgers WPF membentuk suatu program intervensi kesehatan reproduksi remaja di tingkat sekolah menengah atas (SMA) yakni program Dunia Remajaku Seru! (DAKU!). Penelitian ini bertujuan untuk mengetahui determinan psikososial perilaku seksual berisiko pada siswa SMA di Kabupaten Merauke dengan menggunakan pendekatan potong lintang. Sampel berjumlah 1.364 siswa SMA kelas dua yang mendapatkan program DAKU!dan dilakukan proses pencocokan pada sekolah yang tidak mendapat program DAKU!. Analisis data meliputi analisis univariat, bivariat (uji kai …
Risk Factors Of Premature Rupture Of Membrane, Maryuni Maryuni, Dedeh Kurniasih
Risk Factors Of Premature Rupture Of Membrane, Maryuni Maryuni, Dedeh Kurniasih
Kesmas
Angka kematian ibu di Indonesia berdasarkan Survei Demografi dan Kesehatan Indonesia (SDKI) tahun 2012 sebanyak 359 per 100.000 kelahiran hidup. Penyebab kematian ibu tersebut masih didominasi oleh pendarahan, pre-eklampsia/eklampsia, dan infeksi. Salah satu penyebab infeksi adalah ketuban pecah dini (KPD). KPD dapat meningkatkan morbiditas dan mortalitas pada ibu dan anak. Insiden kejadian KPD sekitar 10,7% dari seluruh persalinan. Penelitian ini bertujuan untuk mengetahui faktor risiko kejadian KPD di Rumah Sakit Ibu dan Anak (RSIA) ANNISA Citeureup, Kabupaten Bogor tahun 2014. Penelitian ini merupakan penelitian analitik dengan rancangan penelitian kasus kontrol. Sampel terdiri dari 114 orang kasus ibu yang mengalami KPD …
Nurses’ Intention And Behavior In Reporting Adverse Event: Application Of Theory Of Planned Behavior, Ni Putu Ekayani, Viera Wardhani, Asih Tri Rachmi
Nurses’ Intention And Behavior In Reporting Adverse Event: Application Of Theory Of Planned Behavior, Ni Putu Ekayani, Viera Wardhani, Asih Tri Rachmi
Kesmas
Data menunjukkan bahwa secara global jumlah pelaporan insiden keselamatan pasien masih rendah, begitu juga di Rumah Sakit Baptis Batu, Jawa Timur. Penelitian ini bertujuan untuk mengetahui pengaruh antara sikap, norma subjektif, dan perceived behavioral control (PBC) terhadap niat dan untuk menentukan hubungan antara PBC dan niat terhadap perilaku perawat dalam melaporkan kejadian tidak diharapkan (KTD). Penelitian ini menggunakan pendekatan potong lintang dan dilakukan di Rumah Sakit Baptis Batu pada tanggal 16-31 Maret 2016. Pengambilan data dilakukan dengan menggunakan kuesioner yang dibagikan kepada 82 (dari 85) perawat yang bekerja di Rumah Sakit Baptis Batu. Data dianalisis menggunakan regresi linier berganda dan …
Evaluation Of Momentum Male Sterilization Service Effectiveness As An Attempt To Reach Muri Record, Endah Winarni, Muhammad Dawam
Evaluation Of Momentum Male Sterilization Service Effectiveness As An Attempt To Reach Muri Record, Endah Winarni, Muhammad Dawam
Kesmas
Pencapaian Program KB di Sumatera Utara kurang menggembirakan. Total Fertility Rate Sumatera Utara (3,0) lebih tinggi dibandingkan nasional (2,6); dan prevalensi kontrasepsi (55,9 %) lebih rendah dibandingkan nasional (61,9%). Sebagai salah satu strategi peningkatan kesertaan KB, pelayanan momentum sterilisasi pria dikhawatirkan tidak memenuhi standar pelayanan karena dikaitkan dengan rekor MURI. Evaluasi ini bertujuan untuk menjelaskan kualitas pelaksanaan pelayanan dan kepuasan akseptor sterilisasi pria. Evaluasi bersifat kualitatif dan kuantitatif dilakukan secara potong lintang terhadap petugas KB, calon akseptor dan akseptor yang mendapat tindakan sterilisasi pada pelayanan momentum di 13 fasilitas kesehatan di Kota Medan, Sumatera Utara pada 23-24 Oktober 2012. Data …
Science And Pseudoscience Cmb 265g, Michael Cerbo
Science And Pseudoscience Cmb 265g, Michael Cerbo
Library Impact Statements
No abstract provided.
Proceedings (Abstracts) From The 2nd Annual Student Research Symposium “Meeting Of The Minds” And The 27th Annual Csusb Student Research Competition
OSRI Journal of Student Research and Innovation
No abstract provided.
Death And Destruction: Insight Into The Rhino Poaching Epidemic In South Africa, Richard Wayne Charlton
Death And Destruction: Insight Into The Rhino Poaching Epidemic In South Africa, Richard Wayne Charlton
Theses and Dissertations
The poaching of wildlife has been a concern to many involved in the protection of wildlife. Poaching is found throughout the world and has been around for thousands of years. In the past century, poaching has reached new heights and the concern of an extinction of a species has bought the topic of poaching to new light. Whilst poaching has been seen as a biological or conservation topic in the past, criminologists around the world have now started to delve into the topic. The poaching of wildlife and more so in recent years, rhino poaching, has been a concern in …
Data Science Program, Amanda Izenstark
Data Science Program, Amanda Izenstark
Library Impact Statements
No abstract provided.
Cultivating An Alternative Paradigm In Urban Areas To Achieve Greater Food Certainty In The United States, Owen Beatty
Cultivating An Alternative Paradigm In Urban Areas To Achieve Greater Food Certainty In The United States, Owen Beatty
Honors Theses – Charlotte Campus
The purpose of this study is to analyze food insecurity in the United States and propose a potential solution by means of increased localized agriculture and urbanized initiatives as new paradigms of relief. The word paradigms in this thesis is used to describe the examples of innovative alternatives to contemporary systems. A wide variety of research was gathered that examines the current U.S. food system and government nutrition assistance programs. The United States Department of Agriculture measures poverty by assessing a family’s cash income with a comparison to their needs. One such need is the cost of food, in which …
Collective Litigation Of Environmental Rights In Colombia: An Empirical Study, Ángela María Páez-Murcia, Everaldo Lamprea-Montealegre, Catalina Vallejo-Piedrahita
Collective Litigation Of Environmental Rights In Colombia: An Empirical Study, Ángela María Páez-Murcia, Everaldo Lamprea-Montealegre, Catalina Vallejo-Piedrahita
Public Administration Faculty Research
This paper presents the results of an empirical study that systematized environmental judicial opinions handed down by Colombia’s highest administrative Court —Consejo de Estado— over a 17-year period (1998-2015). Thanks to a research grant, the authors and a team of coders systematized, using state-of-the art content analysis methodologies, more than 250 opinions handed down by Colombia’s highest administrative Court. The results presented in this paper show the most important trends of collective environmental litigation in Colombia: types of plaintiffs and defendants; type of environmental resources involved in the case; plaintiffs’ success rates; most litigious regions and cities; overall effects of …
Wildfire In Utah: The Physical And Economic Consequences Of Wildfire, Paul Mark Jakus, Man-Keun Kim, Randy S. Martin, Ian Hammond, Edd Hammill, Nancy O. Mesner, Jacob Stout
Wildfire In Utah: The Physical And Economic Consequences Of Wildfire, Paul Mark Jakus, Man-Keun Kim, Randy S. Martin, Ian Hammond, Edd Hammill, Nancy O. Mesner, Jacob Stout
Watershed Sciences Faculty Publications
PRELUDE
On June 26, 2012 a lightning strike ignited a wildfire in the Manti-La Sal National Forest of central Utah’s Carbon and Emery counties (Figure P.1). By the time the Seeley wildfire was contained three weeks later, some 48,000 acres of federal, state, and private land had been burned and $8.7 million in suppression costs expended (Styler 2012). According to the Monitoring Trends in Burn Severity (MTBS.gov) project, nearly one-third of the acreage was severely burned, damaging vegetation and soils for years to come. Severe burns vastly increase the erosion potential of burnt landscapes, and the steep lands of Huntington …
Murray Energy Corporation V. Mccarthy, Sarah M. Danno
Murray Energy Corporation V. Mccarthy, Sarah M. Danno
Public Land & Resources Law Review
Holding that the widespread effects of environmental regulation on the coal industry constituted sufficient importance, the Northern District of West Virginia ordered the Environmental Protection Agency to conduct analysis on employment loss and plant reduction resulting from regulatory effects. In admonishing the EPA’s inaction, the court ruled that the Agency had a non-discretionary duty to evaluate employment and plant reduction. Furthermore, the court held that the EPA’s attempt to put forth general reports in place of required evaluations was an invalid attempt to circumvent its statutory duty.
Utilizing Social Network Analysis To Study Communities Of Women In Conflict Zones, James R. Gatewood, Candice R. Price
Utilizing Social Network Analysis To Study Communities Of Women In Conflict Zones, James R. Gatewood, Candice R. Price
Journal of Humanistic Mathematics
This article proposes to study the plight of women in conflict zones through the lens of social network analysis. We endorse the novel idea of building a social network within troubled regions to assist in understanding the structure of women's communities and identifying key individuals and groups that will help rebuild and empower the lives of women. Our main argument is that we can better understand the complexity of a society with quantitative measures using a network analysis approach. Given the foundation of this paper, one can develop a model that will represent the connections between women in these communities. …
Modeling Adoption Dynamics In Social Networks, Minh Duc Luu
Modeling Adoption Dynamics In Social Networks, Minh Duc Luu
Dissertations and Theses Collection
This dissertation studies the modeling of user-item adoption dynamics where an item can be an innovation, a piece of contagious information or a product. By “adoption dynamics” we refer to the process of users making decision choices to adopt items based on a variety of user and item factors. In the context of social networks, “adoption dynamics” is closely related to “item diffusion”. When a user in a social network adopts an item, she may influence her network neighbors to adopt the item. Those neighbors of her who adopt the item then continue to trigger more adoptions. As this progress …
Bike Route Choice Modeling Using Gps Data Without Choice Sets Of Paths, Maëlle Zimmermann, Tien Mai, Emma Frejinger
Bike Route Choice Modeling Using Gps Data Without Choice Sets Of Paths, Maëlle Zimmermann, Tien Mai, Emma Frejinger
Research Collection School Of Computing and Information Systems
Concerned by the nuisances of motorized travel on urban life, policy makers are faced with the challenge of making cycling a more attractive alternative for everyday transportation. Route choice models can help achieve this objective by gaining insights into the trade-offs cyclists make when choosing their routes and by allowing the effect of infrastructure improvements to be analyzed. We estimate a link-based bike route choice model from a sample of GPS observations in the city of Eugene on a network comprising over 40,000 links. The so-called recursive logit (RL) model (Fosgerau et al., 2013) does not require to sample any …
Housing The Homeless: A Framework For Sustainable, Affordable Housing, Brianna Providence
Housing The Homeless: A Framework For Sustainable, Affordable Housing, Brianna Providence
Student Theses 2015-Present
New York City’s building stock is comprised of nearly one million structures. Buildings are responsible for unconscionable amounts of global energy, water, resources, and greenhouse gas (GHG) emissions. Thousands of buildings are annually constructed when the truth is that there is a significant stock of buildings that could stand to be rehabilitated. New green developments present an opportunity to increase efficiency while reducing energy use, resource consumption, and waste. If virgin new green developments provide the aforementioned opportunities, then it logically follows that sustainably retrofitting preexisting buildings represents an even greater opportunity to promote environmental sustainability and reduce inefficiencies. As …
Plans And Living Practices For The Green Campus Of Portland State University, Yoon Jung Choi, Minjung Oh, Jihye Kang, Loren Lutzenhiser
Plans And Living Practices For The Green Campus Of Portland State University, Yoon Jung Choi, Minjung Oh, Jihye Kang, Loren Lutzenhiser
Urban Studies and Planning Faculty Publications and Presentations
This study aims to comprehend Portland State University (PSU)’s green campus strategies, and students’ level of knowledge and living practices relating to green campus. PSU’s sustainable campus plan has been nationally and internationally recognized. A literature review, field investigation, and interviews were conducted to ascertain the PSU green campus strategies. This study also used a survey to understand students’ level of knowledge and practices. The survey results were analyzed by SPSS. Green campus projects at PSU were operated by official organizations and funded according to PSU’s long term plans in 12 multilateral categories: administration, energy, water, climate action, green buildings, …
Collective Multiagent Sequential Decision Making Under Uncertainty, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau
Collective Multiagent Sequential Decision Making Under Uncertainty, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau
Research Collection School Of Computing and Information Systems
Multiagent sequential decision making has seen rapid progress with formal models such as decentralized MDPs and POMDPs. However, scalability to large multiagent systems and applicability to real world problems remain limited. To address these challenges, we study multiagent planning problems where the collective behavior of a population of agents affects the joint-reward and environment dynamics. Our work exploits recent advances in graphical models for modeling and inference with a population of individuals such as collective graphical models and the notion of finite partial exchangeability in lifted inference. We develop a collective decentralized MDP model where policies can be computed based …
Discovering Burst Patterns Of Burst Topic In Twitter, Guozhong Dong, Wu Yang, Feida Zhu, Wei Wang
Discovering Burst Patterns Of Burst Topic In Twitter, Guozhong Dong, Wu Yang, Feida Zhu, Wei Wang
Research Collection School Of Computing and Information Systems
Twitter has become one of largest social networks for users to broadcast burst topics. There have been many studies on how to detect burst topics. However, mining burst patterns in burst topics has not been solved by the existing works. In this paper, we investigate the problem of mining burst patterns of burst topic in Twitter. A burst topic user graph model is proposed, which can represent the topology structure of burst topic propagation across a large number of Twitter users. Based on the model, hierarchical clustering is applied to cluster burst topics and reveal burst patterns from the macro …
Dynamic Repositioning To Reduce Lost Demand In Bike Sharing Systems, Supriyo Ghosh, Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet
Dynamic Repositioning To Reduce Lost Demand In Bike Sharing Systems, Supriyo Ghosh, Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet
Research Collection School Of Computing and Information Systems
Bike Sharing Systems (BSSs) are widely adopted in major cities of the world due to concerns associated with extensive private vehicle usage, namely, increased carbon emissions, traffic congestion and usage of nonrenewable resources. In a BSS, base stations are strategically placed throughout a city and each station is stocked with a pre-determined number of bikes at the beginning of the day. Customers hire the bikes from one station and return them at another station. Due to unpredictable movements of customers hiring bikes, there is either congestion (more than required) or starvation (fewer than required) of bikes at base stations. Existing …
Harnessing Twitter To Support Serendipitous Learning Of Developers, Abhabhisheksh Sharma, Yuan Tian, Agus Sulistya, David Lo, Aiko Yamashita
Harnessing Twitter To Support Serendipitous Learning Of Developers, Abhabhisheksh Sharma, Yuan Tian, Agus Sulistya, David Lo, Aiko Yamashita
Research Collection School Of Computing and Information Systems
Developers often rely on various online resources, such as blogs, to keep themselves up-to-date with the fast pace at which software technologies are evolving. Singer et al. found that developers tend to use channels such as Twitter to keep themselves updated and support learning, often in an undirected or serendipitous way, coming across things that they may not apply presently, but which should be helpful in supporting their developer activities in future. However, identifying relevant and useful articles among the millions of pieces of information shared on Twitter is a non-trivial task. In this work to support serendipitous discovery of …
Land Change History Of Oil Palm Plantations In Northern Bengkulu Province, Sumatra Island, Reconstructed From Landsat Satellite Archives, Atsushi Tomita
Land Change History Of Oil Palm Plantations In Northern Bengkulu Province, Sumatra Island, Reconstructed From Landsat Satellite Archives, Atsushi Tomita
Dissertations, Theses, and Capstone Projects
The aim of this study is to reconstruct the history of land conversion to oil palm plantation in tropical Asia using multi-temporal satellite data. A new method was constructed with a newly developed computer model, Land Change Detection and Land Definition Model (LC/LD Model) to map out spatio-temporal distribution of land changes. A comprehensive, cloud-free Landsat dataset was created from all the available Landsat data from 1988 to 2015. The pixel-based dataset was converted into a polygon-based dataset by applying the multi-temporal image segmentation method. The representation of the spectral information was also reduced to a single index of IB45, …
Impact Of Urbanization On Temperature Variation In Big Cities: Measuring Health Risk While Targeting Vulnerable Population, Maryam E. Karimi
Impact Of Urbanization On Temperature Variation In Big Cities: Measuring Health Risk While Targeting Vulnerable Population, Maryam E. Karimi
Dissertations, Theses, and Capstone Projects
Densely populated cities are experiencing Urban Heat Island (UHI) effects and localized hotspots. Cities, such as New York can form heat islands all year round. This is primarily due to land surface modifications, radiative trapping in urban canyons and lack of cooling through evapotranspiration caused by displaced trees and vegetation. UHI refers to an increase in air and surface temperature in cities compared to surrounding suburban and rural areas. Large scale environmental forcing can cause subdivisions of UHI throughout a city. The combined of environmental forcing effects lead to the formation of hot pockets within the cities at micro-scale. The …