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Articles 63001 - 63030 of 63838
Full-Text Articles in Entire DC Network
Improving Libraries Visibility And Web Presence Using Bluecloud: A Practical Approach, Iram Zehra Mirza, Hakim Rashid Maqbool
Improving Libraries Visibility And Web Presence Using Bluecloud: A Practical Approach, Iram Zehra Mirza, Hakim Rashid Maqbool
Library Philosophy and Practice (e-journal)
Libraries everywhere are excited about the possibilities created by open web accessibility, accomplished through BLUEcloud Visibility. With this leap understandably come expectations about what libraries will see from this momentous change. The goal of this research work is to bring forth a visibility solution which offers catalogue discoverability easy through the use of linked data. Observed facts reveal the transition from MARC to BIBFRAME, their implementation, precedence set for libraries from their adoption, outcomes and difference linked data is making in libraries open web visibility.
An Assessment Of Preservation Activities In School Libraries, Okonkwo Ebubechukwu, Evangeline Nwankwo Mrs, Adeyemi Emmanuel Tosin
An Assessment Of Preservation Activities In School Libraries, Okonkwo Ebubechukwu, Evangeline Nwankwo Mrs, Adeyemi Emmanuel Tosin
Library Philosophy and Practice (e-journal)
The necessity of preservation activities in libraries cannot be over emphasized. Without preservation, no informative, educative, and historical materials of yester years cannot be made available for today’s development. Libraries will not be in existence, serving their clientele, if their collections are not preserved. This research tries to evaluate the strength and weakness of preservation activities in school libraries, using Federal Government Academy, suleja as a case study. The investigation shows factors that cause deterioration of materials in school libraries, and it also tries to proffer solution via recommendation; and how the effects of these agents can be brought to …
Ranking Of Indian Corporate Medical Institutions And Their Performance, Manoj Mishra "Dr.", Susama Nanda, Dola Babu Ramesh
Ranking Of Indian Corporate Medical Institutions And Their Performance, Manoj Mishra "Dr.", Susama Nanda, Dola Babu Ramesh
Library Philosophy and Practice (e-journal)
The performance index (P-index) is an interesting parameter to calculate the individual strength among the teaching hospitals. There is the determination of the Indian corporate Medical Institutions to establish themselves in both academic, patient care and research field. Healthcare, teaching and research are basic components of research activities in healthcare sector. This study highlights the research growth, comparative growth, collaboration of researchers and ranking of the teaching hospitals according to P-index.
Survey Status Of Providing Virtual Reference Services In Academic Libraries Of Tehran Universities Of Medical Sciences, Faridokht Salahshoori, Seyed Javad Ghazi Mirsaeed, Somayeh Ghaffari Heshajin
Survey Status Of Providing Virtual Reference Services In Academic Libraries Of Tehran Universities Of Medical Sciences, Faridokht Salahshoori, Seyed Javad Ghazi Mirsaeed, Somayeh Ghaffari Heshajin
Library Philosophy and Practice (e-journal)
Abstract
Aim and background: Advent internet and related technologies have changed the way academic libraries provide reference services. One of the new ways providing services is virtual reference services. This study is conducted with the aim of determining the current status of providing virtual references services in college libraries of five medical science universities of Tehran.
Materials and methods: this is an applied research, which was carried out through a survey descriptive. Data was gathered using a researcher- developed questionnaire that was answered by 31 library managers of five medical science universities of Tehran. We used SPSS software version 16 …
A Comparative Study On The Marketing Status Of Library Services In Iran: A Case Study, Ali Biranvand, Saeed Ghaffari
A Comparative Study On The Marketing Status Of Library Services In Iran: A Case Study, Ali Biranvand, Saeed Ghaffari
Library Philosophy and Practice (e-journal)
Purpose: The purpose of this research was to conduct a comparative study on the marketing status of library services of libraries in Qom Payame Noor University (PNU) and Qom University (QU) based on the 7P model in 2018.
Methodology: This research is an applied, a cross-sectional and comparative study. The population of this research includes 77 senior students studying “library science” in QU and Qom PNU. The data collection instrument was a researcher-made questionnaire which was designed based on the capabilities of the studied libraries and its validity was confirmed by five professors and experts. Reliability of the questionnaire was …
Information Technology And The Future Of Librarianship, Emmanuel Omeiza Momoh
Information Technology And The Future Of Librarianship, Emmanuel Omeiza Momoh
Library Philosophy and Practice (e-journal)
There is a growing concern by scholars in the field of library and Information science on the way technology is gradually taking over certain jobs performed by librarians and Information professionals. This may be the reason why many of the scholars have submitted that the discipline of librarianship may cease to exist in a couple of years if nothing is done to solve the problem.
In the light of this, this article seeks to identify ways in which technology has taken over certain aspects of the field of librarianship with the aim of proffering solutions and identifying other means in …
The Status Of School Libraries In Migori County, Kenya, Cary Francis Ouma, Joel Nakitare
The Status Of School Libraries In Migori County, Kenya, Cary Francis Ouma, Joel Nakitare
Library Philosophy and Practice (e-journal)
Whereas there is a general appreciation of libraries' role in educational performance and literacy development among learners, the status of school libraries still needs to improve. The struggle to secure a workable school library policy in Kenya is far from won. This study investigated the status of school libraries in Migori County by analyzing available resources and giving a framework for their development. Data was collected using questionnaires and Interviews in schools drawn from all the eight sub-counties in the county. The data was analyzed thematically based on parameters that define successful school libraries to arrive at study conclusions. They …
Debut Online Library Registration At The Federal University Of Agriculture, Abeokuta, Nigeria, Patrons’ Opinions Survey And The Good News, Olufunmilayo I. Fati
Debut Online Library Registration At The Federal University Of Agriculture, Abeokuta, Nigeria, Patrons’ Opinions Survey And The Good News, Olufunmilayo I. Fati
Library Philosophy and Practice (e-journal)
Introducing a self-service online library registration to a higher educational institution presents an opportunity for technology adoption evaluation, which may be useful to other institutions. This paper presents the experience of the deployment of online library registration built on koha library management software (KLMS), to ‘Nimbe Adedipe Library, Federal University of Agriculture Abeokuta, Nigeria. The system was built on Koha Circulation module and before it was commissioned, it was presented to three categories of prospective users for observations. Firstly, to the members of library’s automation department’s staff, then to the library management which also includes the Readers’ Services Librarian, and …
Healthy Lifestyles And Job Performance Of Academics: A Theoretical Perspectives, Idayat Odunola Agboola Mrs, Chinyere Nkechi Ikonne Dr
Healthy Lifestyles And Job Performance Of Academics: A Theoretical Perspectives, Idayat Odunola Agboola Mrs, Chinyere Nkechi Ikonne Dr
Library Philosophy and Practice (e-journal)
The health related lifestyle behavior has been neglected in Nigerian Universities and as such causing deaths among the lecturers. Living a healthy lifestyle could reduce heart diseases, blood pressure and diabetes. The study adopted survey method. The population of the study was 5,310 lecturers across the six Federal Universities in South West, Nigeria. From the population, 372 were sampled. Structured questionnaire were used to collect data. From the 372 copies of questionnaire distributed; 278 were returned which gave 75% response rate. Data were analyzed using percentages, mean, standard deviation as well as relationship. Findings revealed that all information gathered on …
Indian Research Output In Immunology And Microbiology 2012-2016: A Scientometric Study, Jyoti Rana Ph.D. Scholar, Rakesh Kumar Bhatt Associate Professor
Indian Research Output In Immunology And Microbiology 2012-2016: A Scientometric Study, Jyoti Rana Ph.D. Scholar, Rakesh Kumar Bhatt Associate Professor
Library Philosophy and Practice (e-journal)
Background: The study examines India’s research productivity in immunology and microbiology during 2012-2016, depending on various parameters, including India’s annual average research growth rate, institutional output profile of institutions and profiles of some of the most productive authors.
Aim: The focus of this study is to analyze performance of India’s research output in immunology and microbiology, the quality and productivity of major institutions participating in research in microbiology and immunology and the productivity and quality of leading authors in research in immunology and microbiology.
Methods: The study in the area of immunology and microbiology using 5 years publications data from …
Collaborative Fall Detection Using Smartphone And Kinect, Xue Li, Lanshun Nie, Hanchuan Xu, Xianzhi Wang
Collaborative Fall Detection Using Smartphone And Kinect, Xue Li, Lanshun Nie, Hanchuan Xu, Xianzhi Wang
Research Collection School Of Computing and Information Systems
Humanfall detection has attracted broad attentions as sensors and mobile devices are increasingly adopted in real-life scenarios such as smart homes. The complexity of activities in home environments pose severe challenges to the fall detection research with respect to the detection accuracy. We propose a collaborative detection platform that combines two subsystems: a threshold-based fall detection subsystem using mobile phones and a support vector machine (SVM)-based fall detection subsystem using Kinects. Both subsystems have their respective confidence models and the platform detects falls by fusing the data of both subsystems using two methods: the logical rules-based and D-S evidence fusion …
Simulation-Based Security Of Function-Hiding Inner Product Encryption, Qingsong Zhao, Qingkai Zeng, Ximeng Liu, Huanliang Xu
Simulation-Based Security Of Function-Hiding Inner Product Encryption, Qingsong Zhao, Qingkai Zeng, Ximeng Liu, Huanliang Xu
Research Collection School Of Computing and Information Systems
Functional encryption (FE) [1,2] is a modern type of encryption scheme that extends several previous notions and allows tremendous flexibility in controlling and computing on encrypted data. FE enables an authority to derive constrained decryption keys that are used by a user to obtain specific functions of encrypted messages. Informally, the authority generates a secret key skf for a function f from a master secret key. Then, the user can only learn f(x) from a ciphertext Enc(x) with skf and reveal nothing else about x.
Detecting Fake News In Social Media Networks, Monther Aldwairi, Ali Alwahedi
Detecting Fake News In Social Media Networks, Monther Aldwairi, Ali Alwahedi
All Works
© 2018 The Authors. Published by Elsevier Ltd. Fake news and hoaxes have been there since before the advent of the Internet. The widely accepted definition of Internet fake news is: fictitious articles deliberately fabricated to deceive readers'. Social media and news outlets publish fake news to increase readership or as part of psychological warfare. Ingeneral, the goal is profiting through clickbaits. Clickbaits lure users and entice curiosity with flashy headlines or designs to click links to increase advertisements revenues. This exposition analyzes the prevalence of fake news in light of the advances in communication made possible by the emergence …
A Generalized Deep Learning-Based Diagnostic System For Early Diagnosis Of Various Types Of Pulmonary Nodules, Ahmed Shaffie, Ahmed Soliman, Luay Fraiwan, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Victor Van Berkel, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
A Generalized Deep Learning-Based Diagnostic System For Early Diagnosis Of Various Types Of Pulmonary Nodules, Ahmed Shaffie, Ahmed Soliman, Luay Fraiwan, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Victor Van Berkel, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
All Works
© The Author(s) 2018. A novel framework for the classification of lung nodules using computed tomography scans is proposed in this article. To get an accurate diagnosis of the detected lung nodules, the proposed framework integrates the following 2 groups of features: (1) appearance features modeled using the higher order Markov Gibbs random field model that has the ability to describe the spatial inhomogeneities inside the lung nodule and (2) geometric features that describe the shape geometry of the lung nodules. The novelty of this article is to accurately model the appearance of the detected lung nodules using a new …
Dictionary Learning With Structured Noise, Pan Zhou, Cong Fang, Zhouchen Lin, Chao Zhang, Y. Edward Chang
Dictionary Learning With Structured Noise, Pan Zhou, Cong Fang, Zhouchen Lin, Chao Zhang, Y. Edward Chang
Research Collection School Of Computing and Information Systems
Recently, lots of dictionary learning methods have been proposed and successfully applied. However, many of them assume that the noise in data is drawn from Gaussian or Laplacian distribution and therefore they typically adopt the 2 or 1 norm to characterize these two kinds of noise, respectively. Since this assumption is inconsistent with the real cases, the performance of these methods is limited. In this paper, we propose a novel dictionary learning with structured noise (DLSN) method for handling noisy data. We decompose the original data into three parts: clean data, structured noise, and Gaussian noise, and then characterize them …
Secure Smart Metering Based On Lora Technology, Yao Cheng, Hendra Saputra, Leng Meng Goh, Yongdong Wu
Secure Smart Metering Based On Lora Technology, Yao Cheng, Hendra Saputra, Leng Meng Goh, Yongdong Wu
Research Collection School Of Computing and Information Systems
Smart metering allows Substation Automation System (SAS) to remotely and timely read smart meters. Despite its advantages, smart metering brings some challenges. a) It introduces cyber attack risks to the metering system, which may lead to user privacy leakage or even the compromise of smart metering systems. b) Although the majority of meters are located within a regional power supply area, some hard-to-reach nodes are geographically far from the clustered area, which account for a big portion of the entire smart metering operation cost. Facing the above challenges, we propose a secure smart metering infrastructure based on LoRa technology which …
Securing Display Path For Security-Sensitive Applications On Mobile Devices, Jinhua Cui, Yuanyuan Zhang, Zhiping Cai, Anfeng Liu, Yangyang Li
Securing Display Path For Security-Sensitive Applications On Mobile Devices, Jinhua Cui, Yuanyuan Zhang, Zhiping Cai, Anfeng Liu, Yangyang Li
Research Collection School Of Computing and Information Systems
While smart devices based on ARM processor bring us a lot of convenience, they also become an attractive target of cyber-attacks. The threat is exaggerated as commodity OSes usually have a large code base and suffer from various software vulnerabilities. Nowadays, adversaries prefer to steal sensitive data by leaking the content of display output by a security-sensitive application. A promising solution is to exploit the hardware visualization extensions provided by modern ARM processors to construct a secure display path between the applications and the display device. In this work, we present a scheme named SecDisplay for trusted display service, it …
Efficient And Privacy-Preserving Outsourced Calculation Of Rational Numbers, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng, Rongxing Lu, Jian Weng
Efficient And Privacy-Preserving Outsourced Calculation Of Rational Numbers, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng, Rongxing Lu, Jian Weng
Research Collection School Of Computing and Information Systems
In this paper, we propose a framework for efficient and privacy-preserving outsourced calculation of rational numbers, which we refer to as POCR. Using POCR, a user can securely outsource the storing and processing of rational numbers to a cloud server without compromising the security of the (original) data and the computed results. We present the system architecture of POCR and the associated toolkits required in the privacy preserving calculation of integers and rational numbers to ensure that commonly used outsourced operations can be handled on-the-fly. We then prove that the proposed POCR achieves the goal of secure integer and rational …
Hybrid Privacy-Preserving Clinical Decision Support System In Fog-Cloud Computing, Ximeng Liu, Robert H. Deng, Yang Yang, Ngoc Hieu Tran, Shangping Zhong
Hybrid Privacy-Preserving Clinical Decision Support System In Fog-Cloud Computing, Ximeng Liu, Robert H. Deng, Yang Yang, Ngoc Hieu Tran, Shangping Zhong
Research Collection School Of Computing and Information Systems
In this paper, we propose a framework for hybrid privacy-preserving clinical decision support system in fog cloud computing, called HPCS. In HPCS, a fog server uses a lightweight data mining method to securely monitor patients' health condition in real-time. The newly detected abnormal symptoms can be further sent to the cloud server for high-accuracy prediction in a privacy-preserving way. Specifically, for the fog servers, we design a new secure outsourced inner-product protocol for achieving secure lightweight single-layer neural network. Also, a privacy-preserving piecewise polynomial calculation protocol allows cloud server to securely perform any activation functions in multiple-layer neural network. Moreover, …
Smartwatch-Based Early Gesture Detection & Trajectory Tracking For Interactive Gesture-Driven Applications, Tran Huy Vu, Archan Misra, Quentin Roy, Kenny Tsu Wei Choo, Youngki Lee
Smartwatch-Based Early Gesture Detection & Trajectory Tracking For Interactive Gesture-Driven Applications, Tran Huy Vu, Archan Misra, Quentin Roy, Kenny Tsu Wei Choo, Youngki Lee
Research Collection School Of Computing and Information Systems
The paper explores the possibility of using wrist-worn devices (specifically, a smartwatch) to accurately track the hand movement and gestures for a new class of immersive, interactive gesture-driven applications. These interactive applications need two special features: (a) the ability to identify gestures from a continuous stream of sensor data early–i.e., even before the gesture is complete, and (b) the ability to precisely track the hand’s trajectory, even though the underlying inertial sensor data is noisy. We develop a new approach that tackles these requirements by first building a HMM-based gesture recognition framework that does not need an explicit segmentation step, …
Integrated Reward Scheme And Surge Pricing In A Ride Sourcing Market, Hai Yang, Chaoyi Shao, Hai Wang, Jieping Ye
Integrated Reward Scheme And Surge Pricing In A Ride Sourcing Market, Hai Yang, Chaoyi Shao, Hai Wang, Jieping Ye
Research Collection School Of Computing and Information Systems
Surge pricing is commonly used in on-demand ride-sourcing platforms (e.g., Uber, Lyft and Didi) to dynamically balance demand and supply. However, since the price for ride service cannot be unlimited, there is usually a reasonable or legitimate range of prices in practice. Such a constrained surge pricing strategy fails to balance demand and supply in certain cases, e.g., even adopting the maximum allowed price cannot reduce the demand to an affordable level during peak hours. In addition, the practice of surge pricing is controversial and has stimulated long debate regarding its pros and cons. In this paper, to address the …
User-Friendly Deniable Storage For Mobile Devices, Bing Chang, Yao Cheng, Bo Chen, Fengwei Zhang, Wen-Tao Zhu, Yingjiu Li, Zhan. Wang
User-Friendly Deniable Storage For Mobile Devices, Bing Chang, Yao Cheng, Bo Chen, Fengwei Zhang, Wen-Tao Zhu, Yingjiu Li, Zhan. Wang
Research Collection School Of Computing and Information Systems
Mobile devices are prevalently used to process sensitive data, but traditional encryption may not work when an adversary is able to coerce the device owners to disclose the encryption keys. Plausibly Deniable Encryption (PDE) is thus designed to protect sensitive data against this powerful adversary. In this paper, we present MobiPluto, a user-friendly PDE scheme for denying the existence of sensitive data stored on mobile devices. A salient difference between MobiPluto and the existing PDE systems is that any block-based file systems can be deployed on top of it. To further improve usability and deniability of MobiPluto, we introduce a …
Real-World Large-Scale Iot Systems For Community Eldercare: A Comparative Study On System Dependability, Hwee-Pink Tan, Austin Zhang
Real-World Large-Scale Iot Systems For Community Eldercare: A Comparative Study On System Dependability, Hwee-Pink Tan, Austin Zhang
Research Collection School Of Computing and Information Systems
The paradigm of aging-in-place — where the elderly live and age in their own homes, independently and safely, with care provided by the community — is compelling, especially in societies that face both shortages in institutionalized eldercare resources, and rapidly-aging populations. Internet-of-Things (IoT) technologies, particularly in-home monitoring solutions, are commercially available, and can be a fundamental enabler of smart community eldercare, if they are dependable. In this paper, we present our findings on system performance of solutions from two vendors, which we have deployed at scale for technology-enabled community care. In particular, we highlight the importance of quantifying actual system …
Online/Offline Traceable Attribute-Based Encryption [In Chinese], Kai Zhang, Jianfeng Ma, Junwei Zhang, Zuobin Ying, Tao Zhang, Ximeng Liu
Online/Offline Traceable Attribute-Based Encryption [In Chinese], Kai Zhang, Jianfeng Ma, Junwei Zhang, Zuobin Ying, Tao Zhang, Ximeng Liu
Research Collection School Of Computing and Information Systems
Attribute-based encryption (ABE), as a public key encryption, can be utilized for fine-grained access control. However, there are two main drawbacks that limit the applications of attribute-based encryption. First, as different users may have the same decryption privileges in ciphertext-policy attribute-based encryption, it is difficult to catch the users who sell their secret keys for financial benefit. Second, the number of resource-consuming exponentiation operations required to encrypt a message in ciphertext-policy attribute-based encryption grows with the complexity of the access policy, which presents a significant challenge for the users who encrypt data on mobile devices. Towards this end, after proposing …
Understanding Crude Oil Import Demand Behaviour In Africa: The Ghana Case, George Marbuah
Understanding Crude Oil Import Demand Behaviour In Africa: The Ghana Case, George Marbuah
Journal of African Trade
As in many African countries, crude oil importation is a major drain on the economy of Ghana. We estimate short-run and long-run import demand models for crude oil using data over the period 1980–2012. Results show that demand for crude oil is price inelastic in the short-run but elastic in the long-run. Other important drivers of crude oil import are the real effective exchange rate, domestic oil production and population growth. Income is found to be the strongest driver of crude oil demand. Policy implications of our results are presented.
The Litigators: Perceptions Of Predictability, Definitions Of A Good Outcome, And An Alternative To Mass Tort Trials, Lisa K. Dicker, Shane K. Hebel
The Litigators: Perceptions Of Predictability, Definitions Of A Good Outcome, And An Alternative To Mass Tort Trials, Lisa K. Dicker, Shane K. Hebel
Faculty Publications
(Excerpt)
A pervasive theme in our understanding of civil legal disputes is the “big case”; that is, the generic mass tort that pits sympathetic clients against shadowy, villainous corporations. In John Grisham’s stories about these cases, a David-and-Goliath legal battle ensues, the parameters of the law shift, the attorneys’ ethics stretch, and the author uses characters to reveal both sides’ deep secrets unwillingly—and sometimes unwittingly. Ultimately, the case leads to a “win” for one side or the other—either a huge payday for the clients and a large percentage-based fee for the lawyers who stumbled across it, or a corporation that …
Effects Of Knee Sleeves On Knee Mechanics During Squats At Variable Depths, Alexandria A. Trypuc
Effects Of Knee Sleeves On Knee Mechanics During Squats At Variable Depths, Alexandria A. Trypuc
Human Movement Studies & Special Education Theses & Dissertations
The squat is a functional, compound and multi-joint exercise that targets several muscles of the lower body and is widely used in both athletics and many exercise programs. This exercise has been the subject of many studies, comparing different squat variations and examining how external gear, such as squat suits and knee wraps impact the exercise. The aim of this study was to assess the effects of wearing neoprene knee sleeves on lower extremity kinematics, kinetics, and muscle activations during weighted back squats. Fifteen resistance trained men and women, aged 28±5 years, from the local fitness community and university campus …
Coexistence And Secure Communication In Wireless Networks, Saygin Bakşi
Coexistence And Secure Communication In Wireless Networks, Saygin Bakşi
Electrical & Computer Engineering Theses & Dissertations
In a wireless system, transmitted electromagnetic waves can propagate in all directions and can be received by other users in the system. The signals received by unintended receivers pose two problems; increased interference causing lower system throughput or successful decoding of the information which removes secrecy of the communication. Radio frequency spectrum is a scarce resource and it is allocated by technologies already in use. As a result, many communication systems use the spectrum opportunistically whenever it is available in cognitive radio setting or use unlicensed bands. Hence, efficient use of spectrum by sharing users is crucial to increase maximize …
Molecular Candidates For Blocking The Transmission Of Vector-Borne Diseases, Ashish Naresh Vora
Molecular Candidates For Blocking The Transmission Of Vector-Borne Diseases, Ashish Naresh Vora
Biological Sciences Theses & Dissertations
Vector-borne diseases (VBDs) require urgent attention as they have a high mortality rate, with 700,000 people dying in a year as of 2017. So far, extremely few reliable vaccination strategies and solutions have emerged. Transmission blocking vaccines are one among many solutions available to manage the control of VBDs. These require identification of both vector and pathogen molecules that play important roles in the transmission, dissemination and establishment of VBDs. Our strategy is to characterize these candidates that play important roles in vector-host-pathogen interactions. This manuscript presents two such studies identifying the participation of two arthropod molecules in vector-host-pathogen interactions. …
Regional Sea Level Rise Along The United States Coasts, Alessandra G. Burgos
Regional Sea Level Rise Along The United States Coasts, Alessandra G. Burgos
OES Theses and Dissertations
Over the past several years, there has been several studies focused on reconstructing global mean sea level (GMSL) for the 20th century, along with projecting rates out into the future. Of greater importance for mitigation and adaptation plans, however, is the rate of local or regional sea level (RSL) rise. Ocean dynamics along with changes in Earth’s gravitational field can cause RSL to deviate from the change in GMSL. During the satellite altimeter era covering the past two decades, RSL trends can be four times the global average, with much of this spatial variation due to internal climate variability. Isolating …