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The Prevalence of Overweight/Obesity and Related Comorbidities among HIV-Positive and HIV-Negative Patients Attending the Same Clinics in Gaborone, Botswana

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Advances in Infectious Diseases 2024年第3期14卷 523-540页

作者： Jose Gaby Tshikuka Matshwenyego Boitshwarelo Shimeles Genna Hamda Roy Tapera Ngoyi Kashiba Zacharie Bukonda Marie Esako Onokoko Department of Family Medicine and public Health Faculty of Medicine University of Botswana Gaborone Botswana Department of Nursing Science Faculty of Health Sciences National Pedagogical University Kinshasa I Congo Department of public Health Faculty of Medicine University of Mbuji-Mayi Mbuji-Mayi Congo school of public Health Faculty of Health Sciences University of Botswana Gaborone Botswana

Context: Antiretroviral therapy (ART) helps restore the health status of people living with HIV (PLHIV). Likewise, it increases the risk of overweight/obesity and related comorbidities among the recipients. In countries like Botswana where ±84% of PLHIV is on ART, the paucity of data comparing overweight/obesity between HIV-positive on ART and HIV-negative patients may impede clinical and policy decision-making. This study sought to estimate and compare: i) the prevalence of overweight/obesity between HIV-positive on ART and HIV-negative patients;ii) the prevalence of hypertension (HTN), diabetes mellitus (DM)/coronary heart disease (CHD) between HIV-positive patients on ART and HIV-negative patients attending same outpatient departments of general clinics in Gaborone, Botswana. Patients and Methods: Five hundred eighty-one (581) outpatients were recruited in four major clinics of Gaborone, Botswana, between June and July 2019;294 or 51% of them were HIV-negative and 287 or 49% were HIV-positive on ART. The prevalence of overweight/obesity and of HTN and DM/CHD were calculated and examined using stratified analysis. Subgroups were compared using Chi-square analysis with Yates correction or Fisher exact test and t-student test for continuous data. Results: Major findings after stratification of the study population by HIV status were: i) the prevalence of all categories of (BMI), including overweight/obesity, were comparable between HIV-negative-patients and HIV-positive. In fact, there were 24 (8.0%) cases of underweight among HIV-negative-Patients and 15(5%) cases among HIV-positive patients, p = 0.2;145 (49%) HIV-negative-patients and 128 (45%) HIV-positive, p = 0.07 cases of normal weight;72 (25%) HIV-negative-patients and 87 (30%) HIV-positive, p = 0.08, were overweight;53 (18%) HIV-negative-patients and 57 (20%) HIV-positive, p = 0.12, were obese;125 (43%) HIV-negative patients and 144 (50%) HIV-positive, p=0.06 were overweight/obese;ii) the prevalence of HTN a

关键词： Overweight/Obesity Related Comorbidities HIV-Positive HIV-Negative

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Migration and Spatiotemporal Land Cover Change: A Case of Bosomtwe Lake Basin, Ghana

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Advances in Remote Sensing 2024年第1期13卷 18-40页

作者： Richard Kwabena Adams Lingling Zhang Zongzhi Wang school of public Administration Hohai University Nanjing China National Key Laboratory of Water Disaster Prevention Nanjing Institute of Hydraulic Research Nanjing China

Internal migration is highly valued due to its increasingly acknowledged potential for social and economic development. However, despite its significant contribution to the development of towns and cities, it has led to the deterioration of many ecosystems globally. Lake Bosomtwe, a natural Lake in Ghana and one of the six major meteoritic lakes in the world is affected by land cover changes caused by the rising effects of migration, population expansion, and urbanization, owing to the development of tourist facilities on the lakeshore. This study investigated land cover change trajectories using a post-classification comparison approach and identified the factors influencing alteration in the Lake Bosomtwe Basin. Using Landsat imagery, an integrated approach of remote sensing, geographical information systems (GIS), and statistical analysis was successfully employed to analyze the land cover change of the basin. The findings show that over the 17 years, the basin’s forest cover decreased significantly by 16.02%, indicating that population expansion significantly affects changes in land cover. Ultimately, this study will raise the awareness of stakeholders, decision-makers, policy-makers, government, and non-governmental agencies to evaluate land use development patterns, optimize land use structures, and provide a reference for the formulation of sustainable development policies to promote the sustainable development of the ecological environment.

关键词： Land Cover Change Supervised Classification Migration Landsat Imagery Environmental Sustainability

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Multiperiod Optimal Allocation of Emergency Resources in Support of Cross-Regional Disaster Sustainable Rescue

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International Journal of Disaster Risk Science 2021年第3期12卷 394-409页

作者： Yanyan Wang school of public policy and Management Tsinghua UniversityBeijing 100084China

Cross-regional allocation is necessary for the rational utilization and optimal allocation of *** is also the key to effective and sustainable disaster *** research,however,generally centers on emergency resource allocation only within territories or *** article proposes a multiperiod allocation optimization model for emergency resources based on regional selfrescue and cross-regional collaborative rescue *** model targets the shortest delivery time and lowest allocation costs as its efficiency goals and the maximum coverage rate of resource allocation in the disaster-affected locations as its equity *** objective weighting fuzzy algorithm based on two-dimensional Euclidean distance is designed to solve the proposed model.A case study based on the Wenchuan Earthquake of 12 May 2008 was conducted to validate the proposed *** results indicate that our proposed model allows for optimal,multiperiod cross-regional resource allocation by combining interterritorial and nearby allocation ***-regional relief makes resource allocation more equitable,minimizes dissatisfaction,and prevents *** decision preferences appear to significantly affect the choice of resource allocation scheme employed,which provides flexibility for decision making in different emergencies.

关键词： Cross-regional collaborative rescue Efficiency and equity Emergency resource allocation Multiperiod allocation Wenchuan Earthquake

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Navigation for autonomous vehicles via fast-stable and smooth reinforcement learning

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Science China(Technological Sciences) 2024年第2期67卷 423-434页

作者： ZHANG RuiXian YANG JiaNan LIANG Ye LU ShengAo DONG YiFei YANG BaoQing ZHANG LiXian school of Astronautics Harbin Institute of TechnologyHarbin 150001China

This paper investigates the navigation problem of autonomous vehicles based on reinforcement learning(RL)with both stability and smoothness *** introducing a data-based Lyapunov function,the stability criterion in mean cost is obtained,where the Lyapunov function has a property of fast ***,an off-policy RL algorithm is proposed to train safe policies,in which a more strict constraint is exerted in the framework of model-free RL to ensure the fast convergence of policy generation,in contrast with the existing RL merely with stability *** addition,by simultaneously introducing constraints on action increments and action distribution variations,the difference between the adjacent actions is effectively alleviated to ensure the smoothness of the obtained policy,instead of only seeking the similarity of the distributions of adjacent actions as commonly done in the past literature.A navigation task of a ground differentially driven mobile vehicle in simulations is adopted to demonstrate the superiority of the proposed algorithm on the fast stability and smoothness.

关键词： autonomous vehicles navigation reinforcement learning smoothness stability

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Centennial Analysis of Human Activity Intensity and Associated Historical Events in Heilongjiang River Sino-Russo Watershed

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Chinese Geographical Science 2024年第2期34卷 280-293页

作者： SONG Chaoxue LI Xiaoling HE Hongshi Michael SUNDE school of Geographical Sciences Northeast Normal UniversityChangchun 130024China school of Natural Resources University of MissouriColumbia 65211USA

Human activities in a transborder watershed are complex under the influence of domestic policies,international relations,and global *** the forces driving human activity change is important for the development of transborder *** this study,we used global historical land cover data,the hemeroby index model,and synthesized major historical events to analyze how human activity intensity changed in the Heilongjiang River(Amur River in Russia)watershed(HLRW).The results showed that there was a strong spatial heterogeneity in the variation of human activity intensity in the HLRW over the past century(1900-2016).On the Chinese side,the human activity intensity change shifted from the plain areas for agricultural reclamation to the mountainous areas for timber *** the Russian side,human activity intensity changes mostly concentrated along the Trans-Siberian Railway and the Baikal-Amur *** variation of human activity intensity tended to respond to regional events while regionalized variation tends to reflect national policy change or broad international *** similarities and differences between China and Russia in policies and positions in international events resulted in synchronous and asynchronous changes in human activity ***,policy shifts were often confined by the natural features of the *** results reveal the historical origins and fundamental connotations of watershed development and contribute to formulating regional management policies that coordinate population,eco-nomic,social,and environmental activities.

关键词： human activity intensity changes hemeroby index centennial scale Heilongjiang River(Amur River in Russia)watershed China Russia

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Can whole steps of grain production be outsourced? Empirical analysis based on the three provinces of Jiangsu,Jilin,and Sichuan in China

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Journal of Integrative Agriculture 2024年第1期23卷 336-347页

作者： Jiacheng Liu Shengzhi Mao Qiufen Zheng Zhigang Xu school of Finance and Taxation Nanjing University of Finance and EconomicsJiangsu 210023China school of Economics Southwestern University of Finance and EconomicsSichuan 611130China school of Economics and Management Nanjing Agricultural UniversityJiangsu 210095China

Certain outsourcing services for agricultural management in China,such as pest control in grain production,have experienced prolonged sluggishness,contrasting with the relatively high level of outsourcing services observed in harvesting,land preparation,and *** study examines the feasibility of implementing whole-step outsourcing in grain production by conducting a case study of rice and maize production in Jiangsu,Jilin,and Sichuan provinces in *** provision of outsourcing services hinges on two essential conditions:technological advancements fostering specialized production and economies of scale,coupled with a market size sufficient to realize the aforementioned potential economies of *** results showed that outsourcing pest control or harvesting services had varying economies of *** outsourcing services in pest control were less common than in harvesting services,and their marginal growth space of the economies of scale with technological change was also *** by the operational characteristics of pest control itself,the market scale of its professional services is ***,achieving the whole-step outsourcing of grain production necessitates not only technological innovation but also effective policy interventions to overcome the constraints of market *** interventions include(1)optimizing crop layouts between planning regions and reducing land fragmentation and(2)supplying timely and effective inter-regional agricultural information for service providers aided by information technology.

关键词： outsourcing services economy of scale technical conditions market scale

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Federated Meta Reinforcement Learning for Personalized Tasks

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Tsinghua Science and Technology 2024年第3期29卷 911-926页

作者： Wentao Liu Xiaolong Xu Jintao Wu Jielin Jiang school of Computer Science Nanjing University of Information Science and TechnologyNanjing 210044China school of Software Nanjing University of Information Science and TechnologyNanjing 210044China

As an emerging privacy-preservation machine learning framework,Federated Learning(FL)facilitates different clients to train a shared model collaboratively through exchanging and aggregating model parameters while raw data are kept local and *** this learning framework is applied to Deep Reinforcement Learning(DRL),the resultant Federated Reinforcement Learning(FRL)can circumvent the heavy data sampling required in conventional DRL and benefit from diversified training data,besides privacy preservation offered by *** FRL implementations presuppose that clients have compatible tasks which a single global model can *** practice,however,clients usually have incompatible(different but still similar)personalized tasks,which we called task *** may severely hinder the implementation of FRL for practical *** this paper,we propose a Federated Meta Reinforcement Learning(FMRL)framework by integrating Model-Agnostic Meta-Learning(MAML)and ***,we innovatively utilize Proximal policy Optimization(PPO)to fulfil multi-step local training with a single round of ***,considering the sensitivity of learning rate selection in FRL,we reconstruct the aggregation optimizer with the Federated version of Adam(Fed-Adam)on the server *** experiments demonstrate that,in different environments,FMRL outperforms other FL methods with high training efficiency brought by Fed-Adam.

关键词： federated learning reinforcement learning meta-learning personalization

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Agricultural intensity for sustainable regional development:A case study in peri-urban areas of Karawang Regency,Indonesia

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Regional Sustainability 2024年第1期5卷 119-136页

作者： Setyardi Pratika MULYA Delik HUDALAH Urban and Regional Planning Study Program School of ArchitecturePlanningand Policy DevelopmentBandung Institute of TechnologyBandung40132Indonesia Department of Soil Science and Land Resources Faculty of AgricultureBogor Agricultural UniversityBogor16680Indonesia Research Center for Infrastructure and Regional Development Bandung Institute of TechnologyBandung40132Indonesia

Peri-urban areas are playing an increasingly crucial role in the agricultural development and intensification in ***-urban agriculture is highly vulnerable to change compared with urban and rural agriculture,due to its location in transitional *** of peri-urban agricultural intensity can help guide regional *** this study,we assessed the sustainability of peri-urban areas based on agricultural intensity in Karawang Regency,*** developed a village-based index to assess the region’s agricultural intensity by rescaling the village agriculture index(VAI)and combining the local sustainability index(LSI)with factor *** the unit of analysis is the village,we modified the LSI to the village sustainability index(VSI).In addition,we also developed a logical matrix analysis to determine the level of agricultural sustainability(LoAS)of each *** combined results of the three indices(VAI,VSI,and LoAS)generated information about agricultural *** results indicated that peri-urban villages with high agricultural intensity tended to exhibit low levels of social welfare,economic development,and disaster ***,high agricultural intensity did not necessarily ensure the prosperity of the ***,there was the economic disparity among the villages in the study *** diversity of agricultural intensity seems to be more critical than promoting agricultural intensity ***,this study highlights the distinctive characteristics and dynamic of peri-urban *** approaches,variables,and information regarding the combination of agricultural intensity and sustainability need to be developed as valuable tools for regional planning.

关键词： Agricultural intensity Village agriculture index(VAI) Village sustainability index(VSI) Level of agricultural sustainability(LoAS) Peri-urban areas Indonesia

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Why China needs data sharing to address its air-quality challenge

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National Science Review 2017年第6期4卷 794-797页

作者： Patrick Funk Lan Xue Zheng Liang Kelly S.Gallagher Peter F. Cowhey Erica R.H.Fuchs Department of Engineering and public policy Carnegie Mellon University school of public policy and Management Tsinghua University The Fletcher school Tufts University school of Global policy and Strategy University of California San Diego

In the fight against air pollution,sharing data within China and forming scientists’consensus on data-driven policy recommendations are at least as important as data *** scale of data publicly available can have dram... 详细信息

关键词： Why China needs data sharing to address its air-quality challenge

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A review of rural transformation studies:Definition,measurement,and indicators

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Journal of Integrative Agriculture 2023年第12期22卷 3568-3581页

作者： Dong WANG Chunlai CHEN Christopher FINDLAY Crawford school of public policy Australian National UniversityCanberra 2600Australia

The paper reviews studies of rural transformation in three dimensions-definition,measurement,and indicators-and summarises the findings of rural transformation *** scope of rural transformation includes four elements-productivity,rurality,inclusiveness,and *** concepts of the dimensions of rural transformation and their associated indicators are insufficient for policy decision-making,as they lack objectivity,feasibility,accountability,comprehensiveness,and *** research to develop new measures to assess rural transformation in developing countries is ***,there is potential to explore the topic in some directions:urbanisation strategy,public intervention(i.e.,institution,policy,and investment),gender inclusiveness,market creation,and international trade.

关键词： rural transformation agricultural transformation structural change

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