Get HyP3! SAR processing for everyone

2021 ◽  
Author(s):  
Joseph H. Kennedy ◽  
Krik Hogenson ◽  
Andrew Johnston ◽  
Heidi Kristenson ◽  
Alex Lewandowski ◽  
...  
Keyword(s):  
Primary Data ◽  
The Public ◽  
Processing Pipeline ◽  
Area Of Interest ◽  
Global Coverage ◽  
Sar Data ◽  
New Processing ◽  
Interferometric Sar ◽  
Sar Processing ◽  
Detection Processing

<p>Synthetic Aperture Radar (SAR), with its capability of imaging day or night, ability to penetrate dense cloud cover, and suitability for interferometry, is a robust dataset for event/change monitoring. SAR data can be used to inform decision makers dealing with natural and anthropogenic hazards such as floods, earthquakes, deforestation and glacier movement. However, SAR data has only recently become freely available with global coverage, and requires complex processing with specialized software to generate analysis-ready datasets. Furthermore, processing SAR is often resource-intensive, in terms of computing power and memory, and the sheer volume of data available for processing can be overwhelming. For example, ESA's Sentinel-1 has produced ~10PB of data since launch in 2014. Even subsetting the data to a small scientific area of interest can result in many thousands of scenes, which must be processed into an analysis-ready format.</p><p>The Alaska Satellite Facility (ASF) Hybrid Pluggable Processing Pipeline (HyP3), which is now out of beta and available to the public, provides custom, on-demand processing of Sentinel-1 SAR data at no cost to users. HyP3 is integrated directly into Vertex, ASF's primary data discovery tool, so users can easily select an area of interest on the Earth, find available SAR products, and click a button to send them (individually, or as a batch) to HyP3 for Radiometric Terrain Correction (RTC), Interferometric SAR (InSAR), or Change Detection processing. Processing leverages AWS cloud computing and is done in parallel for rapid product generation. Each process provides options to customize the processing and final output products, and provides metadata-rich, analysis-ready final products to users.</p><p>In addition to the Vertex user interface, HyP3 provides a RESTful API and a python software developers kit (SDK) to allow programmatic access and the ability to build HyP3 into user workflows. HyP3 is open source and designed to allow users to develop new processing plugins or stand up their own custom processing pipeline.</p><p>We will present an overview of using HyP3, both inside Vertex and programmatically, and the available output products. We will demonstrate using HyP3 to investigate the consequences of natural hazards and very briefly discuss the technologies and software design principles used in the development of HyP3 and how users could contribute new plugins, or stand up their own custom processing pipeline.</p>

scholarly journals Artificial Intelligence: The Attitude of the Public and Representatives of Various Industries

2021 ◽  
Vol 14 (8) ◽  
pp. 339
Author(s):  
Tatjana Vasiljeva ◽  
Ilmars Kreituss ◽  
Ilze Lulle
Keyword(s):  
Artificial Intelligence ◽  
Primary Data ◽  
Structured Interviews ◽  
The Public ◽  
Qualitative And Quantitative ◽  
Public Survey ◽  
Significant Difference ◽  
Main Factors ◽  
Negative Factors ◽  
Near Future

This paper looks at public and business attitudes towards artificial intelligence, examining the main factors that influence them. The conceptual model is based on the technology–organization–environment (TOE) framework and was tested through analysis of qualitative and quantitative data. Primary data were collected by a public survey with a questionnaire specially developed for the study and by semi-structured interviews with experts in the artificial intelligence field and management representatives from various companies. This study aims to evaluate the current attitudes of the public and employees of various industries towards AI and investigate the factors that affect them. It was discovered that attitude towards AI differs significantly among industries. There is a significant difference in attitude towards AI between employees at organizations with already implemented AI solutions and employees at organizations with no intention to implement them in the near future. The three main factors which have an impact on AI adoption in an organization are top management’s attitude, competition and regulations. After determining the main factors that influence the attitudes of society and companies towards artificial intelligence, recommendations are provided for reducing various negative factors. The authors develop a proposition that justifies the activities needed for successful adoption of innovative technologies.

scholarly journals Obstacles to Developing Net-Zero Energy (NZE) Homes in Greater Toronto Area

Buildings ◽  
2021 ◽  
Vol 11 (3) ◽  
pp. 95
Author(s):  
Ghazal Makvandia ◽  
Md. Safiuddin
Keyword(s):  
Financial Incentives ◽  
New Technologies ◽  
Public Awareness ◽  
Ghg Emissions ◽  
Primary Data ◽  
Zero Energy ◽  
The Public ◽  
Greater Toronto Area ◽  
Net Zero Energy ◽  
Net Zero

Efforts have been put in place to minimize the effects of construction activities and occupancy, but the problem of greenhouse gas (GHG) emissions continues to have detrimental effects on the environment. As an effort to reduce GHG emissions, particularly carbon emissions, countable commercial, industrial, institutional, and residential net-zero energy (NZE) buildings were built around the globe during the past few years, and they are still operating. But there exist many challenges and barriers for the construction of NZE buildings. This study identifies the obstacles to developing NZE buildings, with a focus on single-family homes, in the Greater Toronto Area (GTA). The study sought to identify the technical, organizational, and social challenges of constructing NZE buildings, realize the importance of the public awareness in making NZE homes, and provide recommendations on how to raise public knowledge. A qualitative approach was employed to collect the primary data through survey and interviews. The secondary data obtained from the literature review were also used to realize the benefits, challenges, and current situation of NZE buildings. Research results indicate that the construction of NZE buildings is faced with a myriad of challenges, including technical issues, the lack of governmental and institutional supports, and the lack of standardized measures. The public awareness of NZE homes has been found to be very low, thus limiting the uptake and adoption of the new technologies used in this type of homes. The present study also recommends that the government and the academic institutions should strive to support the NZE building technology through curriculum changes, technological uptake, and financial incentives to buyers and developers. The implementation of these recommendations may enhance the success and popularity of NZE homes in the GTA.

Extraction of linear objects from interferometric SAR data

2002 ◽  
Vol 23 (3) ◽  
pp. 461-475 ◽  
Author(s):  
Olaf Hellwich ◽  
Ivan Laptev ◽  
Helmut Mayer
Keyword(s):  
Sar Data ◽  
Interferometric Sar

The identity crisis of sustainable development

2014 ◽  
Vol 11 (1) ◽  
pp. 4-15 ◽  
Author(s):  
Catalin Ratiu ◽  
Beverlee B. Anderson
Keyword(s):  
Sustainable Development ◽  
Design Methodology ◽  
Identity Crisis ◽  
Primary Data ◽  
Future Research ◽  
Clear Understanding ◽  
Content Type ◽  
The Public ◽  
Larger Sample ◽  
Practical Implications

Purpose – There are many different conceptualizations to sustainable development and these different approaches may have led to confusion amongst the public. The purpose of this paper is to explore the identities of the term and how the confused identity may be leading to problems for sustainable development efforts. Design/methodology/approach – The design is exploratory, using both secondary and primary data to understand the different sustainable development concepts. Findings – There is no consistent understanding or use of the term “sustainable development” among various groups. Research limitations/implications – Future research should include a larger sample that is more representative of people from different backgrounds and geographical areas. Practical implications – The public is generally willing to support only projects that it understands. Without a clear understanding of sustainable development, the public will be less inclined to support these efforts. Originality/value – This study examines the perceptions and understandings of the term by the general public representing different generations.

Sustainable cruise ship employment for the Caribbean region – a conceptual perspective

2017 ◽  
Vol 9 (1) ◽  
pp. 60-69 ◽  
Author(s):  
Sheree-Ann Adams
Keyword(s):  
Poverty Reduction ◽  
Primary Data ◽  
Caribbean Region ◽  
Content Type ◽  
The Public ◽  
Cruise Ships ◽  
Training Standards ◽  
The Usa ◽  
The Caribbean ◽  
Cruise Lines

Purpose The purpose of this paper is to explore the opportunities and approaches needed to ensure the long-term sustainability of cruise companies as a source of employment for Caribbean nationals. Design/methodology/approach The format is one of a concept paper and not a review of primary data collected, but based on the authors observations, industry knowledge and review of secondary literature available in the public domain. Findings Some recommendations are made as to the facilitation of this concept in sustainable cruise employment for the Caribbean region that will provide not only economic sustainability but also social benefits to the Caribbean region at large through poverty reduction through employment and global travel exposure. Practical implications The paper puts forth a proposal for a centralized organization representative of the multiple stakeholders within the Caribbean Cruise community: to manage and facilitate a fund to assist Caribbean nationals desirous of working on cruise ships and to meet the necessary standards of training not only in hospitality qualifications but also in basic training standards of safety, security and watch keeping for seafarers. Social implications The employment opportunities for Caribbean persons on cruise ships have not been fully exploited with the majority of Caribbean nationals working on cruise ships found predominately within the Royal Caribbean Cruise Lines, Celebrity Cruises, Norwegian Cruise Lines and Carnival Corporation brands based in the USA. Originality/value This paper provides readers with insight into the existing Caribbean employment and shipboard employment scenarios, with the view of presenting an option for stimulating and supporting sustainable employment on cruise ships for Caribbean nationals.

scholarly journals Shedding Light on the Factors That Influence Residential Demand Response in Japan

Energies ◽  
2021 ◽  
Vol 14 (10) ◽  
pp. 2795
Author(s):  
Nikolaos Iliopoulos ◽  
Motoharu Onuki ◽  
Miguel Esteban
Keyword(s):  
Demand Response ◽  
Primary Data ◽  
Willingness To Participate ◽  
The Public ◽  
Related Information ◽  
Direct Load Control ◽  
Integration Of Renewables ◽  
Residential Demand ◽  
Demand Response Programs ◽  
Energy Grid

Residential demand response empowers the role of electricity consumers by allowing them to change their patterns of consumption, which can help balance the energy grid. Although such type of management is envisaged to play an increasingly important role in the integration of renewables into the grid, the factors that influence household engagement in these initiatives have not been fully explored in Japan. This study examines the influence of interpersonal, intrapersonal, and socio-demographic characteristics of households in Yokohama on their willingness to participate in demand response programs. Time of use, real time pricing, critical peak pricing, and direct load control were considered as potential candidates for adoption. In addition, the authors explored the willingness of households to receive non-electricity related information in their in-home displays and participate in a philanthropy-based peer-to-peer energy platform. Primary data were collected though a questionnaire survey and supplemented by key informant interviews. The findings indicate that household income, ownership of electric vehicles, socio-environmental awareness, perceived sense of comfort, control, and complexity, as well as philanthropic inclinations, all constitute drivers that influence demand flexibility. Finally, policy recommendations that could potentially help introduce residential demand response programs to a wider section of the public are also proposed.

Analysis of Role of Digital Marketing to Improve Brand Image through Brand Equity at PT Pegadaian (Persero) Labuhan Deli Sub-Branch, Medan

2021 ◽  
Vol 8 (8) ◽  
pp. 696-703
Author(s):  
Yandri Rezziansyah Sitompul ◽  
Nisrul Irawati ◽  
Rulianda Purnomo Wibowo
Keyword(s):  
Brand Equity ◽  
Structural Equation ◽  
Brand Image ◽  
Partial Least Square ◽  
Least Square ◽  
Digital Marketing ◽  
Primary Data ◽  
Original Sample ◽  
The Public ◽  
Good System

Digital marketing is a marketing process that utilizes online channels (internet) to introduce, educate, branding and also establish communication with customers and the form of online channels can be in the form of websites or applications on mobile phones. The formulation of the problem in this study are: (1) Does Digital Marketing affect the formation of Brand Image at PT Pegadaian (Persero) Labuhan Deli Sub-Branch, Medan; (2) Does Digital Marketing affect the establishment of Brand Equity at PT Pegadaian (Persero) Sub Branch Labuhan Deli, Medan; (3) Does brand equity affect the formation of brand image in PT Pegadaian (Persero) Sub Branch Labuhan Deli, Medan; (4) Does Digital Marketing affect the formation of Brand Image through Brand Equity at PT Pegadaian (Persero) Sub Branch Labuhan Deli, Medan. The type of research used in this study is a descriptive method with a correlational type using a quantitative approach, using two types of data collection, namely secondary data and primary data by taking a sample of 130 respondents, which is carried out by testing the validity and. reliability test, and using data analysis methods, namely descriptive analysis and Structural Equation Model - Partial Least Square. The results show that (1) Digital Marketing has a positive and significant effect on Brand Image, in the sense that Digital Marketing at PT Pegadaian (Persero) Labuhan Deli Sub-Branch has a good system so that the company's brand image can be understood and remembered by the public or customers who transact using pawn services; (2) Digital Marketing has a positive and significant effect on Brand Equity, in the sense that Digital Marketing at PT Pegadaian (Persero) Labuhan Deli Sub-Branch has a good system so that the company's brand equity can be accepted and easily remembered by the public or customers who transact using pawn services based on marketing and financial activities; (3) partially the Brand Equity variable has a positive and significant influence on Brand Image, in the sense that if customers are interested in the digital Pegadaian brand at PT Pegadaian (Persero) Labuhan Deli Sub-Branch, the brand image of the product will also increase; (4) the digital marketing variable (X) has a simultaneous effect on brand image (Y) through brand equity (Z), where the original sample value (Original Sample) is 0.244, the t-statistic value is 4.955 and the p-values is 0.000, then the brand equity variable (Z) is able to mediate the relationship of digital marketing variable (X) to brand image (Y). Keywords: Digital Marketing, Brand Image, Brand Equity.

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