Ws For Aqm
•Download as PPT, PDF•
0 likes•382 views
The document discusses using web services for air quality management by accessing distributed data sources and processing the data through filtering, aggregation and fusion. It proposes a service-oriented architecture called DataFed.Net to access, process and deliver air quality information. As an example, it describes how web services could be used to monitor and predict the impact of smoke from fires on particulate matter concentrations.
Report
Share
Report
Share
![Web Services for Air Quality Management ,[object Object],[object Object],[object Object],[object Object],R. Husar, S. Falke, K. Höijärvi Washington University, St. Louis, MO, rhusar@me.wustl.edu ESIP Meeting, Washington DC, January 4-6, 2005](https://image.slidesharecdn.com/ws-for-aqm332/85/Ws-For-Aqm-1-320.jpg)
![Application Scenario: Smoke Impact REASoN Project: Application of NASA ESE Data and Tools to Particulate Air Quality Management ( PPT/PDF ) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Record Smoke Impact on PM Concentrations [email_address] , stefan @me.wustl. edu Smoke Event](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)
Recommended
Ws For Aq
The document discusses a scenario where smoke from fires in Mexico causes high particulate matter (PM) concentrations over the eastern United States. It describes the goals of detecting and predicting the smoke plume and its impacts on air quality to help manage transportation safety. Key needs are real-time fire and smoke monitoring, PM and ozone forecasts, and analysis and delivery tools to provide information to managers and the public.
061211 Agu Aq Datasystem1
This document discusses the challenges of integrating heterogeneous air quality information systems from different autonomous providers. It proposes that a loosely coupled, service-oriented architecture using standard protocols and web services can help deliver consolidated air quality data and products to diverse users. Specifically, the DataFed system developed by EPA homogenizes distributed data and allows customized analysis and reporting while respecting the autonomy of existing data systems. Overcoming organizational differences and encouraging collaboration will help further align existing stars in air quality informatics.
2004-10-15 SHAirED: Services for Helping the Air-quality Community use ESE Data
The document describes the SHAirED project which aims to develop web services and applications to help users access and analyze air quality data from NASA, EPA, and other sources. The project will create data access services, processing tools, and a way to combine services to build customized applications. A key goal is to advance existing data sharing infrastructure called DataFed to higher levels of technological readiness.
Seeds Poster2
http://capitawiki.wustl.edu/index.php/20041015_SHAirED:_Services_for_Helping_the_Air-quality_Community_use_ESE_Data
Seeds Poster
http://capitawiki.wustl.edu/index.php/20041015_SHAirED:_Services_for_Helping_the_Air-quality_Community_use_ESE_Data
061206 Ua Huntsville Seminar
The document describes an agile distributed air quality data system called DataFed. It discusses how DataFed facilitates access to heterogeneous air quality data from various autonomous providers through standard protocols and formats. DataFed transforms and homogenizes the data for uniform access and provides tools for collaborative analysis, reporting and dynamic delivery of information products to users.
060730 Igarss06 Denver Husar
The document outlines an agile information system architecture for air quality decision support. It describes current challenges around real-time air pollution sensing, multi-sensor data integration for pollution characterization, and providing flexible support to regulators. The proposed architecture uses standard data access protocols and formats to allow distributed and heterogeneous air quality data and models to be accessed and processed through configurable workflows. This federated approach is demonstrated through two use cases: providing real-time monitoring data to inform managers and the public during a smoke event, and comparing a hemispheric aerosol transport model to surface data to improve model estimates and understand uncertainties.
060525AGU_ESSI CAPITA Poster
The document discusses applying OGC specifications to air quality data services to make multi-dimensional, multi-source data interoperable. Air quality data from various sensors and sources is organized into tables capturing station information, parameters, and observations. This data can be served using OGC specifications like WFS, SOS, WCS, and WMS to enable standardized access and visualization of air quality data in multiple formats.
Recommended
Ws For Aq
The document discusses a scenario where smoke from fires in Mexico causes high particulate matter (PM) concentrations over the eastern United States. It describes the goals of detecting and predicting the smoke plume and its impacts on air quality to help manage transportation safety. Key needs are real-time fire and smoke monitoring, PM and ozone forecasts, and analysis and delivery tools to provide information to managers and the public.
061211 Agu Aq Datasystem1
This document discusses the challenges of integrating heterogeneous air quality information systems from different autonomous providers. It proposes that a loosely coupled, service-oriented architecture using standard protocols and web services can help deliver consolidated air quality data and products to diverse users. Specifically, the DataFed system developed by EPA homogenizes distributed data and allows customized analysis and reporting while respecting the autonomy of existing data systems. Overcoming organizational differences and encouraging collaboration will help further align existing stars in air quality informatics.
2004-10-15 SHAirED: Services for Helping the Air-quality Community use ESE Data
The document describes the SHAirED project which aims to develop web services and applications to help users access and analyze air quality data from NASA, EPA, and other sources. The project will create data access services, processing tools, and a way to combine services to build customized applications. A key goal is to advance existing data sharing infrastructure called DataFed to higher levels of technological readiness.
Seeds Poster2
http://capitawiki.wustl.edu/index.php/20041015_SHAirED:_Services_for_Helping_the_Air-quality_Community_use_ESE_Data
Seeds Poster
http://capitawiki.wustl.edu/index.php/20041015_SHAirED:_Services_for_Helping_the_Air-quality_Community_use_ESE_Data
061206 Ua Huntsville Seminar
The document describes an agile distributed air quality data system called DataFed. It discusses how DataFed facilitates access to heterogeneous air quality data from various autonomous providers through standard protocols and formats. DataFed transforms and homogenizes the data for uniform access and provides tools for collaborative analysis, reporting and dynamic delivery of information products to users.
060730 Igarss06 Denver Husar
The document outlines an agile information system architecture for air quality decision support. It describes current challenges around real-time air pollution sensing, multi-sensor data integration for pollution characterization, and providing flexible support to regulators. The proposed architecture uses standard data access protocols and formats to allow distributed and heterogeneous air quality data and models to be accessed and processed through configurable workflows. This federated approach is demonstrated through two use cases: providing real-time monitoring data to inform managers and the public during a smoke event, and comparing a hemispheric aerosol transport model to surface data to improve model estimates and understand uncertainties.
060525AGU_ESSI CAPITA Poster
The document discusses applying OGC specifications to air quality data services to make multi-dimensional, multi-source data interoperable. Air quality data from various sensors and sources is organized into tables capturing station information, parameters, and observations. This data can be served using OGC specifications like WFS, SOS, WCS, and WMS to enable standardized access and visualization of air quality data in multiple formats.
Web Services Emissions 2006 Falke
1. The document discusses developing an "air emissions cyberinfrastructure" using web services to provide access to distributed emissions inventory data and analysis tools through standardized interfaces.
2. This would allow emissions data to remain controlled by their owners while still being accessible over the web. Users could find, access, and analyze data through a single portal without needing specialized software.
3. The system is being built following principles of distributed, non-intrusive, transparent, and interoperable designs in order to allow new datasets and tools to be easily incorporated.
Traffic Profiles and Management for Support of Community Networks
The document analyzes traffic profiles and management for community networks. It finds that:
1) Traffic is dominated by YouTube, Facebook, and file uploads. Flows vary significantly by application in rate, volume, duration and round trip delays.
2) Content delivery currently relies on long paths through CDNs or P2P overlays rather than local caching due to lack of cooperation between networks and providers.
3) IETF groups are developing standards like CDNI and ALTO to optimize traffic and encourage localized content delivery through more cooperative approaches.
Social dynamics of FLOSS team communication across channels
Presentation for IFIP 2.13 Open Source Software 2008 in Milan, reporting findings of dynamic social network analysis of communications in FLOSS teams in a variety of communication venues, including trackers, developer communication venues and user communication venues.
Identifying and developing flows modified
The document discusses various approaches to identifying and mapping traffic flows in a network. Some common approaches include focusing on particular applications, devices or functions, developing profiles of common applications, and choosing the top N applications. The flow identification process involves determining which devices generate or terminate flows based on application and device usage and location information. Flows can then be identified, tagged with profiles, and their compositions and performance requirements mapped. This information can be used to design and visualize network flows and aggregation points between devices, applications, and locations.
Applications Drive Secure Lightpath Creation Across Heterogeneous Domains
We realize an open, programmable paradigm for application-driven network control by way of a novel network plane — the “service plane” — layered above legacy networks. The service plane bridges domains, establishes trust, and exposes control to credited users/applications while preventing unauthorized access and resource theft. The Authentication, Authorization, Accounting subsystem and the Dynamic Resource Allocation Controller are the two defining building blocks of our service plane. In concert, they act upon an interconnection request or a restoration request according to application requirements, security credentials, and domain-resident policy. We have experimented with such service
plane in an optical, large-scale testbed featuring two hubs (NetherLight in Amsterdam, StarLight in Chicago) and attached network clouds, each representing an independent domain. The dynamic interconnection of the heterogeneous domains occurred at Layer 1. The interconnections ultimately resulted in an optical end-to-end path (lightpath) for use by the
requesting Grid application.
Final Year Project IEEE 2015
This document provides summaries of 15 networking projects from TTA including the project code, title, description, and reference. The projects cover topics like delay analysis of opportunistic spectrum access MAC protocols, load balancing for network traffic measurement, key exchange protocols for parallel network file systems, anomaly detection in intrusion detection systems, and energy efficient group key agreement for wireless networks. The document provides contact information at the end for obtaining full project papers.
JPJ1423 Keyword Query Routing
We are good IEEE java projects development center in Chennai and Pondicherry. We guided advanced java technologies projects of cloud computing, data mining, Secure Computing, Networking, Parallel & Distributed Systems, Mobile Computing and Service Computing (Web Service).
For More Details:
http://jpinfotech.org/final-year-ieee-projects/2014-ieee-projects/java-projects/
Michelle Koslow
Michelle Koslow taught elementary and special education before joining TEAM. She strived to integrate more technology into her lessons after joining TEAM and learning how to do so. Outside the classroom, she enjoys exercising, boxing, reading, spending time with family, and visiting Ron Clark's website for teaching tips. She collaborated with a group to create a cancer information website but it was underutilized. Her biggest success in TEAM was developing a website using CSS and she wants to continue learning more ways to integrate technology into daily lessons.
0502 Mid West Haze Event
The document summarizes a regional particulate matter (PM) event that occurred in the Midwestern United States from January 28th to February 7th, 2005. It provides an overview of the various data sources and tools used to analyze the event, including air quality monitors, satellite images, meteorological data and models. Key findings are that the event lasted 10 days, with peak concentrations lower than typical summer events but over a much longer period, and that different regions of the Midwest peaked at different times during the event.
Nueva
La Unión Europea ha acordado un paquete de sanciones contra Rusia por su invasión de Ucrania. Las sanciones incluyen restricciones a las importaciones de productos rusos de alta tecnología y a las exportaciones de bienes de lujo a Rusia. Además, se congelarán los activos de varios oligarcas rusos y se prohibirá el acceso de los bancos rusos a los mercados financieros de la UE.
Ai + Usabilidad
La Unión Europea ha acordado un paquete de sanciones contra Rusia por su invasión de Ucrania. Las sanciones incluyen restricciones a las transacciones con bancos rusos clave y la prohibición de la venta de aviones y equipos a Rusia. Los líderes de la UE esperan que las sanciones aumenten la presión económica sobre Rusia y la disuadan de continuar su agresión contra Ucrania.
Social Networking
The document discusses social networking and how libraries can use social networking tools. It provides an overview of common social networking sites like MySpace and Facebook. It also discusses how libraries have created pages on these sites and the opportunities and challenges of using social networking to engage patrons and achieve library goals. Examples of specific library social networking pages are given. Reasons both for and against libraries using social networking are explored.
Consumer Math Slides September 19, 2007
The bank statement and transaction record show different balances, so a statement of reconciliation is needed to explain the discrepancy between the two accounts. A reconciliation identifies and accounts for all transactions like deposits, withdrawals, fees, and interest that cause the balances to differ from one another. Completing the reconciliation will show why the balances do not match and adjust the accounts so the ending balances are the same.
2005-03-17 Air Quality Cluster TechTrack
The document discusses a federated information system called Dvoy that aims to integrate heterogeneous air quality data from different sources and provide uniform access. It does this through the use of wrappers that encapsulate data sources and mediators implemented as web services that resolve logical heterogeneity and allow for standardized querying of multidimensional data cubes. The system uses mediators and wrappers based on previous research to overcome issues of data access, translation and merging across different source schemas and formats.
Ws Stuff
The document discusses using a mediator-based architecture and web services to provide uniform access to distributed heterogeneous air quality data sources. Key points include:
- A mediator server can homogenize data coding/formatting from various sources, allowing users to access data through a simple universal interface while minimizing changes to data providers.
- Services like Dvoy use mediators and wrappers to resolve technical and logical heterogeneity across sources and provide multidimensional querying of spatial-temporal data cubes.
- This approach facilitates data sharing and integration for improved analysis to address challenges from secondary pollutants and more participatory management of air quality.
2005-05-11 Current Air Quality Information ‘Ecosystem’ (Draft for Feedback)
The document discusses current and future systems for air quality information. It describes how data is currently produced and provided by different agencies without interoperability. It proposes a future integrated system where data is exposed through portals, mediators uniformly wrap data and provide processing services, and analysts can program services to create customized products. It also describes the DataFed approach which uses mediation to provide uniform access to distributed air quality data from different providers.
050510 Esip Data Fed Smoke
The document discusses current and future systems for air quality information. It describes how current data is siloed across different providers and formats. A future integrated system is proposed where data is exposed through portals, mediators provide uniform access, and analysts can program services to create customized products from the distributed data resources. The infrastructure could be provided by ESIPFed and shared responsibility models between data providers and integrators.
070726 Igarss07 Barcelona
The document discusses a view-based mediated web service architecture called DataFed that federates distributed environmental science data sources. DataFed uses wrappers to provide uniform access to over 100 datasets from different providers. It allows tools to overlay, compare and fuse data in near real-time and delayed integration. The system delivers diverse information products to users through a service-oriented architecture and third-party mediation that homogenizes distributed data sources.
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
The document discusses the need for integrated air quality information systems and proposes a federated approach using web services and open standards. Key points:
- Current air quality data is siloed across different sources, making it difficult to access and analyze.
- The DataFed system advocates a federated approach where data providers maintain autonomy but expose data through wrappers and web services for unified access.
- DataFed structures heterogeneous data into "where-when-what cubes" to simplify accessing and exploring the data using slicing and dicing tools.
- The system demonstrates networking of diverse data types and analysis tools through open standards like OGC WCS to facilitate more informed decision making.
060314 Ispra Htap Presentations Husar 060314 Ispra
http://capitawiki.wustl.edu/index.php/20060314_Work_Group_Meeting_on_HTAP-Relevant_IT_Techniques%2C_Tools_and_Philosophies:_DataFed_Experience_and_Perspectives
050317 Ws Telecon Husar
1) The document discusses challenges researchers face in accessing and using Earth science data from different sources and the potential for web services to help address these challenges.
2) It proposes a service-oriented architecture where data and processing are distributed across a peer-to-peer network and users can compose chains of services to transform raw data into useful knowledge.
3) Key assertions are that web services technologies are promising for building applications to access and analyze distributed Earth science resources, but issues around service discovery, semantics, and dynamic behavior need to be addressed for their full potential to be realized.
070416 Egu Vienna Husar
The document discusses how networking and distributed systems can multiply the value of data and information by enabling greater access, sharing and novel combinations. It provides examples of how atmospheric science data from different sources has been federated through systems like DataFed to provide unified access and generate new integrated products and insights. While such approaches offer opportunities, challenges around overcoming resistances to more open sharing and networking remain.
More Related Content
What's hot
Web Services Emissions 2006 Falke
1. The document discusses developing an "air emissions cyberinfrastructure" using web services to provide access to distributed emissions inventory data and analysis tools through standardized interfaces.
2. This would allow emissions data to remain controlled by their owners while still being accessible over the web. Users could find, access, and analyze data through a single portal without needing specialized software.
3. The system is being built following principles of distributed, non-intrusive, transparent, and interoperable designs in order to allow new datasets and tools to be easily incorporated.
Traffic Profiles and Management for Support of Community Networks
The document analyzes traffic profiles and management for community networks. It finds that:
1) Traffic is dominated by YouTube, Facebook, and file uploads. Flows vary significantly by application in rate, volume, duration and round trip delays.
2) Content delivery currently relies on long paths through CDNs or P2P overlays rather than local caching due to lack of cooperation between networks and providers.
3) IETF groups are developing standards like CDNI and ALTO to optimize traffic and encourage localized content delivery through more cooperative approaches.
Social dynamics of FLOSS team communication across channels
Presentation for IFIP 2.13 Open Source Software 2008 in Milan, reporting findings of dynamic social network analysis of communications in FLOSS teams in a variety of communication venues, including trackers, developer communication venues and user communication venues.
Identifying and developing flows modified
The document discusses various approaches to identifying and mapping traffic flows in a network. Some common approaches include focusing on particular applications, devices or functions, developing profiles of common applications, and choosing the top N applications. The flow identification process involves determining which devices generate or terminate flows based on application and device usage and location information. Flows can then be identified, tagged with profiles, and their compositions and performance requirements mapped. This information can be used to design and visualize network flows and aggregation points between devices, applications, and locations.
Applications Drive Secure Lightpath Creation Across Heterogeneous Domains
We realize an open, programmable paradigm for application-driven network control by way of a novel network plane — the “service plane” — layered above legacy networks. The service plane bridges domains, establishes trust, and exposes control to credited users/applications while preventing unauthorized access and resource theft. The Authentication, Authorization, Accounting subsystem and the Dynamic Resource Allocation Controller are the two defining building blocks of our service plane. In concert, they act upon an interconnection request or a restoration request according to application requirements, security credentials, and domain-resident policy. We have experimented with such service
plane in an optical, large-scale testbed featuring two hubs (NetherLight in Amsterdam, StarLight in Chicago) and attached network clouds, each representing an independent domain. The dynamic interconnection of the heterogeneous domains occurred at Layer 1. The interconnections ultimately resulted in an optical end-to-end path (lightpath) for use by the
requesting Grid application.
Final Year Project IEEE 2015
This document provides summaries of 15 networking projects from TTA including the project code, title, description, and reference. The projects cover topics like delay analysis of opportunistic spectrum access MAC protocols, load balancing for network traffic measurement, key exchange protocols for parallel network file systems, anomaly detection in intrusion detection systems, and energy efficient group key agreement for wireless networks. The document provides contact information at the end for obtaining full project papers.
JPJ1423 Keyword Query Routing
We are good IEEE java projects development center in Chennai and Pondicherry. We guided advanced java technologies projects of cloud computing, data mining, Secure Computing, Networking, Parallel & Distributed Systems, Mobile Computing and Service Computing (Web Service).
For More Details:
http://jpinfotech.org/final-year-ieee-projects/2014-ieee-projects/java-projects/
What's hot (7)
Traffic Profiles and Management for Support of Community Networks
Traffic Profiles and Management for Support of Community Networks
Social dynamics of FLOSS team communication across channels
Social dynamics of FLOSS team communication across channels
Applications Drive Secure Lightpath Creation Across Heterogeneous Domains
Applications Drive Secure Lightpath Creation Across Heterogeneous Domains
Viewers also liked
Michelle Koslow
Michelle Koslow taught elementary and special education before joining TEAM. She strived to integrate more technology into her lessons after joining TEAM and learning how to do so. Outside the classroom, she enjoys exercising, boxing, reading, spending time with family, and visiting Ron Clark's website for teaching tips. She collaborated with a group to create a cancer information website but it was underutilized. Her biggest success in TEAM was developing a website using CSS and she wants to continue learning more ways to integrate technology into daily lessons.
0502 Mid West Haze Event
The document summarizes a regional particulate matter (PM) event that occurred in the Midwestern United States from January 28th to February 7th, 2005. It provides an overview of the various data sources and tools used to analyze the event, including air quality monitors, satellite images, meteorological data and models. Key findings are that the event lasted 10 days, with peak concentrations lower than typical summer events but over a much longer period, and that different regions of the Midwest peaked at different times during the event.
Nueva
La Unión Europea ha acordado un paquete de sanciones contra Rusia por su invasión de Ucrania. Las sanciones incluyen restricciones a las importaciones de productos rusos de alta tecnología y a las exportaciones de bienes de lujo a Rusia. Además, se congelarán los activos de varios oligarcas rusos y se prohibirá el acceso de los bancos rusos a los mercados financieros de la UE.
Ai + Usabilidad
La Unión Europea ha acordado un paquete de sanciones contra Rusia por su invasión de Ucrania. Las sanciones incluyen restricciones a las transacciones con bancos rusos clave y la prohibición de la venta de aviones y equipos a Rusia. Los líderes de la UE esperan que las sanciones aumenten la presión económica sobre Rusia y la disuadan de continuar su agresión contra Ucrania.
Social Networking
The document discusses social networking and how libraries can use social networking tools. It provides an overview of common social networking sites like MySpace and Facebook. It also discusses how libraries have created pages on these sites and the opportunities and challenges of using social networking to engage patrons and achieve library goals. Examples of specific library social networking pages are given. Reasons both for and against libraries using social networking are explored.
Consumer Math Slides September 19, 2007
The bank statement and transaction record show different balances, so a statement of reconciliation is needed to explain the discrepancy between the two accounts. A reconciliation identifies and accounts for all transactions like deposits, withdrawals, fees, and interest that cause the balances to differ from one another. Completing the reconciliation will show why the balances do not match and adjust the accounts so the ending balances are the same.
Viewers also liked (6)
Similar to Ws For Aqm
2005-03-17 Air Quality Cluster TechTrack
The document discusses a federated information system called Dvoy that aims to integrate heterogeneous air quality data from different sources and provide uniform access. It does this through the use of wrappers that encapsulate data sources and mediators implemented as web services that resolve logical heterogeneity and allow for standardized querying of multidimensional data cubes. The system uses mediators and wrappers based on previous research to overcome issues of data access, translation and merging across different source schemas and formats.
Ws Stuff
The document discusses using a mediator-based architecture and web services to provide uniform access to distributed heterogeneous air quality data sources. Key points include:
- A mediator server can homogenize data coding/formatting from various sources, allowing users to access data through a simple universal interface while minimizing changes to data providers.
- Services like Dvoy use mediators and wrappers to resolve technical and logical heterogeneity across sources and provide multidimensional querying of spatial-temporal data cubes.
- This approach facilitates data sharing and integration for improved analysis to address challenges from secondary pollutants and more participatory management of air quality.
2005-05-11 Current Air Quality Information ‘Ecosystem’ (Draft for Feedback)
The document discusses current and future systems for air quality information. It describes how data is currently produced and provided by different agencies without interoperability. It proposes a future integrated system where data is exposed through portals, mediators uniformly wrap data and provide processing services, and analysts can program services to create customized products. It also describes the DataFed approach which uses mediation to provide uniform access to distributed air quality data from different providers.
050510 Esip Data Fed Smoke
The document discusses current and future systems for air quality information. It describes how current data is siloed across different providers and formats. A future integrated system is proposed where data is exposed through portals, mediators provide uniform access, and analysts can program services to create customized products from the distributed data resources. The infrastructure could be provided by ESIPFed and shared responsibility models between data providers and integrators.
070726 Igarss07 Barcelona
The document discusses a view-based mediated web service architecture called DataFed that federates distributed environmental science data sources. DataFed uses wrappers to provide uniform access to over 100 datasets from different providers. It allows tools to overlay, compare and fuse data in near real-time and delayed integration. The system delivers diverse information products to users through a service-oriented architecture and third-party mediation that homogenizes distributed data sources.
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
The document discusses the need for integrated air quality information systems and proposes a federated approach using web services and open standards. Key points:
- Current air quality data is siloed across different sources, making it difficult to access and analyze.
- The DataFed system advocates a federated approach where data providers maintain autonomy but expose data through wrappers and web services for unified access.
- DataFed structures heterogeneous data into "where-when-what cubes" to simplify accessing and exploring the data using slicing and dicing tools.
- The system demonstrates networking of diverse data types and analysis tools through open standards like OGC WCS to facilitate more informed decision making.
060314 Ispra Htap Presentations Husar 060314 Ispra
http://capitawiki.wustl.edu/index.php/20060314_Work_Group_Meeting_on_HTAP-Relevant_IT_Techniques%2C_Tools_and_Philosophies:_DataFed_Experience_and_Perspectives
050317 Ws Telecon Husar
1) The document discusses challenges researchers face in accessing and using Earth science data from different sources and the potential for web services to help address these challenges.
2) It proposes a service-oriented architecture where data and processing are distributed across a peer-to-peer network and users can compose chains of services to transform raw data into useful knowledge.
3) Key assertions are that web services technologies are promising for building applications to access and analyze distributed Earth science resources, but issues around service discovery, semantics, and dynamic behavior need to be addressed for their full potential to be realized.
070416 Egu Vienna Husar
The document discusses how networking and distributed systems can multiply the value of data and information by enabling greater access, sharing and novel combinations. It provides examples of how atmospheric science data from different sources has been federated through systems like DataFed to provide unified access and generate new integrated products and insights. While such approaches offer opportunities, challenges around overcoming resistances to more open sharing and networking remain.
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
The document discusses biomass smoke emissions and their characterization using multiple data sources and dimensions. It notes that fully describing particulate matter concentrations requires data on 8 dimensions including spatial, temporal, particle size, composition, shape, and mixtures. Characterizing smoke through different instruments and networks provides only a partial view of these dimensions. The challenges of integrating satellite, surface, and model data on smoke are discussed.
Linking HPC to Data Management - EUDAT Summer School (Giuseppe Fiameni, CINECA)
EUDAT and PRACE joined forces to help research communities gain access to high quality managed e-Infrastructures whose resources can be connected together to enable cross-utilization use cases and make them accessible without any technical barrier. The capability to couple data and compute resources together is considered one of the key factors to accelerate scientific innovation and advance research frontiers. The goal of this session was to present the EUDAT services, the results of the collaboration activity achieved so far and delivers a hands-on on how to write a Data Management Plan or DMP. The DMP is a useful instrument for researchers to reflect on and communicate about the way they will deal with their data. It prompts them to think about how they will generate, analyse and share data during their research project and afterwards.
Visit: https://www.eudat.eu/eudat-summer-school
THE DEVELOPMENT AND STUDY OF THE METHODS AND ALGORITHMS FOR THE CLASSIFICATIO...
This document summarizes a study on developing methods and algorithms for classifying data flows of cloud applications in the network of a virtual data center. The researchers developed a hybrid approach using data mining and machine learning methods to classify traffic flows in real-time. They created an algorithm for classifying and adaptively routing cloud application traffic flows, which was implemented as a module in the software-defined network controller. This solution aims to improve the efficiency of handling user requests to cloud applications and reduce response times.
Srds Pres011120
http://capitawiki.wustl.edu/index.php/20041113_Supersite_Relational_Database_Project:_%28Data_Portal%3F%29
2004-11-13 Supersite Relational Database Project: (Data Portal?)
The document discusses the design of a relational database system called the Supersite Relational Data System (SRDS) that would integrate air quality monitoring data from multiple Supersite projects and auxiliary datasets for cross-site analysis. It proposes using a star schema with dimensions for time, location, parameter, and method to facilitate querying and comparisons across different monitoring sites and projects. The schema would be extended as needed based on user requirements and consensus-building within the Supersite working groups.
2005-03-29 Web Services: ES Rationale and Assertions
The document discusses web services as a technology for building distributed applications and sharing resources over a network. It describes how web services allow data, services, and users to be distributed throughout a peer-to-peer network. Users can compose processing chains from reusable services to add value to data. This architecture helps users find and access resources while reducing their burden. The document also discusses some challenges with using web services, such as inadequate service catalogs and a lack of semantic interoperability.
2008-02-11: EPA DataFed Presentation
The document discusses integrating air quality and pollution data from different sources using standards-based networking approaches. It describes the DataFed system, which allows non-intrusive integration of diverse data types from local, regional and global sources through web services and reusable components. The summary highlights that DataFed has been applied to EPA policy and science needs but more collaboration is still needed to fully connect heterogeneous data sources and enable new insights.
Debbie Wilson: Deliver More Efficient, Joined-Up Services through Improved Ma...
Improved data management and sharing through the use of harmonized data specifications and open standards can enable organizations to deliver services more efficiently with reduced costs. Specifications like INSPIRE define common modeling approaches for environmental data that allow data to be joined from different sources. Case studies show how the Met Office and Land Registry leveraged such standards to build new data services quickly and transform legacy systems. Adopting modular, model-driven approaches facilitates the rapid development and deployment of applications to meet new business and user needs.
Centralized Data Verification Scheme for Encrypted Cloud Data Services
Cloud environment supports data sharing between multiple users. Data integrity is violated
due to hardware / software failures and human errors. Data owners and public verifiers are involved to
efficiently audit cloud data integrity without retrieving the entire data from the cloud server. File and
block signatures are used in the integrity verification process.
“One Ring to RUle Them All” (Oruta) scheme is used for privacy-preserving public auditing process. In
oruta homomorphic authenticators are constructed using Ring Signatures. Ring signatures are used to
compute verification metadata needed to audit the correctness of shared data. The identity of the signer
on each block in shared data is kept private from public verifiers. Homomorphic authenticable ring
signature (HARS) scheme is applied to provide identity privacy with blockless verification. Batch
auditing mechanism supports to perform multiple auditing tasks simultaneously. Oruta is compatible
with random masking to preserve data privacy from public verifiers. Dynamic data management process
is handled with index hash tables. Traceability is not supported in oruta scheme. Data dynamism
sequence is not managed by the system. The system obtains high computational overhead
The proposed system is designed to perform public data verification with privacy. Traceability features
are provided with identity privacy. Group manager or data owner can be allowed to reveal the identity of
the signer based on verification metadata. Data version management mechanism is integrated with the
system.
HIGH-IMPACT USE CASES POWERED BY NEXT-GENERATION NETWORK ANALYTICS
The advent of hybrid clouds, multi clouds and app driven business models hasnecessitated a network that has to be robust, secure and scalable to meet rapidly changing business expectations.
International Journal of Network Security & Its Applications (IJNSA)
This document contains summaries of multiple papers on topics related to network and information security. The papers discuss intrusion detection systems using genetic algorithms and the KDD99 dataset, security risks of cloud computing implementations in enterprises, security challenges and solutions for vehicular ad hoc networks, and security issues and potential solutions for cloud computing, big data, Hadoop and MapReduce environments. The document provides links to the full papers and cites the number of times each paper has been referenced by other works.
Similar to Ws For Aqm (20)
2005-05-11 Current Air Quality Information ‘Ecosystem’ (Draft for Feedback)
2005-05-11 Current Air Quality Information ‘Ecosystem’ (Draft for Feedback)
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
060314 Ispra Htap Presentations Husar 060314 Ispra
060314 Ispra Htap Presentations Husar 060314 Ispra
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
Linking HPC to Data Management - EUDAT Summer School (Giuseppe Fiameni, CINECA)
Linking HPC to Data Management - EUDAT Summer School (Giuseppe Fiameni, CINECA)
THE DEVELOPMENT AND STUDY OF THE METHODS AND ALGORITHMS FOR THE CLASSIFICATIO...
THE DEVELOPMENT AND STUDY OF THE METHODS AND ALGORITHMS FOR THE CLASSIFICATIO...
2004-11-13 Supersite Relational Database Project: (Data Portal?)
2004-11-13 Supersite Relational Database Project: (Data Portal?)
2005-03-29 Web Services: ES Rationale and Assertions
2005-03-29 Web Services: ES Rationale and Assertions
Debbie Wilson: Deliver More Efficient, Joined-Up Services through Improved Ma...
Debbie Wilson: Deliver More Efficient, Joined-Up Services through Improved Ma...
Centralized Data Verification Scheme for Encrypted Cloud Data Services
Centralized Data Verification Scheme for Encrypted Cloud Data Services
HIGH-IMPACT USE CASES POWERED BY NEXT-GENERATION NETWORK ANALYTICS
HIGH-IMPACT USE CASES POWERED BY NEXT-GENERATION NETWORK ANALYTICS
International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)
More from Rudolf Husar
100528 satellite obs_china_husar
This document discusses the challenges of characterizing air pollution using remote sensing observations over China. It describes the seven dimensions of data - spatial, height, time, particle size, composition, shape, and mixing - needed to fully characterize air pollution. While each individual observation method or data set has limitations, together they can provide consistent global-scale observations. There remain significant challenges to integrating data from multiple sensors to accurately measure air pollution. International collaboration combining global satellite data with detailed local observations in China may help advance progress in addressing this issue.
2013-04-30 EE DSS Approach and Demo
The document describes the Exceptional Event Decision Support System (EE DSS), a tool to help states and EPA regions implement the EPA's Exceptional Events Rule. The EE DSS uses air quality, meteorological, and other data to screen for exceedances and flag those likely caused by exceptional events like dust storms, wildfires, or July 4th fireworks. It aims to minimize the technical hurdles of the EE rule and provide a uniform, transparent methodology. The document outlines the EE DSS's data sources and modeling, screening approach, tools for visualizing events, and provides an example demo of the system in action.
Exceptional Event Decision Support System Description
This slideshow is a brief description of the Exceptional Event Decision Support System Description (EE DSS).
130205 epa exc_event_seminar
This document summarizes Rudolf Husar's presentation on exceptional event analysis and decision support systems. It discusses using diverse data like satellites, models, and real-time monitoring to evaluate exceptional events like wildfires, dust storms, and their impact on air quality measurements. Specific examples are presented of exceptional events from dust from Asia and Africa impacting North America, as well as wildfires in Georgia impacting ozone and PM2.5 levels. Tools like the Navy Aerosol Analysis and Prediction System model and satellite data are highlighted for their ability to analyze the transport and impact of these aerosol plumes to support regulatory decisions. The goal of reconciliation of emissions, observations, and models is discussed to improve the evaluation of exceptional events
130205 epa ee_presentation_subm
Rudolf B. Husar presented at the EPA on exceptional smoke and dust events. He discussed using diverse data like satellites, models, and real-time data in a decision support system to evaluate these events. The NAAPS aerosol model assimilates satellite data to provide the 3D structure of smoke, dust, and other aerosols. Long-term NAAPS data from 2006 to present show the vertical distribution of different aerosols. Satellite data help reduce biases between surface PM measurements and air quality models.
111018 geo sif_aq_interop
The document discusses the Air Quality Community of Practice (AQ CoP) which facilitates interoperability and data networking for air quality and health applications. The AQ CoP has developed an open-source Air Quality Data Network (ADN) consisting of 7 interoperable air quality data servers that provide access to diverse observational and model datasets using international standards. The ADN demonstrates GEO principles and infrastructure but requires further development to support real applications. The main role of the AQ CoP is to connect different initiatives and enable the ADN network.
110823 solta11 intro
The workshop will bring together practitioners from Europe and North America to discuss progress and challenges in realizing an interoperable air quality data network. Participants will assess the current state of the pilot network, address key technical issues around data standards, server implementation and maintenance, and catalog design. The goal is to advance the network from a virtual concept to an operational reality, facilitating improved access, integration and reuse of air quality observation and model data.
110823 data fed_solta11
The document describes DataFed, a federated data system that provides non-intrusive integration of diverse environmental datasets using open standards. DataFed allows users to find and access datasets through a catalog and flexible tools for processing and visualizing the data. It facilitates publishing, finding, and accessing geospatial and environmental data through loose coupling of autonomous nodes and OGC web service protocols.
110510 aq co_p_network
This document discusses the emerging pattern in the air quality information ecosystem. It notes that individual data providers, scientists, and decision supporters are being replaced by groups that facilitate access, sharing, and integration. These include data portals, science teams, and decision support systems. The ecosystem involves multiple stages from observations to decisions, with value added at each stage through activities like data aggregation, scientific collaboration, and predictive analysis. This new structure is more efficient and supports the goals of initiatives like GEOSS.
110509 aq co_p_solta
The document discusses a workshop on networking air quality observations and models to support decision making. The workshop aims to (1) introduce participants and identify shared data and applications, (2) exchange best practices for interoperability, and (3) address technical and collaboration issues. The preliminary agenda covers assessing the current state of air quality interoperability and the technical requirements for improved data sharing and integration to support applications and decision support systems.
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
The document summarizes the exploration of PM networks and data over the US using two datasets: AQS and VIEWS. It presents information on the coverage and frequency of EPA monitoring data, as well as data from the VIEWS network. It also describes the user interface for the Datafed browser and schemes for processing and aggregating raw monitoring data spatially and temporally. Finally, it analyzes the spatial and temporal variation of PM levels and the correlation between continuous and EPA monitoring data in different regions of the US.
110410 aq user_req_methodology_sydney_subm
This document proposes a methodology to determine user requirements for Earth observations related to air quality management. The methodology is a bottom-up approach that (1) defines the major workflow steps of air quality management, (2) identifies the value-adding activities within each step, (3) determines the participants ("users") for each activity, and (4) establishes the Earth observation needs of each user. The methodology is intended to facilitate ongoing feedback to optimize the value of Earth observations for air quality management and reduce gaps. It provides a systematic way to account for user needs based on the specific activities and users involved in the air quality management process.
110408 aq co_p_uic_sydney_husar
This document provides a 2011 progress report for the GEOSS Air Quality Community of Practice (AQ CoP). It summarizes activities undertaken in 2011, including developing an air quality data server software to make data more accessible and interoperable, creating a user requirements registry to identify needed observations and models, and matching user needs with available data through a community catalog. It outlines ongoing projects and plans to further expand the air quality data network through coordination and workshops in 2011. The overall goal is to integrate air quality initiatives and make relevant data more findable, accessible and interoperable to support applications in air quality and health.
110105 htap pilot_aqco_p_esip_dc
The document describes the HTAP Data Network, which demonstrates a service-oriented approach to sharing atmospheric model outputs and air quality observations between various data servers using open standards. The main output is open-source WCS data server software and tools that allow different organizations to publish, find, and access distributed air quality data holdings in a interoperable way as part of the GEO Task DA-09-02d: Atmospheric Model Evaluation Network. The network aims to connect air quality data providers and users to enable effective air quality science and management.
100615 htap network_brussels
The REASoN Project will link NASA's air quality data, modeling, and systems to users in research, education, and applications. It aims to address hurdles users face in finding, accessing, evaluating, and merging relevant data. The project will utilize service orientation and interoperability standards to build an adaptable information infrastructure. This will include becoming a node on the air quality network, implementing standards for sharing data and tools, and participating in the GEOSS Architecture Implementation Pilot.
121117 eedss briefing_nasa_epa
This document summarizes the Exceptional Event Decision Support System (EE DSS) which uses NASA satellite data and the Navy Aerosol Analysis and Prediction System (NAAPS) model to help with air quality management decisions regarding exceptional events like smoke and dust events. The EE DSS has been developed since 2005 with NASA support and is now ready to serve air quality management at the federal, regional, and state levels. It can automatically detect and analyze events, display relevant data through interactive maps and cross-sections, and its tools have helped explain declines in exceptional event flags and PM2.5 concentrations from 2006-2012. Coordination is proposed with NASA and EPA for continued application of the EE DSS to smoke and dust events in
120910 nasa satellite_outline
This document discusses the usefulness of satellite observations for air quality applications and regulatory requirements. It outlines six key air quality requirements that satellites can help address, such as determining compliance with air quality standards and identifying long-range pollution transport events. The document also notes how satellites can help improve emissions estimates, characterize long-range transport of pollution, and increase interaction between air quality and remote sensing scientists. However, it cautions that relating satellite aerosol optical depth measurements directly to ground-level PM concentrations currently has too much uncertainty for regulatory or public health applications.
120612 geia closure_ofeo_ms_soa_subm
The document discusses tools for closing the gap between emissions, observations, and models of air quality. It proposes a service oriented architecture and network to integrate multiple datasets from observations, emissions, and models. This would allow iterative evaluation and improvement of models by comparing them to observations and adjusting emissions estimates to reduce biases. The end goal is to provide the best available composition of the atmosphere by integrating the best observations, emissions estimates, and models.
110414 extreme dustsmokesulfate
This proposal outlines a study on the influence of weather and climate events on air quality issues like dust, smoke, and sulfate events. The study would examine these events at both the continental/hemispherical scale and regional scale. At the continental scale, the analysis would demonstrate the role of global climate and emissions and identify tipping points for air quality regulations. At the regional scale, the study would analyze the effects of regional emissions, climate, and precipitation on air quality. The proposal describes tools and methods for conducting continental and regional air quality-climate analysis, including models, datasets, and satellite data. The goals are to support air quality management and identify implications for policy.
Aq Gci Infrastructure
The document discusses various applications of air quality data including regulatory exceptions, hemispheric transport projects, and atmospheric composition portals. It also describes the Air Quality Community of Practice's contributions to the GEOSS Common Infrastructure through developing an air quality community catalog and data finder to help users discover and access air quality data and metadata registered in the GEOSS clearinghouse and registry.
More from Rudolf Husar (20)
Exceptional Event Decision Support System Description
Exceptional Event Decision Support System Description
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
Recently uploaded
The Genesis of BriansClub.cm Famous Dark WEb Platform
BriansClub.cm, a famous platform on the dark web, has become one of the most infamous carding marketplaces, specializing in the sale of stolen credit card data.
2024-6-01-IMPACTSilver-Corp-Presentation.pdf
IMPACT Silver is a pure silver zinc producer with over $260 million in revenue since 2008 and a large 100% owned 210km Mexico land package - 2024 catalysts includes new 14% grade zinc Plomosas mine and 20,000m of fully funded exploration drilling.
Call 8867766396 Satta Matka Dpboss Matka Guessing Satta batta Matka 420 Satta...
CALL 8867766396 SATTA MATKA | DPBOSS | KALYAN MAIN BAZAR | FAST MATKA | DPBOSS GUESSING | TARA MATKA | KALYAN CHART | MATKA BOSS
Taurus Zodiac Sign: Unveiling the Traits, Dates, and Horoscope Insights of th...
Dive into the steadfast world of the Taurus Zodiac Sign. Discover the grounded, stable, and logical nature of Taurus individuals, and explore their key personality traits, important dates, and horoscope insights. Learn how the determination and patience of the Taurus sign make them the rock-steady achievers and anchors of the zodiac.
Digital Transformation Frameworks: Driving Digital Excellence
[To download this presentation, visit:
https://www.oeconsulting.com.sg/training-presentations]
This presentation is a curated compilation of PowerPoint diagrams and templates designed to illustrate 20 different digital transformation frameworks and models. These frameworks are based on recent industry trends and best practices, ensuring that the content remains relevant and up-to-date.
Key highlights include Microsoft's Digital Transformation Framework, which focuses on driving innovation and efficiency, and McKinsey's Ten Guiding Principles, which provide strategic insights for successful digital transformation. Additionally, Forrester's framework emphasizes enhancing customer experiences and modernizing IT infrastructure, while IDC's MaturityScape helps assess and develop organizational digital maturity. MIT's framework explores cutting-edge strategies for achieving digital success.
These materials are perfect for enhancing your business or classroom presentations, offering visual aids to supplement your insights. Please note that while comprehensive, these slides are intended as supplementary resources and may not be complete for standalone instructional purposes.
Frameworks/Models included:
Microsoft’s Digital Transformation Framework
McKinsey’s Ten Guiding Principles of Digital Transformation
Forrester’s Digital Transformation Framework
IDC’s Digital Transformation MaturityScape
MIT’s Digital Transformation Framework
Gartner’s Digital Transformation Framework
Accenture’s Digital Strategy & Enterprise Frameworks
Deloitte’s Digital Industrial Transformation Framework
Capgemini’s Digital Transformation Framework
PwC’s Digital Transformation Framework
Cisco’s Digital Transformation Framework
Cognizant’s Digital Transformation Framework
DXC Technology’s Digital Transformation Framework
The BCG Strategy Palette
McKinsey’s Digital Transformation Framework
Digital Transformation Compass
Four Levels of Digital Maturity
Design Thinking Framework
Business Model Canvas
Customer Journey Map
Top mailing list providers in the USA.pptx
Discover the top mailing list providers in the USA, offering targeted lists, segmentation, and analytics to optimize your marketing campaigns and drive engagement.
Anny Serafina Love - Letter of Recommendation by Kellen Harkins, MS.
This letter, written by Kellen Harkins, Course Director at Full Sail University, commends Anny Love's exemplary performance in the Video Sharing Platforms class. It highlights her dedication, willingness to challenge herself, and exceptional skills in production, editing, and marketing across various video platforms like YouTube, TikTok, and Instagram.
Dpboss Matka Guessing Satta Matta Matka Kalyan Chart Satta Matka
Dpboss Matka Guessing Satta Matta Matka Kalyan Chart Satta Matka➒➌➎➏➑➐➋➑➐➐Dpboss Matka Guessing Satta Matka Kalyan Chart Indian Matka
Dpboss Matka Guessing Satta Matta Matka Kalyan Chart Indian Matka Indian satta Matka Dpboss Matka Kalyan Chart Matka Boss otg matka Guessing Satta HOW TO START UP A COMPANY A STEP-BY-STEP GUIDE.pdf
How to Start Up a Company: A Step-by-Step Guide Starting a company is an exciting adventure that combines creativity, strategy, and hard work. It can seem overwhelming at first, but with the right guidance, anyone can transform a great idea into a successful business. Let's dive into how to start up a company, from the initial spark of an idea to securing funding and launching your startup.
Introduction
Have you ever dreamed of turning your innovative idea into a thriving business? Starting a company involves numerous steps and decisions, but don't worry—we're here to help. Whether you're exploring how to start a startup company or wondering how to start up a small business, this guide will walk you through the process, step by step.
Creative Web Design Company in Singapore
At Techbox Square, in Singapore, we're not just creative web designers and developers, we're the driving force behind your brand identity. Contact us today.
Creative Web Design Company in Singapore
At Techbox Square, in Singapore, we're not just creative web designers and developers, we're the driving force behind your brand identity. Contact us today.
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...❼❷⓿❺❻❷❽❷❼❽ Dpboss Kalyan Satta Matka Guessing Matka Result Main Bazar chart
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Final ank Satta Matka Dpbos Final ank Satta Matta Matka 143 Kalyan Matka Guessing Final Matka Final ank Today Matka 420 Satta Batta Satta 143 Kalyan Chart Main Bazar Chart vip Matka Guessing Dpboss 143 Guessing Kalyan night Hamster Kombat' Telegram Game Surpasses 100 Million Players—Token Release Sch...
Hamster Kombat' Telegram Game Surpasses 100 Million Players—Token Release Schedule Unveiled
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
The Radar reflects input from APCO’s teams located around the world. It distils a host of interconnected events and trends into insights to inform operational and strategic decisions. Issues covered in this edition include:
How to Implement a Strategy: Transform Your Strategy with BSC Designer's Comp...
The Strategy Implementation System offers a structured approach to translating stakeholder needs into actionable strategies using high-level and low-level scorecards. It involves stakeholder analysis, strategy decomposition, adoption of strategic frameworks like Balanced Scorecard or OKR, and alignment of goals, initiatives, and KPIs.
Key Components:
- Stakeholder Analysis
- Strategy Decomposition
- Adoption of Business Frameworks
- Goal Setting
- Initiatives and Action Plans
- KPIs and Performance Metrics
- Learning and Adaptation
- Alignment and Cascading of Scorecards
Benefits:
- Systematic strategy formulation and execution.
- Framework flexibility and automation.
- Enhanced alignment and strategic focus across the organization.
Authentically Social by Corey Perlman - EO Puerto Rico
Authentically Social by Corey Perlman - EO Puerto RicoCorey Perlman, Social Media Speaker and Consultant
Social media for business Part 2 Deep Dive: Navigating the 2024 Slowdown
Introduction
The global retail industry has weathered numerous storms, with the financial crisis of 2008 serving as a poignant reminder of the sector's resilience and adaptability. However, as we navigate the complex landscape of 2024, retailers face a unique set of challenges that demand innovative strategies and a fundamental shift in mindset. This white paper contrasts the impact of the 2008 recession on the retail sector with the current headwinds retailers are grappling with, while offering a comprehensive roadmap for success in this new paradigm.
-- June 2024 is National Volunteer Month --
Check out our June display of books on voluntary organisations
The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
Leaders who possess self-awareness deeply understand their emotions, strengths, and weaknesses.
Recently uploaded (20)
The Genesis of BriansClub.cm Famous Dark WEb Platform
The Genesis of BriansClub.cm Famous Dark WEb Platform
Call 8867766396 Satta Matka Dpboss Matka Guessing Satta batta Matka 420 Satta...
Call 8867766396 Satta Matka Dpboss Matka Guessing Satta batta Matka 420 Satta...
Taurus Zodiac Sign: Unveiling the Traits, Dates, and Horoscope Insights of th...
Taurus Zodiac Sign: Unveiling the Traits, Dates, and Horoscope Insights of th...
Digital Transformation Frameworks: Driving Digital Excellence
Digital Transformation Frameworks: Driving Digital Excellence
Anny Serafina Love - Letter of Recommendation by Kellen Harkins, MS.
Anny Serafina Love - Letter of Recommendation by Kellen Harkins, MS.
Dpboss Matka Guessing Satta Matta Matka Kalyan Chart Satta Matka
Dpboss Matka Guessing Satta Matta Matka Kalyan Chart Satta Matka
HOW TO START UP A COMPANY A STEP-BY-STEP GUIDE.pdf
HOW TO START UP A COMPANY A STEP-BY-STEP GUIDE.pdf
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
❼❷⓿❺❻❷❽❷❼❽ Dpboss Matka Result Satta Matka Guessing Satta Fix jodi Kalyan Fin...
Hamster Kombat' Telegram Game Surpasses 100 Million Players—Token Release Sch...
Hamster Kombat' Telegram Game Surpasses 100 Million Players—Token Release Sch...
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
The APCO Geopolitical Radar - Q3 2024 The Global Operating Environment for Bu...
How to Implement a Strategy: Transform Your Strategy with BSC Designer's Comp...
How to Implement a Strategy: Transform Your Strategy with BSC Designer's Comp...
Authentically Social by Corey Perlman - EO Puerto Rico
Authentically Social by Corey Perlman - EO Puerto Rico
The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
The Heart of Leadership_ How Emotional Intelligence Drives Business Success B...
Ws For Aqm
- 3. IT needs and Capabilities: Web Services Community interaction during events through virtual workgroup sites; quantitative now-casting and observation-augmented forecasting Smoke event summary and forecast suitably packaged and delivered for agency and public decision makers Uncoordinated event monitoring, serendipitous and limited analysis. Event summary by qualitative description and illustration Smoke event summary and forecast for managers (air quality, aviation safety) and the public Services linking tools Service chaining languages for building web applications; Data browsers, data processing chains; Tools for navigating spatio-temporal data; User-defined views of the smoke; Conceptual framework for merging satellite, surface and modeling data Most tools are personal, dataset specific and ‘hand made’ Analysis tools for data browsing, fusion and data/model integration Web services for data registration, geo-time-parameter referencing, non-intrusive addition of ad hoc data; communal tools for data finding, extracting Agents (services) to seamlessly access distributed data and provide uniformly presented views of the smoke. Human analysts access a fraction of a subset of qualitative satellite images and some surface monitoring data, Limited real-time data downloaded from providers, extracted, geo-time-param-coded, etc. by each analyst Real-time access to routine and ad-hoc fire, smoke, transport data/ and models How to get there New capabilities Current state IT need vision
- 7. Generic Data Flow and Processing for Browsing DataView 1 Data Processed Data Portrayed Data Process Data Portrayal/ Render Abstract Data Access View Wrapper Physical Data Abstract Data Physical Data Resides in autonomous servers; accessed non-intrusively by data and view-specific wrappers Abstract Data Abstract data slices are requested by viewers; uniform data are delivered by wrapper services DataView 2 DataView 3 View Data Processed data are delivered to the user as multi-layer views by portrayal and overlay web services Processed Data Data passed through filtering, aggregation, fusion and other processing web services