Community Intercomparison Suite
|
|
- Conrad Baldwin
- 7 years ago
- Views:
Transcription
1 NCAS Research Forum on Data Archiving and Visualisation York 08/09/2015 Philip Stier, Nick Schutgens, Duncan Watson-Parris Department of Physics, University of Oxford Bryan Lawrence, Philip Kershaw Centre for Environmental Data Archival Analysis, NERC/STFC Climate Processes Group
2 Maximising observational constraints Intercomparison of data and models crucial for all aspects of climate and earth system science: Climate Processes Group
3 Maximising observational constraints Intercomparison of data and models crucial (but difficult) for all aspects of climate and earth system science: Evaluation of aerosols in HadGEM-UKCA: MODIS satellite imager (irregular lat/lon, HDF) AATSR/ESA CCI satellite imager (irregular lat/lon, netcdf) CALIOP satellite lidar (irregular lat/lon/alt, HDF) AERONET sunphotometer network (lat/lon, ASCII) In-situ aircraft data (irregular lat/lon/alt/pres, ASCII, netcdf,..) In-situ surface networks (irregular lat/lon, ASCII, ) Climate Processes Group
4 Maximising observational constraints Intercomparison of data and models crucial for all aspects of climate and earth system science: Context for in-situ aircraft measurements: MODIS satellite imager (irregular lat/lon, HDF) AATSR/ESA CCI satellite imager (irregular lat/lon, netcdf) CALIOP satellite lidar (irregular lat/lon/alt, HDF) AERONET sunphotometer network (lat/lon, ASCII) HadGEM-UKCA simulations (lat/lon, hybrid height, netcdf) In-situ surface networks (irregular lat/lon, ASCII, ) Climate Processes Group
5 CIS: open source python toolbox Generic tool to read, colocate, aggregate, analyse, visualise datasets Handling of complex gridded and ungridded data in many formats Simple command line syntax with many options Flexible approach through plug-ins, e.g. for new data sources Open source software & deployed for community use on JASMIN Read Plug- ins for gridded and ungridded data Analyse Colocation, Aggregation, Statistics, Algebra Output Plots, statistics, data in netcdf CEDA Database Web interface
6 Global Aerosol Synthesis and Science Project synthesized aircraft data in GASSP netcdf: Read-in and plotting of many datasets reduced to one simple command GASSP Data Collection & Harmonisation BAMS paper Reddington et al. (in prep.)
7 GASSP aircraft data cis plot ALT:*.nc --nasabluemarble Complex analysis: Read model and AERONET Colocate spatially and temporally Difference colocated data Plot Requires only 6 lines of CIS commands
8 GASSP aircraft data GASSP aircraft cis plot ALT:*.nc --nasabluemarble MODIS AOD CloudSat SEVIRI CALIOP Plug- in interface for new data Community Intercomparison Suite
9 Colocation Colocation method: 1. Specify searchbox Horizontal distance Vertical distance Time separation 2. Specify operation Nearest neighbour (time) Nearest neighbour (space) Average User plug-in CIS col <native file> <native variable>:<native file>:<colocation method> - o <file> This file provides the new spatio- temporal sampling This file provides the data that will be resampled Nearest neighbour or linear interpolation Output (netcdf)
10 Colocation of UKCA model to GASSP aircraft data: ICEALOT CCN measurements Simulated CCN Difference Colocation of hybrid-height model coordinates and data on height/pressure CIS produces netcdf output for subsequent analysis
11 Community Intercomparison Suite
12
13
14 CIS user workshop Draft agenda Welcome and showcase 9:00 9:30 Basic interface and workflow introduction 9:30 10:00 Hands- on with CIS session I: Plotting 10:00 10:45 Break 10:45 11:15 Collocation sampling considerations 11:15 11:45 Collocation command introduction 11:45 12:00 Hands on with CIS session II: Collocation 12:00 13:00 Lunch 13:00 14:00 CIS as a Python library 14:00 14:30 Contributing to CIS 14:30 14:40 Plugin development 14:40 15:40 Break 15:40 16:00 Hands on with CIS session III: Plugin development 16:00 17:30
15 CIS: open source python toolbox Generic tool to read, colocate, aggregate, analyse, visualise datasets Handling of complex gridded and ungridded data in many formats Simple command line syntax with many options Flexible approach through plug-ins, e.g. for new data sources Open source software & deployed for community use on JASMIN Read Plug- ins for gridded and ungridded data Analyse Colocation, Aggregation, Statistics, Algebra Output Plots, statistics, data in netcdf CEDA Database Web interface
16 CIS: open source python toolbox Generic tool to read, colocate, aggregate, analyse, visualise datasets Handling of complex gridded and ungridded data in many formats Simple command line syntax with many options Flexible approach through plug-ins, e.g. for new data sources Open source software & deployed for community use on JASMIN Read Plug- ins for gridded and ungridded data Analyse Colocation, Aggregation, Statistics, Algebra Output Plots, statistics, data in netcdf CEDA Database Web interface
17 Conclusions Summary: Status: CIS is an open source python toolbox to read, colocate, aggregate, analyse, visualise datasets CIS is available as open source software & deployed for community use on JASMIN CIS is generic and applicable to a wide range of user communities CIS has been developed on intermittent funding from STFC and NERC CIS 1.2 and webpage are ready and will be shortly announced to community CIS is being used by RAL for EUMETSAT projects and in the NERC IMPALA and CLARIFY projects CIS is currently unfunded and as capability not suitable for NERC funding routes We need funding to further develop CIS and to support community Future work: Robust integration with elastic search of data archived at CEDA/CEMS Need for a project webpage toolkit integrating CIS and elastic search
JASMIN Cloud ESGF and UV- CDAT Conference 09-11 December 2014 STFC / Stephen Kill
JASMIN Cloud ESGF and UV- CDAT Conference 09-11 December 2014 STFC / Stephen Kill Philip Kershaw (1, 2), Jonathan Churchill (5), Bryan Lawrence (1, 3, 4), Stephen Pascoe (1, 4) and MaE Pritchard (1) Centre
More informationJASMIN and CEMS: An Overview
JASMIN and CEMS: An Overview Alison Pamment On behalf of the JASMIN team (STFC:SCD, STFC/NERC:CEDA, NERC:NCAS, NERC:NCEO) Setting the scene Overview of JASMIN/CEMS Funding Who runs it Purpose and usage
More informationSatellite Products and Dissemination: Visualization and Data Access
Satellite Products and Dissemination: Visualization and Data Access Gregory Leptoukh GES DISC, NASA GSFC Dana Ostrenga GES DISC, NASA GSFC Introduction The Goddard Earth Sciences Data and Information Services
More informationSatellite'&'NASA'Data'Intro'
Satellite'&'NASA'Data'Intro' Research'vs.'Opera8ons' NASA':'Research'satellites' ' ' NOAA/DoD:'Opera8onal'Satellites' NOAA'Polar'Program:'NOAA>16,17,18,19,NPP' Geosta8onary:'GOES>east,'GOES>West' DMSP'series:'SSM/I,'SSMIS'
More informationBig Data and the Earth Observation and Climate Modelling Communities: JASMIN and CEMS
Big Data and the Earth Observation and Climate Modelling Communities: JASMIN and CEMS Workshop on the Future of Big Data Management 27-28 June 2013 Philip Kershaw Centre for Environmental Data Archival
More informationBig Data and Cloud Computing for GHRSST
Big Data and Cloud Computing for GHRSST Jean-Francois Piollé (jfpiolle@ifremer.fr) Frédéric Paul, Olivier Archer CERSAT / Institut Français de Recherche pour l Exploitation de la Mer Facing data deluge
More informationPART 1. Representations of atmospheric phenomena
PART 1 Representations of atmospheric phenomena Atmospheric data meet all of the criteria for big data : they are large (high volume), generated or captured frequently (high velocity), and represent a
More informationMSG-SEVIRI cloud physical properties for model evaluations
Rob Roebeling Weather Research Thanks to: Hartwig Deneke, Bastiaan Jonkheid, Wouter Greuell, Jan Fokke Meirink and Erwin Wolters (KNMI) MSG-SEVIRI cloud physical properties for model evaluations Cloud
More informationCEDA Storage. Dr Matt Pritchard. Centre for Environmental Data Archival (CEDA) www.ceda.ac.uk
CEDA Storage Dr Matt Pritchard Centre for Environmental Data Archival (CEDA) www.ceda.ac.uk How we store our data NAS Technology Backup JASMIN/CEMS CEDA Storage Data stored as files on disk. Data is migrated
More informationNorwegian Satellite Earth Observation Database for Marine and Polar Research http://normap.nersc.no USE CASES
Norwegian Satellite Earth Observation Database for Marine and Polar Research http://normap.nersc.no USE CASES The NORMAP Project team has prepared this document to present functionality of the NORMAP portal.
More informationThe OPTIRAD Platform: Cloud-hosted IPython Notebooks for collaborative EO Data Analysis and Processing
JASMIN (STFC/Stephen Kill) The OPTIRAD Platform: Cloud-hosted IPython Notebooks for collaborative EO Data Analysis and Processing ESA EO Open Science 2.0 Conference 12-14 October 2015 Philip Kershaw (CEDA),
More informationNASA's Strategy and Activities in Server Side Analytics
NASA's Strategy and Activities in Server Side Analytics Tsengdar Lee, Ph.D. High-end Computing Program Manager NASA Headquarters Presented at the ESGF/UVCDAT Conference Lawrence Livermore National Laboratory
More informationReprojecting MODIS Images
Reprojecting MODIS Images Why Reprojection? Reasons why reprojection is desirable: 1. Removes Bowtie Artifacts 2. Allows geographic overlays (e.g. coastline, city locations) 3. Makes pretty pictures for
More informationValidation of SEVIRI cloud-top height retrievals from A-Train data
Validation of SEVIRI cloud-top height retrievals from A-Train data Chu-Yong Chung, Pete N Francis, and Roger Saunders Contents Introduction MO GeoCloud AVAC-S Long-term monitoring Comparison with OCA Summary
More informationJASMIN: the Joint Analysis System for big data. Bryan Lawrence
JASMIN: the Joint Analysis System for big data. JASMIN is designed to deliver a shared data infrastructure for the UK environmental science community. We describe the hybrid batch/cloud environment and
More informationMcIDAS-V - A powerful data analysis and visualization tool for multi and hyperspectral environmental satellite data
McIDAS-V - A powerful data analysis and visualization tool for multi and hyperspectral environmental satellite data Thomas Achtor, Thomas Rink, Thomas Whittaker, David Parker and David Santek Space Science
More informationOutcomes of the CDS Technical Infrastructure Workshop
Outcomes of the CDS Technical Infrastructure Workshop Baudouin Raoult Baudouin.raoult@ecmwf.int Funded by the European Union Implemented by Evaluation & QC function C3S architecture from European commission
More informationScientific Data Management and Dissemination
Federal GIS Conference February 9 10, 2015 Washington, DC Scientific Data Management and Dissemination John Fry Solution Engineer, Esri jfry@esri.com Agenda Background of Scientific Data Management through
More informationEXPLORING NASA AND ESA ATMOSPHERIC DATA USING GIOVANNI, THE ONLINE VISUALIZATION AND ANALYSIS TOOL
EXPLORING NASA AND ESA ATMOSPHERIC DATA USING GIOVANNI, THE ONLINE VISUALIZATION AND ANALYSIS TOOL Gregory Leptoukh (1), Steve Cox (2), John Farley (2), Arun Gopalan (2), Jianping Mao (2), Stephen Berrick
More informationSelected Ac)vi)es Overseen by the WDAC
Selected Ac)vi)es Overseen by the WDAC Some background obs4mips ana4mips CREATE- IP (in planning stage) Contribu)ons from: M. Bosilovich, O. Brown, V. Eyring, R. Ferraro., P. Gleckler, R. Joseph, J. PoQer,
More information<Insert Picture Here> Data Management Innovations for Massive Point Cloud, DEM, and 3D Vector Databases
Data Management Innovations for Massive Point Cloud, DEM, and 3D Vector Databases Xavier Lopez, Director, Product Management 3D Data Management Technology Drivers: Challenges & Benefits
More informationLand Product Validation
CEOS WGCV Land Product Validation Sub-Group Joanne Nightingale 1, Jaime Nickeson 1 & Gabriela Schaepman-Strub 2 ( 1 Sigma Space Corp / NASA GSFC, 2 University of Zurich) ~ With input from LPV Focus Group
More informationNetCDF and HDF Data in ArcGIS
2013 Esri International User Conference July 8 12, 2013 San Diego, California Technical Workshop NetCDF and HDF Data in ArcGIS Nawajish Noman Kevin Butler Esri UC2013. Technical Workshop. Outline NetCDF
More informationhttp://www.isac.cnr.it/~ipwg/
The CGMS International Precipitation Working Group: Experience and Perspectives Vincenzo Levizzani CNR-ISAC, Bologna, Italy and Arnold Gruber NOAA/NESDIS & Univ. Maryland, College Park, MD, USA http://www.isac.cnr.it/~ipwg/
More informationGSICS Working Group on Data Management
GSICS Working Group on Data Management Chair Report Volker Gärtner volker.gaertner@eumetsat.int lide: 1 GDWG Chair report, 19 February 2008 Topics for GDWG-II Discussion GSICS Cooperation Servers Data
More informationMetadata for Data Discovery: The NERC Data Catalogue Service. Steve Donegan
Metadata for Data Discovery: The NERC Data Catalogue Service Steve Donegan Introduction NERC, Science and Data Centres NERC Discovery Metadata The Data Catalogue Service NERC Data Services Case study:
More informationWorking with Digital Elevation Models and Digital Terrain Models in ArcMap 9
Working with Digital Elevation Models and Digital Terrain Models in ArcMap 9 1 TABLE OF CONTENTS INTRODUCTION...3 WORKING WITH DIGITAL TERRAIN MODEL (DTM) DATA FROM NRVIS, CITY OF KITCHENER, AND CITY OF
More informationA Project to Create Bias-Corrected Marine Climate Observations from ICOADS
A Project to Create Bias-Corrected Marine Climate Observations from ICOADS Shawn R. Smith 1, Mark A. Bourassa 1, Scott Woodruff 2, Steve Worley 3, Elizabeth Kent 4, Simon Josey 4, Nick Rayner 5, and Richard
More informationAddendum to the CMIP5 Experiment Design Document: A compendium of relevant emails sent to the modeling groups
Addendum to the CMIP5 Experiment Design Document: A compendium of relevant emails sent to the modeling groups CMIP5 Update 13 November 2010: Dear all, Here are some items that should be of interest to
More informationSentinel-3 Marine Test Data Set processed at EUMETSAT
Sentinel-3 Marine Test Data Set processed at EUMETSAT Doc.No. : EUM/TSS/TEN/15/822144 Issue : v2 e-signed Date : 15 December 2015 WBS/DBS : EUMETSAT Eumetsat-Allee 1, D-64295 Darmstadt, Germany Tel: +49
More informationDay 2. Summary of Day One. and Introduction to Day Two. Florian Appel VISTA
Day 2 Summary of Day One and Introduction to Day Two Florian Appel VISTA Summary Day 1 Introduction The European ESA and EUMETSAT long term evolution of snow services Science outlook What can be expected
More informationExArch: Climate analytics on distributed exascale data archives Martin Juckes, V. Balaji, B.N. Lawrence, M. Lautenschlager, S. Denvil, G. Aloisio, P.
ExArch: Climate analytics on distributed exascale data archives Martin Juckes, V. Balaji, B.N. Lawrence, M. Lautenschlager, S. Denvil, G. Aloisio, P. Kushner, D. Waliser, S. Pascoe, A. Stephens, P. Kershaw,
More informationADAGUC & PyTROLL. Maarten Plieger Ernst de Vreede. Application of polar orbiter products in weather forecasting Using open source tools and standards
Application of polar orbiter products in weather forecasting Using open source tools and standards ADAGUC & PyTROLL Maarten Plieger Ernst de Vreede Royal Netherlands Meteorological Institute (KNMI) R&D
More informationAmy K. Huff Battelle Memorial Institute huffa@battelle.org BUSINESS SENSITIVE 1
Using NASA Satellite Aerosol Optical Depth Data to Create Representative PM 2.5 Fields for Use in Human Health and Epidemiology Studies in Support of State and National Environmental Public Health Tracking
More informationData Products via TRMM Online Visualization and Analysis System
Accessing Global Precipitation Data Products via TRMM Online Visualization and Analysis System (TOVAS) Zhong Liu Center for Spatial Information Science and Systems (CSISS), George Mason University and
More informationMSG Cloud Physical Properties retrieval and visualization
MSG Cloud Physical Properties retrieval and visualization Jan Fokke Meirink Maarten Plieger John van de Vegte The MSG-CPP Project Goal: Provide an operational service for all products that are derived
More information"CLIMATE DATA OPERATORS" AS A USER-FRIENDLY PROCESSING TOOL FOR CMSAF'S SATELLITE-DERIVED CLIMATE MONITORING PRODUCTS
"CLIMATE DATA OPERATORS" AS A USER-FRIENDLY PROCESSING TOOL FOR CMSAF'S SATELLITE-DERIVED CLIMATE MONITORING PRODUCTS Frank Kaspar 1, Uwe Schulzweida 2, Ralf Müller 2 1 Satellite Application Facility on
More informationExperiences and challenges in the development of the JASMIN cloud service for the environmental science community
JASMIN (STFC/Stephen Kill) Experiences and challenges in the development of the JASMIN cloud service for the environmental science community ECMWF Visualisa-on in Meteorology Week, 28 September 2015 Philip
More informationLIDAR and Digital Elevation Data
LIDAR and Digital Elevation Data Light Detection and Ranging (LIDAR) is being used by the North Carolina Floodplain Mapping Program to generate digital elevation data. These highly accurate topographic
More informationGiovanni: A System for Rapid Access, Visualization and Analysis of Earth Science Data Online
Giovanni: A System for Rapid Access, Visualization and Analysis of Earth Science Data Online Suhung Shen *, H. Rui, Z. Liu, T Zhu, L. Lu, S. Berrick, G. Leptoukh, W. Teng, J. Acker, J. Johnson, S. P. Ahmad,
More informationIDL. Get the answers you need from your data. IDL
Get the answers you need from your data. IDL is the preferred computing environment for understanding complex data through interactive visualization and analysis. IDL Powerful visualization. Interactive
More informationPrimary author: Kaspar, Frank (DWD - Deutscher Wetterdienst), Frank.Kaspar@dwd.de
Primary author: Kaspar, Frank (DWD - Deutscher Wetterdienst), Frank.Kaspar@dwd.de Co-authors: Johannes Behrendt (DWD - Deutscher Wetterdienst), Klaus-Jürgen Schreiber (DWD - Deutscher Wetterdienst) Abstract
More informationmet.no AeroCom tools for HTAP Michael Schulz, Jan Griesfeller MetNo
met.no AeroCom tools for HTAP Michael Schulz, Jan Griesfeller MetNo cf,wcs: Snehal Waychal, Martin Schultz, Michael Decker FZJulich Geneve 20.03.13 acknowledgment: MetNo, EU service contract Aerocom Tools
More informationEXTENSION ACTIVITY SUPPORT SYSTEM (EASY) DEMONSTRATOR USE CASES
EXTENSION ACTIVITY SUPPORT SYSTEM (EASY) DEMONSTRATOR USE CASES Use Case Specification Developed for DPI Victoria and Cooperative Research Centre for Spatial Information (CRC SI) Prepared by Innovations
More informationObtaining and Processing MODIS Data
Obtaining and Processing MODIS Data MODIS is an extensive program using sensors on two satellites that each provide complete daily coverage of the earth. The data have a variety of resolutions; spectral,
More informationHYCOM Meeting. Tallahassee, FL
HYCOM Data Service An overview of the current status and new developments in Data management, software and hardware Ashwanth Srinivasan & Jon Callahan COAPS FSU & PMEL HYCOM Meeting Nov 7-9, 7 2006 Tallahassee,
More informationConcept/prototype of a FAQ section on the MACC-III website
MACC-III Deliverable D65.2 Concept/prototype of a FAQ section on the MACC-III website Date: 04/2015 Lead Beneficiary: BENEFICIARY (#33) Nature: R Dissemination level: PP Grant agreement n 633080 Work-package
More informationNevada NSF EPSCoR Track 1 Data Management Plan
Nevada NSF EPSCoR Track 1 Data Management Plan August 1, 2011 INTRODUCTION Our data management plan is driven by the overall project goals and aims to ensure that the following are achieved: Assure that
More informationThe NASA NEESPI Data Portal to Support Studies of Climate and Environmental Changes in Non-boreal Europe
The NASA NEESPI Data Portal to Support Studies of Climate and Environmental Changes in Non-boreal Europe Suhung Shen NASA Goddard Space Flight Center/George Mason University Gregory Leptoukh, Tatiana Loboda,
More informationEvaluations of the CALIPSO Cloud Optical Depth Algorithm Through Comparisons with a GOES Derived Cloud Analysis
Generated using V3.0 of the official AMS LATEX template Evaluations of the CALIPSO Cloud Optical Depth Algorithm Through Comparisons with a GOES Derived Cloud Analysis Katie Carbonari, Heather Kiley, and
More informationGIS Initiative: Developing an atmospheric data model for GIS. Olga Wilhelmi (ESIG), Jennifer Boehnert (RAP/ESIG) and Terri Betancourt (RAP)
GIS Initiative: Developing an atmospheric data model for GIS Olga Wilhelmi (ESIG), Jennifer Boehnert (RAP/ESIG) and Terri Betancourt (RAP) Unidata seminar August 30, 2004 Presentation Outline Overview
More informationEvaluation of VIIRS cloud top property climate data records and their potential improvement with CrIS
Evaluation of VIIRS cloud top property climate data records and their potential improvement with CrIS Dr. Bryan A. Baum (PI) Space Science and Engineering Center University of Wisconsin-Madison Madison,
More informationEvaluating GCM clouds using instrument simulators
Evaluating GCM clouds using instrument simulators University of Washington September 24, 2009 Why do we care about evaluation of clouds in GCMs? General Circulation Models (GCMs) project future climate
More information13.2 THE INTEGRATED DATA VIEWER A WEB-ENABLED APPLICATION FOR SCIENTIFIC ANALYSIS AND VISUALIZATION
13.2 THE INTEGRATED DATA VIEWER A WEB-ENABLED APPLICATION FOR SCIENTIFIC ANALYSIS AND VISUALIZATION Don Murray*, Jeff McWhirter, Stuart Wier, Steve Emmerson Unidata Program Center, Boulder, Colorado 1.
More informationAnalysis of Climatic and Environmental Changes Using CLEARS Web-GIS Information-Computational System: Siberia Case Study
Analysis of Climatic and Environmental Changes Using CLEARS Web-GIS Information-Computational System: Siberia Case Study A G Titov 1,2, E P Gordov 1,2, I G Okladnikov 1,2, T M Shulgina 1 1 Institute of
More informationA SURVEY OF CLOUD COVER OVER MĂGURELE, ROMANIA, USING CEILOMETER AND SATELLITE DATA
Romanian Reports in Physics, Vol. 66, No. 3, P. 812 822, 2014 ATMOSPHERE PHYSICS A SURVEY OF CLOUD COVER OVER MĂGURELE, ROMANIA, USING CEILOMETER AND SATELLITE DATA S. STEFAN, I. UNGUREANU, C. GRIGORAS
More informationTools for Viewing and Quality Checking ARM Data
Tools for Viewing and Quality Checking ARM Data S. Bottone and S. Moore Mission Research Corporation Santa Barbara, California Introduction Mission Research Corporation (MRC) is developing software tools
More informationCEOS Water Portal Status Update
CEOS Water Portal Status Update Satoko Horiyama MIURA / Atsushi KAWAI JAXA/Mission Operations System Office WGISS-31 Introduction CEOS Water Portal is ; A web based portal system evolved from Distributed
More informationData Management and Analysis in Support of DOE Climate Science
Data Management and Analysis in Support of DOE Climate Science August 7 th, 2013 Dean Williams, Galen Shipman Presented to: Processing and Analysis of Very Large Data Sets Workshop The Climate Data Challenge
More informationCopernicus Climate Change Service C3S. Jean-Noël Thépaut. jean-noel.thepaut@ecmwf.int. Funded by the European Union.
Copernicus Climate Change Service C3S Jean-Noël Thépaut jean-noel.thepaut@ecmwf.int Funded by the European Union Implemented by C3S: State of play of play From the Copernicus regulation (EU) 377/2014:
More informationTerabit Networking with JASMIN
Terabit Networking with JASMIN Jonathan Churchill JASMIN Infrastructure Manager Research Infrastructure Group Scientific Computing Department STFC Rutherford Appleton Labs Terabit Networking with JASMIN
More informationCoherent evaluation of aerosol data products from multiple satellite sensors Charles Ichoku, Maksym Petrenko, and Greg Leptoukh
Coherent evaluation of aerosol data products from multiple satellite sensors Charles Ichoku, Maksym Petrenko, and Greg Leptoukh Image: Terra-MODIS true color RGB of 01-Apr-2002 (courtesy: NASA EarthObservatory
More informationA Web-Based Library and Algorithm System for Satellite and Airborne Image Products
DISTRIBUTION STATEMENT A: Approved for public release; distribution is unlimited. A Web-Based Library and Algorithm System for Satellite and Airborne Image Products W. Paul Bissett Florida Environmental
More informationEUMETSAT EO Portal. End User Image Access using OGC WMS/WCS services. EUM/OPS/VWG/10/0095 Issue <1> <14/01/2010> Slide: 1
EUMETSAT EO Portal End User Image Access using OGC WMS/WCS services Slide: 1 Overview Introduction: status of data access and visualization EUMETSAT datasets Architecture Web Map Service implementation
More informationMSDI: Workflows, Software and Related Data Standards
MSDI: Workflows, Software and Related Data Standards By Andy Hoggarth October 2009 Introduction Leveraging SDI principles for hydrographic operational efficiency French INFRAGEOS example (SHOM - Service
More informationAdaptive Sampling and the Autonomous Ocean Sampling Network: Bringing Data Together With Skill
Adaptive Sampling and the Autonomous Ocean Sampling Network: Bringing Data Together With Skill Lev Shulman, University of New Orleans Mentors: Paul Chandler, Jim Bellingham, Hans Thomas Summer 2003 Keywords:
More informationProduct Navigator User Guide
Product Navigator User Guide Table of Contents Contents About the Product Navigator... 1 Browser support and settings... 2 Searching in detail... 3 Simple Search... 3 Extended Search... 4 Browse By Theme...
More informationRapid Software Development with OpenAccess. Dean Marvin Exec Director, Product Development
Rapid Software Development with OpenAccess Dean Marvin Exec Director, Product Development Presentation Overview Conditions for rapid OA development Discussion of development styles C++ object oriented
More informationGOES-R AWG Cloud Team: ABI Cloud Height
GOES-R AWG Cloud Team: ABI Cloud Height June 8, 2010 Presented By: Andrew Heidinger 1 1 NOAA/NESDIS/STAR 1 Outline Executive Summary Algorithm Description ADEB and IV&V Response Summary Requirements Specification
More informationSatellite Remote Sensing of Volcanic Ash
Marco Fulle www.stromboli.net Satellite Remote Sensing of Volcanic Ash Michael Pavolonis NOAA/NESDIS/STAR SCOPE Nowcasting 1 Meeting November 19 22, 2013 1 Outline Getty Images Volcanic ash satellite remote
More informationANSA and μeta as a CAE Software Development Platform
ANSA and μeta as a CAE Software Development Platform Michael Giannakidis, Yianni Kolokythas BETA CAE Systems SA, Thessaloniki, Greece Overview What have we have done so far Current state Future direction
More informationHTAP & MACC Tools. IEK 8, Research Center Jülich, Germany. Martin Schultz, Snehal Waychal, Michael Decker Olaf Stein
HTAP & MACC Tools Martin Schultz, Snehal Waychal, Michael Decker Olaf Stein IEK 8, Research Center Jülich, Germany 1 WP6.2: Naming conventions and metadata coordination Organized GEO AQ CoP workshop on
More informationWorld Data Center for Remote Sensing of the Atmosphere, WDC-RSAT
World Data Center for Remote Sensing of the Atmosphere, WDC-RSAT Michael Bittner http://wdc.dlr.de Folie 1 WDC-RSAT Mission Provide a portal for free and simplified access to atmosphere related satellite
More informationThe Arctic Observing Network and its Data Management Challenges Florence Fetterer (NSIDC/CIRES/CU), James A. Moore (NCAR/EOL), and the CADIS team
The Arctic Observing Network and its Data Management Challenges Florence Fetterer (NSIDC/CIRES/CU), James A. Moore (NCAR/EOL), and the CADIS team Photo courtesy Andrew Mahoney NSF Vision What is AON? a
More informationDynamic Data Visualization
Dynamic Data Visualization Jon Blower Technical Director, Reading e-science Centre, University of Reading Head of Visualization and Applications Centre, International Space Innovation Centre j.d.blower@reading.ac.uk
More informationOn data quality in the generation of products, tools, and services
On data quality in the generation of products, tools, and services Bojan R. Bojkov Head, Sensor Performance, Products and Algorithms Directorate of Earth Observation Programmes European Space Agency (ESA/ESRIN)
More informationAndré Karpištšenko, Co-Founder & Chief Scientist, Marinexplore Strata, 2014.02.11
marineos André Karpištšenko, Co-Founder & Chief Scientist, Marinexplore Strata, 2014.02.11 The Ocean's Big Data Platform marineos: a platform for organizing, analyzing and distributing machine data marineos
More informationWeb-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C)
Web-based spatio-temporal visualization and analysis of the Siberian Earth System Science Cluster (SIB-ESS-C) Roman Gerlach Supervisor: Prof. C. Schmullius (Dept. of Geography, Friedrich-Schiller-University
More informationGeorge Mason University (GMU)
George Mason University (GMU) Center for Spatial Information Science and Systems Organization (CSISS) 4400 University Drive, MSN 6E1 George Mason University Fairfax, VA 22030, USA Telephone: +1 703 993
More informationXSEDE Data Analytics Use Cases
XSEDE Data Analytics Use Cases 14th Jun 2013 Version 0.3 XSEDE Data Analytics Use Cases Page 1 Table of Contents A. Document History B. Document Scope C. Data Analytics Use Cases XSEDE Data Analytics Use
More informationThe JASMIN super-data-cluster
The JASMIN super-data-cluster B.N. Lawrence, V. Bennett, J. Churchill, M. Juckes, P. Kershaw, P. Oliver, M. Pritchard and A. Stephens Department of Meteorology, University of Reading, Reading, U.K. Centre
More informationThe impact of window size on AMV
The impact of window size on AMV E. H. Sohn 1 and R. Borde 2 KMA 1 and EUMETSAT 2 Abstract Target size determination is subjective not only for tracking the vector but also AMV results. Smaller target
More informationStructure? Integrated Climate Data Center How to use the ICDC? Tools? Data Formats? User
Integrated Climate Data Center? Data Formats?? Tools???? visits Structure???? User Contents Which Data Formats do we offer? What is the Structure of our data center? Which Tools do we provide? Our Aims
More informationResearch Data Collection Data Management Plan
Research Data Collection Data Management Plan This document records the whole process of the data collections, including pre- preparation data,
More informationAmerican-Eurasian Journal of Sustainable Agriculture
Copyright 2015, American-Eurasian Network for Scientific Information publisher American-Eurasian Journal of Sustainable Agriculture ISSN: 1995-0748 JOURNAL home page: http://www.aensiweb.com/aejsa 2015
More informationHyMeX Data Base
HyMeX database Sophie Cloché, Karim Ramage ESPRI, IPSL, Paris, France Jean-Luc Boichard, Guillaume Brissebrat, Laurence Fleury, Laurence Mastrorillo SEDOO, OMP, Toulouse, France HyMeX data management 2D
More informationESRI Technical Certification Overview. Amy Daniels Instructor, Greenville Tech
ESRI Technical Certification Overview Amy Daniels Instructor, Greenville Tech Why have certification by ESRI? It communicates your proficiency in ESRI software Similar to Microsoft Certification, it can
More informationFocus Group Proposal Whitepaper. ASR Quantification of Uncertainty in Cloud Retrievals (QUICR) Focus Group
Focus Group Proposal Whitepaper ASR Quantification of Uncertainty in Cloud Retrievals (QUICR) Focus Group Mission Statement The mission of the ASR Quantification of Uncertainty in Cloud Retrievals (QUICR)
More informationEnvironmental Health Informatics Workshop and BRISSKit / DataSHIELD Hackday
Environmental Health Informatics Workshop and BRISSKit / DataSHIELD Hackday Wednesday 7 October, 2015, 9am 5pm College Court, University of Leicester, Knighton Road, Leicester LE2 3UF Agenda 9:00 Arrival,
More informationIntegrated Data Viewer (IDV) a visualization framework Yuan Ho Unidata Program Center Boulder, CO Presentation Outline Integrated Data Viewer (IDV) overview The IDV features IDV examples and customized
More informationLevel 3 Cloud Fraction by Altitude Algorithm Theoretical Basis
JPL D-62358 Earth Observing System Level 3 Cloud Fraction by Altitude Algorithm Theoretical Basis Larry Di Girolamo 1 Alex Menzies 2 Guangyu Zhao 1 Kevin Mueller 2 Catherine Moroney 2 David J. Diner 2
More informationLSA SAF products: files and formats
LSA SAF products: files and formats Carla Barroso, IPMA Application of Remote Sensing Data for Drought Monitoring Introduction to Eumetsat LANDSAF Products 11-15 November Slovenia OUTLINE Where to get
More informationVisIt Visualization Tool
The Center for Astrophysical Thermonuclear Flashes VisIt Visualization Tool Randy Hudson hudson@mcs.anl.gov Argonne National Laboratory Flash Center, University of Chicago An Advanced Simulation and Computing
More informationVISUAL INSPECTION OF EO DATA AND PRODUCTS - OVERVIEW
WMS services from the EUMETSAT real-time Image Gallery Uwe Voges (1), Michael Schick (2), Udo Einspanier (1) (1) con terra GmbH Martin-Luther-King-Weg 24, 48155, Münster, Germany EMail: (U.Voges U.Einspanier)@conterra.de
More informationData source, type, and file naming convention
Exercise 1: Basic visualization of LiDAR Digital Elevation Models using ArcGIS Introduction This exercise covers activities associated with basic visualization of LiDAR Digital Elevation Models using ArcGIS.
More informationAustralia s National Carbon Accounting System. Dr Gary Richards Director and Principal Scientist
Australia s National Carbon Accounting System Dr Gary Richards Director and Principal Scientist Government Commitment The Australian Government has committed to a 10 year, 3 phase, ~$35M program for a
More informationVALIDATION OF SAFNWC / MSG CLOUD PRODUCTS WITH ONE YEAR OF SEVIRI DATA
VALIDATION OF SAFNWC / MSG CLOUD PRODUCTS WITH ONE YEAR OF SEVIRI DATA M.Derrien 1, H.Le Gléau 1, Jean-François Daloze 2, Martial Haeffelin 2 1 Météo-France / DP / Centre de Météorologie Spatiale. BP 50747.
More informationDevelopment of an Integrated Data Product for Hawaii Climate
Development of an Integrated Data Product for Hawaii Climate Jan Hafner, Shang-Ping Xie (PI)(IPRC/SOEST U. of Hawaii) Yi-Leng Chen (Co-I) (Meteorology Dept. Univ. of Hawaii) contribution Georgette Holmes
More informationSUMMER SCHOOL ON ADVANCES IN GIS
SUMMER SCHOOL ON ADVANCES IN GIS Six Workshops Overview The workshop sequence at the UMD Center for Geospatial Information Science is designed to provide a comprehensive overview of current state-of-the-art
More informationData Requirements from NERSC Requirements Reviews
Data Requirements from NERSC Requirements Reviews Richard Gerber and Katherine Yelick Lawrence Berkeley National Laboratory Summary Department of Energy Scientists represented by the NERSC user community
More information