Earth Science Data and Information System (ESDIS) Project Update

Size: px
Start display at page:

Download "Earth Science Data and Information System (ESDIS) Project Update"

Transcription

1 Earth Science Data and Information System (ESDIS) Project Update October 15-16, 2008 National Snow and Ice Data Center & Physical Oceanography DAAC User Working Group Meeting Pasadena, CA ESDIS Project Code 423 NASA GSFC

2 Topics ESDIS Organization System Context Key Metrics Data Architecture Key Activities Data Discovery Customer Satisfaction & Metrics Operations Management 2

3 Earth Science Data and Information System (ESDIS) Project The ESDIS Project is responsible for the Earth Observing System Data and Information System (EOSDIS), one of the largest civilian Science Information System in the world The EOSDIS: Ingests, archives, processes, and distributes an unprecedented volume of science data for NASA s flagship Earth science missions (e.g., Terra, Aqua, Aura, ICESat) Supports unique requirements of a variety of Earth science disciplines (e.g., land, atmosphere, snow/ice, and ocean) as well as inter- disciplinary researchers, climate modelers, and application users (e.g., U.S. Forest Service) Employs state-of-the-art hardware and software technology to achieve 3 required data throughput This Jason sea-surface height image shows sea surface height anomalies with the seasonal cycle (the effects of summer, fall, winter, and spring) removed. Each image is a 10-day average of data, centered on the date indicated. Courtesy: NASA EOSDIS Physical Oceanography DAAC

4 EOSDIS Manages Data For All 24 EOS Measurements ACRIMSAT (12/99) Solar Output Energy Budget CERES Albedo, Aerosols, Vegetation MISR Terra (12/99) Lower Atmospheric Chemistry MOPITT Surface Imaging MODIS ASTER Energy Budget Aqua (5/02) Atmospheric Sounders Surface Imaging CERES AMSR-E MODIS AIRS/AMSU/HSB SORCE (1/03) Solar Irradiance TIM, SIM, XPS SOLSTICE Trace Gases TES Aura (7/04) Atmospheric Dynamics and Chemistry HIRDLS, MLS, OMI Mesosphere ACRIM Stratosphere TRMM (11/97) Energy Budget CERES, LIS QuikScat (6/99) Sea Surface Winds SeaWinds METEOR 3M (12/01) Aerosol Trace Gases SAGE III Jason (12/01) Ocean Altimetry Poseidon/ JMR/DORIS ICESat (1/03) Ice Topography and Altimetry GLAS CloudSat (4/06) Cloud Properties CPR O 3 ClO BrO OH trace gases aerosols CALIPSO (4/06) Cloud, Aerosol Properties Rain Rain CALIOP Troposphere Ocean Biology Land Biology Volcanology Sea Surface Winds Temperature Moisture Evaporation H 2 O Sea Ice Ecosystem Dynamics Land Ice and Snow Cover O 3 precursor gases, aerosols Fire Occurrence 4 Mission & Science ppt

5 Earth Science Data Availability by Mission / years planned mission life 10/ yrs m life Heritage Missions EOS Era Missions ERS-1 NIMBUS-7 (TOMS I) Meteor 3 TOMS (TOMS II) JERS-1 KEY Science Data Available Planned Mission Life Extended Mission Life 4 year Data Access Period requirement Post Mission Estimate No Planned EOL April 2007 NASA Earth Science Senior Review ERBS (SAGE II) UARS TOPEX/Poseidon OrbView-2 (SeaStar) ERS-2 Earth Probe TOMS (TOMS III) ADEOS I early failure RadarSat 1 Landsat 7 TRMM QuikSCAT ACRIMSAT Terra GRACE Transition to USGS Jason-1 Meteor 3M (SAGE III) Aqua ADEOS II early failure ICESat SORCE Aura CERES data only EOSDIS, operational since August 1994, preserves earth science data and products from heritage missions as well as EOS missions, ensuring long term data records 5

6 Earth Science Context Diagram Data Acquisition Spacecraft Tracking & Data Relay Satellite (TDRS) Flight Operations, Data Capture, Initial Processing & Backup Archive Data Transport to DAACs Science Data Processing, Data Mgmt., Data Archive & Distribution Distribution, Access, Interoperability & Reuse Research Education Ground Stations Data Processing & Mission Control NASA Integrated Services Network (NISN) Mission Services EOSDIS Science Data Systems (DAACs) Data Pools REASoNs ECHO ACCESS W W W Value-Added Providers Interagency Data Centers Earth System Models ACCESS International Partners Polar Ground Stations Science Teams (SIPS) Measurement Teams Benchmarking DSS Technology Infusion 6

7 EOSDIS Facilities ASF DAAC SAR Products Sea Ice, Polar Processes Data centers, collocated with centers of science discipline expertise, archive and distribute standard data products produced by Science Investigator-led Processing Systems (SIPSs) SIPSs Key Data Center JPL MLS, TES PO.DAAC Ocean Circulation Air-Sea Interactions NCAR, U of Col. HIRDLS, MOPITT, SORCE NSIDC DAAC Cryosphere, Polar Processes San Diego ACRIM LP DAAC Land Processes & Features ORNL DAAC Biogeochemical Dynamics, EOS Land Validation GHRC Hydrological Cycle & Severe Weather CDDIS Crustal Dynamics Solid Earth GES DISC Atmos Composition & Dynamics, Global Modeling, Hydrology, Radiance GHRC AMSR-E, LIS LaRC CERES, SAGE III SEDAC Human Interactions in Global Change GSFC GLAS, MODIS, OMI, OBPG OBPG Ocean Biology & Biogeochemistry LAADS/ MODAPS Atmosphere ASDC Radiation Budget, Clouds, Aerosols, Tropo Chemistry 7

8 DRAFT SMD E. Weiler GSFC R. Strain Earth Science & Data Systems Earth Science M. Frielich Planetary. Flight Projects G. Morrow Appl. Eng. & Technology Sciences & Exploration Applied Science T. Fryberger Research J. Kaye Flight Programs S. Volz. Earth Science G. Colon Planetary Science Astrophysics Heliophysics Astrophysics Application Scientists Program Executive for Mission Operations C. Yuhas Program Scientists Program Executive for Earth Science Data Systems M. Maiden DD Earth Science 423 Data and Information System (ESDIS) Project D. Lowe Science Systems Development Office D. Marinelli Science Operations Office J. Behnke Terrestrial Ecology D. Wickland B. Emmanual W. Turner Applications S. Ambrose Physical Oceanography E. Lindstrom Data Center Operations Cryoshpere Science S. Martin National Snow and Ice Data Center Atmospheric Radiation H. Maring ORNL DAAC Socioeconomic Data & Applications Center Ocean Biology and Biogeochemistry P. Bontempi Atmospheric Dynamics R. Kakar Earth Surface and Interior J. LaBrecque Land Processes DAAC Physical Oceanography DAAC SAR Systems C. Dobson Global Hydrology Resource Center Upper Atmosphere Research K. Jucks Atmospheric Sciences Data Center Ocean Biology Processing Group SAR Data Center GSFC Earth Sciences DISC Crustal Dynamics DIS

9 EOSDIS Products Delivered: 1996 thru Sept 2008 (in Millions) ,263 K FY96 FY97 FY98 FY99 FY00 FY01 FY02 FY03 FY04 FY05 FY06 FY07 FY08 to date Sep 9

10 10

11 11

12 12

13 13

14 FY2008 Data Center Web Activity Sep 2008 ASF GESDISC LARC LPDAAC MODAPS NSIDC ORNL PODAAC 80,000 70,000 Unique Visitors Previous Month Current Month Previous Year 60,000 by Month Total Visitors Aug 08 66,439 Sep 08 97,026 Sep 07 58,338 Number of Visitors 50,000 40,000 30,000 FY to date Total Visitors Repeat Visitors 690, , , , , ,372 20,000 10, FY08 Repeat Web Visitors by end of September Number of Visits 14

15 NASA Earth Science Interoperable Data Architecture 15

16 Earth Science Data Discovery Global Change Master Directory (GCMD) ( //gcmd.nasa.gov) Provides a catalog ad portal for data discovery of NASA and other publicly available environmental data and services. ECHO (EOS Clearing House) Provides a data granule-level metadata for all NASA EOS data. ECHO enables common searches of earth science relevant data across all NASA on-line data access systems. XML-based structure allows more easy mapping between differing metadata formats. Transition to the new Warehouse Inventory Search Tool (WIST) Individual DAAC Tools OGC Tools Collaboration Tools and Portals 16

17 - Over 17,000 metadata records - Over 1,000 worldwide data providers - Average 5 million visits per month 17

18 ECHO Status Holdings and Partners Current Holdings Collections 2,674 Granules 85 million Browse 28 million Data Partners Operational Public: 10 Test: 1 (GHRC) Client Partners Operational 3 (WIST, SNOW-I, ESA) In evaluation or test2 (WECHO, AQUA) Active development1 (WISRD) 18

19 2008 ECHO Improvements Synchronize TT/NCR prioritization scheme with ECS Defect tracking & prioritization Severity 1 escalation: are worked 24x7 until fixed for ECHO Upgraded Support 8:00am 7:00pm EST Operations support 24 Hour response time to echo@echo messages 48 Hour notification prior to Operational planned downtime Data Integrity fixes include better ingest validation; spatial representations fixed and enforced data rules Performance & scalability enhancement Ingest performance improved from 9K events/hr to 40K events/hr Recovery & failover Deployed a new redundant WIST system (recovery in under 15 mins) Data corruption or system corruption recovery in under 6 hrs 19

20 EOSDIS ACSI Customer Satisfaction Survey EOSDIS sponsors an annual independent customer survey in conjunction with the American Customer Satisfaction Index (ACSI). EOSDIS consistently exceeds the Federal Government average Ratings in the mid to upper 70s are considered very good by the rating organization, the CFI Group Federal Government (Overall) NASA EOSDIS NASA EOSDIS E-Business News & Information (Public/Private Sectors)

21 ACSI and EOSDIS Metrics System ESDIS will coordinate the actions to address the 2008 ACSI survey results and determine focus areas for the next year Work with DAACs to examine specific results and actions Get the message out to users that we are looking at the ACSI results and have a corresponding action plan to address the key areas identified for improvement ESDIS provides CFI Group a list of addresses collected in the previous 12 months (37,229 in 2008; 23,827 in 2007) CFI received 2,763 surveys in 2008 (2291 in 2007) ESDIS will continue to develop the metrics system (EMS) Provide opportunity to define new metrics on utilization of data documentation, data search, and data formatting services Sponsor use of NetInsight Web tracking for finding common access patterns, guiding web page re-organization, and enabling more efficient access to data and documentation 21

22 Data Management Coordination Work to facilitate core (DAAC-SIPS) and community (MEaSURES( MEaSURES) ) involvement in NASA ES data Two meetings: system engineering & management Upcoming focus is Data Center-SIPS interaction scheduled for November 2008 Regular telecons WIKI forums Support the Earth Science Data Systems Working Group (ESDSWG) and ESIP Federation Standards involvement - ex: HDF, Metadata, FGDC, Process definition 22

23 23

24 Operating Budgets and Plans Every year DAACs and ESDIS prepare a work plan and operations budget The work plan addresses contract tasks ESDIS looks for activities that will improve data center operations while maintaining a high level of customer satisfaction Budgets 5 years for input to NASA s s Program Operations Plans FY submission prepared for NASA Science Mission Directorate Program review Apr 2009 Annual excel spreadsheet entitled the snowball Due January February time frame Details mission/cost-work function per fiscal year» (e.g., ops, engineering, equipment traceable to contract WBS) Heritage from 1990 s Current budget projection is stable (i.e., flat) New mission data costs added as approved by ESDIS 24

25 ESDIS Project Contacts Dawn Lowe, Project Manager Jeanne Behnke, Science Operations Office Manager John Moses, Science Operations Office Please feel free to contact any of us with suggestions or comments! 25

Satellite'&'NASA'Data'Intro'

Satellite'&'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 information

NASA Earth System Science: Structure and data centers

NASA Earth System Science: Structure and data centers SUPPLEMENT MATERIALS NASA Earth System Science: Structure and data centers NASA http://nasa.gov/ NASA Mission Directorates Aeronautics Research Exploration Systems Science http://nasascience.nasa.gov/

More information

Satellite Products and Dissemination: Visualization and Data Access

Satellite 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 information

The 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 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 information

NASA's Earth Observing Data and Information System (EOSDIS)

NASA's Earth Observing Data and Information System (EOSDIS) NASA's Earth Observing Data and Information System (EOSDIS) Copernicus Big Data Workshop 13 March 2014 Brussels, Belgium Kevin Murphy EOSDIS System Architect NASA Goddard Space Flight Center Topics to

More information

SAMPLE TASK ORDER #2 LPDAAC SYSTEM MAINTENANCE SUPPORT STATEMENT OF OBJECTIVES (SOO)

SAMPLE TASK ORDER #2 LPDAAC SYSTEM MAINTENANCE SUPPORT STATEMENT OF OBJECTIVES (SOO) SAMPLE TASK ORDER #2 LPDAAC SYSTEM MAINTENANCE SUPPORT STATEMENT OF OBJECTIVES (SOO) 1 Purpose The purpose of this Statement of Objectives (SOO) is to provide for Technical Support Services Contract (TSSC)

More information

Obtaining and Processing MODIS Data

Obtaining 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 information

National Snow and Ice Data Center A brief overview and data management projects

National Snow and Ice Data Center A brief overview and data management projects Cooperative Institute for Research in Environmental Sciences University of Colorado National Snow and Ice Data Center A brief overview and data management projects Walt Meier, Mark Parsons, and Mark Serreze

More information

Clouds and the Energy Cycle

Clouds and the Energy Cycle August 1999 NF-207 The Earth Science Enterprise Series These articles discuss Earth's many dynamic processes and their interactions Clouds and the Energy Cycle he study of clouds, where they occur, and

More information

EED Task Order. Contract: NNG10HP02C Contractor: Raytheon Task Type:

EED Task Order. Contract: NNG10HP02C Contractor: Raytheon Task Type: EED Task Order Title: Studies CMR Phase 0 No-Cost Extension Task Number: 9 Rev 15 Originator: Marinelli Effective Date: Dec 11, 2013 ESDIS POC: Marinelli Task Estimate Cost and Maximum Available Fee Estimate

More information

Asynchronous Data Mining Tools at the GES-DISC

Asynchronous Data Mining Tools at the GES-DISC Asynchronous Data Mining Tools at the GES-DISC Long B. Pham, Stephen W. Berrick, Christopher S. Lynnes and Eunice K. Eng NASA Goddard Space Flight Center Distributed Active Archive Center Introduction

More information

NASA s Big Data Challenges in Climate Science

NASA s Big Data Challenges in Climate Science NASA s Big Data Challenges in Climate Science Tsengdar Lee, Ph.D. High-end Computing Program Manager NASA Headquarters Presented at IEEE Big Data 2014 Workshop October 29, 2014 1 2 7-km GEOS-5 Nature Run

More information

Suomi / NPP Mission Applications Workshop Meeting Summary

Suomi / NPP Mission Applications Workshop Meeting Summary Suomi / NPP Mission Applications Workshop Meeting Summary Westin City Center, Washington, DC June 21-22, 2012 Draft Report (updated March 12, 2013) I. Background The Suomi National Polar- orbiting Partnership

More information

EOS Science Networks Performance Report

EOS Science Networks Performance Report EOS Science Networks Performance Report This is a summary of EOS QA SCF performance testing for the 3 rd quarter of 2011 -- comparing the performance against the requirements, including Terra, TRMM, QuikScat,

More information

NASA EARTH SCIENCE 2007 SENIOR REVIEW. Evaluation of Education and Public Outreach

NASA EARTH SCIENCE 2007 SENIOR REVIEW. Evaluation of Education and Public Outreach NASA EARTH SCIENCE 2007 SENIOR REVIEW Evaluation of Education and Public Outreach August 9, 2007 Submitted by: Ann Benbow, Larry Cooper, Jennifer Grier, Jean May-Brett, Theresa Schwerin Page 1 of 16 NASA

More information

Data Management Framework for the North American Carbon Program

Data Management Framework for the North American Carbon Program Data Management Framework for the North American Carbon Program Bob Cook, Peter Thornton, and the Steering Committee Image courtesy of NASA/GSFC NACP Data Management Planning Workshop New Orleans, LA January

More information

Joint Polar Satellite System (JPSS)

Joint Polar Satellite System (JPSS) Joint Polar Satellite System (JPSS) John Furgerson, User Liaison Joint Polar Satellite System National Environmental Satellite, Data, and Information Service National Oceanic and Atmospheric Administration

More information

Considering the Way Forward for Data Science and International Climate Science

Considering the Way Forward for Data Science and International Climate Science Considering the Way Forward for Data Science and International Climate Science Improving Data Mobility and Management for International Climate Science July 14-16, 2014 Boulder, CO Sara J. Graves, Ph.D.

More information

Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series

Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series Introduction to Remote Sensing Data for Water Resources Management Course Dates: October 17, 24, 31 November 7, 14 Time: 8-9 a.m.

More information

TURNING OCEANS OF DATA INTO USEFUL PRODUCTS

TURNING OCEANS OF DATA INTO USEFUL PRODUCTS CHAPTER 28: MODERNIZING OCEAN DATA AND INFORMATION SYSTEMS Ocean and coastal research and observational activities are generating new data at ever-increasing rates data that must eventually be analyzed,

More information

CALIPSO, CloudSat, CERES, and MODIS Merged Data Product

CALIPSO, CloudSat, CERES, and MODIS Merged Data Product CALIPSO, CloudSat, CERES, and MODIS Merged Data Product Seiji Kato 1, Sunny Sun-Mack 2, Walter F. Miller 2, Fred G. Rose 2, and Victor E. Sothcott 2 1 NASA Langley Research Center 2 Science and Systems

More information

ESA Climate Change Initiative contributing to the Global Space-based Architecture for Climate Monitoring

ESA Climate Change Initiative contributing to the Global Space-based Architecture for Climate Monitoring ESA Climate Change Initiative contributing to the Global Space-based Architecture for Climate Monitoring Pascal Lecomte Head of the ESA Climate Office ESA/ECSAT Global Space-based Architecture for Climate

More information

EXPLORING 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 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 information

Report to 8 th session of OOPC. By Dr. Alan R. Thomas, Director, GCOS Secretariat

Report to 8 th session of OOPC. By Dr. Alan R. Thomas, Director, GCOS Secretariat Report to 8 th session of OOPC By Dr. Alan R. Thomas, Director, GCOS Secretariat The GCOS is comprised of the climate components of the domain based observing systems including both satellite and in situ

More information

Evolution of Archive Technologies at the National Snow and Ice Data Center

Evolution of Archive Technologies at the National Snow and Ice Data Center Evolution of Archive Technologies at the National Snow and Ice Data Center Ruth Duerr National Snow and Ice Data Center 1540 30th St, Boulder CO 80309-0449 Phone +1-303-735-0136 FAX: +1-303-492-2468 E-mail:

More information

Driving Earth Systems Collaboration across the Pacific

Driving Earth Systems Collaboration across the Pacific Driving Earth Systems Collaboration across the Pacific Tim F. Pugh Centre for Australian Weather and Climate Research Australian Bureau of Meteorology What s our business? Earth System Science Study of

More information

FlowViewer. Maintaining NASA s Earth Science Traffic Situational Awareness

FlowViewer. Maintaining NASA s Earth Science Traffic Situational Awareness FlowViewer Maintaining NASA s Earth Science Traffic Situational Awareness Graphic credit: Arizona/New Mexico Fire Imagery, USDA Forest Service; Remote Sensing Application Center; Image acquired from Aqua

More information

CERES Edition 2 & Edition 3 Cloud Cover, Cloud Altitude and Temperature

CERES Edition 2 & Edition 3 Cloud Cover, Cloud Altitude and Temperature CERES Edition 2 & Edition 3 Cloud Cover, Cloud Altitude and Temperature S. Sun-Mack 1, P. Minnis 2, Y. Chen 1, R. Smith 1, Q. Z. Trepte 1, F. -L. Chang, D. Winker 2 (1) SSAI, Hampton, VA (2) NASA Langley

More information

GCOS science conference, 2 Mar. 2016, Amsterdam. Japan Meteorological Agency (JMA)

GCOS science conference, 2 Mar. 2016, Amsterdam. Japan Meteorological Agency (JMA) GCOS science conference, 2 Mar. 2016, Amsterdam Status of Surface Radiation Budget Observation for Climate Nozomu Ohkawara Japan Meteorological Agency (JMA) Contents 1. Background 2. Status t of surface

More information

Cloud Computing @ JPL Science Data Systems

Cloud Computing @ JPL Science Data Systems Cloud Computing @ JPL Science Data Systems Emily Law, GSAW 2011 Outline Science Data Systems (SDS) Space & Earth SDSs SDS Common Architecture Components Key Components using Cloud Computing Use Case 1:

More information

ATMOSPHERIC SCIENCE DATA CENTER STATUS. Jonathan Gleason ASDC CERES Science Team Meeting Oct 29, 2013

ATMOSPHERIC SCIENCE DATA CENTER STATUS. Jonathan Gleason ASDC CERES Science Team Meeting Oct 29, 2013 ATMOSPHERIC SCIENCE DATA CENTER STATUS Jonathan Gleason ASDC CERES Science Team Meeting Oct 29, 2013 CERES USER METRICS CERES and FLASHFlux Archive Volume By Data Date Through September 2013 Total Volume

More information

Forest Fire Information System (EFFIS): Rapid Damage Assessment

Forest Fire Information System (EFFIS): Rapid Damage Assessment Forest Fire Information System (EFFIS): Fire Danger D Rating Rapid Damage Assessment G. Amatulli, A. Camia, P. Barbosa, J. San-Miguel-Ayanz OUTLINE 1. Introduction: what is the JRC 2. What is EFFIS 3.

More information

The 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 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 information

EOS Interdisciplinary Science and the NASA Success Planning Process

EOS Interdisciplinary Science and the NASA Success Planning Process THEEarth Observing System EARTH OBSERVER September/October 2000 Vol. 12 No. 5 In this issue... SCIENCE MEETINGS Overview of the Upcoming EOS Investigators Working Group Meeting... 3 Minutes of the Aqua

More information

1. Overview and Status Update (Satoko) : 10min. 2. Demonstration (Yoshi) : 20min. 3. New Architecture (Yoshi): 15min. 4. Q&A, Discussion (All) : 15min

1. Overview and Status Update (Satoko) : 10min. 2. Demonstration (Yoshi) : 20min. 3. New Architecture (Yoshi): 15min. 4. Q&A, Discussion (All) : 15min 1. Overview and Status Update (Satoko) : 10min 2. Demonstration (Yoshi) : 20min 3. New Architecture (Yoshi): 15min 4. Q&A, Discussion (All) : 15min 1 CEOS Water Portal Overview and Status Update WGISS-37

More information

Giovanni: 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 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 information

Norwegian 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 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 information

A Comparative Analysis of Protocols Used to Distribute Data Between Archive Centers of the Earth Observing System (EOS)

A Comparative Analysis of Protocols Used to Distribute Data Between Archive Centers of the Earth Observing System (EOS) A Comparative Analysis of Protocols Used to Distribute Data Between Archive Centers of the Earth Observing System (EOS) George Uhl, SGT George Kallarakal, CSC Kevin Kranacs, NASA NASA Goddard Space Flight

More information

Overview of NASA Applied Remote Sensing Training Program on Water Resources and Disaster Management

Overview of NASA Applied Remote Sensing Training Program on Water Resources and Disaster Management Overview of NASA Applied Remote Sensing Training Program on Water Resources and Disaster Management ARSET Applied Remote SEnsing Training A project of NASA Applied Sciences Outline About ARSET ARSET Trainings

More information

NODC s Data Stewardship for Jason-2 and Jason-3

NODC s Data Stewardship for Jason-2 and Jason-3 NODC s Data Stewardship for Jason-2 and Jason-3 Meeting October, 2013 Dr. Deirdre A. Byrne Dr. Yongsheng Zhang NOAA/NODC 1 What is NODC? NODC was founded in 1961 as part of the Naval Oceanographic Office

More information

The Balance of Power in the Earth-Sun System

The Balance of Power in the Earth-Sun System NASA Facts National Aeronautics and Space Administration www.nasa.gov The Balance of Power in the Earth-Sun System The Sun is the major source of energy for Earth s oceans, atmosphere, land, and biosphere.

More information

TECHNICAL REPORTS. Authors: Tatsuhiro Noguchi* and Takaaki Ishikawa*

TECHNICAL REPORTS. Authors: Tatsuhiro Noguchi* and Takaaki Ishikawa* Application and Evaluation of Observation Data by Advanced Microwave Scanning Radiometer 2 Achievement of World s Top-Class Microwave Radiometer AMSR Series Authors: Tatsuhiro Noguchi* and Takaaki Ishikawa*

More information

Temporal variation in snow cover over sea ice in Antarctica using AMSR-E data product

Temporal variation in snow cover over sea ice in Antarctica using AMSR-E data product Temporal variation in snow cover over sea ice in Antarctica using AMSR-E data product Michael J. Lewis Ph.D. Student, Department of Earth and Environmental Science University of Texas at San Antonio ABSTRACT

More information

International coordination for continuity and interoperability: a CGMS perspective

International coordination for continuity and interoperability: a CGMS perspective International coordination for continuity and interoperability: a CGMS perspective Peng Zhang, CGMS WG-III Co-Chair NSMC/CMA In Cooperation with Suzanne Hilding, CGMS WG-III Co-Chair OPPA/NESDIS/NOAA 1

More information

George Mason University (GMU)

George 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 information

NASA Earth Science Research Results Enhance Public Health Science For Society

NASA Earth Science Research Results Enhance Public Health Science For Society NASA Earth Science Research Results Enhance Public Health Science For Society John A. Haynes Program Manager, Public Health Applied Sciences Program Science Mission Directorate NASA Washington, DC USA

More information

Data Management for the North American Carbon Program

Data Management for the North American Carbon Program Image courtesy of NASA/GSFC Data Management for the North American Carbon Program Bob Cook, Eric Sundquist, Tom Boden,, and Peter Thornton RS in NACP Workshop Missoula, MT August 20, 2004 NACP Data and

More information

Marcus A. Watkins Director of the Joint Agency Satellite Division, Science Mission Directorate, NASA HQ, Washington DC

Marcus A. Watkins Director of the Joint Agency Satellite Division, Science Mission Directorate, NASA HQ, Washington DC Marcus A. Watkins Director of the Joint Agency Satellite Division, Science Mission Directorate, NASA HQ, Washington DC Leads the Joint Agency Satellite Division (JASD) at NASA HQ in Washington, DC and

More information

Jessica Blunden, Ph.D., Scientist, ERT Inc., Climate Monitoring Branch, NOAA s National Climatic Data Center

Jessica Blunden, Ph.D., Scientist, ERT Inc., Climate Monitoring Branch, NOAA s National Climatic Data Center Kathryn Sullivan, Ph.D, Acting Under Secretary of Commerce for Oceans and Atmosphere and NOAA Administrator Thomas R. Karl, L.H.D., Director,, and Chair of the Subcommittee on Global Change Research Jessica

More information

A DISTRIBUTED CATALOG AND DATA SERVICES SYSTEM FOR REMOTE SENSING DATA

A DISTRIBUTED CATALOG AND DATA SERVICES SYSTEM FOR REMOTE SENSING DATA A DISTRIBUTED CATALOG AND DATA SERVICES SYSTEM FOR REMOTE SENSING DATA Ramachandran Suresh *, Liping Di *, Kenneth McDonald ** * NASA/RITSS 4500 Forbes Blvd, Lanham, MD 20706, USA suresh@rattler.gsfc.nasa.gov

More information

Matsu: An Elastic Cloud Connected to a SensorWeb for Disaster. (Session 12F Working Group: Cloud Computing for Spacecraft Operations)

Matsu: An Elastic Cloud Connected to a SensorWeb for Disaster. (Session 12F Working Group: Cloud Computing for Spacecraft Operations) Matsu: An Elastic Cloud Connected to a SensorWeb for Disaster Response (Session 12F Working Group: Cloud Computing for Spacecraft Operations) Daniel Mandl - NASA/GSFC 3/2/11 1 SensorWeb High Level Architecture

More information

Digital Curation at the National Space Science Data Center

Digital Curation at the National Space Science Data Center Digital Curation at the National Space Science Data Center DigCCurr2007: Digital Curation In Practice 20 April 2007 Donald Sawyer/NASA/GSFC Ed Grayzeck/NASA/GSFC Overview NSSDC Requirements & Digital Curation

More information

Report to the NOAA Science Advisory Board

Report to the NOAA Science Advisory Board Report to the NOAA Science Advisory Board from the Data Access and Archiving Requirements Working Group March 2011 The SAB s Data Access and Archiving Requirements Working Group (DAARWG) met in December

More information

Huai-Min Zhang & NOAAGlobalTemp Team

Huai-Min Zhang & NOAAGlobalTemp Team Improving Global Observations for Climate Change Monitoring using Global Surface Temperature (& beyond) Huai-Min Zhang & NOAAGlobalTemp Team NOAA National Centers for Environmental Information (NCEI) [formerly:

More information

Clouds and the Earth's Radiant Energy System (CERES) Data Management System. Interface Requirements Document

Clouds and the Earth's Radiant Energy System (CERES) Data Management System. Interface Requirements Document Clouds and the Earth's Radiant Energy System (CERES) Data Management System Interface Requirements Document William L. Weaver (Section 1.0 through 3.1) Robert E. Turner (Section 3.2) Carol J. Tolson Science

More information

Progress in Creating a Global Polar Metadata Interoperability Network

Progress in Creating a Global Polar Metadata Interoperability Network Progress in Creating a Global Polar Metadata Interoperability Network Julie E. Friddell Canadian Cryospheric Information Network/Polar Data Catalogue Department of Geography, University of Waterloo Canada

More information

Long Term Preservation of Earth Observation Data

Long Term Preservation of Earth Observation Data Long Term Preservation of Earth Observation Data QA4EO Workshop RAL, October 18-20 th 2011 Mirko Albani and Bojan Bojkov* (ESA/ESRIN) Page 1 Outline Earth Observation data preservation: the need and the

More information

Observed Cloud Cover Trends and Global Climate Change. Joel Norris Scripps Institution of Oceanography

Observed Cloud Cover Trends and Global Climate Change. Joel Norris Scripps Institution of Oceanography Observed Cloud Cover Trends and Global Climate Change Joel Norris Scripps Institution of Oceanography Increasing Global Temperature from www.giss.nasa.gov Increasing Greenhouse Gases from ess.geology.ufl.edu

More information

Solar Irradiance Variability

Solar Irradiance Variability Solar Radiative Output and its Variability Claus Frölich and Judith Lean Preethi Ganapathy November 22, 2005 Solar Irradiance Variability Historical Investigations Contemporary Investigations Limitations

More information

Development of an Integrated Data Product for Hawaii Climate

Development 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 information

The RECOVER Cloud-Based Data Server

The RECOVER Cloud-Based Data Server 2013 Intermountain GIS Conference - Boise, ID - March 11-13, 2013 The RECOVER Cloud-Based Data Server John Schnase, Roger Gill, Mark Carroll, Akiko Elders, and Molly Brown Keith Weber, George Haskett,

More information

How To Help The European Space Program

How To Help The European Space Program Available GOCE Products Brief overview of ESA EO Missions & Programmes Pierre-Philippe Mathieu, ESA-EOP SAGOMA KO Meeting, 24 Nov, Liege, Belgium ESA EO : Overall Framework CCI, STSE GMES EOMD Available

More information

Ad-Hoc Task Force on Big Data NAC Science Committee

Ad-Hoc Task Force on Big Data NAC Science Committee Ad-Hoc Task Force on Big Data NAC Science Committee Dr. Erin Smith Executive Secretary, Big Data Task Force Strategic Integration and Management Division Science Mission Directorate Task Force Membership

More information

February 17 th Video Conference Agenda

February 17 th Video Conference Agenda February 17 th Video Conference Agenda 8:30 am Video, audio and connection checks 9:00 am Brief intro by mediator, Ellen Holmes, followed by 3 to 5 minute Day in the Life of Presentations from each school.

More information

Innovation and new land monitoring services for climate change, forests and agroforestry

Innovation and new land monitoring services for climate change, forests and agroforestry Innovation and new land monitoring services for climate change, forests and agroforestry Martin Herold Wageningen University Center for Geoinformation Current distribution of aboveground biomass Terrestrial

More information

FRENCH ARCTIC INITIATIVE SCIENTIFIC PRIORITIES

FRENCH ARCTIC INITIATIVE SCIENTIFIC PRIORITIES FRENCH ARCTIC INITIATIVE SCIENTIFIC PRIORITIES J.J. Pangrazi / Biosphoto J.J. Pangrazi / Biosphoto Conference audience Edouard Bard introductory lecture Dr. Denis-Didier Rousseau (CNRS Senior Research

More information

CEOS Water Portal Status Update

CEOS Water Portal Status Update CEOS Water Portal Status Update WGISS-33 Tokyo, Japan April 23-27, 2012 JAXA/Mission Operations System Office Satoko Miura/ Atsushi Kawai Update since WGISS-32 New features Compare service for MOLTS data

More information

AUTOMATED DEM VALIDATION USING ICESAT GLAS DATA INTRODUCTION

AUTOMATED DEM VALIDATION USING ICESAT GLAS DATA INTRODUCTION AUTOMATED DEM VALIDATION USING ICESAT GLAS DATA Mary Pagnutti Robert E. Ryan Innovative Imaging and Research Corp. Building 1103, Suite 140C Stennis Space Center, MS 39529 mpagnutti@i2rcorp.com rryan@i2rcorp.com

More information

Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks

Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks ASTER Advanced Spaceborne Thermal Emission and Reflection Radiometer AVHRR Advanced Very High Resolution

More information

Radiative effects of clouds, ice sheet and sea ice in the Antarctic

Radiative effects of clouds, ice sheet and sea ice in the Antarctic Snow and fee Covers: Interactions with the Atmosphere and Ecosystems (Proceedings of Yokohama Symposia J2 and J5, July 1993). IAHS Publ. no. 223, 1994. 29 Radiative effects of clouds, ice sheet and sea

More information

II. Related Activities

II. Related Activities (1) Global Cloud Resolving Model Simulations toward Numerical Weather Forecasting in the Tropics (FY2005-2010) (2) Scale Interaction and Large-Scale Variation of the Ocean Circulation (FY2006-2011) (3)

More information

Fundamentals of Climate Change (PCC 587): Water Vapor

Fundamentals of Climate Change (PCC 587): Water Vapor Fundamentals of Climate Change (PCC 587): Water Vapor DARGAN M. W. FRIERSON UNIVERSITY OF WASHINGTON, DEPARTMENT OF ATMOSPHERIC SCIENCES DAY 2: 9/30/13 Water Water is a remarkable molecule Water vapor

More information

JPL ANOMALY ISSUES. Henry B. Garrett Jet Propulsion Laboratory California Institute of Technology Pasadena, CA, 91109

JPL ANOMALY ISSUES. Henry B. Garrett Jet Propulsion Laboratory California Institute of Technology Pasadena, CA, 91109 JPL ANOMALY ISSUES Henry B. Garrett Pasadena, CA, 91109 Space Weather Anomaly Concerns for JPL Robotic Mission AGENDA Overview of Space Weather Anomalies on JPL Missions Space Weather Products used by

More information

SPARC Data Center. www.sparc.sunysb.edu. Peter Love Marvin Geller Institute for Terrestrial and Planetary Atmospheres Stony Brook University

SPARC Data Center. www.sparc.sunysb.edu. Peter Love Marvin Geller Institute for Terrestrial and Planetary Atmospheres Stony Brook University SPARC Data Center www.sparc.sunysb.edu Peter Love Marvin Geller Institute for Terrestrial and Planetary Atmospheres Stony Brook University SPARC Data Centre Overview Exists to facilitate data exchange

More information

TRMM and Other Global Precipitation Products and Data Services at NASA GES DISC. Zhong Liu George Mason University and NASA GES DISC

TRMM and Other Global Precipitation Products and Data Services at NASA GES DISC. Zhong Liu George Mason University and NASA GES DISC TRMM and Other Global Precipitation Products and Data Services at NASA GES DISC Zhong Liu George Mason University and NASA GES DISC Outline Introduction of data and services at GES DISC TRMM and other

More information

From Whitehall to orbit and back again: using space in government

From Whitehall to orbit and back again: using space in government From Whitehall to orbit and back again: using space in government 18 th June 2014 Bristol 25 th June 2014 Liverpool 3 rd July 2014 -Newcastle Space for Smarter Government Programme (ssgp@sa.catapult.org.uk)

More information

Cloud detection and clearing for the MOPITT instrument

Cloud detection and clearing for the MOPITT instrument Cloud detection and clearing for the MOPITT instrument Juying Warner, John Gille, David P. Edwards and Paul Bailey National Center for Atmospheric Research, Boulder, Colorado ABSTRACT The Measurement Of

More information

SAFARI 2000 DRY SEASON CAMPAIGN PLANNING MEETING PIETERSBURG, SOUTH AFRICA APRIL 3-6, 2000. REVISED AGENDA (10 March 2000) Scholes & Annegarn

SAFARI 2000 DRY SEASON CAMPAIGN PLANNING MEETING PIETERSBURG, SOUTH AFRICA APRIL 3-6, 2000. REVISED AGENDA (10 March 2000) Scholes & Annegarn SAFARI 2000 DRY SEASON CAMPAIGN PLANNING MEETING PIETERSBURG, SOUTH AFRICA APRIL 3-6, 2000 REVISED AGENDA (10 March 2000) DAY 1 SESSION 1: (9:00 am) INTRODUCTIONS AND UPDATES WELCOME Scholes & Annegarn

More information

Update on EUMETSAT ocean colour services. Ewa J. Kwiatkowska

Update on EUMETSAT ocean colour services. Ewa J. Kwiatkowska Update on EUMETSAT ocean colour services Ewa J. Kwiatkowska 1 st International Ocean Colour Science meeting, 6 8 May, 2013 EUMETSAT space data provider for operational oceanography Operational data provider

More information

Design of an Intelligent Web-Based Help Desk System

Design of an Intelligent Web-Based Help Desk System Design of an Intelligent Web-Based Help Desk System David A. Thurman, Jeffrey S. Tracy, and Christine M. Mitchell Center for Human-Machine Systems Research School of Industrial and Systems Engineering

More information

To Understand and Protect Our Home Planet

To Understand and Protect Our Home Planet E A R T H O B S E R V I N G S Y S T E M Earth Science Enterprise To Understand and Protect Our Home Planet N A S A E A R T H S C I E N C E E N T E R P R I S E COLIN SEFTOR (RAYTHEON) AND CHRISTINA HSU

More information

Severe Weather & Hazards Related Research at CREST

Severe Weather & Hazards Related Research at CREST Severe Weather & Hazards Related Research at CREST (Lead Scientists) Z. Johnny Luo, Nir Krakauer, Shayesteh Mahani, Fabrice Papa, Marouane Temimi and Brian Vant Hull (NOAA Collaborators) Arnold Gruber,

More information

Satellite Measurements of Solar Spectral Irradiance

Satellite Measurements of Solar Spectral Irradiance Satellite Measurements of Solar Spectral Irradiance LASP University of Colorado tom.woods@lasp.colorado.edu March 2006 1 Talk Outline Motivation for Solar Spectral Irradiance solar energy input climate

More information

DA-09-02a Task Report Data Integration and Analysis System

DA-09-02a Task Report Data Integration and Analysis System Data Integration and Analysis System Report by Toshio Koike, The University of Tokyo, Japan and Rick Lawford, University of Manitoba, Canada ADC Meeting May 2009 Stresa (May. 2009) Sub-task Definition

More information

USGS EOS SYSTEMS ENGINEERING MANAGEMENT PLAN (SEMP)

USGS EOS SYSTEMS ENGINEERING MANAGEMENT PLAN (SEMP) Department of the Interior U.S. Geological Survey USGS EOS SYSTEMS ENGINEERING MANAGEMENT PLAN (SEMP) September 2013 Executive Summary This Systems Engineering Management Plan (SEMP) outlines the engineering

More information

PART 1. Representations of atmospheric phenomena

PART 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 information

Cloud-based Geospatial Data services and analysis

Cloud-based Geospatial Data services and analysis Cloud-based Geospatial Data services and analysis Xuezhi Wang Scientific Data Center Computer Network Information Center Chinese Academy of Sciences 2014-08-25 Outlines 1 Introduction of Geospatial Data

More information

Measurements Of Pollution In The Troposphere (MOPITT) NASA Langley ASDC Data Collection Guide

Measurements Of Pollution In The Troposphere (MOPITT) NASA Langley ASDC Data Collection Guide Measurements Of Pollution In The Troposphere (MOPITT) NASA Langley ASDC Data Collection Guide Summary: The MOPITT data sets are designed to measure carbon monoxide (CO) and methane (CH 4 ) concentrations

More information

CLOUD MASKING AND CLOUD PRODUCTS ROUNDTABLE EXPECTED PARTICIPANTS: ACKERMAN, HALL, WAN, VERMOTE, BARKER, HUETE, BROWN, GORDON, KAUFMAN, SCHAAF, BAUM

CLOUD MASKING AND CLOUD PRODUCTS ROUNDTABLE EXPECTED PARTICIPANTS: ACKERMAN, HALL, WAN, VERMOTE, BARKER, HUETE, BROWN, GORDON, KAUFMAN, SCHAAF, BAUM CLOUD MASKING AND CLOUD PRODUCTS ROUNDTABLE EXPECTED PARTICIPANTS: ACKERMAN, HALL, WAN, VERMOTE, BARKER, HUETE, BROWN, GORDON, KAUFMAN, SCHAAF, BAUM NOMINAL PURPOSE: DISCUSSION OF TESTS FOR ACCURACY AND

More information

Bringing Covert Land Use Strategies into the Spotlight: Cracking the Code for Sustainable Coastal Communities

Bringing Covert Land Use Strategies into the Spotlight: Cracking the Code for Sustainable Coastal Communities Bringing Covert Land Use Strategies into the Spotlight: Cracking the Code for Sustainable Coastal Communities Dan Hitchcock Baruch Institute, Clemson University, Georgetown, SC NEMO U 007 Portland, Maine

More information

Interagency Science Working Group. National Archives and Records Administration

Interagency Science Working Group. National Archives and Records Administration Interagency Science Working Group 1 National Archives and Records Administration Establishing Trustworthy Digital Repositories: A Discussion Guide Based on the ISO Open Archival Information System (OAIS)

More information

A Project to Create Bias-Corrected Marine Climate Observations from ICOADS

A 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 information

UCAR Trustee Candidate Kenneth Bowman

UCAR Trustee Candidate Kenneth Bowman UCAR Trustee Candidate Kenneth Bowman The Member's Nominating Committee is pleased to present Dr. Kenneth Bowman from Texas A&M University as a candidate for the UCAR Board of Trustees. Dr. Bowman is currently

More information

Migrating NASA Archives to Disk: Challenges and Opportunities. NASA Langley Research Center Chris Harris June 2, 2015

Migrating NASA Archives to Disk: Challenges and Opportunities. NASA Langley Research Center Chris Harris June 2, 2015 Migrating NASA Archives to Disk: Challenges and Opportunities NASA Langley Research Center Chris Harris June 2, 2015 MSST 2015 Topics ASDC Who we are? What we do? Evolution of storage technologies Why

More information

Curriculum Material and Activities of Climate Education:

Curriculum Material and Activities of Climate Education: Curriculum Material and Activities of Climate Education: Education Link Website Union of Concerned Scientists develop the global warming: Early Warning Signs Map a science-based world map depicting the

More information

SCIENCE DATA ANALYSIS ON THE CLOUD

SCIENCE DATA ANALYSIS ON THE CLOUD SCIENCE DATA ANALYSIS ON THE CLOUD ESIP Cloud Computing Cluster Thomas Huang and Phil Yang Agenda Invited speakers Petr Votava, NASA Earth Exchange (NEX): Early Observations on Community Engagement in

More information

NASA Applied Sciences Program: Water Resources Application Area

NASA Applied Sciences Program: Water Resources Application Area NASA and the California Department of Water Resources Remote Sensing for Drought Monitoring and Response Workshop NASA Applied Sciences Program: Water Resources Application Area 25-26 Feb 2014 Sacramento,

More information

Directorate for Geosciences

Directorate for Geosciences NSF Regional Grants Conference Salt Lake City, Utah Directorate for Geosciences Sonia Esperança, Ph.D. Division of Earth Sciences sesperan@nsf.gov The Mission of the Directorate for Geosciences Support

More information

Environmental Data Services for Delaware:

Environmental Data Services for Delaware: Environmental Data Services for Delaware: Serving Emergency Responders, Planners, and Researchers Network Delaware Day November 6, 2013 Overview Operational Data Services More than just research DEOS and

More information

A SURVEY OF CLOUD COVER OVER MĂGURELE, ROMANIA, USING CEILOMETER AND SATELLITE DATA

A 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 information