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IN THE COURSE OF THE PROPOSED WORK  WE WILL SHOW HOW EXISTING TOOLS AND METHODS BENEFIT FROM THE STARE-ENABLED PLATFORM. THIS CAN BE VIA A TIGHT INTEGRATION AS HAS BEEN DONE  FOR EXAMPLE  INCORPORATING STARE WITH THE DISTRIBUTED ARRAY DATABASE SCIDB  ALONG WITH RE-GRIDDING FUNCTIONS  AND FAST PARALLEL  GEOGRAPHIC INTERSECTIONS. OR CURRENT TOOLS MAY SIMPLY BE APPLIED TO THE RESULTS OF STARE-ENABLED DISTRIBUTED PROCESSING  E.G. FAST GRANULE INTERSECTION  IN A MORE CONVENTIONAL  BUT CLOUD-BASED  DATA PROCESSING FLOW. SIGNIFICANCE: AS A UNIFYING PLATFORM  STARE SUPPORTS CONVENTIONAL PROCESSING  ANALYSIS  AND VISUALIZATION TOOLS  BRINGING THE OPPORTUNITY FOR MASSIVELY INCREASING THE AMOUNT OF DATA RESEARCHERS CAN USE. IN THE LONGER TERM  AS TOOLS EVOLVE TO TAKE GREATER ADVANTAGE OF STARE'S INTEGRATIVE CAPABILITIES  WE CAN MOVE FROM THE CURRENT FOCUS ON THE EXPENSIVE LOW-LEVEL MANIPULATION OF DATA FILES TO AN ABILITY TO INTERACT WITH EARTH SCIENCE DATA AT A HIGHER LEVEL  WITH QUERY-BASED DECLARATIVE TOOLS AND USER INTERFACES THAT FAVOR SCIENTIFIC INQUIRY RATHER THAN DATA MANAGEMENT. AT THE VERY LEAST  STARE HELPS AUTOMATE CRITICAL SPATIOTEMPORAL FUNCTIONS WHILE MAKING EFFICIENT USE OF CLOUD COMPUTING  PROMISING TO ELIMINATE THE NEED FOR RESEARCHERS TO DEVOTE TIME  MONEY  AND EXPERTISE TO THE REDUNDANT TRANSFER OF ARCHIVED DATA TO THEIR OWN  LOCAL SYSTEMS. THE TIME AND EFFORT SAVED IMPROVES SCIENTIFIC QUALITY AND THE PRODUCTIVITY OF THE CURRENT RESEARCHERS AND REDUCES THE COST-OF-ENTRY FOR OTHERS WHO MIGHT SEEK VALUE FROM EOSDIS DATA RESOURCES.","funder_award_id":"80NSSC18M0118","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1575980044","https://openalex.org/W1578063937","https://openalex.org/W2045860903","https://openalex.org/W2047927510","https://openalex.org/W2064371561","https://openalex.org/W2070991879","https://openalex.org/W2074562634","https://openalex.org/W2146534064","https://openalex.org/W2155251870","https://openalex.org/W2157751433","https://openalex.org/W2197993195","https://openalex.org/W2263005911","https://openalex.org/W2412415805","https://openalex.org/W2547404681","https://openalex.org/W2565913955","https://openalex.org/W2611772571","https://openalex.org/W2782805905","https://openalex.org/W2900459345","https://openalex.org/W2985024490","https://openalex.org/W3103683680","https://openalex.org/W3105898646","https://openalex.org/W3106717143","https://openalex.org/W3131152055","https://openalex.org/W4256014633"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W4283374591","https://openalex.org/W2004086023","https://openalex.org/W2733999579","https://openalex.org/W2110217573","https://openalex.org/W2910751785","https://openalex.org/W4390100400","https://openalex.org/W4366547507","https://openalex.org/W4362512700","https://openalex.org/W4319440096"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}