• Publications
  • Influence
Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer
The retrieval of biophysical variables using canopy reflectance models is hindered by the fact that the inverse problem is ill posed. This is due to the measurement, model errors and the inadequacyExpand
  • 198
  • 16
  • Open Access
Semantics-enabled framework for knowledge discovery from Earth observation data archives
  • S. Durbha, R. King
  • Computer Science
  • IEEE Transactions on Geoscience and Remote…
  • 24 October 2005
Earth observation data have increased significantly over the last decades with satellites collecting and transmitting to Earth receiving stations in excess of 3 TB of data a day. This dataExpand
  • 69
  • 3
  • Open Access
PMU placement considerations — A roadmap for optimal PMU placement
Recent investments in the Synchrophasor technology have energized the industry and a significant number of Phasor Measurement Units (PMUs) are being deployed. By some estimates, just in NorthExpand
  • 38
  • 3
A Machine Learning Based Spatio-Temporal Data Mining Approach for Detection of Harmful Algal Blooms in the Gulf of Mexico
Harmful algal blooms (HABs) pose an enormous threat to the U.S. marine habitation and economy in the coastal waters. Federal and state coastal administrators have been devising a state-of-the-artExpand
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  • 2
Knowledge mining in Earth observation data archives: a domain ontology perspective
  • S. Durbha, R. King
  • Computer Science
  • IGARSS . IEEE International Geoscience and…
  • 27 December 2004
The earth observation data has increased significantly over the last decades; NASA has 18 Earth observation satellites on orbit earning 80 sensors, as of April 2003. About 3 terabytes of data areExpand
  • 22
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SERVICE ORIENTED ARCHITECTURE FOR WIRELESS SENSOR NETWORKS IN AGRICULTURE
Rapid advances in Wireless Sensor Network (WSN) for agricultural applications has provided a platform for better decision making for crop planning and management, particularly in precisionExpand
  • 6
  • 2
  • Open Access
A framework for semantic reconciliation of disparate earth observation thematic data
There is a growing demand for digital databases of topographic and thematic information for a multitude of applications in environmental management, and also in data integration and efficientExpand
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An Information Semantics Approach for Knowledge Management and Interoperability for the Global Earth Observation System of Systems
The global earth observation system of systems (GEOSS) is built on current international cooperation efforts among existing distributed earth observing and processing systems. The goal is toExpand
  • 18
  • 1
  • Open Access
Interoperability in costal zone monitoring systems: resolving semantic heterogeneities through ontology driven middleware
  • S. Durbha, R. King
  • Computer Science
  • Proceedings. IEEE International Geoscience and…
  • 25 July 2005
Ontologies are widely recommended as a means of rectifying semantic heterogeneity. The advantage of using ontologies is that they can provide a conceptual schema regardless of a data set’s format,Expand
  • 5
  • 1
  • Open Access
Wide area monitoring using Common Information Model and Sensor Web
Real-time monitoring of power systems has become a reality with the use of Phasor Measurement Units (PMU). Wide-area monitoring of the power system in a de-regularized world requires neighboringExpand
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