Todd Berendes

Biography

Todd Berendes is a scientist and software developer, specializing in data fusion and visualization. He is currently responsible for operation, maintenance, and development of the Global Precipitation Measurement mission (GPM) Validation Network (VN) software for inter-comparison of ground-based radar data with satellite data. He helped develop the Globally Leveraged Integrated Data Explorer for Research (GLIDER), Java-based satellite image analysis, data mining and display software. Currently, he is working on the Visualization for Integrated Satellite, Airborne, and Ground-based data Exploration (VISAGE) project, developing cloud-based (AWS) 3-D visualization and analysis software.

Research Interests

Satellite remote sensing visualization & analysis
Satellite data product application and development
Satellite data ground validation (MODIS, ASTER, GPM)
Data mining & deep learning (text & image, signals)
Image processing & pattern recognition
High performance scientific software development
Cloud technologies for 3-D visualization and analysis

Posters

	Accessing NASA Precipitation Data via a Cloud-based Analytical Framework for Precipitation Research (CAPRi) (AGU Fall Meeting 2022)
	Data Mining and Feature Selection Approaches for Anomaly Detection
	Data System for HS3 Field Campaign (AGU 2014)
	Decision Support Applications for Public Health Surveillance using NASA Earth Observations (AGU Fall Meeting 2022)
	Development of a Deep Learning Super-Resolution Generative Adversarial Network (SGAN) for Improving the Resolution of Global Precipitation Measurement (GPM) Dual-Frequency Precipitation Radar (DPR) Data (AGU Fall Meeting 2019)
	GLIDER: Globally Leveraged Integrated Data Explorer for Research (ESDSWG 2011)
	GLIDER: Mining and Analysis Tool based on Service Mash-ups
	GLIDER: Satellite Data Mining Made Easy
	Interactive 3D Visualization of Diverse Datasets (AGU Fall Meeting 2018)
	Planned HS3 Data System (HS3 science team meeting 2014)
	Using Earth Observations within a Health Management Information System for Improving Malaria Decision Support (AGU Fall Meeting 2019)
	Using GLIDER tool in Air Quality Studies (AGU 2009)
	VISAGE Framework for Interactive Exploration of Diverse Precipitation Data (ESTF 2019)
	VISAGE: Visualization for Integrated Satellite, Airborne and Ground-based data Exploration (AGU Fall Meeting 2017)

Projects

Field Campaign eXplorer (FCX)

NEOH (NASA Earth Observations for Health)

VISAGE (Visualization for Integrated Satellite, Airborne, and Ground-based data Exploration)

Products

GLIDER: Globally Leveraged Integrated Data Exploration for Research

GLIDER provides visualization and analysis of satellite data

GLIDER is a FREE tool to easily visualize, analyze and mine satellite imagery. GLIDER allows users to visualize and analyze satellite data in its native sensor view.

Spyglass