Java Programming, Python Programming, SQL, Machine learning techniques, Statistics
Project Description
This project will concentrate on the creation of machine learning ready benchmark datasets for the detection of changes in coastal waters following major hydrometeorological events such as floods that cause nutrient and sediment runoff. For this purpose, we will classify objects in NASA imagery in a semantically meaningful way in temporal space. Following this step, learning algorithms will be implemented and results will be compared with in situ observations. Possible tasks include: • Co-location of the remote sensing data with buay and station data. • Understand the optical image bands and their combinations for detection of different events such as floods or the appearance of Algal bloom. • Improve/adapt deep learning algorithms and portable visualization tools for deep learning algorithms. Computer/Software Skills: • Python • GIS modules Scientific and Technical Skills • Image Processing • Earth science remote sensing • Applied mathematics, computer science, machine learning
Academic Level
Graduate Doctoral
Preferred Major
Computer and Information Sciences - Computer/Information Technology Administration and Management;Computer and Information Sciences - Computer Programming;Computer and Information Sciences - Computer Science;Computer and Information Sciences - Computer Software and Media Applications;Computer and Information Sciences - Computer Systems Analysis;Computer and Information Sciences - Computer Systems Networking and Telecommunications;Computer and Information Sciences - Data Entry/Microcomputer Applications;Computer and Information Sciences - Data Processing;Computer and Information Sciences - Information Science/Studies;Mathematics;Mathematics - Applied;Mathematics - Mathematics and Statistics;Mathematics - Statistics
Mission Directorate
Science Mission Directorate
The National Aeronautics and Space Administration is an independent agency of the U.S. federal government responsible for the civil space program, aeronautics research, and space research.
Langley, McLean, VA, USA
0-2 year
Goddard, MD, USA
0-2 year
Goddard, MD, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year