IN002
Advances in Earth and Space Science Informatics

Session ID#: 159680

Session Description:
We are soliciting presentations on a wide-range of topics in Earth and Space Science Informatics. Presentations from interdisciplinary scientists, educators, innovators, policy makers and local stakeholders on various aspects of earth and space science are highly encouraged. Discussions on advancements in Earth and Space science addressing current and future benefits to society are welcome.
Index Terms:

1938 Knowledge representation and knowledge bases [INFORMATICS]
1976 Software tools and services [INFORMATICS]
1982 Standards [INFORMATICS]
1990 Uncertainty [INFORMATICS]


Primary Convener:  Binita KC, NASA Goddard Space Flight Center, GES DISC, Greenbelt, MD, United States
Conveners:  Sudhir R Shrestha, ; NOAA College Park, College Park, MD, United States and Manil Maskey, NASA, Huntsville, United States
 
Time series of surface BRDF from Sentinel-3 data sets in using the ReBeLs method (1044906)
Jonathan León Tavares, VITO, Mol, Belgium, Jose Luis Gomez-Dans, University College London, Department of Geography, London, United Kingdom, Jean-Louis Roujean, Centre d'Etudes Spatiales de la Biosphere, Toulouse Cedex 9, France and Véronique Bruniquel, ACRI-ST, Toulouse, France
 
Estimation of leaf area index using machine learning regression algorithms over agriculture field (1050174)
Prachi Singh, Banaras Hindu University, Varanasi, 221, India, Prashant K Srivastava, Banaras Hindu University, Varanasi, India, Jochem Verrelst, University of Valencia, Valencia, Spain, Rajesh Mall, Banaras Hindu University, DST-Mahamana Centre of Excellence in Climate Change Research, Institute of Environment and Sustainable Development, Varanasi, India, Bhagyashree Verma, Indian Institute of Technology (BHU), Physics, Varanasi, India and Rajendra Prasad, Indian Institute of Technology (BHU), Varanasi, India, Physics, Varanasi, India
 
ICESat-2 Noise Filtering Using ConvPoint Neural Network (1059630)
Mariya Velikova, University of Houston, Houston, United States, Juan Carlos Fernandez-Diaz, National Center for Airborne Laser Mapping, Houston, TX, United States, Xinxiang Zhu, University of Houston, Houston, TX, United States and Craig L Glennie, University of Houston, Civil and Environmental Engineering, Houston, United States
 
Crop2Ameriflux : A Data Pipeline For Ameriflux (1063502)
Minu Mathew, National Center for Supercomputing Applications, Urbana, United States, Yong Wook Kim, University of Illinois at Urbana Champaign, National Center for Supercomputing Applications, Urbana, United States, Bethany Blakely, Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, United States, Taylor L Pederson, University of Illinois at Urbana Champaign, Plant Biology, Urbana, United States, Rob Kooper, National Center for Super Computing Applications, Urbana, IL, United States and Carl Bernacchi, University of Illinois at Urbana-Champaign, Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, United States
 
Systematic Comparison of Ground-Based and Satellite Measurements using TOVS and Radiosonde Data (1074987)
Justin Li, Sandia National Laboratories, Albuquerque, United States
 
Planetary Data Processing in the Cloud for MAVEN IUVS Full Mission Reprocessing (1076303)
Joshua Peter Elliott1, Randy Meisner1, Sonal Jain2 and Nicholas McCord Schneider3, (1)Laboratory for Atmospheric and Space Physics, Boulder, CO, United States, (2)Laboratory for Atmospheric and Space Physics, University of Colorado Boulder, Boulder, United States, (3)Univ Colorado, Boulder, United States
 
Information Exploration of Arctic Radar Depth Sounding Repository Data (1079719)
Kelly Dade, University of Missouri, Columbia, MO, UNITED STATES and Justin Legarsky, University of Missouri, Columbia, MO, United States
 
The Version 2 VIIRS+CrIS Fusion Radiance (NASA FSNRAD) Products (1097860)
Geoffrey P Cureton1, Eva E Borbas2, Elisabeth Weisz3, Paul Menzel2 and Bryan A Baum4, (1)NASA Atmosphere-SIPS, University of Wisconsin-Madison, Madison, United States, (2)Cooperative Institute for Meteorological Satellite Studies/University of Wisconsin-Madison, Madison, United States, (3)Cooperative Institute for Meteorological Satellite Studies/University of Wisconsin-Madison, Madison, WI, United States, (4)Retired, Madison, United States
 
Statistical Unfolding approach to check the Robustness of developed Hyperspectral Indices for secondary metabolite in case of R. arboreum (1103797)
Ayushi Gupta, Organization Not Listed, Institute of Environment & Sustainable Development, Banaras Hindu University, Varanasi, India, Prashant K Srivastava, Banaras Hindu University, Varanasi, India, Karuna Shanker, Central Institute of Medicinal and Aromatic Plants, Department of Ananlytical Chemistry, Lucknow, India and K.Chandra Sekar, G.B. Pant National Institute of Himalayan Environment and Sustainable Development, Almora, India
 
Reconstructing a hyperspectral imagery using Universal Pattern Decomposition Method and a Multispectral imagery for Leaf Chlorophyll Content retrieval (1104993)
Bhagyashree Verma, Indian Institute of Technology (BHU), Physics, Varanasi, India, Rajendra Prasad, Indian Institute of Technology (BHU), Varanasi, India, Physics, Varanasi, India, Prachi Singh, Banaras Hindu University, Varanasi, 221, India and Prashant K Srivastava, Banaras Hindu University, Varanasi, India
 
Variations In Satellite-Derived Daily Nighttime Light and Its Driven Factors Across Multiple Spatial and Temporal Scales (1105823)
Xiaoyue Tan, Hong Kong Polytechnic University, Hong Kong, Hong Kong and Xiaolin Zhu, Hong Kong Polytechnic University, Department of Land Surveying and Geo-Informatics, Hong Kong, Hong Kong
 
Intelligent pothole detection in self driven smart vehicles- A case study (1109188)
Eshta Ranyal, Indian Institute of Technology Roorkee, Roorkee, India and Kamal Jain, Indian Institute of Technology Roorkee, Department of Civil Engineering, Roorkee, India
 
Applied Machine Learning for Structural Mapping of Faults on Venus (1116662)
Zachary Williams1, Caleb Spradlin1, Jordan Caraballo-Vega2, Mark Carroll2 and Mariana Blanco-Rojas3, (1)NASA GSFC / InuTeq, Data Science Group, Greenbelt, United States, (2)NASA Goddard Space Flight Center, Data Science Group, Greenbelt, United States, (3)NASA Goddard Space Flight Center, Data Science Group, Greenbelt, MD, United States
 
ADVANCED IMAGE PROCESSING AND FEATURE TRACKING FOR REMOTE CME CHARACTERIZATION WITH CONVOLUTIONAL NEURAL NETWORK (1133420)
Oleg Stepanyuk, Institute of Astronomy and National Astronomical Observatory BAS, Sofia, Bulgaria and Kamen A Kozarev, Institute of Astronomy, Bulgarian Academy of Sciences, Sofia, Bulgaria
 
Gis-Based Approach To Determining Land Suitability And Sensitivity: A Case Study Of Nawabpet Mandal Vikarabad District (1139392)
Jangal Swaraj, ENVIRONMENTAL PROTECTION TRAINING RESEARCH INSTITUTE, Hyderabad, India and 2. G. Ramesh, Geologist EPTRI Hyderabad 3. N. Raveender, Cheif Scientist, EPTRI Hyderabad 4. Dr. R Uma devi, Assistant Professor, Geetam University
 
Making Machine Learning-based Snow Water Equivalent Forecasting Research Productive and Reusable by Geoweaver (1139774)
Ziheng Sun1, Nicoleta C Cristea2, Kehan Yang3, Ahmed Alnuaim4, Lakshmi Chetana Gomaram Bikshapathireddy4, Aji John5, Justin Pflug6, Brian Li7, Hailey Pan8, Nikil Shyamsunder9, Rithvik Reddygari10 and Praneeth Bhandaru11, (1)George Mason University Fairfax, Fairfax, VA, United States, (2)University of Washington, Department of Civil and Environmental Engineering, Seattle, United States, (3)University of Colorado, Boulder, Department of Geography, Institute of Arctic and Alpine Research, Boulder, United States, (4)George Mason University, Fairfax, United States, (5)University of Washington Seattle Campus, Department of Biology, Seattle, WA, United States, (6)University of Colorado, Boulder, United States, (7)Henry M. Gunn High School, Palo Alto, United States, (8)Wilbert Tucker Woodson High School, Fairfax, United States, (9)John Handley High School, Winchester City, United States, (10)Rock Ridge High School, Loudoun County, United States, (11)Thomas Jefferson High School for Science and Technology, Fairfax, United States
 
Semi-supervised framework for automated mineral mapping using Generative Adversarial Networks (1141124)
Deepa C, National Institute of Technology Karnataka, Karnataka, India, Amba Shetty, National Institute of Technology Karnataka, Water Resources and Ocean Engineering, Karnataka, India and Narasimhadhan A. V., National Institute of Technology Karnataka, Electronics and Communication Engineering, Karnataka, India
 
Implementation of API-Environmental Data Retrieval Service for Multidimensional Satellite Weather Measurements (1148156)
Eugene Yu, George Mason University Fairfax, Fairfax, VA, United States, Peisheng Zhao, NASA GES DISC/GMU, Greenbelt, MD, United States, David J Meyer, NASA GES DISC, Greenbelt, United States and Liping Di, George Mason University, Center for Spatial Information Science and Systems, Fairfax, VA, United States
 
JMARS 5: A Modernized Interface for Planetary Exploration Analysis (1163294)
Meghan Burris, Scott Dickenshied, Saadat Anwar, Zoya Anderson, Warren Hagee, Dale Noss, Nick Piacentine, Ken Rios, Paul Wren and Philip R Christensen, Arizona State University, School of Earth & Space Exploration, Mars Space Flight Facility, Tempe, United States
 
The Geostationary Carbon Cycle Observatory, the Carbon-Climate System, and an International Operational Global Carbon Observing System (1167093)
Berrien Moore III, University of Oklahoma Norman Campus, Norman, OK, United States and Sean Crowell, University of Oklahoma, Norman, OK, United States
 
LAADS DAAC Migrates to the Cloud: Lessons Learned from Communicating About Earth Science Data on the Cloud (1175362)
Tassia Owen, NASA Goddard Space Flight Center, Greenbelt, MD, United States
 
Evaluation of chlorophyll-a and backscattering coefficients retrieved from satellite measurements over coastal waters of the Arabian Gulf (1176057)
Maryam AlShehhi, Arwa Najah and Fahim Abdul Gafoor, Khalifa University, Department of Civil Infrastructure and Environmental Engineering, Abu Dhabi, United Arab Emirates
 
How and Why to Increase Dataset Compression Ratios Relative to CMIP6 (1186427)
Charles S Zender, University of California Irvine, Department of Earth System Science and Computer Science, Irvine, CA, United States, Edward Hartnett, Cooperative Institute for Research in Environmental Sciences, Boulder, MD, United States; National Centers For Environmental Prediction-Environmental Modeling Center, College Park, United States, Dennis Heimbigner, University Corporation for Atmospheric Research, Unidata, Boulder, CO, United States and Ward I Fisher, UCAR, Unidata, Boulder, CO, United States
 
A Different Approach to Quality Control: Data Quality Control as a Service (1188589)
Eugene F Burger, NOAA Pacific Marine Environmental Laboratory, Seattle, WA, United States, Linus Kamb, UW/Cooperative Institute for Climate, Ocean, & Ecosystem Studies NOAA/PMEL, Seattle, United States, Madison Soden, Cooperative Institute for Marine and Atmospheric Studies Miami, Miami, United States, Claudia Schmid, NOAA/AOML, Miami, United States and Emily Osborne, Atlantic Oceanographic and Meteorological Laboratory, Miami, United States
 
Building an Integrated Geophysical Data Platform in the Cloud (1188881)
Chad Trabant1, Henry T Berglund2, David Mencin2, Jerry Carter1, Robert E Casey1, Charles Sievers3 and Gillian Sharer1, (1)Incorporated Research Institutions for Seismology, Data Services, Seattle, United States, (2)UNAVCO, Inc., Boulder, United States, (3)UNAVCO, Inc, Boulder, CO, United States
 
Yasmine: A Jointly Developed Metadata Editor for StationXML (1191621)
Autumn Johnson, Incorporated Research Institutions for Seismology, Seattle, WA, United States, Jean-Marie Saurel, Université Paris-Cité, Institut de Physique du Globe de Paris, Paris, France, Robert E Casey, Incorporated Research Institutions for Seismology, Data Services, Seattle, United States, Constanza Pardo, Université de Paris, Institut de physique du globe de Paris, Paris, France, Helle Pedersen, ISTerre Institute of Earth Sciences, CNRS, Université Joseph Fourier, Grenoble, France and David Wolyniec, CNRS, Institut des Sciences de la Terre, Grenoble, France
 
HDF5-MPI performance in geospace simulations (1200672)
Michael Hirsch, Boston University, ECE, Boston, MA, United States