Below is a list of the AGU presentations (talks, posters, eLightning, etc.) which utilize or mention Google tools. Inclusion in this list does not imply Google endorsement of the research results. This list may be updated throughout the AGU conference... we're agile like that.

Note that you will need to register with AGU to view the content.

For charts summarizing the presentations by Google product and subject, see the Presentation Charts page.

Monday, 13 December 2021

IN11A-02 - AquaCrop-OSPy: Bridging the Gap Between Research and Practice in Crop-Water Modeling

Oral | Monday, 13 December 2021 08:08 - 08:13 CST (14:08 - 14:13 UTC)

Thomas Kelly, University of Manchester, Department of Mechanical, Aerospace and Civil Engineering, Manchester, M13, United Kingdom and Timothy Foster, University of Manchester, Department of Mechanical, Aerospace and Civil Engineering, Manchester, United Kingdom

Relevant tools/programs: Google Colab

H11D-03 - Filling in the Discontinuous Global River Gauge Record Using Satellite Observations.

Oral | Monday, 13 December 2021 08:10 - 08:15 CST (14:10 - 14:15 UTC)

Ryan Matthew Riggs¹, George H. Allen¹, Michael T Durand², Colin J Gleason³, Tamlin Pavelsky⁴, Cedric H David⁵ and Jida Wang⁶, (1)Texas A&M University, Department of Geography, College Station, TX, United States, (2)Byrd Polar Research Center, Columbus, OH, United States, (3)University of Massachusetts, Civil & Environmental Engineering, Amherst, MA, United States, (4)University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, (5)Jet Propulsion Laboratory, Pasadena, CA, United States, (6)Kansas State University, Geography, Manhattan, KS, United States

Relevant tools/programs: Google Earth Engine

P11B-05 - The Mars Winds Project: Mapping Prevalent Surface Wind Directions on Mars using Deep-Learning

Oral | Monday, 13 December 2021 08:22 - 08:27 CST (14:22 - 14:27 UTC)

Cedric M John¹, Aris Drossinos², Rafe LeRoy², Pilar Ivonne Ruiz Ibanez² and Martin Clark², (1)Imperial College London, London, SW7, United Kingdom, (2)Le Wagon, London, United Kingdom

Relevant tools/programs: Google Earth Engine

C12A-02 - Variability and Trends in Snow Cover and Forest Moisture Stress, and Relationships to Recent Wildfires in the Sierra Nevada, USA

Oral | Monday, 13 December 2021 09:58 - 10:08 CST (15:58 - 16:08 UTC)

Anne Walden Nolin, University of Nevada Reno, Geography, Reno, NV, United States

Relevant tools/programs: Google Earth Engine

B12A-08 - Impacts of disturbance regime on biodiversity varies by taxa: Insights from Landsat, NEON, and historical records

Oral | Monday, 13 December 2021 10:25 - 10:30 CST (16:25 - 16:30 UTC)

Sydne Record¹, Jasper Van doninck², Annie Smith³, Jonathan Knott⁴, Pat Bills², Samantha Olivares-Mejia⁵, Joseph Toman⁶, Arya Yue⁷, Benjamin Baiser⁸, Angela Strecker^9,10 and Phoebe L Zarnetske², (1)Bryn Mawr College, Bryn Mawr, PA, United States, (2)Michigan State University, Integrative Biology, East Lansing, MI, United States, (3)Washington State Department of Natural Resources, Port Angeles, United States, (4)Michigan State University, Integrative Biology, East Lansing, United States, (5)Haverford College, Department of Environmental Studies, Haverford, United States, (6)University of California Berkeley, Berkeley, United States, (7)Bryn Mawr College, Department of Biology, Bryn Mawr, United States, (8)University of Florida, Wildlife and Conservation Ecology, Gainesville, FL, United States, (9)Western Washington University, Bellingham, WA, United States, (10)Portland State University, Department of Environmental Sciences, Portland, OR, United States

Relevant tools/programs: Google Earth Engine

GH13A-04 - Hanoi’s urban greenspace dynamics and heat stress risk during Master Plan 2030 implementation

Oral | Monday, 13 December 2021 13:00 - 13:05 CST (19:00 - 19:05 UTC)

Kim-Anh Nguyen, National Central University, Center for Space and Remote Sensing Research, Kanagawa, Japan and Yuei-An Liou, Center for Space and Remote Sensing Research, National Central University, Taoyuan, Taiwan

Relevant tools/programs: Google Earth

SY13B-03 - BUILDING A COLLABORATIVE NETWORK FOR SUPPORTING REGIONAL CAPACITY DEVELOPMENT IN HARMONIZING LAND USE AND LAND COVER MAPPING AND MONITORING IN WEST AFRICA: INITIATIVES BY THE WEST AFRICA LAND USE/LAND COVER TASK FORCE

#03 | Monday, 13 December 2021 13:00 - 13:05 CST (19:00 - 19:05 UTC)

Foster Kwame Mensah¹, Paul Bartel², Bako Mamane², Mansour Mahamane², Emil A. Cherrington³, Rebekke Muench⁴, Jacob Abramowitz⁵, Pontus Olofsson⁶, Aditya Singh⁷, Jasmeet Judge⁸, Douglas Muchoney⁹, Matieu Henry¹⁰, Andreas Brink¹¹, Amadou Moctar Dieye³, Kwame Oppong Hackman¹², Oblé Neya¹³, Evence Louis Zoungrana¹⁴ and Fatou Mar¹⁴, (1)Center for Remote Sensing and Geographic Information Services (CERSGIS), University of Ghana, Legon, Accra, Ghana, (2)AGRHYMET Regional Center, Niamey, Niger, (3)University of Alabama in Huntsville, Earth System Science Center, Huntsville, AL, United States, (4)NASA DEVELOP National Program, Hampton, VA, United States, (5)University of Alabama in Huntsville, Atmospheric and Earth Science, Huntsville, AL, United States, (6)Boston University, Earth and Environment, Boston, MA, United States, (7)University of Florida, Center for Remote Sensing, Department of Agricultural & Biological Engineering, Gainesville, FL, United States, (8)Center for Remote Sensing, Agricultural and Biological Engineering, University of Florida, Gainesville, FL, United States, (9)Food and Agriculture Organization of the United Nations, Rome, Italy, (10)FAO, Rome, Italy, (11)European Commission - Joint Research Centre,, Ispra, Italy, (12)West Africa Science Service Centre on Climate Change and Adaptation Land Use, Ouagado, Burkina Faso, (13)West African Science Service Centre on Climate Change and Adaptation (WASCAL), Ouagadougou, Burkina Faso, Ouagadougou, Burkina Faso, (14)Sahara and Sahel Observatory, Tunis, Tunisia

Relevant tools/programs: Google Earth Engine

B13A-07 - Wildlife Insights: How Camera Trap Data Can Foster Global Biodiversity Conservation

Oral | Monday, 13 December 2021 13:20 - 13:25 CST (19:20 - 19:25 UTC)

Fabiola Iannarilli¹, Ruth Oliver¹, Tanya Birch², Sara Beery³, Eric Fegraus⁴, Nicole Flores⁴, Roland Kays⁵, Jorge A. Ahumada⁴ and Walter Jetz¹, (1)Yale University, Ecology and Evolutionary Biology, New Haven, CT, United States, (2)Google, Mountain View, CA, United States, (3)California Institute of Technology, Pasadena, CA, United States, (4)Conservation International, Arlington, VA, United States, (5)North Carolina Museum of Natural Sciences, Raleigh, NC, United States

Relevant tools/programs: Wildlife Insights

This presentation has one or more Google authors.

H13B-09 - A cloud-based pre-processor for physically-based hydrologic models

Oral | Monday, 13 December 2021 13:25 - 13:30 CST (19:25 - 19:30 UTC)

Nicolas Velasquez¹, Antonio Arenas Amado², Larry J Weber¹ and Samuel Landsteiner³, (1)University of Iowa, Iowa City, IA, United States, (2)IIHR—Hydroscience and Engineering, Iowa City, IA, United States, (3)University of Iowa, IIHR, Iowa City, United States

Relevant tools/programs: Google Colab, Google Earth Engine

H13G-08 - Anabranching prevalence and intensity along the world's 20 largest rivers

Oral | Monday, 13 December 2021 13:30 - 13:35 CST (19:30 - 19:35 UTC)

Bo Wang¹, Laurence C Smith¹, Elizabeth H Altenau², Xiao Yang³, Tamlin Pavelsky², Ernesto Rodriguez⁴ and Paul D Bates⁵, (1)Brown University, Department of Earth, Environmental and Planetary Sciences, Providence, RI, United States, (2)University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, (3)University of North Carolina at Chapel Hill, Department of Earth, Marine and Environmental Sciences, Chapel Hill, NC, United States, (4)Jet Propulsion Laboratory, Pasadena, CA, United States, (5)University of Bristol, School of Geographical Sciences, Bristol, United Kingdom

Relevant tools/programs: Google Earth Engine, Global Surface Water

NH14C-01 (Invited) - Enhancing Flood Risk Assessment in Urban Areas with Earth Observation: Extraction of Variables from Google Street View in Quito, Ecuador

Oral | Monday, 13 December 2021 14:30 - 14:37 CST (20:30 - 20:37 UTC)

Raychell Velez¹, Diana Calderon², Lauren Carey², Christopher Aime², Carolynne Hultquist³, Gregory Yetman⁴, Andrew Kruczkiewicz⁵, Yuri Gorokhovich⁶ and Robert S Chen⁴, (1)Bronx, NY, UNITED STATES, (2)Lehman College, City University of New York (CUNY), Bronx, United States, (3)Center for International Earth Science Information Network, Columbia University, Palisades, NY, United States, (4)Columbia University of New York, Center for International Earth Science Information Network (CIESIN), Palisades, NY, United States, (5)Columbia University, International Research Institute for Climate and Society, Palisades, NY, United States, (6)CUNY Lehman College, Bronx, NY, United States

Relevant tools/programs: Google Street View

SY15F-06 - Counting trees at the city scale via merging multiple remote sensing platforms and deep learning

Online Poster | Monday, 13 December 2021 16:00 - 17:15 CST (22:00 - 23:15 UTC)

Ryoungseob Kwon, Seoul National University, Ecological Landscape Architecture, Seoul, Korea, Republic of (South), Youngryel Ryu, Seoul National University, Seoul, Korea, Republic of (South) and Sheir Afgen Zaheer, Seoul National University, Research Institute of Agriculture and Life Sciences, Seoul, Korea, Republic of (South)

Relevant tools/programs: Google Earth Engine

A15E-1682 - Using Managed Apache Beam Pipelines with Geospatial Open Source Standards to Scale Up Convolutional Network Deployment for Flood Mapping and Improved Disaster Response

#1682 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Ori Levari¹, Veda Sunkara², Cole Erickson², Colin Doyle³ and Drew Hodun⁴, (1)Edmonds, WA, UNITED STATES, (2)Cloud to Street, New York, NY, United States, (3)The University of Texas at Austin, Department of Geography and the Environment, Austin, TX, United States, (4)Google, New York, United States

Relevant tools/programs: Google Cloud

This presentation has one or more Google authors.

B15G-1499 - Hypersurface Observation Network (Hyperon) — What it is and why we need it

#1499 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Adam Erickson¹, Sujay V Kumar¹, Derek l Hudson¹, Snorre Stamnes², Eetu Puttonen³, Samuli Junttila⁴, Sören Pirk⁵, Bernhard Höfle⁶, Lukas Chrostowski⁷, Jan Eitel⁸ and Kim Calders⁹, (1)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (2)NASA Langley Research Center, Hampton, VA, United States, (3)Finnish Geospatial Research Institute, National Land Survey, Remote Sensing and Photogrammetry, Kirkkonummi, Finland, (4)University of Helsinki, Department of Forest Sciences, Helsinki, Finland, (5)Google AI, Mountain View, CA, United States, (6)Heidelberg University, 3D Geospatial Data Processing (3DGeo) Research Group, Institute of Geography, Heidelberg, Germany, (7)University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, BC, Canada, (8)University of Idaho, Moscow, ID, United States, (9)Ghent University, CAVELab - Computational and Applied Vegetation Ecology, Gent, Belgium

This presentation has one or more Google authors.

C15F-0851 - Watershed Scale Observations of Snowmelt from Sentinel-1 SAR in Southern British Columbia, Canada

#0851 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sara Darychuk¹, Joseph M. Shea², Anna Chesnokova¹, Brian Menounos³, Frank Weber⁴ and Georg Jost⁵, (1)University of Northern British Columbia, Prince George, BC, Canada, (2)University of Northern British Columbia, Geography, Prince George, BC, Canada, (3)University of Northern British Columbia, Natural Resources and Environmental Studies Institute and Geography Program, Prince George, BC, Canada, (4)BC Hydro, Burnaby, Canada, (5)BC Hydro, Burnaby, BC, Canada

Relevant tools/programs: Google Earth Engine

C15F-0854 - Characteristics of SAR backscatter amplitudes corresponding to the seasonal snow-depth variation at snow-buried cubic corner reflectors installed in Nagaoka, Japan

#0854 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Hiroto Nagai¹, Satoru Yamaguchi², Sojiro Sunako³, Katsuya Yamashita³, Katsuhisa Kawashima⁴, Ryuta Hasatani¹, Shunsuke Nakayama¹ and Yuuki Sekiya¹, (1)Waseda University, Tokyo, Japan, (2)National Research Institute for Earth Science and Disaster Resilience, Snow and Ice Research Center, Nagaoka, Japan, (3)National Research Institute for Earth Science and Disaster Resilience, Snow and Ice Research Center, Nagaoka, Niigata, Japan, (4)Niigata University, Research Institute for Natural Hazards and Disaster Recovery, Niigata, Japan

Relevant tools/programs: Google Earth Engine

ED15D-0544 - 2021 Results from the UH Program to Teach Undergraduates to Build Spacecraft

#0544 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Edgar A Bering III¹, Donald L Hampton², Nicole Moelders³, Denise Thorsen⁴, Shuhab Khan¹, Mequanint Moges¹, Elizabeth Hernandez¹, Alexandra Ulinski⁵, Ana Gabriela S. R. S S R Pessoa¹, Presley Greer⁶, Megan F Pina⁷, Rachel Gamblin¹ and Bryan Gunawan⁸, (1)University of Houston, Houston, TX, United States, (2)University of Alaska Fairbanks, Fairbanks, AK, United States, (3)Department of Atmospheric Sciences, Geophysical Institute and College of Natural Science and Mathematics, University of Alaska Fairbanks, Fairbanks, USA, Fairbanks, AK, United States, (4)University of Alaska Fairbanks, Department of Electrical and Computer Engineering, Fairbanks, AK, United States, (5)University of Houston, Physics, Houston, TX, United States, (6)University of Houston, Geophysics, Houston, TX, United States, (7)University of Houston, Houston, United States, (8)University of Houston, Houston, NH, United States

Relevant tools/programs: Google Classroom

ED15F-0558 - Translating Disaster Data into Decision-Ready Tools for a Flood Resilient Sudan: A Case Study in Tool-Building With (Not For) Complex Stakeholders

#0558 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Emmalina Glinskis¹, Andreia Fausto², Mark Arango³, Max Goodman¹, Alfolarin Lawal¹ and Annalee Tai¹, (1)Cloud to Street, New York, NY, United States, (2)World Food Programme, Programme Policy Officer - Emergency Unit, Khartoum, Sudan, (3)World Food Programme, Programme Officer - FbF/EWEA, Khartoum, Sudan

Relevant tools/programs: Google Earth Engine

GH15C-0616 - Residential roof albedos and land surface temperatures in El Paso-Juárez: A cross-border contrast

#0616 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

America Alvarez¹, Jennifer Armendariz², Cindy Oliveros², Jocelyn Alvarez de Toledo Aguilar², Belem Martinez¹, Anais Vazquez¹, Judith Hoyt¹, Maria A Amaya² and Nicholas E Pingitore Jr¹, (1)University of Texas at El Paso, Department of Earth, Environmental, and Resource Sciences, El Paso, TX, United States, (2)University of Texas at El Paso, School of Nursing, El Paso, TX, United States

Relevant tools/programs: Google Earth

H15M-1182 - Combining Observations Across Scales to Estimate River and Stream Surface Area Regionally

#1182 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

John Cole Morgan and George H. Allen, Texas A&M University, Department of Geography, College Station, TX, United States

Relevant tools/programs: Google Earth Engine

H15M-1190 - Veins of the Earth: a Flexible Framework for Mapping, Modeling, and Monitoring the Earth’s River Networks

#1190 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Jon Schwenk¹, Jemma Stachelek¹, Katrina E Bennett², Elizabeth M. Prior³, Tal Zussman⁴ and Joel C Rowland¹, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)Los Alamos National Laboratory, Earth and Environmental Sciences, Los Alamos, NM, United States, (3)Virginia Polytechnic Institute and State University, Biological Systems Engineering, Blacksburg, VA, United States, (4)Columbia University of New York, Computer Science, New York, NY, United States

Relevant tools/programs: Google Earth Engine

H15M-1191 - An integrated river planform and sandbar detection tool based on Google Earth Engine and its application in the Yazoo-Mississippi Delta with high-resolution satellite images

#1191 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Yi Luo¹, Zhi Li¹, Eddy Langendoen² and Marcelo H Garcia¹, (1)University of Illinois at Urbana Champaign, Urbana, IL, United States, (2)United States Department of Agriculture, Oxford, MS, United States

Relevant tools/programs: Google Earth Engine

H15M-1198 - Understanding River Freedom Space and Seasonal Variation of Surface Water Dynamics in Large Fluvial Landscapes: Implications for Floods and Anthropogenic Stress

#1198 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Chandan Pradhan¹, Subashisa Dutta¹ and Rishikesh Bharti², (1)Indian Institute of Technology Guwahati, Civil Engineering, Guwahati, India, (2)Indian Institute of Technology, Guwahati, Guwahati, India

Relevant tools/programs: Google Earth Engine, Global Surface Water

H15W-1312 - Evaluation of Surface Fractional Water Impacts on SMAP Soil Moisture Retrieval

#1312 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Jinyang Du¹, John S Kimball², Steven Chan³, Andreas Colliander³ and Mark Carroll⁴, (1)University of Montana, Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, Missoula, MT, United States, (2)The University of Montana, Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, Missoula, MT, United States, (3)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (4)NASA Goddard Space Flight Center, Greenbelt, MD, United States

Relevant tools/programs: Google Earth Engine

IN15C-0389 - Growing Season Crop Type Mapping at Continental Scale

#0389 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sheir Afgen Zaheer, Seoul National University, Research Institute of Agriculture and Life Sciences, Seoul, Korea, Republic of (South), Youngryel Ryu, Interdisciplinary Program in Landscape Architecture, Seoul National University, Seoul, South Korea; Seoul National University, Department of Landscape Architecture and Rural Systems Engineering, Seoul, South Korea, Junghee Lee, Seoul National University, Research Institute of Agriculture and Life Sciences, Seoul, South Korea and Kyungdo Lee, National Institute of Agricultural Science, Rural Development Administration, Wanju-gun, JeollaBuk-do, South Korea

Relevant tools/programs: Google Earth Engine

NH15A-0446 - Assessing forest burnt severity in Nepal

#0446 | Monday, 13 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sunil Thapa, International Center for Integrated Mountain Development, Kathmandu, Nepal, Vishwas Sudhir Chitale, International Centre for Integrated Mountain Development, Geospatial Solutions, Kathmandu, Nepal and Mir Abdul Matin, International Centre for Integrated Mountain Development (ICIMOD), Kathmandu, Nepal

Relevant tools/programs: Google Earth Engine

Tuesday, 14 December 2021

H21B-01 (Invited) - Enabling the Free Flow of Water Data, Revisited: This is Harder Than We Thought

Oral | Tuesday, 14 December 2021 08:00 - 08:05 CST (14:00 - 14:05 UTC)

Daniel P Ames, Brigham Young University, Provo, UT, United States and David G Tarboton, Utah State University, Civil and Environmental Engineering, Logan, UT, United States

Relevant tools/programs: Google Scholar

H21B-02 - Advancing Open and Reproducible Water Data Science by Integrating Data Analytics with an Online Data Repository

Oral | Tuesday, 14 December 2021 08:05 - 08:10 CST (14:05 - 14:10 UTC)

Jeffery S Horsburgh, Utah State University, Civil and Environmental Engineering, Logan, UT, United States, Scott Black, Consortium of Universities for the Advancement of Hydrologic Sciences, Inc., Cambridge, MA, United States and Anthony Castronova, Consortium of Universities for the Advancement of Hydrologic Sciences, Inc., Cambridge, United States

Relevant tools/programs: Google Colab

GC21E-07 - Monitoring Temperate Forest Degradation on Google Earth Engine Using Landsat Time Series Analysis

#07 | Tuesday, 14 December 2021 08:21 - 08:24 CST (14:21 - 14:24 UTC)

Shijuan Chen¹, Curtis E Woodcock¹, Eric Bullock², Paulo A Arevalo¹, Paata Torchinava³, Siqi Peng¹ and Pontus Olofsson¹, (1)Boston University, Earth and Environment, Boston, MA, United States, (2)US Forest Service, Ogden, UT, United States, (3)Department of Biodiversity and Forestry, Ministry of Environment and Natural Resources Protection of Georgia, Tbilisi, Georgia

Relevant tools/programs: Google Earth Engine

GC21E-08 - Forest Canopy Disturbance Detection in Nepal: A Time-Series Approach for Real-World Practitioners in the REDD+ Program

#08 | Tuesday, 14 December 2021 08:24 - 08:27 CST (14:24 - 14:27 UTC)

Crystal Wespestad¹, Raja Ram Aryal², Robert E Kennedy^3,4, John Dilger¹, Karen Dyson⁵, Eric Bullock⁶, Amul Kumar Acharya², Marija Spirovska Kono⁷, Poortinga Ate^1,8, David S Saah^1,9 and Karis Tenneson¹⁰, (1)Spatial Informatics Group, LLC, Alameda, CA, United States, (2)Forest Research and Training Centre, Nepal, Kathmandu, Nepal, (3)Spatial Informatics Group, LLC, Alameda, OR, United States, (4)Oregon State University, Corvallis, OR, United States, (5)Dendrolytics, Seattle, United States, (6)US Forest Service, Ogden, UT, United States, (7)SilvaCarbon Southeast Asia Program, Bangkok, Thailand, (8)SERVIR-Mekong, Bangkok, Thailand, (9)University of San Francisco, Geospatial Analysis Lab, San Francisco, CA, United States, (10)Spatial Informatics Group, Pleasanton, CA, United States

Relevant tools/programs: Google Earth Engine

GH21A-05 - Using Scientists and Climate Communicators for Disaster Preparedness and Emergency Care in Africa

#05 | Tuesday, 14 December 2021 08:25 - 08:30 CST (14:25 - 14:30 UTC)

Caitlin Rublee¹, Elzarie Theron², Corey Bills³, Willem Stassen² and Emilie Calvello Hynes³, (1)Medical College of Wisconsin, Department of Emergency Medicine, Milwaukee, WI, United States, (2)University of Cape Town, Division of Emergency Medicine, Cape Town, South Africa, (3)University of Colorado, Department of Emergency Medicine, Aurora, CO, United States

Relevant tools/programs: Google Scholar

IN22B-02 - Lessons learned from a use case of Dendra, a sensor observatory curation system, for a complex highly instrumented water quality buoy

#02 | Tuesday, 14 December 2021 09:48 - 09:51 CST (15:48 - 15:51 UTC)

Miguel Leon, University of New Hampshire, Durham, NH, United States, Collin A Bode, NCED UC Berkeley, San Francisco, CA, United States, John Scott Smith, University of California Berkeley, Berkeley, CA, United States, Thomas K. Gregory, University of New Hampshire Main Campus, Ocean Process Analysis Lab, Durham, NH, United States, Kalle Matso, University of New Hampshire Main Campus, School of Marine Science and Ocean Engineering, Durham, NH, United States and William H McDowell, University of New Hampshire, Natural Resources and the Environment, Durham, NH, United States

Relevant tools/programs: Google Colab

H22C-02 - Global Patterns in Shallow Groundwater Warming due to Climate Change

Oral | Tuesday, 14 December 2021 09:50 - 09:55 CST (15:50 - 15:55 UTC)

Susanne Benz, Dalhousie University, Centre for Water Resources Studies, Halifax, Canada and Barret Kurylyk, Dalhousie University, Department of Civil and Resource Engineering, Halifax, NS, Canada

Relevant tools/programs: Google Earth Engine

SY22A-02 (Invited) - Multi-source Earth Observation Data and FAIR Data Principles for Improved Natural Resource Management and Decision Making

Oral | Tuesday, 14 December 2021 09:59 - 10:06 CST (15:59 - 16:06 UTC)

Justin Huntington, Desert Research Institute, Reno, NV, United States, Tyler Erickson, Google, Earth Outreach, Mountain View, CA, United States, Jamie Harring, Climate Engine, Ottawa, Canada and Forrest S Melton, CSU Monterey Bay, NASA ARC-CREST, Seaside, CA, United States

Relevant tools/programs: Google Cloud, Google Earth Engine, OpenET

This presentation has one or more Google authors.

IN22B-06 - A Framework for Summarizing Spatial Data for Multi-Country Analyses

#06 | Tuesday, 14 December 2021 10:00 - 10:03 CST (16:00 - 16:03 UTC)

Rosanna Neuhausler, University of California Berkeley, Berkeley, CA, United States and Laurel Larsen, University of California, Department of Geography, Berkeley, CA, United States

Relevant tools/programs: Google Earth Engine

B23C-04 - Fire Regimes across Eastern Siberian Taiga and Tundra from 2001-2020

Oral | Tuesday, 14 December 2021 13:05 - 13:10 CST (19:05 - 19:10 UTC)

Anna Talucci¹, Michael M Loranty¹ and Heather Dawn Alexander², (1)Colgate University, Geography, Hamilton, NY, United States, (2)Auburn University, Auburn, AL, United States

Relevant tools/programs: Google Earth Engine

H23G-06 - Drivers of declining suspended sediment concentrations across US rivers

Oral | Tuesday, 14 December 2021 13:10 - 13:15 CST (19:10 - 19:15 UTC)

John Gardner, University of Pittsburgh, Geology and Environmental Science, Pittsburgh, PA, United States, Tamlin Pavelsky, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, Xiao Yang, University of North Carolina at Chapel Hill, Department of Earth, Marine and Environmental Sciences, Chapel Hill, NC, United States, Simon Topp, USGS Geological Survey, Menlo Park, CA, United States and Matthew Ross, Colorado State University, Ecosystem Science and Sustainability, Fort Collins, CO, United States

Relevant tools/programs: Google Earth Engine

GC24A-05 - Differentiating Oil Palm and Cocoa Plantations from Natural Forest in Ghana to Improve Land Cover Mapping

Oral | Tuesday, 14 December 2021 14:55 - 15:00 CST (20:55 - 21:00 UTC)

Jacob Abramowitz^1,2, Robert Griffin^1,2, Emil A. Cherrington^2,3 and Rebekke Muench^2,3, (1)University of Alabama in Huntsville, Atmospheric and Earth Science, Huntsville, AL, United States, (2)NASA SERVIR, Science Coordination Office, Huntsville, AL, United States, (3)University of Alabama in Huntsville, Earth System Science Center, Huntsville, AL, United States

Relevant tools/programs: Google Earth Engine

GC24A-06 - Change Detection and Machine Learning Approach for Mapping Artisanal Small-Scale Gold Mining Using C-Band SAR and Google Earth Engine

Oral | Tuesday, 14 December 2021 15:00 - 15:05 CST (21:00 - 21:05 UTC)

Modou Mbaye Sr, Cheikh Anta Diop University, Dakar, Senegal, Ndeye Marame Ngom, Département de Géologie, Faculté des Sciences et Techniques, Université Cheikh Anta Diop de Dakar, Dakar, Senegal, Gayane Faye, Université Cheikh Anta Diop, Institut des Sciences de la Terre, Dakar, Senegal and David Baratoux, French Research Insitute for Sustainable Development, Geosciences Environnement Toulouse, Toulouse, France

Relevant tools/programs: Google Earth Engine

SY24A-06 - Monitoring the Evolution of Agricultural Growth in an Arid Area in Northwest Mexico Using Free Tools in the Cloud

Oral | Tuesday, 14 December 2021 15:00 - 15:05 CST (21:00 - 21:05 UTC)

Héctor Sanvicente-Sánchez¹, Saúl Arciniega², Yolanda Solis-Alvarado¹, David Ortega Gaucin¹ and Vladimir Contreras González¹, (1)Instituto Mexicano de Tecnologia del Agua, Coordinacion de Hidrologia, Jiutepec, Mexico, (2)Universidad Nacional Autonoma de Mexico, Facultad de Ingenieria, Mexico Cyty, Mexico

Relevant tools/programs: Google Earth Engine

A25P-1882 - What (and How) MERRA-2 Reanalysis Data are Used in Applied Sciences

#1882 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Suhung Shen^1,2, Xiaohua Pan³, Guang-Dih Lei³, Irina Gerasimov³, Michael G Bosilovich⁴, Jennifer C Wei⁵, David J Meyer⁵, James G Acker⁶ and Angela Li⁷, (1)NASA GES DISC, Greenbelt, MD, United States, (2)George Mason University, Fairfax, VA, United States, (3)NASA GES DISC (ADNET Systems Inc.), Greenbelt, MD, United States, (4)NASA GSFC, Greenbelt, MD, United States, (5)NASA GSFC GES DISC, Greenbelt, MD, United States, (6)ADNET Systems Inc., Greenbelt, MD, United States, (7)NASA Goddard Space Flight Center, GES DISC, Greenbelt, MD, United States

Relevant tools/programs: Google Scholar

B25C-1472 - Seagrass Blue Carbon Mapping using Open Sentinel-2 Data and Cloud Computing in support of the Nationally Determined Contributions of The Bahamas

#1472 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Alina Blume, German Aerospace Center DLR Berlin, Optical Remote Sensing of Water, Berlin, Germany

Relevant tools/programs: Google Earth Engine

B25E-1496 - An automated decadal survey of saguaro population using deep learning

#1496 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Xinyi Shen, University of Connecticut, Groton, CT, United States, Guannan Liang, University of Connecticut, Storrs, United States, Xiao Feng, Florida State University, Department of Geography, Tallahassee, AZ, United States, Amanda Allen, Florida State University, Tallahassee, United States and National Science Foundation Data Harness Revolution (NSF-HDR) Project , "Collaborative Research: Near term forecasts of global plant distribution, community structure, and ecosystem function"

Relevant tools/programs: Google Earth

B25E-1507 - Detecting Beaver-Induced Flooding Events with NASA Earth Observations and Citizen Science to Inform Biodiversity Management in Massachusetts

#1507 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Rebecca Composto, NASA, DEVELOP Program, Washington, DC, United States and DEVELOP Boston Node Fall 2020 Team: Rebecca Composto, Ahmed Baqai, Adelaide Gonzalez, Liana Stachowicz, Celeste Gambino, Dr. Valerie Pasquarella

Relevant tools/programs: Google Earth Engine

B25E-1523 - Unravelling Mangrove Biophysical Feedback on Rapidly Prograding Delta by Integration of UAV and Satellite Imagery

#1523 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sebrian Beselly^1,2, Mick Van der Wegen^1,3, Uwe Grueters⁴, Jasper Tjaard Dijkstra³, Johan Reyns^1,3 and Dano J.A. Roelvink^1,3, (1)IHE Delft Institute for Water Education, Coastal Systems & Engineering and Port Development, Delft, Netherlands, (2)University of Brawijaya, Water Resources Engineering, Malang, Indonesia, (3)Deltares, Delft, Netherlands, (4)Justus Liebig University Giessen, Institute of Plant Ecology, Giessen, Germany

Relevant tools/programs: Google Earth Engine

GC25A-0646 - Timeliness in Forest Change Monitoring: A New Assessment Framework Demonstrated using Sentinel-1 and a Continuous Change Detection Algorithm

#0646 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Eric Bullock, US Forest Service, Ogden, UT, United States, Sean Healey, Rocky Mountain Research Station, Ogden, United States, Zhiqiang Yang, USDA Forest Service, Ogden, UT, United States, Rasmus Houborg, Planet Labs, San Francisco, United States, Noel Gorelick, Google, Mountian View, CA, United States, Xiaojing Tang, Boston University, Earth & Environment, Boston, MA, United States and Carole Andrianirina, Ministère de l'Environnement et du Développement Durable, Antananarivo, Madagascar

Relevant tools/programs: Earth Engine

This presentation has one or more Google authors.

GC25B-0656 - Long-Term Trends of Tropical Forest Degradation, Loss, and Recovery in Ghana

#0656 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Michael C Wimberly, University of Oklahoma Norman Campus, Geography and Environmental Sustainability, Norman, OK, United States, Francis K. Dwomoh, University of Oklahoma, Department of Geography and Environmental Sustainability, Norman, OK, United States, Izaya Numata, South Dakota State University, Brookings, SD, United States, Foster Kwame Mensah, Center for Remote Sensing and Geographic Information Services (CERSGIS), University of Ghana, Legon, Accra, Ghana, Jacob Amoako, Forestry Commission of Ghana, Accra, Ghana, Andrea McMahon, University of Oklahoma Norman Campus, Geography and Environmental Sustainability, Norman, United States and Dawn M Nekorchuk, University of Oklahoma, Geography and Environmental Sustainability, Norman, OK, United States

Relevant tools/programs: Google Earth Engine

GC25B-0659 - Predicting the Likelihood of Human-Elephant Conflict and Assessing Patterns in Human-Elephant Conflict & Movements Over Varying Habitat Conditions in the Kavango-Zambezi Area

#0659 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Ariel Calle, Madison Bradley, Michael Corley and Erica Kriner, NASA DEVELOP Program - SSAI, University of Georgia, Athens, GA, United States

Relevant tools/programs: Google Earth Engine

GC25B-0662 - Using Google Earth Engine to analyze the development of six capitals in East Africa by Earth observation dataset.

#0662 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Tianyu Luo, Yaozheng Wang, Zezhe Xiang, Conrad Wong, Honning Lai and Tunan Zhuang, Silicon Valley High-Tech and Education Center, Belmont, CA, United States

Relevant tools/programs: Google Earth Engine

GC25K-0763 - Spatial Indices and SDG Indicator based Urban Environmental Change Detection of the Major Cities in Bangladesh

#0763 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sumya Tasnim, Farzana Mahbub, Gopa Biswas and Dewan Mohammad Enamul Haque, University of Dhaka, Department of Disaster Science and Management (DSM), Dhaka, Bangladesh

Relevant tools/programs: Google Earth Engine

GC25N-0810 - Utilizing Large-Scale Aerial Remote Sensing Campaigns to Improve Estimates of Methane Emission Factors from Pipelines in the Permian Basin

#0810 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Jevan Yu, Stanford University, Stanford, CA, United States, Benjamin Hmiel, Environmental Defense Fund, New York, NY, United States, David Richard Lyon, Environmental Defense Fund, Austin, TX, United States and Erin Murphy, Environmental Defense Fund, Washington, DC, United States

Relevant tools/programs: Google Street View

GH25B-0629 - Assessing Land Cover Change Dynamics in the Peruvian Amazon to Map Outbreak Risk and Inform Public Health Interventions for Zoonotic Disease Prevention

#0629 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Nataly Chacon, Elizabeth Stapleton, Nelson Huffaker, Ariel Calle and Oliver Nguyen, NASA DEVELOP Program - SSAI, University of Georgia, Athens, GA, United States

Relevant tools/programs: Google Earth Engine

GH25B-0638 - Satellite-based residential greenness and diabetes incidence in two prospective cohorts of U.S. women

#0638 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Melissa Fiffer¹, Peter James^2,3, Hari S Iyer^4,5, Isabel Holland^2,6, Rachel C. Nethery⁷, Qi Sun^6,8, Francine Laden^6,9 and Jaime E Hart^2,6, (1)Harvard T. H. Chan School of Public Health, Department of Environmental Health, Boston, MA, United States, (2)Harvard T.H. Chan School of Public Health, Department of Environmental Health, Boston, MA, United States, (3)Harvard Medical School and Harvard Pilgrim Health Care Institute, Department of Population Medicine, Boston, MA, United States, (4)Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, United States, (5)Dana Farber Cancer Institute, Division of Population Sciences, Boston, MA, United States, (6)Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States, (7)Harvard T.H. Chan School of Public Health, Department of Biostatistics, Boston, MA, United States, (8)Harvard T.H. Chan School of Public Health, Departments of Nutrition & Epidemiology, Boston, MA, United States, (9)Harvard T.H. Chan School of Public Health, Departments of Environmental Health & Epidemiology, Boston, MA, United States

Relevant tools/programs: Google Earth Engine

IN25C-0461 - An Automated Deep Learning-based System to Monitor River Ice conditions in Northern Watersheds Using JPSS VIIRS Imagery

#0461 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Marouane Temimi, Stevens Institute of Technology, Union City, NJ, United States, Naira Chaouch, NOAA CREST Institute/City University of New York, New York, NY, United States, Alison MacNeil, NOAA Northeast River Forecast Center, Taunton, MA, United States, David R. Vallee, National Weather Service, Hydrologist in Charge, Taunton, MA, United States and Bill Sjoberg, GST Contractor Supporting NOAA, Lanham, MD, United States

Relevant tools/programs: Google Earth Engine

IN25C-0468 - High-Resolution Global Inland Surface Water Monitoring using PlanetScope Data and Supervised Learning with Bootstrapped Noisy Labels

#0468 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sayantan Majumdar¹, Ramesh Nair¹, Amit Kapadia¹, Jesus Martinez Manso¹, Cameron Bronstein¹, Brad Neuberg¹, Samapriya Roy¹, Benjamin Goldenberg¹, Justin Davis¹, Kelsey Jordahl¹ and Ryan Smith², (1)Planet Labs, San Francisco, CA, United States, (2)Missouri University of Science and Technology, Geosciences and Geological and Petroleum Engineering, Rolla, MO, United States

Relevant tools/programs: Google Cloud

SY25E-0617 - Tool CREOL: Using Earth Observations to Monitor Ecosystem Health for the Preservation of Coastal Louisiana

#0617 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Taryn Waite, Mariam Moeen, Daniel Babin, Tasos Tentoglou and Kelly Young, NASA DEVELOP Program - SSAI, Ames Research Center, Moffett Field, CA, United States

Relevant tools/programs: Google Earth Engine

SY25E-0622 - Utilizing NASA Earth Observations to Detect and Assess the Impacts of Estuarine Breach Events for Improved Coastal Wetland Monitoring and Management

#0622 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Karina Alvarez, Alex Gunnerson, Sarah Allison Rose Payne, Rachel Darling and Sophia Stonebrook, NASA DEVELOP Program - SSAI, JPL, Pasadena, CA, United States

Relevant tools/programs: Google Earth Engine

V25B-0111 - Introducing KARAR: A FAIR (Findable, Accessible, Interoperable, and Reproducible) ⁴⁰Ar/³⁹Ar and K/Ar Geochronology Data Repository Utilizing the FIESTA Domain Repository System

#0111 | Tuesday, 14 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Nicholas Jarboe, University of California San Diego, Scripps Institution of Oceanography, La Jolla, CA, United States, Rupert Minnett, Cogense, Inc., Seattle, WA, United States, Anthony A P Koppers, Oregon State University, Corvallis, OR, United States, Courtney Jean Sprain, Berkeley Geochronology Center, Berkeley, United States and Paul R Renne, Berkeley Geochronology Center, Berkeley, CA, United States

Relevant tools/programs: Google Dataset Search

Wednesday, 15 December 2021

U31A-01 (Invited) - Critical Remote Sensing

Oral | Wednesday, 15 December 2021 08:10 - 08:10 CST (14:10 - 14:10 UTC)

Aaron J Piña, NASA Headquarters, Washington, DC, United States

Relevant tools/programs: Google Earth Engine

U31A-02 (Invited) - Critical Remote Sensing for the geosciences

Oral | Wednesday, 15 December 2021 08:10 - 08:10 CST (14:10 - 14:10 UTC)

Yaitza Luna-Cruz, NASA Headquarters, Earth Science Data Systems, Washington, DC, United States

Relevant tools/programs: Google Earth Engine

U31A-03 (Invited) - Whom does satellite data empower or Disempower? Can it ultimately cause more harm than good? Reflections on using satellites to map floods, informal urban settlements, and forest loss caused by narcotrafficking.

Oral | Wednesday, 15 December 2021 08:10 - 08:10 CST (14:10 - 14:10 UTC)

Beth Tellman, University of Arizona, Geography, Tucson, United States

Relevant tools/programs: Google Earth Engine

H31H-06 - Forward vs. Inverse Methods for Using Near-Real-Time Streamflow Observation Data in Long Short-Term Memory Networks

Online Oral | Wednesday, 15 December 2021 08:25 - 08:30 CST (14:25 - 14:30 UTC)

Grey Stephen Nearing^1,2, Frederik Kratzert³, Daniel Klotz³, Martin Gauch⁴, Jonathan M Frame⁵ and Sella Nevo⁶, (1)Google Research, Mountain View, CA, United States, (2)University of California Davis, Land, Air, & Water Resources, Davis, CA, United States, (3)Johannes Kepler University, Institute for Machine Learning, Linz, Austria, (4)University of Waterloo, David R. Cheriton School of Computer Science, Waterloo, ON, Canada, (5)University of Alabama, Geological Sciences, Tuscaloosa, AL, United States, (6)Google, Research, Tel Aviv, Israel

Relevant tools/programs: Google Floods

This presentation has one or more Google authors.

B31C-06 - Describing Ecosystem Changes Using NEON Hyperspectral Data within Google Earth Engine

Oral | Wednesday, 15 December 2021 08:42 - 08:49 CST (14:42 - 14:49 UTC)

John Adler, NEON, Boulder, CO, United States and John Musinsky, National Ecological Observatory Network, Boulder, CO, United States

Relevant tools/programs: Google Earth Engine

EP31B-07 - Assessing global changes in extents and trends in river deltas with the Landsat catalog

Oral | Wednesday, 15 December 2021 08:56 - 09:01 CST (14:56 - 15:01 UTC)

Daniel Jensen^1,2, Marc Simard³, Alexandra Christensen⁴ and Charles Marshak⁴, (1)University of California Los Angeles, Geography, Los Angeles, CA, United States, (2)NASA Jet Propulsion Laboratory, NASA Postdoctoral Program, Pasadena, CA, United States, (3)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (4)NASA Jet Propulsion Laboratory, Pasadena, CA, United States

Relevant tools/programs: Google Earth Engine

H32H-04 - Design of Stormwater Drainage Network in SWMM to Alleviate Urban Flood Hazard of Dhaka City

Online Oral | Wednesday, 15 December 2021 10:03 - 10:08 CST (16:03 - 16:08 UTC)

Siam Alam, Bangladesh University of Engineering & Technology, Dhaka, Bangladesh, Afeefa Rahman, University of Illinois at Urbana Champaign, Department of Civil and Environmental Engineering, Urbana, IL, United States and Anika Yunus, Professor, Department of Water Resources Engineering, BUET, Dhaka, Bangladesh

Relevant tools/programs: Google Earth

IN32A-04 - Cloud-Optimized Data Service for Multispectral and Hyperspectral Observations

Oral | Wednesday, 15 December 2021 10:03 - 10:08 CST (16:03 - 16:08 UTC)

Thomas Loubrieu¹, Thomas Huang², William Phyo², Nga T Chung³, Mark A Friedl⁴, Ioannis Liagouris⁵, Minkyu Moon⁶ and Daniel Cunha⁵, (1)Jet Propulsion Laboratory, California Institute of Technology., Pasadena, CA, United States, (2)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (3)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (4)Boston University, Earth and Environment, Boston, MA, United States, (5)Boston University, Boston, United States, (6)Boston University, Boston, MA, United States

Relevant tools/programs: Google Search

H32D-05 - Simulating compound flooding in Japan with a cloud-based nation-wide modeling system

Oral | Wednesday, 15 December 2021 10:10 - 10:15 CST (16:10 - 16:15 UTC)

Zhuo Liu¹, Yinglong J Zhang², Wei Huang², Yi Liu¹, Sam Lamont¹, Feyera A Hirpa¹, Yu Zhang¹, Ting Li¹, Brett Baker¹, Wang Zhan¹ and Shabaz Patel¹, (1)One Concern, Inc., Menlo Park, CA, United States, (2)Virginia Institute of Marine Science, Gloucester Point, VA, United States

Relevant tools/programs: Google Cloud

IN32A-06 (Invited) - Leveraging historical and near-real-time satellite data to mitigate flood risk and build resilience

Oral | Wednesday, 15 December 2021 10:13 - 10:18 CST (16:13 - 16:18 UTC)

Beth Tellman^1,2, Jonathan Sullivan³, Colin Doyle⁴, Tyler Anderson⁵, Emmalina Glinskis⁵, Cole Erickson⁵, Max Goodman⁵ and Afolarin Lawal⁶, (1)University of Arizona, Geography, Tucson, United States, (2)Cloud to Street, Tucson, United States, (3)University of Arizona, Tucson, AZ, United States, (4)Cloud to Street, Brooklyn, NY, United States, (5)Cloud to Street, New York, NY, United States, (6)Cloud to Street, Brooklyn, United States

Relevant tools/programs: Google Earth Engine

B32C-06 - Global land productivity datasets at 10-m spatial resolution

Oral | Wednesday, 15 December 2021 10:27 - 10:34 CST (16:27 - 16:34 UTC)

Gabriel Antunes Daldegan¹, Mariano Gonzalez-Roglich², Monica Noon³ and Alex Ivan Zvoleff¹, (1)Conservation International, Arlington, VA, United States, (2)Wildlife Conservation Society, Buenos Aires, Argentina, (3)Conservation International, Washington, United States

Relevant tools/programs: Google Earth Engine

IN33B-02 - AI Evolution in Remote Sensing Data Visualization Practices: A Journey from Real-World Imagery to Simulated Environments

#02 | Wednesday, 15 December 2021 12:48 - 12:51 CST (18:48 - 18:51 UTC)

Vineetha Menon and Thomas de de Wit, University of Alabama in Huntsville, Computer Science, Huntsville, AL, United States

Relevant tools/programs: Google Earth

H33B-04 (Invited) - Learning from Observations: The Case for a New Generation of Land Surface Models

Oral | Wednesday, 15 December 2021 13:00 - 13:05 CST (19:00 - 19:05 UTC)

Bart Nijssen¹, Andrew Bennett^1,2 and Grey Stephen Nearing^3,4, (1)University of Washington Seattle Campus, Civil and Environmental Engineering, Seattle, WA, United States, (2)University of Arizona, Department of Hydrology & Atmospheric Sciences, Tucson, AZ, United States, (3)Google Research, Mountain View, CA, United States, (4)University of California Davis, Land, Air, & Water Resources, Davis, CA, United States

Relevant tools/programs: Google Floods

This presentation has one or more Google authors.

IN33A-03 - Introducing Cyberinformatics Tool for Exploring Pre- and In-season U.S. Crop Cover

Oral | Wednesday, 15 December 2021 13:00 - 13:06 CST (19:00 - 19:06 UTC)

Chen Zhang¹, Liping Di¹, Liying Guo¹, Li Lin¹, Yahui Di¹ and Zhengwei Yang², (1)George Mason University, Center for Spatial Information Science and Systems, Fairfax, VA, United States, (2)USDA National Agricultural Statistics Service, Research and Development Division, Washington, DC, United States

Relevant tools/programs: Google Analytics

NH33A-03 - How to discover an unknown mega-landslide in the Siberian far-east

Oral | Wednesday, 15 December 2021 13:04 - 13:12 CST (19:04 - 19:12 UTC)

Ingmar Nitze, Alfred Wegener Institute Helmholtz-Center for Polar and Marine Research Potsdam, Potsdam, Germany, Hui Tang, Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Section 4.7 Earth Surface Process Modelling, Potsdam, Germany and Guido Grosse, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research Potsdam, Permafrost Research Section, Potsdam, Germany

Relevant tools/programs: Google Earth Engine

IN33B-08 - Volcanic Plume Detection Alert System utilizing data from the Atmospheric Infrared Sounder

#08 | Wednesday, 15 December 2021 13:06 - 13:09 CST (19:06 - 19:09 UTC)

Sharon E Ray¹, Vincent J Realmuto², Stephen J. Licata³, Paulo Penteado⁴, Heidar T Thrastarson³, Eric J Fetzer⁴ and Bjorn Lambrigtsen⁵, (1)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (2)JPL, Pasadena, CA, United States, (3)Jet Propulsion Laboratory, Pasadena, CA, United States, (4)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (5)Jet Propulsion Lab, Pasadena, CA, United States

Relevant tools/programs: Google Earth

B33D-04 - Effects of meteorological and ecological disturbances on tropical vegetation phenology

Oral | Wednesday, 15 December 2021 13:10 - 13:15 CST (19:10 - 19:15 UTC)

Morgan Steckler, University of Tennessee, Department of Geography, Knoxville, TN, United States, Bharat Sharma, Northeastern University, Civil and Environmental Engineering Department, Boston, MA, United States, Forrest M. Hoffman, Oak Ridge National Laboratory, Computational Sciences & Engineering Division and Climate Change Science Institute, Oak Ridge, TN, United States, William Walter Hargrove, USDA Forest Service, Vallejo, CA, United States and Jitendra Kumar, Oak Ridge National Laboratory, Oak Ridge, TN, United States

Relevant tools/programs: Google Earth Engine

SY34A-02 - Implications of the Golden Age of Remote Sensing on Earth Observation Applications in Central America

Oral | Wednesday, 15 December 2021 14:40 - 14:45 CST (20:40 - 20:45 UTC)

Emil A. Cherrington¹, Betzy E. Hernández¹, Jorge Cabrera², Daniel Irwin³, Africa Ixmucane Flores Anderson¹, Eric Ross Anderson¹, Francisco Jose Delgado⁴ and Robert Griffin⁵, (1)University of Alabama in Huntsville, Earth System Science Center, Huntsville, AL, United States, (2)Central America Integration System (SICA), San Salvador, El Salvador, (3)NASA Marshall Space Flght Ctr, Huntsville, AL, United States, (4)USRA, NASA-SERVIR, Huntsville, AL, United States, (5)University of Alabama in Huntsville, Atmospheric and Earth Science, Huntsville, AL, United States

Relevant tools/programs: Google Earth Engine

C34C-09 - Recent local drifts of large glacier rims monitored by satellite images and ground control: the western border of Bellingshausen Dome (Collins Glacier) case, King George Island, South Shetland Archipelago, Antarctica

#09 | Wednesday, 15 December 2021 14:54 - 14:57 CST (20:54 - 20:57 UTC)

Raul Ugalde¹, Delfina Castiglioni², Andrés Benvenuto³, Juan Francisco Bertona⁴, Guillermo García⁵, Lucía Samaniego⁵ and Felipe Ugalde⁶, (1)Universidad Mayor, Escuela de Geología, Santiago, Chile, (2)Kaytreng Consultores en Paleontología, Santiago, Chile, (3)Universidad de La República, Instituto de Ciencias Geológicas, Montevideo, Uruguay, (4)Satellogic Solutions SL, Barcelona, Spain, (5)Universidad de la República, Instituto de Ciencias Geológicas, Montevideo, Uruguay, (6)University of Chile, Santiago, Chile

Relevant tools/programs: Google Earth

G34A-07 - Evaluating SAR Radiometric Terrain Correction products: Optimal products for applied users

Oral | Wednesday, 15 December 2021 15:00 - 15:05 CST (21:00 - 21:05 UTC)

Africa Ixmucane Flores Anderson¹, Kelsey E. Herndon², Helen Blue Parache³, Vanesa Martin², Franz Josef Meyer⁴, Shobit Agarwal⁵, Simon Ilyushchenko⁶, Manoj Agarwal⁵, Amanda Markert² and Andrea Puzzi Nicolau⁷, (1)University of Alabama in Huntsville, Huntsville, AL, United States, (2)University of Alabama in Huntsville, Earth System Science Center, Huntsville, AL, United States, (3)NASA DEVELOP Program - SSAI, Marshall Space Flight Center, Huntsville, AL, United States, (4)University of Alaska Fairbanks, Fairbanks, AK, United States, (5)Google, San Francisco, United States, (6)Google, Mountain View, CA, United States, (7)University of Alabama in Huntsville, Department of Atmospheric Science, Huntsville, AL, United States

This presentation has one or more Google authors.

EP34A-08 - Global riverbank migration from 36 years of satellite imagery.

Oral | Wednesday, 15 December 2021 15:05 - 15:10 CST (21:05 - 21:10 UTC)

Theodore Langhorst, Elizabeth H Altenau, John R. Gardner and Tamlin Pavelsky, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States

Relevant tools/programs: Google Earth Engine

H34H-07 - Quantifying changes in tree canopy and ecosystem services in a metropolitan region in the Pacific Northwest, U.S.A.

Oral | Wednesday, 15 December 2021 15:15 - 15:20 CST (21:15 - 21:20 UTC)

Fernanda Ribeiro^1,2, Noah Young², Tanushree Biswas³, Ryan Haugo⁴ and Vivek Shandas⁵, (1)The Nature Conservancy, Portland, OR, United States, (2)Portland State University, Portland, OR, United States, (3)The Nature Conservancy, Sacramento, CA, United States, (4)The Nature Conservancy, Portland, United States, (5)Portland State University, Nohad A. Toulan School of Urban Studies and Planning, Portland, United States

Relevant tools/programs: Google Earth Engine

H35ZB-03 - Dynamic Attributes in Deep Learning Rainfall-Runoff Models to Address Non-Stationarity

Online Poster | Wednesday, 15 December 2021 16:00 - 17:15 CST (22:00 - 23:15 UTC)

Logan Qualls, University of Alabama, Tuscaloosa, AL, United States, Jonathan M Frame, University of Alabama, Geological Sciences, Tuscaloosa, AL, United States, Grey Stephen Nearing, Google Research, Mountain View, CA, United States; University of California Davis, Land, Air, & Water Resources, Davis, CA, United States and Mahmoud Saeedimoghaddam, University of California Davis, Land, Air, and Water Resources, Davis, United States

Relevant tools/programs: Google Floods

This presentation has one or more Google authors.

NH35F-07 - Memory to Map: Improving Radar Flood Maps With Temporal Context and Semantic Segmentation

Online Poster | Wednesday, 15 December 2021 16:00 - 17:15 CST (22:00 - 23:15 UTC)

Veda Sunkara, Cloud to Street, New York, NY, United States and Nicholas Leach, Cloud to Street, New York City, United States

Relevant tools/programs: Google Earth Engine

NH35F-17 - Near Real-Time Flood Mapping using Optical and SAR observations in a Novel Data Fusion and Forecasting Framework

Online Poster | Wednesday, 15 December 2021 16:00 - 17:15 CST (22:00 - 23:15 UTC)

Farrukh Chishtie^1,2, Kel Nicolas Markert³, Arjen Haag⁴, Poortinga Ate², Amanda Markert⁵, Timothy Mayer⁶, Nyein Soe Thwal⁷, Chinaporn Meechaiya⁸, Andrea Puzzi Nicolau⁹, Miguel Laverde⁸, Khun San Aung¹, Kittiphong Phongsapan¹⁰, Nicholas E Clinton¹¹, David Saah¹² and Peeranan Towashiraporn⁸, (1)SERVIR-Mekong, Bangkok, Thailand, (2)Spatial Informatics Group, LLC, Alameda, CA, United States, (3)University of Alabama in Huntsville, NASA-SERVIR, Huntsville, AL, United States, (4)Deltares, Delft, Netherlands, (5)University of Alabama in Huntsville, Earth System Science Center, Huntsville, AL, United States, (6)University of Alabama in Huntsville, Huntsville, AL, United States, (7)Asian Disaster Preparedness Center, Bangkok, Thailand, (8)Asian Disaster Preparedness Center, SERVIR-Mekong, Bangkok, Thailand, (9)Spatial Informatics Group, LLC, Alameda, AL, United States, (10)Asian Disaster Prepapredness Center, Climate Chnage and Climate Risk Management, Bangkok, Thailand, (11)Google, Mountain View, CA, United States, (12)University of San Francisco, Environmental Science, San Francisco, CA, United States

Relevant tools/programs: Google Earth Engine

This presentation has one or more Google authors.

A35D-1665 - Monitoring the Impact of COVID-19 Lockdown and Correlates on Nigeria’s Air Quality Using TROPOMI Data

#1665 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Saheed Adekunle Adekunle Raji, University of Lagos, Department of Geography, Lagos, Nigeria; Federal University of Petroleum Resources, Effurun, Department of Environmental Management and Toxicology, Effurun, Nigeria and Olubunmi Oluwakayode Odeja, Federal University of Petroleum Resources, Effurun, Department of Chemistry, Effurun, Nigeria

Relevant tools/programs: Google Earth Engine

B35A-1412 - Validation of Sentinel-2 Leaf Area Index and FAPAR Products Over North American Forests

#1412 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Richard Fernandes¹, Gang Hong², Francis Canisius³, Lixun Sun⁴, Camryn Macdougall⁵ and Hemit Shah⁴, (1)Government of Canada, Canada C, Ottawa, ON, Canada, (2)Canada Centre for Remote Sensing, Natural Resources Canada, Ottawa, ON, Canada, (3)Government of Canada, Canada Centre for Remote sensing, Ottawa, ON, Canada, (4)Government of Canada, Canada Centre for Remote Sensing, Ottawa, ON, Canada, (5)Goverment of Canada, Natural Resources Canada, Ottawa, ON, Canada

Relevant tools/programs: Google Earth Engine

B35A-1418 - Urban Forest Classification with 12 Tree Species by Fusion of Multi-period LiDAR Data Set and the Vegetation Index of Spectral Satellite Imageries

#1418 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Dae-Yeol Kim¹, Heejoon Choi², Seunghyeon Lee¹ and Youngkeun Song¹, (1)Seoul National University, Seoul, Korea, Republic of (South), (2)Seoul National University, Seoul, South Korea

Relevant tools/programs: Google Earth Engine

B35C-1438 - DISTRICT LEVEL WHEAT YIELD PREDICTION FROM COARSE RESOLUTION SATELLITE DATA USING MACHINE LEARNING TECHNIQUES

#1438 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sharad Kumar Gupta¹, Suman Kumari¹ and Sagar Taneja², (1)Punjab Remote Sensing Centre, Ludhiana, Advanced Geo-spatial Application Group, Ludhiana, India, (2)Academy of Scientific and Innovative Research, Chandigarh, India

Relevant tools/programs: Google Earth Engine

B35D-1461 - Land-cover mapping in the Andean-Amazon area using Sentinel-2 time-series data based on Google Earth Engine

#1461 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Wei Yang, Chiba University, Center for Environmental Remote Sensing, Chiba, Japan and Ziping Yang, Chiba University, Graduate School of Science and Engineering, Chiba, Japan

Relevant tools/programs: Google Earth Engine

B35D-1464 - Mapping Annual Land Cover Map Using LandTrendr Algorithm in Google Earth Engine: A Case Study of Changzhutan, China

#1464 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Yingzi Zhang¹, Shuguang Liu², Maochou Liu³, Yi Shi² and Xue Mao⁴, (1)Central South University of Forestry and Technology, Changsha, Hunan, CHINA, (2)Faculty of Life Science and Technology, and National Engineering Laboratory for Applied Technology in Forestry & Ecology in Southern China, Central South University of Forestry and Technology, Changsha, China, (3)Central South University of Forestry and Technology, Changsha, China, (4)National Engineering Laboratory for Applied Technology in Forestry & Ecology in Southern China, Central South University of Forestry and Technology, Changsha, China

Relevant tools/programs: Google Earth Engine

B35D-1469 - Recent Trends in Land Cover and Climate Across Ghana

#1469 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Amanda Payton¹, David Lagomasino², Celio Helder Resende de Sousa³, Temilola Fatoyinbo⁴, Abigail Barenblitt^5,6, Kofi Asare⁷, Kenneth Aidoo⁸, Charles Kofi Som⁹, Omar Seidu⁹, Laurent Smeets⁹, Seamus Lombardo¹⁰, Mulan Jiang¹¹ and Danielle Wood¹², (1)East Carolina University, Coastal Studies Institute, Greenville, NC, United States, (2)East Carolina University, Department of Coastal Studies, Greenville, NC, United States, (3)NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, United States, (4)NASA GSFC, Biospheric Science, Greenbelt, MD, United States, (5)Earth System Science Interdisciplinary Center, College PARK, MD, United States, (6)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (7)Ghana Space Science and Technology Institute, Accra, Ghana, (8)Ghana Atomic Energy Commission, Accra, Ghana, (9)Ghana Statistical Service, Accra, Ghana, (10)Massachusetts Institute of Technology, Department of Aeronautics and Astronautics, Cambridge, MA, United States, (11)Massachusetts Institute of Technology, Cambridge, MA, United States, (12)Massachusetts Institute of Technology, Department of Media Arts and Sciences; Department of Aeronautics and Astronautics, Cambridge, MA, United States

Relevant tools/programs: Google Earth Engine

B35D-1471 - Urban Heat Island and Its Regional Impacts Using Remotely Sensed Thermal Data – A Review of Recent Developments and Methodology

#1471 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Hua Shi, ASRC, contractor to USGS EROS, Sioux Falla, SD, United States, George Z Xian, USGS, ISAB, Sioux Falls, SD, United States and Qiang Zhou, USGS Earth Resources Observation and Science (EROS) Center Sioux Falls, Sioux Falls, SD, United States

Relevant tools/programs: Google Cloud, Google Earth Engine

B35F-1483 - Mangrove expansion exceeds loss across South Florida despite major storm damage in the last 38 years

#1483 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sean Charles, East Carolina University, Coastal Studies, Greenville, United States, David Lagomasino, East Carolina University, Department of Coastal Studies, Greenville, NC, United States and Amanda Payton, NASA Goddard Space Flight Center, Greenbelt, United States

Relevant tools/programs: Google Earth Engine

B35P-1612 - Multiple Time-series Vegetation Index Based on Satellite Data for Detecting the Phenology of Rice Paddy Field

#1612 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Xin Zhao, National Institute for Environmental Studies, Earth System Division, Biogeochemical Cycle Modeling and Analysis Section, Tsukuba, Japan and Kazuya Nishina, National Institute for Environmental Studies, Tsukuba-Shi, Japan

Relevant tools/programs: Google Earth Engine

B35P-1615 - The Sentinel GreenReport Application using Google Earth Engine

#1615 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Chen Liang¹, Dana Peterson², Jude Kastens¹ and Xingong Li¹, (1)University of Kansas, Lawrence, KS, United States, (2)Kansas Biological Survey, Lawrence, United States

Relevant tools/programs: Google Earth Engine

C35C-0886 - Iceberg distributions along Greenland Fjords, 2017 -- 2020

#0886 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Siddharth Shankar¹, Leigh A Stearns¹, Isabella M Bray¹ and Cornelis Jakob van der Veen², (1)University of Kansas, Department of Geology, Lawrence, KS, United States, (2)University of Kansas, Department of Geography and Atmospheric Science, Lawrence, KS, United States

Relevant tools/programs: Google Earth Engine

C35F-0935 - Long- and Short-term temporal analysis of satellite-derived Permafrost terrains of Himachal Pradesh, India

#0935 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Ipshita Priyadarsini Pradhan and Dericks P Shukla, Indian Institute of Technology Mandi, School of Engineering, Mandi, India

Relevant tools/programs: Google Earth Engine

C35F-0937 - Inventorying rock glaciers in the arid West Kunlun of China using SAR interferometry and deep learning

#0937 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Yan Hu, Chinese University of Hong Kong, Hong Kong, Hong Kong, Lin Liu, The Chinese University of Hong Kong, Earth System Science Programme, Hong Kong, Hong Kong, Lingcao Huang, The Chinese University of Hong Kong, Earth System Science Programme, Hong Kong, China, Lin Zhao, NUIST Nanjing University of Information Science and Technology, School of Geographical Sciences, Nanjing, China and Tonghua Wu, CAREERI/CAS Cold and Arid Regions Environmental and Engineering Research Institute, Lanzhou, China

Relevant tools/programs: Google Earth

C35H-0979 - Lead detection with Sentinel-1 in the Beaufort Gyre using Google Earth Engine.

#0979 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Jullian Williams, Stephen F Ackley and Alberto M Mestas-Nunez, NASA Center for Advanced Measurements in Extreme Environments (CAMEE), University of Texas at San Antonio, San Antonio, TX, United States

Relevant tools/programs: Google Earth Engine

ED35A-0545 - Global Impact of Aerosol Emission During COVID-19

#0545 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Mai Abdelrahman, University of Colorado Boulder, Denver, CO, UNITED STATES

Relevant tools/programs: Google Mobility Reports

ED35A-0580 - Examining Low Flow and High Flow Discharge on a Reach of the Colorado River and the Impact on Native Trout

#0580 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Marie Lim, Littleton, Colorado, UNITED STATES

Relevant tools/programs: Google Earth Engine

EP35E-1364 - Using Remote Sensing of Fluvial Sediment for the Development of a New Reservoir Trapping Algorithm within a Global Sediment Model

#1364 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Nishani Poorna Moragoda, University of Alabama, Geography, Tuscaloosa, AL, United States, Sagy Cohen, University of Alabama, Tuscaloosa, AL, United States and John R. Gardner, University of Pittsburgh, Geology and Environmental Science, Pittsburgh, NC, United States

Relevant tools/programs: Google Earth Engine

G35C-0305 - Application of LS-ASAR, a pre-cursor to NISAR mission, data for glacier mapping: a case study from Black Rapids Glacier

#0305 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Saurabh Vijay¹, Harshit Bhasin^1,2 and Umesh K Haritashya³, (1)Indian Institute of Technology Roorkee, Roorkee, India, (2)TERI School of Advanced Studies, New Delhi, India, (3)University of Dayton, Dayton, OH, United States

Relevant tools/programs: Google Earth

GC35D-0734 - Crop Classification using Bayesian Hyperparameter Optimized Machine Learning Techniques and Multi-temporal Sentinel-2 Data

#0734 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Mayuri Mane¹, Trisha Sharma¹ and Thota Sivasankar², (1)NIIT University, Computer Science and Engineering, Neemrana, India, (2)NIIT University, Geographic Information Systems, Neemrana, India

Relevant tools/programs: Google Earth Engine

GC35K-0808 - Micro-scale features in Urban Heat Islands: the case of artificial turf sports fields.

#0808 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Vasco Manuel Mantas, University of Coimbra, Department of Earth Sciences, Coimbra, Portugal and George Z Xian, USGS, ISAB, Sioux Falls, SD, United States

Relevant tools/programs: Google Earth Engine

GC35L-0819 - A global examination of the impact of different approaches for prescribing land emissivity on satellite-derived urban heat islands

#0819 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Tirthankar Chakraborty, Yale University, New Haven, CT, United States, Xuhui Lee, Yale University, School of Forestry and Environmental Studies, New Haven, CT, United States, Sofia Ermida, IPMA Instituto Português do Mar e da Atmosfera, Lisboa e Região, Portugal and Wenfeng Zhan, UEST University of Electronic Science & Technology of China, Chengdu, China

Relevant tools/programs: Google Earth Engine

GC35L-0830 - Expansion of the vegetated areas by human activities and vegetation growth simultaneously explain the greening of Seoul

#0830 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Yorum Hwang, Seoul National University, Department of Landscape Architecture and Rural Systems Engineering, Seoul, Korea, Republic of (South), Youngryel Ryu, Seoul National University, Department of Landscape Architecture and Rural Systems Engineering, Seoul, South Korea and Sai Qu, Wuhan University, School of resources and Environmental Sciences, Wuhan, China

Relevant tools/programs: Google Earth Engine

GH35C-0682 - An Integrated System for Estimating Burn Severity, Day-of-Burning, and Emissions with Google Earth Engine

#0682 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Qingqing Xu, University of California Merced, Environmental Systems, Merced, CA, United States, Leroy Westerling, UC Merced, Merced, United States, Andrew Notohamiprodjo, University of California Merced, Merced, United States, Joshua J Picotte, ASRC Federal Data Solutions, Contractor to the USGS Earth Resources Observation and Science (EROS) Center, Sioux Falls, SD, United States, Sean Parks, USDA Forest Service, Missoula, United States and Christine Wiedinmyer, Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, CO, United States

Relevant tools/programs: Google Earth Engine

GP35A-0314 - MagIC Data Repository Update: Data Translation Script For IRM Data Files Available, MagIC Funded JupyterHub for Running PmagPy Without Local Installation, EPOS-MSL Collaboration is Live, Datasets Crawled and Presented by Google's Dataset Search and EarthCube's GeoCODES

#0314 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Nicholas Jarboe, Scripps Institution of Oceanography, La Jolla, CA, United States, Rupert Minnett, Cogense, Inc., Seattle, WA, United States, Lisa Tauxe, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, United States, Anthony A P Koppers, Oregon State University, Corvallis, OR, United States and Catherine Constable, UCSD, La Jolla, CA, United States

Relevant tools/programs: Google Dataset Search

H35E-1082 - Estimating Actual Evapotranspiration for an Urbanized Watershed

#1082 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Dinah Carlton¹, Jeremy Diem² and Luke Pangle¹, (1)Georgia State University, Atlanta, GA, United States, (2)Georgia State University, Department of Geosciences, Atlanta, GA, United States

Relevant tools/programs: Google Earth

H35Q-1234 - Mapping Flow-obstructing Structures on Global Rivers

#1234 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Xiao Yang¹, Tamlin Pavelsky², Matthew Ross³, Stephanie Januchowski-Hartley⁴, Wayana Dolan⁵, Elizabeth H Altenau², Michael Belanger⁶, Danesha Kay Byron⁶, Michael T Durand⁷, Ian Van Dusen⁸, Hailey Galit⁶, Michiel Jorissen⁹, Theodore Langhorst², Eric Lawton¹⁰, Riley Lynch¹¹, Katie A. McQuillan¹², Sayali Pawar⁴ and Aaron Whittemore¹³, (1)University of North Carolina at Chapel Hill, Department of Earth, Marine and Environmental Sciences, Chapel Hill, NC, United States, (2)University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, (3)Colorado State University, Ecosystem Science and Sustainability, Fort Collins, CO, United States, (4)Swansea University, Cardiff, United Kingdom, (5)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (6)University of North Carolina at Chapel Hill, Chapel Hill, United States, (7)Byrd Polar Research Center, Columbus, OH, United States, (8)Occidental College, Geology, Los Angeles, CA, United States, (9)Independent Research Aide, NA, Netherlands, (10)Independent Research Aide, NA, Canada, (11)Colorado State University, Department of Ecosystem Science and Sustainability, Fort Collins, CO, United States, (12)North Carolina State University, Forestry and Natural Resources, Raleigh, NC, United States, (13)Virginia Polytechnic Institute and State University, Blacksburg, NC, United States

Relevant tools/programs: Google Earth Engine

H35Q-1235 - Mapping Agricultural Tile Drainage across the US Midwest using Satellite Imagery and Random Forest Machine Learning

#1235 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Luwen Wan¹, Anthony D Kendall¹ and David Hyndman^1,2, (1)Michigan State University, Department of Earth and Environmental Sciences, East Lansing, MI, United States, (2)University of Texas at Dallas, School of Natural Sciences and Mathematics, Richardson, TX, United States

Relevant tools/programs: Google Earth Engine

H35T-1268 - Potential Use of Near-real-time Remote Sensing Data for Proactive Water Shortage Monitoring

#1268 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Hui Wang¹, Tirusew Asefa¹ and Qiusheng Wu², (1)Tampa Bay Water, Dunedin, FL, United States, (2)University of Tennessee, Geography, Knoxville, United States

Relevant tools/programs: Google Earth Engine

H35T-1281 - Improving calibration of numerical groundwater models in arid zones using Earth Engine Evapotranspiration Flux and PEST

#1281 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Nicole Blin, Pontifical Catholic University of Chile, Santiago, Chile and Francisco I Suarez, Pontifical Catholic University of Chile, Hydraulic and Environmental Engineering, Santiago, Chile

Relevant tools/programs: Google Earth Engine

H35X-1306 - Urban heating, thermal exposure, and heat waves

#1306 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Rocky Talchabhadel, Texas A&M University, Texas A&M AgriLife Research, El Paso, United States, Saurav Kumar, Texas A&M University, Texas A&M AgriLife Research, El Paso, TX, United States and Cynthia Sanchez, University of Texas at El Paso, El Paso, United States

Relevant tools/programs: Google Earth Engine

NH35A-0457 - Utilization of ICESat-2 and Pleiades Stereo Datasets for assessments of Changes in Elevation in Complex Himalayan Terrain due to the Rockslide at Trishul Mountain Range near Ronti Glacier, Chamoli

#0457 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Ashutosh Bhardwaj, Indian Institute of Remote Sensing, Photogrammetry and Remote Sensing Department, Dehradun, India, C M Bhatt, Indian Institute of Remote Sensing, Disaster Management Studies Department, Dehradun, India and Prakash Chauhan, Indian Institute of Remote Sensing, ISRO, Dehradun, India

Relevant tools/programs: Google Earth

NH35E-0509 - Generating satellite SAR-based landslide density heatmaps for rapid landslide detection in Google Earth Engine

#0509 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Alexander L Handwerger¹, Mong-Han Huang², Pukar Man Amatya³, Shannan Yakira Jones², Hannah Rae Kerner⁴ and Dalia Kirschbaum⁵, (1)University of California Los Angeles, Los Angeles, CA, United States, (2)University of Maryland, College Park, Geology, College Park, MD, United States, (3)Universities Space Research Association, Columbia, MD, United States, (4)University of Maryland, College Park, Geography, College Park, MD, United States, (5)NASA Goddard Space Flight Center, Hydrological Sciences Laboratory, Greenbelt, MD, United States

Relevant tools/programs: Google Earth Engine

U35A-2263 - An URGE Pod Remix: Benefits, Challenges, and Next Steps from a Multi-Institution Pod

#2263 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Catherine A. Macris¹, Ali M Bramson², Miguel F Cruz³, Gregory K Druschel⁴, William Gilhooly III³, Anna Jessee³, Brandon C. Johnson², Joe Lee-Cullin⁵, Kathy Licht⁶, Ian Marrs¹, Michael McRivette⁷, Carrie A Menold⁸, Michelle S Thompson⁹ and Lixin Wang⁴, (1)Indiana University Purdue University Indianapolis, Indianapolis, IN, United States, (2)Purdue University, West Lafayette, IN, United States, (3)Indiana University Purdue University Indianapolis, Earth Sciences, Indianapolis, IN, United States, (4)Indiana University Purdue University Indianapolis, Department of Earth Sciences, Indianapolis, IN, United States, (5)Albion College, Earth and Environment, Albion, MI, United States, (6)IUPUI, Earth Sciences, Indianapolis, IN, United States, (7)Albion College, Albion, MI, United States, (8)Albion College, Geological Sciences, Albion, MI, United States, (9)Purdue University, West Lafayette, United States

Relevant tools/programs: Google Drive

V35E-0176 - Automatic detection of volcanic thermal features using satellite observations

#0176 | Wednesday, 15 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Claudia Corradino¹, Michael S Ramsey², Tyler Nathan Leggett² and Ciro Del Negro¹, (1)INGV - National Institute of Geophysics and Volcanology, Etna Volcano Observatory, Catania, Italy, (2)University of Pittsburgh, Department of Geology and Environmental Science, Pittsburgh, PA, United States

Relevant tools/programs: Google Earth Engine

EP35A-02 - Distribution, classification, and hydrodynamics of wetlands in Indian drylands

Online eLightning | Wednesday, 15 December 2021 16:05 - 16:10 CST (22:05 - 22:10 UTC)

Manudeo Narayan Singh and Rajiv Sinha, Indian Institute of Technology Kanpur, Department of Earth Sciences, Kanpur, India

Relevant tools/programs: Global Surface Water

Thursday, 16 December 2021

A41E-02 (Invited) - A New Flood Forecasting System for the Missouri River Basin Along the Iowa-Nebraska Border

Online Oral | Thursday, 16 December 2021 08:05 - 08:10 CST (14:05 - 14:10 UTC)

Witold F Krajewski, Daniel Gilles, Radoslaw Goska, Felipe Quintero, Nicolas Velasquez, Larry J Weber and Nathan Young, University of Iowa, Iowa City, IA, United States

Relevant tools/programs: Google Maps

B41B-01 (Invited) - Global Land Cover and Land Cover Change for the 21^st Century using Landsat time series

Oral | Thursday, 16 December 2021 08:05 - 08:10 CST (14:05 - 14:10 UTC)

Curtis E Woodcock¹, Paulo A Arevalo¹, Eric Bullock², Radost Stanimirova³, Mark A Friedl¹, Pontus Olofsson¹, Thomas R Loveland⁴, Christopher Barber⁵, Konrad Turlej⁶, Zhe Zhu⁷, Yingtong Zhang¹ and Katelyn Tarrio¹, (1)Boston University, Earth and Environment, Boston, MA, United States, (2)US Forest Service, Ogden, UT, United States, (3)Boston University, Boston, MA, United States, (4)USGS EROS Data Ctr, Sioux Falls, SD, United States, (5)ASRC Federal InuTeq, Contractor to the U.S. Geological Survey (USGS) Earth Resources Observation and Science (EROS) Center, work performed under USGS contract G13PC00028, Sioux Falls, SD, United States, (6)University of Wisconsin Madison, Department of Forest and Wildlife Ecology, Madison, WI, United States, (7)University of Connecticut, Department of Natural Resources and the Environment, Groton, CT, United States

Relevant tools/programs: Google Earth Engine

B41B-04 - Challenges for global mapping of land cover change using Landsat time series

Oral | Thursday, 16 December 2021 08:20 - 08:25 CST (14:20 - 14:25 UTC)

Paulo A Arevalo¹, Yingtong Zhang¹, Radost Stanimirova², Curtis E Woodcock¹ and Thomas R Loveland³, (1)Boston University, Earth and Environment, Boston, MA, United States, (2)Boston University, Boston, MA, United States, (3)USGS EROS Data Ctr, Sioux Falls, SD, United States

Relevant tools/programs: Google Earth Engine

C41A-07 - Automated iceberg detection using Google Earth Engine and ArcticDEM

Oral | Thursday, 16 December 2021 08:32 - 08:37 CST (14:32 - 14:37 UTC)

Connor Shiggins¹, James Lea², Stephen Brough² and Dominik Fahrner³, (1)University of Liverpool, Liverpool, L69, United Kingdom, (2)University of Liverpool, Department of Geography and Planning, Liverpool, United Kingdom, (3)University of Liverpool, Department of Geography and Planning, Liverpool, L69, United Kingdom

Relevant tools/programs: Google Earth Engine

ED41A-06 - Environmental and Climate Literacy Professional DevelopmentThe Community Resources for Science develops and coordinates virtual and in-person professional development education workshops for educators interested in increasing their ability to teach environmental and climate concepts to students Kindergarten-12th grade.

Oral | Thursday, 16 December 2021 08:35 - 08:40 CST (14:35 - 14:40 UTC)

Eric Havel, Organization Not Listed, Washington, DC, United States and Teresa Barnett, Community Resources for Science, Berkeley, CA, United States

Relevant tools/programs: Google Jamboard

H41K-13 - The effect of cascade hydropower group's leading reservoir regulation control on nitrogen migration

Online eLightning | Thursday, 16 December 2021 08:36 - 08:39 CST (14:36 - 14:39 UTC)

Qingqing Sun, Tianjin University, Tianjin, China

Relevant tools/programs: Google Earth

C41A-08 - Distribution and motion of icebergs in a proglacial mélange: weekly observations from 2020 at Helheim Glacier, East Greenland

Oral | Thursday, 16 December 2021 08:37 - 08:42 CST (14:37 - 14:42 UTC)

Leigh A Stearns¹, Siddharth Shankar¹, Michael G Shahin² and Cornelis Jakob van der Veen³, (1)University of Kansas, Department of Geology, Lawrence, KS, United States, (2)University of Kansas, Lawrence, KS, United States, (3)University of Kansas, Department of Geography and Atmospheric Science, Lawrence, KS, United States

Relevant tools/programs: Google Earth Engine

B42C-01 (Invited) - OpenET: Operational Evapotranspiration Data for Water Management in the Western United States

Oral | Thursday, 16 December 2021 09:50 - 09:55 CST (15:50 - 15:55 UTC)

Forrest S Melton^1,2, Justin L Huntington³, Robyn Grimm⁴, Jamie Herring⁵, Maurice Hall⁴, Tyler Erickson⁶, Richard G. Allen⁷, Martha Anderson⁸, Matthew Bromley⁹, Will Carrara², Britta Daudert¹⁰, Conor Doherty¹¹, Christian Dunkerly¹², Joshua B Fisher¹³, MacKenzie Friedrichs¹⁴, Alberto Guzman¹⁵, Christopher Hain¹⁶, Gregory Halverson¹⁷, Jody Hansen¹⁸, Jordan Harding¹⁹, Lee Johnson^20,21, Yanghui Kang²², Ayse Kilic²³, Margot Malloy²⁴, Amber Jean McCullum²⁵, Blake Minor³, Charles Morton⁹, Mega Patel²⁴, Samuel Ortega-Salazar²⁶, Thomas Ott³, Peter Revelle²⁶, Anderson Ruhoff²⁷, Gabriel B Senay²⁸, John Volk³, Tianxin Wang²⁹ and Yun Yang³⁰, (1)California State University Monterey Bay, Seaside, CA, United States, (2)NASA Ames Research Center Cooperative for Research in Earth Science and Technology, Moffett Field, CA, United States, (3)Desert Research Institute, Division of Hydrologic Sciences, Reno, NV, United States, (4)Environmental Defense Fund, Sacramento, CA, United States, (5)HabitatSeven, Ottawa, ON, Canada, (6)Google, Earth Outreach, Mountain View, CA, United States, (7)University of Idaho, Department of Biological and Agricultural Engineering, Moscow, ID, United States, (8)USDA ARS Hydrology and Remote Sensing Laboratory, Beltsville, MD, United States, (9)Desert Research Institute, Reno, NV, United States, (10)Desert Research Institute Reno, Division of Hydrologic Sciences, Reno, NV, United States, (11)Stanford University, Stanford, CA, United States, (12)Desert Research Institute Reno, Reno, United States, (13)UCLA, Los Angeles, CA, United States, (14)EROS/SGT, Inc, Sioux Falls, SD, United States, (15)CSU Monterey Bay, NASA ARC-CREST, Seaside, CA, United States, (16)National Integrated Drought Information System, Boulder, CO, United States, (17)NASA Jet Propulsion Laboratory, Pasadena, United States, (18)Desert Research Institute, Reno, United States, (19)Habitat Seven, Ottawa, Canada, (20)NASA ARC-CREST, Moffett Field, CA, United States, (21)CSU Monterey Bay, Seaside, CA, United States, (22)USDA ARS, Hydrology and Remote Sensing Lab, Beltsville, MD, United States, (23)University of Nebraska-Lincoln, Lincoln, NE, United States, (24)CEA Consulting, San Francisco, United States, (25)Bay Area Environmental Research Institute/NASA Ames Research Center, Moffett Field, CA, United States, (26)University of Nebraska Lincoln, Lincoln, NE, United States, (27)IPH / UFRGS, Porto Alegre, Brazil, (28)U.S. Geological Survey Earth Resources Observation and Science (EROS) Center, EROS/North Central Climate Adaptation Science Center, Fort Collins, CO, United States, (29)UC Berkeley, Berkeley, CA, United States, (30)University of Maryland College Park, ESSIC, College Park, MD, United States

Relevant tools/programs: Google Earth Engine, OpenET

This presentation has one or more Google authors.

B42C-02 - Monitoring irrigation by fusion of OLI/TIRS and MODIS data using cloud computing: A study in the Brazilian semiarid region

Oral | Thursday, 16 December 2021 09:55 - 10:00 CST (15:55 - 16:00 UTC)

Thomas Rocha Ferreira^1,2, Bernardo barbosa Da Silva¹, Christopher M U M U Neale³, Edivaldo Afonso de Oliveira Serrão¹, Carlos A Costa dos Santos¹, Madson Tavares Silva¹, Magna SB Moura⁴ and Lineu Neiva Rodrigues⁵, (1)UFCG Federal University of Campina Grande, UACA Atmospheric Sciences Academic Unit, Campina Grande, Brazil, (2)University of Nebraska Lincoln, Robert B. Daugherty Water for Food Global Institute, Lincoln, United States, (3)University of Nebraska, Daugherty Water for Food Global Institute, Lincoln, NE, United States, (4)EMBRAPA Brazilian Agricultural Research Corportation, Embrapa Tropical Semiarid, Petrolina, Brazil, (5)Embrapa Cerrados, Planaltina, Brazil

Relevant tools/programs: Google Cloud, Google Colab, Google Earth Engine

IN42B-06 - Mapping River Salinization Using Airborne Electromagnetic Data and Unsupervised Machine Learning

Oral | Thursday, 16 December 2021 10:18 - 10:24 CST (16:18 - 16:24 UTC)

Jiajia Sun, University of Houston, Department of Earth and Atmospheric Sciences, Houston, TX, United States, Rohan Mehta, The Woodlands College Park High School, The Woodlands, TX, United States and Dikun Yang, Southern University of Science and Technology, Earth and Space Sciences, Shenzhen, China

Relevant tools/programs: Google Colab

A42C-08 - Large-scale mapping of the urban thermal environment using citizen weather stations

#1941 | Thursday, 16 December 2021 10:20 - 10:25 CST (16:20 - 16:25 UTC)

Tirthankar Chakraborty, Yale University, New Haven, CT, United States, Zander Venter, Terrestrial Ecology Section, Norwegian Institute for Nature Research, Oslo, Norway, Xuhui Lee, Yale University, School of Forestry and Environmental Studies, New Haven, CT, United States and Yun Qian, Pacific Northwest National Laboratory, Richland, WA, United States

Relevant tools/programs: Google Earth Engine

SY42A-06 - Art and design classrooms are unique laboratories for pedagogy in earth science

Oral | Thursday, 16 December 2021 10:20 - 10:25 CST (16:20 - 16:25 UTC)

Sarah Rosengard, The School of the Art Institute of Chicago, Liberal Arts, Chicago, IL, United States

Relevant tools/programs: Google Earth Engine

H43B-01 - Arctic-Boreal Wetland Vegetation Communities Mapping in the Peace-Athabasca Delta Using AVIRIS-NG Hyperspectral Data

Oral | Thursday, 16 December 2021 12:45 - 12:50 CST (18:45 - 18:50 UTC)

Chao Wang¹, Tamlin Pavelsky¹, Ethan D. Kyzivat², Fangfang Yao³, Xiao Yang⁴, Fenix Garcia Tigreros⁵, Conghe Song⁶, Shuai Zhang⁷, Theodore Langhorst¹, Laurence C Smith⁸, Mark Dornblaser⁹, Kimberly Wickland⁹, Martin Kurek¹⁰, Robert G Spencer¹¹, Robert G Striegl¹² and David E Butman¹³, (1)University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, (2)Brown University, Department of Earth, Environmental and Planetary Sciences and Institute at Brown for Environment and Society, Providence, RI, United States, (3)University of Colorado at Boulder, Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States, (4)University of North Carolina at Chapel Hill, Department of Earth, Marine and Environmental Sciences, Chapel Hill, NC, United States, (5)University of Washington Seattle Campus, Seattle, WA, United States, (6)University of North Carolina at Chapel Hill, Department of Geography, Chapel Hill, NC, United States, (7)University of South Florida, St. Petersburg, FL, United States, (8)Brown University, Department of Earth, Environmental and Planetary Sciences, Providence, RI, United States, (9)US Geological Survey, Boulder, CO, United States, (10)Florida State University, Tallahassee, United States, (11)Florida State University, Tallahassee, FL, United States, (12)USGS, Hydro-Ecological Interactions Branch, Boulder, CO, United States, (13)University of Washington, School of Environmental and Forest Sciences, Seattle, WA, United States

Relevant tools/programs: Google Earth Engine

GC43D-02 - Dynamic World: Near real-time global 10m land use land cover mapping

Oral | Thursday, 16 December 2021 12:55 - 13:00 CST (18:55 - 19:00 UTC)

Chris Brown¹, Steven P Brumby², Brookie P Guzder-Williams³, Tanya Birch⁴, Samantha Brookes Hyde², Joseph Mazzariello², Wanda Czerwinski¹, Valerie J Pasquarella⁵, Robert Haertel⁶, Simon Ilyushchenko⁷, Kurt D Schwehr⁴, Mikaela Weisse⁸, Fred Stolle⁸, Craig Hanson⁹, Oliver J Guinan¹⁰, Rebecca T Moore⁴ and Alex Tait¹¹, (1)Google, Geo For Everyone, Machine Learning Data Products, Mountain View, CA, United States, (2)Impact Observatory, Washington DC, United States, (3)World Resources Institute, San Francisco, CA, United States, (4)Google, Mountain View, CA, United States, (5)Boston University, Earth and Environment, Boston, MA, United States, (6)Google, Google Cloud Platform, Mountain View, United States, (7)Google, Mountain View, United States, (8)World Resources Institute, Washington DC, DC, United States, (9)World Resources Institute, Washington DC, United States, (10)Google, Geo For Everyone, Mountain View, CA, United States, (11)National Geographic Society, Washington, DC, United States

Relevant tools/programs: Dynamic World

This presentation has one or more Google authors.

H43B-03 - Decoding the feedback relationship between recurrent flood and land use-land cover change in a deltaic river basin using remote sensing approach.

Oral | Thursday, 16 December 2021 12:55 - 13:00 CST (18:55 - 19:00 UTC)

Ashrumochan Mohanty¹, Soumyaranjan Sahoo¹, Ravindra Kale² and Bhabagrahi Sahoo¹, (1)Indian Institute of Technology Kharagpur, School of Water Resources, Kharagpur, India, (2)Scientist “D”, Western Himalyan Regional Center, National Institute of Hydrology, Satwari Cantt., India

Relevant tools/programs: Google Earth Engine

GC43D-03 - Classical Machine Learning and Deep Learning Approaches for Global 10m Land Cover

Oral | Thursday, 16 December 2021 13:00 - 13:05 CST (19:00 - 19:05 UTC)

Tanya Birch¹, Fred Stolle², Ruben Van De Kerchove³, Daniele Zanaga³, Steffen Fritz⁴, Myroslava Lesiv⁴, Ivelina Georgieva⁴, Martin Herold⁵, Nandin-Erdene Tsendbazar⁵, Oliver J Guinan⁶, Wanda Czerwinski⁷, Chris Brown⁷, Mikaela Weisse², Brookie P Guzder-Williams⁸, Craig Hanson⁹ and Rebecca T Moore¹, (1)Google, Mountain View, CA, United States, (2)World Resources Institute, Washington DC, DC, United States, (3)VITO, Mol, Belgium, (4)IIASA International Institute for Applied Systems Analysis, Laxenburg, Austria, (5)Wageningen University and Research, Wageningen, Netherlands, (6)Google, Geo For Everyone, Mountain View, CA, United States, (7)Google, Geo For Everyone, Machine Learning Data Products, Mountain View, CA, United States, (8)World Resources Institute, San Francisco, CA, United States, (9)World Resources Institute, Washington DC, United States

Relevant tools/programs: Dynamic World

This presentation has one or more Google authors.

GC43D-04 - Deep Learning based Surface Water Mapping with SAR leveraging Google Earth Engine

Oral | Thursday, 16 December 2021 13:05 - 13:10 CST (19:05 - 19:10 UTC)

Nyein Soe Thwal¹, Timothy Mayer², Poortinga Ate³, Biplov Bhandari¹, Andrea Nicolau⁴, Kel Markert⁵, Arjen Haag⁶, Farrukh Chishtie³, David S Saah⁷ and Peeranan Towashiraporn⁸, (1)Asian Disaster Preparedness Center, Bangkok, Thailand, (2)University of Alabama in Huntsville, Huntsville, AL, United States, (3)Spatial Informatics Group, LLC, Alameda, CA, United States, (4)Spatial Informatics Group, LLC, Remote Sensing Specialist, Pleasanton, CA, United States, (5)Researcher, Huntsville, United States, (6)Deltares, Delft, Netherlands, (7)University of San Francisco, Geospatial Analysis Lab, San Francisco, CA, United States, (8)Asian Disaster Preparedness Center, SERVIR-Mekong, Bangkok, Thailand

Relevant tools/programs: Google Earth, Google Earth Engine

GC43D-05 - Segmentation of dams in medium-resolution satellite imagery, U-Net type CNN architecture, and Cloud computing

Oral | Thursday, 16 December 2021 13:10 - 13:15 CST (19:10 - 19:15 UTC)

Gennadii Donchyts¹, Antonio Moreno-Rodenas¹, Daniel Valero², Paola Andrea Ñustes Tovar³, Noel Gorelick⁴ and Mário J. Franca⁵, (1)Deltares, Delft, Netherlands, (2)IHE Delft Institute for Water Education, Water Resources and Ecosystems, Delft, Netherlands, (3)IHE Delft Institute for Water Education, Delft, Netherlands, (4)Google, Mountian View, CA, United States, (5)Karlsruhe Institute of Technology, Hydraulic Engineering and Water Resources Management, Karlsruhe, Germany

Relevant tools/programs: Google Earth Engine

This presentation has one or more Google authors.

H43F-08 - Identifying fire risk from surface water extent change using spatio-temporal analysis of Sentinel-1 SAR imagery in Google Earth Engine

Oral | Thursday, 16 December 2021 13:20 - 13:25 CST (19:20 - 19:25 UTC)

Koreen Millard¹, Samantha Schultz², Adam Mohiuddin² and Sam Darling², (1)Carleton University, Geography and Environmental Studies, Ottawa, ON, Canada, (2)Carleton University, Ottawa, Canada

Relevant tools/programs: Google Earth Engine

SH44C-09 - Improving the indexing of ESA science datasets DOIs

#09 | Thursday, 16 December 2021 14:57 - 15:00 CST (20:57 - 21:00 UTC)

Arnaud Masson, TpZ UK for ESA, Villanueva De La Can, Spain, Javier Moreno Ventas, ATG Europe for ESA, Noordwijk, Netherlands, Peter Kretschmar, European Space Agency, Madrid, Spain and Elena Jimenez Bailon, Quasar for ESA, Madrid, Spain

Relevant tools/programs: Google Dataset Search

GC45R-17 - review on Environmental Impact Assessment of Agricultural Production using LCA

Online Poster | Thursday, 16 December 2021 16:00 - 17:15 CST (22:00 - 23:15 UTC)

Rahmah Alhashim¹, Aavudai Anandhi Anandhi² and Deepa Raveendranpillai¹, (1)Florida Agricultural and Mechanical University, Tallahassee, FL, United States, (2)FAMU, Tallahassee, FL, United States

Relevant tools/programs: Google Scholar

H45Z-01 - A high-resolution river flood prediction system for Japan

Online Poster | Thursday, 16 December 2021 16:00 - 17:15 CST (22:00 - 23:15 UTC)

Feyera A Hirpa¹, Yu Zhang¹, Sam Lamont¹, Yi Liu¹, Zhuo Liu¹, Ting Li¹, Junichi Sakai², Brett Baker¹, Wang Zhan³ and Shabaz Patel¹, (1)One Concern, Inc., Menlo Park, CA, United States, (2)One Concern Inc, Tokyo, Japan, (3)Princeton University, Princeton, NJ, United States

Relevant tools/programs: Google Cloud

B45D-1660 - Invasion in the Niger Delta: Remote Sensing of Mangrove Conversion to Nypa Fruticans from 2015-2020

#1660 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Abigail Barenblitt^1,2, Nathan Marc Thomas³, Atticus Stovall^2,4, Celio Helder Resende de Sousa⁵, Chukwuebuka Nwobi⁶ and Temilola Fatoyinbo⁷, (1)Earth System Science Interdisciplinary Center, College PARK, MD, United States, (2)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (3)Earth System Science Interdisciplinary Center, UMD/NASA GSFC, College PARK, MD, United States, (4)University of Maryland College Park, College Park, MD, United States, (5)NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, United States, (6)University of Edinburgh, Edinburgh, United Kingdom, (7)NASA GSFC, Biospheric Science, Greenbelt, MD, United States

Relevant tools/programs: Google Earth Engine

B45H-1713 - Modeling forest canopy height across heterogeneous ecoregions through the integration of Global Ecosystem Dynamics Investigation (GEDI) lidar with multispectral and SAR imagery.

#1713 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Jose Fagua¹, Patrick Jantz², Patrick Burns³ and Scott J Goetz², (1)Northern Arizona University, Flagstaff, AZ, United States, (2)Northern Arizona University, SICCS, Flagstaff, AZ, United States, (3)Northern Arizona University, School of Informatics, Computing & Cyber Systems, Flagstaff, AZ, United States

Relevant tools/programs: Google Earth Engine

B45I-1726 - Brunei’s forest carbon dynamics by land cover change: An object-based image analysis using Landsat time-series data

#1726 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Yongho Song¹, Mina Hong¹, Joon Kim² and Woo-Kyun Lee³, (1)Korea University, Seoul, Korea, Republic of (South), (2)Korea University, Department of Environmental Science and Ecological Engineering, Seoul, Korea, Republic of (South), (3)Korea University, Department of Environmental Science and Ecological Engineering, Seoul, South Korea

Relevant tools/programs: Google Earth

B45I-1735 - Leveraging NASA Earth Observations to Analyze and Display Crop Phenology Data and Weather Conditions to Support Expansion of Small Grain Crops in the Midwest

#1735 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Cameron Levine, Sophie Barrowman, Abena Asare-Ansah, Julianne Liu and Joel McClure, NASA DEVELOP Program - SSAI, University of Georgia, Athens, GA, United States

Relevant tools/programs: Google Earth Engine

C45F-1052 - Remote Sensing of Ice Shelf Thinning and Basal Melt Rates of the Dotson Ice Shelf

#1052 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Ann-Sofie Zinck, Utrecht University, Utrecht, Netherlands, Bert Wouters, IMAU/TU Delft, Utrecht/Delft, Netherlands and Stef Lhermitte, Delft University of Technology, Geoscience and Remote Sensing, Delft, Netherlands

Relevant tools/programs: Google Earth Engine

ED45B-0641 - Analyzing, Visualizing, and Predicting the Impacts of Various Natural Disasters Through Geospatial Applications

#0641 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Alison Soong, Adelene Chan, Grady Pennington, Neha Vardhaman, Eashan Hatti, Sabrina Chang, Joel Villarino, Sheryl Hsu, Natasha Cordova-Diba and Sophia Lin, The University of Texas at Austin, Center for Space Research, Austin, TX, United States

Relevant tools/programs: Google Earth Engine

ED45B-0653 - Designing a Fire-Predicting Machine Learning Model Using Environmental Datasets

#0653 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Namrata Nair, Notre Dame High School, San Jose, CA, United States

Relevant tools/programs: Google Colab

ED45B-0654 - Developing a Conceptual model to Forecast Mosquito Outbreaks

#0654 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

William Li¹, Chris Ho¹, Asheoluwa Ajala¹ and SEES 2021 Mosquito Mappers/Earth System Explorers, (1)SEES (STEM Enhancement in Earth Sciences), Center for Space Research, Austin, TX, United States

Relevant tools/programs: Google Earth Engine

ED45B-0680 - Novel Approach to Autonomous Mosquito Habitat Detection using Satellite Imagery and Convolutional Neural Networks for Disease Risk Mapping

#0680 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sriram Elango^1,2 and Nandini Ramachandran^1,2, (1)The University of Texas at Austin, Center for Space Research, Austin, TX, United States, (2)NASA SEES, Austin, TX, United States

Relevant tools/programs: Google Earth

EP45D-1544 - The Patchwork Mosaic of Floodplains: Quantifying Natural Heterogeneity of Prairie Streams

#1544 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Emily Iskin, Colorado State University Fort Collins, Geosciences, Fort Collins, CO, United States and Ellen Wohl, Colorado State University Fort Collins, Fort Collins, CO, United States

Relevant tools/programs: Google Earth Engine

GC45D-0856 - Smart Urban Planning: Change Detection of Land Use and Land Cover Changes in Semarang, Indonesia

#0856 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Mira Kelly-Fair¹, Magaly Koch¹, Sucharita Gopal¹, Hermin Pancasakti², Muhammad Helmi² and Dinda Khairunnisa², (1)Boston University, Boston, MA, United States, (2)Diponegoro University, Semarang, Indonesia

Relevant tools/programs: Google Earth, Google Earth Engine

GC45I-0916 - Framework for multi-hazards susceptibility assessment in Google Earth Engine

#0916 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Kshitij Dahal¹, Guang Liu¹, Kaushal Raj Gnyawali^2,3, Rocky Talchabhadel⁴ and Saurav Kumar⁵, (1)Chinese Academy of Sciences, Aerospace Information Research Institute, Beijing, China, (2)Himalayan Risk Research Institute (HRI), Natural Hazards Section, Bhaktapur, Nepal, (3)The University of British Columbia, School of Engineering, Kelowna, BC, Canada, (4)Texas A&M University, Texas A&M AgriLife Research, El Paso, United States, (5)Texas A&M University, Texas A&M AgriLife Research, El Paso, TX, United States

Relevant tools/programs: Google Earth Engine

GC45I-0921 - Using machine learning techniques to quantify the environmental impact of African forest elephants: combining real world conservation with informatics in Google Earth Engine

#0921 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Jenna Keany¹, Chris Doughty¹, Patrick Burns², Fiona Maisels³, Patrick Jantz⁴, Scott J Goetz⁴ and Andrew Abraham¹, (1)Northern Arizona University, Flagstaff, AZ, United States, (2)Northern Arizona University, School of Informatics, Computing & Cyber Systems, Flagstaff, AZ, United States, (3)Wildlife Conservation Society, Bronx, United States, (4)Northern Arizona University, SICCS, Flagstaff, AZ, United States

Relevant tools/programs: Google Earth Engine

GC45I-0922 - Development, validation, and deployment of a Sentinel 1 SAR-based forest alert system in a tropical wildlife sanctuary

#0922 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

John Burns Kilbride¹, Poortinga Ate², Nyein Soe Thwal³, Robert E Kennedy⁴, Biplov Bhandari³, Nguyen Hanh Quyen³, Karis Tenneson⁵, Timothy Mayer⁶, David M Bell⁷, Matt Gregory⁴, Peter Cleary⁸ and David S Saah⁹, (1)Oregon State University, College of Earth, Ocean, and Atmospheric Sciences, Corvallis, OR, United States, (2)Spatial Informatics Group, LLC, Alameda, CA, United States, (3)Asian Disaster Preparedness Center, Bangkok, Thailand, (4)Oregon State University, Corvallis, OR, United States, (5)Spatial Informatics Group, Pleasanton, CA, United States, (6)University of Alabama in Huntsville, Huntsville, AL, United States, (7)US Forest Service Corvallis, Pacific Northwest Research Station, Corvallis, OR, United States, (8)Oregon State University, Geography, Corvallis, United States, (9)University of San Francisco, Geospatial Analysis Lab, San Francisco, CA, United States

Relevant tools/programs: Google Earth Engine

GC45J-0929 - A Machine Learning Approach to Map the Poor and Non-Poor Buildings in Developing Countries

#0929 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Bhanu Prasad Chintakindi and Akiyuki Kawasaki, University of Tokyo, Civil Engineering, Tokyo, Japan

Relevant tools/programs: Google Street View

H45D-1219 - The response of riparian vegetation and river geomorphology due to extended drought and other external stressors

#1219 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Smriti Chaulagain, University of New Mexico Main Campus, Civil, Construction and Environmental Engineering, Albuquerque, NM, United States, Mark C Stone, University of New Mexico, Civil, Construction & Environmental Engineering, Albuquerque, NM, United States, Ryan R Morrison, Colorado State University, Department of Civil and Environmental Engineering, Fort Collins, CO, United States and Liping Yang, University of New Mexico Main Campus, Department of Geography and Environmental Studies, Albuquerque, NM, United States

Relevant tools/programs: Google Earth Engine

H45O-1343 - OWPHydroTools: Python-based Tools for Retrieving and Evaluating National Water Model Streamflow Simulations

#1343 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Jason A Regina, NOAA/NWS Office of Water Prediction, National Water Center, Tuscaloosa, AL, United States and Austin Austin Raney II, University of Alabama, Tuscaloosa, AL, United States; Consortium of Universities for the Advancement of Hydrological Science, Washington, AL, United States

Relevant tools/programs: Google Cloud

H45R-1382 - Reconstructing Historical Wetland Surface Water Dynamics Through Remote Sensing And Cloud Computing

#1382 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Collins Owusu¹, Nusrat Jannah Snigdha², Alfred J Kalyanapu¹ and Mackenzie T. Martin³, (1)Tennessee Technological University, Cookeville, TN, United States, (2)Tennessee Technological University, Civil and Environmental Engineering, Cookeville, TN, United States, (3)Tennessee Technological University, Civil and Environmental Engineering, Cookeville, United States

Relevant tools/programs: Google Earth Engine

H45R-1391 - High-resolution global inland water clarity mapping based on deep learning algorithm

#1391 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Yuan He¹, Kun Shi², Yibo Zhang² and Xiaofan Yang¹, (1)Beijing Normal University, Faculty of Geographical Science, Beijing, China, (2)NIGLAS Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China

Relevant tools/programs: Google Earth Engine

H45S-1400 - Automated Mapping of Inland Water Bodies using Sentinel-1 Synthetic Aperture Radar Imagery through an Open-Source Web Application developed to support the Pre-launch Study of upcoming Surface Water and Ocean Topography Mission

#1400 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Manu K Soman, Indian Institute of Technology Bombay, Mumbai, India and J. Indu, Indian Institute of Technology Bombay, Department of Civil Engineering, Mumbai, India

Relevant tools/programs: Google Earth Engine

H45S-1406 - Performance Assessment of River Width and Discharge Estimates from Satellites

#1406 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Adarsh M S, Indian Institute of Technology Delhi, New Delhi, India and Dhanya C.T, Indian Institute of Technology Delhi, Civil Engineering, New Delhi, India

Relevant tools/programs: Google Earth Engine

H45S-1409 - Detection of Gravel-bed River Dynamics Under Different Flow Conditions Using Time Series of Sentinel-1 SAR Data

#1409 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Daniele Rossi, Walter Bertoldi, Guido Zolezzi and Alfonso Vitti, University of Trento, Department of Civil, Environmental and Mechanical Engineering, Trento, Italy

Relevant tools/programs: Google Earth Engine

IN45C-0468 - Resolution Enhancement and Interpolation of Europa’s Surface Images using Generative Adversarial Networks

#0468 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Vinay L Shukla¹, Murthy S. Gudipati¹, Marco B Quadrelli², Elizabeth P Turtle³ and Alphan Altinok⁴, (1)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (2)Jet Propulsion Laboratory, Pasadena, United States, (3)JHU Applied Physics Lab., Laurel, MD, United States, (4)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States

Relevant tools/programs: Google Earth

IN45G-0513 - Application of Text-Mining and Image Processing Techniques on Digitizing Drillers Logs and Developing Big Well Log Data Sets

#0513 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Soha Ghaemimood, Southern University and A & M College, Baton Rouge, LA, United States, Yaser M. Banadaki, Southern University, Department of Computer Science, Baton Rouge, United States and Frank T-C Tsai, Louisiana State University, Department of Civil and Environmental Engineering, Baton Rouge, LA, United States

Relevant tools/programs: Google Cloud

IN45H-0518 - Populating a Graph Database to Run a Usage-Based Discovery Tool

#0518 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Vincent Inverso¹, Christopher Lynnes¹, Andrew Cramer¹, Vanessa Chatman¹ and Elena Steponaitis², (1)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (2)NASA Headquarters, Earth Science Data Systems, Washington, DC, United States

Relevant tools/programs: Google Scholar

IN45H-0519 - Exploring Semantic Search Capability of Graph Convolutions Over a Knowledge Graph Built Using Earth Science Corpora

#0519 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Muthukumaran Ramasubramanian¹, Bethany Kuo², Iksha Gurung¹ and Rahul Ramachandran³, (1)University of Alabama in Huntsville, Huntsville, AL, United States, (2)NASA Marshall Space Flight Center, Bowie, MD, United States, (3)NASA Marshall Space Flight Center, Huntsville, AL, United States

Relevant tools/programs: Google Cloud

NH45A-0597 - Identifying landslides using SAR, DEMs, optical imagery, spatial texture and machine learning in Google Earth Engine

#0597 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Teodora Mitroi, University of Colorado Boulder, Geological Sciences, Boulder, CO, United States, Kristy French Tiampo, University of Colorado at Boulder, Department of Geological Sciences, Boulder, CO, United States and Michael J Willis, Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States

Relevant tools/programs: Google Earth Engine

NH45D-0621 - Satellite based Analysis of Artificial Reservoir induced Landslides in Data Scarce environment: A case study of Baglihar Reservoir in India

#0621 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Vishal Mishra, Indian Institute of Technology Roorkee, Department of Civil Engineering,, Roorkee, India, Kamal Jain, Professor, Indian Institute of Technology Roorkee, Department of Civil Engineering, Indian Institute of Technology Roorkee, Roorkee, India, Chandrahas Singh, Indian Institute of Technology Roorkee, Civil Engineering, Roorkee, India and Akshay Pandey, Indian Institute of Technology Roorkee, Roorkee, India

Relevant tools/programs: Google Earth Engine

SY45F-0820 - The IODP IMPACT workshop series: envisioning the future for communicating scientific ocean drilling

#0820 | Thursday, 16 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sharon K Cooper, Lamont Doherty Earth Observatory, Palisades, NY, United States, Carol Cotterill, British Geological Survey, Nottinghamshire, United Kingdom, Don Haas, Paleontological Research Institution, Ithaca, NY, United States, Lisa D White, University of California Berkeley, Museum of Paleontology, Berkeley, CA, United States, Kira Homola, University of Rhode Island, Graduate School of Oceanography, Narragansett, RI, United States, Adriane Renee Lam, Warsaw, Poland; Binghamton University, Department of Geological Sciences and Environmental Studies, Binghamton, United States, Jonathan C Lewis, Indiana University of Pennsylvania Main Campus, Geoscience, Indiana, PA, United States, Richard D Norris, Scripps Institution of Oceanography, La Jolla, CA, United States, Suzanne OConnell, Wesleyan Univ, Middletown, CT, United States, Carol J Ormand, Science Education Resource Ctr, Northfield, MN, United States, Mitchell D Schulte, NASA Headquarters, Washington, DC, United States, Kristen K St John, James Madison Univ, Harrisonburg, VA, United States and Randi Wold-Brennon, Hawaii Academy of Arts & Sciences PCS, Pahoa, HI, United States

Relevant tools/programs: Google Jamboard

Friday, 17 December 2021

ED51A-01 (Invited) - Hybrid Field Teaching and Learning in Aotearoa-New Zealand; Lessons Learnt from One Year Into the Future

Oral | Friday, 17 December 2021 08:02 - 08:07 CST (14:02 - 14:07 UTC)

Lorna J Strachan¹, James Muirhead¹, Michael C Rowe¹ and Ryan Petterson², (1)University of Auckland, Auckland, New Zealand, (2)Stanford University, School of Earth, Energy and Environmental Sciences, Stanford, CA, United States

Relevant tools/programs: Google Earth

ED51A-02 - Virtual post-activity walkthroughs - using virtual field trips to provide students with meaningful feedback and opportunities for reflection on in-person geologic exercises

Oral | Friday, 17 December 2021 08:07 - 08:12 CST (14:07 - 14:12 UTC)

Kurtis C Burmeister, California State University, Sacramento, Sacramento, CA, United States, Ryan Petterson, Stanford University, School of Earth, Energy and Environmental Sciences, Stanford, CA, United States, Steven M Skinner, California State University Sacramento, Sacramento, United States and Allison Dean Jones, Sierra College, Rocklin, CA, United States

Relevant tools/programs: Google Street View

H51H-03 - DROUGHT AS A TRIGGER OF RANGELAND DEGRADATION AND LAND COVER CHANGES IN DRYLAND ECOSYSTEMS IN NEW MEXICO, USA

#03 | Friday, 17 December 2021 08:12 - 08:15 CST (14:12 - 14:15 UTC)

Melakeneh Gelet Gedefaw¹, Hatim M.E. Geli¹, Temesgen Alemayhu Abera² and Kamini Yadav¹, (1)New Mexico State University Main Campus, Las Cruces, NM, United States, (2)University of Helsinki, Department of Geosciences and Geography, Helnsinki, Finland

Relevant tools/programs: Google Earth Engine

IN51B-05 - Collaborative Coding Across a Country: How Free and Open-Source Software Can Foster Team Learning

#05 | Friday, 17 December 2021 08:12 - 08:15 CST (14:12 - 14:15 UTC)

Erica Carcelen¹, Kenton W Ross², Lauren M Childs-Gleason³, Amanda Clayton⁴, Karen N Allsbrook⁵, Stephanie L Burke⁵, Michael L Ruiz², Hayley Pippin⁶, Robert Cecil Byles⁷, Celeste Gambino⁸ and Amber Rochelle Williams⁹, (1)NASA DEVELOP, Los Angeles, CA, UNITED STATES, (2)NASA DEVELOP Program, Langley Research Center, Hampton, VA, United States, (3)NASA DEVELOP Program, Hampton, VA, United States, (4)NASA DEVELOP Program - SSAI, Langley Research Center, Hampton, VA, United States, (5)NASA DEVELOP Program - SSAI, National Program Office, Hampton, VA, United States, (6)Science Systems and Applications, Inc., NASA DEVELOP Program - ARC, Moffett Field, CA, United States, (7)NASA DEVELOP Program - SSAI, Hampton, United States, (8)NASA DEVELOP Program - SSAI, Boston University, Boston, MA, United States, (9)SSAI / NASA DEVELOP, Huntsville, United States

Relevant tools/programs: Google Earth Engine

H51A-04 - Cost-Effective Global Flood Segmentation using Convolutional Neural Networks, Sentinel-1 and Active Learning

Oral | Friday, 17 December 2021 08:20 - 08:25 CST (14:20 - 14:25 UTC)

Philip Popien, Cloud to Street, Graz, Austria, Veda Sunkara, Cloud to Street, New York, NY, United States, Nicholas Leach, Cloud to Street, New York City, United States and Beth Tellman

Relevant tools/programs: Google Earth Engine

ED51A-06 - Virtual Field Trips as a tool for reducing anxieties and refocusing cognitive loads during in-person field activities

Oral | Friday, 17 December 2021 08:27 - 08:32 CST (14:27 - 14:32 UTC)

Ryan Petterson, Stanford University, School of Earth, Energy and Environmental Sciences, Stanford, CA, United States, Kurtis C Burmeister, California State University, Sacramento, Sacramento, CA, United States, Christopher L. Atchison, University of Cincinatti, Cincinatti, OH, United States, Steven M Skinner, California State University Sacramento, Sacramento, United States, Allison Dean Jones, Sierra College, Rocklin, United States and Jake M Finley, California State University Sacramento, Sacramento, CA, United States

Relevant tools/programs: Google Street View

C51A-05 (Invited) - Lessons learned from TermPicks: A century of Greenland glacier terminus data

Oral | Friday, 17 December 2021 08:33 - 08:38 CST (14:33 - 14:38 UTC)

Sophie A Goliber, University of Texas at Austin, Institute for Geophysics, Geological Sciences, Austin, TX, United States, Taryn E Black, University of Washington, Earth and Space Sciences, Seattle, WA, United States, Ginny A Catania, University of Texas at Austin, Austin, TX, United States, James M Lea, University of Liverpool, Liverpool, United Kingdom, Daniel Cheng, University of California Irvine, Irvine, United States and TermPicks Team

Relevant tools/programs: Google Earth Engine

B51D-08 - Increasing cyclone disturbances affect Caribbean mangrove forest resilience and structure

Oral | Friday, 17 December 2021 08:35 - 08:40 CST (14:35 - 14:40 UTC)

David Lagomasino, East Carolina University, Department of Coastal Studies, Greenville, NC, United States, Sean Charles, East Carolina University, Department of Coastal Studies, Wanchese, NC, United States, Amanda Payton, East Carolina University, Coastal Studies Institute, Greenville, NC, United States, Lin Xiong, East Carolina University, Department of Coastal Studies, Wanchese, United States, Temilola Fatoyinbo, NASA GSFC, Biospheric Science, Greenbelt, MD, United States and Rosa Maria Roman-Cuesta, Center for International Forestry Research, Bogor, Indonesia

Relevant tools/programs: Google Earth Engine

G51A-09 - Improving water extent monitoring of Swedish wetlands with open-source satellite data and Google Earth Engine

Oral | Friday, 17 December 2021 09:00 - 09:05 CST (15:00 - 15:05 UTC)

Farzad Vahidi Mayamey¹, Saeid Aminjafari¹ and Fernando Jaramillo², (1)Stockholm University, Department of Physical Geography, Stockholm, Sweden, (2)Stockholm University, Department of Physical Geography and Baltic Sea Centre, Stockholm, Sweden

Relevant tools/programs: Google Earth Engine

H52E-02 - Mapping Irrigation Crop Water Use with Sentinel 2-adjusted FAO-56 Growth Duration Values in Yuma, Arizona

Oral | Friday, 17 December 2021 09:50 - 09:55 CST (15:50 - 15:55 UTC)

Andrew N French¹, Charles Anthony Sanchez², Mazin Saber³, Andrew Scott⁴, John Shields⁴ and Elzbieta Wisniewski⁵, (1)USDA Beltsville Agricultural Research Center, Beltsville, MD, United States, (2)University of Arizona, Department of Environmental Science, Tucson, AZ, United States, (3)University of Arizona, Yuma Center of Excellence for Desert Agriculture (YCEDA), Yuma, AZ, United States, (4)Bureau of Reclamation Boulder City, Boulder City, United States, (5)USDA ARS, Water Management and Conservation Research Unit, Maricopa, AZ, United States

Relevant tools/programs: Google Earth Engine

GC52A-03 - Population Exposure to Compounding Hazards of Wildfire Particulate Matter and Heat in California

Oral | Friday, 17 December 2021 10:00 - 10:05 CST (16:00 - 16:05 UTC)

Noam Rosenthal¹, Miriam E Marlier¹ and Tarik Benmarhnia², (1)University of California Los Angeles, Los Angeles, CA, United States, (2)University of California San Diego, La Jolla, CA, United States

Relevant tools/programs: Google Earth Engine

H52E-04 - Evaluation of OpenET DisALEXI and Ensemble ET over the State of California

Oral | Friday, 17 December 2021 10:00 - 10:05 CST (16:00 - 16:05 UTC)

Yun Yang^1,2, Martha B. Anderson², Feng Gao², Fangni Lei², Jianzhi Dong³, Christopher Hain⁴, Kyle Knipper⁵, Joseph G Alfieri², John H Prueger⁶, Nicolas E Bambach⁷, William P Kustas², Lawrence Hipps⁸, Forrest S Melton⁹, John Volk¹⁰ and Justin L Huntington¹⁰, (1)University of Maryland College Park, ESSIC, College Park, MD, United States, (2)U. S. Department of Agriculture, Agricultural Research Service, Hydrology and Remote Sensing Laboratory, Beltsville, MD, United States, (3)Massachusetts Institute of Technology, Cambridge, MD, United States, (4)National Integrated Drought Information System, Boulder, CO, United States, (5)USDA ARS Sustainable Agricultural Water Systems Unit, Davis, CA, United States, (6)U. S. Department of Agriculture, Agricultural Research Service, National Laboratory for Agriculture and Environment, Ames, IA, United States, (7)University of California Davis, Viticulture & Enology, Davis, CA, United States, (8)Utah State University, Plants, Soils and Climate Department, Logan, UT, United States, (9)CSU Monterey Bay, NASA ARC-CREST, Seaside, CA, United States, (10)Desert Research Institute, Division of Hydrologic Sciences, Reno, NV, United States

Relevant tools/programs: Google Earth Engine, OpenET

ED52B-04 - Teaching a place- and culture- based geoscience class in the Hawaiian language

Online Oral | Friday, 17 December 2021 10:05 - 10:10 CST (16:05 - 16:10 UTC)

Alyssa Anderson, University of Hawaii at Manoa, Honolulu, HI, United States, Pauline W. U. Chinn, University of Hawaii at Manoa, Curriculum Studies, Honolulu, HI, United States and Kalae Akioka, University of Hawaii at Manoa, Honolulu, United States

Relevant tools/programs: Google Earth

IN53A-03 (Invited) - Federated global data discovery via the open DataONE network using schema.org

Oral | Friday, 17 December 2021 13:00 - 13:05 CST (19:00 - 19:05 UTC)

Matthew B. Jones¹, Dave Vieglais², Jing Tao³, Peter Slaughter³, Bryce Mecum⁴, Rushiraj Nenuji⁵, Christopher S. Jones³, Lauren Walker³, Robyn Thiessen-Bock⁵ and Amber E Budden^3,6, (1)National Center for Ecological Analysis and Synthesis, DataONE, Santa Barbara, CA, United States, (2)University of Kansas, Lawrence, KS, United States, (3)National Center for Ecological Analysis and Synthesis, Santa Barbara, CA, United States, (4)University of California Santa Barbara, Santa Barbara, CA, United States, (5)National Center for Ecological Analysis and Synthesis, Santa Barbara, United States, (6)DataONE, Santa Barbara, CA, United States

Relevant tools/programs: Google Dataset Search

H53E-06 - A Multi-Sensor Cloud-based Framework to Characterize Winter Water Level Drawdown of Lakes and Reservoirs in Northeast United States

Oral | Friday, 17 December 2021 13:15 - 13:20 CST (19:15 - 19:20 UTC)

Abhishek Kumar¹, Allison Roy², Konstantinos Andreadis³, Caitlyn Butler⁴, Colin J Gleason⁵ and Xinchen He⁴, (1)University of Massachusetts Amherst, Massachusetts Cooperative Fish and Wildlife Research Unit, Department of Environmental Conservation, Amherst, MA, United States, (2)University of Massachusetts Amherst, U.S. Geological Survey, Massachusetts Cooperative Fish and Wildlife Research Unit, Department of Environmental Conservation, Amherst, MA, United States, (3)University of Massachusetts Amherst, Civil & Environmental Engineering, Amherst, MA, United States, (4)University of Massachusetts Amherst, Civil & Environmental Engineering, Amherst, United States, (5)University of Massachusetts, Civil & Environmental Engineering, Amherst, MA, United States

Relevant tools/programs: Google Earth Engine

H53G-08 - High-Resolution Mapping of Post-Wildfire Using Unmanned Aerial Vehicles: Creek Fire Case Study

Oral | Friday, 17 December 2021 13:20 - 13:25 CST (19:20 - 19:25 UTC)

Janine Baijnath-Rodino¹, Alexandre Martinez², Rob York³, Amir AghaKouchak⁴, Efi Foufoula-Georgiou¹ and Tirtha Banerjee¹, (1)University of California Irvine, Civil and Environmental Engineering, Irvine, CA, United States, (2)University of California Irvine, Irvine, CA, United States, (3)University of California, Berkeley, Center for Forestry, Georgetown, United States, (4)University of California, Irvine, Department of Civil and Environmental Engineering, Irvine, CA, United States

Relevant tools/programs: Google Earth Engine

G54A-02 - A Simple Cloud-native Spectral Transformation Method to Disentangle Optically Shallow and Deep Waters

Oral | Friday, 17 December 2021 14:35 - 14:40 CST (20:35 - 20:40 UTC)

Chengfa Benjamin Lee¹, Dimosthenis Traganos¹ and Peter Reinartz², (1)German Aerospace Center DLR, Berlin, Germany, (2)German Aerospace Center DLR Oberpfaffenhofen, Oberpfaffenhofen, Germany

Relevant tools/programs: Google Earth Engine

G54A-03 - Evaluating Multilinear and Machine Learning Regression Methods for Satellite-derived Bathymetry Mapping Using ICESat-2 and Sentinel-2 Data on Google Earth Engine

Oral | Friday, 17 December 2021 14:40 - 14:45 CST (20:40 - 20:45 UTC)

Avi Putri Pertiwi¹, Nathan Marc Thomas², Stephen Carpenter³, Chengfa Benjamin Lee¹ and Dimosthenis Traganos¹, (1)German Aerospace Center DLR, Berlin, Germany, (2)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (3)National Oceanography Centre, Southampton, United Kingdom

Relevant tools/programs: Google Earth Engine

SY54A-02 - The role of water stress and agriculture in conflict-migration dynamics: an examination of location choices of internally displaced people (IDPs) during the Syrian Civil War (2015-2017)

Oral | Friday, 17 December 2021 14:40 - 14:45 CST (20:40 - 20:45 UTC)

David Jesse Wrathall, Oregon State University, Corvallis, OR, United States, Jamon Van Den Hoek, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Brian Katz, Oregon State University, College of Earth, Ocean and Atmospheric Sciences, Corvallis, United States and Eduardo Zambrano, International Organization for Migration, Displacement Tracking Matrix, Geneva, Switzerland

Relevant tools/programs: Google Earth Engine

C54C-10 - Ice-dammed lake drainage events in Alaska between 1985 and 2020 using Landsat and Sentinel-2 imagery

#10 | Friday, 17 December 2021 14:57 - 15:00 CST (20:57 - 21:00 UTC)

Brianna Rick¹, Daniel McGrath¹, William H Armstrong Jr² and Scott W McCoy³, (1)Colorado State University, Geosciences Department, Fort Collins, CO, United States, (2)Appalachian State University, Geological and Environmental Sciences, Boone, NC, United States, (3)University of Nevada Reno, Department of Geological Sciences and Engineering, Reno, NV, United States

Relevant tools/programs: Google Earth Engine

G54A-07 (Invited) - Spaceborne Cloud-Native Satellite Derived Bathymetry (SDB) mapping with ICESat-2 and Sentinel-2

Oral | Friday, 17 December 2021 15:00 - 15:05 CST (21:00 - 21:05 UTC)

Nathan Marc Thomas¹, Avi Putri Pertiwi², Dimosthenis Traganos², David Lagomasino³, Dimitris Poursanidis⁴, Shalimar Moreno⁵ and Temilola Fatoyinbo⁶, (1)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (2)German Aerospace Center DLR, Berlin, Germany, (3)East Carolina University, Coastal Studies Institute, Greenville, NC, United States, (4)Foundation for Research and Technology, Institute of Applied and Computational Mathematics, Heraklion, Greece, (5)East Carolina University, Greenville, United States, (6)NASA GSFC, Biospheric Science, Greenbelt, MD, United States

Relevant tools/programs: Google Earth Engine

GC54B-03 - A LandTrendr Optimization Approach for Improved Mapping of Annual Land Cover

Oral | Friday, 17 December 2021 15:00 - 15:10 CST (21:00 - 21:10 UTC)

Robert E Kennedy, Oregon State University, Corvallis, OR, United States, Peter Clary, Oregon State University, Corvallis, United States, John Burns Kilbride, University of Vermont, Burlington, VT, United States and David S Saah, University of San Francisco, Geospatial Analysis Lab, San Francisco, CA, United States

Relevant tools/programs: Google Earth Engine

H54G-08 - River and Basin Profiler: a module for extracting watershed boundaries, river centerlines, and catchment statistics

Oral | Friday, 17 December 2021 15:05 - 15:10 CST (21:05 - 21:10 UTC)

Tal Zussman¹, Jon Schwenk² and Joel C Rowland², (1)Columbia University of New York, Computer Science, New York, NY, United States, (2)Los Alamos National Laboratory, Los Alamos, NM, United States

Relevant tools/programs: Google Earth Engine

GC54B-05 - Development of a dynamic landslide hazard awareness system for the Lower Mekong Region

Oral | Friday, 17 December 2021 15:20 - 15:30 CST (21:20 - 21:30 UTC)

Nishan Kumar Biswas^1,2, Thomas Stanley^1,2, Pukar Man Amatya^2,3, Dalia Kirschbaum², Chinaporn Meechaiya⁴, Poortinga Ate⁵, Miguel Laverde⁴, Nyein Soe Thwal⁶, Amanda Markert⁷ and Farrukh Chishtie⁸, (1)Universities Space Research Association, GESTAR, Greenbelt, MD, United States, (2)NASA Goddard Space Flight Center, Hydrological Sciences Laboratory, Greenbelt, MD, United States, (3)Universities Space Research Association, Columbia, MD, United States, (4)Asian Disaster Preparedness Center, SERVIR-Mekong, Bangkok, Thailand, (5)Spatial Informatics Group, LLC, Alameda, CA, United States, (6)Asian Disaster Preparedness Center, Bangkok, Thailand, (7)University of Alabama in Huntsville, Earth System Science Center, Huntsville, AL, United States, (8)SERVIR-Mekong, Bangkok, Thailand

Relevant tools/programs: Google Cloud

U51B-20 - Collaborative science in oceanography

Online Innovation | Friday, 17 December 2021 15:28 - 15:32 CST (21:28 - 21:32 UTC)

Sanola Sandiford¹, Shanice Whitehall¹, Alton Patrick Daley Jr², Kashawn Hall¹ and Chelle L Gentemann³, (1)Caribbean Institute for Meteorology and Hydrology, St. James, Barbados, (2)Caribbean Institute for Meteorology and Hydrology, Physics, St. James, Barbados, (3)Farallon Institute, Petaluma, CA, United States

Relevant tools/programs: Google Docs

U51B-24 - Open Geospatial Data Science with Geemap and Leafmap

Online Innovation | Friday, 17 December 2021 15:44 - 15:48 CST (21:44 - 21:48 UTC)

Qiusheng Wu, University of Tennessee, Geography, Knoxville, TN, United States; University of Tennessee, Knoxville, Department of Geography, Knoxville, TN, United States

Relevant tools/programs: Google Earth Engine

IN55A-01 - Aspirations for, and Realities of, Publishing and Sharing Water Information in HydroShare

#01 | Friday, 17 December 2021 16:00 - 16:03 CST (22:00 - 22:03 UTC)

David G Tarboton¹, Jeffery S Horsburgh¹, Daniel P Ames², Jonathan L Goodall³, Alva Couch⁴, Shao-Wen Wang⁵, Hong Yi⁶, Anthony Castronova⁷, Martin Seul⁴, Richard P Hooper⁸, Mauriel Ramirez⁹, Scott Black¹⁰, Chris Calloway¹¹, Jerad Bales¹², W. Christopher Lenhardt⁶ and The HydroShare Development Team, (1)Utah State University, Civil and Environmental Engineering, Logan, UT, United States, (2)Brigham Young University, Provo, UT, United States, (3)University of Virginia, Engineering Systems and Environment, Charlottesville, VA, United States, (4)Consortium of Universities for the Advancement of Hydrological Science, Water Data Center, Washington, DC, United States, (5)University of Illinois at Urbana Champaign, CyberGIS Center for Advanced Digital and Spatial Studies, Department of Geography and Geographic Information Science, Urbana, IL, United States, (6)Renaissance Computing Institute, Chapel Hill, NC, United States, (7)Consortium of Universities for the Advancement of Hydrologic Sciences, Inc., Cambridge, United States, (8)Tufts University, Boston, United States, (9)Utah State University, Logan, UT, United States, (10)Consortium of Universities for the Advancement of Hydrologic Sciences, Inc., Cambridge, MA, United States, (11)Renaissance Computing Institute, University of North Carolina, Chapel Hill, United States, (12)Consortium of Universities for the Advancement of Hydrologic Science, Inc., Washington, DC, United States

Relevant tools/programs: Google Cloud, Google Scholar

A55Q-1637 - Evaluating the effects of urbanization on vegetation and temperature patterns of a medium sized coastal city, Thiruvananthapuram (Trivandrum) in India

#1637 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sukanya Dasgupta¹, Chandana Mitra¹, Udaysankar Nair² and Christopher Edward Phillips², (1)Auburn University, Geosciences, Auburn, AL, United States, (2)University of Alabama in Huntsville, Huntsville, AL, United States

Relevant tools/programs: Google Earth Engine

B55E-1252 - Long-time record and continuous high resolution gross primary productivity estimates at continental scales.

#1252 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Alvaro Moreno¹, Laura Martínez-Ferrer¹, John Kimball², Martin Jung³, Markus Reichstein⁴, Steven W Running⁵, Nicholas Clinton⁶ and Gustau Camps-Valls¹, (1)Image Processing Laboratory, Universitat de València, Paterna, Spain, (2)University of Montana, Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, Missoula, MT, United States, (3)Max Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany, (4)Max Planck Institute for Biogeochemistry, Jena, Germany, (5)University of Montana, Numerical Terradynamic Simulation Group (NTSG), Missoula, MT, United States, (6)Google Inc., Mountain View, CA, United States

Relevant tools/programs: Google Earth Engine

This presentation has one or more Google authors.

ED55B-0297 - A Virtual Expedition to the Juneau Icefield

#0297 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Allie Balter-Kennedy¹, Arianna Marie Varuolo-Clarke², Elizabeth Case², Seth W Campbell³, Alex Eppel⁴ and Meghan Carranza⁴, (1)Columbia University of New York, Lamont-Doherty Earth Observatory, Palisades, NY, United States, (2)Lamont-Doherty Earth Observatory, Columbia University, Palisades, NY, United States, (3)University of Maine, School of Earth and Climate Sciences and Climate Change Institute, Orono, ME, United States, (4)Washington State University, TRIO Upward Bound, Pullman, United States

Relevant tools/programs: Google Sheets

ED55C-0307 - Cracking the Code: A Flipped, Virtual Approach to Teaching Python in an Undergraduate Setting

#0307 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Ethan C Campbell, Katy Christensen, Mikelle Nuwer, Amrita Ahuja, Owen Boram, Junzhe Liu, Reese Miller and Isabelle Osuna, University of Washington, School of Oceanography, Seattle, WA, United States

Relevant tools/programs: Google Colab

ED55D-0309 - Utilizing High School Research Students in Facilitating the Reestablishment of Authentic Scientific Research by Middle School Students Post Covid-19 With Emphasis on Underserved Groups

#0309 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

James M Danch, Woodbridge Township School District, Science, Woobridge, NJ, United States

Relevant tools/programs: Google Classroom

ED55E-0329 - Investigating Inorganic Arsenic Exposure from Drinking Water and Susceptibility to SARS-CoV-2: A Digital Interactive Notebook

#0329 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sarah Yelton¹, Dana Brown Haine¹, Monica Strada², Linda Dion³, Rob Austin⁴ and Owen Duckworth⁴, (1)University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, (2)Research Triangle High School, Durham, NC, United States, (3)Holly Springs High School, Holly Springs, NC, United States, (4)North Carolina State University, Raleigh, NC, United States

Relevant tools/programs: Google Slides

EP55A-1042 - Accuracy assessment of Web Map Services using UAV based orthophotos

#1042 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Dipro Sarkar, Smruti Ranjan Patra and Shobhit Singh, Indian Institute of Technology Kanpur, Department of Earth Sciences, Kanpur, India

Relevant tools/programs: Google Maps

EP55C-1131 - Quantifying Changes in Suspended Sediment Concentration in Glacier-fed Streams Using Large Scale Remote Sensing

#1131 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Lily Vowels¹, William H Armstrong Jr¹, Brianna Rick², Irina Overeem³ and Daniel McGrath⁴, (1)Appalachian State University, Geological and Environmental Sciences, Boone, NC, United States, (2)Colorado State University, Geosciences Department, Fort Collins, CO, United States, (3)University of Colorado, Institute of Arctic and Alpine Research and Department of Geological Sciences, Boulder, CO, United States, (4)University of Colorado, Boulder, CO, United States

Relevant tools/programs: Google Earth Engine

GC55F-0483 - A Google Earth Engine-based Coding-free Application for Rice Mapping and Sample Collection in South Asia

#0483 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Zhiqi Yu^1,2, Liping Di³, Sravan Shrestha⁴, Faisal M. Qamer⁵, Ziheng Sun³ and Sreten Cvetojevic³, (1)George Mason University Fairfax, Fairfax, VA, United States, (2)Center for Spatial Information Science and Systems, Fairfax, VA, United States, (3)George Mason University, Center for Spatial Information Science and Systems, Fairfax, VA, United States, (4)The International Centre for Integrated Mountain Development, Lalitpur, Nepal, (5)International Centre for Integrated Mountain Development (ICIMOD), Kathmandu, Nepal

Relevant tools/programs: Google Cloud, Google Earth Engine

GC55F-0485 - Transfer Learning Approach for Sugarcane Mapping in Thailand with NICFI High-resolution Satellite Imagery leveraging Google Earth Engine

#0485 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Nyein Soe Thwal¹, Poortinga Ate², Timothy Mayer³, Nishanta Khanal⁴, Biplov Bhandari¹, Kel Markert⁵, Andrea Puzzi Nicolau⁶, John Dilger² and Karis Tenneson⁷, (1)Asian Disaster Preparedness Center, Bangkok, Thailand, (2)Spatial Informatics Group, LLC, Alameda, CA, United States, (3)University of Alabama in Huntsville, Huntsville, AL, United States, (4)International Centre for Integrated Mountain Development, Geospatial Solutions, Kathmandu, Nepal, (5)Researcher, Huntsville, United States, (6)University of Alabama in Huntsville, Department of Atmospheric Science, Huntsville, AL, United States, (7)Spatial Informatics Group, Pleasanton, CA, United States

Relevant tools/programs: Google Earth Engine

GC55F-0489 - Advancing the Spatiotemporal Assessment of Mangrove Ecosystem using Machine Learning Approaches – Case Study of a Coastal Megacity, Mumbai, India

#0489 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Pushpak Baviskar, Tata Institute of Social Sciences, Centre for Urban Policy and Governance, Mumbai, India and Ravinder Dhiman, Tata Institute of Social Sciences, Centre for Geo Informatics, Mumbai, India

Relevant tools/programs: Google Earth Engine

GC55F-0490 - Using Earth Observations to Analyze Vegetation Phenology and Climatology in Bhutan to Identify Forest Disturbance

#0490 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Tashi Choden, Kinley Dorji, Yeshet Seldon and Sherab Dolma, NASA DEVELOP Program - SSAI, Marshall Space Flight Center, Huntsville, AL, United States

Relevant tools/programs: Google Earth Engine

H55A-0740 - Beyond Flood Extent: Augmenting (Remote Sensing) Flood Maps with the new Floodwater Depth Estimation Tool (FwDET v2.0)

#0740 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Sagy Cohen¹, Brad Peter¹, Dinuke Munasinghe², Nishani Poorna Moragoda³, Anuska Narayanan¹, Austin Austin Raney II¹ and Sera May³, (1)University of Alabama, Tuscaloosa, AL, United States, (2)Jet Propulsion Laboratory, Pasadena, CA, United States, (3)University of Alabama, Geography, Tuscaloosa, AL, United States

Relevant tools/programs: Google Earth Engine

H55F-0810 - New Snow Metrics Show Variable Impacts of Changing Climate Across Snowpack Regimes

#0810 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Mariana Webb¹, Anne Walden Nolin², Eric A Sproles³, David Earl Rupp⁴, Ryan Landon Crumley⁵ and Ross Palomaki³, (1)University of Nevada, Reno, Hydrologic Sciences, Reno, NV, United States, (2)University of Nevada Reno, Geography, Reno, NV, United States, (3)Montana State University, Earth Sciences, Bozeman, MT, United States, (4)Oregon State University, Corvallis, OR, United States, (5)Oregon State University, Water Resources Science, Corvallis, OR, United States

Relevant tools/programs: Google Earth Engine

H55G-0823 - Optimization of Remote Sensing Techniques for Ephemeral Channels: Quantifying Temporal Changes in Channel Flow within the Souss-Massa Basin, Morocco

#0823 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Lea Davidson and Adam Milewski, University of Georgia, Department of Geology, Athens, GA, United States

Relevant tools/programs: Google Earth Engine, Global Surface Water

H55N-0888 - Combing Satellite Images and Processes Based Agriculture Model for Estimating Field Scale Evapotranspiration and Irrigation Water Demand: Case Study over the Columbia Basin Project

#0888 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Mingliang Liu¹, Claudio Stockle², Sunil A Kadam³, Fabio Scarpare⁴, Roger Nelson¹, Kirti Rajagopalan⁵ and Jennifer C Adam⁴, (1)Washington State University, Pullman, WA, United States, (2)Washington State University, Department of Biological Systems Engineering, Pullman, WA, United States, (3)Washington State University, Biosystem Engineering, Pullman, WA, United States, (4)Washington State University, Civil and Environmental Engineering, Pullman, WA, United States, (5)Washington State University, Biological Systems Engineering, Pullman, WA, United States

Relevant tools/programs: Google Earth Engine

H55R-0943 - Volumetric and Impact-oriented Water Footprint of Agricultural Crops: A Review

#0943 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Deepa Raveendranpillai and Aavudai Anandhi Swamy, Florida Agricultural and Mechanical University, Tallahassee, FL, United States

Relevant tools/programs: Google Scholar

H55S-0957 - Real Time Mapping of Chlorophyll- a in the Brahmaputra River using Google Earth Engine

#0957 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Riddick Kakati¹, Subashisa Dutta¹ and Santosha K. Dwivedy², (1)Indian Institute of Technology Guwahati, Civil Engineering, Guwahati, India, (2)Indian Institute of Technology Guwahati, Mechanical Engineering, Guwahati, India

Relevant tools/programs: Google Earth Engine

H55X-1014 - Temporal analysis of various indices and LST for forest fire study in parts of Mizoram region using Google Earth Engine

#1014 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Dericks P Shukla¹, Priyanka Shukla¹ and Arun Kumar Shukla², (1)Indian Institute of Technology Mandi, School of Engineering, Mandi, India, (2)Independent Researcher, Mandi, India

Relevant tools/programs: Google Earth Engine

OS55B-0710 - A machine learning approach for Harmful Algal Bloom (red tide) Forecasting Using MODIS level 3 Ocean colour products from Google Earth Engine.

#0710 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Moein Izadi, Western Michigan University, Department of Geological and Environmental Sciences, Kalamazoo, MI, United States, Foad Namjoo, University of Tehran, Algorithms and Computation, Tehran, Iran and Zahir Nikraftar, University of Tehran, Surveying and Geospatial Engineering, Tehran, Iran

Relevant tools/programs: Google Earth Engine

SH55A-1821 - Filament Chirality Detection using Machine Learning

#1821 | Friday, 17 December 2021 16:00 - 18:00 CST (22:00 - 00:00 UTC)

Aparna Venkataramanasastry¹, Sumanth Rotti² and Petrus C Martens², (1)Georgia State University, Atlanta, GA, United States, (2)Georgia State University, Physics and Astronomy, Atlanta, GA, United States

Relevant tools/programs: Google Cloud

IN55D-07 - Reproducible Science Supported by Python Jupyter Notebooks for Interacting with the Open-Source FIESTA API