Presentations @ AGU that use Google tools

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.

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

Expand days to see presentations

Monday, 11 December 2023

A11P-2209 - Integration of fire weather and fuels for global wildfire risk assessment

#2209 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Keiko Nomura1, M Lucrecia Pettinari2, John T Abatzoglou3, Ian Pritchard4, Ankur Shah4 and Peter Sherman4, (1)Organization Not Listed, Washington, DC, United States, (2)University of Alcalá, Madrid, Spain, (3)University of California Merced, Management of Complex Systems, Merced, CA, United States, (4)Climate Engine, Reno, United States

Relevant tools/programs: Google Earth Engine

B11I-1888 - Detection of vegetated and forested wetlands and their inundation status with multi-temporal PALSAR and Landsat across conterminous United States

#1888 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Etienne Fluet-Chouinard1, Gavin McNicol2, Zhen Zhang3, Sara Knox4, Kyle B Delwiche5, Avni Malhotra6, Zutao Yang7, Sarah Feron7, Gustaf Hugelius8, Vanessa L Bailey9, Benjamin Poulter10 and Rob Jackson11, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)University of California Berkeley, Environmental Science, Policy, and Management, Berkeley, United States, (3)University of Maryland College Park, College Park, United States, (4)University of British Columbia, Geography, Vancouver, BC, Canada, (5)University of California Berkeley, Berkeley, CA, United States, (6)Pacific Northwest National Laboratory, Richland, United States, (7)Stanford University, Department of Earth System Science, Stanford, United States, (8)Stockholm University, Department of Physical Geography, Stockholm, Sweden, (9)Battelle PNNL J4-18, Richland, United States, (10)NASA GSFC, Biospheric Science, Greenbelt, United States, (11)Stanford University, Stanford, United States

Relevant tools/programs: Google Earth Engine

B11L-1922 - A Robust and Unified Land Surface Phenology Algorithm for Diverse Biomes and Growth Cycles in China by Using Harmonized Landsat and Sentinel-2 Imagery

#1922 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Jilin Yang, China Agricultural University, College of Grassland Science and Technology, Beijing, China, Jinwei Dong, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China, Luo Liu, South China Agricultural University, Guangdong Province Key Laboratory for Land Use and Consolidation, Guangzhou, China, Miaomiao Zhao, Information Center of Ministry of Ecology and Environment, Beijing, China, Xiaoyang Zhang, South Dakota State University, Geospatial Sciences Center of Excellence (GSCE), Department of Geography & Geospatial Sciences, Brookings, United States, Xuecao Li, College of Land Science and Technology, China Agricultural University, Beijing, China and Xiangming Xiao, Department of Microbiology and Plant Biology, Center for Earth Observation and Modeling, University of Oklahoma, Norman, United States

Relevant tools/programs: Google Earth Engine

C11C-1045 - Assessment of Antarctic Ice Shelf Areas Using Layer-Stacking and Otsu Thresholding Approach with Sentinel-1 on Google Earth Engine

#1045 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Seung Hee Kim1, Na-Mi Lee1 and Hyun Cheol Kim2, (1)Korea Polar Research Institute, Incheon, South Korea, (2)Korea Polar Research Institute, Incheon, Korea, Republic of (South)

Relevant tools/programs: Google Earth Engine

C11F-1109 - Four decades of late summer snowline altitude observations on Arctic glaciers

#1109 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Laura J Larocca1, James Lea2, Megan Phillips1 and Darrell S Kaufman3, (1)Northern Arizona University, School of Earth and Sustainability, Flagstaff, United States, (2)University of Liverpool, Department of Geography and Planning, Liverpool, United Kingdom, (3)Northern Arizona University, School of Earth and Sustainability, Flagstaff, AZ, United States

Relevant tools/programs: Google Earth Engine

GC11E-0875 - Application of Remote Sensing to create Monitoring Tools for Farmers and Policymakers in Coastal Agroecological Zones of Guyana

#0875 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Esan Hamer, Student, School of Graduate Studies and Research, Georgetown, Guyana and Temitope Oyedotun, Professor / Researcher, Department of Geography, Georgetown, Guyana

Relevant tools/programs: Google Earth Engine

GC11E-0883 - Mapping tree cover over farm parcels and assessing the scope for agro-forestry development using high resolution satellite images and segmentation techniques

#0883 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Chintapalli Srirama Srirama Murthy1, Sunil Kumar Dubey1, Karan Choudhary1, Radhika Dua2, Ishan Deshpande2 and Alok Talekar2, (1)Mahalanobis National Crop Forecast Centre, Dept. of Agriculture & Farmers’ Welfare, New Delhi, India, (2)Google Research, Bangalore, India

This presentation has one or more Google authors.

GC11F-0891 - Crop Planting and Harvest Monitoring Using Synthetic Aperture Radar

#0891 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Mehdi Hosseini, University of Maryland College Park, College Park, MD, United States, Saeed Khabbazan, Delft University of Technology, Faculty of Civil Engineering and Geosciences, Delft, Netherlands, Josef Wagner, University of Strasbourg, ICube, Strasbourg, France and Inbal Becker-Reshef, University of Maryland College Park, Geographical Sciences, College Park, United States

Relevant tools/programs: Google Earth Engine

H11P-1468 - Landcover pixel class probabilities create customizable layers for forested and urban landscapes

#1468 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Daniel T Myers1, Diana Oviedo-Vargas1, Melinda Daniels2 and Yog Aryal3, (1)Stroud Water Research Center, Avondale, United States, (2)Stroud Water Research Center, Avondale, PA, United States, (3)Indiana University, Bloomington IN, Bloomington, United States

Relevant tools/programs: Google Earth Engine, Dynamic World

IN11B-0541 - A Baseline Analysis of Land Use/Land Cover Change Impact on Indigenous Communities in the US-Mexico Border Region.

#0541 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Rissa Garcia-Prudencio, New Mexico State University Main Campus, Las Cruces, NM, United States, Julius Anchang, New Mexico State University, Plant and Environmental Sciences, Las Cruces, NM, United States and Niall P Hanan, New Mexico State University, Plant and Environmental Sciences, Las Cruces, United States

Relevant tools/programs: Google Earth Engine

U11B-0733 - Integrating Agricultural Resources into United States Renewable Energy Placement Decisions

#0733 | Monday, 11 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Jacob T. Stid1, Anthony D Kendall1, Jeremy Rapp2, Annick Anctil3 and David W. Hyndman4, (1)Michigan State University, Department of Earth and Environmental Sciences, East Lansing, MI, United States, (2)Michigan State University, Department of Earth and Environmental Sciences, East Lansing, United States, (3)Michigan State University, East Lansing, United States, (4)University of Texas at Dallas, School of Natural Sciences and Mathematics, Richardson, United States

Relevant tools/programs: Google Earth Engine

U11A-03 (Invited) - Flood Justice Utilizing Satellite Imagery in the Rio Grande Valley [FLUJOS RGV]; Machine Learning and Co-Production

Oral | Monday, 11 December 2023 08:50 - 09:00 CST (14:50 - 15:00 UTC)

Lucas Belury1, Beth Tellman2, Zhijie Zhang2, Ana Laurel3 and Carey Buxton3, (1)University of Arizona, Tucson, United States, (2)University of Arizona, School of Geography, Development and Environment, Tucson, AZ, United States, (3)Texas Rio Grande Legal Aid, Mercedes, United States

Relevant tools/programs: Google Earth Engine

SY11D-08 - Multi Class Agricultural Landscape Understanding Visualization Tool

eLightning | Monday, 11 December 2023 08:51 - 08:54 CST (14:51 - 14:54 UTC)

Avneet Singh1, Gaurav Singh2, Agata Dondzik3, Russell Quong4 and Alok Talekar2, (1)Product Manager, Google Partner Innovation, New Delhi, India, (2)Google Research, Bangalore, India, (3)UX Designer, Melbourne, Australia, (4)Software Engineer, Mountain View, United States

Relevant tools/programs: Google Maps, Google Street View

This presentation has one or more Google authors.

B11A-05 - Harnessing GEDI for Elephant Conservation: Assessing African Forest Elephant Impact on Forest Structure in Dja Faunal Reserve, Cameroon, with Spaceborne Lidar

Oral | Monday, 11 December 2023 09:10 - 09:20 CST (15:10 - 15:20 UTC)

Jenna Keany1, Patrick Burns2, Patrick Jantz2, Scott J. Goetz3 and Chris Doughty2, (1)Northern Arizona University, Informatics, Computing, and Cyber Systems, Flagstaff, United States, (2)Northern Arizona University, SICCS, Flagstaff, United States, (3)Northern Arizona University, SICCS, Flagstaff, AZ, United States

Relevant tools/programs: Google Earth Engine

B11A-08 (Invited) - Where and How Environmental DNA and Remote Sensing Meet: On a Hike in California's Parks, Urban Rivers, and Coasts

Oral | Monday, 11 December 2023 09:40 - 09:50 CST (15:40 - 15:50 UTC)

Rachel Meyer, University of California Santa Cruz, Santa Cruz, CA, United States

Relevant tools/programs: Google Earth Engine

B12A-01 - Application of EEAGER to Beaver (Castor canadensis) Conservation in California

Oral | Monday, 11 December 2023 10:20 - 10:30 CST (16:20 - 16:30 UTC)

Nicholas E Clinton1, Emily Fairfax2, Eric Zhu1, Stefania Maiman1, Aman Shaikh1, Dan Ackerstein3, Eddie Corwin1, Aditee Kumthekar1, Monica Rucki1 and Trisha Jain1, (1)Google, Mountain View, United States, (2)University of Colorado Boulder, Geological Sciences, Boulder, United States, (3)Ackerstein Sustainability, Santa Cruz, United States

Relevant tools/programs: Google Earth Engine

This presentation has one or more Google authors.

GC12A-04 - An integrated carbon monitoring framework for stock-change GHG inventory at parcel to landscape scales: approach, outputs and applications.

Oral | Monday, 11 December 2023 10:50 - 11:00 CST (16:50 - 17:00 UTC)

Colin M Beier, SUNY College of Environmental Science and Forestry, Sustainable Resources Management, Syracuse, NY, United States, Lucas K Johnson, SUNY College of Environmental Science and Forestry, Graduate Program in Environmental Science, Syracuse, NY, United States, Michael J Mahoney, SUNY College of Environmental Science and Forestry, Graduate Program in Environmental Science, Syracuse, United States, Madeleine Desrochers, SUNY College of Environmental Science and Forestry, Sustainable Resources Management, Syracuse, United States and Grant M Domke, USDA Forest Service, Northern Research Station, St. Paul, United States

Relevant tools/programs: Google Earth Engine

U12B-05 - Physics-based machine learning models to predict urban energy retrofits

Oral | Monday, 11 December 2023 10:50 - 11:05 CST (16:50 - 17:05 UTC)

Dhruv Suri, West Hartford, Connecticut, UNITED STATES and Ines Azevedo, Stanford University, Energy Science and Engineering, Stanford, United States

Relevant tools/programs: Google Street View

NG12A-05 - Incorporating Direct EUV Irradiance from Solar Images into Thermospheric Density Modelling with Machine Learning

Oral | Monday, 11 December 2023 11:04 - 11:15 CST (17:04 - 17:15 UTC)

Thomas E Berger, University of Colorado at Boulder, Space Weather Technology, Research, and Education Center, Boulder, United States, Shreshth Malik, University of Oxford, Department of Computer Science, Oxford, United Kingdom, James Walsh, University of Cambridge, Department of Engineering, Cambridge, United Kingdom, Giacomo Acciarini, University of Surrey, Astrodynamics Group, Surrey Space Center, Guildford, United Kingdom, Atılım Güneş Baydin, University of Oxford, Department of Engineering Science, Oxford, United Kingdom and FDL-X 2023 Team

Relevant tools/programs: Google Cloud

GH12A-08 - Flexible Data Fusion for Air Quality Estimation and Forecasting in Google Earth Engine to support Global Health Management Needs

Oral | Monday, 11 December 2023 11:30 - 11:40 CST (17:30 - 17:40 UTC)

Carl Malings1, K. Emma Knowland2,3, Nathan R Pavlovic4, Justin Coughlin5, Christoph Andrea Keller2,6, Stephen E Cohn7, Callum Wayman8, Alan Chan5, Sean Wihera9, Sean Khan10, John E White11, Phillip G. Dickerson12, Daniel Westervelt13 and Randall V Martin14, (1)Morgan State University, GESTAR II, Global Modeling and Assimilation Office, NASA Goddard Space Flight Center, Baltimore, MD, United States, (2)NASA Goddard Space Flight Center, Global Modeling and Assimilation Office, Greenbelt, United States, (3)Morgan State University, GESTAR-II, Baltimore, MD, United States, (4)Sonoma Technology, Inc., Petaluma, CA, United States, (5)Sonoma Technology, Inc., Petaluma, United States, (6)Morgan State University, Baltimore, MD, United States, (7)Global Modeling and Assimilation Office, NASA Goddard Space Flight Center, Greenbelt, United States, (8)Science Systems and Applications, Inc., Global Modeling and Assimilation Office, NASA Goddard Space Flight Center, Lanham, United States, (9)Clarity Movement Co., Berkeley, United States, (10)United Nations Environment Programme, Nairobi, Kenya, (11)US Environmental Protection Agency Research Triangle Park, Durham, United States, (12)Environmental Protection Agency Research Triangle Park, Research Triangle Park, United States, (13)Columbia University, Lamont-Doherty Earth Observatory, Palisades, United States, (14)Washington University in St. Louis, Energy, Environmental & Chemical Engineering, St. Louis, United States

Relevant tools/programs: Google Earth Engine

H13D-01 - Satellite based Evapotranspiration over croplands: Quantifying errors in surface energy balance methods and algorithmic improvements

Oral | Monday, 11 December 2023 14:10 - 14:20 CST (20:10 - 20:20 UTC)

Rouhin Mitra, University of California Los Angeles, Los Angeles, CA, United States and Mekonnen K Gebremichael, University of California, Los Angeles, United States

Relevant tools/programs: Google Earth Engine

B13E-1955 - Combining Cloud Computing and Object-Based Machine Learning to Identify Earthen Berms from Lidar Digital Elevation Models

#1955 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Haiqing Xu, University of Arizona, Tucson, AZ, United States, Mary Nichols, Southwest Watershed Research Center, USDS-ARS, Tucson, United States, Dana Ariel Lapides, Simon Fraser University, Geography Department, Burnaby, BC, Canada and Octavia Crompton, U.S. Department of Agriculture, Agricultural Research Service, Beltsville, United States

Relevant tools/programs: Google Earth Engine

B13E-1957 - Deep Learning Object Detection for Landslide Detection in Google Earth Images

#1957 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Eshta Ranyal1, Vikrant Ranyal1 and Vishal Mishra2, (1)Indian Institute of Technology Roorkee, Roorkee, India, (2)Indian Institute of Technology Roorkee, Department of Civil Engineering,, Roorkee, India

Relevant tools/programs: Google Earth

B13E-1964 - PREPARING PREDICTORS FOR GEOSPATIAL MODELING OF EARTHWORM COMMUNITIES IN THE NORTHWESTERN CAUCASUS USING CLOUD PLATFORM GOOGLE EARTH ENGINE

#1964 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Anna Narykova, Aleksandra Plotnikova, Anna Geraskina and Nikolay Shevchenko, Center for Forest Ecology and Productivity of the Russian Academy of Sciences, Moscow, Russia

Relevant tools/programs: Google Earth Engine

B13K-2061 - Long-term Variations of Mangroves in the Context of Land Use Land Cover Changes: a Case Study in Ca Mau Peninsula

#2061 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Thuong Tran, Monash University, Melbourne, VIC, Australia, Ruth Reef, Monash University, Melbourne, Australia and Xuan Zhu, Monash University, School of Earth, Atmosphere and Environment, Clayton, VIC, Australia

Relevant tools/programs: Google Earth Engine

C13C-1117 - Antarctic Supraglacial Lake Detection Using a Deep Learning Approach and Sentinel-2 Data

#1117 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Zahra Bahrami1, Luke D Trusel1, Katrina Lutz2 and Matthias Braun2, (1)Pennsylvania State University, Department of Geography, State College, United States, (2)University of Erlangen-Nuremberg, Institute of Geography, Erlangen, Germany

Relevant tools/programs: Google Earth Engine

GC13E-0975 - Primary Productivity Distribution Pattern over Various Natural and Managed Ecosystems of India

#0975 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Varsha Pandey and Eswar Rajasekaran, Indian Institute of Technology Bombay, Civil Engineering, Mumbai, India

Relevant tools/programs: Google Earth Engine

GC13H-1001 - Coastline Change Monitoring Using Sentinel-1 SAR Observations And Google Earth Engine

#1001 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Noel Ivan Ivan Ulloa1, Gopika Suresh2, Jungkyo Jung3, Emma Hill1,4 and Sang-Ho Yun1,4, (1)Earth Observatory of Singapore, Nanyang Technological University, Singapore, Singapore, (2)Unique Land Use GmbH, Freiburg, Germany, (3)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (4)Asian School of the Environment, Nanyang Technological University, Singapore, Singapore

Relevant tools/programs: Google Earth Engine

GC13H-1003 - Evaluating the Potential Impacts of Sea Level Rise on Shoreline Change, Development, and Coastal Infrastructure in the Republic of Maldives

#1003 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Ms. Lisa Tanh, MSc1, Juan Luis Torres-Perez2, Britnay Beaudry3, Aidan Harvey1, Daniel Lopez1, Derek Chin1, Mitchell Porter1, Ben Dahan1, Tiffany Hsu1, Gabriel Halaweh1 and Evan Barrett1, (1)NASA DEVELOP, Hampton, United States, (2)NASA Ames Research Center, Biospheric Science Branch, Moffett Field, United States, (3)Bay Area Environmental Research Institute, Mountain View, CA, United States

Relevant tools/programs: Google Earth Engine

GC13I-1015 - ClimateGuard IN - A Web-based Application to Visualize Climate Hazards in India

#1015 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Shamaila Fatima, Indian Institute of Technology Bombay, Centre for Technology Alternatives for Rural Areas (CTARA), Mumbai, India and Anushiya J, Center for Study of Science, Technology and Policy, Bengaluru, India

Relevant tools/programs: Google Earth Engine

IN13D-0599 - Improving Access to the GEOS Composition Forecast Model with API Development and Ingestion into Google Earth Engine

#0599 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Callum Richard Wayman1,2, K. Emma Knowland2,3, Christoph Keller2,4, Joseph V Ardizzone5 and Steven Pawson2, (1)Science Systems and Applications, Inc., Lanham, United States, (2)NASA Goddard Space Flight Center, Global Modeling and Assimilation Office, Greenbelt, United States, (3)Morgan State University, Baltimore, MD, United States, (4)Morgan State University, Baltimore, United States, (5)NASA GSFC/SSAI Inc., Greenbelt, MD, United States

Relevant tools/programs: Google Earth Engine

NG13B-0607 - Multiscale Geoeffectiveness Forecasting: Upgrading the DAGGER Pipeline

#0607 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Raman Mukundan, University of New Hampshire, Department of Physics and Astronomy, Durham, United States, Sahiti Yerramilli, Carnegie Mellon University, School of Computer Science, Pittsburgh, United States, Michael Heyns, Imperial College London, Physics, London, United Kingdom, Banafsheh Ferdousi, University of New Hampshire, Institute for the Study of Earth, Oceans, and Space, Durham, United States, Vishal Upendran, Lockheed Martin Solar and Astrophysics Laboratory, Palo Alto, United States, Angelos Vourlidas, Johns Hopkins University Applied Physics Laboratory, Laurel, United States, Panagiotis Tigas, University of Oxford, Oxford Applied and Theoretical Machine Learning Group, Oxford, United Kingdom and Evangelos Paouris, George Mason University Fairfax, Fairfax, United States

Relevant tools/programs: Google Cloud

NH13D-0711 - Dynamic landslide hazard forecasting over the Lower Mekong Region using global forecasting precipitation products

#0711 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Nishan Kumar Biswas, NASA Goddard Space Flight Center, Hydrological Sciences Laboratory, Greenbelt, MD, United States, Miguel Laverde, Asian Disaster Preparedness Center, Bangkok, Thailand, Thomas Stanley, University of Maryland Baltimore County, GESTAR-II, Baltimore, United States, Pukar Man Amatya, University of Maryland Baltimore County, GESTAR-II, Baltimore, MD, United States and Dalia Kirschbaum, NASA Goddard Space Flight Center, Earth Sciences Division, Greenbelt, United States

Relevant tools/programs: Google Cloud

NH13D-0712 - Evaluating Manual and Semiautomatic Shallow Landslide Inventories: Implications for Susceptibility Models

#0712 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Helen Dias and Carlos Grohmann, University of Sao Paulo, Institute of Energy and Environment, Sao Paulo, Brazil

Relevant tools/programs: Google Earth

NH13D-0724 - Preliminary Analysis of Landslide Dammed Lake Induced by a Landslide Event in Kunwari Village of Bageshwar District of Uttarakhand, India.

#0724 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Shubham Chaudhary, Academy of Scientific and Innovative Research (AcSIR) at CSIR Central Building Research Institute Roorkee, Geotechnical Engineering and Geohazard Group, CSIR CBRI, Roorkee, India, Anindya Pain, Academy of Scientific and Innovative Research (AcSIR) at CSIR CBRI, Geotechnical Engineering and Geohazard Group, CSIR Central Building Research Institute Roorkee, Roorkee, India and Shantanu Sarkar, Uttarakhand Landslide Mitigation and Management Centre, Uttarakhand, Dehradun, India

Relevant tools/programs: Google Earth

OS13B-1302 - Magnesium hydroxide as an alkalinity source for Ocean Alkalinity Enhancement: The importance of formation conditions and material properties

#1302 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Cody Shaw, Stony Brook University, Chemistry, Stony Brook, NY, United States, Mallory Ringham, Ebb Carbon, San Carlos, United States, Brendan Carter, NOAA Pacific Marine Environmental Laboratory, Seattle, United States, Matthew Eisaman, Yale University, Department of Earth & Planetary Sciences, New Haven, CT, United States and Mike Tyka, Google, Mountain View, United States

This presentation has one or more Google authors.

OS13C-1307 - Basin-scale Variations of Ocean Alkalinity Enhancement Efficiency for Carbon Dioxide Removal

#1307 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Mengyang Zhou1, Scott D Bachman2, Mike Tyka3, Alicia Karspeck4, David T Ho5 and Matthew C Long4, (1)University of Connecticut, Groton, CT, United States, (2)National Center for Atmospheric Research, Climate and Global Dynamics, Boulder, CO, United States, (3)Google, Mountain View, United States, (4)[C]Worthy, LLC, Boulder, United States, (5)University of Hawaii, Oceanography, Honolulu, HI, United States

This presentation has one or more Google authors.

U13C-0752 - Using AI tools to explore the UN Sustainable Development Goals (UN-SDGs) and relevant remote sensing instruments and data sets to monitor indicators of progress towards achieving the SDGs with a focus on SDG-6 (Water).

#0752 | Monday, 11 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Sushel Unninayar, NASA Goddard Space Flight Center, KBR/MSU, Greenbelt, United States

Relevant tools/programs: Google Bard

A13A-02 - Advancing Climate-Friendly Aviation: A Hybrid Contrail Forecast Model

Oral | Monday, 11 December 2023 14:20 - 14:30 CST (20:20 - 20:30 UTC)

Zebediah Engberg1, Tharun Sankar2, Marc L. Shapiro1, Thomas Dean1, Roger Teoh3, Marc Stettler4, Scott Geraedts2 and John Platt2, (1)Breakthrough Energy, Kirkland, United States, (2)Google Research, Mountain View, United States, (3)Imperial College London, Department of Civil and Environmental Engineering, London, United Kingdom, (4)Imperial College London, Civil and Environmental Engineering, London, United Kingdom

Relevant tools/programs: Google Research

This presentation has one or more Google authors.

B13B-05 - Projecting the impacts of climate change on wetland dynamics across the central U.S. using Sentinel-1 and Sentinel-2 based time series (2017-2021)

Oral | Monday, 11 December 2023 14:52 - 15:02 CST (20:52 - 21:02 UTC)

Melanie Vanderhoof1, Jay Christensen2, Laurie Alexander3, Charles R. Lane4 and Heather E Golden2, (1)US Geological Survey, Geosciences and Environmental Change Science Center, Denver, CO, United States, (2)US Environmental Protection Agency, Office of Research & Development, Cincinnati, United States, (3)US Environmental Protection Agency, Office of Research and Development, Arlington, United States, (4)US Environmental Protection Agency, Athens, United States

Relevant tools/programs: Google Earth Engine

H13D-07 - OpenET: Applications of Evapotranspiration Data for Water Resources Management in the Western United States

Oral | Monday, 11 December 2023 15:10 - 15:20 CST (21:10 - 21:20 UTC)

Forrest S Melton1, Robyn Grimm2, John Michael Volk3, Richard G. Allen4, Martha Anderson5, Matt Bromley6, Will Carrara7, Britta Daudert8, Conor Doherty1, Christian Dunkerly9, Joshua B. Fisher10, MacKenzie Friedrichs11, Alberto Guzman12, Christopher Hain13, Maurice Hall2, Jordan Harding14, Jamie Herring15, Justin L Huntington6, Lee Johnson16, Ayse Kilic17, Blake Minor6, Charles Morton6, Rachel O’Connor18, Garshaw Amidi-Abraham18, Gabriel Parrish19, Samuel Ortega-Salazar17, Thomas Ott6, Adam J Purdy20, Anderson Ruhoff21, Peter ReVelle17, Gabriel B Senay22, Ryan Solymar23, Yun Yang24 and Michael Biedebach23, (1)NASA Ames Research Center, Moffett Field, United States, (2)Environmental Defense Fund, Sacramento, United States, (3)Desert Research Institute, Reno, United States, (4)University of Idaho, Professor Emeritus, Moscow, United States, (5)USDA ARS Hydrology and Remote Sensing Laboratory, Beltsville, MD, United States, (6)Desert Research Institute, Division of Hydrologic Sciences, Reno, United States, (7)NASA Ames Research Center, Atmospheric Science, Moffett Field, United States, (8)Desert Research Institute Reno, Division of Hydrologic Sciences, Reno, NV, United States, (9)Desert Research Institute Reno, Reno, United States, (10)Hydrosat, Washington, DC, United States, (11)KBR Contractor to the USGS Earth Resources Observation and Science (EROS) Center, Sioux Falls, United States, (12)CSU Monterey Bay, NASA ARC-CREST, Seaside, CA, United States, (13)NASA Marshall Space Flight Center, Huntsville, AL, United States, (14)Habitat Seven, Ottawa, Canada, (15)HabitatSeven, Ottawa, ON, Canada, (16)CSU Monterey Bay, NASA ARC-CREST, Moffett Field, United States, (17)University of Nebraska Lincoln, Lincoln, United States, (18)Environmental Defense Fund, Portland, United States, (19)Innovate! Inc., Sioux Falls, United States, (20)CSU Monterey Bay / NASA ARC-CREST, Seaside, United States, (21)Federal University of Rio Grande do Sul, Brazil, Institute of Hydraulic Research, Rio Grande do Sul, Brazil, (22)U.S. Geological Survey Earth Resources Observation and Science (EROS) Center, EROS/North Central Climate Adaptation Science Center, Fort Collins, United States, (23)CSU Monterey Bay, NASA ARC-CREST, Seaside, United States, (24)Mississippi State University, Department of Forestry, Starkville, United States

Relevant tools/programs: Google Earth Engine, OpenET

GC13C-07 - Dynamic mapping of on-road emissions: impact of traffic congestion and fleet composition

Oral | Monday, 11 December 2023 15:12 - 15:22 CST (21:12 - 21:22 UTC)

Xin LI1, Dasa Gu1, Tilman Leo Hohenberger1, Yik Him Fung1, Jimmy Chi-Hung Fung2 and Alexis Kai-Hon Lau2, (1)Hong Kong University of Science and Technology, Hong Kong, Hong Kong, (2)Hong Kong University of Science and Technology, Division of Environment and Sustainability, Hong Kong, Hong Kong

Relevant tools/programs: Google Maps

H13A-08 - Terrestrial Information Everywhere - An AI-Based Land Surface Model

Oral | Monday, 11 December 2023 15:20 - 15:30 CST (21:20 - 21:30 UTC)

Shlomo Shenzis1, Grey Stephen Nearing2, Tadele Yednkachw Tekalign3, Guy Shalev1 and Oren Gilon1, (1)Google Research, Tel Aviv, Israel, (2)Google Research, Mountain View, United States, (3)Google Research, Accra, Ghana

This presentation has one or more Google authors.

IN14B-04 - ESS-DIVE: Enabling Integration Across Diverse Environmental Systems Data

eLightning | Monday, 11 December 2023 16:09 - 16:12 CST (22:09 - 22:12 UTC)

Valerie C Hendrix1, Shreyas Cholia1, Charuleka Varadharajan2, Deb Agarwal3, Joan E Damerow3, Hesham Elbashandy3, Fianna O'Brien3, Emily Robles1, Mario Melara3, Madison Burrus1, Karen Whitenack3, Catherine Wong1, Shalki Shrivastava3, Sarah Poon3, Matthew B. Jones4, Jing Tao5, Matthew Brooke5 and Rushiraj Nenuji5, (1)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (2)Lawrence Berkeley National Laboratory, Earth and Environmental Sciences Area, Berkeley, CA, United States, (3)Lawrence Berkeley National Laboratory, Berkeley, United States, (4)University of California Santa Barbara, National Center for Ecological Analysis and Synthesis, Santa Barbara, CA, United States, (5)National Center for Ecological Analysis and Synthesis, Santa Barbara, United States

Relevant tools/programs: Google Dataset Search

C14C-06 - Remote Sensing of Transient Snowline on Glaciers in Western North America Using a Random Forest Workflow

eLightning | Monday, 11 December 2023 16:18 - 16:21 CST (22:18 - 22:21 UTC)

Alexandre Bevington, University of Northern British Columbia, Department of Geography, Earth and Environmental Sciences, Prince George, BC, Canada; British Columbia Ministry of Forests, Prince George, BC, Canada and Brian Menounos, University of Northern British Columbia, Geography Earth and Environmental Sciences, Prince George, BC, Canada

Relevant tools/programs: Google Earth Engine

OS14A-08 - Applying Machine Learning to Assess Antarctic Penguin Populations from Drone Imagery

Oral | Monday, 11 December 2023 17:15 - 17:25 CST (23:15 - 23:25 UTC)

Rose Leeger, University of Colorado at Boulder, Environmental Studies, Boulder, United States and Jefferson Hinke, NOAA Southwest Fisheries Science Center, Antarctic Ecosystem Research Division, La Jolla, CA, United States

Relevant tools/programs: Google Cloud

Tuesday, 12 December 2023

A21F-2332 - Comparative Analysis of Microscale Air Quality Response to Traffic and Built Environment from Machine Learning Perspective

#2332 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Ya WANG, Han Mei and Zhi Ning, Hong Kong University of Science and Technology, Hong Kong, Hong Kong

Relevant tools/programs: Google Traffic

A21F-2335 - Comparing Use of Satellite and Street View Imagery for Developing National Empirical Models of PM2.5 and NO2 Based on Machine Learning

#2335 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Meng Qi1, Esra Suel2, Kuldeep Dixit1 and Steve Hankey1, (1)Virginia Polytechnic Institute and State University, School of Public and International Affairs, Blacksburg, United States, (2)University College London, Centre for Advanced Spatial Analysis (CASA), London, United Kingdom

Relevant tools/programs: Google Earth Engine, Google Street View

A21G-2362 - Integrating Machine Learning and Visualization for Spatiotemporal Analysis of Atmospheric Aerosols

#2362 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Kwon Ho Lee, Gangneung-Wonju National University, Atmospheric Environmental Sciences, Gangneung, Korea, Republic of (South) and Seonghun Pyo, Gangneung-Wonju National University, Department of Spatial Information Cooperative Program, Gangneung, South Korea

Relevant tools/programs: Google Earth

B21E-2001 - Unveiling Land Cover Changes in Northeast Brazil: A Multi-Source Remote Sensing Mapping Approach

#2001 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Khalil Ganem1, Yongkang Xue1 and Yosio E. Shimabukuro2, (1)University of California, Los Angeles (UCLA), Department of Geography, Los Angeles, United States, (2)National Institute for Space Research (INPE), Remote Sensing Division, Sao Jose dos Campos, Brazil

Relevant tools/programs: Google Earth Engine

B21E-2004 - The feasibility of using national-scale datasets for classifying wetlands in Arizona with machine learning

#2004 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Christopher E Soulard, Organization Not Listed, Washington, DC, United States; US Geological Survey, Western Geographic Science Center, Menlo Park, United States, Jessica Walker, US Geological Survey, Western Geographic Science Center, Tucson, AZ, United States, Britt W Smith, Western Geographic Science Center, Tucson, United States and Jason Kreitler, USGS Western Geographic Science Center, Boise, United States

Relevant tools/programs: Google Earth Engine

B21E-2008 - Integrating Multiple Remote Sensing Data for Coffee Mapping in Kenya

#2008 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Fangjie Li1, Shabarinath Nair2, Inbal Becker-Reshef2,3 and Françoise Nerry2, (1)University of Strasbourg, Strasbourg Cedex, France, (2)University of Strasbourg, Strasbourg, France, (3)University of Maryland College Park, Geographical Sciences, College Park, United States

Relevant tools/programs: Google Earth Engine

B21E-2010 - Summary of Natural Disasters Across National Ecological Observatory Network Sites using Aerial Remote Sensing Data

#2010 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Bridget Hass, John Musinsky and Tristan Goulden, National Ecological Observatory Network, Airborne Observation Platform, Boulder, United States

Relevant tools/programs: Google Earth Engine

B21E-2018 - Detecting Agricultural Management Events with Sentinel 1 Synthetic Aperture Radar

#2018 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Juliana Hanle1, Fidel Maureira1,2 and Bruno Basso3, (1)Michigan State University, East Lansing, MI, United States, (2)Washington State University, Pullman, United States, (3)Michigan State University, Department of Earth and Environmental Sciences, East Lansing, United States

Relevant tools/programs: Google Earth Engine

B21E-2019 - A Methodological Framework for Data Aggregation for Biodiversity and Socio-Economic Analyses

#2019 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Forrest R. Stevens1, Andrea E Gaughan1, Rekha Warrier2, Felister Mombo3, Lazaro Mangewa3, Fadhili Bwagalilo4 and Jonathan Salerno5, (1)University of Louisville, Dept. of Geographic and Environmental Sciences, Louisville, KY, United States, (2)Colorado State University, School of Global Environmental Sustainability, Fort Collins, United States, (3)Sokoine University of Agriculture, Morogoro, Tanzania, (4)St. John's University, Dodoma, Tanzania, (5)Colorado State University, Department of Human Dimensions of Natural Resources, Warner College of Natural Resources, Fort Collins, CO, United States

Relevant tools/programs: Google Earth Engine

B21F-2028 - Forecasting the Ecological Impacts of Targeted Cattle Grazing as a Management Tool to Improve Wetland Habitat in Southeastern Idaho

#2028 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Preethi Balaji, Talissa Cota, Kangsan Lee and Melissa McNally, NASA DEVELOP, Hampton, United States

Relevant tools/programs: Google Earth Engine

C21E-1277 - Preliminary Analysis of a Retrogressive Thaw Slump Multi-Source Database for the West Siberian Arctic

#1277 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Nina Nesterova1,2, Ilya Tarasevich3,4, Marina Leibman3,4, Alexander I. Kizyakov5, Ingmar Nitze1 and Guido Grosse1,2, (1)Alfred Wegener Institute Helmholtz-Center for Polar and Marine Research Potsdam, Permafrost Research Section, Potsdam, Germany, (2)University of Potsdam, Institute of Geosciences, Potsdam, Germany, (3)University of Tyumen, X-bio Institute, Tyumen, Russia, (4)Earth Cryosphere Institute TSC SB RAS, Tyumen, Russia, (5)Lomonosov Moscow State University, Faculty of Geography, Cryolithology and Glaciology Department, Moscow, Russia

Relevant tools/programs: Google Earth

C21E-1290 - The first 10-m resolution thermokarst lake and pond data set for the Lena Basin in the 2020 thawing season

#1290 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Yining Yu1, Fengming Hui2, Yu Zhou1, Chong Liu3 and Xiao Cheng2, (1)Sun Yat-Sen University, Guangzhou, China, (2)Sun Yat-sen University, School of Geospatial Engineering and Science, Zhuhai, China, (3)Sun Yat-sen University, Zhuhai, China

Relevant tools/programs: Google Earth Engine

ED21B-0746 - Geological Mapping at Field School in the Virtual Environment

#0746 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

James S Scoates1, Kenneth A Hickey2, Nichole Moerhuis2, Dylan W Spence2, Andrew P Steiner2 and Joel E Saylor2, (1)University of British Columbia, Vancouver, BC, Canada, (2)University of British Columbia, Vancouver, Canada

Relevant tools/programs: Google Earth

GC21E-0946 - Assessing the Impact of Rapid Oil Palm Expansion on Protected Areas in Costa Rica

#0946 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Matthew E Fagan1, Felipe Saad2, Anisha Jayadevan3, Rohit Mukherjee4, Beth Tellman4, Angeline Pena3, Neil Taylor3, Elise Arellano-Thompson5, Steven Sesnie6 and Nicholas Magliocca7, (1)University of Maryland Baltimore County, Geography and Environmental Systems, Baltimore, United States, (2)University of Maryland Baltimore County, Geography and Environmental Systems, Baltimore, MD, United States, (3)University of Maryland Baltimore County, Baltimore, United States, (4)University of Arizona, School of Geography, Development and Environment, Tucson, AZ, United States, (5)University of Arizona, Tucson, AZ, United States, (6)US Fish and Wildlife Service, Southwest Region, Albuquerque, NM, United States, (7)University of Alabama, Department of Geography, Tuscaloosa, AL, United States

Relevant tools/programs: Google Earth Engine

GC21E-0958 - SATELLITE MONITORING OF DRYLAND BIOMASS FOR RESPONSE LIVESTOCK MANAGEMENT IN THE FERLO REGION OF SENEGAL

#0958 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Mamadou Adama Sarr, Associated Expert (CSE / SERVIR-WA programme) - Professor (UGB), Dakar, Senegal, Mohamed Mouncton, Msc, Dakar, Senegal, Abdoul A Diouf, Centre de Suivi Ecologique, Dakar, Senegal, Adama LO, Ph.D Candidate, Dakar, Senegal and Pierre C Sibiry C S Traore, ICRISAT, Bamako, Mali

Relevant tools/programs: Google Earth Engine

H21K-1484 - How speckle filtering approach and kernel size affect land cover classification: Sentinel-1 pre-processing parameter selection insights

#1484 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

K M Ashraful Islam1, Eric Bullock2, Sean P Healey3 and Robert E Kennedy1, (1)Oregon State University, Corvallis, OR, United States, (2)US Forest Service, Ogden, United States, (3)Rocky Mountain Research Station, Ogden, United States

Relevant tools/programs: Google Earth Engine

H21L-1496 - Assessing Stormwater Management Impacts of Urbanization and Green Space Removal Using i-Tree Software: A Case Study of Bear Creek, Texas

#1496 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Pouria HassaniFakhrabadi1, Dongfeng Li2 and Nick Z. Fang2, (1)University of Texas at Arlington, Arlington, TX, United States, (2)University of Texas at Arlington, Civil Engineering, Arlington, United States

Relevant tools/programs: Google Earth

H21M-1519 - Estimation of relative depths used by Black Carp in mainstem sections of the Upper and Middle Mississippi, Lower Missouri, and Illinois rivers

#1519 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Guzalay Sataer, University of Missouri Columbia, School of Natural Resources, Columbia, United States and Joanna B. Whittier, University of Missouri-Columbia, School of Natural Resources, Columbia, United States

Relevant tools/programs: Google Earth Engine

NH21B-0645 - Real-Time Burn Severity Mapping from Multi-Sensor Satellite Observations

#0645 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Danielle Losos, University of Wisconsin, SSEC/CIMSS, Madison, United States, Sam Batzli, University of Wisconsin Madison, SSEC/CIMSS, Madison, WI, United States, Javier Villegas Bravo, University of Maryland Cooperative Institute for Satellite Earth System Studies, College Park, United States and Roger J Michaelides, Washington University in St. Louis, Department of Earth, Environmental, and Planetary Sciences, St. Louis, United States

Relevant tools/programs: Google Earth Engine

NH21B-0653 - Exploring simulated and observed hydrologic rain-fall runoff response and vegetation recovery in the aftermath of the 2011 Bastrop Complex Wildfire, TX

#0653 | Tuesday, 12 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Victoria Stengel, USGS, Austin, United States, T. Edwin Chow, Texas State University, Geography, San Marcos, United States and Bernard Emanuel Hubbard, USGS, Reston, VA, United States

Relevant tools/programs: Google Earth Engine

H21I-04 - Examining the Influence of Lake Water Quality on Lake Cultural Ecosystem Services: Big Data Analytics coupling Lake Water Quality and Google Review at U.S scale.

Oral | Tuesday, 12 December 2023 09:02 - 09:12 CST (15:02 - 15:12 UTC)

Jianxing Guan1, Qifan Wu1, Runzi Wang1 and Yang Song2, (1)University of Michigan Ann Arbor, School for Environment and Sustainability, Ann Arbor, MI, United States, (2)Texas A&M University, Department of Landscape Architecture & Urban Planning, College station, United States

Relevant tools/programs: Google Cloud

EP21A-07 - Topographic and climatic controls on the fluvial erosion of volcanic debris avalanches: implications for the persistence of downstream sedimentation hazards

Oral | Tuesday, 12 December 2023 09:35 - 09:45 CST (15:35 - 15:45 UTC)

Kristin Sweeney, University of Portland, Portland, OR, United States and Jon J Major, US Geological Survey, Vancouver, WA, United States

Relevant tools/programs: Google Earth

B21B-08 - Where Are Trees Going in the World’s Mountains Under Climate Change? – Global Alpine Treeline Ecotone Dynamics (1985-2020)

Oral | Tuesday, 12 December 2023 09:40 - 09:50 CST (15:40 - 15:50 UTC)

Chenyang Wei and Adam M. Wilson, University at Buffalo, Geography, Buffalo, NY, United States

Relevant tools/programs: Google Earth Engine

GC22C-01 - WeatherBench 2: A Benchmark for the Next Generation of Data-driven Global Weather Models

Oral | Tuesday, 12 December 2023 10:25 - 10:35 CST (16:25 - 16:35 UTC)

Stephan Rasp1, Stephan Hoyer2, Peter Battaglia3, Alexander Merose1, Ian Langmore2, Tyler Russel1, Alvaro Sanchez3, Vivian Yang1, Robert W Carver1, Shreya Agrawal4, Kunal Shah1, Rahul Mahrsee1, Matthew Chantry5, Zied Ben Bouallegue6, Peter Dueben5, Carla Bromberg1, Jared Sisk1, Luke Barrington1, Aaron Bell1 and Fei Sha1, (1)Google Research, Mountain View, United States, (2)Google, Mountain View, United States, (3)Google DeepMind, London, United Kingdom, (4)Google, Research, Mountain View, United States, (5)European Centre for Medium-Range Weather Forecasts, Reading, United Kingdom, (6)European Center for Medium-Range Weather Forecasts, Reading, United Kingdom

This presentation has one or more Google authors.

GC22E-02 - Global urban sprawl monitoring and modeling to support sustainable development goals

Oral | Tuesday, 12 December 2023 10:30 - 10:40 CST (16:30 - 16:40 UTC)

Xuecao Li, CAU China Agricultural University, Beijing, China, Wanru He, China Agricultural University, College of Land Science and Technology, Beijing, China, Peng Gong, University of Hong Kong, Hong Kong, China, Yuyu Zhou, Joint Global Change Research Institute, College Park, MD, United States and Xiaoping Liu, Sun Yat-Sen University, School of Geography and Planning, Guangzhou, China

Relevant tools/programs: Google Earth Engine

H22D-04 - Caravan - A global community dataset for large-sample hydrology

Oral | Tuesday, 12 December 2023 10:50 - 11:00 CST (16:50 - 17:00 UTC)

Frederik Kratzert1, Grey Stephen Nearing2, Nans Addor3, Tyler Erickson4, Martin Gauch5,6, Oren Gilon7, Lukas Gudmundsson8, Avinatan Hassidim9, Daniel Klotz10, Sella Nevo11, Guy Shalev7 and Yossi Matias12, (1)Google Research, Vienna, Austria, (2)Google Research, Mountain View, United States, (3)Fathom, Bristol, United Kingdom, (4)VorGeo, Sacramento, United States, (5)Johannes Kepler University, Institute of Machine Learning, Linz, Austria, (6)Google Research, Zurich, Switzerland, (7)Google Research, Tel Aviv, Israel, (8)ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland, (9)Google, Research, Tel Aviv, Israel, (10)Johannes Kepler University, Institute for Machine Learning, Linz, Austria, (11)RAND Cooporation, Santa Monica, United States, (12)Google, Tel Aviv, Israel

This presentation has one or more Google authors.

H22B-06 - Differentiable Land Surface Modeling Using JAX

Oral | Tuesday, 12 December 2023 11:10 - 11:20 CST (17:10 - 17:20 UTC)

Peishi Jiang1, Patrick Kidger2, Gautam Bisht3, Toshiyuki Bandai4, Kyle Gregory Pressel3, Carl I Steefel5 and Xingyuan Chen1, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Google X, Mountain View, United States, (3)Pacific Northwest National Laboratory, Richland, United States, (4)Lawrence Berkeley National Laboratory, Berkeley, United States, (5)Lawrence Berkeley National Laboratory, Earth and Environmental Sciences Area, Berkeley, United States

This presentation has one or more Google authors.

B23E-2129 - Spatio-temporal analysis of forest disturbance patterns in the humid and dry tropics

#2129 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Adugna Mullissa1, Ricardo Dalagnol2, Fabien Hubert Wagner2 and Sassan S Saatchi3, (1)University of California Los Angeles, Pasadena, United States, (2)University of California Los Angeles, Los Angeles, CA, United States, (3)JPL/NASA/Caltech, Pasadena, United States

Relevant tools/programs: Google Earth Engine

B23E-2134 - Accuracy Assessment of National Land Cover Database (NLCD) 2019, Environmental Systems Research Institute (ESRI) 2020, and European Space Agency (ESA) 2020 land use land cover (LULC) Maps for East Baton Rouge Parish, Louisiana, Using Geospatial Techniques

#2134 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Fuad Hasan1,2, Rubayet Bin Mostafiz1, Robert V Rohli3 and Carol J Friedland1, (1)Louisiana State University Agricultural Center, Biological and Agricultural Engineering, LaHouse Resource Center, Baton Rouge, United States, (2)Louisiana State University, Engineering Science Program, Baton Rouge, LA, United States, (3)Louisiana State University, Oceanography and Coastal Sciences, Baton Rouge, LA, United States

Relevant tools/programs: Google Earth

B23K-2219 - Forecasting net forest biomass changes at 30m in forest management-relevant regions of Alaska and Canada

#2219 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Jackie Dean1, Arden Llewellyn Burrell1, Logan T. Berner2, Scott J. Goetz2, Matthew J Macander3, Laura Duncanson4, Paul Montesano5 and Brendan M Rogers6, (1)Woodwell Climate Research Center, Falmouth, MA, United States, (2)Northern Arizona University, SICCS, Flagstaff, AZ, United States, (3)ABR, Inc.—Environmental Research & Services, Fairbanks, AK, United States, (4)University of Maryland College Park, College Park, MD, United States, (5)ADNET Systems Inc. Greenbelt, Greenbelt, United States, (6)Woodwell Climate Research Center, Falmouth, United States

Relevant tools/programs: Google Earth Engine

B23K-2222 - Mapping local-scale (100-m) land surface freeze-thaw states over Alaska using SMAP and Sentinel-1

#2222 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Jinyang Du, University of Montana, Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, Missoula, MT, United States, John S Kimball, University of Montana, Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, Missoula, United States, Mahta Moghaddam, University of Southern California, Ming Hsieh Department of Electrical and Computer Engineering, Los Angeles, United States and Kazem Bakian Dogaheh, University of Southern California, Ming Hsieh Department of Electrical and Computer Engineering, Los Angeles, CA, United States

Relevant tools/programs: Google Earth Engine

B23K-2229 - The spatial-temporal variations of drivers of disturbance across Arctic-Boreal zone in North America

#2229 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Yingtong Zhang, Boston University, Boston, MA, United States and Curtis E Woodcock, Boston University, Earth and Environment, Boston, MA, United States

Relevant tools/programs: Google Earth Engine

H23M-1750 - Fuzzy Impact-Based Forecasting for Enhancing Flood Resilience: A Case Study of the Kemaman River Basin, Malaysia

#1750 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Gary Wee1, Chia-Yu Hsu1, Li-Chiu Chang1, Fi-John Chang2 and Mohd Zaki bin Mat Amin3, (1)Tamkang University, Department of Water Resources and Environmental Engineering, Taipei, Taiwan, (2)National Taiwan University, Department of Bioenvironmental Systems Engineering, Taipei, Taiwan, (3)National Hydraulic Research Institute of Malaysia, Research Centre for Water Resources and Climate Change, kuala Lumpur, Malaysia

Relevant tools/programs: Google Maps

IN23B-0593 - The GigaFire Project: Mapping Fuels and Carbon Stores in California with Cloud Computing Technologies

#0593 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Adriano Matos1, Ashley Cale1, Taylor Brown1, Johanson Onyegbula1, Gunner Stone1, Nikki Inglis1, Erin J Hanan2 and Jonathan A Greenberg1, (1)University of Nevada Reno, Natural Resources and Environmental Science, Reno, United States, (2)University of California Santa Barbara, Santa Barbara, United States

Relevant tools/programs: Google Cloud, Google Earth Engine

IN23C-0607 - Towards a More Robust and Reliable Flood Detection System: Combining the Strengths of YOLO v8 and Segment Anything Model for Flood Detection

#0607 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Ritika Prasai, Texas A&M University College Station, Institute for a Disaster Resilient Texas, College Station, United States

Relevant tools/programs: Google Colab

NH23A-0681 - Estimating the Hydrologic and Physiographic Characteristics of the Lower Niger River Basin – A 2012 and 2022 Post-Flood Assessment in Nigeria using Globally Available Data.

#0681 | Tuesday, 12 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Dorcas Idowu, Syracuse University, Civil and Environmental Engineering, Syracuse, United States, Elizabeth Carter, Syracuse University, Civil and Environmental Engineering, Syracuse, NY, United States and Brad G. Peter, The University of Arkansas, Department of Geosciences, Fayetteville, United States

Relevant tools/programs: Google Earth Engine

B23A-02 - Characterizing temperature hotspots within Urban Heat Islands in the United States. Sports fields as a case-study.

Oral | Tuesday, 12 December 2023 14:22 - 14:32 CST (20:22 - 20:32 UTC)

Vasco Manuel Mantas1, Kevin Paul Czajkowski2, George Z Xian3, Yitong Jiang2, Farrokh Namjooyan4 and Olawale Oluawfemi4, (1)University of Coimbra, Department of Earth Sciences, Coimbra, Portugal, (2)University of Toledo, Geography and Planning, Toledo, OH, United States, (3)USGS, ISAB, Sioux Falls, United States, (4)University of Toledo, Toledo, United States

Relevant tools/programs: Google Earth Engine

H23F-02 - Data Assimilation in Operational Machine Learning Hydrology Models

Oral | Tuesday, 12 December 2023 14:23 - 14:33 CST (20:23 - 20:33 UTC)

Grey Stephen Nearing1, Frederik Kratzert2, Guy Shalev3, Daniel Klotz4, Martin Gauch5 and Oren Gilon3, (1)Google Research, Mountain View, United States, (2)Google Research, Vienna, Austria, (3)Google Research, Tel Aviv, Israel, (4)Johannes Kepler University, Institute for Machine Learning, Linz, Austria, (5)Google Research, Zurich, Switzerland

This presentation has one or more Google authors.

GC23B-05 - Mapping Boro Rice Area in Bangladesh using Time Series Sentinel-1 and Sentinel-2 Satellite Imageries

Oral | Tuesday, 12 December 2023 14:50 - 15:00 CST (20:50 - 21:00 UTC)

Sravan Shrestha1, Mst. Farida Perveen2, Faisal M. Qamer1, Birendra Bajracharya1 and Irin Parvin2, (1)International Centre for Integrated Mountain Development, Lalitpur, Nepal, (2)Ministry of Agriculture, Department of Agricultural Extension, Dhaka, Bangladesh

Relevant tools/programs: Google Earth Engine

A23C-06 - Deep Learning for Global Air Quality and its Prediction

Oral | Tuesday, 12 December 2023 15:00 - 15:10 CST (21:00 - 21:10 UTC)

Kelsey Doerksen1, Yuliya Marchetti2, Kazuyuki Miyazaki2, Steven Lu2, Kevin W Bowman2, James Montgomery2, Yarin Gal3 and Freddie Kalaitzis4, (1)University of Oxford, Computer Science, Oxford, United Kingdom, (2)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (3)University of Oxford, Department of Computer Science, Oxford, United Kingdom, (4)University of Oxford, Oxford, United Kingdom

Relevant tools/programs: Google Earth Engine

GC23B-06 - Combining deep learning and street view imagery to map smallholder crop types

Oral | Tuesday, 12 December 2023 15:00 - 15:10 CST (21:00 - 21:10 UTC)

Sherrie Wang, Massachusetts Institute of Technology, Mechanical Engineering, Cambridge, MA, United States, Jordi Laguarta, Massachusetts Institute of Technology, EECS, Cambridge, United States and Thomas Friedel, PEAT GmbH, Berlin, Germany

Relevant tools/programs: Google Street View

GC23A-08 - Mapping coca from space: Coca dynamics during and after the Colombian armed conflict

Oral | Tuesday, 12 December 2023 15:22 - 15:32 CST (21:22 - 21:32 UTC)

Paulo Murillo, Universidad del Tolima, Ibague, Colombia, Jamon Van Den Hoek, Oregon State University, Geography Program, College of Earth, Ocean, and Atmospheric Sciences, Corvallis, United States, Hannah Martin, Forensic Architecture, London, United Kingdom and John Kilbride, Oregon State University, Corvallis, United States

Relevant tools/programs: Google Earth Engine

GC24A-04 - A window back in time: Combining aerial photography and machine learning to map urban change over the 20th century

Oral | Tuesday, 12 December 2023 16:33 - 16:44 CST (22:33 - 22:44 UTC)

Simon Greenhill1, Trinetta Chong2, Hannah Druckenmiller3, Solomon M Hsiang4, Joel Ferguson1, Cornelia Ilin5, Andreas Madestam6, Hikari Murayama7, Eugenio Noda5, Anna Tompsett6, Nicklas Nordfors6, Sherrie Wang8 and Taylor Kee5, (1)University of California Berkeley, Berkeley, CA, United States, (2)Google, Mountain View, United States, (3)California Institute of Technology, Pasadena, United States, (4)University of California, Berkeley, Goldman School of Public Policy, Berkeley, United States, (5)University of California Berkeley, Berkeley, United States, (6)Stockholm University, Stockholm, Sweden, (7)University of California Berkeley, Energy and Resources Group, Berkeley, CA, United States, (8)Massachusetts Institute of Technology, Institute for Data, Systems, and Society, Cambridge, United States

This presentation has one or more Google authors.

GC24A-05 - Deep Learning Based Time Series Land Use and Land Cover Mapping in Cloud-Prone Areas

Oral | Tuesday, 12 December 2023 16:44 - 16:55 CST (22:44 - 22:55 UTC)

Zhiwei LI and Qihao Weng, Hong Kong Polytechnic University, Department of Land Surveying and Geo-Informatics, Hong Kong, Hong Kong

Relevant tools/programs: Dynamic World

A24H-06 - Global-to-local air quality forecasts using the NASA GEOS Composition Forecast System

Oral | Tuesday, 12 December 2023 17:03 - 17:15 CST (23:03 - 23:15 UTC)

Steven Pawson1, Christoph Keller2, K. Emma Knowland3, Michael Long4, Carl Malings5, Lesley E Ott4, Viral Shah6, Obin Sturm7, Pam Wales8 and Callum Wayman9, (1)NASA Goddard Space Flight Center, Global Modeling and Assimilation Office, Greenbelt, MD, United States, (2)Morgan State University, Baltimore, United States, (3)Universities Space Research Association Columbia, Columbia, United States, (4)NASA Goddard Space Flight Center, Global Modeling and Assimilation Office, Greenbelt, United States, (5)Morgan State University, GESTAR II, Global Modeling and Assimilation Office, NASA Goddard Space Flight Center, Baltimore, MD, United States, (6)NASA Goddard Space Flight Center, Greenbelt, United States, (7)University of California Davis, Davis, United States, (8)University of Maryland College Park, College Park, MD, United States, (9)Science Systems and Applications, Inc., Global Modeling and Assimilation Office, NASA Goddard Space Flight Center, Lanham, United States

Relevant tools/programs: Google Earth Engine

Wednesday, 13 December 2023

B31L-2234 - Impact of Antecedent Fuel Treatments & Prescribed Fires on Wildfire Severity Measures in California's Coniferous Forests

#2234 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Benjamin C Nauman, University of California Los Angeles, Los Angeles, CA, United States and Glen M MacDonald, UCLA, Los Angeles, CA, United States; University of California Los Angeles, Los Angeles, United States

Relevant tools/programs: Google Earth Engine

B31M-2243 - Active Fire Line as a Key Control on Hourly Fire Growth for Predictive Modeling

#2243 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Tianjia Liu, University of California, Irvine, Department of Earth System Science, Irvine, United States, James Tremper Randerson, University of California Irvine, Department of Earth System Science, Irvine, United States, Yang Chen, University of California Irvine, Department of Earth System Science, Irvine, CA, United States, Douglas C Morton, NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, United States, Elizabeth Brooke Wiggins, NASA Langley Research Center, Hampton, VA, United States, Padhraic Smyth, University of California Irvine, Computer Science, Irvine, CA, United States and Efi Foufoula-Georgiou, University of California Irvine, Department of Civil and Environmental Engineering, Irvine, United States

Relevant tools/programs: Google Earth Engine

ED31D-0926 - Tracking Urban Forests, Environmental Justice, & Climate Change -- Middle, High School, & University Students in Collaboration, Coast to Coast. Comparing Neighborhoods, Schools, Cities & US States. Included: Washington DC, Baltimore, San Francisco, Oakland, Piedmont & Watts; MD, FL & CA. Utilizing NOAA, NASA, DOE and Google Satellite Platforms.

#0926 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

James D. Callahan1,2, Clara Adesnik-Chu3, Amos White4,5, Lynn Pinder6, Liz Bullock7, Eric Havel8, Ann Brown9, Luca Rinzel10,11, Lily Zheng12,13, Katie Robins3 and Amanda Phan14,15, (1)Lowell School, Washington DC, Washington, United States, (2)Mobile Climate Science Labs, Oakland, United States, (3)Lowell School, Washington DC, Climate Club DC, Washington, DC, United States, (4)100K Trees for Humanity, Alameda, United States, (5)California Dept. of Natural Resources, Cal Fire, Sacramento, United States, (6)Baltimore Green Justice Workers Cooperative, Baltimore, MD, United States, (7)Montgomery County Parks, MD, Wheaton, United States, (8)Community Resources for Science, Berkeley, United States, (9)Tri-Valley Air Quality Climate Alliance, Livermore, CA, United States, (10)Mobile Climate Science Labs, Washington, DC, United States, (11)Edmund Burke High School, DC, Mobile Climate Science Labs, Washington, DC, United States, (12)Mobile Climate Science Labs, Davis, CA, United States, (13)University of California, Davis, Davis, CA, United States, (14)Mobile Climate Science Labs, Stanford, CA, United States, (15)Stanford University, Stanford, CA, United States

Relevant tools/programs: Google Earth

GC31E-1091 - Heat Vulnerability Index for Delhi: A Geospatial Analysis using Google Earth Engine

#1091 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Pritipadmaja Pritipadmaja, Indian Institute of Technology Roorkee, Roorkee, India, Shravan Prabhu, Council on Energy, Environment and Water, Delhi, India and Rahul Dev Garg, Indian Institute of Technology Roorkee, Department of Civil Engineering, Roorkee, India

Relevant tools/programs: Google Earth Engine

GC31F-1095 - Armed Conflict in Tigray Sets Back Decades of Ecosystem Restoration Efforts

#1095 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Meley Mekonen Rannestad1, Emnet Negash2, Emiru Birhane3, Sofie Annys2, Mewcha Amha AMHA Gebremedhin4, Aster Gebrekirstos5 and Jan Nyssen2, (1)Norwegian University of Life Sciences, Ă…s, Norway, (2)Ghent University, Department of Geography, Ghent, Belgium, (3)Mekelle University, Department of Land Resources Management and Environmental Protection, Mekelle, Ethiopia, (4)University of Twente, Department of Water Resources, Faculty of Geo-information Science and Earth Observation, Enschede, Netherlands, (5)World Agroforestry Centre, Dendrochronology Laboratory, Nairobi, Kenya

Relevant tools/programs: Google Earth Engine

GC31F-1099 - Early and Scalable Detection of Farm Abandonment

#1099 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Charlie Guo, Google Inc, Santa Clara, CA, UNITED STATES and Chandan Nath, Google, Singapore, Singapore

Relevant tools/programs: Google Earth Engine, Dynamic World

This presentation has one or more Google authors.

GC31F-1102 - Using MODIS NDVI and VIIRS Night-time Light Data to Assess Ukraine's Agricultural and Human Settlement Changes during the Russo-Ukrainian Conflict

#1102 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Yuanzhe Yang1, Enxian Ren2, Enliang Ren2, Kaiyang Zhang3, HongJun Ma4, Yuqing Gao5 and Yizhuo Zhang3, (1)Diablo Valley College, Berkeley, CA, United States, (2)Silicon Valley High-Tech and Education Center, Belmont, United States, (3)Diablo Valley College, Pleasant Hill, United States, (4)Saint Marys College of California, Moraga, United States, (5)Santa Monica College, Santa Monica, United States

Relevant tools/programs: Google Earth Engine

H31Q-1710 - Flood modelling along the Periyar River in Kerala using the HEC-RAS model, South India

#1710 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Ramesh Honnasiddaiah, National Institute of Technology Karnataka, Karnataka, India and Dilna G S, National Institute of Technology Karnataka, Water Resources and Ocean Engineering, Mangalore, India

Relevant tools/programs: Google Earth Engine

H31R-1719 - Phased Coded Disk Algorithm for Automation of River Width Extraction from Remotely Sensed Imagery with the Google Earth Engine

#1719 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Pawan Thapa, University of Alabama, Department of Geography and Environmental Studies, Tuscaloosa, United States, Hongxing Liu, University of Alabama, Department of geography, Tuscaloosa, AL, United States, Lei Wang, Louisiana State University, Baton Rouge, LA, United States, Sagy Cohen, University of Alabama, Department of Geography, Tuscaloosa, United States, Dan Tian, University of Alabama, Tuscaloosa, AL, United States and Song Shu, Appalachian State University, Boone, United States

Relevant tools/programs: Google Earth Engine

H31S-1731 - Leveraging Planet and Google Earth Engine in Near-Real-Time Satellite Data for Water Management at Field Scales

#1731 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Sara Sadri1, Hylke Beck2, Ming Pan3, Aitazaz Farooque1 and Xiuquan Wang1, (1)University of Prince Edward Island, Climate Change and Adaptation, Charlottetown, PE, Canada, (2)King Abdullah University of Science and Technology, Earth Science and Engineering Physical Science and Engineering Division, Thuwal, Saudi Arabia, (3)Scripps Institution of Oceanography, Center for Western Weather and Water Extremes (CW3E), La Jolla, CA, United States

Relevant tools/programs: Google Earth Engine

H31S-1747 - A multisatellite approach to monitor river ice in northeastern US to support streamflow forecast for reservoir management

#1747 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Marouane Temimi1, Mohamed Abdelkader2, Jorge Bravo Mendez1 and Berina Kilicarslan3, (1)Stevens Institute of Technology, Department of Civil, Environmental, and Ocean Engineering (CEOE), Hoboken, New Jersey, United States, (2)Stevens Institute of Technology, Department of Civil, Environmental, and Ocean Engineering (CEOE), Union City, NJ, United States, (3)Stevens Institute of Technology, Department of Civil, Environmental, and Ocean Engineering, Union City, NJ, United States

Relevant tools/programs: Google Earth Engine

H31T-1754 - Geospatial Decision Support Tool for Managing Forests to Increase Water Yield in North Florida

#1754 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Katie Glodzik, University of Florida, School of Forest, Fisheries, & Geomatics Sciences, Ft Walton Beach, FL, United States, Matthew J Cohen, University of Florida, School of Forest, Fisheries, and Geomatics Sciences, Gainesville, United States and Joseph Prenger, USDA Beltsville Agricultural Research Center, Beltsville, United States

Relevant tools/programs: Google Earth Engine

H31Y-1839 - A Google Earth Engine App for Urgent Flood Mapping

#1839 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Ebrahim Ebrahim Hamidi1,2, Brad G. Peter3, Hamed Moftakhari4,5 and Hamid Moradkhani4,5, (1)University of Alabama, Center for Complex Hydrosystems Research, Tuscaloosa, AL, United States, (2)University of Alabama, Department of Civil, Construction and Environmental Engineering, Tuscaloosa, AL, United States, (3)The University of Arkansas, Department of Geosciences, Fayetteville, United States, (4)The University of Alabama, Center for Complex Hydrosystems Research, Tuscaloosa, United States, (5)The University of Alabama, Civil, Construction, and Environmental Engineering, Tuscaloosa, United States

Relevant tools/programs: Google Earth Engine

H31Y-1849 - Sensitivity of Remote Sensing Floodwater Depth Calculation to Boundary Filtering and Digital Elevation Model Selections

#1849 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Sagy Cohen1, Brad G. Peter2, Arjen Haag3, Dinuke Munasinghe4, Nishani Poorna Moragoda5, Anuska Narayanan6,7 and Sera May5, (1)University of Alabama, Tuscaloosa, AL, United States, (2)The University of Arkansas, Department of Geosciences, Fayetteville, United States, (3)Deltares, Delft, Netherlands, (4)Jet Propulsion Laboratory, Pasadena, United States, (5)University of Alabama, Geography, Tuscaloosa, AL, United States, (6)The University of Alabama, Department of Geography, Tuscaloosa, United States, (7)University of Florida, Geography, Gainesville, United States

Relevant tools/programs: Google Earth Engine

IN31B-0655 - GOES-R DataJam: A Virtual Competition Utilizing Openly Available Data and Tools

#0655 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Katherine L. Pitts1, Sherrie Morris1 and Maurice McHugh2, (1)Science and Technology Corporation, GOES-R Program, Boulder, CO, United States, (2)NOAA/NESDIS/GOES-R, Greenbelt, United States

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

IN31B-0658 - Landslide Detection Near Leh Baring village, Lahaul Spiti, Himachal Pradesh, India, Using Google Earth Engine and Hazmapper Application

#0658 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Deepti Nautiyal, Indian Institute of Technology Roorkee, Roorkee, India, Arun Kumar Saraf, Indian Institute of Technology Roorkee, Department of Earth Sciences, Roorkee, India and Josodhir Das, Indian Institute of Technology Roorkee, Department of Earthquake Engineering, Roorkee, India

Relevant tools/programs: Google Earth Engine

IN31D-0697 - Mapping Surface Water Presence in Drylands using Commercial CubeSat Imagery

#0697 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Zhaocheng Wang, Arizona State University, School of Sustainable Engineering and the Built Environment, Tempe, AZ, United States; Arizona State University, Center for Hydrologic Innovations, Tempe, AZ, United States, Enrique R Vivoni, Arizona State University, School of Sustainable Engineering and the Built Environment, Tempe, United States; Arizona State University, Center for Hydrologic Innovations, Tempe, United States and Charles Kimsal, Arizona State University, School of Earth and Space Exploration, Tempe, United States

Relevant tools/programs: Google Earth Engine

IN31E-0701 - Understanding and Working With Large Language Models (LLMs) for Water Decision Support in India

#0701 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Bihu Suchetana1, Vaishnavi Anand1, Khushi Porwal1 and Biplav Srivastava2, (1)Indian Institute of Technology Roorkee, Roorkee, India, (2)University of South Carolina, Columbia, United States

Relevant tools/programs: Google Bard

IN31E-0708 - Climate Engine API Provides an Accessible Solution to Connect Users with Climate and Remote Sensing Datasets for Visualization and Analyses

#0708 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Kristen OShea1, Eric Jensen2, Justin L Huntington3, Britta Daudert4, Jody Hansen2, Thomas Ott3 and Katherine Hegewisch5, (1)Desert Research Institute Reno, Reno, NV, United States, (2)Desert Research Institute, Reno, United States, (3)Desert Research Institute, Division of Hydrologic Sciences, Reno, United States, (4)Desert Research Institute Reno, Division of Hydrologic Sciences, Reno, NV, United States, (5)University of California Merced, Sierra Nevada Research Institute, Merced, United States

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

NH31C-0789 - The Environmental Racism of Flooding; Geospatial Data and Knowability in the Colonias of the Rio Grande Valley (FLUJOS – Flood Justice Utilizing Satellite Imagery)

#0789 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Lucas Belury, University of Arizona, Tucson, United States and Beth Tellman, University of Arizona, School of Geography, Development and Environment, Tucson, AZ, United States

Relevant tools/programs: Google Earth Engine

NH31E-0808 - Analysis of post-hurricane impacts on small and medium sized coastal counties to aid in communication and resiliency

#0808 | Wednesday, 13 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Sukanya Dasgupta1, Miranda Silano1 and Chandana Mitra2, (1)Auburn University, Geosciences, Auburn, United States, (2)Auburn University, Geosciences, Auburn, AL, United States

Relevant tools/programs: Google Trends

V31B-02 - Monitoring volcanic carbon dioxide flux by remote sensing of vegetation on Mt. Etna, Italy

Oral | Wednesday, 13 December 2023 08:40 - 08:50 CST (14:40 - 14:50 UTC)

Nicole Guinn, University of Houston, Department of Civil & Environmental Engineering, National Center for Airborne Laser Mapping, Houston, United States, Craig Len Glennie, University of Houston, Department of Civil & Environmental Engineering, National Center for Airborne Laser Mapping, Houston, TX, United States and Marco Liuzzo, Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Palermo, Palermo, Italy; Universitá di Ferrara, Dipartimento di Fisica e Scienze della Terra, Ferrara, Italy

Relevant tools/programs: Google Earth Engine

EP31A-04 - Understanding controls on chute channel lateral migration using Google Earth Engine

Oral | Wednesday, 13 December 2023 09:05 - 09:15 CST (15:05 - 15:15 UTC)

Ellen P. Chamberlin1, Christopher Maskas2 and Michael Churikov2, (1)Bucknell University, Geology & Environmental Geosciences, Lewisburg, PA, United States, (2)Bucknell University, Geology & Environmental Geosciences, Lewisburg, United States

Relevant tools/programs: Google Earth Engine

NG31A-06 - Neural General Circulation Models for Weather and Climate

Oral | Wednesday, 13 December 2023 09:25 - 09:35 CST (15:25 - 15:35 UTC)

Stephan Hoyer, Janni Yuval, Dmitrii Kochkov, Ian Langmore, Peter Norgaard, Griffin Mooers and Michael P Brenner, Google, Mountain View, United States

This presentation has one or more Google authors.

EP32A-02 - Exploring Methods for Quantifying the Influences of Boulder Concentration on Channel Steepness and Width in Guadalupe Mountains, New Mexico and West Texas, USA

Oral | Wednesday, 13 December 2023 10:35 - 10:45 CST (16:35 - 16:45 UTC)

Bella Gray1, Grace Guryan2 and Joel P L P Johnson2, (1)University of Texas at Austin, Department of Geological Sciences, Jackson School of Geosciences, Austin, United States, (2)University of Texas at Austin, Department of Geological Sciences, Jackson School of Geosciences, Austin, TX, United States

Relevant tools/programs: Google Earth

GC32A-03 - Addressing and understanding compound flood risk - from floodplain development to flood injustice- with satellites and machine learning

Oral | Wednesday, 13 December 2023 10:42 - 10:53 CST (16:42 - 16:53 UTC)

Beth Tellman1, Jonathan Giezendanner2, Zhijie Zhang1, Jonathan M Frame3, Lucas Belury4, Hannah Friedrich5, Jonathan Sullivan6, Colin Doyle7, Ana Laurel8, Carey Buxton8, Tanya Nair9, Philip Popien3, Subit Chakrabarti3, Ariful Islam10, Prashanti Sharma11 and Aaron Flores12, (1)University of Arizona, School of Geography, Development and Environment, Tucson, AZ, United States, (2)University of Arizona, School of Geography, Development and Environment, Tucson, United States, (3)Floodbase, New York, United States, (4)University of Arizona, Tucson, United States, (5)University of Arizona, Tucson, AZ, United States, (6)University of Arizona, School of Geography, Development & Environment, Tucson, United States, (7)Floodbase, Brooklyn, United States, (8)Texas Rio Grande Legal Aid, Mercedes, United States, (9)Floodbase, New York, NY, United States, (10)Social Pixel Lab, School of Geography, Development and Environment, University of Arizona, Tucson, United States, (11)University of Arizona, School of Geography, Development & Environment, Tucson, AZ, United States, (12)Arizona State University, Tempe, United States

Relevant tools/programs: Google Earth Engine

GC32B-06 - Losing Oceanfront: an impact assessment of sea level rise on coastal infrastructure

Oral | Wednesday, 13 December 2023 11:10 - 11:20 CST (17:10 - 17:20 UTC)

Maya Willard-Stepan1, Natalya A Gomez2, Jeffrey A Cardille3, Eric D Galbraith1 and Elena Bennett4, (1)McGill University, Earth and Planetary Sciences, Montreal, QC, Canada, (2)McGill University, Earth & Planetary Sciences, Montreal, QC, Canada, (3)McGill University, Department of Natural Resource Sciences, Montreal, QC, Canada, (4)McGill University, Department of Natural Resource Sciences and McGill School of Environment, Montreal, QC, Canada

Relevant tools/programs: Google Earth Engine

H32B-08 - Toward Consistent, Accepted, and Readily Available Watershed Scale Summaries of Evapotranspiration and Irrigated Lands Data for Improved Water Management in the Columbia River Basin

Oral | Wednesday, 13 December 2023 11:35 - 11:45 CST (17:35 - 17:45 UTC)

Matt Bromley1, Jordan P. Beamer2, Philip Blankenau3, Jeff Marti4, Janine Salwasser5, Justin L Huntington1, Blake Minor1, Forrest S Melton6, Maria Zamora Re5, Abigail Tomasek5, Rachel M LovellFord7, Mellony Hoskinson2, Andrea Lauden4, Marc Rempel5, Allison Vincent8, Tyson Schoepflin5 and Derek Godwin9, (1)Desert Research Institute, Division of Hydrologic Sciences, Reno, United States, (2)Oregon Water Resources Department, Salem, United States, (3)Idaho Department of Water Resources, Boise, ID, United States, (4)Washington Department of Ecology, Olympia, United States, (5)Oregon State University, Corvallis, United States, (6)NASA Ames Research Center, Moffett Field, United States, (7)Oregon Water Resources Department, Corvallis, United States, (8)Idaho Department of Water Resources, Boise, United States, (9)Oregon State University, Biological and Ecological Engineering, Corvallis, OR, United States

Relevant tools/programs: Google Earth Engine, OpenET

A33K-2697 - Quantifying Non-exhaust PM Traffic Emissions from Paved and Unpaved South African roads using empirical field measurements

#2697 | Wednesday, 13 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Ncobile Nkosi1, Roelof Burger2, Nisa Ayob1,3, Stuart Piketh4 and Christiaan Pauw5, (1)North-West University, Geography and Environmental Sciences, Mahikeng, South Africa, (2)North-West University, Unit for Environmental Sciences and Management, Potchefstroom, South Africa, (3)Organization Not Listed, Washington, DC, United States, (4)North-West University, Unit for Environmental Science and Management, Potchefstroom, South Africa, (5)NOVA Institute, Pretoria, South Africa

Relevant tools/programs: Google Earth

C33F-1471 - Unveiling lake ice phenology in Central Asia under climate change with MODIS data and a two-step classification approach

#1471 | Wednesday, 13 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Yuancheng Xu1, Di Long1, Xingdong Li1, Yiming Wang2, Fanyu Zhao1 and Yanhong Cui1, (1)Tsinghua University, Department of Hydraulic Engineering, Beijing, China, (2)Tsinghua University, Beijing, China

Relevant tools/programs: Google Earth Engine

GC33I-1256 - Understanding Human Perceptions of Drought: A Google Trends Analysis for Effective Policy-making and Education

#1256 | Wednesday, 13 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Yuting Zhou1, Ross Buchanan2, Joseph Ripberger2, Ye Liang3, Tao Hu4 and Eddy Iyonsi4, (1)Oklahoma State University Main Campus, Department of Geography, Stillwater, OK, United States, (2)University of Oklahoma, Institute for Public Policy & Analysis, Norman, United States, (3)Oklahoma State University, Department of Statistics, Stillwater, United States, (4)Oklahoma State University Main Campus, Department of Geography, Stillwater, United States

Relevant tools/programs: Google Trends

GC33L-1298 - Recent Trends in Climate Variability in Senegal

#1298 | Wednesday, 13 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Catherine Lilian Nakalembe, University of Maryland College Park, Geographical Sciences, College Park, MD, United States and Diana Botchway Frimpong, University of Maryland College Park, Geographical Sciences, College Park, United States

Relevant tools/programs: Google Earth Engine

GC33M-1313 - Urban Renewal Mapping: A Case Study in Beijing from 2000 to 2020

#1313 | Wednesday, 13 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Hao Ni1, Le Yu2, Peng Gong3, Xuecao Li4 and Jiyao Zhao1, (1)Department of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Institute for Global Change Studies, Tsinghua University, Beijing, China, (2)Tsinghua University, Beijing, China, (3)University of Hong Kong, Hong Kong, China, (4)College of Land Science and Technology, China Agricultural University, Beijing, China

Relevant tools/programs: Google Earth Engine

H33M-1960 - Assessing the Impact of Dams on River Temperatures: A Satellite Remote Sensing Based Approach for Large Rivers

#1960 | Wednesday, 13 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Emily A. Ellis, Virginia Polytechnic Institute and State University, Department of Geosciences, Blacksburg, United States and George H. Allen, Virginia Tech, Geosciences, Blacksburg, United States

Relevant tools/programs: Google Earth Engine

V33F-0216 - Strategies for Scientists to Communicate Volcanic Hazard to the Public when Threat of Eruption is Low

#0216 | Wednesday, 13 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Rebeckah S Hufstetler1, Hollie M Smith1, Emilie E E Hooft, PhD2 and Dean Walton3, (1)University of Oregon, Eugene, OR, United States, (2)University of Oregon, Department of Earth Sciences, Eugene, OR, United States, (3)University of Oregon - 1299, Eugene, OR, United States

Relevant tools/programs: Google Scholar

GH33A-01 (Invited) - Environmental Justice as a Verb- Working with Lawyers on Flood Justice in the Rio Grande Valley of Texas with AI and Satellite Imagery

Oral | Wednesday, 13 December 2023 14:15 - 14:25 CST (20:15 - 20:25 UTC)

Beth Tellman1, Lucas Belury2, Ana Laurel3, Zhijie Zhang1 and Carey Buxton3, (1)University of Arizona, School of Geography, Development and Environment, Tucson, AZ, United States, (2)University of Arizona, Tucson, AZ, United States, (3)Texas Rio Grande Legal Aid, Mercedes, United States

Relevant tools/programs: Google Earth Engine

H33D-02 - A multilayer perceptron flood mapping application from Sentinel-1 SAR imagery and geospatial data on Google Earth

Oral | Wednesday, 13 December 2023 14:25 - 14:40 CST (20:25 - 20:40 UTC)

Dan Tian, University of Alabama, Tuscaloosa, AL, United States, Lei Wang, Louisiana State University, Baton Rouge, LA, United States, Hongxing Liu, University of Alabama, Department of geography, Tuscaloosa, AL, United States and Sagy Cohen, University of Alabama, Department of Geography, Tuscaloosa, United States

Relevant tools/programs: Google Earth, Google Earth Engine

H33W-10 - Understanding Drought Awareness from Web Data

eLightning | Wednesday, 13 December 2023 14:42 - 14:45 CST (20:42 - 20:45 UTC)

Mashrekur Rahman, University of California Davis, Land, Air & Water Resources, Davis, CA, United States, Samuel Sandoval Solis, University of California Davis, Department of Land, Air, and Water Resources, Davis, United States, Thomas Harter, University of California Davis, Land, Air and Water Resources, Davis, CA, United States, Mahmoud Saeedimoghaddam, University of California Davis, Land, Air, and Water Resources, Davis, CA, United States and Grey Stephen Nearing, Upstream Tech, Tuscaloosa, United States

Relevant tools/programs: Google Trends

IN33A-05 - Using Surface Water Hydrology Data in the Cloud

Oral | Wednesday, 13 December 2023 14:50 - 15:00 CST (20:50 - 21:00 UTC)

Matthew Bonnema1, Alexander L Handwerger2, Steven Chan2, Cassandra Nickles3, Catalina M Oaida Taglialatela4 and Jinbo Wang2, (1)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (2)NASA Jet Propulsion Laboratory, Pasadena, United States, (3)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (4)NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States

Relevant tools/programs: Google Earth Engine

NH33B-05 - Using Sentinel-1 Synthetic Aperture Radar Data to Map and Monitor Glacial Lakes in the Upper Indus Basin

Oral | Wednesday, 13 December 2023 14:52 - 14:58 CST (20:52 - 20:58 UTC)

Imran Khan, University of New Hampshire Main Campus, Durham, NH, United States, Jennifer M Jacobs, University of New Hampshire, Institute for the Study of Earth, Oceans, and Space; Civil and Environmental Engineering, Durham, United States and Eunsang Cho, NASA Goddard Space Flight Center, University of Maryland, College Park, United States

Relevant tools/programs: Google Earth Engine

IN34B-01 - CropSight: an operational framework for crop type information retrieval using street view and PlanetScope satellite images

Oral | Wednesday, 13 December 2023 16:00 - 16:10 CST (22:00 - 22:10 UTC)

Yin LIU, University of Illinois at Urbana Champaign, Department of Geography & Geographic Information Science, Urbana, United States, Chunyuan Diao, University of Illinois at Urbana-Champaign, Department of Geography & Geographic Information Science, Urbana, United States, Weiye Mei, University of Illinois at Urbana Champaign, Department of Electrical and Computer Engineering, Urbana, United States and Chishan Zhang, University of Illinois Urbana-Champaign, Department of Geogarphy & Geographic Information Science, Urbana, United States

Relevant tools/programs: Google Street View

EP34A-03 - Quantifying the geomorphic effect of floods using satellite observations of river mobility

Oral | Wednesday, 13 December 2023 16:25 - 16:35 CST (22:25 - 22:35 UTC)

Anya Leenman1, Louise J. Slater2, Simon J Dadson2, Michel Wormann2,3 and Richard Boothroyd4, (1)Victoria University of Wellington, Wellington, New Zealand, (2)University of Oxford, School of Geography and the Environment, Oxford, United Kingdom, (3)European Center for Medium-Range Weather Forecasts, Reading, United Kingdom, (4)University of Glasgow, School of Geographical and Earth Sciences, Glasgow, G12, United Kingdom

Relevant tools/programs: Google Earth Engine

IN34B-04 - Assessing High Resolution Tasked BlackSky Optical Imagery for Surface Water Detection

Oral | Wednesday, 13 December 2023 16:30 - 16:40 CST (22:30 - 22:40 UTC)

Jonathan Giezendanner1, Zhijie Zhang2, Rohit Mukherjee2, Beth Tellman2, Andrew Molthan3, Iksha Gurung4 and Alexander Melancon5, (1)University of Arizona, Tucson, AZ, United States, (2)University of Arizona, School of Geography, Development and Environment, Tucson, AZ, United States, (3)NASA Marshall Space Flight Center, Huntsville, United States, (4)University of Alabama in Huntsville, Huntsville, AL, United States, (5)University of Alabama in Huntsville, Earth System Science Center, Huntsville, AL, United States

Relevant tools/programs: Google Earth Engine

Thursday, 14 December 2023

A41P-2876 - Towards Open-source Software Infrastructure for Assessing Climate Change Projections

#2876 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Rocky Talchabhadel1, Kshitij Dahal2, Laxman Bokati2, Amrit Thapa3, Bibek Aryal4 and Sanjib Sharma5, (1)Jackson State University, Department of Civil and Environmental Engineering, Jackson, United States, (2)Arizona State University, School of Sustainable Engineering and the Built Environment, Tempe, United States, (3)Department of Geosciences, University of Alaska Fairbanks, Fairbanks, United States, (4)Microsoft Corporation, Redmond, United States, (5)Howard University, Department of Civil and Environmental Engineering, Washington, United States

Relevant tools/programs: Google Earth Engine

ED41C-0903 - Analyzing the Correlation between Terrain and the Characteristics of Wildfires.

#0903 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Trisha Gorusu1, Katherine Bittle2, Dafne Rodriguez1 and Renee Easterbrook1, (1)SEES, Austin, United States, (2)NASA SEES, St. Louis, United States

Relevant tools/programs: Google Earth Engine

ED41C-0927 - Impact of Wildfires on the Gatlinburg, Tennessee Region

#0927 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Odelia Kneiser, Oak Ridge High School, Oak Ridge, United States

Relevant tools/programs: Google Earth

ED41C-0940 - Monitoring Coastal Changes in Bryan Beach, TX

#0940 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Johanna Cabello1, Angelina C Wangler2 and Jarisbeth Melgar2, (1)UNITED STATES, (2)University of Texas at Austin, Austin, United States

Relevant tools/programs: Google Earth

ED41C-0976 - Tracking Coastal Erosion and Deposition

#0976 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Jesus Munoz1, Kenneth J Arnett2, Leiah J.R Lopez2 and John P Moreno2, (1)UNITED STATES, (2)University of Texas at Austin, Austin, United States

Relevant tools/programs: Google Earth

GC41F-1168 - Seasonal fluctuations of wetlands and its driving factors in the headwaters of the Brahmaputra, Ganges, and Indus Rivers, Tibetan   Plateau

#1168 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Qionghuan Liu, Shenzhen University, Shenzhen, CHINA

Relevant tools/programs: Google Earth Engine

GC41H-1193 - Water Monitoring In Minor Irrigation Infrastructure as a Drought Indicator

#1193 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Aravindan Krishnan1, Alok Talekar2 and Ayush Tripathy1, (1)Google, Bangalore, India, (2)Google, Inc., Aurangabad, Maharashtra, INDIA

This presentation has one or more Google authors.

GC41N-1315 - Assessment of Park Cool Islands in San Francisco, California

#1315 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Andrew J Oliphant1, Hanna Croe2, Niels Döscher2 and Michael Leuchner3, (1)San Francisco State University, School of the Environment, San Francisco, CA, United States, (2)RWTH Aachen University, Physical Geography & Climatology, Aachen, Germany, (3)RWTH Aachen University, Aachen, Germany

Relevant tools/programs: Google Earth Engine

H41L-1921 - Agricultural drought under climate change: a national scale prediction

#1921 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Jung-Ching Kan1, Carla Ferreira2, Georgia Destouni3, Haozhi Pan4, Marlon Vieira Passos5, Karina Barquet5 and Zahra Kalantari3, (1)Stockholm environment Institute/ KTH Royal Institute of Technology, Stockholm, Sweden, (2)Stockholm University, Physical Geography, Stockholm, Sweden, (3)Stockholm University, Department of Physical Geography and the Bolin Centre for Climate Research, Stockholm, Sweden, (4)Shanghai Jiao Tong University, Shanghai, China, (5)Stockholm Environment Institute, Stockholm, Sweden

Relevant tools/programs: Google Earth Engine

H41T-2045 - Groundwater Data Along the Middle Rio Grande Basin.

#2045 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Natalie Restrepo, University of South Florida Tampa, Tampa, FL, United States, Laila Sturgis, New Mexico Institute of Mining and Technology, Hydrology, Socorro, United States, Charles Garcia, Central New Mexico Community College, Albuquerque, United States and Kaissa Inzunza, University of New Mexico, Albuquerue, United States

Relevant tools/programs: Google Earth

IN41C-0597 - Building the Community-Driven KArAr and CDR Domain Data Repositories with FIESTA

#0597 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Rupert Minnett1, Nicholas Jarboe2, Anthony A P Koppers3, Lisa Tauxe4, Catherine Constable4 and Brendan T Reilly5, (1)Oregon State University, College of Earth, Ocean, and Atmospheric Sciences, Corvallis, OR, United States, (2)Oregon State University, College of Earth, Ocean, and Atmospheric Sciences, Corvallis, United States, (3)Oregon State University, College of Earth Ocean and Atmospheric Sciences, Corvallis, United States, (4)Scripps Institution of Oceanography, University of California San Diego, La Jolla, United States, (5)Lamont-Doherty Earth Observatory, Palisades, United States

Relevant tools/programs: Google Dataset Search

IN41C-0611 - Trustworthy Replica Data Repositories: Challenges and Solutions

#0611 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Mahabal Hegde, NASA Goddard Space Flight Center, GES DISC, Greenbelt, MD, United States and Brianna Rita Pagán, NASA Goddard Space Flight Center, GES DISC, Greenbelt, United States

Relevant tools/programs: Google Earth Engine

SY41C-1057 - Communication Planning for a Science Outreach and Education Program: Defining a Strategic Communication Plan for Education and Outreach Activities at a large environmental research institute

#1057 | Thursday, 14 December 2023 08:30 - 12:50 CST (14:30 - 18:50 UTC)

Gina Fiorile Desranleau, Cooperative Institute for Research in Environmental Sciences, Education & Outreach, Boulder, CO, United States, Daniela Pennycook, University of Colorado at Boulder, Boulder, United States and Anne U Gold, University of Colorado Boulder, Cooperative Institute for Research in Environmental Sciences (CIRES), Boulder, United States

Relevant tools/programs: Google Analytics

B41D-06 - Mapping Leaf-longevity Type Using Multi-source Reference Data

Oral | Thursday, 14 December 2023 09:20 - 09:30 CST (15:20 - 15:30 UTC)

Xinyuan Li1, Matthew Hansen2, Andrew Lister3, Peter Potapov2 and Andres Hernandez-Serna4, (1)University of Maryland College Park, College Park, MD, United States, (2)University of Maryland, Department of Geographical Sciences, College Park, United States, (3)U.S. Forest Service, Northern Research Station, Forest Inventory and Analysis, York, PA, United States, (4)University of Maryland College Park, College Park, United States

Relevant tools/programs: Google Earth

GH41A-06 - Quantifying Wildfire Smoke Exposure and Health Impacts in the Western United States

Oral | Thursday, 14 December 2023 09:22 - 09:32 CST (15:22 - 15:32 UTC)

Karina Chung, Harvard University, Harvard College, Cambridge, MA, United States, Tianjia Liu, University of California Irvine, Department of Earth System Science, Irvine, United States, Makoto Kelp, Stanford University, Earth Systems Science, Stanford, United States and Loretta Mickley, Harvard University, John A. Paulson School of Engineering and Applied Sciences, Cambridge, United States

Relevant tools/programs: Google Earth Engine

EP41A-06 - Mapping Resources for Coastal California Habitats: an Integrated Data Approach

Oral | Thursday, 14 December 2023 09:28 - 09:38 CST (15:28 - 15:38 UTC)

Katie Osborn1, Christiana Ade2,3, Cristina Grosso4, Sree Gopal5, Alex Braud4, Pete Kauhanen4, Jennifer A Jay1 and Christine M Lee3, (1)University of California Los Angeles, Department of Civil and Environmental Engineering, Los Angeles, United States, (2)North Carolina State University Raleigh, Raleigh, United States, (3)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (4)San Francisco Estuary Institute, San Francisco, United States, (5)California Ocean Protection Council, Sacramento, United States

Relevant tools/programs: Google Earth Engine

H42H-05 - Mapping Small-Sized Wetlands Using Machine Learning and Google Earth Engine: A Case Study with Sentinel-2 Imagery

eLightning | Thursday, 14 December 2023 10:32 - 10:35 CST (16:32 - 16:35 UTC)

Eric Ariel L Salas and Sakthi Kumaran, Central State University, Agricultural Research Development Program (ARDP), Wilberforce, OH, United States

Relevant tools/programs: Google Earth Engine

B42E-06 - A Boundary-Aware Multi-Task Network for Mangrove Mapping in China Using Sentinel-2 Images

eLightning | Thursday, 14 December 2023 10:35 - 10:38 CST (16:35 - 16:38 UTC)

Longjie Ye, Hong Kong Polytechnic University, Hong Kong, Hong Kong, Qihao Weng, Hong Kong Polytechnic University, Department of Land Surveying and Geo-Informatics, Hong Kong, Hong Kong and Qiming Zheng, National University of Singapore, Singapore, Singapore

Relevant tools/programs: Google Earth Engine

EP42A-02 - Mapping the Coast from Space: What Can We Learn from Pixels?

Oral | Thursday, 14 December 2023 10:38 - 10:48 CST (16:38 - 16:48 UTC)

Floris Calkoen, Delft University of Technology, Delft, Netherlands; Deltares, Delft, Netherlands, Arjen Luijendijk, Delft University of Technology, Hydraulic Engineering, Delft, Netherlands, Susan Hanson, University of Southampton, Southampton, United Kingdom and Robert Nicholls, University of East Anglia, Norwich, United Kingdom

Relevant tools/programs: Google Earth Engine, Dynamic World

GC42B-03 - Crop field extraction in smallholder regions in Asia from commercial high-spatial resolution satellite imagery

Oral | Thursday, 14 December 2023 10:40 - 10:50 CST (16:40 - 16:50 UTC)

Lin Yan, Michigan State University, Center for Global Change and Earth Observations, East Lansing, MI, United States and David Roy, Michigan State University, Department of Geography, Environment, & Spatial Sciences, and the Center for Global Change and Earth Observations, East Lansing, United States

Relevant tools/programs: Google Earth

GC42B-07 - Agricultural Season Detection At Scale

Oral | Thursday, 14 December 2023 11:20 - 11:30 CST (17:20 - 17:30 UTC)

Amandeep Kaur1, Aayush Patel2, Ishan Deshpande3, Chandan Nath4, Gaurav Singh3, Renu Singh5 and Alok Talekar6, (1)Google, Inc., Bangalore, India, (2)Google, Bangalore, India, (3)Google Research, Bangalore, India, (4)Google, Singapore, Singapore, (5)Google, Paris, France, (6)Google, Inc., Aurangabad, Maharashtra, INDIA

This presentation has one or more Google authors.

IN42B-07 - On the advantages of using Harmonized Landsat Sentinel-2 data for monitoring environmental change

Oral | Thursday, 14 December 2023 11:22 - 11:32 CST (17:22 - 17:32 UTC)

Pontus Olofsson, NASA Marshall Space Flight Center, Huntsville, AL, United States, Paulo A Arevalo, Boston University, Earth and Environment, Boston, MA, United States, Xiaojing Tang, Boston University, Earth & Environment, Boston, MA, United States and Shijuan Chen, Yale University, New Haven, United States

Relevant tools/programs: Google Earth Engine

GC43O-01 - Policy Driven Growth In Water Infrastructure By SmallHolder Farmers

eLightning | Thursday, 14 December 2023 14:10 - 14:13 CST (20:10 - 20:13 UTC)

Alok Talekar1, Aravindan Krishnan2, Radhika Dua1, Alex Wilson3, Gopi Prashanth Ramineni2 and Arnab Basu2, (1)Google Research, Bangalore, India, (2)Google, Bangalore, India, (3)Google Research, Oxford, United Kingdom

This presentation has one or more Google authors.

B43F-2625 - AgroForestry in India - Towards Country Wide Finescale Carbon Accounting

#2625 | Thursday, 14 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Ishan Deshpande1, Bhartendu Pandey2, Radhika Dua1, Amandeep Kaur3, Alok Talekar1 and Anu Ramaswami4, (1)Google Research, Bangalore, India, (2)Princeton University, Princeton, NJ, United States, (3)Google, Inc., Bangalore, India, (4)Princeton University, Department of Civil & Environmental Engineering, Princeton, United States

This presentation has one or more Google authors.

B43F-2626 - Remote Soil Organic Carbon Measurement in India

#2626 | Thursday, 14 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Dinesh Tewari1, Abraham Fraifeld2, Ashwini Venkatesh3, Bhavini Mishra4, Brijesh Krishnaswami5, Niharika Reddy Muddusani6, Shawn Patel3, Venki Umaashankar7 and Alok Talekar8, (1)Google Research, Gurugram, India, (2)Google, Chicago, United States, (3)Google, Mountain View, United States, (4)Google, Sunnyvale, United States, (5)Google, Sfo, United States, (6)Google, Hyderabad, India, (7)Google, Bangalore, India, (8)Google Research, Bangalore, India

This presentation has one or more Google authors.

EP43C-2436 - Understanding California’s Coastal Changes from Satellite-Derived Shorelines

#2436 | Thursday, 14 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Jonathan A Warrick, U.S. Geological Survey, Pacific Coastal and Marine Science Center, Santa Cruz, United States, Kilian Vos, University of New South Wales, Sydney, NSW, Australia, Hannah Kenyon, Northern Arizona University, Flagstaff, United States, Catherine Janda, CUNY City College of New York, New York, United States, Daniel Buscombe, Marda Science, Flagstaff, United States and Helen Willemien Dow, University of Nevada Reno, Geological Sciences and Engineering, Reno, United States

Relevant tools/programs: Google Earth Engine

GC43K-1435 - Extraction of Poplar Planted Fields Using Sentinel-2 Imagery and Ancillary Index Data in Google Earth Engine Platform to Create Up-to-Date Inventory Maps

#1435 | Thursday, 14 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Taskin Kavzoglu, Gebze Technical University, Geomatics Engineering, Kocaeli, Turkey and Ugurcan Ongun, YON TEMIZLIK, Istanbul, Turkey

Relevant tools/programs: Google Earth Engine

GC43K-1439 - NO LABELS, NO WORRIES: A SELF-SUPERVISED APPROACH FOR MAPPING RICE AREAS

#1439 | Thursday, 14 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Mukund Narayanan, Ankit Sharma and Idhayachandhiran Ilampooranan, Indian Institute of Technology Roorkee, Water Resources Development and Management, Roorkee, India

Relevant tools/programs: Google Earth Engine

GC43K-1440 - Towards Accurate, In-Season, Crop Type Monitoring i Using Sentinel-1 SAR and Machine Learning

#1440 | Thursday, 14 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Fidel Maureira1, Juliana Hanle1, Ames Fowler2, Natalia Rumazo3 and Bruno Basso4, (1)Michigan State University, East Lansing, MI, United States, (2)Michigan State University, Earth and Environmental Sciences, East Lansing, United States, (3)FAO, Quito, Ecuador, (4)Michigan State University, Department of Earth and Environmental Sciences, East Lansing, United States

Relevant tools/programs: Google Cloud

GC43L-1442 - A high-resolution map of the upper range limit of high-elevation trees across the Himalayas

#1442 | Thursday, 14 December 2023 14:10 - 18:30 CST (20:10 - 00:30 UTC)

Xiaoyi Wang1, Tao Wang1, Jinfeng Xu1,2