AGU Research
Search
Filters
Clear All
Improving Global Agricultural Water Management with Satellite and AI-based Insights
2024 NEW GENERATION OF SCIENTISTS II
union sessions | 12 december 2024
Anna Boser, Kelly K. Caylor, Ashley Larsen, Madele...
Efficient agricultural water management is essential for sustainable food production, as agriculture uses 70% of global water and water scarcity is wo...
View Abstract
Analyzing the sustainability and climate resilience of rapidly expanding center pivot Irrigation in Sub-Saharan Africa using remote sensing
WATER, AGRICULTURE, AND CONSERVATION: SUSTAINING AGRICULTURAL PRODUCTION AND HEALTHY WATERSHEDS II POSTER
hydrology | 12 december 2024
Anna Boser, Emily Miller, JASON PEREZ, Kelly K. Ca...
Previous research indicates that sustainable irrigation expansion in Sub-Saharan Africa holds significant promise for enhancing food security, economi...
View Abstract
Rescuing Historical Water Data–Machine Learning for Data Digitization of the U.S. Geological Survey Archives
ACCELERATING THE MODEL-EXPERIMENT CYCLE USING ARTIFICIAL INTELLIGENCE AND ADVANCED TECHNOLOGIES II POSTER
informatics | 10 december 2024
Annette E. Hilton, Anna Boser, Yibo Liang, Luma Br...
Between 1879-1980, hundreds of reports containing measurements of precipitation, stream discharge, and groundwater well levels were published by the U...
View Abstract
Field-scale crop water consumption estimates reveal potential water savings in California agriculture
POSTER SESSION I
14 february 2024
Anna Boser, Kelly K. Caylor, Ashley Larsen, Madele...
Efficiently managing agricultural irrigation is vital for food security today and into the future under climate change. Yet, evaluating agriculture’s ...
View Abstract
Mapping and monitoring center pivot irrigation in data-poor settings
REMOTE SENSING FOR SUSTAINABLE AGRICULTURE I ORAL
global environmental change | 14 december 2023
JASON PEREZ, Yang Hu, Anna Boser, Kelly K. Caylor
While the low 5% rate of irrigation in Sub-Saharan Africa leaves agriculture vulnerable to climate change induced disruptions in rainfall patterns, th...
View Abstract
Stagg: An R Package for Spatiotemporal Aggregation of ERA5 Climate Data
CONNECTING CAUSE AND EFFECT IN ANALYSES OF COUPLED HUMAN AND GEOPHYSICAL SYSTEMS: THE EARLY TO MODERN ANTHROPOCENE III POSTER
global environmental change | 15 december 2022
Sara Orofino, Tyler Liddell, Anna Boser, Tamma Car...
Spatiotemporal climate data is critical to interdisciplinary research on interactions between human and climate systems. However, it must be properly ...
View Abstract
Estimating agricultural water consumption and irrigation efficiency in California using machine learning and remote sensing
USING REMOTE SENSING TO IMPROVE WATER MANAGEMENT I ORAL
hydrology | 13 december 2022
Anna Boser, Tamma Carleton, Ashley Larsen, Madelei...
Irrigation is responsible for 70% of water diversions globally, affecting water resources, food security, and natural ecosystems. While it is possible...
View Abstract
Super-resolution of Land Surface Temperature Using Deep Learning
ADVANCES IN MACHINE LEARNING FOR EARTH SCIENCE: OBSERVATION, MODELING, AND APPLICATIONS VI POSTER
hydrology | 13 december 2022
Anna Boser, RYAN R. STOFER, Kelly K. Caylor
Land surface temperature (LST), or the temperature of the earths surface, is a key variable in studies spanning from heat exposure in public health an...
View Abstract