Member Since 2012
Kyle Frankel Davis
Assistant Professor, University of Delaware
AGU Research
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Machine Learning for Cassava/Maize Intercropping Mapping in Nigeria
MACHINE LEARNING AND DEEP LEARNING FOR SUSTAINABLE AGRICULTURE II POSTER
global environmental change | 14 december 2023
Hanan Abou Ali, Bhoktear Khan, Catherine L. Nakale...
Advances in image processing and machine learning algorithms present powerful tools for informing sustainable agriculture, understanding farmland chan...
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Identifying Patterns of Smallholder Field Size Change in Sub-Saharan Africa Using Machine Learning
MACHINE LEARNING AND DEEP LEARNING FOR SUSTAINABLE AGRICULTURE II POSTER
global environmental change | 14 december 2023
Kevin Oluoch, Kyle F. Davis
Smallholder farms are changing in size and patterning across Sub-Saharan Africa. Spatially detailed information on field sizes and size changes is ess...
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Inter-sectoral dependencies of the global land rush and implications for household health and livelihoods
MULTISECTOR DYNAMICS: ENERGY-WATER-LAND INTERACTIONS AT MULTIPLE SCALES I ORAL
global environmental change | 13 december 2023
Marc Muller, Leonardo Bertassello, Kyle F. Davis, ...
The last two decades have seen a fast escalation in transnational land investments due growing demands for food, water, and energy. This global land r...
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Optimizing cropland conservation payments to minimize nitrogen surplus in the Mississippi River Basin
WATER AND SOCIETY: WATER RESOURCES MANAGEMENT AND POLICY IN A CHANGING WORLD IV ORAL
hydrology | 13 december 2023
Endalkachew Abebe Kebede, Aaron Hrozencik, Landon ...
The Conservation Reserve Program (CRP) is one of the worlds largest ecosystem services programs which pays rural landowners to convert environmentally...
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Assessing the global state of food production data scarcity
EARTH SCIENCE AND OBSERVATIONS FOR ADVANCING THE IMPLEMENTATION OF SUSTAINABLE DEVELOPMENT GOALS I ELIGHTNING
global environmental change | 13 december 2023
Kyle F. Davis, Endalkachew Abebe Kebede, Hanan Abo...
Sustainable, reliable, adequate, and nutritious food production is fundamental to achieving multiple UN Sustainable Development Goals. Yet food produc...
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Mapping smallholder tree crops in Côte d’Ivoire and Nigeria with spatiotemporal transferable domain adversarial deep learning
APPLICATIONS OF MACHINE LEARNING AND DEEP LEARNING TO ADDRESS ENVIRONMENTAL CHALLENGES AND SUSTAINABLE DEVELOPMENT GOALS I POSTER
global environmental change | 12 december 2023
Leikun Yin, Rahul Ghosh, Hanan Abou Ali, David Hal...
Tree crops play an important role in improving the livelihoods and diversifying the income avenues of smallholder farmers beyond the sole reliance on ...
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Propagation of Production Shocks through Domestic and International Food Supply Chains
AGRIFOOD SUPPLY CHAIN RESILIENCE AND SUSTAINABILITY WITH A FOCUS ON HUMAN IMPACTS ON FOREST ECOSYSTEMS II POSTER
global environmental change | 12 december 2023
Dongyang Wei, Jessica Gephart, Shauna Downs, Kyle ...
Shocks (i.e., sudden and unexpected drops) in food production are becoming more frequent, affecting the availability, accessibility, and stability of ...
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A global open-source dataset of monthly irrigated and rainfed cropped areas (MIRCA-OS) for the 21st century
ADVANCING HYDROLOGIC MODELING AND PREDICTION USING LARGE-DOMAIN METEOROLOGICAL AND HYDROLOGIC DATASETS IV POSTER
hydrology | 12 december 2023
Endalkachew Abebe Kebede, Kevin Oluoch, Sarah Hart...
Irrigated croplands contribute disproportionately to the global food supply, producing 40% of the worlds food while occupying only 24% of harvested ar...
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