Landslide Susceptibility in Santa Barbara County
Python
Landslide
Logistic Regression
Santa Barbara
An interactive map displaying calculated landslide risk in Santa Barbara
Ryan Green
I’m an environmental data scientist based in Santa Barbara, California, with a background in geography and anthropology. I use Python, R, and geospatial data to study natural hazards and the human past, from machine learning on remotely sensed imagery to spatial models of landslide susceptibility and archaeological site location.
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Projects
No matching items
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Education
University of California, Santa Barbara
Bren School of Environmental Science & Management
Master of Environmental Data Science. Capstone: “Remote Sensing of Brush Clearance to Enhance Wildfire Preparedness”.
Coursework: Python, R, Geospatial Analysis, Statistics, Data Visualization, Machine Learning, Climate Modeling
R Python Machine Learning Data Management and Visualization
ArcGIS Pro Training Course
Cal State Polytechnic University, Pomona
Training course in ArcGIS Pro, completed in Santa Barbara, CA.
Map Layouts and Symbology Feature Editing Attribute Queries Table and Spatial Joins Buffer Analysis
Sonoma State University
Geography and Anthropology
Thesis: “Observing Occupational Patterns Across a Prehistoric Archaeological Site Using Methods of Soil Analysis”.
Coursework: Physical Geography, Geomorphology, Earth Systems, Archaeology, Ancient History
Physical Geography Earth Systems Archaeology World History
University of Ghana, Legon
Anthropology and Archaeological Field Methods
Year abroad focused on anthropology and archaeological field methods.
Coursework: Archaeological Field Methods, Museum Science, Geography of Africa, Ancient African History
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Experience
Program Operations Associate
Direct Relief, Santa Barbara, CA
Primary point of contact with healthcare organizations mainly in Haiti, Sierra Leone, and Malawi. Facilitated 60+ international medical supply deployments, from initial partner inquiry through delivery. Built and managed partner inventory and shipments in SAP, coordinating fulfillment with the logistics team and keeping partner records and reporting current.
Rooms Supervisor
Palihouse Santa Barbara, Santa Barbara, CA
Coordinated front office, housekeeping, and engineering operations while delivering daily guest service. Stepped into General Manager responsibilities as needed to keep operations running through transitions and absences.
Archaeological Field Crew
Gonja Project, University of Ghana and University of Geneva
Produced stratigraphy and feature maps during the project’s fourth field season and contributed to the annual field publication.
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Skills
Coding
Python R SQL Git/GitHub sklearn
Geospatial and Remote Sensing
Xarray Rioxarray Rasterio GeoPandas ArcGIS Pro Sentinel-2 Planet imagery NDVI Raster and vector analysis
Data
Data cleaning and validation Statistical modeling Data visualization Code documentation
Systems and Workplace
SAP Microsoft Office Customer service Program coordination Project management