During my PhD, I developed the following apps, which are now housed in Aaron Smith's website.
During my PhD, I developed the following apps, which are now housed in Aaron Smith's website.
PRISM Climate Group at Oregon State University processes data from weather monitors to produce freely available data at the 4km resolution. We downloaded those data and aggregated them temporally and spatially into datasets we hope are useful for researchers and others curious about the weather.
USDA uses satellite imagery to map the crop planted on each 30mx30m pixel in the lower 48 states. Use this app to view the data, including side-by-side views to compare across years.
USDA's Risk Management Agency publishes annual spreadsheets containing data on the federal crop insurance program by county and commodity. This app makes those data viewable and downloadable from your browser.
California county agricultural commissioners produce annual spreadsheets on acreage and production by county and commodity. For 10 major commodities, this app makes those data viewable and downloadable from your browser
The app visualizes monthly cropland-weighted county-level data from PRISM weather data by zip code, county, or state.
R code for obtaining widely used data on agriculture, transportation, and trade. We use APIs, so they are particularly useful for those who want to keep data frequently updated.