// publications & artifacts
Peer-reviewed papers, open datasets, and conference talks — every record links to the source, with its DOI.
156,001
annotated bark images
A large annotated bark-image benchmark that lets models identify tree species from bark alone — no leaves, flowers, or fruit needed in the field.
5.2 GB
open field imagery
Single RGB images for estimating tree diameter at breast height, with a hand on the stem as scale — no stereo or LiDAR.
285
phone models · 15 makers
Raw GNSS captures from Android phones in real-world conditions, measuring how positioning quality varies across devices.
// talks & workshops
FLARE Conference 2024 · University of Notre Dame
Presented CommFor, the community forest-governance data platform behind Van Saathi
OGC Stack Winter School 2024 · IIIT Hyderabad
Attended hands-on training on Open Geospatial Consortium standards and the open geospatial stack