2025
"Vision Foundation Models in Remote Sensing: A Survey"
Lu, Siqi, Junlin Guo, James R. Zimmer-Dauphinee, Jordan M. Nieusma, Xiao Wang, Parker vanValkenburgh, Steven A. Wernke, and Yuankai Huo
IEEE Geoscience and Remote Sensing Magazine, Online first: 2–27.
2024
"Semantic Segmentation and Classification of Active and Abandoned Agricultural Fields through Deep Learning in the Southern Peruvian Andes"
James Zimmer-Dauphinee, Steven A. Wernke
Remote Sensing 16(19):3546.
"Imágenes aéreas sistemáticas y documentación del sitio arqueológico de Huari: Una actualización y perspectivas para el futuro"
Justin Jennings, Steven A. Wernke, Stephen Berquist, Felipe Gonzalez Macqueen, Natalie Robbins, Giles Spence-Morrow, James Zimmer-Dauphinee
Chungará 56(1):23-44.
2023
"Large-Scale, Collaborative Imagery Survey in Archaeology: The Geospatial Platform for Andean Culture, History, and Archaeology (GeoPACHA)"
Steven A. Wernke, Parker VanValkenburgh, James Zimmer-Dauphinee, et al.
Antiquity
"A New View of Hillforts in the Andes"
Arkush, Elizabeth, et al.
Antiquity
"Late Pre-Hispanic Fog Oasis Settlements and Long-Term Human Occupation on the Peruvian Central Coast from Satellite Imagery"
Marcone, Giancarlo, et al.
Antiquity
"Augmenting Field Data with Archaeological Imagery Survey: Mapping Hilltop Fortifications on the North Coast of Peru"
Morrow, Giles Spence, et al.
Antiquity
"Managing Pastoral Landscapes: Remote Survey of Herding Infrastructure in Huancavelica, Peru"
Whitlock, Bethany, et al.
Antiquity
"Eyes of the Machine: AI-Assisted Satellite Archaeological Survey in the Andes"
Zimmer-Dauphinee, James, et al.
Antiquity
"Semi-Supervised Contrastive Learning for Remote Sensing: Identifying Ancient Urbanization in the South-Central Andes"
Jiachen Xu, Junlin Guo, et al.
International Journal of Remote Sensing 44(6):1922-1938.
2021
"Linking Past and Present Land-use Histories in Southern Amazonas, Peru"
Daniel Plekhov, Parker VanValkenburgh, et al.
Remote Sensing 13(12):2274-2293.
2020
"Interregional Archaeology in the Age of Big Data: Building Online Collaborative Platforms for Virtual Survey in the Andes"
Steven A. Wernke, Parker VanValkenburgh, and Akira Saito
Journal of Field Archaeology 45(S1):61-74.