Validating predictions of burial mounds with field data: the promise and reality of machine learning

A Sobotkova, RD Kristensen-McLachlan… - Journal of …, 2024 - emerald.com
Purpose This paper provides practical advice for archaeologists and heritage specialists
wishing to use ML approaches to identify archaeological features in high-resolution satellite …

Creating large, high-quality geospatial datasets from historical maps using novice volunteers

A Sobotkova, SA Ross, C Nassif-Haynes… - Applied …, 2023 - Elsevier
Unlocking data from historical maps for landscape analysis is costly. Automatic extraction
using Machine Learning (ML) requires extensive preparation and expertise. Crowdsourcing …

Deploying an offline, multi-user, mobile system for digital recording in the Perachora Peninsula, Greece

A Sobotkova, SA Ross, P Hermankova… - Journal of Field …, 2021 - Taylor & Francis
This article discusses the deployment of mobile data capture software developed by the
Field Acquired Information Management Systems project (FAIMS Mobile) to document …

Classification and application of digital technologies in landscape heritage protection

R Zhang, C Zhang - Land, 2022 - mdpi.com
The application of digital technology in the field of landscape architecture heritage protection
is becoming more and more mature and complex. How to select and apply technology for …

Emergent Archaeological Realities and Reusable Datasets

A Sobotkova, P Hermankova - Digital Heritage and Archaeology …, 2022 - books.google.com
Data collection is fundamental to field research, from archaeology to environmental science.
Data services for storage and sharing have long existed (eg, ADS, tDAR, OpenContext), but …

[HTML][HTML] Field Observations of Burial Mounds from the Soviet Military Topographic Maps for the Yambol Province, SE Bulgaria

A Sobotkova, T Valchev - Journal of …, 2024 - openarchaeologydata.metajnl.com
Burial mounds are a ubiquitous feature of the Bulgarian landscape, estimated at some
20,000 today [1]. One of the largest non-destructive efforts to document the outstanding …

[PDF][PDF] Assessing Burial Mound Intervisibility and Prominence at Regional Scale

A Sobotkova - 2024 - ceur-ws.org
Visibility and intervisibility have been important aspects of spatial analysis in landscape
archaeological studies, but remain hampered by computational intensity, small-scale study …

THE PERACHORA PENINSULA ARCHAEOLOGICAL PROJECT THE 2020 SURVEY

S Lupack, SA Ross, A Sobotkova, P Hermankova… - Mediterranean …, 2021 - JSTOR
The first field season of the Perachora Peninsula Archaeological Project, conducted January-
February 2020, focused on the settlement above the Sanctuary of Hera in the Upper Plain …

[PDF][PDF] Big Data in Archaeology

A Hein - 2021 - academia.edu
Greece'is a biennial meeting with focus on research in the Eastern Mediterranean Region.
After the previous conferences in Rethymno (2014), Athens (2016) and Limassol (2018) the …