Citizen science in environmental and ecological sciences
Citizen science is an increasingly acknowledged approach applied in many scientific
domains, and particularly within the environmental and ecological sciences, in which non …
domains, and particularly within the environmental and ecological sciences, in which non …
Documentation of archaeology-specific workflow for airborne LiDAR data processing
E Lozić, B Štular - Geosciences, 2021 - mdpi.com
Airborne LiDAR is a widely accepted tool for archaeological prospection. Over the last
decade an archaeology-specific data processing workflow has been evolving, ranging from …
decade an archaeology-specific data processing workflow has been evolving, ranging from …
[HTML][HTML] Automated mapping of cultural heritage in Norway from airborne lidar data using faster R-CNN
ØD Trier, JH Reksten, K Løseth - … Journal of Applied Earth Observation and …, 2021 - Elsevier
The existing cultural heritage mapping in Norway is incomplete. Some selected areas are
mapped well, while the majority of areas only contain chance discoveries, often with bad …
mapped well, while the majority of areas only contain chance discoveries, often with bad …
A modified Mask region‐based convolutional neural network approach for the automated detection of archaeological sites on high‐resolution light detection and …
Due to complicated backgrounds and unclear target orientation, automated object detection
is difficult in the field of archaeology. Most of the current convolutional neural network (CNN) …
is difficult in the field of archaeology. Most of the current convolutional neural network (CNN) …
Global-scale archaeological prospection using CORONA satellite imagery: Automated, crowd-sourced, and expert-led approaches
J Casana - Journal of Field Archaeology, 2020 - Taylor & Francis
Declassified CORONA satellite imagery, collected from 1960–1972 as part of the world's first
intelligence satellite program, provides nearly global, high-resolution, stereo imagery that …
intelligence satellite program, provides nearly global, high-resolution, stereo imagery that …
Deep learning in archaeological remote sensing: Automated qanat detection in the Kurdistan region of Iraq
In this paper, we report the results of our work on automated detection of qanat shafts on the
Cold War-era CORONA Satellite Imagery. The increasing quantity of air and space-borne …
Cold War-era CORONA Satellite Imagery. The increasing quantity of air and space-borne …
Deep learning to detect built cultural heritage from satellite imagery.-Spatial distribution and size of vernacular houses in Sumba, Indonesia
Abstract In Sumba Island–Indonesia, the implantation of vernacular houses, inside and
outside traditional villages, is considered to be an efficient proxy for the on-going complex …
outside traditional villages, is considered to be an efficient proxy for the on-going complex …
Combining deep learning and location-based ranking for large-scale archaeological prospection of LiDAR data from the Netherlands
WB Verschoof-van der Vaart, K Lambers… - … International Journal of …, 2020 - mdpi.com
This paper presents WODAN2. 0, a workflow using Deep Learning for the automated
detection of multiple archaeological object classes in LiDAR data from the Netherlands …
detection of multiple archaeological object classes in LiDAR data from the Netherlands …
[HTML][HTML] ART-RISK 3.0 a fuzzy—based platform that combine GIS and expert assessments for conservation strategies in cultural heritage
Heritage preservation poses numerous difficulties, especially in emergency situations or
during budget cuts. In these contexts, having tools that facilitate efficient and rapid …
during budget cuts. In these contexts, having tools that facilitate efficient and rapid …
[HTML][HTML] Deep learning reveals extent of Archaic Native American shell-ring building practices
Abstract In the mid-Holocene (5000-3000 cal BP), Native American groups constructed shell
rings, a type of circular midden, in coastal areas of the American Southeast. These deposits …
rings, a type of circular midden, in coastal areas of the American Southeast. These deposits …