Integrating Remote Sensing, Machine Learning, and Citizen Science in Dutch Archaeological Prospection

• Cutting Through the Green: A Case for Grassland Archaeology Using UAV Multispectral Data

  2025 Archaeological Prospection article Earth and Planetary Sciences Archaeological Research and Protection Open access

  0

  citations
• Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects

  2025 PeerJ article Computer Science Research Data Management Practices Open access

  3

  citations
• Assessing the quality of citizen science in archaeological remote sensing: results from the Heritage Quest project in the Netherlands

  2024 Antiquity article Earth and Planetary Sciences Archaeological Research and Protection Open access

  4

  citations
• Convolutional Neural Networks and Their Activations: An Exploratory Case Study on Mounded Settlements

  2024 Journal of Computer Applications in Archaeology article Earth and Planetary Sciences Archaeological Research and Protection Open access

  3

  citations
• Field systems and later prehistoric land use: New insights into land use detectability and palaeodemography in the Netherlands through LiDAR, automatic detection and traditional field data

  2022 Archaeological Prospection article Earth and Planetary Sciences Archaeological Research and Protection Open access

  8

  citations
• Automated large‐scale mapping and analysis of relict charcoal hearths in Connecticut (USA) using a Deep Learning YOLOv4 framework

  2022 Archaeological Prospection article Earth and Planetary Sciences Archaeological Research and Protection Open access

  22

  citations
• Citizen science in environmental and ecological sciences

  2022 Nature Reviews Methods Primers review Computer Science Research Data Management Practices Open access

  481

  citations
• Deep Learning for Archaeological Object Detection on LiDAR: New Evaluation Measures and Insights

  2022 Remote Sensing article Earth and Planetary Sciences Archaeological Research and Protection Open access

  43

  citations
• Applying automated object detection in archaeological practice: A case study from the southern Netherlands

  2021 Archaeological Prospection article Earth and Planetary Sciences Archaeological Research and Protection Open access

  40

  citations
• Implementing State-of-the-Art Deep Learning Approaches for Archaeological Object Detection in Remotely-Sensed Data: The Results of Cross-Domain Collaboration

  2021 Journal of Computer Applications in Archaeology article Earth and Planetary Sciences Archaeological Research and Protection Open access

  26

  citations
• Using CarcassonNet to automatically detect and trace hollow roads in LiDAR data from the Netherlands

  2020 Journal of Cultural Heritage article Earth and Planetary Sciences Archaeological Research and Protection Open access

  31

  citations
• Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands

  2020 ISPRS International Journal of Geo-Information article Earth and Planetary Sciences Archaeological Research and Protection Open access

  68

  citations

12 results