Automatic Digitization of JMA Strong‐Motion Seismograms Recorded on Smoked Paper: An Attempt Using Deep Learning

M Furumura, Y Ogawa… - Seismological …, 2023 - pubs.geoscienceworld.org
Using deep learning, an attempt was made to automatically digitize waveforms in scanned
Japan Meteorological Agency (JMA) analog seismograms of strong‐motion seismographs …

[HTML][HTML] Computer Vision Algorithms of DigitSeis for Building a Vectorised Dataset of Historical Seismograms from the Archive of Royal Observatory of Belgium

P Lemenkova, R De Plaen, T Lecocq, O Debeir - Sensors, 2022 - mdpi.com
Archived seismograms recorded in the 20th century present a valuable source of information
for monitoring earthquake activity. However, old data, which are only available as scanned …

Seismology with dark data: Image‐based processing of analog records using machine learning for the Rangely earthquake control experiment

K Wang, WL Ellsworth, GC Beroza… - Seismological …, 2019 - pubs.geoscienceworld.org
Before the digital era, seismograms were recorded in analog form and read manually by
analysts. The digital era represents only about 25% of the total time span of instrumental …

Re‐examination of the 1928 Parral, Mexico earthquake (M6. 3) using a new multiplatform graphical vectorization and correction software for legacy seismic data

RD Corona‐Fernández… - Geoscience Data Journal, 2023 - Wiley Online Library
Modern analysis of earthquakes depends on digital time series; however, only about 30% of
the timespan of recorded seismicity is available in digital format. During the first half of the …

DevelNet: Earthquake detection on Develocorder films with deep learning: Application to the Rangely earthquake control experiment

K Wang, W Ellsworth, GC Beroza… - Seismological …, 2022 - pubs.geoscienceworld.org
There exists over a century of instrumental seismic data; however, most seismograms
recorded before the 1980s are only available in analog form. Although analog seismograms …

A Novel Approach to Automatically Digitize Analog Seismograms

M Wang, F Yang, X Liao, B Wang… - Seismological …, 2025 - pubs.geoscienceworld.org
A Novel Approach to Automatically Digitize Analog Seismograms Page 1 A Novel Approach to
Automatically Digitize Analog Seismograms Maofa Wang*1,2 , Fengshan Yang1 , Xin Liao3 …

Development of quick digital field recording and mapping method of geological objects for hydraulic engineering

W Zhao, S Han, Y Chen, Y Gao, M Liu - Applied Sciences, 2021 - mdpi.com
During the fieldwork of hydraulic engineering, practical engineers normally document
geological information manually. Although there are some GIS-based digital tools for …

深層学習を利用した気象庁強震計の煤書地震記象紙の波形自動読取り―1940 年神威岬沖地震の記録読取り―

古村美津子, 松浦律子 - 日本地震工学会論文集, 2024 - jstage.jst.go.jp
抄録 Furumura et al.(2023) は気象庁強震計の煤書地震記象紙から波形を自動読取りする
Convolutional Neural Network モデルを構築した. ここではこの CNN モデルの実用性を確認する …