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Structuring Resources for a Database of Balkan Criminality in the Long Nineteenth Century Cover

Structuring Resources for a Database of Balkan Criminality in the Long Nineteenth Century

Open Access
|Mar 2026

Figures & Tables

Table 1

Data model.

FILE NAMETOPONYM CLASSREFERENTIAL FRAMEPRIMARY SOURCE ABBREVIATIONPREPROCESSING TASKSSOURCE TYPEDATAPOINTS NUMBEREXTRACTION TYPE
FINAL_romane haiducesti Romania.csvGeneral ToponymsliteraryHAI-ROdigital data519Automatic with query & filtering
FINAL_localitati department criminalicesc Moldova.csvCrime ToponymsfactualDCMscanning; OCRtext309Manual
FINAL_calatori straini Romania.csvCrime ToponymsfactualCălători_străiniscanning; OCRtext103AI-assisted & filtering
FINAL_calatori straini Romania_rivers_disambiguation_gold sites.csvCrime ToponymsfactualExtragere_aurscanning; OCRtext71AI-assisted & filtering
FINAL_localitati dictionar geografic Romania.csvDwelling ToponymsfactualMDGRscanning; OCRtext26Manual
FINAL_tezaure monetare austriece harta Jantovanu.csv; FINAL_tezaure monetare harta Jantovanu.csv; FINAL_tezaure monetare otomane harta Jantovan.csv; FINAL_tezaure monetare rusesti harta Jantovanu.csv; FINAL_tezaure monetare Sadagura harta Jantovanu.csvMoney-Hoarding ToponymsMoneda_Moldovascanningmap72;
103;
122;
79;
24
Manual
FINAL_hanuri harta 1820 Romania.csvInn Toponymsfactualmosaic-piecing, digital reconstructionmap18Manual
FINAL_poste harta 1820.csvPost Stations Toponymsfactualmosaic-piecing, digital reconstructionmap196Manual
FINAL_paduri_moldova.csvWood/Forest ToponymsfactualTTMscanning, OCRtext909Manual
FINAL_paduri_muntenia.csvWood/Forest ToponymsfactualDTRMscanning, OCRtext2,968Manual
FINAL_paduri_oltenia.csvWood/Forest ToponymsfactualDTROscanning, OCRtext871Manual
FINAL_paduri_transilvania.csvWood/Forest ToponymsfactualTTRTscanning, OCRtext477Manual
FINAL_romania main cities.csvCity ToponymsfactualOSMdigital data63Automatic with query
Figure 1

Flowchart: from primary sources to QGIS integration.

Table 2

Transliteration challenges.

CHALLENGEORIGINAL FORM (CYRILLIC)TRANSLITERATION(LATIN)CURRENTLY ROMANIAN TOPONYM
Imprecise rendering in CyrillicПотлилоиPotliloiPodu Iloaiei
Rendering in Cyrillic of Hungarian namesМарошъ ВашаргелиMaroș VașargheliTârgu-Mureș
Rendering in Cyrillic of German namesЕлизабетштадъElizabetștadDumbrăveni
Incompatibility between Cyrillic/Russian naming and current toponymПуцениPuţeniValea Mărului
ФелВинцъFelVinţ (in Hungarian Felvinc)Unirea (named “Vinţu de Sus” until 1970)
ПискельдъPischeld (in Hungarian Piskolt; in German Pischkolt)Pişcolţ
Places named with an initial capital letterK.KiskapusCopșa Mică
K.Unidentified placeOn the road between Târgu-Mureș and Sighișoara
Unidentified placesИллюзаIlliuzaOn the road to Bistrița, on the river Tiha Bârgăului
Changed roads and routesThe old route = Bucureşti – Copăceni – Pietrele – Giurgiu (~ 84 km on the Russian Map of 1820);
Current route = Bucureşti – Călugăreni – Uzunu – Daia – Giurgiu (64 km on OSM)
Figure 2

Visual Representation of Dataset as Overlapped Layers (1820 Russian Map as Base Layer).

Figure 3

Buffer Analyses of Criminality Hotspots in the Romanian Principalities.

DOI: https://doi.org/10.5334/johd.515 | Journal eISSN: 2059-481X
Language: English
Submitted on: Jan 30, 2026
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Accepted on: Mar 3, 2026
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Published on: Mar 23, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Roxana Patraș, Constantin Răchită, Mihai-Bogdan Atanasiu, Ana Odochiciuc, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.