Journal of Cultural Heritage

ImageMG: The Image Dataset with Religious Buildings from the State of Minas Gerais (Brazil) for Cultural Heritage Classification using Deep Learning. The ImageMG contains 6,449 images collected from 94 religious buildings in 19 historic towns from state of Minas Gerais (MG): Carmo do Cajuru, Conceição do Pará, Datas, Diamantina, Itabirito, Itapecerica, Itaúna, Lagoa Dourada, Mariana, Mateus Leme, Oliveira, Onça do Pitangui, Ouro Branco, Ouro Preto, Pitangui, São Brás do Suaçuí, São João del-Rei, Serro, and Tiradentes. The classes addressed (fronton, church, window, door, and tower) for the deep learning detection process reflect the characteristics of religious monuments built in Brazil during the 18th and 19th centuries in the Baroque and Rococo styles. ImageMG represents an advancement compared to another recently presented dataset: $ ImageOP - https://data.mendeley.com/datasets/hdz96zts8j/1 ImageOP contains 1,613 images of 32 religious buildings from the Historic Town of Ouro Preto, considered the first Brazilian World Heritage Site by UNESCO. In this sense, ImageMG incorporates the images from ImageOP by adding 62 more buildings, 18 historic cities, and 5,036 images. The ImageMG dataset was divided into three image subsets according to the experimental stage evaluated (train, validation, and test). # In the training stage (ImageMG-train), 4,344 images of 72 cultural heritage buildings from 15 historic towns were used. # Additionally, in the validation phase (ImageMG-val), 836 images from two important Brazilian historic cities, Mariana and Pitangui, were adopted. # Finally, for the test experiments, 1,269 images of 13 religious buildings were collected. It is noteworthy that in the test phase, two cities from the state of Minas Gerais, significant for Brazilian Baroque, were selected: Diamantina and Serro. The Historic Centre of the Town of Diamantina is a World Heritage Site recognized by UNESCO. Moreover, the historic town of Serro is a relevant Brazilian architectural complex listed by the National Institute of Historical and Artistic Heritage. (Instituto do Patrimônio Histórico e Artístico Nacional – IPHAN) since 1938.

Results of the application of a semi-quantitative flood risk assessment framework to immovable cultural heritage assets in mainland Portugal.

The results of NM-PCI method applied on the analysed pebbles (supplementary material). Abbreviations: h = homogeneous; sh = shaded; m = mottled; sp = spotted; l = laminated; b = banded; st = streaked; c = conchoidal; s = subconchoidal; u = uneven; ND = non determined; Rad = radiolarians; Spi = sponge spiculae; For = foraminifers; FeOx = iron oxides; Org = organic matter. This dataset is cited in the text as Table 3.

Supplementary material S1: Deterioration patterns in elements of Ançã stone, in the Queluz gardens. S2: Main portal of Loulé church and details of intense scaling. S3: Limestone elements with scaling and deep cracking network in the main portal of Loulé church. S4: Santa Cruz church, Coimbra, Portugal, in 1997, before the intervention. S5 – Aspects of the intense spalling, scaling and deep fractures in limestone blocks of Porta Especiosa (Old Cathedral of Coimbra).

Data used for the paper entitled: "Rapid tools for assessing Building Heritage’s seismic vulnerability: a preliminary reliability analysis". Vulnerability assessment of structural units according to Lagormasino and Giovinazzi 2006 and Ferreira Vicente Varum 2010 are provided. Aggregate buildings vulnerability according to the Mazzotti 2008 (SISMA) methods are provided. Finally, Lagormasino and Giovinazzi 2006-based aggregate buildings vulnerability assessment methods according to Section 3.4 of the paper are offered, by including correlations with Mazzotti 2008.

The dataset and the examples of R scripts used for the paper.

DRIFT reference spectra of 10 synthetic organic pigments. PR1: Para red, pure (Acros Organics) PR3: Toluidinrot rein T 10004 (Farbwerke Franz Rasquin AG) PR4: Permanentrot SG3H (Kali-Chemie AG Berlin) PR6: Permanentrot hell (Kremer) PO5: Permanentrot 2 G extra (G. Siegle & Co. GmbH) PR83: Alizarin Krapplack dunkel (Schmincke) PG1: Fanal Grün D 8330 (BASF) PV2: Fanalviolett D 5460 (BASF) PY12: Permanentgelb DHG (Hoechst) PY3: Echtgelb rein R 10 G (Farbwerke Franz Rasquin AG)

Tables 1 to 6 of the paper Date-palm (Phoenix, Arecaceae) iconography in coins from the Mediterranean and West Asia (485 BC-1189 AD) and supplementary reference for data included in tables

Materials and methods used for the analyses described in the article "Adhesives used in paper conservation: chemical stability and fungal bioreceptivity" and presentation of DSC and ATR-FTIR results.

These is our reasearch data measured fromm resin samples