Franz Manni’s research while affiliated with Natuurhistorisch Museum - Rotterdam and other places

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Publications (46)


Provincial map and distribution of co-official languages. Provincial map of the national Spanish territory. It shows the distribution of each co-official language and the identifying number of each province, which will be referenced going forward.
SOM matrix
Each cell is a gradient map of Spain, representing the geographic distribution of the corresponding group of surnames.
% of subjects with surnames original to each province found outside it.
Principal component analysis
The circles correspond to the populations where the movements started out from. Triangles represent distances.
Direction and sense of the migrational movements
A–C Principal Component Analysis of the short-distance movements (less than 200 km). The circles represent the origins of the movements; the triangles represent destinations (A short-distance movements (less than 200 Km); B medium-distance movements (between 200 and 600 Km); C longer-distance movements (more than 600 Km); D Summary map of the main destinations of each type of movement.

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A new approach to historical migratory movements based on surnames: the case of Spain
  • Article
  • Full-text available

November 2024

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19 Reads

Humanities and Social Sciences Communications

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Franz Manni

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A data mining technique called Self-Organized Maps (SOM) was used to select the surnames with populational information (monophyletic) to be used in the reconstruction of past demographic processes, in order to show the historical population migrations that have generated the current structure of the Spanish population. The technique made possible to identify groups of surnames with the same origin. Once the origin of each surname has been established, we can assume that each surname found outside its origin would have moved, at some point in the past, out of that original area, which allows to study historical movements. The observed movements reveal the existence of two main migratory arcs. Both migrations have moved along the coast; the first following the Mediterranean and the second following the Cantabrian Sea. It appears that these two arcs are those that have provided the backbone of the Spanish population, dividing it into two halves that would reach the limits of areas of influence of these arcs. Several types of movement have taken place (Isolation due to distance, Short-distance movements, Medium-distance movements, Long-distance movements). Those of short-medium distance have been the most frequent and most determinant in the current structure.

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Linguistic Diversity and Human Migrations in Gabon

September 2021

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93 Reads

Gabon is an African country located very close to the homeland of Bantu languages (Cameroon). Starting about 5,000 years ago, Bantu-speaking populations diffused into almost all sub-Saharan Africa. By processing with computational linguistic methods (Levenshtein distance) two independently collected lexical data sets recording the pronunciation of 88 and 158 words in more than 50 linguistic varieties spoken in Gabon, we obtained a numerical classification of the major linguistic groups. We compared this classification to those available based on historical linguistics methods (cognate-sharing defined by experts), and found them to overlap, which indicates that the two methods capture the same signal of linguistic difference (and relatedness). To focus on the historical relatedness between major linguistic clusters, we controlled for the linguistic similarity related to contact, proportional to geographic vicinity, and suggested that the first Bantu-speaking groups to people Gabon where those speaking KOTA-KELE (B20) languages. The other varieties concern five different immigration waves (B10, B30, B40, B50-B60-B70—Guthrie nomenclature) that penetrated Gabon later in history. To conclude, we suggest a peopling scenario that incorporates available paleoclimatic, archaeological, and population genetic evidence.


Human Migration: Biocultural Perspectives

September 2021

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171 Reads

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3 Citations

María de Lourdes Muñoz-Moreno

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Mark Stoneking

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[...]

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Igor Mokrousov

Studies are shown on many aspects of migration, population development, human genetics, archaeology, anthropology, biology, linguistics, and a broad range of genomic studies on migration and cultural and social structures in the past and present. Human migration started in Africa spread to Asia and other regions of our globe and was assessed by studies on ancient and contemporary mtDNA sequencing distributed from the artic to South America. The evolutionary consequences of the settlement of the Aleutian Islands, Samoyedic-speaking populations from Siberia; early human migrations in Gabon Africa, the Republic of Sakha (formerly, Yakutia), African migration to Europe during the twenty-first century, and the Y-chromosome diversity in Aztlan descendants associated with the History of Central Mexico. Human migration influenced by cultural practices was evaluated by biocultural approaches to migration and urbanization in the Peruvian Amazonia, the Ch’orti’ Maya Diaspora in Search of Fertile Forests and Political Security. Evidence of human migration in the Puyil Cave (Puxcatán, Tabasco), the Maya and Zoques to the Mountain Region of Tabasco, Chiapas, Campeche, Quintana Too and Yucatan (from linguistic and archaeological perspectives) are also considered. It documented the migration of specific populations in the geographic distribution of diseases such as Dengue, and Mycobacterium. Human Migration: Biocultural Perspective explains human migration as a major contributor to globalization that facilitates gene flow and the exchange of cultures and ideas.


Fig. 2-The study area consists in the 47 continental provinces of Spain (small labels). Regions are shown as black labels. In white the former reign of Castilla y León, in gray the former reign of Aragón.
Fig. 3-Absolute frequency and total occurrence of polyphyletic and monophyletic single surnames (SSTs) identified according to three different Self-Organiszing Maps (SOMs): 'SOM Aragón' corresponds to the provinces corresponding to the former reign of Aragón (see Fig. 2); 'SOM Castilla' corresponds to the provinces located in the former reign of Castilla y León (see Fig. 2); 'SOM Full Spain' corresponds to the SOM used in this article. The three separate analyses were conducted to measure the effect of the administrative border having existed until 1714 between the two reigns, a border that corresponded to different practices in surname ascription; see text for details.
Fig. 7-Bidimensional plot of emigration (x-axis, see dF values in Tab. S2) and immigration (y axis: see dB values in Tab. S2) by province. When examining the plot, it is possible to identify four different cases directly labelled on the plot. The location of provinces is shown each time.
Fig. 8-A: Provinces that have attracted a low number of immigrants. B: Spanish provinces from which migration has been local and directed to neighbouring areas. C: Major linguistic areas according to a computational linguistics analyses of Rodriguez-Diaz et al. (2015). 
From surnames to linguistic and genetic diversity: Five centuries of internal migrations in Spain

September 2017

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647 Reads

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4 Citations

Journal of Anthropological Sciences

In a previous study concerning 33,753 single Spanish surnames (considered as tokens) occurring 51,419,788 times we have shown that the present-day geography of contemporary surname variability in Spain still corresponds to the political geography of the country at the end of the Middle Ages. Here we reprocess the same database, by clustering surnames with Self-Organizing Maps (SOMs) according to their geographic distribution, to identify the monophyletic surnames showing a geo-historical origin in one of the 47 provinces of continental Spain. They are 25,714, and they occur 12,348,109 times, meaning that about 75% of the Spanish population bears a surname that had a polyphyletic origin. From monophyletic surnames we compute migration matrices accounting for the internal migrations that took place since five centuries ago, when Spanish surnames started to be patrilineally inherited. The mono/ polyphyletic classification we obtain fits ancient census data and is compatible with published molecular diversity of the Y-chromosomes associated to selected Spanish surnames. Monophyletic surnames indicate that i) the provinces exhibiting a higher percentage of autochthonous surnames are also ii) those from which emigration corresponds to a local isolation-by-distance model of diffusion and iii) those that attracted a lower number of immigrants. These are also the provinces where languages other than Castilian are spoken. We suggest that demographic stability explains linguistic resilience, as people prefer to move to areas in which the linguistic variety is more similar to their own. So far the reciprocal influence of migration and language has been investigated at local scales, here we outline how to investigate it at national scales and for time-depths of centuries.



A Central Asian Language Survey: Collecting Data, Measuring Relatedness and Detecting Loans

January 2016

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225 Reads

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23 Citations

Language Dynamics and Change

We have documented language varieties (either Turkic or Indo-European) spoken in 23 test sites by 88 informants belonging to the major ethnic groups of Kyrgyzstan, Tajikistan and Uzbekistan (Karakalpaks, Kazakhs, Kyrgyz, Tajiks, Uzbeks, Yaghnobis). The recorded linguistic material concerns 176 words of the extended Swadesh list and will be made publically available with the publication of this paper. Phonological diversity is measured by the Levenshtein distance and displayed as a consensus bootstrap tree and as multidimensional scaling plots. Linguistic contact is measured as the number of borrowings, from one linguistic family into the other, according to a precision/recall analysis further validated by expert judgment. Concerning Turkic languages, the results of our sample do not support Kazakh and Karakalpak as distinct languages and indicate the existence of several separate Karakalpak varieties. Kyrgyz and Uzbek, on the other hand, appear quite homogeneous. Among the Indo-Iranian languages, the distinction between Tajik and Yaghnobi varieties is very clear-cut. More generally, the degree of borrowing is higher than average where language families are in contact in one of the many sorts of situations characterizing Central Asia: frequent bilingualism, shifting political boundaries, ethnic groups living outside the “mother” country.



Footprints of Middle Ages Kingdoms Are Still Visible in the Contemporary Surname Structure of Spain

April 2015

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571 Reads

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8 Citations

To assess whether the present-day geographical variability of Spanish surnames mirrors historical phenomena occurred at the times of their introduction (13th-16th century), and to infer the possible effect of foreign immigration (about 11% of present-day) on the observed patterns of diversity, we have analyzed the frequency distribution of 33,753 unique surnames (tokens) occurring 51,419,788 times, according to the list of Spanish residents of the year 2008. Isonymy measures and surname distances have been computed for, and between, the 47 mainland Spanish provinces and compared to a numerical classification of corresponding language varieties spoken in Spain. The comparison of the two bootstrap consensus trees, representing surname and linguistic variability, suggests a similar picture; major clusters are located in the east (Aragón, Cataluña, Valencia), and in the north of the country (Asturias, Galicia, León). Remaining regions appear to be considerably homogeneous. We interpret this pattern as the long-lasting effect of the surname and linguistic normalization actively led by the Christian kingdoms of the north (Reigns of Castilla y León and Aragón) during and after the southwards reconquest (Reconquista) of the territories ruled by the Arabs from the 8th century to the late 15th century, that is when surnames became transmitted in a fixed way and when Castilian linguistic varieties became increasingly prestigious and spread out. The geography of contemporary surname and linguistic variability in Spain corresponds to the political geography at the end of the Middle-Ages. The synchronicity between surname adoption and the political and cultural effects of the Reconquista have permanently forged a Spanish identity that subsequent migrations, internal or external, did not deface.


Fig. 1-ASUDAS scoring system (Turner et al. 1991; Scott, Turner 1997) for the description of human dental morphology. example of a dental trait scored on lower molars (the protostylid) that can be either present (M1) or absent (M2). our analyses were made according to 23 traits of this kind, thus giving rise to vectors having 23 binary descriptors. 
Kohonen Self-Organizing Maps to Unravel Patterns of Dental Morphology in Space and Time

January 2014

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685 Reads

The paper illustrates how the application of a specific version of Artificial neural net- works, Self-organizing Maps (SoMs), enabled a more accurate analysis of human dental mor- phology. SoMs enable the processing of individual samples (dentitions) because they can cope with missing data. In fact, in archaeological samples of human remains, teeth are often broken or missing making a complete set of morphological traits often impossible to achieve. other classification methods like principal component Analysis, Multidimensional Scaling, Mean Measure of Divergence, Multiple correspondence Analysis do not handle missing descriptors and incomplete data matrices have to be “filled in”, thus leading to a certain approximation in the outcome with a lack of geographical or temporal resolution, as many incomplete samples have to be merged into a virtual one that does not present missing descriptors. our discussion about the proficiency of SoMs, and Anns in general, in the exploration and classification of anthropological databases concerning morphology is based on a specific case study, that is the classification of a neanderthal sample. Through this example we would like to attract the attention of anthropologists and archaeologists to a very flexible methodology that is seldom applied, despite being widely used in many other disciplines.



Citations (30)


... This high diversity is also seen in the linguistic field: within the Spanish population there are also different official regional languages and their variants (García, 2007;Goebl, 2010). All these conditions have led the Spanish population to be under the constant pressure from a variety of factors that have culminated in a particularly conserved structure (Adams et al., 2008;Rodríguez-Díaz et al., 2017). The current genetic diversity is the result of events and linguistic structures deeply rooted in the historical past of the Iberian Peninsula (Bycroft et al., 2019). ...

Reference:

A new approach to historical migratory movements based on surnames: the case of Spain
From surnames to linguistic and genetic diversity: Five centuries of internal migrations in Spain

Journal of Anthropological Sciences

... In the Kyrgyz language, there is no specific wordforming affix for the prefix "un-", which intensifies the basic meaning of the word. However, according to P. Mennecier et al. [22], something primitive and ancient is denoted by the prefix "ur-", which in the Kyrgyz language is conveyed descriptively (der Urwaldбайыркы токой, der Urmensch -байыркы адам). Moreover, the prefix "ge-" imparts a collective meaning to the base and is often accompanied by alternation of the root vowel (das Gebäude -имарат, das Gebirge -тоо тутуму, das Geschrei -кыйкырык). ...

A Central Asian Language Survey: Collecting Data, Measuring Relatedness and Detecting Loans
  • Citing Article
  • January 2016

Language Dynamics and Change

... We will then discuss how his interest in cultural evolution also helped to shape both methods and theories concerned with quantifying cumulative culture for the earliest periods of the prehistory of our species. Then, we will explore the limitations and potential misinterpretations linked to such approaches, an aspect that Cavalli-Sforza had always held very clear (e.g., [36]). Finally, we will give our own suggestions on how to build on Cavalli-Sforza's path towards interdisciplinarity, using the latest available data and technologies to deepen even more our understanding of our species' evolutionary history, thanks to the integration of paleoclimatic data. ...

Interview with Luigi Luca Cavalli-Sforza: Past Research and Directions for Future Investigations in Human Population Genetics
  • Citing Article
  • June 2010

Human Biology

... T he development of informatics techniques has increased the availability of using surnames from population datasets that allow the analysis of large population groups at the country level (Rodríguez-Larralde et al., 1998;Barrai et al., 2000;Rodríguez-Larralde et al., 2000;Rodríguez-Larralde et al., 2003;Barrai et al., 2004;Dipierri et al., 2005;Manni et al., 2005;Dipierri et al., 2011;Rodríguez-Larralde et al., 2011;Longley et al., 2011;Cheshire et al., 2011;Carrieri et al., 2020) and at the continent level (Scapoli et al., 2007;Cheshire et al., 2011). Traditionally voter records and telephone directories served as databases (Rodríguez-Larralde et al., 2003;Cheshire et al., 2011;Dipierri et al., 2016;Carrieri et al., 2020) and, more recently, for population censuses (Rodríguez-Díaz et al., 2015Posch et al., 2024) representing an excellent source of information for population studies and even the socioeconomic implications of this structure (Posch et al., 2024). Even street names have been used as a source of information for sociological analysis (Cretan and Matthews, 2016). ...

Footprints of Middle Ages Kingdoms Are Still Visible in the Contemporary Surname Structure of Spain

... A special example of a distinctly accentuated line is the neonatal line (NNL) visible in all deciduous teeth and in 10% of first permanent molars. The neonatal line has a great potential to determine infant survival (Janardhanan 2011; Smith and Avishai 2005), childhood mortality and morbidity (Żądzińska et al. 2015), because it is directly linked to the time of birth and separates the dental enamel formed in the prenatal period from that formed postnatally (e.g., Reid et al. 1998;Sabel et al. 2008;Skinner and Dupras 1993;Zanolli et al. 2011). As the studies show, the width of NNL correlates with the perinatal conditions and with factors characterising the environment of the child's prenatal development (Hasset et al. 2020;Hurnanen et al. 2017). ...

Gestation Length, Mode of Delivery and Neonatal Line Thickness Variation
  • Citing Article
  • December 2011

Human Biology

... For the purpose of onomastic dialects, it is important to take note of research that depicts surname regions (e.g., Cheshire et al. (2010) , and then compare these areas to territories of dialects. This type of examination has been conducted in connection with France (Scapoli et al., 2005), Holland (Manni et al., 2006), and Spain (Sousa & Ginzo-Villamayor, 2020). One of the peculiarities of isonym-based analysis is that it is mainly founded on surnames that provide a probable indication of ethnic origin, i.e., a genetic connection. ...

To What Extent are Surnames Words? Comparing Geographic Patterns of Surname and Dialect Variation in the Netherlands

Literary and Linguistic Computing

... The technique allowed the identification of groups of surnames with the same origin; in other words, it became possible to distinguish the autochthonous names of each zone, also enabling discrimination between monophyletic and polyphyletic surnames. In this way, it was possible to use monophyletic surnames as reliable markers (Manni et al., 2005;Boattini et al., 2010;Rodríguez-Díaz and Blanco-Villegas, 2010;Boattini et al., 2012;Rodríguez-Díaz et al., 2015Kamel et al., 2023). The work carried out to date endorses the reliability of the method. ...

General Method to Unravel Ancient Population Structures through Surnames, Final Validation on Italian Data

Human Biology

... Gravity models have been applied to the dialectal diversification in geographical space, [5,6], in which case the effect of distance on social interactions is reflected in linguistic variation; see Fundamental Dialectological Postulate "Geographically proximate varieties tend to be more similar than distant ones"; [6,7]. In particular, the linguistic distance between two centers is approximated by a sublinear function of their distance in space, as found in [5] (see also discussion in [7: p. 154-158, 8]), confirmed for various language situations in [9]-including rural indigenous societies in [10,11]. Furthermore, the effect of geographical distance on linguistic variation is modulated by the ease of social interactions: geographical borders inhibiting interactions are reflected in an increase of divergence, as shown by the distances between Japonic languages in mainland Japan and languages in the island clusters of the Ryukyuan archipelago in [12] or by the increase of dialectal divergence in Norwegian in comparison to Dutch in [13,14]. ...

A Computational Analysis of Gabon Varieties

... Various authors have tried to detect borrowings by searching for phylogenetic conflicts [18][19][20][21][22][23][24]. Other approaches identify similar words in unrelated languages [25][26][27]. Occasionally, authors have tried to detect borrowings by relying on the idea that some words can be more easily borrowed, because of the meanings they express [28]. While the detection of words borrowed between unrelated languages seems to work relatively well [27], all other approaches that have been proposed in the past, have never been rigorously tested. ...

Preliminary Identification of Language Groups and Loan Words in Central Asia

... North Vietnam is situated at the northernmost extent of MSEA and its coastal plain potentially formed a major route for north-south hominin dispersal and contact between East Asia and Southeast Asia (SEA) throughout the Pleistocene, 2.58 million years ago (Ma) until 11.7 thousand years ago (ka) (Demeter et al., 2003;McColl et al., 2018). However, while the surrounding limestone uplands contain a wealth of hunter-gatherer archaeological sites, these have predominantly been dated to 20 ka and later (Forestier et al., 2015;Zeitoun et al., 2019). ...

Late Upper Pleistocene human peopling of the Far East: Multivariate analysis and geographic patterns of variation

Comptes Rendus Palevol