Analytical modelling of bacterial migration and accumulation with rate-limited sorption in discrete fractures

An analytical model for bacterial accumulation in a discrete fractllre has been developed. The transport and accumlllation processes incorporate into the model include advection, dispersion, rate-limited adsorption, rate-limited desorption, irreversible adsorption, attachment, detachment, growth and first order decay botl1 in sorbed and aqueous phases. An analytical solution in Laplace space is derived and nlln1erically inverted. The model is implemented in the code BIOFRAC vvhich is written in Fortran 99. The model is derived for two phases, Phase I, where adsorption-desorption are dominant, and Phase II, where attachment-detachment are dominant. Phase I ends yvhen enollgh bacteria to fully cover the substratllm have accllillulated. The model for Phase I vvas verified by comparing to the Ogata-Banks solution and the model for Phase II was verified by comparing to a nonHomogenous version of the Ogata-Banks solution. After verification, a sensitiv"ity analysis on the inpllt parameters was performed. The sensitivity analysis was condllcted by varying one inpllt parameter vvhile all others were fixed and observing the impact on the shape of the clirve describing bacterial concentration verSllS time. Increasing fracture apertllre allovvs more transport and thus more accllffilliation, "Vvhich diminishes the dllration of Phase I. The larger the bacteria size, the faster the sllbstratum will be covered. Increasing adsorption rate, was observed to increase the dllration of Phase I. Contrary to the aSSllmption ofllniform biofilm thickness, the accllffilliation starts frOll1 the inlet, and the bacterial concentration in aqlleous phase moving towards the olitiet declines, sloyving the accumulation at the outlet. Increasing the desorption rate, redllces the dliration of Phase I, speeding IIp the accllmlilation. It was also observed that Phase II is of longer duration than Phase I. Increasing the attachment rate lengthens the accliffililation period. High rates of detachment speeds up the transport. The grovvth and decay rates have no significant effect on transport, althollgh increases the concentrations in both aqueous and sorbed phases are observed. Irreversible adsorption can stop accllillulation completely if the vallIes are high.

L'évolution de la migration interrégionale au Québec (1991-2006)

Ce mémoire présente, dans une première partie, une analyse détaillée des flux migratoires entre les différentes régions administratives du Québec entre 1991 et 2006. Nous avons utilisé quelques indicateurs permettant de quantifier l’importance de ces mouvements à la fois sur la région d’origine et sur la population d’accueil. Afin de réaliser ce travail, nous avons eu recours aux matrices de flux migratoires entre les 17 régions administratives québécoises, matrices qui sont publiées par l’Institut de la Statistique du Québec à l’aide du fichier de la Régie de l’assurance-maladie du Québec (RAMQ). Les méthodes d’analyse utilisées nous ont permis de mesurer l’intensité de ces flux, leur concentration spatiale, l’orientation spatiale des émigrants, les hiérarchies des régions administratives ainsi que l’efficience des migrations interrégionales du Québec. Nous avons analysé comment les régions administratives du Québec sont affectées par la migration interrégionale. Dans une deuxième partie, nous avons porté notre attention sur la migration interrégionale en fonction de certains groupes d’âge. L’étude des migrations en fonction du groupe d’âge a permis de mieux saisir les conséquences démographiques de ces mouvements pour les régions d’origine et de destination, particulièrement en ce qui concerne la structure de la population résultant de ces flux. Finalement, dans une troisième partie, nous avons analysé les mouvements migratoires entre l’île de Montréal et les Municipalités Régionales de Comté des quatre régions qui l’entourent afin de comprendre la part de l’étalement urbain dans l’émigration des Montréalais. Les résultats obtenus nous permettent de conclure en dégageant certaines tendances. D’abord, nous avons établi que les migrations dans la province de Québec se font des régions éloignées vers les régions du centre. Ces régions gagnantes renferment ou avoisinent les grands centres urbains de la province : Québec, Montréal et Ottawa. Nous assistons donc à une redéfinition du paysage québécois : le nord se déserte, le centre a une faible croissance et la grande région de Montréal, plus particulièrement les régions en banlieue de l’île de Montréal, est en nette croissance. Ensuite, l’analyse par groupe d’âge a illustré que les régions excentrées ont très rarement des soldes positifs et que les jeunes sont très nombreux à quitter ces régions. Pour l’île de Montréal, ce sont les jeunes qui arrivent en grand nombre. Cependant, après la trentaine, les gens désertent l’île pour d’autres régions de la province. Ces départs profitent aux régions adjacentes, qui font d’énormes gains chez les jeunes travailleurs. Finalement, l’analyse des échanges migratoires entre l’île de Montréal et les MRC des quatre régions adjacentes nous a permis de constater que ces MRC sont très souvent gagnantes dans leurs échanges migratoires. Particulièrement lors de la période 2001-2006, où seulement deux territoires sont perdants dans leurs échanges migratoires avec les autres régions du système, soit l’île de Montréal et la MRC de Longueuil.

The Influence of Body Condition on the Stopover Ecology of Least Sandpipers in the Lower Mississippi Alluvial Valley during Fall Migration

Many shorebirds are long-distance migrants and depend on the energy gained at stopover sites to complete migration. Competing hypotheses have described strategies used by migrating birds; the energy-selection hypothesis predicts that shorebirds attempt to maximize energy gained at stopover sites, whereas the time-selection hypothesis predicts that shorebirds attempt to minimize time spent at stopover sites. The energy- and time-selection hypotheses both predict that birds in better condition will depart sites sooner. However, numerous studies of stopover duration have found little support for this prediction, leading to the suggestion that migrating birds operate under energy and time constraints for only a small portion of the migratory season. During fall migration 2002, we tested the prediction that birds in better condition depart stopover sites sooner by examining the relationship between stopover duration and body condition for migrating Least Sandpipers (Calidris minutilla) at three stopover sites in the Lower Mississippi Alluvial Valley. We also tested the assumption made by the Lower Mississippi Alluvial Valley Migratory Bird Science Team that shorebirds stay in the Mississippi Valley for 10 d. The assumption of 10 d was used to estimate the amount of habitat required by shorebirds in the Mississippi Valley during fall migration; a period longer than 10 d would increase the estimate of the amount habitat required. We used multiple-day constancy models of apparent survival and program MARK to estimate stopover duration for 293 individually color-marked and resighted Least Sandpipers. We found that a four-day constancy interval and a site x quadratic time trend interaction term best modeled apparent survival. We found only weak support for body condition as a factor explaining length of stopover duration, which is consistent with findings from similar work. Stopover duration estimates were 4.1 d (95% CI = 2.8–6.1) for adult Least Sandpipers at Bald Knob National Wildlife Refuge, Arkansas, 6.5 d (95% CI = 4.9–8.7) for adult and 6.1 d (95% CI =4.2–9.1) for juvenile Least Sandpipers at Yazoo National Wildlife Refuge, Mississippi, and 6.9 d (95% CI = 5.5–8.7) for juvenile Least Sandpipers at Morgan Brake National Wildlife Refuge, Mississippi. Based on our estimates of stopover duration and the assumption made by the Lower Mississippi Alluvial Valley Migratory Bird Science Team, there is sufficient habitat in the lower Mississippi Valley to support shorebirds during fall migration.

Fate of prions in soil: Longevity and migration of recPrP in soil columns

Research into transmissible spongiform encephalopathy (TSE) diseases has become a high priority worldwide in recent years yet remarkably little is known about the behaviour of TSE infectivity in the environment. The resilience and stability of prion proteins could lead to soils becoming a potential reservoir of TSE infectivity as a result of contamination from activities such as infected carcass burial or the dispersion of effluents from slaughter houses, or by contamination of pastures by infected animals, (e.g. scrapie in sheep). Knowledge of the fate of prion proteins in soils, and associated physico-chemical conditions which favour migration, can be used to help prevent re-infection of animals through grazing, to protect watercourses and develop good management practices. In two consecutive experiments of 9 and 6 months, the migration of recombinant ovine PrP (recPrP) in soil columns was followed under contrasting levels of microbial activity (normal versus reduced), under varying regimes of soil water content and redox potential, and in two different soil types (loamy sand and clay loam). At each analysis time (1, 3, 6 or 9 months), in both soil types, full-length recPrP was detected in the original contaminated layer, indicating the resilience and stability of recPrP under varied soil conditions, even in the presence of active soil microbial populations. Evidence of protein migration was found in every soil column at the earliest analysis time (1 or 3 months), but was restricted to a maximum distance of 1 cm, indicative of limited initial mobility in soils followed by strong adsorption over the following days to weeks. The survival of recPrP in the soil over a period of at least 9 months was demonstrated. In this study, recPrP was used as an indicator for potential TSE infectivity, although infectivity tests should be carried out before conclusions can be drawn regarding the infection risk posed by prions in soil. However, it has been demonstrated that soil is likely to act as a significant barrier to the dispersion of contaminated material at storage or burial sites. (c) 2007 Elsevier Ltd. All rights reserved.

Historicizing counterurbanization: in-migration and the reconstruction of rural space in Berkshire (UK), 1901-51

This article uses census data for Berkshire to argue that large-scale counterurbanization began much earlier than is generally recognized in some parts of southern England. This was not just movement down the urban hierarchy, which as Pooley and Turnbull have demonstrated was a long-term feature of England’s settlement system, but in some cases at least amenity-driven migration to rural areas of the kind increasingly recognized as a core component of recent counterurbanization. Despite a reduction of acreage Berkshire’s rural districts saw a 54% rise in population between 1901 and 1951. The sub-regional pattern of growth is assessed to gauge whether ‘clean break’ migration to the remote west of the county (which remained effectively out of commuting range from London throughout the period) was taking place, or whether counterurbanization was confined to the more accessible eastern districts. However, whilst population did increase in both west and east, it was in fact the central districts that grew most impressively. Three case study parishes are investigated in order to gauge the nature and consequences of counterurbanization at a local level. Professional and business migrants figure prominently, seeking to preserve and promote the rural attributes of their new communities, without however cutting their ties to urban centres. It is argued that migration to rural Berkshire in the first half of the twentieth century cannot adequately be described either as a form of extended suburbanization or an anti-metropolitan ‘clean break’. Rather, early counterurbanization marks the first stage on the long road to a post-productivist countryside, in which countryside becomes detached from agriculture, there is socio-economic convergence between town and country, and the ‘rural’ increasingly becomes defined by landscape and identity rather than economic function.

Genomic signals of migration and continuity in Britain before the Anglo-Saxons

The purported migrations that have formed the peoples of Britain have been the focus of generations of scholarly controversy. However, this has not benefited from direct analyses of ancient genomes. Here we report nine ancient genomes (~1 x) of individuals from northern Britain: seven from a Roman era York cemetery, bookended by earlier Iron-Age and later Anglo-Saxon burials. Six of the Roman genomes show affinity with modern British Celtic populations, particularly Welsh, but significantly diverge from populations from Yorkshire and other eastern English samples. They also show similarity with the earlier Iron-Age genome, suggesting population continuity, but differ from the later Anglo-Saxon genome. This pattern concords with profound impact of migrations in the Anglo-Saxon period. Strikingly, one Roman skeleton shows a clear signal of exogenous origin, with affinities pointing towards the Middle East, confirming the cosmopolitan character of the Empire, even at its northernmost fringes.

A Spatial Comparison of Short and Long Term Migration Trends in China

China’s floating population, those individuals who have migrated between counties or provinces for a period of longer than 6 months, account for 79 million individuals. If intracounty migration is also included, the number jumps to 145 million individuals or over 11% of the total population. This study examines the geographical differences in short and long term migration using ArcGIS to manipulate the spatial GIS data. The study shows that both short and long term migration (in absolute numbers) occurs more frequently near cities and in coastal regions. However, by normalizing the data by population size, the study eliminates the problems of population size on the size of the migrants. Using this normalized data, the study finds that western and northern counties have a large number of migrants present relative to the size of the population. Determining where this floating population migrates helps explain regional inequalities in employment opportunities.

Migration of diethylhexyl phthalate from PVC bags into intravenous cyclosporine solutions

The migration of diethylhexyl phthalate (DEHP) from PVC bags into LVPS (0.9% NaCl) and LVPS with cyclosporine at concentrations of 2.5 and 0.5 mg/ml was studied. PVC bags were placed in contact with these solutions and stored at 25 1 degrees C. They were taken for analysis each 30 min during 6 h and after this period at each 1 h until 12 h of contact. Water was used as reference, and exposed and analyzed under the same conditions. After contact, the solutions were submitted to extraction with hexane and analyzed by GC-FID. The results showed that DEHP did not migrate into water and LVPS during all the time. Also, no measurable amount of DEHP was detected during the first 3 h of contact between the PVC bag and the diluted cyclosporine solution. However, the amount of released DEHP reached a detectable level after 4 It of contact, increased until 6 h, stabilized, and increased again after 9-10 h. The 12 h of contact showed the highest DEHP levels for both cyclosporine concentrations. The DEHP migrated was 0.02-0.08% of that present in the bag. (c) 2005 Elsevier B.V. All rights reserved.

Vertical migration of Haemonchus contortus third stage larvae on Brachiaria decumbens grass

The present study aimed at evaluating the vertical migration of Haemonchus contortus third stage larvae (1-3) on Brachiaria decumbens grass, as well as at verifying whether larval numbers on pasture varies over the day due to climatic conditions. Feces containing H. contortus L3 were deposited on the soil in the middle of herbage which was initially 30 cm high. Seven days later, samples of different herbage strata (0-10, 10-20 and >20 cm), remaining feces and a layer of approximately 1 cm soil were collected. Tests were carried out in four periods: September 2006, December 2006, March 2007, and June 2007. Samples were collected at sunrise, mid-day, sunset, and mid-night. The humidity and temperature conditions observed in different months influenced larval migration from the feces to the grass. In September, December and March, it rained after fecal deposition on pasture, which favored migration of larvae from the feces to the herbage. Conversely, in June 2007, when there was no rainfall after fecal deposition and temperatures were lower, L3 were mainly recovered from feces. As regards the vertical migration of larvae, the numbers of H. contortus L3 in the forage strata remained relatively constant over the day. This indicates there is not a determined period in which sheep on pasture are at higher risk of infection. Finally, in all collection periods a considerable amount of third stage larvae was observed on the herbage top, which is the first plant part consumed by sheep. (C) 2008 Elsevier B.V. All rights reserved.

Migration of the curimbatá Prochilodus lineatus (Valenciennes, 1836) (Pisces, Prochilodontidae) at the waterfall Cachoeira de Emas of the Mogi-Guaçu river - São Paulo, Brazil

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Development cycles, political regimes and international migration: Argentina in the 20th century

Includes bibliography

International migration, capital flows and the global economy: a long run view

Includes bibliography

Customer Evolution in Sales Channel Migration

This research has been triggered by an emergent trend in customer behavior: customers have rapidly expanded their channel experiences and preferences beyond traditional channels (such as stores) and they expect the company with which they do business to have a presence on all these channels. This evidence has produced an increasing interest in multichannel customer behavior and it has motivated several researchers to study the customers’ channel choices dynamics in multichannel environment. We study how the consumer decision process for channel choice and response to marketing communications evolves for a cohort of new customers. We assume a newly acquired customer’s decisions are described by a “trial” model, but the customer’s choice process evolves to a “post-trial” model as the customer learns his or her preferences and becomes familiar with the firm’s marketing efforts. The trial and post-trial decision processes are each described by different multinomial logit choice models, and the evolution from the trial to post-trial model is determined by a customer-level geometric distribution that captures the time it takes for the customer to make the transition. We utilize data for a major retailer who sells in three channels – retail store, the Internet, and via catalog. The model is estimated using Bayesian methods that allow for cross-customer heterogeneity. This allows us to have distinct parameters estimates for a trial and an after trial stages and to estimate the quickness of this transit at the individual level. The results show for example that the customer decision process indeed does evolve over time. Customers differ in the duration of the trial period and marketing has a different impact on channel choice in the trial and post-trial stages. Furthermore, we show that some people switch channel decision processes while others don’t and we found that several factors have an impact on the probability to switch decision process. Insights from this study can help managers tailor their marketing communication strategy as customers gain channel choice experience. Managers may also have insights on the timing of the direct marketing communications. They can predict the duration of the trial phase at individual level detecting the customers with a quick, long or even absent trial phase. They can even predict if the customer will change or not his decision process over time, and they can influence the switching process using specific marketing tools

Untersuchungen zu Migration, Homing und Effektor-Funktionen humaner T-Lymphozyten in NOD.Cg-Prkdc scid Il2r gtm1Wjl, SzJ-Mäusen im Rahmen der allogenen hämatopoetischen Stammzelltransplantation

Die akute myeloische Leukämie (AML) zählt zu den aggressivsten neoplastischen Erkrankungenrnder Hämatopoese. Die Mehrheit der Patienten mit AML erreicht nach Induktions-rnChemotherapie den Zustand der kompletten Remission, jedoch erleiden mehr als die Hälfterndieser Patienten anschließend einen Rückfall und versterben an den Folgen der Erkrankungrn[1]. Die allogene hämatopoetische Stammzelltransplantation (engl.: hematopoietic stem cellrntransplantation, HSCT) stellt die einzig putativ kurative Behandlungsform für rezidierendernPatienten und solche mit schlechter Prognose dar. Jedoch birgt diese Form der Therapiernauch eine Vielzahl an Risiken. Insbesondere das Auftreten einer akuten Transplantat-gegen-rnWirt-Erkrankung (engl.: graft-versus-host disease, GvHD) stellt die Hauptursache für transplantationsassoziierternMortalität und Morbidität dar [2]. Die Depletion von alloreaktiven zytotoxischenrnT Lymphozyten (CTL) aus dem Transplantat ermöglicht zwar die Prävention derrnEntstehung einer GvH-Erkrankung, jedoch häufig unter gleichzeitigem Verlust des förderlichen,rnanti-leukämischen Transplantat-gegen-Leukämie-Effekts (engl.: graft-versus-leukemia,rnGvL) [3]. Um den GvL-Effekt unter Vermeidung einer GvH-Erkrankung zu erhalten, bietetrnsich der gezielte adoptive Transfer von Leukämie-spezifischen, nicht alloreaktiven CTL alsrnattraktive Strategie der Immuntherapie für AML-Patienten nach allogener HSCT an. In derrnvorliegenden Arbeit konnte erfolgreich ein prä-klinisches murines AML-Modell unter Einsatzrndes stark immundefizienten NOD.Cg-Prkdcscid Il2rgtm1Wjl/SzJ- (NSG-) Mausstamms und primärenrnAML-Blasten durch die Optimierung bereits publizierter Protokolle etabliert werden.rnBei zehn von 17 transplantierten primären AML-Proben konnte ein erfolgreiches Engraftmentrnder humanen Zellen und eine Rekonstitution der humanen Neoplasie in den NSG-Mäusenrnerzielt werden. Die Engraftment-Rate betrug somit 58,82% und lag etwas unter dem aus derrnLiteratur bekannten Wert von 65-70% [4, 5]. Es ließen sich gut, intermediär und schlecht anwachsendernAML-Proben anhand der Engraftment-Stärke und -Reproduzierbarkeit voneinanderrnunterscheiden. Anhand der Analyse von für das Engraftment kritischer Parameter konnternein Zusammenhang zwischen Engraftment-Rate in der Maus und Flt3-Mutationsstatus sowiernFAB-Klassifikation des Patienten hergestellt und somit Angaben aus der Literatur bestätigtrnwerden. Für zwei Patienten-spezifische AML-Modelle, MZ580 und MZ308, konnten in vitrornerfolgreich AML-reaktive, über einzelne bzw. duale HLA-Diskrepanzen restringierte CTLPopulationenrngeneriert und über einen Zeitraum von bis zu 70 Tagen expandiert werden.rnDeren adoptiver Transfer in zuvor mit humanen AML-Blasten inokulierte NSG-Mäuse führternzu einer nahezu vollständigen Eradikation der AML-Blasten und Remission der Versuchstiere.rnAnhand unterschiedlich langer in vitro Kultur-Zeiträume konnte ein für die in vivo ausgeübtenrnEffektor-Funktionen optimaler Reifungszustand der CTL-Populationen von maximalrn28 Tagen bestimmt werden. Die kinetische Analyse der lytischen Aktivität in vivo deutete auf eine relativ schnelle Ausübung der Effektor-Funktionen durch die CTL-Populationen innerhalbrnvon zwei bis 24 Stunden nach adoptivem Transfer hin. Durch die Verwendung von inrnvitro generierten EBV-reaktiven CTL aus einem irrelevanten Spender konnte zudem die Spezifitätrnder in vivo ausgeübten Effektor-Funktionen nachgewiesen werden. Die ex vivo Re-rnIsolation adoptiv transferierter CTL und deren in vitro Analyse in einem IFNγ ELISpot wiesrneine konstante Reaktivität der Zellen ohne Induktion einer Xeno-Reaktivität nach. Die zurrnVerbesserung der Persistenz humaner CTL-Populationen eingesetzten autologen CD4+ TrnZellen zeigten nur im AML MZ308-System eine positive Wirkung. Generell konnte die Persistenzrnin vivo jedoch trotz initialer Substitution mit den Zytokinen IL-2 und IL-7 nicht über einenrnZeitraum von sieben Tagen hinaus aufrechterhalten werden.rnZur Untersuchung des Extravasations-Mechanismus humaner T Zellen über murines Endothelrnwurden sowohl Flusskammer- als auch Transwell-Studien durchgeführt, um die molekularenrnGrundlagen des Adhäsions- und Transmigrationsprozesses aufzuklären. Durch denrnparallelen Einsatz humaner und muriner T Zellen auf murinen Endothelzellen unter Zusatzrnfunktionsblockierender monoklonaler Antikörper konnte gezeigt werden, dass derrnExtravasations-Mechanismus beider Spezies auf Interaktionen homologer Adhäsionsmolekül-rnPaare, nämlich VLA-4–VCAM-1 und LFA-1–ICAM-1, beruht. Für einzelne Moleküle konntenrnin Abhängigkeit der eingesetzten Endothelzellen Unterschiede in der Funktionalität zwischenrnden Spezies identifiziert werden. Der Adhäsionsprozess war durch die Blockade derrnVLA-4–VCAM-1-Interaktion stärker inhibierbar als durch die Blockade von LFA-1–ICAM-1.rnDie Transmigration hingegen war durch die Blockade beider Adhäsionsmolekül-Paare vergleichbarrnstark inhibierbar.

High mobility rates during the period of the "Celtic migrations"? - 87 Sr, 86 Sr and delta 18 O evidence from Early La Tène Europe

Although the period of the historic “Celtic migrations” is archaeologically extensively studied, the long-lasting question whether mass migration or increased individual mobility caused the expansion of the La Tène culture throughout continental Europe persist. Strontium (Sr) and in part oxygen (O) isotope analysis of human remains from the early La Tène cemeteries of Nebringen (Germany), Münsingen-Rain (Switzerland), Monte Bibele (Italy) and the Czech cemeteries of Radovesice I, Radovesice II and Kutná Hora was, therefore, carried out to investigate the importance of residential changes during this time period. These isotope analyses showed that most analysed individuals either came from the area they were buried in or from the surrounding area of the cemetery. An exception was formed by the Czech cemeteries, where almost a quarter of the studied individuals appeared non-local. Together with Nebringen, these cemeteries also had the most varied Sr isotope ratios, which suggest highly mobile communities in which individuals regularly changed their residency. The isotopic ratios of the cemeteries of Münsingen-Rain and Monte Bibele appeared far less varied. In part, these differences might be explained by the community structures of these cemeteries. Morphological kinship analysis in Münsingen-Rain demonstrated biological relatedness among most of the analysed individuals. These related individuals also shared similar isotope signatures, which suggest an origin from the surrounding Aar Valley. In the vicinity of the cemetery of Monte Bibele, an associated settlement site was discovered. The deceased presumably not only shared this settlement, but also cultivated the same land plots. Dispersed settlement structures were suggested for Nebringen, Radovesice and Kutná Hora, as these agriculturally favourable landscapes were densely populated during prehistoric times. Connected to these community structures are the prevailing geological conditions in these areas. Both Münsingen-Rain and Monte Bibele are located in a region where homogeneous geological conditions prevail, whereas the landscapes of Nebringen, Radovesice and Kutná Hora are characterised by complex heterogeneous geological conditions. As the majority of individuals in Nebringen and the Czech cemeteries correspond to the expected isotope values for the studied areas, regularly changing land plots might have contributed to the observed variation. Although mass migration as depicted by the historical sources was not observed individual mobility of a small part of these studied communities certainly played a role. Males appeared, thereby, to have slightly more often a non-local birthplace or moved during childhood. Male mobility was, however, not always associated with burial as a warrior. Females, on the other hand, originated more often from the region. Patrilocal residential patterns, with the exception of the Czech cemeteries, were nevertheless not observed. Objects and ideas also seem to have been exchanged freely, as there are no indications that individuals with particular grave goods came from specific areas. It rather appears that the individuals buried with them were either local or had different places of origin. This can be explained by the fact that the exact origin of grave goods is difficult to establish and the occurrence of similar 87Sr/86Sr values in different areas. This study provided important new insights on the period of the “Celtic migrations” and the way of life of these prehistoric people.