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Browsing by master's degree program "Maantieteen maisteriohjelma"

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  • Leppämäki, Tatu (2022)
    Ever more data is available and shared through the internet. The big data masses often have a spatial dimension and can take many forms, one of which are digital texts, such as articles or social media posts. The geospatial links in these texts are made through place names, also called toponyms, but traditional GIS methods are unable to deal with the fuzzy linguistic information. This creates the need to transform the linguistic location information to an explicit coordinate form. Several geoparsers have been developed to recognize and locate toponyms in free-form texts: the task of these systems is to be a reliable source of location information. Geoparsers have been applied to topics ranging from disaster management to literary studies. Major language of study in geoparser research has been English and geoparsers tend to be language-specific, which threatens to leave the experiences provided by studying and expressed in smaller languages unexplored. This thesis seeks to answer three research questions related to geoparsing: What are the most advanced geoparsing methods? What linguistic and geographical features complicate this multi-faceted problem? And how to evaluate the reliability and usability of geoparsers? The major contributions of this work are an open-source geoparser for Finnish texts, Finger, and two test datasets, or corpora, for testing Finnish geoparsers. One of the datasets consists of tweets and the other of news articles. All of these resources, including the relevant code for acquiring the test data and evaluating the geoparser, are shared openly. Geoparsing can be divided into two sub-tasks: recognizing toponyms amid text flows and resolving them to the correct coordinate location. Both tasks have seen a recent turn to deep learning methods and models, where the input texts are encoded as, for example, word embeddings. Geoparsers are evaluated against gold standard datasets where toponyms and their coordinates are marked. Performance is measured on equivalence and distance-based metrics for toponym recognition and resolution respectively. Finger uses a toponym recognition classifier built on a Finnish BERT model and a simple gazetteer query to resolve the toponyms to coordinate points. The program outputs structured geodata, with input texts and the recognized toponyms and coordinate locations. While the datasets represent different text types in terms of formality and topics, there is little difference in performance when evaluating Finger against them. The overall performance is comparable to the performance of geoparsers of English texts. Error analysis reveals multiple error sources, caused either by the inherent ambiguousness of the studied language and the geographical world or are caused by the processing itself, for example by the lemmatizer. Finger can be improved in multiple ways, such as refining how it analyzes texts and creating more comprehensive evaluation datasets. Similarly, the geoparsing task should move towards more complex linguistic and geographical descriptions than just toponyms and coordinate points. Finger is not, in its current state, a ready source of geodata. However, the system has potential to be the first step for geoparsers for Finnish and it can be a steppingstone for future applied research.
  • Heikkinen, Janne (2020)
    Subarctic ponds are important habitats for many freshwater species. The recent increase in global temperatures have stressed on the study of these habitats as rising water temperatures may have severe consequences to these cold and harsh ecosystems. Despite its importance, this topic has been largely overlooked in scientific research. Diatoms are microscopic, single-celled benthic algae, which are important indicators for environmental quality. Elevation is one of the main environmental variables controlling the composition and richness of diatom species as it shapes communities through several environmental variables such as temperature and water chemistry. The aim of this thesis was to illustrate the variability in diatom species richness and community composition along an elevational gradient in Kilpisjärvi and reveal the most important environmental drivers. As an additional focus, the applicability of the BenthoTorch sampling device was tested in measuring benthic algae biomass. Field and laboratory measurements were done using universal standards. Statistical analyses included multiple univariate and multivariate data analysis techniques. It was found that water pH, aluminium concentration and air temperature explained the variation in species richness and community composition the most. Elevation had only a secondary, non-significant role in shaping the diatom communities in subarctic ponds. Nearby sites showed similar compositions in terms of water chemistry and diatom communities. Biotope characterisation did not provide any further insight into the differences or similarities of diatom community composition or species richness. There were some differences in how genera responded to environmental variables. The centre of distributional range of many taxa was below the mid-point of the elevational gradient but species often occupied the whole elevational gradient. Rare taxa appeared at the ends of the elevational spectrum. The amount of singleton taxa was high (25.8%) and can be expected to increase with climate change. The BenthoTorch did provide reasonable results for benthic algae in the subarctic when compared to previous literature, but further research is required to grasp its full potential. More examination into the relationship between explanatory variables can be suggested (e.g. total phosphorus and ion balance) to gain better understanding on the changes in diatom species richness and community composition along elevational gradients.
  • Edvinsson, Pontus (2020)
    Socio-economic segregation has been increasing in Helsinki for decades and the relation between socioeconomic factors and educational outcomes have been discussed frequently recently and have been an important topic for politicians and researchers. An increasing segregation and dwindling school results in the more disadvantaged areas of Finland have been connected in various reports. The main objective in this master’s thesis is firstly to investigate the spatial socio-economic differences between school catchment areas of the 26 municipalities in the Uusimaa region. And secondly, the relationship between educational outcomes and socio-spatial segregation in Uusimaa, as the former research evidence has only documented the socio-spatial differentiation within the municipalitan core of the region. The aim is to analyze the relationship of the four different socio-economic variables of basic level education, higher education, unemployment and low income households in each school catchment area and present them with help of four different maps created in GIS. Lastly data consisting of educational outcomes from first year pupils (N=1 920) from 41 different schools in the Uusimaa region provided by Kansallinen koulutuksen arviointikeskus were analysed. The data consisted of two standardized tests, one regarding mathematics and one about the finnish language. These two tests were part of a longitudinal evaluation which started in the fall of 2018. The core finding of this study is that Helsinki is by far the area with the largest socio-economic differences between the school catchment areas in the Uusimaa region, where eastern Helsinki often displayed low socio-economic levels and where western Helsinki and southern Espoo often presented a high socio-economic level compared to the rest of the Uusimaa region. And that the educational results regarding the Finnish language had a stronger correlation with the socio-economic data compared to the mathematical educational outcomes. These findings offer new insights for Finnish educational policies and demonstrate the need for supporting schools in disadvantaged neighbourhoods in different types of urban and rural areas.
  • Rönnberg, Oskar (2020)
    Segregation is usually treated as a place-based phenomenon based on residential locations, but during the last ten years more emphasis has been put on understanding segregation as a multi-contextual phenomenon, where mobility in urban space affects the individual’s exposure to segregation. Such research has not yet been done in Helsinki, where socio-economic and ethnic segregation has been on the rise since the 1990’s, but there is anecdotal evidence of for example young people from disadvantaged neighbourhoods not being as mobile in the urban space as others. The aim of this study is to find out how socioeconomic differences and experiences from the past are linked to how people move around and use urban space in Helsinki. A survey study was carried out (N=1 266) in spring 2020 for the purposes of this research. The study is based on a self-selected sample, so the results cannot be generalized for the whole population. Spatial mobility is analyzed with four measures: which parts of the city the respondent usually moves around in, how often they visit the city center, how many of their everyday activities are located near their home, in the city center and in other neighbourhoods and municipalities, and how many of the listed places in the survey they had visited during the last year. The main research methods are linear regression, correlation analyses and statistical tests. Spatial mobility varies based on education, age, family background and mobility practices in the youth. These factors explain at most a quarter of the variance in mobility. Cultural and economic capital also correlates with mobility, but their explanatory power diminishes when education and age are controlled for. The spatial mobility is low for them who had small activity spaces in their youth, and especially for them who still live in the same neighbourhood. Those who live in the outer suburbs are among the least mobile and many of the respondents in Northeastern and Eastern Helsinki do not regularly visit Southern Helsinki. Even though there are many different factors that influence the level of mobility that are not ad-dressed in this study, the results confirm that family background and past experiences affect the individuals’ mobility practices. The results indicate that people who live in disadvantaged neighbourhoods risk exposure to segregation in different contexts of everyday life as a result of low mobility. As people with low education are underrepresented in the study, it is possible that there are some kind of immobilities in the city that have not been covered in this study. The results underline the need for more research in multi-contextual segregation and the experiences and conceptions of the city, especially regarding children and young people.
  • Päivärinta, Ronja (2023)
    Maantiede on hyvin visuaalinen oppiaine, ja erilaiset kartat ja kuvat ovat avainasemassa maantieteellisen tiedon esittämisessä ja ymmärtämisessä. Yhteiskunnan digitaalinen muutos ja teknologian kehitys ovat kuitenkin muokanneet maantieteen opetusta sekä opettajien käyttämiä materiaaleja merkittävästi. Digitaalisten materiaalien hyödyntämisestä onkin tullut maantieteen opettajille arkipäivää. Toisaalta digitaalisen materiaalin monimuotoisuus tarjoaa myös uusia mahdollisuuksia opettajille esimerkiksi opiskelijoiden osallistamisessa. Valtakunnalliset opetussuunnitelman perusteet painottavatkin nykyään maantieteessä digitaalisuutta sekä geomedian hyödyntämistä niin yläkoulussa kuin lukiossa. Tämä tutkielma on kvalitatiivinen tutkimus, jossa teemahaastatteluiden avulla on tutkittu maantieteen opettajien digitaalisten työkalujen käyttöä paikkatieto-opetuksessa sekä paikkatieto-opetuksen toteuttamisesta. Tutkimusta varten on haastateltu yhteensä 20 maantieteen aineenopettajaa. Haastattelujen perusteella opettajat käyttävät maantieteen opetuksessaan runsaasti digitaalista visuaalisuutta ja erilaisia digitaalisia työkaluja. Digitaalisten opetusmateriaalien käyttö korostuu erityisesti lukio-opettajilla. Sekä yläkoulun että lukion opettajat käyttävät osallistavassa geomedia opetuksessa digitaalisia työkaluja, kuten Googlen karttapalveluita. Toisaalta peruskoulun opettajat painottivat lukio-opettajia enemmän esimerkiksi diagrammien tai karttojen käsin paperille tekemistä. Paikkatieto-opetuksen toteutuksen kannalta sekä lukio- että peruskouluopettajat painottivat Googlen karttaselaimia. Sekä Google Maps että Google Earth olivat useiden käyttämiä työkaluja. Lukio-opettajilla korostui lisäksi vaativammat internetin karttapalvelut, kuten Paikkatietoikkuna tai jopa paikkatieto-ohjelmat, kuten ArcGIS Online. Opettajien valmiuteen käyttää erilaisia paikkatietosovelluksia vaikuttaa merkittävästi heidän oma osaamisensa. Kevyet matalan vaativuustason ohjelmat, kuten Googlen karttapalvelut, koetaan helpoiksi paikkatietoa opettaviksi alustoiksi ja työkaluiksi maantieteen opetuksessa. Vaativamman tason paikkatietosovellukset vaativat myös enemmän opettajan tietämystä sekä ymmärrystä paikkatiedosta. Tästä syystä monet opettajat kokevat ne usein haastaviksi tai hankaliksi opettaa. Sekä yläkoulussa että lukiossa myös aika ja maantieteen kurssien hektisyys ja kiire sekä muiden opetettavien maantieteen aiheiden priorisoiminen vaikuttavat paikkatieto-opetuksen toteutumiseen ja taitojen opettamiseen. Erityisesti lukio-opettajat kokevat maantieteen moduulien olevan niin täynnä asiaa, että paikkatieto-opetukselle ei jää kunnolla aikaa muualle, kuin viimeiseen geomedian moduuliin. Tutkimuksen perusteella voidaan yhteenvetona todeta, että paikkatieto-opetus toteutuu hyvin vaihtelevasti opettajasta sekä opetusasteesta riippuen. Erityisesti opettajan taidot sekä muut resurssit vaikuttavat merkittävästi siihen, millaisia digitaalisia työkaluja opettajat hyödyntävät paikkatieto-opetuksessa.
  • Forsman, Pauliina (2023)
    The green transition is necessary in mitigating climate change. However, it is not a problem-free development pathway from global justice and social sustainability point of views, as the manufacturing of green technologies require great amounts of minerals from the developing countries. Competition for mineral natural resources is creating growing pressure to increase mining activities, which in many countries involves environmental and human rights issues. This is feared to cause environmental destruction, and inhumane working and living conditions for the people in the mining areas, creating new global inequalities. To avoid this trajectory, demands for a just green transition, in which the benefits and harms of energy systems would be more evenly distributed globally, have been presented. The political pressure to implement the green transition is great. Therefore, many actors worldwide have committed to various carbon neutrality goals and cities play a key role in this. By the decision of the majority of the city councilors, also the city of Helsinki has set an ambitious goal of being carbon neutral by 2030, which requires a fast implementation of the green transition. In this master's thesis, the discussion minutes of the Helsinki city council in the years 2019–2022 were studied with an interpretative approach using discourse analysis as a method. The purpose was to find out how the green transition is discussed in the council and which factors influence the perceptions of the green transition presented there. In addition, the purpose was to research whether the council discussions propose any solutions to solve the challenges of global injustice connected to the green transition or whether those problems were recognized at all. As a result, three different discourses of unproblematic discourse, critical discourse, and must-do discourse were interpreted from the data. The unproblematic discourse viewed the green transition in a positive and/or neutral light, emphasizing the possibilities in climate change mitigation. Economic perspectives were also strongly present in this context. The identified critical discourse covered economic and social grievances related to the green transition, which were considered to be related to security of supply, economy, and ecological and social sustainability. In the third, i.e., the must-do discourse, the meaning of green technology was formed through the mitigation of climate change, which was seen threatening all life on Earth. In this view, global warming itself was seen as the greatest social and justice issue. Discourses and perceptions of Helsinki's green transition are strongly influenced by the city's way of focusing its emission calculations only on reducing the city's direct CO2 emissions. Thus, the social global effects caused by Helsinki's green transition cannot be verified with the city's current evaluation methods. Consequently, the councilors discuss the green transition from a strong local perspective.
  • Perola, Eero (2023)
    Driving speeds regardless of vehicle type are a part of almost everyone’s daily lives. The subject has been widely studied and many algorithms for determining optimal routes exist. A novel data source for this type of research is GPS-collected Floating Car Data. As positioning enabled devices have become increasingly abundant, the collection of huge amounts of data with locations, speeds and directions has become vastly more common. In this master’s thesis, I examine a type of Big Data -set of car speeds within the Helsinki area through three different viewpoints. First, I examine the driving patterns described by the distribution of data on different kinds of roads and time periods. Second, I focus on one variable, intersection density, and determine the effect it has on the change in speed and whether it is possible to conduct statistical analysis for the data. Last, I analyze the steps needed to take in order to fully utilize the variables of the data within the road network system. The results indicate that while there are clear differences in changing speed within road classes, the differences are not as clearly described by road class as they are by speed limit. Also, time of day has a clear effect where times of congestion are distinguishable. While among all road classes the mean driven speed is below the speed limit, on larger roads the mode is above the speed limit. I prove that it is possible to find numerous variables that depict speed change through novel Floating Car Data. Focusing on intersection density, the result is that at highest, within the Helsinki area, intersection density represents around eight per cent of change in speed compared to speed limit. As a final result, a method to viably use linear Floating Car Data to research intersection density and its effects is developed. As a mediate step and a side result, a workflow of modifying road network layers into segments between intersections is produced.
  • Nurmi, Marisofia (2021)
    Globally, there is a constant shortfall of financial resources in conservation, which has partially been supplemented by combining conservation and conservation-compatible businesses. Many protected and conserved areas in sub-Saharan Africa are largely funded by revenues generated within the area, mainly through ecotourism. While ecotourism revenues are bringing in money into the system, dependency on this single type of revenue source is making conservation areas – or even the whole protected area system – vulnerable to changes in visitor numbers, which are prone to different political or socio-economic disturbances (such as conflicts, economic recession, and epidemics). A sudden substantial decrease in revenues or increase in costs may threaten the existence, extent, and quality of conservation areas in terms of biodiversity conservation. Collecting and analysing economic information on protected and conserved areas can help investigate their long-term sustainability and resilience to financial threats, such as the COVID-19 pandemic and related economic outcomes. In this thesis, I assess how conservation costs and revenues vary between different types of protected and conserved areas, how financially self-sufficient they are, and how economically resilient these areas may be in the face of global changes. The analysis is based on financial data from different types of protected and conserved areas in South Africa: state-owned national parks (South African National Parks, later SANParks), provincial parks (Ezemvelo KwaZulu-Natal Wildlife, later Ezemvelo) and private conserved areas. With the use of simulation modelling and resilience theory, I discuss how potential economic resilience varies between protected areas. The findings indicate that there are significant differences in the cost-revenue structure of different kinds of protected and conserved areas, and especially between public and private. Ezemvelo receives most of its funds from the provincial government, whereas SANParks covers the majority of its costs from tourism revenues. Private game reserves again need to cover their costs independently. According to the findings, size is an important attribute to predict the per hectare net income and running costs of public protected areas but has no significant influence on those of private game reserves. For public protected areas, the running costs per hectare are significantly higher for protected areas less than 1000 hectares. Based on the economic modelling and resilience theory, I concluded that private game reserves are generally financially more viable, but their vulnerability lies in their lack of embeddedness within a larger system (e.g., a conservation organization) that could support them during difficult times and require and encourage a long-term commitment to conservation. The economic resilience of public protected areas is more closely tied to the political atmosphere regarding conservation funding: self-generated revenues form only a part of the budgets of public protected areas. In addition, protected areas which have large fixed costs and depend on high tourism revenues are likely to be less economically resilient. Because of the higher running costs and resultant sensitivity of net income to changes in costs and revenues, parks that are home to the “Big Five” species (lion, leopard, rhino, elephant and buffalo) are in a more vulnerable position in the face of disturbances, as the pandemic. To address the threats that upcoming socio-economic disturbances pose to the funding base of protected and conserved areas, more focus should be given to the economic resilience of these areas, especially in countries and occasions where the areas rely on self-generated revenues.
  • Saarimaa, Saku (2022)
    Recent studies on day-care staff have reported on problems in hiring qualified staff, and in increased resignations in existing staff. These problems are connected to an increase in workload and stress, and reduced wellbeing at work. When workload and challenges in day-care work increase, there can even be a risk of diminishing the pedagogical quality of education. The problems seem to occur differently and in different magnitudes in different day-care units, which indicates learning conditions’ possible segregation. In the case of schools, the socioeconomic status of nearby population has been noticed to affect children’s predisposed abilities to learn, and their support requirements in learning. This effect can be assumed to affect early childhood education similarly, which would lead to day-cares in socioeconomically disadvantaged areas to require extra resources and staff to compensate for the children’s increased support requirements. If those extra resources are not available, the staff will experience increased workload and stress, which will cause problems in the long term. The city is known to be somewhat socioeconomically segregated, and if this is mirrored in day-cares so that the backgrounds of children in day-cares get segregated, it may also start to affect the quality of education. In this case the unevenly distributed challenges would cause institutional segregation of learning conditions in early childhood education. The institutional segregation of early childhood education or schools has not been studied much in Finland. Earlier studies on Finnish schools have been able to explain differences between schools through differences in children’s backgrounds, and there has not been a reason to doubt the institutional equality of schools’ quality. The basic principle of the Finnish early childhood education and school system is to provide every child with equal conditions and opportunities to grow and learn. These equal conditions equalise segregation in the population by offering equally high-quality education in both disadvantaged and well-off areas of the city. However, if the segregation of children’s backgrounds is accompanied by the segregation of learning conditions in day-cares, there is a risk of the cumulation of both socioeconomic disadvantage and lower quality of education. In this case, the quality would decrease exactly where it would be most needed. In my thesis I study whether there is differentiation in problems related to hiring or keeping staff in the day-cares in Helsinki, through the numbers of resigned and unqualified staff in each unit. I also look at whether this segregation of day-care units is at all related to the socioeconomic segregation of the city’s population. In the study I utilize HR data from the city of Helsinki and socioeconomic population data from Statistics Finland, which I join onto spatial data of day-cares’ locations. I use this combined dataset to study the segregation of day-cares and its connections to socioeconomic segregation using quantitative statistical methods and spatial analysis methods. The results indicate that there is perceivable segregation in the staff of day-cares in Helsinki, but socioeconomic segregation is able to statistically explain the patterns only slightly. Therefore, mostly other phenomena seem to cause the differentiation in staff related problems, but these phenomena are not yet known. In terms of institutional segregation, the early childhood education system in Helsinki seems to still be quite equal. However, more knowledge about the subject is needed, because both the results in this study, as well as previous studies show some worrying signals pointing to the possibility of institutional segregation. In addition, intense public discourse around the topic of early childhood education, and a wide-ranging worker’s strike, including day-care staff, seem demonstrative of the seriousness of these challenges in day-cares.
  • Kokkonen, Maija (2019)
    European Union is a notable political actor that strives for governing and producing EU territory through spatial policies and planning. So far, spatial planning has been a technology to govern the terrestrial environment, but now marine space is seen as the new frontier of spatial planning. In 2014, EU has given a directive of maritime spatial planning (MSP), which aims to that every coastal member state had established spatial planning practices to their national marine areas by 2021 according to EU’s spatial agendas. The MSP has been looked at as a managerial tool helping to enhance the ecological condition of the seas, but not as a policy that produces spatiality. In this research, EU’s MSP policy is used as to research Europeanization of space in ‘EU’rope. The aim of this research is to interpret how understanding of ’EU’rope as a territorial entity is shaped through the structure of the maritime spatial planning policy and the meanings attached to it, in order to create a perception of the future development of EU and marine areas in general. The research is conducted from a social constructionist approach as an interpretive policy analysis. The concept of policy integration is in-built to MSP and is used as an indicator to Europeanization in this study. The policy integration effort is seen to steer social networks of actors that create the MSP in practice. Therefore, semi-structured theme interviews were conducted to the actors carrying out the MSP process in Finland. These actors’ understanding of the Finnish MSP is seen to construct ‘EU’ropean space in and through the domestic MSP process. Accordance with the hermeneutic traditions, comprehensive contextualization is conducted in this research in order to understand the maritime spatial planning policy. The research suggests that the spatiality and territoriality of marine areas produces different kind of planning practices than is seen in the terrestrial environment. The EU’s MSP policy is a policy tool for the EU territory, but at the same time, it is used as a tool to carry out domestic regional objectives as well. In Finland, the coastal Regions have benefitted from MSP and gained more power over the Finnish marine territories and the MSP may be used as to reinforce Regional planning. By adopting MSP policy, EU has changed the spatial governance structure of marine Europe. It has transformed heterogenic marine areas in Europe into single entity in order to be spatially governable by EU. These spaces have therefore been submitted under larger decision-making processes than before and EU is able to harness the national marine territories for the benefit of the whole Europe, and mainly due increasing economic growth in the territory. By means of policy integration efforts, the MSP creates new kinds of socio-spatial dimensions to Europe in where political bargaining over domestic marine spaces becomes a norm for the domestic maritime spatial planners. The research suggests that the territorial policy integration efforts reinforce the objectives of the EU directive in transnational collaboration, and this new platform of negotiation can be predicted to unify neighbouring domestic planning practices and goals in some extent.
  • Dok, Matilda Carol (2020)
    Abstract This thesis explores the everyday spatial practices in the gentrified and micro-segregated Eastleigh, Nairobi. Gentrification is one of the most important aspects of urban studies, as well as social geography contributing to significant socioeconomic changes in many metropolitan cities in the world. Although the emerging empirical studies indicate socioeconomic impacts of gentrification, less research has been conducted to examine social and economic interaction in gentrified spaces in the Global South. Additionally, there are limited studies on how cultural diversity influences gentrification. In the case of a diversified neighbourhood, such as Eastleigh, assessing the effects of culture on gentrification is significant. Therefore, this study aimed to see by observing and interviewing residents, whether the developments in Eastleigh can be analysed and interpreted through the theoretical framework of gentrification and micro-segregation. The study used descriptive research to build on literature and graphics to collect data on gentrification indicators and socioeconomic interactions. The qualitative part of the study entailed observation, questionnaire survey, and key Informant interviews, while quantitative analysis was based on the graphical presentation of data. The outcomes of the study strongly suggest that an increase in the housing variables, the influx of wealthy population, increased employment, and shift in consumption trends are the significant indicators of ongoing gentrification in Eastleigh. The empirical studies indicate that social interactions in gentrified spaces appear to be marginalized due to cultural differences that have a strong impact on social and economic agents. The review made similar observations regarding social interactions between the new-comers and the long-time residents. The results of the study also found out that the reason for social and economic inequalities among the residents and the gentrifies was cultural differences which hindered access to social and economic services. However, since this study is one of the initial studies on gentrification in Eastleigh, Nairobi, more and in-depth studies are recommended
  • Dovydaitis, Emily (2021)
    Finland and Estonia form a cross-border region in Europe. Unlike other cross-border regions, which share a land border with their neighbor, Finland and Estonia are separated by the Gulf of Finland. The distance is close enough to facilitate regular travel by ferry on a weekly or monthly basis, but for Estonian immigrants living in Finland, daily commutes are unlikely. Given that Finland is the top migration destination for Estonians, the cross-border region of Estonia-Finland poses an interesting case study. In this thesis, the integration and transnationalism of Estonians living in Finland are studied through a spatial mobility lens. First, a theoretical framework is proposed to facilitate empirical research. The framework jointly examines integration and transnationalism by partitioning them into separate domains: social, structural, cultural, civic & political, identity, and spatial. The aim of the framework is to narrow the socio-spatial gap in migration literature, by focusing on the interwoven nature of the social and spatial perspectives. Using data from a comprehensive survey about Estonian immigrants living in Finland, the proposed theoretical framework is operationalized for multiple correspondence analysis (MCA). Three MCA analyses are performed: 1) social integration with host society (Finland), 2) social transnationalism with the sending society (Estonia), and 3) spatial transnationalism between the host society (Finland) and the sending society (Estonia). MCA results show that transnationalism and integration vary both across and within domains. MCA results are connected to one another using correlation analysis and general linear model (GLM) analyses. Correlation analysis and GLM demonstrate that for the study population, integration in the host society and transnationalism with the sending society are inversely associated. This inverse relationship carries over into the spatial domain and can be seen based on which country an immigrant does certain activities (e.g., visiting family, working, accessing healthcare, enjoying leisure time). Immigrants with strong social connections to the host society are more likely to do activities in Finland whereas immigrants with strong social connections to the sending society are more likely to do activities in Estonia. Some immigrants exhibit a multilocal mobility pattern, in which they do activities equally in both Estonia and Finland.
  • Ojaranta, Arja (2022)
    The subarctic ponds of northern Fennoscandia are often clear-water, fish-free and oligotrophic (relatively low primary production). The ponds in the area are useful physical geography research sites, as the human impact in these areas is relatively small. These ponds are often phosphorus-limited and serve as good indicators of air pollution. Understanding and anticipating changes in water chemistry is particularly important for both the people and the ecosystems in the region. Changes in these ecosystems due to the climate change, for example, can be harmful. The effects of the climate change are and will continue to be strongest in arctic and subarctic areas. The current relatively short growing season is lengthening, so habitats and vegetation zones will either relocate or, alternatively, organisms and plants will have to adapt to the changing conditions. Yet many of the cold-water endemic species worldwide will become extinct. The aim of this thesis was to focus on the biomass of benthic algae growing on the rocks of subarctic ponds. These cyanobacteria, green algae, and diatoms are important primary producers in subarctic ponds and an important part of the food web in these waters. The biomass in this thesis refers to the actual amount of benthic biomass expressed by the amount of dissolved nutrients (not their theoretical, potential amount). The aim of the thesis was to find out how well the physical variables (pond area, average water temperature of the last month of measurement and median solar radiation) and chemical variables (water metal and nutrient concentrations, pH, and conductivity) explain the benthic biomass of subarctic ponds. The Kilpisjärvi area is the only area in Finland that belongs to the old Caledonian orogeny range in the northern part of Fennoscandia. All these 39 ponds were studied, and they are located in Kilpisjärvi in Finnish Lapland, in the areas of about 30 km² of Malla Strict Nature Reserve and about 40 km² of Ailakkavaara, at altitudes of 486–882 m a.s.l. Some of the ponds are located above and some below the tree line. Water samples were collected in August 2020, when data from continuous temperature and radiation meters installed in the late summer of 2019 were also read. During the sampling of the ponds, the biomasses of epilithic, rock-bearing benthic algae groups were measured with a BethoTorch field device and a water pH with a YSI PRO field meter. Water samples were analyzed for metal concentrations by ICP-MS and nutrient concentrations by IC. The results obtained after this spectrometric and chromatographic laboratory analyzes were analyzed statistically, including by means of a generalized linear model (GLM). The water chemistry of the ponds and the biomass of benthic algae are affected by many biotic and abiotic factors. Among other things, geographical location, topography, and climate (in the polar region or the equator) affect both water chemistry and pond biomass. The total metal concentrations in the studied ponds ranged from about 20 to 220 μg/l and the nutrient concentrations from about 2 to 17 mg/l. Based on the results, the chemical variables explained the occurrence of 57 % diatoms, 56 % green algae, and 27 % cyanobacteria, and the physical variables explained 28 % diatoms, 8 % green algae, and 4 % cyanobacteria. According to the F-test, of the chemical variables, the metal concentrations in the water played the largest role in the biomass of benthic algae. The pond area had the largest impact from the physical variables. Surprisingly, nutrients did not appear to play much role in the benthic biomass, although the literature suggests that. The warmer the water, the more likely cyanobacteria are the dominant species and the colder the water more likely are diatoms. This is because the growth peak of cyanobacteria coincides with the warmest time of the year, late summer, and diatoms in springtime immediately after the break-up of ice. The advantage of the BenthoTorch instrument was it is ease of use and speed of measurement, but more specific results could have been obtained, for example, by microscopy of the abundance of the benthic species. In the future, special attention should be paid to the stabilization of chlorophyll-a concentrations in the measurement of benthic algae biomasses. This could produce results that are more consistent and comparable.
  • Jokinen, Ari-Pekka (2021)
    Glaciers and ice caps (GICs) excluding Greenland and Antarctic ice sheets account for large proportion of potential future sea level rise and are losing great amount of their mass in high confidence by 2100. Glacier elevation change observations covering whole Greenland’s GICs are limited to the 21st century and regional geodetic mass balance estimates are scarce. Recent development of photogrammetric software and rediscovery of old aerial photographs has been increasingly used to extend temporal resolution of glacier change studies. Besides for extended mass balance observations, historical photographs may be used in observing glacier surge events to improve their coverage in glacier inventories. In this study, 320 historical aerial photographs from 1953/1954 were photogrammetrically processed to create new digital elevation model (DEM) of the 1953 surface. Comparing the 1953 DEM with 1985 and 2016 DEMs extended the geodetic mass balance records on Nuussuaq peninsula to 63 years. Moreover, differenced DEMs were used with orthophotomosaics to identify glacier surface changes and advances and their possible relation to glacier surges. The study also explored the usage of Open Global Glacier Model (OGGM) with user defined input data for simulating future glacier changes in small scale regional setting. The geodetic mass balance results showed clear change from near equilibrium mass balance in 1953-1985 to overall mass loss in 1985-2016. Glacier surface lowering was found to shift to higher elevations along with the change to negative mass balance and occurred throughout the elevation range in 1985-2016. In contrast to generally retreating glaciers, advancing and/or surface elevation increases at the glacier fronts with glaciomorphological evidence of surging were observed on 5 glaciers. OGGM model is easily applicable for smaller regions but correcting the OGGM calibration with a fit to the geodetic mass balance data didn’t provide explicit result of the re-calibration efficiency. Historical photographs provide source to extend geodetic mass balance estimates and means to observe past glacier changes in more detail. Therefore, their incorporation in glacier change studies should be continued and create consistent datasets over larger regions. More research is needed with additional reference data to assess the reliability of the OGGM performance on a region without the reference data from default reference glacier network and the effect of re-calibrating with geodetic fit.
  • Johanson, Jorunn (2021)
    Geodiversity, the natural abiotic variety of the Earth’s surface, is an essential part of natural diversity and plays an important role in providing the abiotic ecosystem services that all life depends on. Geodiversity is increasingly threatened by human activities and climate change, and consequently there is a growing importance of including geodiversity in decision-making. However, there is still a lack of studies assessing the spatial variation and key drivers of geodiversity, especially in high latitude and altitude areas, and this study, therefore, aims to contribute to an improved understanding. In this study, the geodiversity of a subarctic mountainous area in Northern Norway was mapped using remotely sensed data and applying a grid-based approach. The spatial variation of geodiversity was assessed using five different measures, and the relationships between geodiversity and several topographical parameters were analysed using correlation analysis (Spearman’s rank correlation, RS) as well as both univariate and multivariate linear regression. The vertical variation of geodiversity was also examined to analyse the variation of geodiversity along altitudinal gradients. A total of 54 geodiversity elements were observed in the study area and the number of elements per grid cell varied from 7 to 36. Four of the geodiversity measures correlated strongly, resulting in relatively similar spatial patterns of diversity. Higher values tended to follow the valley systems and cluster in the vicinity of rivers and larger streams. Topographically diverse grid cells, containing both steeper slopes and smoother areas, also contained a higher diversity. Low diversity occurred mainly on the highest elevations as well as on the steepest slopes. The majority of the univariate relationships between the measures of geodiversity and the topographical parameters were statistically significant, although the correlations generally were relatively weak. The regression models further confirmed the relationship between topography and geodiversity, and revealed various statistically significant relationships, as well as the presence of both linear and unimodal relationships. Higher geodiversity generally occurred in topographically heterogeneous landscapes, as well as in the vicinity of rivers and larger streams, where both erosion and accumulation processes are prominent, leading to a great variety of geomorphological elements and soil deposits. The summits and slopes of the mountain massifs, on the other hand, displayed a lower geodiversity. In these areas, erosion is significant, but accumulation processes are lacking. Furthermore, the hydrological diversity is generally low there. The vertical patterns of geodiversity were related to the spatial patterns since total geodiversity decreased steadily as mean elevation rose above 600 m a.s.l. The influence of topography on geodiversity patterns could also be seen in the statistically significant relationships between several topographical parameters and the geodiversity measures. There was, however, some variation in the strength of the correlations, and the weaker relationships can partly be explained by the contradictory effect of slope angle and elevation on geodiversity. These patterns were further confirmed by the fact that the regression models revealed not only linear, but also unimodal relationships between the topographical parameters and geodiversity. Although topography seems to have an important effect on all geodiversity measures, there is some variation in which topographic parameters are the most important for the different measures. To conclude, this study of a northern high latitude mountainous area shows that high geodiversity occurs in the vicinity of rivers and larger streams, as well as in landscapes with a varied relief. Topography has a statistically significant influence on geodiversity, although the magnitude and direction of the effect varies between the elements of geodiversity. To facilitate the incorporation of geodiversity in education, land use planning, resource management and nature conservation, more research is still required about the patterns and drivers of geodiversity.
  • Oittinen, Antti (2023)
    Pääsääntöisesti maaperän keinotekoisen kuivattamisen seurauksena muodostuneet happamat sulfaattimaat ovat ympäristön kannalta erittäin ongelmallinen maaperätyyppi. Niiden ongelmallisuus johtuu sulfaattialueiden maaperässä esiintyvistä rautasulfideista, jotka vapauttavat hapettuessaan maaperään sulfaattia. Kun sulfaatti liukenee maaperän veteen, muodostuu hyvin hapanta rikkihappoa. Maaperän lisääntynyt happamuus liuottaa maaperästä runsaasti eri metalleja, joilla voi etenkin voimakkaaseen happamuuteen yhdistettynä olla hyvin haitallisia vaikutuksia esimerkiksi vesistöjen ekologiselle tilalle, ja akvaattisille eliöille. Sulfaattimailta huuhtoutuu happamuutta ja metalleja kuitenkin hyvin episodimaisesti, tyypillisesti korkean valunnan aikaan, syksyisin ja keväisin. Tämän seurauksena sulfaattimaiden aiheuttamat vesistövaikutukset vaihtelevat ajallisesti hyvin paljon. Jos sulfidipitoisia maaperäkerroksia ei alun perin kuivatettaisi, eivät maaperän rautasulfidit hapettuisi, eikä happamia sulfaattimaita tai niiden aiheuttamia ympäristöongelmia muodostuisi. Tämä tutkimus toteutettiin Etelä-Pohjanmaan alueelta, valuma-alueiltaan pääsääntöisesti joko osittain tai kokonaan mahdollisilta sulfaattimaa-alueilta sijainneista ojista ja puroista vuonna 2019 kerättyjen vesinäytteiden ja mitattujen veden fyysiskemiallisten suureiden pohjalta. Tutkimuksessa oli 42 näytepistettä, joille rajattiin valuma-alueet 10x10 metrin korkeusmalliin perustuen. Tilastollisessa tarkastelussa pyrittiin selittämään tutkittujen näyteuomien pH-arvon ja sinkin pitoisuuksien vaihtelua GLM-mallien ja korrelaatiopohjaisen tarkastelun avulla, etenkin tutkittujen valuma-alueiden eri maankäyttömuotojen, ojitusmuotojen ja sulfaattimaiden esiintymistodennäköisyyden näkökulmasta. Tutkimuksessa tarkasteltiin myös mitattujen vedenlaadun muuttujien selittävyyttä pH-arvon ja sinkin pitoisuuksien suhteen. Lisäksi tutkimuksessa kartoitettiin tutkituilta valuma-alueilta vapautuneen happamuuden voimakkuutta ja metallien pitoisuuksia, ja selvitettiin pH-arvon kykyä selittää 14 eri metallin pitoisuuksien vaihtelua GLM-mallien avulla. Tutkimuksessa havaittiin, että tutkituilta valuma-alueilta vapautui tiettyjä metalleja (Fe, Mn, Zn, Ni, Co) korkeina pitoisuuksina, ja joidenkin tutkittujen uomien vesi oli myös hyvin hapanta (pH 3–4). GLM-mallinnuksessa eri maankäyttömuuttujat, ojitusmuodot ja sulfaattimaan esiintymisen todennäköisyys selittivät kuitenkin vain pienen osan pH-arvon vaihtelusta, kun taas veden sähkönjohtavuuden ja liuenneen aineksen pitoisuuden tilastollisesti hyvin merkitsevä kyky (p < 0,001) selittää pH-arvon vaihtelua viittasi sulfaattiperäiseen kuormitukseen tutkituilla valuma-alueilla. Sinkin pitoisuuksien vaihtelua pystyttiin selittämään pääosin vahvemmin kuin pH-arvon vaihtelua, mutta tulokseen vaikutti sinkille ennen GLM-mallinnusta suoritettu logaritmimuunnos. Sinkin pitoisuuksien vaihtelua selittivät parhaiten valuma-alueen muuttujista peltojen ja suuren/kohtalaisen todennäköisyyden sulfaattimaiden osuus valuma-alueen pinta-alasta, sekä salaojien määrä. Vedenlaadun muuttujista sinkin vaihtelua selittivät parhaiten liuenneen aineksen pitoisuus, veden pH-arvo ja sähkönjohtavuus, mikä osoitti sinkin korkeiden pitoisuuksien olleen sulfaattiperäisen happamuuden mobilisoimia. pH-arvon vaihtelulla voitiin myös selittää suuri osuus tutkimuksessa tarkasteltujen 14 eri metallin pitoisuuksien vaihtelusta, ja molybdeenia lukuun ottamatta kaikkien tutkimuksessa tarkasteltujen metallien pitoisuudet kasvoivat pH-arvon laskiessa. Tutkimuksen tulokset osoittivat selkeän yhteyden sulfaattimaiden aiheuttaman happamuuden ja metallipitoisuuksien välillä Etelä-Pohjanmaan sulfaattialueilla sijaitsevissa uomissa. Vaikka pH-arvon tai sinkin pitoisuuksien vaihtelusta ei voitu selittää suurta osuutta valuma-alueen muuttujilla, viittasivat tulokset sulfaattiperäiseen kuormitukseen ja siihen, että etenkin pohjaveden pinnan tasoa laskeva salaojitus ja peltojen osuus valuma-alueesta kasvattivat happaman ja metallipitoisen huuhtouman määrää. Tulokset korostavat happamien sulfaattimaiden aiheuttamaa kuormitusta ja niistä seuraavien ympäristövaikutusten merkitystä vesistöille ja niiden ekologiselle tilalle. Kokonaisuudessaan tutkimuksen tulokset tuovat esiin tarvetta löytää sulfaattialueiden viljelyyn kestäviä ratkaisuja, jotka voisivat rajoittaa sulfaattiperäisen kuormituksen muodostumista ja edistää vesiekosysteemien terveyttä ja ekologista tasapainoa.
  • Metsalo, Vilhelm (2021)
    The cooperation between Finland and Estonia is most visible in the collaboration between the capitals of the countries. The twin city development of Helsinki and Tallinn and the planned tunnel infrastructure between the cities have caused societal debates in both countries. The societal debate on the themes gained new importance when Estonia became part of the EU and NATO in 2004. The tunnel infrastructure connecting the cities became a major news topic from the mid-2010s onwards, and it was also an important part of news coverage regarding the cooperation between the countries. The progress of the public and private tunnel projects sparked interest in the major daily newspapers in both countries. The theoretical background of the thesis is based on the theories of cross-border cooperation, twin cities and spatial planning. The theoretical framework of the thesis revolves also around the strategic framing and anchor infrastructures used in the media as part of territorial cohesion. Discursive framing and regional branding in the media are both important parts of regional formation. The aim of the study was to find out the discourses used in framing the twin city and tunnel connection in the largest daily newspapers of Finland and Estonia. The conclusion of the dissertation is that geographical reality can be interpreted by studying discourses and societal significance. Media discourses convey a broader societal debate on the topics. The material of the study was articles in the online publications of Helsingin Sanomat and Postimees from 2004-2020. The study examined the articles according to the framework of content analysis and critical media discourse analysis. The study examined the forms of discursive framing through media discourses. Based on the data analysis, the tunnel infrastructure is a more newsworthy topic than the twin city. The tunnel plays an important role in shaping the discourses in the research material. The tunnel is framed as a foundational part of the twin city and wider regional context. The tunnel connection gains relevance by forming the area and enabling growth. Improving accessibility and connection to Central Europe are major parts of the Finnish tunnel discourse. Economic perspectives are part of the discourse in both journals. Major political actors in both countries, such as ministers and mayors, are most prominently present in the research material. Political agency is embodied in the framing of anchor infrastructure. The entry of the privately funded tunnel project in 2016 changes the themes of the articles. The private tunnel project is causing occasional opposition from countries’ politicians and officials, manifested in confrontation represented in the media. In Finland the criticism of the private project is focused on the alignment of the tunnel, whereas in Estonia on security policy concerns caused by foreign funding. The largest daily newspapers in Finland and Estonia serve as a platform for the societal debate. Their articles delimit and frame the topics of societal debate. The means of strategic framing and raising the news value of the topic become the focus of the research material as the media focuses more on the tunnel connection after the mid-2010s. The discursive framing of the twin city takes place through a tunnel infrastructure. The discursive framing that emerges in the media reflects the geographical significance of different actors.
  • Sallasmaa, Christa (2021)
    The topic of this thesis is participatory budgeting and its connection to the discussion between neoliberalism and participatory governance in the context of city development. Helsinki started its own model of participatory budgeting in 2018 and has pledged to continue the concept in the future. I examine whether Helsinki’s participatory budgeting has the potential to support the ideologies of neoliberalism or participatory governance. In practice, I am exploring the views from the city government and active members of Helsinki’s neighborhood associations. Neighborhood associations had a significant role in the original participatory budgeting of Porto Alegre. I used interview and qualitative survey to collect my data. Neoliberalism has influenced the inequality between regions and the so-called crisis of democracy. Direct involvement of citizens is seen as a solution to these problems. Neoliberalism and participation have a paradoxical relationship: they have received similar criticism. In participatory governance participation means deliberative decision-making based on exchange of knowledge, but in neoliberalism participation can be a rhetoric tool to cover up actual decision-making or a city branding technique. Porto Alegre’s original model of participatory budgeting is seen as a part of participatory governance, but many of the international models seem to be more compatible with neoliberal ideology. The city government has not reserved enough resources to the participatory budgeting. The execution was rushed and showed signs of rationalization. According to the interview and the qualitative survey, inequality between regions might be the downfall of Helsinki’s participatory model. The active members of neighborhood associations see the benefits of participation budgeting but only from the perspective of certain regions. Currently, Helsinki’s participatory budgeting works better as a branding technique than as a method of decision-making. It seems to be more compatible with neoliberalism than participatory governance.
  • Toikka, Akseli (2019)
    Urban vegetation has traditionally been mapped through traditional ways of remote sensing like laser scanning and aerial photography. However, it has been stated that the bird view examination of vegetation cannot fully represent the amount of green vegetation that the citizens observe on street level. Recent studies have raised human perspective methods like street view images and measuring of green view next to more traditional ways of mapping vegetation. Green view index states the percentage of green vegetation in street view on certain location. The purpose for this study was to create a green view dataset of Helsinki city through street view imagery and to reveal the differences between human perspective and aerial perspective in vegetation mapping. Street view imagery of Helsinki was downloaded from Google street view application interface. The spatial extent of the data was limited by the availability of street view images of summer months. Several green view maps of Helsinki were created based on the green view values calculated on the street view images. In order to understand the differences between human perspective and the aerial view, the green view values were compared with the regional land cover dataset of Helsinki trough linear regression. Areas with big differences between the datasets were examined visually through the street view imagery. Helsinki green view was also compared internationally with other cities with same kind of data available. It appealed that the green view of Helsinki was divided unequally across the city area. The lowest green view values were found in downtown, industrial areas and the business centers of the suburbs. Highest values were located at the housing suburbs. When compared with the land cover, it was found that the green view has a weak correlation with low vegetation and relatively high correlation with taller vegetation such as trees. Differences between the datasets were mainly concentrated on areas where the vegetation was not visible from the street by several reasons. Main sources of errors were the oldest street view images and the flaws in image classification caused by other green objects and shadows. Even though Helsinki has many parks and other green spaces, the greenery visible to the streets isn’t always that high. The green view dataset created in this study helps to understand the spatial distribution of street greenery and brings human perspective next to more traditional ways of mapping city vegetation. When combined with previous city greenery datasets, the green view dataset can help to build up more holistic understanding of the city greenery in Helsinki
  • Kivikko, Tommi (2022)
    Glacial meltwater potholes are cylindrical and often remarkably smooth-walled pits in the bedrock, formed as a result of the evorsion caused by eddy currents of water released by the melting of the continental glacier, and possibly also by the cavitation due to the meltwater rushing to a glacial moulin or crevasse. This study examines how the location, topography, orientation according to the direction of ice movement, bedrock and the distance from the fault lines and eskers explain the occurrence and abundance of potholes in the province of Uusimaa in southern Finland. This study also provides a unified database of potholes that have been found in Uusimaa, which have not been compiled to this extent before. The research material with location and characteristic data was collected in July-October 2020 and in May-June 2021. A total of 320 potholes were selected for the research group, of which 206 were determined from fieldwork and 114 from source data. There were a total of 116 sites around Uusimaa, where the number of potholes varied from one to twenty (1–20). Moreover, especially in the archipelago spreading off the southern coast of the study area, there are numerous potholes marked only in sporadic old articles. As some potholes were located in areas that were too difficult to reach or in private yards, for example, the work also required the use of databases and reports published by research institutes and municipalities. The above-mentioned sources were also utilized in the field when searching for potholes and later in slope and distance analyses. In addition, one hundred (100) comparison sites were drawn from somewhat evenly across the study area in order to interpret how the location and characteristic data of pothole sites differ from rock formations where potholes are not known to occur. The location and characteristic data of pothole and comparison sites were compiled into a material. Based on the data, diagrams as well as regression and correlation analyses were made to visualize the results and their interrelationships, and statistical models (generalized linear model, GLM) were used to model several variables simultaneously. The results showed that many physical geography-related factors simultaneously affect the occurrence and abundance of potholes. Since potholes are glaciofluvial landforms, they often occur in north-south or northwest-southeast queues because these directions are equivalent to the direction of ice movement. The proximity of bedrock faults of tectonic origin strongly explains the occurrence of potholes, as the faults, like glacial moulins and crevasses, were favourable locations for meltwater flows. On average, there are more potholes in the sites located on the lee sides (downstream sides) compared with those on the stoss sides or central parts, because there were cavities and cracks as well as more space between the ice and the rock in the rough and plucked lee sides. The thin, non-uniform soil and the abundance of rock outcrops have led to the discovery of many more potholes in the lower southern parts of the study area and especially in the archipelago than in the higher northern parts. A significant proportion of potholes, which were not known to be located near bedrock faults, were located in the archipelago. In contrast, inland potholes typically occurred in steeper and rugged terrain near the fault lines. However, there was a weak negative correlation between the proximity of the eskers and the occurrence of potholes, which is probably due to the fact that the formation of potholes requires faster flows in glacier rivers than the formation of eskers. Most of the potholes in Uusimaa are quite small, up to about 120 centimetres in diameter and depth, but approximately one in eight potholes were more than three (3) meters deep or wide. The steepness of the slope was most strongly associated with the occurrence of large potholes. Potholes formed on rock consisted of granodiorite were, on average, larger than potholes formed on microcline granite, probably due to the granodiorite minerals are more prone to dissolve.