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Browsing by discipline "Geography"

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  • Kekez, Vladimir (2015)
    In the world of globalization immigration processes represent consequence of the search for better life. Every year more immigrants are coming to stay and live in Finland. Understanding patterns of living, spatial locations and clustering of this specific population becomes important and integral step towards integration of immigration population in society. Studies of immigration population conducted in Finland and Helsinki Metropolitan Area are mostly done with descriptive statistical methods mostly employed for describing social patterns and participation of immigrant population within the whole population. Employment of inferential statistical methods, spatial statistical methods, precisely Exploratory Spatial Data Analysis (ESDA methods), specifically Global and Local Moran's Index is becoming extremely important because of the quantitative and qualitative results which can be gained. This thesis is consisted of analysis of immigrant population patterns, conducted by Global and Local Moran's Index used by ArcGIS and GeoDa software. ArcGIS is a market leading, commercial GIS package for computation, analysis and production of different sorts of GIS analysis and results. Spatial statistic toolbox, as integral part of ArcGIS software package is used for interpretation of spatial statistics results (maps, graphs, reports etc.), which can be obtained, by use of several different methods. GeoDa is non-commercial software, relatively new in GIS practice in Finland, focusing specifically in spatial statistics analysis. It is used for manipulation and operationalization of spatial data analysis, designed for implementation of different and unique (Bivariate Moran's I, etc.) ESDA techniques. Both software are computing comparable but different results, quantitatively and visually. For global measurements of spatial autocorrelation and presence of clustering within analyzed area Global Moran's Index is employed. Local measurements and for mapping of possible cluster and outlier occurrences (Anselin Local Moran's Index) is being used. Employment of weight matrix produced in ArcGIS and GeoDa is allowing creation of conceptualization of spatial weight matrix on the same principles in ArcGIS and GeoDa. Conceptualization of weight matrix in the case of lattice data with shared border is contiguity concept. Contiguity concept is using queen concept for defining neighbors, because it allows bigger analyzing capacity. Both software are using same statistical equations but outcome results are showing variety of differences, because of the differences in computing, presenting and visual displaying of the results. GeoDa is producing more significant statistical and visual results. The task is to test and compare computational, visual and analytical capabilities and possibilities of both software and analyze quality of outcome results (maps, diagrams, box plots, etc.) Data on immigration population is provided by HSY (Helsingin Seudun Ympäristö) with the lattice grid level size (1x1km, 500x500m, 250x250m). Purpose of my thesis is also to analyze lattice data with new square grid sizes (50x50m), which are inputting more specific local area inputs for location of local spatial autocorrelation and hot spot activities. Creation of new lattice size is motivated by conceptualizing of the data which is aggregated on the building level (Pks_vaki). Main motive is to try to detect new trends in development of clustering and clusters of immigrant population in Greater Helsinki, formulate and impose scale and area size from a different perspective. Results are informing about undetected process of clustering in the central areas of Helsinki not noticed in the previous studies of immigration population. They are offering different perspective on the problem of clustering of immigration population in Helsinki Metropolitan area.
  • Häkkinen, Anu (2017)
    Kawah Ijen is the picturesque crater of the Ijen volcano located in Eastern Java, Indonesia. However, it is not just any volcano crater, as it happens to be the locus of labour-intensive sulphur mining operation. Each day up to 15 tons of sulphur is extracted from the Ijen crater by the 350 men working as manual miners. These men carry even 100 kilogram loads of sulphur out from the crater with bare brawn and the work is with no doubt burdensome. Kawah Ijen's natural beauty has also caught the interest of tourists', and the crater has become commodified as a tourism destination, visited by hundreds of international tourists each day. Thus the storyline of this master's thesis is two-fold. The first research objective scrutinizes the Kawah Ijen sulphur mine from a commodity chain perspective, emphasizing the tough work the sulphur miners have to bear in order to satisfy the needs of the consumers at the end of the chain. The second, and the essential objective of this research in turn interrogates how the presence of the sulphur miners has become also an inevitable part of the Kawah Ijen tourism experience. In this the aspiration is to elucidate how the sulphur miners have become aestheticized as a Global South tourism attraction. In other words, this research aims to interrogate the peculiarity of this reality, by exploring how both trade and culture, and human and commodity mobilities are entangled and enshrouded within the crater of the Ijen volcano. In human geography, a research framework of 'Follow the thing' has been adopted by scholars in order to study the geographically far-flung production chains of consumer goods. As a framework it aims to make critical political-economic connections between the consumers and distant, and often also underprivileged, producers. In this Marxist-influenced undertaking emphasis is placed particularly on commodity fetishism. This notion has been mobilized to illuminate how consumers have become alienated from the means of production, in their symbolically-laden everyday consumption. As sulphur is a raw material needed in the production processes of many goods such as white sugar, fertilizers, medicines, and rubber, this research shows how these commodities were 'followed' into their origins to this particular sulphur mine. During a period of field work, a method of participant observation was utilized to get contextual understanding of this production site. The initial research objective is therefore to make connections and create awareness of the inequalities within commodity production networks. In the final research objective of this master's thesis, a postcolonial approach is mobilized to critically interrogate this initial setting, in which the miners are seen as poor and stagnant producers. Thus the Kawah Ijen tourists are taken under lens in order to gain understanding of this touristic encounter nuanced with cross-cultural and socio-economic differences between the tourists and the miners. Therefore the setting of Kawah Ijen will not only be observed as a place of production, but also as a site - and object - of consumption. By analysing blogged travel stories written by the tourists themselves, this research aims to illuminate what the tourism experience of the Kawah Ijen is about in the realm of consumption. Special attention is given to how the encounter with sulphur miners has become a constitutive part of the adventurous and authentic tourism experience of Kawah Ijen. The blog post analysis on the Kawah Ijen tourism narrative shows how the imaginaries of the sulphur miner as the 'Other' are adhered to, as the tourists construct their travel identities, make meaning of their experiences and finally represent their experience to the outside world. Finally this research aims to make ruptures to Global South fetishism by elucidating how the Kawah Ijen sulphur mine has become both commoditized and fetishized in its own right. In this fetishzation process the sulphur miners are depicted as poor and primitive, which as categories act as symbols for authentic tourism consumption in the social frameworks of the tourists. However, the aim is not to demonize the tourists, but to give recognition to the nuanced personal and social realities they are embedded in their consumption. Hence, the tourism experience of Kawah Ijen is constructed through a point of view more sensitive to the subjective negotiation of authenticity. It is argued that the Kawah Ijen tourism experience is a process in which the meaning of the experience is negotiated in a wider framework, which is vicariously embedded in postcolonial discourse. Finally, it is concluded that although there is some unequal power relations at presence in the tourism consumption of Kawah Ijen, the tourism can be the means to make more sustainable living for the miners. The leapfrog from the mining to tourism has to be only carried out in a deliberate way with respect to all of the stakeholders.
  • Svaetichin, Irina (2016)
    The Baltic Sea is a popular cruising area during the summer months (April till September) with international cruise lines. During these months cruising ports of the Baltic Sea handle the cruise ship generated waste. As the cruising business has been rapidly growing the waste streams has become larger. Present laws and regulations prevent most discharges into the Baltic sea. According to these regulations a ship has to discharge all waste at the port of call produced on board since last port of call. Thus, ports have different waste management strengths and weaknesses. Therefore, it is here argued that an updated collaboration among the ports where individual ports would be specialized in specific types of waste handlings ought to benefit the environmental work of the port and the cruise lines and thus also the environment. The thesis will through experts' ideas and opinions from each port study whether an updated waste management can be introduced in the ports of the study. The individual ports are Port of Helsinki, Port of Tallinn, Ports of Stockholm and Copenhagen Malmö Port. Cruise ship generated waste has been study to some extent around the world, but there are only a few studies in the Baltic Sea area. Secondary data and semi structured thematic professional interviews was used to find answers on the research questions. Secondary data in form of waste streams quantities from cruise ships 2010–2014 in the ports of the study was gathered. The gathered data enabled comparisons among the ports and shows in what way the fractions are divided among them. The interviews were held at each port with one to three participants at the time. In total 12 persons were interviewed at nine occasions. The transcribed material was analysed through thematising. The research shows cruise ship generated waste fractions are unevenly distributed among the ports in the Baltic Sea. Hence, this also means the ports are already specialized in receiving special types of waste fractions. The ports are receiving sorted waste and different fractions are being handled. The ports have a close cooperation regarding cruise ships but the study shows the ports are open for new sustainable solutions. This thesis opens up the discussion on cruise ship generated waste in the Baltic Sea. The study shows there is little research done on this matter and further studies are needed. The waste management of all parties involved are important in order to act environmentally friendly and harm the surrounding areas the least. This research provides the Baltic Sea cruising ports with one possible solution on an updated waste handling management in the area.
  • Kauria, Laura (2016)
    The purpose of this Master's thesis was to create a new model for screening possible optimal locations for utility-scale solar power plants (i.e. solar parks, solar power stations and solar farms) in larger city areas. The model can be used as a part of a decision making when examining site potentiality in a particular city of interest. The model includes forecasts for the year 2040. The main questions of the thesis are as follows: 1) What are the main criteria for a good location for a utility-scale solar power plant and 2) how to build a geographic information system (GIS) model for solar power plant location optimization? Solar power plants provide an alternative to producing renewable energy due to the enormous distribution potential of solar energy. A disadvantage of utility-scale solar energy production is the fact that it requires larger areas of land than the more traditional power plants. Converting land to solar farms might threaten both rich biodiversity and food production, which is why these factors are included in the model. In this study, methods from the field of geographic information science were applied to quantitative location optimization. Spatial analytics and geostatistics, which are effective tools to narrow down optimal geographical areas, were applied for finding optimal locations for solar power plants, especially in larger city regions. The model was developed by an iterative approach. The resulting model was tested in Harare (Zimbabwe), Denver (United States) and Helsinki (Finland). The optimization model is based on three raster datasets that are integrated through overlay analysis. The first one contains spatial solar radiation estimates for each month separately and is derived from a digital elevation model and monthly cloud cover estimates. The resulting radiation estimates are the core factor in estimating energy production. The second and the third dataset are two separate global datasets, which were used to deal with land use pressure issues. The first of these is a hierarchically classified land systems model based on land cover and intensiveness of agriculture and livestock, while the second is a nature conservation prioritization dataset, which shows the most important areas for conserving threatened vertebrate species. The integration of these datasets aims to facilitate smart and responsible land use planning and sustainability while providing information to support profitable investments. The model is based on tools implemented in the ArcGIS 10 software. The Area solar radiation tool was used for calculating the global and direct radiation for each month separately on clear sky conditions. An estimate of the monthly cloud coverage was calculated from 30 years' empirical cloud data using a probability mapping technique. To produce the actual radiation estimates, the clear sky radiation estimates were improved using the cloud coverage estimates. Reclassifying the values from land use datasets enabled the exclusion of unsuitable areas from the output maps. Eventually, the integration and visualization of the datasets result in output maps for each month within a year. The maps are the end product of the model and they can be used to focus decision making on the most suitable areas for utility-scale solar power plants. The model showed that the proportion of possible suitable areas was 40 % in Harare (original study area 40 000 km2), 55 % in Denver (90 000 km2) and 30 % in Helsinki (10 000 km2). This model did not exclude areas with low solar radiation potential. In Harare, the yearly variation in maximum radiation was low (100 kWh/m2/month), whereas in Denver it was 2.5-fold and in Helsinki 1.5-fold. The solar radiation variations within a single city were notable in Denver and Harare, but not in Helsinki. It is important to calculate radiation estimates using a digital elevation model and cloud coverage estimates rather than estimating the level of radiation in the atmosphere. This spatial information can be used for directing further investigations on potential sites for solar power plants. These further investigations could include land ownership, public policies and investment attractiveness.
  • Juvonen, Elina (2018)
    Digital education has increased in the 21st century, and it has challenged teachers to update their knowledge and teaching. In geography teaching, digital maps and digital map-making tools has changed geographical method and research skills. The aim of this thesis is to research the utilizing of digital maps and digital map-making in upper secondary geography. It is possible to achieve more diverse learning benefits by using digital maps than by using paper maps. This requires using the kind of digital features that paper maps doesn’t include. There are also diverse possibilities to develop method skills, research skills and higher-order cognitive skills by making digital maps. To develop higher-order cognitive skills, digital map-making should involve application of skills independently, analysis and evaluation of knowledge, and creation of new information. This study was carried out as a survey for Finnish upper secondary geography teachers. The purpose of the survey was to research how digital maps are utilized and made in upper secondary geography, how well higher-order cognitive skills are developed when making digital maps, and what are teacher’s opinions of the teaching with digital maps. The data (N=65) was descriptively analyzed and the results were discussed based on the literature. The aim was to get an overview about the current digital map teaching. The study provides information to improve digital map teaching, digital education and geography education. According to the results, digital maps are used often and in fairly different ways in upper secondary geography. Static digital maps and online map services, such as Google Maps are commonly used in geography lessons. However, the most diverse digital map types, such as interactive digital maps and virtual globes are used less often. Furthermore, advanced use of digital maps is rare. Digital maps are commonly made with drawing software and webGIS software. Due to lack of time, it is not possible to make digital maps very often. Because of that, digital maps are not necessarily made at all in most of geography courses. In addition, there is not enough time to practice advanced skills and higher-order cognitive skills sufficiently when making digital maps. The teachers are mainly positive about teaching with digital maps, and they see it as a relevant part of modern geography education. Nonetheless, teaching with digital maps in upper secondary geography doesn’t cover all the learning and teaching benefits of digitality, especially in the case of digital map-making. Besides the lack of time, the lack of technical skills and user-friendly materials and applications are the main reasons for this. To correspond better to the modern goals of geography education with the digital map teaching, more training for teachers, equal ICT education for students, and easy-to-use materials and digital map applications are needed.
  • Kalpio, Aino (2015)
    Tässä tutkimuksessa perehdytään lukion maantieteen opetuksen sähköistämiseen niin yhteiskunnan digitaalisen murroskauden kuin myös ainetta opettavien opettajien kautta. Lukion maantieteen opettajien asema tutkimuksessa on keskeinen, koska heidän vastuullaan on opetussuunnitelman mukaisesti toteuttaa opetusta nykypäivän vaatimusten mukaan. Sähköistäminen on tapahtunut vauhdilla eivätkä opetusmenetelmät ole pysyneet mukana. Nuoret käyttävät usein sähköisiä välineitä paremmin kuin opettajansa. Ero kasvaa, kun opetetaan vanhoilla menetelmillä ja välineillä arjessaan uutta teknologiaa käyttäviä nuoria. Arjen ja tulevaisuuden vaatimukset tulisi saada kunnolla osaksi kouluopetusta. Viimeistään ylioppilaskirjoitusten sähköistäminen syksyllä 2016 herättää siihen, että sähköisiä opetusmenetelmiä ja -välineitä tulisi käyttää jo nyt. Mutta mikä tilanne on nyt ja miten opettajat asiaan suhtautuvat? Tässä tutkimuksessa selvitettiin sähköisen kyselytutkimuksen avulla eri puolella Suomea työskentelevien lukion maantieteen opettajien (n = 96) käyttämiä sähköisiä opetusmenetelmiä ja -välineitä sekä asenteita koko sähköistämistapahtumaan. Kolmantena tutkimuskysymyksenä toimi opetuksen sähköistymisen tulevaisuuden kehitys. Kyselyä täydensi kolmen asiantuntijan haastattelut aihepiiristä. Kyselyn tulokset analysoitiin ja esitettiin tilastokuvioina aina laitekäytettävyydestä oman tietoteknologiseen osaamisen arviointiin. Tulosten analysoinnin yleisenä linjana paljastui lukion maantieteen opettajien myönteinen asenne muutoksia kohtaan teoriassa, mutta uusien menetelmien ja välineiden ottaminen konkreettisesti mukaan opetukseen ei ollut ajan tasalla. Koulutuksen ja ajan puute, vähäiset resurssit ja osaamattomuus nousivat suurimmiksi kompastuskiviksi. Tutkimuksen mukaan opettajat kokivat, että ylioppilaskirjoitusten sähköistäminen tapahtuu liian nopeasti eikä koettu, että siitä olisi tiedotettu tarpeeksi. Perusohjelmat ja sähköiset opetusvälineet olivat käytössä yleisesti, mutta esimerkiksi tilastollisia menetelmiä ja paikkatieto-ohjelmia ei hyödynnetty vielä kaikkialla Suomessa. Tuloksista nousee esiin kysymys sähköisten ylioppilaskirjoitusten ajoituksesta ja siitä, miten maantieteen opetuksen käytännön puoli saataisiin mukaan päättäjätason edellyttämän kehityksen mukaiseksi.
  • Kallanranta, Antti (2018)
    The geological Discrete Fracture Network (DFN) model is a statistical model for stochastically simulating rock fractures and minor faults (Fox et al. 2007). Unlike the continuum model approaches, DFN model geometries explicitly represent populations of individual or equivalent fractures (Wilson et al. 2011). Model construction typically involves stochastic approaches that create multiple deterministic realizations of the fracture network (Gringarten 1998). This study was made as a part of a broader Salpausselkä project to gain deeper understanding of the brittle structures in the study area.This thesis can be broken down to three steps: literaturereview of the DFN methodology, parameterization of the model variables, and DFN modeling itself. For the purposes of the DFN modeling one-dimensionalfracture intensities measured in the field (P10) had to be converted into their volumetric counterpart (P32). Wang’s (2005) C13 conversion factor was decided tobe the most appropriatemethod. Calculation of the angles between the scanlines and fracture normals (α), conversion factor C13, and P32 were done in Python by applying the methods presented by Wang (2005) and Fox et al. (2007, 2012). Fracture setswere weighted by their P10 intensities to get clearer picture of the dominant fracturing orientations. For better and automated classification clustering of the fracture poles into desired number of mean vectorswas conducted byusing kmeansfunctionof Python module MPLstereonet. The function finds centers of multi-modal clusters of data by using a numpy einsummodified for spherical measurements. Fracture set poles were divided into populationsby finding the mean vector with the smallest angular distance from each pole. C13 calculation was done by integrating over the probability distribution function(PDF)of each population.C13 values produced by the script fall within the expected range quoted by the reference literature(Wang 2005, Fox et al. 2007, 2012). In the final modeling phase the clustered groups were modeled in MOVE as finite surfaces and the resulting DFN model was compared to the Local anisotropy interpolator (LAI) model created by Ruuska (2018).Fracture populations were modeled on an outcrop level as well as interpolated over the whole study area, producing two different interpretations of the most dominant fracturing orientations.Based on the results, fracture set pole clustering with open source methods (MPLStereonet K-means) is a feasible approach. K-means clustering algorithm was superior to the expert approach on every level, though more studies are needed to ascertain the soundness of the methodology. Statements made at this point are merely tentative due to the quality and amount of the available data. Taking into account the results of the parallel MSc thesis (Ruuska, 2018) thesis, the DFN and clustered fracture populations constructed using aforementioned methods can be used as a tentative approximation of the preferred fracturing orientations within the boundaries of the study area. Outcrop level model shows the true, measured values and could be used as ground truth in future modeling efforts. Efficient production of large-scale brittle models could be possible with the added flexibility of the implicit modeling methods and automated clustering.
  • Strömgård, Simon (2016)
    Multiple factors determine diversity of diatoms in running waters. Diversity is a complex concept and made up by different components. Diversity can be divided into alpha, beta and gamma diversity. These different types of diversity are regulated by factors operating on a large geographic scale and by local environmental factors. Studies concentrating on diversity patterns of diatoms have become more common in the last 10 years. Especially beta diversity has gotten an increasing interest. Despite the increasing interest in the subject, the driving mechanisms are still not fully understood in aquatic ecosystems. The aim of this theses is to investigate which factors affect alfa and beta diversity in 10 streams in southern Finland. The influence of habitat heterogeneity on beta diversity is also investigated. In addition, the aim is to examine which local environmental factors structure the variation in species composition. The study area covers a 115 km wide area to minimize the effect of large scale factors on species composition. The material consists of environmental data and diatom data from 49 study sites. Land use data used in the study is derived from CORINE Land Cover 2012 data set. All samples were collected during a two-week period (30.7.2014–11.8.2014). Statistical methods used were linear models, generalized linear models (GLM), distance based redundancy analysis (db-RDA) and test for homogeneity of multivariate dispersions (PERMDISP). Water conductivity and light conditions at the study sites were strong environmental factors determining diatom alpha diversity. Habitat heterogeneity showed only a marginally significant positive relationship to beta diversity but a clear trend was visible in the data. The db-RDA results showed that different environmental factors accounted for the variation in species composition. Conductivity, light, water color, water temperature and stream width were important factors explaining variation in species composition. These results suggest that there is a possible connection between habitat heterogeneity and beta diversity. Further research in the subject should be done to determine if there is a significant relationship. The local environmental factors are important for structuring species composition. Possible anthropogenic stress factors influencing stream ecosystems can affect patterns of beta diversity and should be emphasizes in coming research.
  • Raikaa, Johanna (2012)
    Tutkin Pro Gradussani eläinsuojelun globalisoitumista ja sen seurauksia keskittyen Suomeen ulkomailta tuotuihin ns. rescuekoiriin ja ilmiön vaikutuksiin. Rescuekoira ei terminä ole virallinen, mutta se on vakiintunut yleiseen käyttöön puhuttaessa ulkomaisista koiratarhoista tai kadulta peräisin olevista koirista. Näkökulma tutkimukseeni on maantieteellinen ja tutkimuksen teoreettisena viitekehyksenä voidaan nähdä eläinmaantiede, terveysmaantiede ja globalisaatioteoriat. Tutkimusaineiston olen kerännyt havainnoimalla koiratarhalla, josta on tuloksena kuvaus 'elämää koiratarhalla', jonka tarkoituksena on antaa esimerkinomainen kuvaus siitä millaista on elämä koiratarhalla. Suomeen tuotujen rescuekoirien omistajilta olen kerännyt kyselyaineiston, jossa kartoitan esimerkiksi mistä Suomeen tuodaan rescuekoiria, millaisia koiria tuodaan ja miksi. Kysely on tehty e-lomakkeella ja siihen oli mahdollista vastata Internetissä loppusyksystä 2010 tammikuuhun 2011. Vastauksia kyselyyn tuli 467. Tavoitteenani oli saada vastaukset seuraaviin tutkimuskysymyksiin: 1. Mistä ja miksi juuri sieltä Suomeen tuodaan rescuekoiria? ja 2. Millaisia seurauksia rescuekoirien tuontiin saattaa liittyä? Tutkimukseni on luonteeltaan kvalitatiivinen ja tulokset olen analysoinut luokittelemalla vastauksia. Lisäksi olen käyttänyt kuvaavia tunnuslukuja, tehnyt ristiintaulukointeja riippuvuuksien osoittamiseksi ja hyödyntänyt khiinneliötestiä tulosten merkitsevyyden arvioinnissa. Rescuekoiria on tuotu Suomeen eniten Virosta, Espanjasta ja Venäjältä. Koirista valtaosa (91,6 %) on tuotu Suomeen jonkin koiria tuovan yhdistyksen kautta, joten koiria tuodaan ensisijaisesti sieltä missä on tarjontaa ja mistä järjestöt laajamittaisimmin koiria tuovat. Maantiede vaikuttaa tuontiin, sillä tuontisäädökset eri maista vaihtelevat esimerkiksi tautien esiintymisen (terveysmaantiede) mukaan. Lisäksi tuontiin vaikuttaa esimerkiksi maan sijainti ja kulkuyhteydet. Globalisaation seurauksena ns. ruohonjuuritason eläinsuojelukin on siirtynyt maiden rajojen yli. Tieto on Internetin kautta helposti ja nopeasti kaikkien saatavilla ja ihmiset sekä eläimet matkustavat enemmän kuin milloinkaan ennen. Rescuekoirien tuonnin jatkuminen vaatii kysyntää. Suomessa on kysyntää kohtuullisen edullisille sekarotuisille, mutta tarjonta ei ole riittävää. Kyselyyn vastanneista huomattavan moni ilmaisi, että olisi mielellään ottanut myös suomalaisen kodinvaihtajan, mutta näistä ei ole riittävää tarjontaa. Rescuekoirien tuonti voidaan nähdä eläinsuojelutekona. Tuonti ei auta ratkaisemaan lähtömaan kulkukoiraongelmaa, mutta muuttaa kyseisen koiran elämän. Mahdollisesti lähtömaan tarhalla myös vapautuu paikka toiselle koiralle. Lisäksi joku saa koiran. Koiria tuovat järjestöt pyrkivät yleensä parantamaan kulkukoirien oloja myös lähtömaassa koirien tuonnin ohella. Rescuekoirien tuonnissa on erilaisia riskejä. Tautiriski alueilta, joissa esiintyy vakavia tartuntatauteja on todellinen. Laittomia maahantuonteja tapahtuu, jonka lisäksi tuontisäädösten noudattaminen ei poista tautiriskiä kokonaan. Eri tavoin sairaita koiria tuodaan myös tietoisesti, mikä on eettisesti arveluttavaa. Alkuperältään kyseenalaisten koirien terveys ja luonne eivät ole tiedossa ja uusi omistaja ei ole välttämättä osannut varautua mahdollisiin vaikeuksiin. Tämä voi johtaa siihen, että koira vaihtaa kotia Suomessa. Kyselyyn vastanneet kuitenkin toivat valtaosin esille tyytyväisyytensä rescuekoiran hankintaan, vaikka jonkinlaisia ongelmia olisi ilmennyt ja huomattavan moni totesi, ettei ollut kokenut lainkaan vaikeuksia.
  • Itkonen, Pekka (2012)
    The indigenous forests of the Taita Hills, SE Kenya, boast a vast biodiversity and provide several vital ecosystem services to local communities. Population growth and land use change pressures have resulted in a significant decrease in indigenous forest cover in the Taita Hills in recent decades. Quantifying the aboveground biomass (agb) and carbon sequestration capacity of the Taita forests provides a strong argument for striving for their more efficient protection in the context of UN-REDD programme. Although the role of tropical forests as global carbon sinks has been widely recognized, their agb and leaf area index (LAI) remain uncertain. Optical remote sensing (RS) provides a cost-effective means of LAI and agb estimation in remote areas, but empirical modeling using remote sensor data has limited certainty in densely vegetated tropical forests. The agb and LAI of the Taita Hills were estimated using empirical regression modeling by relating in situ data (n = 181 for agb, n = 172 for LAI) and spectral vegetation indices (SVIs) derived from SPOT HRVIR optical remote sensing data. Field plots (20 m x 20 m = 0.04 ha) were located in indigenous (n = 80) and exotic (n = 83) forests, woodlands (n = 9) and agroforestry areas (n = 9). In situ LAI was derived from hemispherical photography (HP) using Lang's approach and the foliage clumping correction method by Chen & Cihlar. In situ agb was estimated using allometric equations which relate agb with tree parameters such as tree diameter at breast height. Empirical relations between the response variables (agb, LAI) and SVIs were utilized in predictive regression modeling. The predictor variables were selected using forward stepwise regression based on Akaike Information Criterion (AIC) values. The regression models resulted having only one predictor each due to the redundancy of the SVIs. Also topography-based predictor variables were tested, but they were poorly or not at all related with LAI and agb. The models performed moderately (D2 = 0.62 for LAI model, D2 = 0.41 for agb model). The total agb and carbon sequestration of the study area were estimated as 4.264 Tg and 2.132 Tg C, respectively. Mean agb densities of the indigenous forests and the whole study area were estimated as 463 ± 190 Mg ha-1 and 126 ± 115 Mg ha-1, respectively. Mean in situ LAI of the indigenous forests and all plots were estimated as 3.66 ± 0.44 and 3.12 ± 0.84, respectively. Indigenous plots had the highest mean in situ agb density and LAI values compared to exotic forests, woodlands and agroforestry areas (ANOVA p < 0.001). The RMSE values of the models were 0.59 (18.6 %) for LAI and 376.85 Mg ha-1 (82.9 %) for agb. The agb model was negatively biased (bias: -107.1 Mg ha-1, 23.6 %), but there was no statistically significant bias in the LAI model. The resulting agb estimates are rather high due to high in situ agb values, partly resulting from the emphasized contribution of very large trees to biomass on small plots. LAI values are quite low for dense tropical forests due to indirect estimation method using HP, but still comparable with other similar studies. As expected, the modeling performance was impaired by SVI saturation effect in relation to LAI and agb. The agb model was biased most likely due to the use of transformed variables in linear regression. The predictive models are not transferable to other regions as such, for the relative prediction performance of SVIs is case-specific and the model parameters have to be estimated using in situ data for each site. In order to improve the model credibility, a more extensive dataset based on a random or a systematic sample should be used, having larger plot size and containing more observations with low LAI and agb values.
  • Ruohonen, Viljami (2016)
    Global climate change is predicted to have a major impact on northern temperate and arctic zones climates. Rainfall and temperatures are likely to increase in the future decades. Increasing erosion is one of the major threats linked to these phenomena. In Finland specifically, winter months are expected to face the most radical change in climate. This master's thesis aims to answer the following questions: how much does erosion increase in changing climate, what are the factors that either increase or control erosion rates, and how well does the physically based SWAT- model behave in the settings of Southern Finland. Two gauging stations inside the study area were used to calibrate and validate the physical SWAT- model (Härkälänjoki and the lower-part of Lepsämänjoki). Total of 16 parameters controlling runoff were used. NS & R2 as well as P- & R-factors were chosen to quantify and measure model behavior. In the calibration period, the R2 & NS values for Härkälänjoki were 0,29 and -0,05, and for Lepsämänjoki 0,40 and 0,34. In the validation period, the R2 & NS values for Härkälänjoki were 0,30 and -0,57, and for Lepsämänjoki 0,54 and 0,21. In the calibration period, the P & R-values were 0,33 and 0,24 for Härkälänjoki and 0,32 and 0,29 for Lepsämänjoki. In the validation period, the P & R values were 0,42 and 0,57 for Härkälänjoki and 0,50 and 0,63 for Lepsämänjoki. The results of R2 and NS and the other criteria indicate that Lepsämänjoki responded better to model calibration and validation, being satisfactory. Values for Härkälänjoki were generally unsatisfactory. The RCP8.5 scenario used in this thesis increases erosion by approx. 94% compared to the validation period. However, spatial variability is considerable. Average annual erosion in the climate change scenario was 1,22 t/ha. Winter months contribute most to the total annual erosion. Areas covered by evergreen forests and located near the edges of the study area experience least erosion, while areas near the downstream of the river experience the most erosion. SWAT model behaved reasonably well, and worked well with high-quality GIS data. However, the model still needs some further adjustment and development in order to have more consistent and user-friendly interface.
  • Rissanen, Tuuli (2018)
    Northern and high-altitude environments are expected to change dramatically due to climate change which strongly affects vegetation. Regarding to this, there has been interest on investigating how climatic factors affect vegetation distribution. One of the widely used methods to study species environment relationship is spatial species distribution modelling, in which the aim is to estimate suitable niches for species. However, only a few comprehensive distribution predictions for whole species groups have been made at a fine resolution and covering large extents. In the case of arctic-alpine plants Fennoscandia offers a good research area in terms of northern location, variable topography and wide climatic gradients. In this thesis the aim was to discover how climate affects the distribution and species richness patterns of arctic-alpine vascular plants. Relationship between arctic-alpine vegetation and climate was investigated by producing distribution predictions for each species based on important climatic variables and topography. Species data included observations from national species portals of Sweden and Norway, as well as field observations from three test regions Kevo, Northwestern-Lapland and Rastigaissa. The explanatory variables used were efficient temperature sum, water balance, minimum temperature of the coldest month and relative height. The species distribution predictions were produced using a 1 km2 grid covering whole Fennoscandia. Four different modelling methods (GAM, GLM, GBM, RF) were used and the predictions done with two different data sets. First the models were calibrated using only the observations from species portals, and the predictions were evaluated at the Lapland´s test regions. On the second modelling round the whole data was used in model calibration. From the modelling results both individual species distributions and the distribution of the whole vegetation group were investigated, as well as the relative importance of the explanatory variables. Then individual species distribution predictions were combined to visualize and study arctic-alpine species richness and its hotspots. Distribution of arctic-alpine vegetation was affected most by efficient temperature sum and minimum temperature of the coldest month. However, the relative importance of the variables varied for different species. Also the differences in the calibration data affected the results. Mainly species´ predicted distributions are located on areas where growing season is short and winter temperatures are low, even though there was some variation in the responses caused by the latter variable. Temperature variables were also significant in explaining species richness and its hotspots. It was shown that species richness focuses to the coldest areas and benefits from a bigger topography gradient. The results of this thesis show that climate defines both the distribution and the richness of arctic-alpine vegetation in Fennoscandia. However, resolution of one square kilometer does not fully capture the heterogeneity of the arctic-alpine area since temperature and moisture conditions vary greatly locally, for example depending on snow cover. Research on different scales is still needed to understand complicated species environment relationships.
  • Virtanen, Elina (2015)
    African climate science is still underdeveloped; the related infrastructure is limited and climate observation network is sparse. The lack of observations is usually compensated with coarse macro-climate models (1 km2), of which only few concentrates on tropical Africa and on the spatial variability of rains. The need for fine-resolution data is growing, as more accurate information (5-100m) is utilized in different sciences. There has been a surge in micro-climate studies utilizing small dataloggers to observe climate variability, as loggers can be placed to different environments regardless of the complexity of a terrain. Accurate, fine-scale climate models are needed in ecological research, where species distributions are related to environmental gradients. Most of the studies describing species occurrences rely on macro-scale climate models that have been averaged over years, although the factors restricting species occurrences in an environment are developed even under one growth season, and are dependent on climate extremes. Accurate information of species and its occurrence environment is even more needed as climate is changing; species habitats are threatened through the warming of climate and its resulted effects. Fine-resolution data of micro-climate is needed especially in the studying of epiphytes living in tropical montane cloud forests, as epiphytes are dependent on the surrounding environments' specific atmospheric composition, namely relative humidity. The knowledge of epiphytic species distributions is poorly studied, although epiphytes are known to react fast to quick changes in environmental conditions. In this study small dataloggers were placed around the Taita Hills in a mountainous region of Kenya to record spatial and temporal micro-climate variability. Annual, monthly and extreme temperature and humidity parameters were studied through statistical spatial modelling, with generalized additive models (GAMs). The significance of each thriving factor of climate parameters were studied separately with bootstrapping. Of thousands of models created, temperature was best explained by elevation, and humidities by land cover (e.g. distance to forests), a proxy of canopy cover. Modelling extremes requires more research, as extreme models proved to be most difficult to model. More weight should be put on accurate environment gradients (e.g. canopy cover) when modelling spatial climate variability in a fine-scale. Created fine-resolution grids were tested in modelling the distributions of epiphytic species through Boosted Regression Trees (BRT). Models created gave an insight to the drivers of epiphytic species distributions and to the limitations of their occurrences in a limited environment. Different explanatory variable groups were tested (topographical, in situ, climate groups), of which climate explained most of the variations in epiphytic species occurrences when considered with AUC-values. Some epiphytes seemed to be specialized to certain habitat trees, highlighting the value of not only indigenous trees but exotic ones. Epiphytes were restricted to occur under certain temperatures and humidities ranges that is an indication of the vulnerability of epiphytes to changing climate.
  • Linden, Mecki (2016)
    The purpose of this study was both to establish Finnish geography teachers' experiences on and opinions of the active teaching method flipped classroom, and to examine the impact of the method on high school students learning outcome in natural geography. The aim was to aquire information on how familiar geography teachers are with flipped classroom and what qualifications they have on using an active teaching method that requires technological knowledge. The experiences and opinions about flipped classroom of geography teachers (n=49) were charted using an e-mail survey. The teaching experiment (n=32) was implemented as a field experiment in a first year geography class at a high school in Southern Finland. The results were analysed using a statistical analysis program and presented through graphs and citations. The survey shows that Finnish geography teachers are familiar with flipped classroom but that only a few of the respondents use the method in their work. The most common excuses among the teachers for not using flipped classroom, or not being interested in learning new teaching methods, is a lack of time and resources. The teachers' technology skills are good and they agree on the fact that geography education is better when technology is implemented in the classroom. The teaching experiment shows that the teaching method used didn't affect the students' learning outcomes substantially but a small negative impact was nevertheless shown. Active education methods need to be implemented in the Finnish classrooms in order to meet the goals of the new curriculum. Digitized matriculation examinations, new curricula and a new distribution of courses places new demands on geographical education. Geography is, fortunately, a subject that easly allows different educational ideas and methods to be used.
  • Hellgren, Daniela (2015)
    Climate change and the threat of an ecological collapse in the near future calls for rapid invention of new methods and tools at the service of informed decision making. Backed by academics Esri, Environmental Systems Research Institute – a multinational company and market leader in GIS (geographic information systems) have spread the word of geodesign as meeting sustainability demands in a variety of forms, allowing design processes based on science as well as values. Esri have been clear on creating a community, collaboratively developing the concept further, to meet global spatially related design challenges. The technological maturity have reach a critical level allowing new forms of fusions between geographic information systems (GIS) and design, but complete technological solutions are not yet available. In the study three research questions are answered. Two are, shortly, what is geodesign and what might it mean for professionals in geoinformatics. The study penetrates the concept of geodesign, using a qualitative and holistic approach. The components central to geodesign are highlighted, keeping the focus on the geospatial dimension of geodesign and the relevance for village planning. Village planning is a design process with deep local roots. The collective vision and will for the future is documented. The study introduces and discusses village planning according to changes in society and the demands it brings upon the villages; decentralized responsibilities and fulfillment of local democracy. The implications of geodesign on the spatial dimension of village planning is answered in the third research question. Finland-Swedish village plans are analyzed in theory-driven illustrative case study. Steinitz framework for geodesign is used as an analytic framework in a theory-driven illustrative case study. Supporting questions included in Steinitz framework, a procedure originally developed for landscape planning but now considered useful for geodesign in general, is used as analytic framework. The framework's analytical contribution is supplemented with interpretation based on knowledge of GIS, geodesign and village planning. The premise in the study is that geodesign have the potential to master a variety design processes while providing a timely concept for village planning. In relation to geodesign, village planning is analyzed as a local endogenous design process, showing high degree of participation. Steinitz framework consists of six models with pairwise relations. On the axis process models-change models a lacking correspondence in the village plans is identified, also a general lack in the holistic approach is identified, especially in systems and process thinking. The village plans also shows distinct strengths. The most prominent is the degree of participation. This means that village planning have potential to be supported by geodesign but also provide a model for citizen-led geodesign. Geodesign can be seen as theoretical and benefits obscure. In this study analytical results and interpretation illustrates what the theoretical approach of geodesign means in practice. Quotes from village plans supplemented with graphics, supporting the comparison of the similarities and differences between Steinitz framework and village planning, highlights the concept geodesign and brings it closer a real application in village planning.
  • Venäläinen, Emilia (2014)
    Geographical Information Systems (GIS) are increasingly used to support the emergency planning. GIS methods can be utilized when planning the emergency response system as well as in the emergency management during and after incident. In this study, GIS methods are applied to maritime Search and Rescue (SAR) planning. Traffic amounts are constantly growing in the Gulf of Finland (GoF) and SAR response has to keep up with them. Means to evaluate the SAR response are needed to ensure the adequacy of rescue resources. The voluntary SAR response in in the Finnish waters of the GoF is evaluated. The focus is on the operations of the Finnish Lifeboat Institution (FLI) that is the umbrella organization for voluntary maritime rescue associations in Finland. However, it is hoped that also other SAR operators can apply the presented methods when planning their SAR operations. The main interest is in boating because leisure boats are most often the object of a rescue mission. Timeliness is crucial in emergency operations and thus the SAR response is evaluated here mainly based on the response times. The response times with the current fleet of the FLI are modelled with cost distance methods. Weather factors affect significantly the speed of the Search and Rescue Units (SRU). Therefore, in order to make the results more realistic, different wave height scenarios are included in the cost distance calculations. The wave heights are modelled with two different wind speeds and three different wind directions. The results contain response time maps for the whole study area in different wave height conditions, response times for past incident sites, response times with two units and response times for high incident density areas. Also the number of concurrent incidents in certain sub-areas is observed. According to the results of the thesis the voluntary SAR response in the GoF is generally good. Some improvements would be necessary if the FLI would be the only SAR operator in the area. However, if the units of Finnish Boarder Guard (FBG) are also taken into account the response seems adequate. Therefore, no major changes in the operations of voluntary SAR organizations in the GoF are suggested. Instead, the adequacy of the SAR response elsewhere in Finland could be evaluated. The lower density of SRUs outside the study area may result in inadequacy of SAR response.
  • Tenkanen, Henrikki (2013)
    A vast amount of spatio-temporal data has become available with the fast development of information technology and different monitoring systems over the last two decades. Position-aware devices are one of the most dominant sources for collecting movement data. Spatio-temporal information that is derived from the tracking devices enable to build movement patterns from the targets, and to calculate measurable motion parameters such as speed, change of speed or the direction of movement. This study utilized a specific pilot GPS-based monitoring system called Amazonian Riverboat Observation System (AROS) that was built to collect movement data of the local riverboats on the departments of Loreto and Ucayali in Peruvian Amazonia. AROS provides real-time GPS-data with coordinates and timestamp that indicate where and when the collaborating vessels are navigating. As an outcome of this thesis a specific analytical tool called Trajectory Reconstruction and Analysis Tool (TRAT) was developed. TRAT utilizes variety of geographic knowledge discovery methods to extract knowledge from movement data provided by AROS. Also spatio-temporal transportation characteristics in the study area were analyzed based on AROS data from the year 2012 and utilizing TRAT. This thesis focused on studying if there is seasonal and directional variation in transportation characteristics along the Amazonian rivers, and if river morphology affects the navigation. Also connection between water height of the rivers and travel speed of individual journeys was studied. Results of the thesis suggest that navigation along the rivers has seasonal and directional variation, and also the river morphology seems to affect the movement patterns of the vessels. On navigation route that was mostly meandering by river morphology, the downstream navigation was over 40% faster than upstream navigation during high water and intermediate, but during low water there was no difference between navigation directions. Seasonal variation was over 30% faster during high water compared to low water (on downstream direction). On upstream direction the navigation was fastest during low water but seasonal differences were considerably lower compared to downstream navigation. On navigation route that was mostly anastomosing by river morphology, the downstream navigation was approximately 20 % faster during the entire year. Results suggest that there is no seasonal difference in navigation characteristics along the larger and wider rivers, since the travel speeds were quite similar throughout the year. Fitting simple regression model between average travel speed of the journeys and water levels of the river revealed that there seems to be strong connection between travel speed and river height on the route along Ucayali river when travelled downstream (R2=0.73). On other cases that were studied, the results suggest that there is not connection between travel speed characteristics and river height. Comparing the results with earlier studies implied that the results of this thesis seemed to be fairly accurate. However, it is necessary to validate the results by doing cross-validations between data from different years observed with AROS. Transportation is in a key role when trying to find the factors affecting on development of a certain location. Thus transportation as means of accessibility has significant role in variety of contexts such as conversation, land use changes and deforestation. Results of this study could provide more accurate data for studies focusing on previously mentioned topics in the study area. Also utilization of TRAT in other contexts, such as studying global transportation patterns of professional vessels, could be possible by making few modifications to the tool.
  • Haapanen, Minttu (2018)
    Maantieteen ylioppilaskirjoitukset sähköistyivät ensimmäisten joukossa syksyllä 2016. Sähköistymisen myötä maantie- teen ylioppilaskoe tarjoaa uusia monipuolisempia tehtävätyyppejä ja geomedia-aineistoja. Painopisteenä ovat aineisto- jen soveltaminen ja tulkitseminen. Geomedialla tarkoitetaan maantieteellisiä lähteitä, kuten karttoja, tilastoja ja kuvia. Pro gradu -tutkielmani tavoitteena on selvittää kuinka kokelaat osaavat ratkaista uudentyyppisiä soveltavia luonnon- maantieteen tehtäviä ja hallitsevat geomedian käytön osana vastausta. Lisäksi tutkin millaisiin kognitiivisen ajattelun taitoihin tehtävänannot ohjaavat. Tutkimukseni avulla saadaan viitteitä lukionsa päättävien oppilaiden geomediatai- doista, vastausten laadusta sekä pystytään kehittämään ylioppilaskirjoituksia entistä parempaan suuntaan. Työssäni tutkitaan kahta luonnonmaantieteen tehtävää syksyltä 2016 ja keväältä 2017 (N=400). Geomedian käyttöä tutkitaan koko aineistosta ja kokelaiden kirjallisista vastauksista käytetään osaa aineistosta (N=140). Tehtävänannot luokitellaan uudistetun Bloomin taksonomian avulla ajattelun eri tasoille. SOLO-taksonomian avulla luokitellaan sekä kirjalliset että kuvalliset vastaukset. Lopuksi tuloksia verrataan keskenään. Tutkimuksessa kiinnitettiin huomiota eten- kin kuvien ja diagrammien tuottamiseen, aineiston hyödyntämiseen ja viittaamiseen sekä kokelaiden valmiuksiin pär- jätä sähköisissä ylioppilaskirjoituksissa. Tutkimuksessa käytetyt luonnonmaantieteen tehtävät ovat rakennettu niin, että ne sisältävät monipuolisesti erilaisia ajattelun taitoja mittaavia tehtäviä. Siirryttäessä tehtävissä eteenpäin vaaditaan kokelailta korkeamman ajattelutaitojen käyttöä. Tehtävissä tulee soveltaa geomedia-aineistoa, kirjoittaa esseitä ja tulkita aineistoa. Saatujen tuloksien perus- teella kokelaiden geomedian käyttötaidot vaativat vielä harjoittelua ja kuvien tuottaminen osana sähköistä koetta koe- taan vielä haastavana. Omaa ajattelua olisi kaivattu enemmän ja moni vastaus vaikutti ulkomuistista tuotetulta. Haas- tavaksi koettiin rakentaa johdonmukainen, selkeä ja jäsennelty vastaus. Vastaukset sijoittuivat suurimmaksi osaksi yh- den rakenteen vastaustasolle. Vastaustaso nousi korkeammalle SOLO-tasolle tehtävänannon vaatiessa korkeamman ajattelun taitotasoa. Geomedia oli selvästi kokelaille vielä uusi asia. Parhaimmillaan itse tuotetut kuvat olivat informa- tiivisia ja tukivat kirjallista vastausta. Kuvat olivat joko itse piirrettyjä, kuvankaappauksia tai muokattuja kuvankaap- pauksia. Itse tuotetut diagrammit olivat selkeitä ja helppolukuisia sekä esittivät tehtävänannossa kysytyn asian hyvin, mutta niidentulkinta koettiin haastavaksi. Aineistoon ja itse tuotettuihin kuviin oli viitattu harvakseltaan.
  • Elf, Charlotte (2013)
    The purpose of this study was to examine what kind of geomorphologic formations can be found in Hanko, Raasepori, Sipoo, Porvoo and Loviisa districts and which of them can be used for teaching purposes. Questions for the study were: 1) What interesting geomorphologic formations can be found in the areas?, 2) In what way could the formations be used by the geography- and biology teachers in the areas in their geography teaching?, 3) Which of the formations will only be thought through schoolbooks because they can't be found in the nearby grounds? The geomorphologic formations taken into account are the following: a) erractic block, b) roche moutonnée, c) drumlin, d) esker, e) terminal moraine, f) kettle, g) pothole. Besides these formations some nationally valuable formations are described as well. This study was done because other studies have shown that outdoor activities are seldom a part of the curriculum. Other studies showed that the reasons for a minor role of outdoor activities are that (the) teachers feel unsure of themselves about the subject, lack of time and too big groups of students. Studies have also shown that field trips stimulate deep learning by presenting a environment where the student can connect the learnt subject with reality. Field teaching isn't only a benefit when it comes to knowledge but also for the students self-confidence and motivation towards the subject. This is because the affective domain in the brain also influences on the deep learning by raising the motivation level and making the students believe in their own capacity. Map- and literature analysis where made to map to which places are worth visiting. Based on the analysis the field investigations were done at the chosen places and the formations were documented with camera and with GPS. Soilsamples were taken from three places for drysieving in the sedimentlaboratory in Kumpula. The morphoscopical features of these glaciofluvial soil samples were also analyzed. The results of the analysis and the field investigations showed that most of the geomorphologic formations that are describe in the schoolbooks for geography in high school can be found in the districts. Because of this there are possibilities for field trips as a part of the curriculum and there by a chance for a more deep understanding of the Finnish physical landscape and the geomorphologic formations by the students. In addition to the knowledge about the formations and the landscape the field trips also enables the student to get out of the classroom and explore the nature with their own senses instead of through a school book. The students' social skills also have a chance to develop as well as the use of working methods in science subjects.
  • Hirvi, Outi (2015)
    The objective of the research is to study how the geopolitical situation during and after the Cold War can be distinguished in the national security strategies and discourses of the United States of America. The end of the Cold War has been understood as a turning point in the study of geopolitics. This represent a transition to an era where the influence and meaning of individual states has diminished, and the world has moved into the era of globalization. The objective of the study is to determine how these changes can be detected in the foreign policy of the United States and the geopolitical discourses. Other specific research questions include how the United States perceives itself in world politics during and after the Cold War and how the difference is visible in the comparison of the national security documents and the public speeches of the presidents. The data that has been chosen for the study represents the National Security Strategies of the United States from the years 1950, 1987, 2000 and 2010. These documents are compared to the State of the Union Addresses from the corresponding years. The research method that is used is critical discourse analysis, which is used with traditional discourse analysis to reveal the power relations behind the discourses. Tabulation is used in the quantitative analysis to study the effects of globalization in the vocabulary. The changes in the discourses and highlighting different values indicate that alternating political goals transform the discourses that are used. The effect of globalization is detected in the altered way of speaking about enemies and allies, about the organizations and alliances that states form and about the economy. The change in the position of the President is present in the documents especially through discourses and argumentation strategies. Compared to traditional and critical geopolitical studies, the documents indicate that the research tradition should place more emphasis on the economy and how it has affected international relations and international security. The significance of economy as a pacifying element is highlighted in the results of the document. The documents indicate that the United States has strived to promote capitalism from the beginning of the Cold War which has created an interdependent political system, which makes conflicts between these states less likely. These changes are visible already before the end of the Cold War, and therefore this specific event does not represent a dramatic shift in the discourses.