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Featured researches published by Dominik Kaim.


Quaestiones Geographicae | 2014

Uncertainty in Historical Land-Use Reconstructions with Topographic Maps

Dominik Kaim; Jacek Kozak; Krzysztof Ostafin; Monika Dobosz; Katarzyna Ostapowicz; Natalia Kolecka; Urs Gimmi

Abstract The paper presents the outcomes of the uncertainty investigation of a long-term forest cover change analysis in the Polish Carpathians (nearly 20,000 km2) and Swiss Alps (nearly 10,000 km2) based on topographic maps. Following Leyk et al. (2005) all possible uncertainties are grouped into three domains - production-oriented, transformation- oriented and application-oriented. We show typical examples for each uncertainty domain, encountered during the forest cover change analysis and discuss consequences for change detection. Finally, a proposal for reliability assessment is presented.


Remote Sensing | 2015

Mapping secondary forest succession on abandoned agricultural land with LiDAR point clouds and terrestrial photography

Natalia Kolecka; Jacek Kozak; Dominik Kaim; Monika Dobosz; Christian Ginzler; Achilleas Psomas

Secondary forest succession on abandoned agricultural land has played a significant role in land cover changes in Europe over the past several decades. However, it is difficult to quantify over large areas. In this paper, we present a conceptual framework for mapping forest succession patterns using vegetation structure information derived from LiDAR data supported by national topographic vector data. This work was performed in the Szczawnica commune in the Polish Carpathians. Using object-based image analysis segments of no vegetation, and sparse/dense low/medium/high vegetation were distinguished and subsequently compared to the national topographic dataset to delineate agricultural land that is covered by vegetation, which indicates secondary succession on abandoned fields. The results showed that 18.7% of the arable land and 40.4% of grasslands, that is 31.0% of the agricultural land in the Szczawnica commune, may currently be experiencing secondary forest succession. The overall accuracy of the approach was assessed using georeferenced terrestrial photographs and was found to be 95.0%. The results of this study indicate that the proposed methodology can potentially be applied in large-scale mapping of secondary forest succession patterns on abandoned land in mountain areas. OPEN ACCESS Remote Sens. 2015, 7 8301


Regional Environmental Change | 2017

Legacies, socio-economic and biophysical processes and drivers: the case of future forest cover expansion in the Polish Carpathians and Swiss Alps

Bronwyn Price; Dominik Kaim; Marcin Szwagrzyk; Katarzyna Ostapowicz; Natalia Kolecka; Dirk R. Schmatz; Agnieszka Wypych; Jacek Kozak

Mountain forest areas are key for providing a wide range of ecosystem services and are hot spots for land use change processes, in particular, increase in forest cover at the expense of mountain pastures and meadows. Mountain forest systems in eastern and western Europe have likely similar future socio-economic situations but significantly different socio-economic history. Using a scenario-based land use modelling approach (Dyna-CLUE framework) we model three scenarios (trend, liberalisation and self-sufficiency) of future land use in the Polish Carpathians and the Swiss Alps, focussing on forest cover change. We find that forest cover increase can be expected to continue in European mountainous regions under all likely scenarios, limited only by relatively strict policy interventions. Biophysical factors, rather than socio-economic ones, are key for defining the suitability for, and therefore likely locations of future forest cover, but land use legacy plays a very important role in the spatial patterns of future forest cover, particularly in eastern Europe.


Prace Geograficzne / Instytut Geografii i Gospodarki Przestrzennej Uniwersytetu Jagiellońskiego | 2016

Forest cover change or misinterpretation? On dependent and independent vectorisation approaches

Barbara Bednarczyk; Dominik Kaim; Krzysztof Ostafin

The paper compares the influence of dependent and independent vectorisation approaches on forest cover change analysis, with a hypothesis that the former reduces the number and area of sliver polygons. Independent vectorisation is based on separate creation of the vector layer for each period in the time series, while the dependent is based on modification of the successive vector layers. The comparison is based on three map sets – the second Austrian military survey ( 1861/1862 ), a Polish military map ( 1936 ) and a Polish topographic map ( 1979 ) and carried out in Szczawnica commune located in the Polish Carpathians. The results show that the overall differences between the two vectorisation approaches are low at the commune level, but the local differences, within the grids 500 × 500 m might be up to 30 – 40 %. Statistical analysis did not indicate any considered variable directly responsible for the differences, confirming that it is a randomly distributed phenomenon. The results show also that the dependent vectorisation cannot eliminate the existence of sliver polygons, but their number may be limited when compared to the independent approach. As the dependent vectorisation is much more time efficient, we conclude that it might be a better solution in the situation when manual vectorisation is the most appropriate method of land use data acquisition from historical maps.


Archive | 2017

Land Change in the Carpathian Region Before and After Major Institutional Changes

Catalina Munteanu; Volker C. Radeloff; Patrick Griffiths; Lubos Halada; Dominik Kaim; Jan Knorn; Jacek Kozak; Tobias Kuemmerle; Juraj Lieskovsky; Daniel Müller; Katarzyna Ostapowicz; Oleksandra Shandra; Premysl Stych

The Carpathian region represents an ideal showcase of several land change theories and their implications for conservation because this region shares the long geo-political and socio-economic history of Eastern Europe while also being a biodiversity hotspot. With a long history of abrupt socio-economic and institutional shifts, the Carpathians exemplify how ecosystems may or may not be pushed into an alternative stable state following shocks such as the collapse of empires, world wars or the collapse of socialism. Furthermore, ecosystem changes may or may not experience time-lags in response to shocks, and over long time periods, historic land-use practices may produce land-use legacies that persist on the landscapes for decades or centuries. Here, we analyze the long-term drivers of land change and their land-use outcomes in the Carpathian region, with a particular focus on forests, agriculture and grasslands, and provide examples of how ecosystems respond to shocks using examples of alternative stable states, time-lags and land-use legacies. Understanding how and why land change patterns vary over time and space is important for balancing land-use decisions, especially in biodiverse regions with a high conservation value.


Journal of Maps | 2018

Historical land use dataset of the Carpathian region (1819–1980)

Juraj Lieskovský; Dominik Kaim; Pál Balázs; Martin Boltižiar; Mateusz Chmiel; Ewa Grabska; Géza Király; Éva Konkoly-Gyuró; Jacek Kozak; Katarína Antalová; Tetyana Kuchma; Peter Mackovčin; Matej Mojses; Catalina Munteanu; Krzysztof Ostafin; Katarzyna Ostapowicz; Oleksandra Shandra; Premysl Stych; Volker C. Radeloff

ABSTRACT We produced the first spatially explicit, cross-border, digital map of long-term (160 years) land use in the Carpathian Ecoregion, the Hungarian part of the Pannonian plains and the historical region of Moravia in the Czech Republic. We mapped land use in a regular 2 × 2 km point grid. Our dataset comprises of 91,310 points covering 365,240 km2 in seven countries (Czechia, Slovakia, Austria, Hungary, Poland, Ukraine and Romania). We digitized three time layers: (1) for the Habsburg period, we used maps of the second Habsburg military survey from years 1819–1873 at the scale 1:28,800 and the Szatmaris maps from years 1855–1858 at scale 1:57,600; (2) The World Wars period was covered by national topographic maps from years 1915–1945 and scales here ranged between 1:20,000–1:100,000; and (3) the Socialist period was mapped from national topographic maps for the years 1950–1983 at scales between 1:25,000–1:50,000. We collected metadata about the years of mapping and map sources. We used a hierarchical legend for our maps, so that the land use classification for the entire region consisted of 9 categories at the most general level and of 22 categories depending on the period and a country.


ISPRS international journal of geo-information | 2018

Long-term changes of the Wildland-Urban Interface in the Polish Carpathians

Dominik Kaim; Volker C. Radeloff; Marcin Szwagrzyk; Monika Dobosz; Krzysztof Ostafin

The Wildland–Urban Interface (WUI) is the area where houses and wildland vegetation meet or intermingle, which causes many environmental problems. The current WUI is widespread in many regions, but it is unclear how the WUI evolved, especially in regions where both houses and forest cover have increased. Here we compared WUI change in the Polish Carpathians for 1860 and 2013 in two study areas with different land use history. Our western study area experienced gradual forest increase and housing growth over time, while the eastern study area was subject to a shock due to post-war resettlements, which triggered rapid reforestation. We found that in both study areas WUI extent increased from 1860 to 2013 (41.3 to 54.6%, and 12.2 to 33.3%, in the west and east, respectively). However the causes of WUI growth were very different. In the western study area new houses were the main cause for new WUI, while in the eastern study area forest cover increase was more important. Our results highlight that regions with similar current WUI cover have evolved very differently, and that the WUI has grown rapidly and is widespread in the Polish Carpathians.


Land Use Policy | 2014

Forest and agricultural land change in the Carpathian region—A meta-analysis of long-term patterns and drivers of change

Catalina Munteanu; Tobias Kuemmerle; Martin Boltiziar; Van Butsic; Urs Gimmi; Lubos Halada; Dominik Kaim; Géza Király; Éva Konkoly-Gyuró; Jacek Kozak; Juraj Lieskovský; Matej Mojses; Daniel Müller; Krzystof Ostafin; Katarzyna Ostapowicz; Oleksandra Shandra; Přemysl Štych; Sarah Walker; Volker C. Radeloff


Global Environmental Change-human and Policy Dimensions | 2015

Legacies of 19th century land use shape contemporary forest cover

Catalina Munteanu; Tobias Kuemmerle; Nicholas S. Keuler; Daniel Müller; Pál Balázs; Monika Dobosz; Patrick Griffiths; Lubos Halada; Dominik Kaim; Géza Király; Éva Konkoly-Gyuró; Jacek Kozak; Juraj Lieskovsky; Krzysztof Ostafin; Katarzyna Ostapowicz; Oleksandra Shandra; Volker C. Radeloff


Applied Geography | 2016

Broad scale forest cover reconstruction from historical topographic maps

Dominik Kaim; Jacek Kozak; Natalia Kolecka; Elżbieta Ziółkowska; Krzysztof Ostafin; Katarzyna Ostapowicz; Urs Gimmi; Catalina Munteanu; Volker C. Radeloff

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Jacek Kozak

Jagiellonian University

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Volker C. Radeloff

University of Wisconsin-Madison

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Catalina Munteanu

University of Wisconsin-Madison

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Tobias Kuemmerle

Humboldt University of Berlin

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Oleksandra Shandra

Taras Shevchenko National University of Kyiv

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