The Use of Geographic Databases for Analyzing Changes in Land Cover - A Case Study of the Region of Warmia and Mazury in Poland

This article analyzes the applicability of spatial data for evaluating and monitoring changes in land use and their impact on the local landscape. The Coordination of Information on the Environment (CORINE) Land Cover database was used to develop a procedure and an indicator for analyzing changes in land cover, and the continuity of different land use types. Changes in land use types were evaluated based on land cover data. The results were analyzed over time to track changes in the evaluated region. The studied area was the Region of Warmia and Mazury in Poland. The preservation of homogeneous land cover plays a particularly important role in areas characterized by high natural value and an abundance of forests and water bodies. The study revealed considerable changes in land cover and landscape fragmentation in the analyzed region.

[1]  P. F. Fisher,et al.  Landscape metrics with ecotones: pattern under uncertainty , 2004, Landscape Ecology.

[2]  Xiaohua Tong,et al.  Detecting urban ecological land-cover structure using remotely sensed imagery: A multi-area study focusing on metropolitan inner cities , 2019, Int. J. Appl. Earth Obs. Geoinformation.

[3]  D. Hagare,et al.  Defining rural–urban interfaces for understanding ecohydrological processes in West Java, Indonesia: Part II. Its application to quantify rural–urban interface ecohydrology , 2017 .

[4]  P. Hostert,et al.  Mapping patterns of urban development in Ouagadougou, Burkina Faso, using machine learning regression modeling with bi-seasonal Landsat time series , 2018, Remote Sensing of Environment.

[5]  A. Llausàs,et al.  Indicators of landscape fragmentation: The case for combining ecological indices and the perceptive approach , 2012 .

[6]  E. Jürgenson Land reform, land fragmentation and perspectives for future land consolidation in Estonia , 2016 .

[7]  L. Fahrig Effects of Habitat Fragmentation on Biodiversity , 2003 .

[8]  Erich Tasser,et al.  Modification of the effective mesh size for measuring landscape fragmentation to solve the boundary problem , 2007, Landscape Ecology.

[11]  Xiaodong Na,et al.  Comparison of land use/land cover change and landscape patterns in Honghe National Nature Reserve and the surrounding Jiansanjiang Region, China , 2015 .

[12]  Ed B. Wiken,et al.  Monitoring the Conservation of Grassland Habitats, Prairie Ecozone, Canada , 2003, Environmental monitoring and assessment.

[13]  Greg Brown,et al.  Methods for identifying land use conflict potential using participatory mapping , 2014 .

[14]  Pengbo Liu,et al.  A Methodology to Monitor Urban Expansion and Green Space Change Using a Time Series of Multi-Sensor SPOT and Sentinel-2A Images , 2019, Remote. Sens..

[15]  Christian Thiel,et al.  Mapping CORINE Land Cover from Sentinel-1A SAR and SRTM Digital Elevation Model Data using Random Forests , 2015, Remote. Sens..

[16]  Tianfeng Wei,et al.  Dynamics of Land Use and Land Cover Changes in An Arid Piedmont Plain in the Middle Reaches of the Kaxgar River Basin, Xinjiang, China , 2020, ISPRS Int. J. Geo Inf..

[17]  Lalit Kumar,et al.  Investigating the Use of Remote Sensing and GIS Techniques to Detect Land Use and Land Cover Change: A Review , 2013 .

[18]  Paolo Gamba,et al.  Intra-Urban Change Analysis Using Sentinel-1 and Nighttime Light Data , 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[19]  Zhizhu Lai,et al.  Spatio-temporal dynamics of urban residential CO2 emissions and their driving forces in China using the integrated two nighttime light datasets , 2019, Applied Energy.

[20]  John A. Kupfer,et al.  National assessments of forest fragmentation in the US , 2006 .

[21]  Beniamino Murgante,et al.  Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal , 2018, Environ. Model. Softw..

[22]  S. Low Towards a theory of urban fragmentation: A cross-cultural analysis of fear, privatization, and the state , 2006 .

[23]  S. A. Lone,et al.  Geo-spatial analysis of land use/land cover change and its impact on the food security in District Anantnag of Kashmir Valley , 2018, GeoJournal.

[24]  Yuyu Zhou,et al.  Urban mapping using DMSP/OLS stable night-time light: a review , 2017, Remote Sensing of Night-time Light.

[25]  J. W. Bruce,et al.  The causes of land-use and land-cover change: moving beyond the myths , 2001 .

[26]  Guo-yu Li,et al.  Vegetation Response to Urban Landscape Spatial Pattern Change in the Yangtze River Delta, China , 2019 .

[27]  M. Petrakis,et al.  Integrating Corine Land Cover data and Landsat TM for surface emissivity definition: application to the urban area of Athens, Greece , 2007 .

[28]  Eusébio Reis,et al.  The Effects of Land Use and Land Cover Geoinformation Raster Generalization in the Analysis of LUCC in Portugal , 2018, ISPRS Int. J. Geo Inf..

[29]  T. Pei,et al.  Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities , 2012 .

[30]  Matan E. Singer,et al.  Incorporating Topography into Landscape Continuity Analysis—Hong Kong Island as a Case Study , 2013 .

[31]  M. Soto‐Berelov,et al.  Continuity and Distinction in Land Cover Across a Rural Stretch of the U.S.-Mexico Border , 2011 .

[32]  Xiaoping Liu,et al.  High-resolution multi-temporal mapping of global urban land using Landsat images based on the Google Earth Engine Platform , 2018 .

[33]  J. Rogan,et al.  Remote sensing technology for mapping and monitoring land-cover and land-use change , 2004 .

[34]  Edyta Puniach,et al.  Use of Unmanned Aerial Vehicles (UAVs) for Updating Farmland Cadastral Data in Areas Subject to Landslides , 2018, ISPRS Int. J. Geo Inf..

[35]  D. Lindenmayer,et al.  Landscape modification and habitat fragmentation: a synthesis , 2007 .

[36]  A. Senetra,et al.  Analysis of changes in the land use structure of developed and urban areas in Eastern Poland , 2014 .

[37]  Gerard Hazeu,et al.  Corine land cover change detection in Europe (case studies of the Netherlands and Slovakia) , 2007 .

[38]  U. Benz,et al.  Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information , 2004 .

[39]  Iwona Cieślak Identification of areas exposed to land use conflict with the use of multiple-criteria decision-making methods , 2019 .

[40]  Ioan Ianos,et al.  Trends in the National and Regional Transitional Dynamics of Land Cover and Use Changes in Romania , 2020, Remote. Sens..

[41]  Christophe Sannier,et al.  Monitoring Urban Areas with Sentinel-2A Data: Application to the Update of the Copernicus High Resolution Layer Imperviousness Degree , 2016, Remote. Sens..

[42]  Nelson B. Villoria,et al.  Technology Spillovers and Land Use Change: Empirical Evidence from Global Agriculture , 2019, American Journal of Agricultural Economics.

[43]  V. Tomaselli,et al.  Mapping and quantifying habitat fragmentation in small coastal areas: a case study of three protected wetlands in Apulia (Italy) , 2011, Environmental Monitoring and Assessment.

[44]  Iwona Cieślak,et al.  Spatial conflicts: Analyzing a burden created by differing land use , 2019, Acta geographica Slovenica.

[45]  Jochen A. G. Jaeger,et al.  Implementing landscape fragmentation as an indicator in the Swiss Monitoring System Of Sustainable Development (Monet). , 2008, Journal of environmental management.

[46]  Ramesh P. Singh,et al.  Land Use and Land Cover Changes, and Environment and Risk Evaluation of Dujiangyan City (SW China) Using Remote Sensing and GIS Techniques , 2018, Sustainability.

[47]  T. Esch,et al.  Breaking new ground in mapping human settlements from space – The Global Urban Footprint , 2017, 1706.04862.

[48]  Jürgen Vogt,et al.  An Optimized System for the Classification of Meteorological Drought Intensity with Applications in Drought Frequency Analysis , 2014 .

[49]  Zhifeng Liu,et al.  Extracting the dynamics of urban expansion in China using DMSP-OLS nighttime light data from 1992 to 2008 , 2012 .

[50]  A. Biłozor,et al.  Identification and Location of a Transitional Zone between an Urban and a Rural Area Using Fuzzy Set Theory, CLC, and HRL Data , 2019, Sustainability.

[51]  Matthew Carmona,et al.  Re-theorising contemporary public space: a new narrative and a new normative , 2015 .

[52]  M. Nicolau,et al.  Patterns, causes and consequences of land use/cover dynamics in the Gumara watershed of lake Tana basin, Northwestern Ethiopia , 2016, Environmental Systems Research.

[53]  Iwona Cieślak,et al.  The quality of pedestrian space in the city: a case study of Olsztyn , 2015 .

[54]  Morten B. Hartvigsen,et al.  Land reform and land fragmentation in Central and Eastern Europe , 2014 .

[55]  N. Ahmad,et al.  Changes in land use pattern and factors responsible for variations in current fallow land in Bihar, India , 2018 .

[56]  Jane Southworth,et al.  From pattern to process: landscape fragmentation and the analysis of land use/land cover change , 2004 .

[57]  Christopher M. Jones,et al.  Spatial distribution of U.S. household carbon footprints reveals suburbanization undermines greenhouse gas benefits of urban population density. , 2014, Environmental science & technology.

[58]  A. Tsoar,et al.  Landscape continuity analysis: A new approach to conservation planning in Israel , 2007 .

[59]  T. Balz,et al.  SAR Coherence Change Detection of Urban Areas Affected by Disasters Using SENTINEL-1 Imagery , 2018 .

[60]  Antonio Leone,et al.  Land cover and land use change in the Italian central Apennines: A comparison of assessment methods , 2009 .

[61]  Sérgio Freire,et al.  Unveiling 25 Years of Planetary Urbanization with Remote Sensing: Perspectives from the Global Human Settlement Layer , 2018, Remote. Sens..

[62]  Iwona Cieślak,et al.  Land Use Changes Monitoring with CORINE Land Cover Data , 2017 .

[63]  George F. Jenks,et al.  ERROR ON CHOROPLETHIC MAPS: DEFINITION, MEASUREMENT, REDUCTION , 1971 .

[64]  Fabio Del Frate,et al.  Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection , 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

[65]  Hannes Taubenböck,et al.  How good is the map? A multi-scale cross-comparison framework for global settlement layers: Evidence from Central Europe , 2016 .

[66]  R. Yilmaz Monitoring land use/land cover changes using CORINE land cover data: a case study of Silivri coastal zone in Metropolitan Istanbul , 2010, Environmental monitoring and assessment.

[67]  U. Walz Indicators to monitor the structural diversity of landscapes , 2015 .

[68]  Pierre Soille,et al.  Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas , 2016, Remote. Sens..

[69]  Jochen A. G. Jaeger Landscape division, splitting index, and effective mesh size: new measures of landscape fragmentation , 2000, Landscape Ecology.

[70]  Andrea De Montis,et al.  Landscape fragmentation in Mediterranean Europe: A comparative approach , 2017 .

[71]  Karol Szuniewicz,et al.  The Use of the CORINE Land Cover (CLC) Database for Analyzing Urban Sprawl , 2020, Remote. Sens..

[72]  Santiago Saura,et al.  Network analysis to assess landscape connectivity trends: application to European forests (1990–2000) , 2011 .

[73]  Peng Gong,et al.  Mapping Urban Land Use by Using Landsat Images and Open Social Data , 2016, Remote. Sens..

[74]  Chunyang He,et al.  Similarities and differences of city-size distributions in three main urban agglomerations of China from 1992 to 2015: A comparative study based on nighttime light data , 2017, Journal of Geographical Sciences.

[75]  A. Yüksel,et al.  Using ASTER Imagery in Land Use/cover Classification of Eastern Mediterranean Landscapes According to CORINE Land Cover Project , 2008, Sensors.