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Spatial and temporal analysis of habitat quality

Year 2025, Volume: 62 Issue: 3, 285 - 296, 18.09.2025
https://doi.org/10.20289/zfdergi.1527153

Abstract

Objective: This study aims to analyze the spatio-temporal changes in habitat quality associated with land use/land cover (LULC) change and landscape characteristics in the Manisa province from 1995 to 2020.
Material and Methods: Open access LULC maps obtained from the European Space Agency (ESA) for the years 1995 and 2020 and Landsat satellite images of the same years were used in the study. After determining LULC changes for 1995 and 2020, habitat quality was modelled and evaluated for these years using the InVEST software's Habitat Quality Module.
Results: Between 1995 and 2020, Agricultural Land decreased, and Urban areas increased in the study area. The increase in Shrubland and Forests has improved the Habitat Quality, especially in and near upland areas. Despite these LULC changes, the average Habitat Quality increased very little, with high quality areas increasing and low-quality areas decreasing.
Conclusion: This study showed that Habitat Quality can be maintained by managing LULC changes, and that protecting and enhancing vegetation-rich areas would support high Habitat Quality.

References

  • Alberti, M., 2005. The effects of urban patterns on ecosystem function. International Regional Science Review, 28 (2): 168-192.
  • Barela, I., L.M. Burger, J. Taylor, K.O. Evans, R. Ogawa, L. McClintic & G. Wang, 2020. Relationships between survival and habitat suitability of semi‐aquatic mammals. Ecology and Evolution, 10 (11): 4867-4875.
  • Bolund, P. & S. Hunhammar, 1999. Ecosystem services in urban areas. Ecological Economics, 29 (2): 293-301.
  • Bratman, G.N., G.C. Daily, B.J. Levy & J.J. Gross, 2015. The benefits of nature experience: Improved affect and cognition. Landscape and Urban Planning, 138 (2015): 41-50.
  • Cadenasso, M.L., S.T. Pickett & K. Schwarz, 2007. Spatial heterogeneity in urban ecosystems: reconceptualizing land cover and a framework for classification. Frontiers in Ecology and the Environment, 5 (2): 80-88.
  • Chaplin-Kramer, R., R.P. Sharp, L. Mandle, S. Sim, J. Johnson, I. Butnar, L. Milà i Canals, B.A. Eichelberger, I. Ramler, C. Mueller & N. McLachlan, 2015. Spatial patterns of agricultural expansion determine impacts on biodiversity and carbon storage. Proceedings of the National Academy of Sciences, 112 (24): 7402-7407.
  • Di Febbraro, M., L. Sallustio, M. Vizzarri, D. De Rosa, L. De Lisio, A. Loy, B.A. Eichelberger & M. Marchetti, 2018. Expert-based and correlative models to map habitat quality: Which gives better support to conservation planning?. Global Ecology and Conservation, 16 (2018): e00513.
  • Ersoy Tonyaloğlu, E., 2024. Future land use/land cover and its impacts on ecosystem services: case of Aydın, Turkey. International Journal of Environmental Science and Technology, 1-17.
  • Ersoy, E., A. Jorgensen & P.H. Warren, 2019. Identifying multispecies connectivity corridors and the spatial pattern of the landscape. Urban Forestry & Urban Greening, 40 (2019): 308-322.
  • ESA, 2024. European Space Agency land cover maps. (Web page: https://maps.elie.ucl.ac.be/CCI/viewer/index.php) (Date accessed: April 2024).
  • Escobedo, F.J., T. Kroeger & J.E. Wagner, 2011. Urban forests and pollution mitigation: Analyzing ecosystem services and disservices. Environmental Pollution, 159 (8-9): 2078-2087. Environmental Systems Research Institute (ESRI), 2015. ArcGIS Desktop: Release 10.5.1. Redlands, CA.
  • Forman, R.T., 1995. Land Mosaics: The Ecology of Landscapes and Regions. Cambridge University Press, 632 pp. Francis, R.A., & M.A. Chadwick, 2013. Urban Ecosystems: Understanding the Human Environment. Routledge.
  • Gaston, K.J., J. Bennie, T.W. Davies & J. Hopkins, 2013. The ecological impacts of nighttime light pollution: a mechanistic appraisal. Biological Reviews, 88 (4): 912-927.
  • Gomes, E., M. Inácio, K. Bogdzevič, M. Kalinauskas, D. Karnauskaitė & P. Pereira, 2021. Future scenarios impact on land use change and habitat quality in Lithuania. Environmental Research, 197 (2021): 111101.
  • Grimm, N.B., D. Foster, P. Groffman, J.M. Grove, C.S. Hopkinson, K.J. Nadelhoffer, D.E. Pataki & D.P. Peters, 2008. The changing landscape: ecosystem responses to urbanization and pollution across climatic and societal gradients. Frontiers in Ecology and the Environment, 6 (5): 264-272.
  • Groffman, P.M., M.L. Cadenasso, J. Cavender-Bares, D.L. Childers, N.B. Grimm, J.M. Grove, S.E. Hobbie, L.R. Hutyra, G. Darrel Jenerette, T. McPhearson & D.E. Pataki, 2017. Moving towards a new urban systems science. Ecosystems, 20 (2017): 38-43.
  • Jiang, C., R. Nath, L. Labzovskii & D. Wang, 2018. Integrating ecosystem services into effectiveness assessment of ecological restoration program in northern China's arid areas: Insights from the Beijing-Tianjin Sandstorm Source Region. Land Use Policy, 75 (2018): 201-214.
  • Kesgin Atak, B. & E. Ersoy Tonyaloğlu, 2020. Monitoring the spatiotemporal changes in regional ecosystem health: A case study in Izmir, Turkey. Environmental Monitoring and Assessment, 192 (2020): 385.
  • Kesgin Atak, B., 2020. Kentsel peyzaj yapısındaki değişimlerin peyzaj metrikleri ile analizi, İzmir örneği. Ege Üniversitesi Ziraat Fakültesi Dergisi, 57 (1): 119-128.
  • Kolokotsa, D., A.Α. Lilli, M.A. Lilli & N.P. Nikolaidis, 2020. On the impact of nature-based solutions on citizens’ health & well being. Energy and buildings, 229 (2020): 110527.
  • Kurtşan, K. & E. Nurlu, 2020. Tarımsal peyzaj değişimi analizi: İzmir ili Bornova ilçesi örneği. Ege Üniversitesi Ziraat Fakültesi Dergisi, Özel Sayı (2020): 81-89.
  • Levin, L.A., R.J. Etter, M.A. Rex, A.J. Gooday, C.R. Smith, J. Pineda, C.T. Stuart, R.R. Hessler & D. Pawson, 2001. Environmental influences on regional deep-sea species diversity. Annual Review of Ecology and Systematics, 32 (1): 51-93.
  • Li, T., R. Bao, L. Li, M. Tang & H. Deng, 2023. Temporal and spatial changes of habitat quality and their potential driving factors in Southwest China. Land, 12 (2): 346.
  • Luttik, J., 2000. The value of trees, water and open space as reflected by house prices in the Netherlands. Landscape and Urban Planning, 48 (3-4): 161-167.
  • McKinney, M.L., 2008. Effects of urbanization on species richness: a review of plants and animals. Urban Ecosystems, 11 (2008): 161-176.
  • McPherson, E.G., Q. Xiao, & E. Aguaron, 2013. A new approach to quantify and map carbon stored, sequestered and emissions avoided by urban forests. Landscape and Urban Planning, 120 (2013): 70-84.
  • Mears, M., P. Brindley, A. Jorgensen, E. Ersoy, & R. Maheswaran, 2019. Greenspace spatial characteristics and human health in an urban environment: An epidemiological study using landscape metrics in Sheffield, UK. Ecological Indicators, 106 (2019): 105464.
  • Millennium Ecosystem Assessment, 2005. Ecosystems and human well-being: synthesis, Island Press, Washington, DC., 137 pp.
  • Natural Capital Project, 2022. InVEST 3.13.0 User’s guide. Stanford University, University of Minnesota, Chinese Academy of Sciences, The Nature Conservancy, World Wildlife Fund, and Stockholm Resilience Centre, (Web page: https://storage.googleapis.com/releases.naturalcapitalproject.org/invest-userguide/latest/en/index.html (Date accessed: August 2023).
  • Natural Capital Project, 2023. InVEST. Integrated valuation of ecosystem services and tradeoffs, habitat quality, (Web page: http://releases.naturalcapitalproject.org/invest-userguide/latest/en/habitat_quality.html) (Date accessed: August 2023).
  • Nowak, E., F. Jurie & B. Triggs, 2006. Sampling strategies for bag-of-features image classification. In Computer Vision–ECCV 2006: 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part IV 9 (pp. 490-503). Springer Berlin Heidelberg.
  • Ouyang, X., L. Tang, X. Wei & Y. Li, 2021. Spatial interaction between urbanization and ecosystem services in Chinese urban agglomerations. Land Use Policy, 109 (2021): 105587.
  • Pataki, D. E., M.M. Carreiro, J. Cherrier, N.E. Grulke, V. Jennings, S. Pincetl, R.V. Pouyat, T.H. Whitlow & W.C. Zipperer, 2011. Coupling biogeochemical cycles in urban environments: ecosystem services, green solutions, and misconceptions. Frontiers in Ecology and the Environment, 9 (1): 27-36.
  • Pettorelli, N., S. Ryan, T. Mueller, N. Bunnefeld, B. Jędrzejewska, M. Lima, & K. Kausrud, 2011. The normalized difference vegetation index (NDVI): unforeseen successes in animal ecology. Climate Research, 46 (1): 15-27.
  • Sandifer, P.A., A.E. Sutton-Grier & B.P. Ward, 2015. Exploring connections among nature, biodiversity, ecosystem services, and human health and well-being: opportunities to enhance health and biodiversity conservation. Ecosystem Services, 12 (2015): 1-15.
  • Salata, S., C. Giaimo, C.A. Barbieri, A. Ballocca, F. Scalise, & G. Pantaloni, 2020. The utilization of normalized difference vegetation index to map habitat quality in Turin (Italy). Sustainability, 12 (18): 7751.
  • Salata, S., S. Ronchi, A. Arcidiacono & F. Ghirardelli, 2017. Mapping habitat quality in the Lombardy region, Italy. One Ecosystem, 2 (2017): 1-8.
  • Shen, G., F. He, R. Waagepetersen, I.F. Sun, Z. Hao, Z.S. Chen & M. Yu, 2013. Quantifying effects of habitat heterogeneity and other clustering processes on spatial distributions of tree species. Ecology, 94 (11): 2436-2443.
  • Semeraro, T., A. Scarano, R. Buccolieri, A. Santino & E. Aarrevaara, 2021. Planning of urban green spaces: an ecological perspective on human benefits. Land, 10 (2): 105.
  • Terrado, M., S. Sabater, B. Chaplin-Kramer, L. Mandle, G. Ziv & V. Acuña, 2016. Model development for the assessment of terrestrial and aquatic habitat quality in conservation planning. Science of the Total Environment, 540 (2016): 63-70.
  • Tonyaloğlu, E.E., 2020. Spatiotemporal dynamics of urban ecosystem services in Turkey: The case of Bornova, Izmir. Urban Forestry & Urban Greening, 49 (2020): 126631.
  • Tzoulas, K., K. Korpela, S. Venn, V. Yli-Pelkonen, A. Kaźmierczak, J. Niemela & P. James, 2007. Promoting ecosystem and human health in urban areas using Green Infrastructure: A literature review. Landscape and Urban Planning, 81 (3): 167-178.
  • USGS, 2024. United States Geological Survey EarthExplorer. (Web page: https://earthexplorer.usgs.gov/) (Date accessed: April 2024).
  • Wang, X., F. Su, F. Yan, X. Zhang & X. Wang, 2022. Effects of coastal urbanization on habitat quality: a case study in Guangdong-Hong Kong-Macao Greater Bay Area. Land, 12 (1): 34.
  • Weber, D., G. Schaepman-Strub & K. Ecker, 2018. Predicting habitat quality of protected dry grasslands using Landsat NDVI phenology. Ecological Indicators, 91 (2018): 447-460.
  • Yohannes, H., T. Soromessa, M. Argaw & A. Dewan, 2021. Spatio-temporal changes in habitat quality and linkage with landscape characteristics in the Beressa watershed, Blue Nile basin of Ethiopian highlands. Journal of Environmental Management, 281 (2021): 111885.

Habitat kalitesinin mekânsal ve zamansal analizi

Year 2025, Volume: 62 Issue: 3, 285 - 296, 18.09.2025
https://doi.org/10.20289/zfdergi.1527153

Abstract

Amaç: Çalışmanın amacı, 1995-2020 yılları arasında Manisa ilinde arazi kullanımı/arazi örtüsü (AKAÖ) değişimi ve peyzaj özellikleri ile ilişkili Habitat Kalitesindeki yaşanan mekânsal-zamansal değişimlerin analiz edilmesidir.
Materyal ve Yöntem: Çalışmada, 1995 ve 2020 yıllarına ait Avrupa Uzay Ajansı'ndan (ESA) elde edilen açık erişimli AKAÖ haritaları ile aynı yıllara ait Landsat uydu görüntüleri kullanılmıştır. 1995 ve 2020 yılları için AKAÖ değişimleri belirlendikten sonra, bu yıllara ait habitat kalitesi InVEST yazılımının Habitat Kalitesi Modülü kullanılarak modellenmiş ve değerlendirilmiştir.
Araştırma Bulguları: 1995-2020 yılları arasında çalışma alanında Tarım Arazileri azalmış, Kentsel alanlar ise artmıştır. Çalılık ve Ormanlık alanların artışı özellikle yüksek bölgeler ve yakınlarında Habitat Kalitesini iyileştirmiştir. Bu AKAÖ değişimlerine rağmen, ortalama Habitat Kalitesi çok az artmış, yüksek kaliteli alanlar artarken düşük kaliteli alanlar azalmıştır.
Sonuç: Bu çalışma, AKAÖ değişimlerini yöneterek, bitki örtüsü zengin bölgelerin korunması ve artırılması yoluyla Habitat Kalitesinin korunabileceğini göstermiştir.

References

  • Alberti, M., 2005. The effects of urban patterns on ecosystem function. International Regional Science Review, 28 (2): 168-192.
  • Barela, I., L.M. Burger, J. Taylor, K.O. Evans, R. Ogawa, L. McClintic & G. Wang, 2020. Relationships between survival and habitat suitability of semi‐aquatic mammals. Ecology and Evolution, 10 (11): 4867-4875.
  • Bolund, P. & S. Hunhammar, 1999. Ecosystem services in urban areas. Ecological Economics, 29 (2): 293-301.
  • Bratman, G.N., G.C. Daily, B.J. Levy & J.J. Gross, 2015. The benefits of nature experience: Improved affect and cognition. Landscape and Urban Planning, 138 (2015): 41-50.
  • Cadenasso, M.L., S.T. Pickett & K. Schwarz, 2007. Spatial heterogeneity in urban ecosystems: reconceptualizing land cover and a framework for classification. Frontiers in Ecology and the Environment, 5 (2): 80-88.
  • Chaplin-Kramer, R., R.P. Sharp, L. Mandle, S. Sim, J. Johnson, I. Butnar, L. Milà i Canals, B.A. Eichelberger, I. Ramler, C. Mueller & N. McLachlan, 2015. Spatial patterns of agricultural expansion determine impacts on biodiversity and carbon storage. Proceedings of the National Academy of Sciences, 112 (24): 7402-7407.
  • Di Febbraro, M., L. Sallustio, M. Vizzarri, D. De Rosa, L. De Lisio, A. Loy, B.A. Eichelberger & M. Marchetti, 2018. Expert-based and correlative models to map habitat quality: Which gives better support to conservation planning?. Global Ecology and Conservation, 16 (2018): e00513.
  • Ersoy Tonyaloğlu, E., 2024. Future land use/land cover and its impacts on ecosystem services: case of Aydın, Turkey. International Journal of Environmental Science and Technology, 1-17.
  • Ersoy, E., A. Jorgensen & P.H. Warren, 2019. Identifying multispecies connectivity corridors and the spatial pattern of the landscape. Urban Forestry & Urban Greening, 40 (2019): 308-322.
  • ESA, 2024. European Space Agency land cover maps. (Web page: https://maps.elie.ucl.ac.be/CCI/viewer/index.php) (Date accessed: April 2024).
  • Escobedo, F.J., T. Kroeger & J.E. Wagner, 2011. Urban forests and pollution mitigation: Analyzing ecosystem services and disservices. Environmental Pollution, 159 (8-9): 2078-2087. Environmental Systems Research Institute (ESRI), 2015. ArcGIS Desktop: Release 10.5.1. Redlands, CA.
  • Forman, R.T., 1995. Land Mosaics: The Ecology of Landscapes and Regions. Cambridge University Press, 632 pp. Francis, R.A., & M.A. Chadwick, 2013. Urban Ecosystems: Understanding the Human Environment. Routledge.
  • Gaston, K.J., J. Bennie, T.W. Davies & J. Hopkins, 2013. The ecological impacts of nighttime light pollution: a mechanistic appraisal. Biological Reviews, 88 (4): 912-927.
  • Gomes, E., M. Inácio, K. Bogdzevič, M. Kalinauskas, D. Karnauskaitė & P. Pereira, 2021. Future scenarios impact on land use change and habitat quality in Lithuania. Environmental Research, 197 (2021): 111101.
  • Grimm, N.B., D. Foster, P. Groffman, J.M. Grove, C.S. Hopkinson, K.J. Nadelhoffer, D.E. Pataki & D.P. Peters, 2008. The changing landscape: ecosystem responses to urbanization and pollution across climatic and societal gradients. Frontiers in Ecology and the Environment, 6 (5): 264-272.
  • Groffman, P.M., M.L. Cadenasso, J. Cavender-Bares, D.L. Childers, N.B. Grimm, J.M. Grove, S.E. Hobbie, L.R. Hutyra, G. Darrel Jenerette, T. McPhearson & D.E. Pataki, 2017. Moving towards a new urban systems science. Ecosystems, 20 (2017): 38-43.
  • Jiang, C., R. Nath, L. Labzovskii & D. Wang, 2018. Integrating ecosystem services into effectiveness assessment of ecological restoration program in northern China's arid areas: Insights from the Beijing-Tianjin Sandstorm Source Region. Land Use Policy, 75 (2018): 201-214.
  • Kesgin Atak, B. & E. Ersoy Tonyaloğlu, 2020. Monitoring the spatiotemporal changes in regional ecosystem health: A case study in Izmir, Turkey. Environmental Monitoring and Assessment, 192 (2020): 385.
  • Kesgin Atak, B., 2020. Kentsel peyzaj yapısındaki değişimlerin peyzaj metrikleri ile analizi, İzmir örneği. Ege Üniversitesi Ziraat Fakültesi Dergisi, 57 (1): 119-128.
  • Kolokotsa, D., A.Α. Lilli, M.A. Lilli & N.P. Nikolaidis, 2020. On the impact of nature-based solutions on citizens’ health & well being. Energy and buildings, 229 (2020): 110527.
  • Kurtşan, K. & E. Nurlu, 2020. Tarımsal peyzaj değişimi analizi: İzmir ili Bornova ilçesi örneği. Ege Üniversitesi Ziraat Fakültesi Dergisi, Özel Sayı (2020): 81-89.
  • Levin, L.A., R.J. Etter, M.A. Rex, A.J. Gooday, C.R. Smith, J. Pineda, C.T. Stuart, R.R. Hessler & D. Pawson, 2001. Environmental influences on regional deep-sea species diversity. Annual Review of Ecology and Systematics, 32 (1): 51-93.
  • Li, T., R. Bao, L. Li, M. Tang & H. Deng, 2023. Temporal and spatial changes of habitat quality and their potential driving factors in Southwest China. Land, 12 (2): 346.
  • Luttik, J., 2000. The value of trees, water and open space as reflected by house prices in the Netherlands. Landscape and Urban Planning, 48 (3-4): 161-167.
  • McKinney, M.L., 2008. Effects of urbanization on species richness: a review of plants and animals. Urban Ecosystems, 11 (2008): 161-176.
  • McPherson, E.G., Q. Xiao, & E. Aguaron, 2013. A new approach to quantify and map carbon stored, sequestered and emissions avoided by urban forests. Landscape and Urban Planning, 120 (2013): 70-84.
  • Mears, M., P. Brindley, A. Jorgensen, E. Ersoy, & R. Maheswaran, 2019. Greenspace spatial characteristics and human health in an urban environment: An epidemiological study using landscape metrics in Sheffield, UK. Ecological Indicators, 106 (2019): 105464.
  • Millennium Ecosystem Assessment, 2005. Ecosystems and human well-being: synthesis, Island Press, Washington, DC., 137 pp.
  • Natural Capital Project, 2022. InVEST 3.13.0 User’s guide. Stanford University, University of Minnesota, Chinese Academy of Sciences, The Nature Conservancy, World Wildlife Fund, and Stockholm Resilience Centre, (Web page: https://storage.googleapis.com/releases.naturalcapitalproject.org/invest-userguide/latest/en/index.html (Date accessed: August 2023).
  • Natural Capital Project, 2023. InVEST. Integrated valuation of ecosystem services and tradeoffs, habitat quality, (Web page: http://releases.naturalcapitalproject.org/invest-userguide/latest/en/habitat_quality.html) (Date accessed: August 2023).
  • Nowak, E., F. Jurie & B. Triggs, 2006. Sampling strategies for bag-of-features image classification. In Computer Vision–ECCV 2006: 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part IV 9 (pp. 490-503). Springer Berlin Heidelberg.
  • Ouyang, X., L. Tang, X. Wei & Y. Li, 2021. Spatial interaction between urbanization and ecosystem services in Chinese urban agglomerations. Land Use Policy, 109 (2021): 105587.
  • Pataki, D. E., M.M. Carreiro, J. Cherrier, N.E. Grulke, V. Jennings, S. Pincetl, R.V. Pouyat, T.H. Whitlow & W.C. Zipperer, 2011. Coupling biogeochemical cycles in urban environments: ecosystem services, green solutions, and misconceptions. Frontiers in Ecology and the Environment, 9 (1): 27-36.
  • Pettorelli, N., S. Ryan, T. Mueller, N. Bunnefeld, B. Jędrzejewska, M. Lima, & K. Kausrud, 2011. The normalized difference vegetation index (NDVI): unforeseen successes in animal ecology. Climate Research, 46 (1): 15-27.
  • Sandifer, P.A., A.E. Sutton-Grier & B.P. Ward, 2015. Exploring connections among nature, biodiversity, ecosystem services, and human health and well-being: opportunities to enhance health and biodiversity conservation. Ecosystem Services, 12 (2015): 1-15.
  • Salata, S., C. Giaimo, C.A. Barbieri, A. Ballocca, F. Scalise, & G. Pantaloni, 2020. The utilization of normalized difference vegetation index to map habitat quality in Turin (Italy). Sustainability, 12 (18): 7751.
  • Salata, S., S. Ronchi, A. Arcidiacono & F. Ghirardelli, 2017. Mapping habitat quality in the Lombardy region, Italy. One Ecosystem, 2 (2017): 1-8.
  • Shen, G., F. He, R. Waagepetersen, I.F. Sun, Z. Hao, Z.S. Chen & M. Yu, 2013. Quantifying effects of habitat heterogeneity and other clustering processes on spatial distributions of tree species. Ecology, 94 (11): 2436-2443.
  • Semeraro, T., A. Scarano, R. Buccolieri, A. Santino & E. Aarrevaara, 2021. Planning of urban green spaces: an ecological perspective on human benefits. Land, 10 (2): 105.
  • Terrado, M., S. Sabater, B. Chaplin-Kramer, L. Mandle, G. Ziv & V. Acuña, 2016. Model development for the assessment of terrestrial and aquatic habitat quality in conservation planning. Science of the Total Environment, 540 (2016): 63-70.
  • Tonyaloğlu, E.E., 2020. Spatiotemporal dynamics of urban ecosystem services in Turkey: The case of Bornova, Izmir. Urban Forestry & Urban Greening, 49 (2020): 126631.
  • Tzoulas, K., K. Korpela, S. Venn, V. Yli-Pelkonen, A. Kaźmierczak, J. Niemela & P. James, 2007. Promoting ecosystem and human health in urban areas using Green Infrastructure: A literature review. Landscape and Urban Planning, 81 (3): 167-178.
  • USGS, 2024. United States Geological Survey EarthExplorer. (Web page: https://earthexplorer.usgs.gov/) (Date accessed: April 2024).
  • Wang, X., F. Su, F. Yan, X. Zhang & X. Wang, 2022. Effects of coastal urbanization on habitat quality: a case study in Guangdong-Hong Kong-Macao Greater Bay Area. Land, 12 (1): 34.
  • Weber, D., G. Schaepman-Strub & K. Ecker, 2018. Predicting habitat quality of protected dry grasslands using Landsat NDVI phenology. Ecological Indicators, 91 (2018): 447-460.
  • Yohannes, H., T. Soromessa, M. Argaw & A. Dewan, 2021. Spatio-temporal changes in habitat quality and linkage with landscape characteristics in the Beressa watershed, Blue Nile basin of Ethiopian highlands. Journal of Environmental Management, 281 (2021): 111885.
There are 46 citations in total.

Details

Primary Language English
Subjects Agricultural Engineering (Other)
Journal Section Articles
Authors

Ebru Ersoy Tonyaloğlu 0000-0002-2945-3885

Birsen Kesgin Atak 0000-0003-4786-0801

Early Pub Date September 17, 2025
Publication Date September 18, 2025
Submission Date August 2, 2024
Acceptance Date January 12, 2025
Published in Issue Year 2025 Volume: 62 Issue: 3

Cite

APA Ersoy Tonyaloğlu, E., & Kesgin Atak, B. (2025). Spatial and temporal analysis of habitat quality. Journal of Agriculture Faculty of Ege University, 62(3), 285-296. https://doi.org/10.20289/zfdergi.1527153