Determining the Cooling Effect of Urban Agricultural Areas Through Remote Sensing-Based LST and Spatial Analyses

Nihat Karakuş

doi:10.56430/japro.1816563

EN

Determining the Cooling Effect of Urban Agricultural Areas Through Remote Sensing-Based LST and Spatial Analyses

Abstract

Urban agricultural zones emerge as a viable option to alleviate the adverse impacts of rising temperatures linked to urbanization. This study seeks to quantitatively assess the cooling effect of urban agriculture by utilizing Land Surface Temperature (LST) data, specifically focusing on a citrus orchard situated in the city center of Antalya. This study generated surface temperature maps of the urban agricultural region and its vicinity utilizing land surface temperature data obtained from Landsat 8 OLI/TIRS satellite imagery on July 30, 2024. A spatial investigation of surface temperatures was performed on 20 buffer zones created at 30-meter intervals surrounding the urban agriculture area. The effective cooling distance was established at the first turning point of the temperature trend, and temperature differentials with distance were assessed by regression analysis. The results indicated that the mean surface temperature of the urban agricultural zone was 42.69 ± 1.26 °C, which was, on average, 1.46 °C colder than the adjacent urban districts inside the 600 m buffer zone. The spatial analysis indicated that the cooling impact of the urban agricultural zone extends effectively up to 270 meters from its boundary. The cooling effect within this barrier ranged from 0.06 °C to 1.65 °C, and the surface temperature exhibited a statistically significant increase with greater distance (p < 0.001; R² = 0.93). The findings indicate that urban agricultural zones produce a cooling effect both within their confines and on the adjacent metropolitan landscape, with this effect diminishing progressively with distance. The study's findings suggest that the microclimate regulation capacity of urban agricultural zones might serve as a significant reference in spatial planning and the formulation of green infrastructure schemes. Future research may investigate the variations in the cooling effect of urban agricultural zones across different seasons through temporal change analysis.

Keywords

Antalya , Cooling effect , Micro-climate , Remote sensing , Urban agricultural

References

Ackerman, K., Conard, M., Culligan, P., Plunz, R., Sutto, M. P., & Whittinghill, L. (2014). Sustainable food systems for future cities: The potential of urban agriculture. The Economic and Social Review, 45(2), 189-206.
Al-Chalabi, M. (2015). Vertical farming: Skyscraper sustainability? Sustainable Cities and Society, 18, 74-77. https://doi.org/10.1016/j.scs.2015.06.003
Anandababu, D., Purushothaman, B. M., & Suresh, B. S. (2018). Estimation of land surface temperature using Landsat 8 data. International Journal of Advance Research, Ideas and Innovations in Technology, 4(2), 177-186.
Aram, F., García, E. H., Solgi, E., & Mansournia, S. (2019). Urban green space cooling effect in cities. Heliyon, 5(4), e01339. https://doi.org/10.1016/j.heliyon.2019.e01339
Ardahanlıoğlu, Z. R. (2024). Kayaköy-Hisarönü (Fethiye) ve yakın çevresinde arazi kullanımı/arazi örtüsü ile arazi yüzey sıcaklığının değerlendirilmesi üzerine bir araştırma. Academic Social Resources Journal, 8(54), 4013-4022. https://doi.org/10.29228/ASRJOURNAL.73007 (In Turkish)
Artis, D. A., & Carnahan, W. H. (1982). Survey of emissivity variability in thermography of urban areas. Remote Sensing of Environment, 12(4), 313-329. https://doi.org/10.1016/0034-4257(82)90043-8
Atılgan, K. (2015). Şehrin merkezinde bir oksiyen deposu, Narenciye/Batem, Antalya. https://www.youtube.com/watch?v=n4hOXRZltcg (In Turkish)
Aydın, O. (2015). Karmaşık kent sistemi, kentsel büyüme kavramlarının anlaşılması ve kent modelleme teknikleri. Türk Coğrafya Dergisi, 64, 51-60. https://doi.org/10.17211/tcd.69978 (In Turkish)
Aydoğdu, R., & Koç, C. (2023). Hevsel Bahçeleri’nin kentsel tarım alanı olarak değerlendirilmesi. Çomü Ziraat Fakültesi Dergisi, 11(2), 212-228. https://doi.org/10.33202/comuagri.1331382 (In Turkish)
Barradas, V. L. (1991). Air temperature and humidity and human comfort index of some city parks of Mexico City. International Journal of Biometeorology, 35, 24-28. https://doi.org/10.1007/BF01040959

Baylan, E. (2025). Kırsal peyzajların kültürel ekosistem hizmetleri için sağladığı olanaklar: Kırsalın sosyo-kültürel katkıları. Kent Akademisi, 18(2), 1137-1158. https://doi.org/10.35674/kent.1618430 (In Turkish)
Bowler, D. E., Buyung-Ali, L., Knight, T. M., & Pullin, A. S. (2010). Urban greening to cool towns and cities: A systematic review of the empirical evidence. Landscape and Urban Planning, 97(3), 147-155. https://doi.org/10.1016/j.landurbplan.2010.05.006
Carlson, T. N., & Ripley, D. A. (1997). On the relation between NDVI, fractional vegetation cover, and leaf area index. Remote Sensing of Environment, 62(3), 241-252. https://doi.org/10.1016/S0034-4257(97)00104-1
Cengiz, S., & Oğuz, D. (2018). Kentsel peyzaj deseninin geçiş analizleri: Ankara kenti örneği. TÜCAUM 30. Yıl Uluslararası Coğrafya Sempozyumu. Ankara. (In Turkish)
Chen, M., Jia, W., Yan, L., Du, C., & Wang, K. (2022). Quantification and mapping cooling effect and its accessibility of urban parks in an extreme heat event in a megacity. Journal of Cleaner Production, 334, 130252. https://doi.org/10.1016/j.jclepro.2021.130252
Cinar, I., Ardahanlıoğlu, Z. R., & Toy, S. (2024). Land use/land cover changes in a Mediterranean summer tourism destination in Turkey. Sustainability, 16(4), 1480. https://doi.org/10.3390/su16041480
Clinton, N., Stuhlmacher, M., Miles, A., Uludere Aragon, N., Wagner, M., Georgescu, M., Herwig, C., & Gong, P. (2018). A global geospatial ecosystem services estimate of urban agriculture. Earth's Future, 6(1), 40-60. https://doi.org/10.1002/2017EF000536
Çoşlu, M., Karakuş N., Selim S., & Sönmez N. K. (2021). Evaluation of the relationship between land use and land surface temperature in Manavgat sub-basin. In A. Altuntaş, (Ed.), Planning, design and managment in landscape architecture (pp. 3-28). IKSAD International Publishing House.
Dağlı, D., & Çağlıyan, A. (2021). Kentsel gelişim ve dönüşüm sürecinin belirlenmesi: Diyarbakir örneği. lnternational Journal of Geography and Geography Education, (43), 212-234. https://doi.org/10.32003/igge.819481 (In Turkish)
De Zeeuw, H., Guendel, S., & Waibel, H. (2000). The integration of agriculture in urban policies. In N. Bakker, M. Dubbeling, S. Gündel, U. Sabel-Koschella & H. De Zeeuw, (Eds.), Growing cities, growing food (pp 161-180). Dtsch Stift int Entw, Feldafing.
Erpul, G., Görücü, Ö., Gül, A., Güneş, Y., Akgöz, R., İnce, K., & Yılmaz, Ü. S. (2024). İklim değişikliğine uyum sürecinde orman dışı alanlarda yeni karbon yutak alanlarının tesisi ve karbon çiftçiliği. Çevre Şehir ve İklim Dergisi, 1(Özel), 68-92. (In Turkish)
Fauzia, A., Frimawaty, E., & Arifin, H. S. (2024). Urban agriculture as ecosystem services provider: A review. Holistic: Journal of Tropical Agriculture Sciences, 2(1), 31-45. https://doi.org/10.61511/hjtas.v2i1.2024.785
Feyisa, G. L., Dons, K., & Meilby, H. (2014). Efficiency of parks in mitigating urban heat island effect: An example from Addis Ababa. Landscape and Urban Planning, 123, 87-95. https://doi.org/10.1016/j.landurbplan.2013.12.008
Foley, J. A., DeFries, R., Asner, G. P., Barford, C., Bonan, G., Carpenter, S. R., ... & Snyder, P. K. (2005). Global consequences of land use. Science, 309(5734), 570-574. https://doi.org/10.1126/science.1111772
Gao, Y., Pan, H., & Tian, L. (2023). Analysis of the spillover characteristics of cooling effect in an urban park: A case study in Zhengzhou city. Frontiers in Earth Science, 11, 1133901. https://doi.org/10.3389/feart.2023.1133901
Gao, Z., Zaitchik, B. F., Hou, Y., & Chen, W. (2022). Toward park design optimization to mitigate the urban heat Island: Assessment of the cooling effect in five US cities. Sustainable Cities and Society, 81, 103870. https://doi.org/10.1016/j.scs.2022.103870
Gómez-Baggethun, E., & Barton, D. N. (2013). Classifying and valuing ecosystem services for urban planning. Ecological Economics, 86, 235-245. https://doi.org/10.1016/j.ecolecon.2012.08.019
Görgülü, Ç., & Görgülü, L. (2021). İklim değişikliğine eko-morfolojik yaklaşım: Kentsel çeper kuşak alanları. JENAS Journal of Environmental and Natural Studies, 3(1), 72-99. (In Turkish)
Güven, İ. (2022). Kentleşme politikalarının tarım alanları üzerindeki etkisi: Çilesiz mahallesi (Malatya) örneği. COMU Journal of Agriculture Faculty/ÇOMÜ Ziraat Fakültesi Dergisi, 10(2), 322-335. https://doi.org/10.33202/comuagri.1158713 (In Turkish)
Hamada, S., Tanaka, T., & Ohta, T. (2013). Impacts of land use and topography on the cooling effect of green areas on surrounding urban areas. Urban Forestry & Urban Greening, 12(4), 426-434. https://doi.org/10.1016/j.ufug.2013.06.008
Hellings, A., & Rienow, A. (2021). Mapping land surface temperature developments in functional urban areas across Europe. Remote Sensing, 13(11), 2111. https://doi.org/10.3390/rs13112111
Jacquin, A., Misakova, L., & Gay, M. (2008). A hybrid object-based classification approach for mapping urban sprawl in periurban environment. Landscape and Urban Planning, 84(2), 152-165. https://doi.org/10.1016/j.landurbplan.2007.07.006
Jain, M. (2022). Mitigation of urbanization ill-effects through urban agriculture inclusion in cities. In J. A. Diehl & H. Kaur (Eds.), New forms of urban agriculture: An Urban ecology perspective (pp. 39-56). Springer. https://doi.org/10.1007/978-981-16-3738-4
Karadeniz, S. Ö., Tekin, M., & Çakmur, O. (2025). Antalya tarımının hafızası BATEM, stratejik ürünleriyle geleceği aydınlatıyor. Retrieved Sept 16, 2025, from https://www.fullantalya.com/batem-antalya/ (In Turkish)
Karakuş, N., & Eyileten B. (2022). Determining the land surface temperature from landsat 8 satellite images and data evaluation in accordance to land use: Antalya/Serik case. In A. Çabuk & H. S. Aşıkkutlu (Eds.), New trends in architecture, planning and design (pp. 201-220). Duvar Publishing.
Karakuş, N., & Kahraman, E. (2025). Uzaktan algılama verileriyle arazi kullanımı/arazi örtüsünün arazi yüzey sıcaklığı üzerindeki etkisinin değerlendirilmesi: Antalya ili Konyaaltı ilçesi örneği. Journal of Anatolian Environmental and Animal Sciences, 10(6), 1062-1069. https://doi.org/10.35229/jaes.1804293 (In Turkish)
Kırkık Aydemir, K. P., Kazancı Altınok, G., & Ünsal, Ö. (2022). Determining UHI effect by remote sensing method in Bolu city centre, Turkey. ICONARP International Journal of Architecture and Planning, 10(2), 735-758. https://doi.org/10.15320/ICONARP.2022.223
Klink, K. (2025). Urban farms as green infrastructure for urban heat mitigation. Urban Climate, 61, 102440. https://doi.org/10.1016/j.uclim.2025.102440
Lee, S. H., Lee, K. S., Jin, W. C., & Song, H. K. (2009). Effect of an urban park on air temperature differences in a central business district area. Landscape and Ecological Engineering, 5, 183-191. https://doi.org/10.1007/s11355-009-0067-6
Lin, B. B., Philpott, S. M., & Jha, S. (2015). The future of urban agriculture and biodiversity-ecosystem services: Challenges and next steps. Basic and Applied Ecology, 16(3), 189-201. https://doi.org/10.1016/j.baae.2015.01.005
Liu, Y., Zhang, W., Liu, W., Tan, Z., Hu, S., Ao, Z., Li, J., & Xing, H. (2024). Exploring the seasonal effects of urban morphology on land surface temperature in urban functional zones. Sustainable Cities and Society, 103, 105268. https://doi.org/10.1016/j.scs.2024.105268
Mendiratta, P., & Gedam, S. (2018). Assessment of urban growth dynamics in Mumbai Metropolitan Region, India using object-based image analysis for medium-resolution data. Applied Geography, 98, 110-120. https://doi.org/10.1016/j.apgeog.2018.05.017
Mok, H. F., Williamson, V. G., Grove, J. R., Burry, K., Barker, S. F., & Hamilton, A. J. (2014). Strawberry fields forever? Urban agriculture in developed countries: a review. Agronomy for Sustainable Development, 34, 21-43. https://doi.org/10.1007/s13593-013-0156-7
Muratpaşa District Governorship. (2025). Nüfus durumu. http://www.muratpasa.gov.tr/nufus-durumu#:~:text=a)%20N%C3%BCfus%20Durumu%3A,g%C3%B6re%20toplam%20509.444%20n%C3%BCfusa%20sahiptir (In Turkish)
Murtinová, V., Gallay, I., & Olah, B. (2022). Mitigating effect of urban green spaces on surface urban heat island during summer period on an example of a medium size town of Zvolen, Slovakia. Remote Sensing, 14(18), 4492. https://doi.org/10.3390/rs14184492
Oberndorfer, E., Lundholm, J., Bass, B., Coffman, R. R., Doshi, H., Dunnett, N., Gaffin, S., Köhler, M., Liu, K. K., & Rowe, B. (2007). Green roofs as urban ecosystems: Ecological structures, functions, and services. BioScience, 57(10), 823-833. https://doi.org/10.1641/B571005
Oke, T. R. (1982). The energetic basis of the urban heat island. Quarterly Journal of the Royal Meteorological Society, 108(455), 1-24. https://doi.org/10.1002/qj.49710845502
Olgun, R., Karakuş, N., Selim, S., Yilmaz, T., Erdoğan, R., Aklıbaşında, M., Dönmez, B., Çakır, M., & Ardahanlıoğlu, Z. R. (2025). Impacts of landscape composition on land surface temperature in expanding desert cities: A case study in Arizona, USA. Land, 14(6), 1274. https://doi.org/10.3390/land14061274
Qiu, G. Y., Li, H. Y., Zhang, Q. T., Chen, W., Liang, X. J., & Li, X. Z. (2013). Effects of evapotranspiration on mitigation of urban temperature by vegetation and urban agriculture. Journal of Integrative Agriculture, 12(8), 1307-1315. https://doi.org/10.1016/S2095-3119(13)60543-2
Qiu, J., Li, X., & Qian, W. (2023). Optimizing the spatial pattern of the cold island to mitigate the urban heat island effect. Ecological Indicators, 154, 110550. https://doi.org/10.1016/j.ecolind.2023.110550
Rouse Jr, J. W., Haas, R. H., Schell, J. A., & Deering, D. W. (1973). Monitoring the vernal advancement and retrogradation (green wave effect) of natural vegetation. Retrieved Sept 16, 2025, from https://ntrs.nasa.gov/api/citations/19740022555/downloads/19740022555.pdf
Santamouris, M. (2014). Cooling the cities–a review of reflective and green roof mitigation technologies to fight heat island and improve comfort in urban environments. Solar Energy, 103, 682-703. https://doi.org/10.1016/j.solener.2012.07.003
Selim, C., Mutlu, S. S., & Selim, S. (2015). Kentsel alanlarda biyolojik çeşitliliğin sürdürülebilirliği ve koruma yaklaşımları. Türk Bilimsel Derlemeler Dergisi, 8(1), 38-45. (In Turkish)
Selim, S., Eyileten, B., & Karakuş, N. (2023). Investigation of green space cooling potential on land surface temperature in Antalya city of Turkey. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 48, 107-114. https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-107-2023
Sharma, P., Sharma, P., & Thakur, N. (2024). Sustainable farming practices and soil health: A pathway to achieving SDGs and future prospects. Discover Sustainability, 5, 250. https://doi.org/10.1007/s43621-024-00447-4
Skelhorn, C., Lindley, S., & Levermore, G. (2014). The impact of vegetation types on air and surface temperatures in a temperate city: A fine scale assessment in Manchester, UK. Landscape and Urban Planning, 121, 129-140. https://doi.org/10.1016/j.landurbplan.2013.09.012
Sobrino, J. A., Jiménez-Muñoz, J. C., & Paolini, L. (2004). Land surface temperature retrieval from LANDSAT TM 5. Remote Sensing of environment, 90(4), 434-440. https://doi.org/10.1016/j.rse.2004.02.003
Sobrino, J. A., Jiménez-Muñoz, J. C., Sòria, G., Romaguera, M., Guanter, L., Moreno, J., Plaza, A., & Martínez, P. (2008). Land surface emissivity retrieval from different VNIR and TIR sensors. IEEE Transactions on Geoscience and Remote Sensing, 46(2), 316-327. https://doi.org/10.1109/TGRS.2007.904834
Sönmez, N. K., Çoşlu, M., & Selim, S. (2022). The effect of temporal variation in land surface temperature on land cover classes and agricultural areas. In A. Altuntaş & Ş. Alp (Eds.), Recent studies in planning and design (pp. 183-207). IKSAD International Publishing House.
USGS. (2024). Using the USGS landsat level-1 data product. https://www.usgs.gov/core-science-systems/nli/landsat/using-usgs-landsat-level-1-data-product
Viana, C. M., Oliveira, S., Oliveira, S. C., & Rocha, J. (2019). Land use/land cover change detection and urban sprawl analysis. In H. R. Pourghasemi & C. Gokceoglu (Eds.), Spatial modeling in GIS and R for earth and environmental sciences (pp. 621-651). Elsevier. https://doi.org/10.1016/B978-0-12-815226-3.00029-6
Wirastri, M. V., Mandaladewa, M. A., & Putra, P. C. Y. (2024). The effect of urban farming module on urban heat island in Yogyakarta: A case study of Ngampilan urban village. International Journal of Architecture and Urbanism, 8(2), 191-202. https://doi.org/10.32734/ijau.v8i2.16354
Yalçıntaş, E. (2025). Kentlerde sosyal adalet ve kentsel tarım ilişkisi. Journal of Sustainable Equity and Social Research, 2(1), 82-100. https://doi.org/10.5281/zenodo.14603432 (In Turkish)
Yaman, Ö., & Yenigül, S. (2022). İklim değişikliğine uyum ve etkilerinin azaltılması için doğa temelli çözümler: Kentsel tarım. İdealkent, 14(Özel Sayı), 75-101. https://doi.org/10.31198/idealkent.1197013 (In Turkish)
Yenigül, S. B. (2016). Büyükşehirlerde tarımsal alanların korunmasında kentsel tarım ve yerel yönetimlerin rolü. Megaron, 11(2), 291-299. https://doi.org/10.5505/MEGARON.2016.48568 (In Turkish)
Yücel, C. (2020). 20. yüzyıl Dünya ve Türkiye kentleşmesi üzerine bir derleme. Erciyes Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, (50), 200-230. https://doi.org/10.48070/erusosbilder.762929 (In Turkish)
Zezza, A., & Tasciotti, L. (2010). Urban agriculture, poverty, and food security: Empirical evidence from a sample of developing countries. Food policy, 35(4), 265-273. https://doi.org/10.1016/j.foodpol.2010.04.007
Zhang, J., Zhang, H., & Qi, R. (2024). A study of size threshold for cooling effect in urban parks and their cooling accessibility and equity. Scientific Reports, 14, 16176. https://doi.org/10.1038/s41598-024-67277-2
Zhong, C., Hu, R., Wang, M., Xue, W., & He, L. (2020). The impact of urbanization on urban agriculture: Evidence from China. Journal of Cleaner Production, 276, 122686. https://doi.org/10.1016/j.jclepro.2020.122686

Details

Primary Language

English

Subjects

Agro-Ecosystem Function and Prediction

Journal Section

Research Article

Authors

Nihat Karakuş ^*
0000-0002-6924-1879
Türkiye

Publication Date

December 30, 2025

Submission Date

November 7, 2025

Acceptance Date

December 9, 2025

Published in Issue

Year 1970 Volume: 6 Number: 4

DOI

https://doi.org/10.56430/japro.1816563

IZ

https://izlik.org/JA85XY32XH

APA

Karakuş, N. (2025). Determining the Cooling Effect of Urban Agricultural Areas Through Remote Sensing-Based LST and Spatial Analyses. Journal of Agricultural Production, 6(4), 271-281. https://doi.org/10.56430/japro.1816563

Öz

Determining the Cooling Effect of Urban Agricultural Areas Through Remote Sensing-Based LST and Spatial Analyses

Abstract

Keywords

References

Details

Primary Language

Subjects

Journal Section

Authors

Publication Date

Submission Date

Acceptance Date

Published in Issue

DOI

IZ

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