Araştırma Makalesi

An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses

Cilt: 6 Sayı: 2 19 Temmuz 2024
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An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses

Öz

UI GreenMetric (GM) ranking system is a methodology to score and rank the university campuses in several categories. The campuses are measured according to their various sustainability indicators in this methodology. The base of this research to study on how we can use geoAI to calculate GM Setting & Infrastructure (SI) score. By this empirical case study to have ideas connected with the relation of score point and geospatial metrics by recognized of google map geotiff images of university campuses. To develop a geoIA methodology with KooMap cloud service in the purpose of sustainability scoring would provide a practical, accurate and pretty objective algorithm for a smart campus evaluation. In the way of transforming to smart city these applications and utilizations of geoAI are the digital trends of new era.

Anahtar Kelimeler

Destekleyen Kurum

I declare that this work is not funded.

Etik Beyan

I declare that this work is an original work.

Teşekkür

I thank to Cevat Kamer Dincer, Engineering Manager of KooMap for his appreciated expertise while processing campus geospatial data. I thank to Sevket Yurdacan, Director of HTRDC Integration Solution Development (ISD) Department for his support and motivation. And I acknowledge to Erhan Akturk, Project Manager and Engineering Manager for their expertise and review.

Kaynakça

  1. Atici, K. B.; Yasayacak, G.; Yildiz, Y.; Ulucan, A. (2021) “Green University and Academic Performance: An Empirical Study on UI GreenMetric and World University Rankings”, Elsevier, Journal of Cleaner Production, 291, 125289.
  2. Bozdağ, A., Gümüş, M. G., Gümüş, K., & Durduran, S. S. (2020). Evaluating Spatial Legibility of the University Campus using GIS. Aksaray University Journal of Science and Engineering, 4(2). https://doi.org/10.29002/asujse.767122.
  3. Caliskan, E. B. (2023). Tracking the University Campus Development by Using Remote Sensing and Satellite Imagery: Two Case Studies from Turkey. GU J Sci, Part B, 11(2): 237-252 (2023).
  4. Data.Europe.Eu (2023), Geospatial Trends, https://data.europa.eu/en/doc/geospatial-trends-2023-opportunities-dataeuropaeu-emerging-trends-geospatial-community, Access Date: 11.05.2024.
  5. Farisqi Panduardi, E. S. H. (2020). GIS-Based Area Suitability Analysis for Development Planning Purposes Campus: Case Study Banyuwangi State Polytechnic. Journal of Engineering and Scientific Research, 2(2). https://doi.org/10.23960/jesr.v2i2.60.
  6. Fuentes, J. E.; Garcia, C. E.; Olaya, R. A. (2022) “Estimation of the Setting and Infrastructure Criterion of the UI GreenMetric Ranking Using Unmanned Aerial Vehicles”, MDPI, Sustainability, 14, 46.
  7. Hong, D., Han, Z., Yao, J., Gao, L., Zhang, B., Plaza, A., & Chanussot, J. (2022). SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers. IEEE Transactions on Geoscience and Remote Sensing, 60. https://doi.org/10.1109/TGRS.2021.3130716.
  8. Hwang, W. H., & Eric Wiseman, P. (2020). Geospatial methods for tree canopy assessment: A case study of an urbanized college campus. Arboriculture and Urban Forestry, 46(1). https://doi.org/10.48044/jauf.2020.005.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Planlama ve Karar Verme

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

19 Temmuz 2024

Gönderilme Tarihi

12 Mayıs 2024

Kabul Tarihi

30 Mayıs 2024

Yayımlandığı Sayı

Yıl 2024 Cilt: 6 Sayı: 2

Kaynak Göster

APA
Aslan, D. (2024). An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses. Kamu Yönetimi ve Teknoloji Dergisi, 6(2), 161-171. https://doi.org/10.58307/kaytek.1482859
AMA
1.Aslan D. An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses. KAYTEK. 2024;6(2):161-171. doi:10.58307/kaytek.1482859
Chicago
Aslan, Damla. 2024. “An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses”. Kamu Yönetimi ve Teknoloji Dergisi 6 (2): 161-71. https://doi.org/10.58307/kaytek.1482859.
EndNote
Aslan D (01 Temmuz 2024) An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses. Kamu Yönetimi ve Teknoloji Dergisi 6 2 161–171.
IEEE
[1]D. Aslan, “An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses”, KAYTEK, c. 6, sy 2, ss. 161–171, Tem. 2024, doi: 10.58307/kaytek.1482859.
ISNAD
Aslan, Damla. “An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses”. Kamu Yönetimi ve Teknoloji Dergisi 6/2 (01 Temmuz 2024): 161-171. https://doi.org/10.58307/kaytek.1482859.
JAMA
1.Aslan D. An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses. KAYTEK. 2024;6:161–171.
MLA
Aslan, Damla. “An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses”. Kamu Yönetimi ve Teknoloji Dergisi, c. 6, sy 2, Temmuz 2024, ss. 161-7, doi:10.58307/kaytek.1482859.
Vancouver
1.Damla Aslan. An Empirical Case Study GeoAI Usage for Sustainability Scoring of University Campuses. KAYTEK. 01 Temmuz 2024;6(2):161-7. doi:10.58307/kaytek.1482859