Submitted:
20 August 2025
Posted:
20 August 2025
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Abstract
Keywords:
1. Introduction
1.1. Background
1.2. Literature Gap and Problem Statement
1.3. Research Aim and Contribution
2. Methodology
3. Green Space Planning
3.1. Green Space Standards
3.2. Factors Affecting the Spatial Distribution of Urban Green Spaces: A Sustainable Urban Planning Perspective
4. Spatial Distribution of Active Green Spaces in Istanbul
4.1. Analysis of Active Green Space Adequacy Using a Regression Model
4.2. Regression Model
4.3. Hypothesis and Definition of Variables
5. Findings and Interpretation
5.1. Proportion of Planned Developed Area
5.2. The Effect of Population
5.3. The Role of Income Per Capita
5.4. Distance to the Central Business District (CBD)
5.5. Spatial Assessment
5.6. Alignment with International Standards and Literature
6. Results and Recommendations
6.1. Policy and Planning Recommendations
6.2. Critiques on Legislation and Planning Standards
7. In Conclusion
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| Variable | B Coefficient (β) | Standard Error | t-value | p-Value | Significance |
|---|---|---|---|---|---|
| Constant (β₀) | 3.142 | 0.685 | 4.59 | 0 | *** |
| Population (x₁) | –0.012 | 0.005 | –2.40 | 0.021 | ** |
| Income per capita (x₂) | 0.008 | 0.003 | 2.67 | 0.011 | ** |
| Planned developed area (x₃) | 0.024 | 0.007 | 3.43 | 0.002 | *** |
| Distance to CBD (x₄) | –0.015 | 0.006 | –2.50 | 0.017 | ** |
| Model Metrics | Value |
|---|---|
| R² (Explained Variance) | 0,61 |
| Adjusted R² | 0,57 |
| F (4,34) | 13,28 |
| p (overall model) | 0,000 |
| Variance Explanation Power | Moderate-High |
| District | Population (2024)* | Green Space per Capita (m²/person)** |
|---|---|---|
| Şile | 48.936 | 25,17 |
| Beykoz | 245.440 | 16,71 |
| Çatalca | 80.399 | 13,18 |
| Ataşehir | 414.866 | 11,45 |
| Başakşehir | 520.467 | 10,71 |
| Sarıyer | 342.582 | 10,04 |
| Beylikdüzü | 415.290 | 9,45 |
| Silivri | 232.156 | 9,13 |
| Tuzla | 301.400 | 8,85 |
| Çekmeköy | 306.739 | 8,46 |
| Adalar | 16.979 | 7,95 |
| Büyükçekmece | 280.528 | 6,69 |
| Ümraniye | 727.819 | 5,19 |
| Arnavutköy | 344.868 | 5,13 |
| Sancaktepe | 502.077 | 4,92 |
| Bakırköy | 219.893 | 4,89 |
| Beşiktaş | 167.264 | 4,75 |
| Eyüpsultan | 420.706 | 4,65 |
| Maltepe | 524.921 | 3,99 |
| Üsküdar | 512.981 | 3,56 |
| Kartal | 475.859 | 3,31 |
| Kadıköy | 462.189 | 2,87 |
| Şişli | 263.063 | 2,67 |
| Küçükçekmece | 789.033 | 2,4 |
| Beyoğlu | 216.688 | 2,19 |
| Sultanbeyli | 369.193 | 1,94 |
| Zeytinburnu | 278.344 | 1,84 |
| Kağıthane | 444.820 | 1,72 |
| Güngören | 264.831 | 1,51 |
| Fatih | 354.472 | 1,47 |
| Gaziosmanpaşa | 479.931 | 1,41 |
| Avcılar | 440.934 | 1,41 |
| Bayrampaşa | 268.303 | 1,3 |
| Sultangazi | 532.601 | 1,23 |
| Bahçelievler | 560.086 | 1,19 |
| Pendik | 749.356 | 1,16 |
| Esenler | 423.625 | 1,03 |
| Esenyurt | 988.369 | 0,79 |
| Bağcılar | 713.594 | 0,65 |
| Classification Category | m²/person Range | Districts |
|---|---|---|
| Very Inadequate | 0 – 2,0 | Sultanbeyli, Zeytinburnu, Kağıthane, Güngören, Fatih, Gaziosmanpaşa, Avcılar, Bayrampaşa, Sultangazi, Bahçelievler, Pendik, Esenler, Esenyurt, Bağcılar |
| Inadequate | 2,01 – 5,00 | Ümraniye, Arnavutköy, Sancaktepe, Bakırköy, Beşiktaş, Eyüpsultan, Maltepe, Üsküdar, Kartal, Kadıköy, Şişli, Küçükçekmece, Beyoğlu |
| Moderately Adequate | 5,01 – 7,99 | Adalar, Büyükçekmece |
| Moderately Adequate | 8,00 – 9,99 | Beylikdüzü, Silivri, Tuzla, Çekmeköy |
| Adequate and Healthy | ≥ 10,00 | Şile, Beykoz, Çatalca, Ataşehir, Başakşehir, Sarıyer |
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